From d8b2e613a900674732293d2233411fa5d2ed80ee Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 19 Mar 2025 11:13:27 +0000 Subject: [PATCH 01/17] Working example of ChatGPT API --- demos/claim-bot/pom.xml | 6 +- demos/custom-help-bot/pom.xml | 6 +- demos/demo-bot/pom.xml | 6 +- demos/todo-bot/pom.xml | 6 +- libs/chat-workflow-coverage/pom.xml | 14 +- libs/chat-workflow-testing/pom.xml | 4 +- libs/chat-workflow/pom.xml | 4 +- .../workflow/templating/Rendering.java | 2 + libs/entity-json/pom.xml | 2 +- .../pom.xml | 8 +- libs/symphony/entities/pom.xml | 4 +- .../pom.xml | 6 +- pom.xml | 3 +- tools/llm-bot/.DS_Store | Bin 0 -> 6148 bytes tools/llm-bot/README.md | 102 +++++++++++ tools/llm-bot/images/change-remind-before.png | Bin 0 -> 28504 bytes tools/llm-bot/images/change-zone.png | Bin 0 -> 32920 bytes tools/llm-bot/images/changingTimeZone.PNG | Bin 0 -> 23393 bytes ...eReminderAddsReminderToTheReminderList.PNG | Bin 0 -> 19809 bytes tools/llm-bot/images/create-reminder.png | Bin 0 -> 38910 bytes tools/llm-bot/images/createReminder.PNG | Bin 0 -> 18225 bytes tools/llm-bot/images/creating-a-reminder.png | Bin 0 -> 35154 bytes tools/llm-bot/images/displayReminder.PNG | Bin 0 -> 10836 bytes .../llm-bot/images/displayingReminderList.PNG | Bin 0 -> 22267 bytes tools/llm-bot/images/editRemindBeforeTime.PNG | Bin 0 -> 23414 bytes tools/llm-bot/images/helpOptions.PNG | Bin 0 -> 26304 bytes tools/llm-bot/images/list-reminders.png | Bin 0 -> 32683 bytes tools/llm-bot/images/listTimeZones.PNG | Bin 0 -> 33577 bytes tools/llm-bot/pom.xml | 77 +++++++++ .../finos/springbot/tool/llm/LLMBotApp.java | 43 +++++ .../springbot/tool/llm/LLMBotController.java | 25 +++ .../templates/symphony/display-reminder.ftl | 18 ++ .../templates/teams/display-reminder.html | 3 + .../tools/reminders/SchedulerTests.java | 95 +++++++++++ .../toolkit/tools/reminders/TimeFinderIT.java | 158 ++++++++++++++++++ tools/poll-bot/pom.xml | 6 +- tools/reminder-bot/pom.xml | 8 +- tools/rss-bot/pom.xml | 4 +- 38 files changed, 567 insertions(+), 43 deletions(-) create mode 100644 tools/llm-bot/.DS_Store create mode 100644 tools/llm-bot/README.md create mode 100644 tools/llm-bot/images/change-remind-before.png create mode 100644 tools/llm-bot/images/change-zone.png create mode 100644 tools/llm-bot/images/changingTimeZone.PNG create mode 100644 tools/llm-bot/images/clickingCreateReminderAddsReminderToTheReminderList.PNG create mode 100644 tools/llm-bot/images/create-reminder.png create mode 100644 tools/llm-bot/images/createReminder.PNG create mode 100644 tools/llm-bot/images/creating-a-reminder.png create mode 100644 tools/llm-bot/images/displayReminder.PNG create mode 100644 tools/llm-bot/images/displayingReminderList.PNG create mode 100644 tools/llm-bot/images/editRemindBeforeTime.PNG create mode 100644 tools/llm-bot/images/helpOptions.PNG create mode 100644 tools/llm-bot/images/list-reminders.png create mode 100644 tools/llm-bot/images/listTimeZones.PNG create mode 100644 tools/llm-bot/pom.xml create mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java create mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java create mode 100644 tools/llm-bot/src/main/resources/templates/symphony/display-reminder.ftl create mode 100644 tools/llm-bot/src/main/resources/templates/teams/display-reminder.html create mode 100644 tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java create mode 100644 tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java diff --git a/demos/claim-bot/pom.xml b/demos/claim-bot/pom.xml index be7b44ac7..cc000fc01 100644 --- a/demos/claim-bot/pom.xml +++ b/demos/claim-bot/pom.xml @@ -6,7 +6,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. @@ -23,12 +23,12 @@ org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot teams-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.apache.commons diff --git a/demos/custom-help-bot/pom.xml b/demos/custom-help-bot/pom.xml index 055ce7d23..1c28a7b72 100644 --- a/demos/custom-help-bot/pom.xml +++ b/demos/custom-help-bot/pom.xml @@ -7,7 +7,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../../pom.xml @@ -29,13 +29,13 @@ org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 compile org.finos.springbot teams-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 compile diff --git a/demos/demo-bot/pom.xml b/demos/demo-bot/pom.xml index 15559bed4..12a2505be 100644 --- a/demos/demo-bot/pom.xml +++ b/demos/demo-bot/pom.xml @@ -7,7 +7,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../../pom.xml @@ -28,13 +28,13 @@ org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 compile org.finos.springbot teams-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 compile diff --git a/demos/todo-bot/pom.xml b/demos/todo-bot/pom.xml index e3d9001fc..b0f7c140d 100644 --- a/demos/todo-bot/pom.xml +++ b/demos/todo-bot/pom.xml @@ -6,7 +6,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. @@ -23,12 +23,12 @@ org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot teams-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.apache.commons diff --git a/libs/chat-workflow-coverage/pom.xml b/libs/chat-workflow-coverage/pom.xml index e31294b34..f3d1bcac8 100644 --- a/libs/chat-workflow-coverage/pom.xml +++ b/libs/chat-workflow-coverage/pom.xml @@ -10,7 +10,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. @@ -56,32 +56,32 @@ org.finos.springbot chat-workflow - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot chat-workflow-testing - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot teams-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot entity-json - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot entities - 10.0.2-SNAPSHOT + 10.0.2 diff --git a/libs/chat-workflow-testing/pom.xml b/libs/chat-workflow-testing/pom.xml index f9aceb5dd..c7a9666ce 100644 --- a/libs/chat-workflow-testing/pom.xml +++ b/libs/chat-workflow-testing/pom.xml @@ -9,7 +9,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. @@ -22,7 +22,7 @@ org.finos.springbot chat-workflow - 10.0.2-SNAPSHOT + 10.0.2 diff --git a/libs/chat-workflow/pom.xml b/libs/chat-workflow/pom.xml index 947b5e4c9..0df215001 100644 --- a/libs/chat-workflow/pom.xml +++ b/libs/chat-workflow/pom.xml @@ -11,7 +11,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. @@ -33,7 +33,7 @@ org.finos.springbot entity-json - 10.0.2-SNAPSHOT + 10.0.2 org.springframework.boot diff --git a/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java b/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java index 2c4cec442..c209ba113 100644 --- a/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java +++ b/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java @@ -38,6 +38,8 @@ X renderDropdown( X textField(Variable variable, boolean editable); X checkBox(Variable variable, boolean editable); + + X dateField(Variable varialble, boolean editable); X collection(Type t, Variable collection, Variable item, X in, boolean editable); diff --git a/libs/entity-json/pom.xml b/libs/entity-json/pom.xml index 1c6c9790f..c6f505fe3 100644 --- a/libs/entity-json/pom.xml +++ b/libs/entity-json/pom.xml @@ -10,7 +10,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. diff --git a/libs/symphony-bdk/symphony-bdk-chat-workflow-spring-boot-starter/pom.xml b/libs/symphony-bdk/symphony-bdk-chat-workflow-spring-boot-starter/pom.xml index d212bdaf7..96b9ae66a 100644 --- a/libs/symphony-bdk/symphony-bdk-chat-workflow-spring-boot-starter/pom.xml +++ b/libs/symphony-bdk/symphony-bdk-chat-workflow-spring-boot-starter/pom.xml @@ -9,7 +9,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../../.. @@ -22,12 +22,12 @@ org.finos.springbot chat-workflow - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot entities - 10.0.2-SNAPSHOT + 10.0.2 org.finos.symphony.bdk @@ -43,7 +43,7 @@ org.finos.springbot chat-workflow-testing - 10.0.2-SNAPSHOT + 10.0.2 test diff --git a/libs/symphony/entities/pom.xml b/libs/symphony/entities/pom.xml index 02a85a701..cb8401fcd 100644 --- a/libs/symphony/entities/pom.xml +++ b/libs/symphony/entities/pom.xml @@ -10,7 +10,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../../.. @@ -23,7 +23,7 @@ org.finos.springbot entity-json - 10.0.2-SNAPSHOT + 10.0.2 diff --git a/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml b/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml index fb52157a6..6ca544384 100644 --- a/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml +++ b/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml @@ -9,7 +9,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../../.. @@ -22,7 +22,7 @@ org.finos.springbot chat-workflow - 10.0.2-SNAPSHOT + 10.0.2 @@ -173,7 +173,7 @@ org.finos.springbot chat-workflow-testing - 10.0.2-SNAPSHOT + 10.0.2 test diff --git a/pom.xml b/pom.xml index b86dba9cb..9a3d929a7 100644 --- a/pom.xml +++ b/pom.xml @@ -3,7 +3,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 pom Spring Bot @@ -36,6 +36,7 @@ tools/rss-bot tools/poll-bot tools/reminder-bot + tools/llm-bot demos/demo-bot diff --git a/tools/llm-bot/.DS_Store b/tools/llm-bot/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..638b0d7026a296895fb31efe27e5047a6d991ff3 GIT binary patch literal 6148 zcmeHKJ8l9o5S<|it(0a9^us9E~@hB50G26hv>N@w3PC zZ21*CJ0hapdG{vLibw-Dl#2~hvwic4%`&1uIL_G1u>0B`K90x3B>U%paThYkMo#ki zoo^d7DnJFO02QDDRN&zXWQlEFAAT|qqykjn*%h$wLxCIC#4*r69T>a?0L~G1!`yob zV6gzOCXRuKz%;19plY@l8g#@<=GDY8FzBM$d}!XR*`cW4j`NGBi`GDnRDcTHEASG_ z*6RNX{!9OVPvVLSP=SA?fX@5(zQdEUwoV>rwYI?5aLc*E%`kTg1~11zFUMF|IbM2F bPDkA7K>iGvE;K6e*9zPK5X%*r literal 0 HcmV?d00001 diff --git a/tools/llm-bot/README.md b/tools/llm-bot/README.md new file mode 100644 index 000000000..39bb8d77d --- /dev/null +++ b/tools/llm-bot/README.md @@ -0,0 +1,102 @@ +# Reminder Bot + +Reminder Bot acts as your personal assistant. It will set up reminders for dates / times mentioned in a room, and send you a reminder message when those times occur, like so: + +![Creating a Reminder](images/creating-a-reminder.png) + +## Setup & Use + + - 1. Simply add the Reminder Bot to any chat, and it will monitor all the messages for a date/time component. + - 2. Chat with the bot. When you enter a date/time the bot will respond with a form allowing you to create a reminder: + +![Creating Reminder](images/createReminder.PNG) + + - 3. Clicking Create Reminder will add the reminder to the list of reminders active in the room. + +![Add reminder to list](images/clickingCreateReminderAddsReminderToTheReminderList.PNG) + + - 4. When the time arrives, the Reminder Bot will notify in the chat like so: + +![Reminder Displayed](images/displayReminder.PNG) + +## Chat-Level Configuration + +Options include : + +- Listing down the reminders for the room +- Listing down the timezones +- Changing time zone , remind before duration +- Changing the "remind before" / "travel time" for the room. + +Type `/help` in the room to display all the options, as shown below: + +![Help Menu](images/helpOptions.PNG) + +### Showing reminders in the room + +Type `/list` in a chat to show the reminders set for the current room: + +![Current Reminder List](images/displayingReminderList.PNG) + +### Changing Timezone + +Type `/timezones` in the room to show all the available timezones: + +![List Time zones](images/listTimeZones.PNG) + +Type `/zone Asia/Calcutta` to update the timezone for the room. + +![Edit time zone](images/changingTimeZone.PNG) + +### Changing Remind Before + +You can set the lead-time for each reminder seperately, but you can set a default remind-before in each room like so: + +`/remindbefore 5` + +![Edit Remind Before](images/editRemindBeforeTime.PNG) + +This means, if later you enter "remind me at 6pm to make dinner", then the reminder will come up at 5:55pm, as you have set a 5 minute remind-before. + + + +## Bot-Wide Configuration + +This is done in the `application.yml` file. + +### Override the Welcome Message + +``` +symphony: + reminder: + welcomeMessage: "The reminder bot is active in this room. Type a date or time in your conversation and I'll create a reminder for it" + +``` + +### Set the Default TimeZone For New Rooms / Chats + +By default, time-zone is set to London, but you can override with any Java timezone like so: + +``` +symphony: + reminder: + defaultTimeZone: "America/Los_Angeles" + +``` + +Users can override this on a per-chat basis with `/zone` (descibed above). + + +### Set Default Remind-Before + +``` +symphony: + reminder: + defaultRemindBefore: 30 # 30 minutes before. +``` + +### Deploying Reminder Bot + +**NB:**: ReminderBot uses `stanford-corenlp` (and related jars) which is licensed using GPL. This is incompatible with the Apache 2.0 license of Spring Bot. Therefore, the dependency is set as `provided` in the pom. To run this code locally you will either need to change to `runtime` scope, or download the jars and add them to the classpath manually. + + diff --git a/tools/llm-bot/images/change-remind-before.png b/tools/llm-bot/images/change-remind-before.png new file mode 100644 index 0000000000000000000000000000000000000000..c1e4231a57e0554550c9d529762e58fc53b2c8e4 GIT binary patch literal 28504 zcmaHT1z6oow>7RUTCBz0wG?-EhlA^Z;_hyR;x2_kixzixcPQ>|#og^s-|xzIZ+m~9 z90*BfCNq=lS$nO$&u2w>iPuPPksu%-UQ0=eDnmfPI0E}y2ynpfcXuB%As`^d%tb^L zr9?!C6&-9%&8@%?5Y(~81_l^X^wj-^h6V=xBXl%K4z9|fp%KakzJu+f?cMDo?Zd<= zDLOi9xM*w8s+|zoN*#5UuOf)=D;fLgNiri`_bir|D6AioRWn`$A`1v%?Q(Olsi5}+ z1k;mr6jeLh+f$%S=#rD)_{|Xr)=HxPR1&<#N8=&rT!Ap65}K1}w-63U_dk3mSS#ot zPWtmzFOFcXJVu-wH^w^)CWO=a`ukgI7~E7`Ee|w1#=URkHCZsCJi9om*x)>~1Zqww z5gN4)HYQC4iH`pE{uqDAH#=z4nYMmiaY_-;BuVE9{vDh+)Ia>uhA<2a=AI(`h3x2r zWuHiXYCGcLqQJZ%$EN5cXupljOarIIDUiv&wYrk-xmt0h)78Re^rbfz+fB4kG4+djs<~0RkP-*ASaNV zEVr?(HKU=4tr3{f&D!pF5eQy4ZeZ6M>|{vnW^HBT$nC~Q`p*^I!2a*UOr*sBT;gQO zM+%ZtBo?uC026;;WM*V09ux3wYuU9X{$t+Nv! zDe3Qq{_E#o_X&10|L>M;9RH(RKnIzApJ8HQWM=xWx`Cp+zmIY&n!ACmG)2v=f#Ct# z;Ads!9KjAEw$?zKPW=BpHUClg-%tKW zL0+ccUH`YC_}4i9a}*e8ek5L||C%&@BtAP_Y6u8H2q{q^RX51PudrTkG;n&Dj?tEu z&Fz61aHY{(T3*hrZ)&nMmkC$VT3QZh@;+(yvgMgSq|}s*u_J6-PIc#hF{I)#J85D1 z*)ufD-yMdomLll~^VhA_2g<+gna1H0xggYEw@(l~_#y$?7{ri&*>2$w6o>EN7%}oC z|9_Jbak)>N4eQTyi}$AKddRh$N1na4ZI`_AdM%sQ`gy09S4|UULuu<#zU|%=VS}$77jo#M2ftv4;)k zQpaAf;LEwQbNP|T&wqAmkqYf{Q6RW%_tj}Rujvs#;u}eFr_iSzfc-Q}3dODZXkL27g2~Va)YqA4FP=-pEJxzKld*Yadyfo69RA0J3`{uY8 zeK^0ZFgrsHP#(%$ln%H(18+7?JM3SY?@g5CcSoR$6snaRPT&^H{_(_|UZJ0A4B^-N za8|;(eb*5ko= zS=d&|>qfe%)^spyD}B1wks}`|9mnErLA1E;?>5t%>u`E%uUn`1tfO3^gQ##+49}6d zoD^)PF|c}^@8q&CNs}W!agMtxBUf6^DZK{=fO9=eC7+J4?NYg{JEXOyXPPun_? zsUy#-bSwD6Q*v3XB`HizNExa5P-MmHCau@%LnnYWMB7q`^+7D7c3mU{?S^U$d|SB8 z`c0ih_j++arc$WpH4bf1Z8^*99b2rvXL-TpZjetvyV_nG< zjTeeVYizN2j_1;)?x?{+o2#w<-~(2#Z5uB4qo`WAx2jF`8J=DCz#z2vJjhSf5>miU zQYI=D>OWjQ-Z{?K8t2oe3uxo8n=c3>;m}eS%@!wC?T!u+J*ciyDGdBX&xWb6H0leZ zI9hz7Z*bgBfJMd`l1dEWf4((td&8)sIGD^p)^dNHtX*d#v%=e8V({XFA*?Cl{A)@~ znOuP}^6kv*(b`1t3%qvSQH9{rC6*BQn zNkuB1)8FZ2K@6Kolkx(GK2E#NRwnGtK(6saZQKVri-yvm%w7TZu+^ z6D2ZKA>Qz{nC-+9?=3(I`%|S9&IcT2tM@I$VzZgKCyAEKb6o zUYQT=q9DdV{LihuPNKc)a}d!8QPxQLc>H!HhBZI+dV5Y}nyd8fsUbK3<0EY{6Aj(0 z%?GjCqndXdxsFYytS%rTJhtLG2Tde$OAedlA4;SHLF3RlRs~s=COzER-c_4FmLVxN zbn2bN#9!@`@Nw5AjV#{uw>(5KND^;3y*P$GIzNOqyIlykl}Ga?G{mhmd*+weUq3r4 zeJYtNNy8pW5iVWwrlzAN0Cy=;|Tb31@lNI!TcvKq^1%u2@$(5*-=bkqa)B^xhkGu6NdG_@?exCF`@=D+pm&B$g5&c?;_>HMrNd05rn(-yxg4*v zkoY}iSaW0;Iua>F3yff=p&cZj){t2G$uk$8QfO26*(!n%F}0dJVdDe`&3db^n}fwh zt2oB^%nHf2z88Bp=IITlgLT?oKye%ddEs53kQg_=BqVn3#SQ+%YO3a$428?hQ7cH- zdh=Pmscd-3Mex%!o%w-{RK8Xmt&Niu7E@#UIrw6I5^B9yXJm)0_G12YI{eu+Fbg7z%%gH>Q>+w<|G(74aR(_-NQBH}Ua{jYYp6u7-f^a>) zMybvqL~`B6YU%R%(&B*UH^X?|?|*1W%my1Iu!z9j9o;-B12ga$hoiK1Wgwj;oFzKvZeSf(sakxK( zHCJp3KX_A2BBOTTp5ifw+H`~ zJcVED&lswjE05n`(%MFKu|0?>4tF0FW2ciSo1-jwpeXvNhs#hlMxJsr5_yJ zs}JJM15@}UO$j{&l;|0DbS}k;-%YK0Toy;D9qacoEmx0B*A+SGHaMs?$;;vLAnDF4 z(^Jf)IPG2&SdUlQw1fn|KA+5&$)?vNrK@YU%=@w;jzF}cGMtMbed)d%o+4>eNH~$k zVOt$6oj@I16O+wG&&M8ZwN zWF*SLmsi6OL`SaiFcXR2ET%Cdp3Fpas(QZGA>xhC@a3kXoR59uFH@o+)vn)-Z)O(8 z$<19lFeXsINrMAkVyYr{?5$RAmgLutAH?FNS2cJV&(c-6YWLD^*y&cAd3yuCyxmh4 z)O-}A7Cx8bff2|k-Z*XV%(odCthIl1gs0O~>(9{A#!$oK)_*GpqV$clVz4Lm3`Km= zX`yKFkt9Bu=E`XBQ7G}kk|hnfK+7n;X!IECavrR%O47VB{8}Z})9DYI$`?2MY%-f{ z{!&(%!!kgx8CB1Z;Bu%djGs{nZ7RjT?Ze)p2A(h4IE>I~nQfxX7@R5AW(r2y(ZE(V z=t%>?%BH&eTw;&DcA9A!g&iQt2YhW^tScrE! zX`7^cx=>T3(rjq|M`1p1sM5>hLm2}qwpd+4J0^pLs&>Y_eU0tps1LI1hwfj1mzOLV z%iApj!V-&oD;A!2edYcqR9;Jkc>j4Ub**Dd`aC&>Ym}1N;_D=z6*ZKeNr92!X;m0GC^lZK=GN#Rp z#O|Wimr*mk+H;W`tFCvYXHbR0*-x-9lmxmi2WOv~r2H&rKxHcfx202LxjucFMxAaJKUk8QKCop;PbG& zFjX5(Jk}TW!eBX5I=LHkft(Y7w>xr?Srb)oXt9b$t4~u`fGQp1QB*uuj%tr&EUrvv zarKTFRAy0gGwWUHbca-+Qj~`m_7{(t2kIy7FtV8GYGV)EY<_dGcdGY8#bMs|>CaVq z$4^n6UB?XW-;3=RT#uNJv^iqmstqBk7cJCYXb?c>>y->HAQ{gzgOw{k`e0SFe{l)% z$bzCKYq#ubRD&&5?h=2>B5ckq6zpHTL^fk}uv4f}PP{q7rq|0Q>}1-*Jel+Uw(_As zUql;v4|?dGddYp?Q+0AZmtjEg44sx{;eEX&)|5C0BUvBgO3c}TZ+zIGmYGt>mkGli zkG&d$A{5mK!TzoTPY~I6W0-fX9w*q0 zG+wQt5q z3YYg&DN5XuXh|z<5n256(o1sGYMfM0Lj`61grOc~$F_L_k`1rjsbVUdYb(s_x2nj5 zb6FX=g%~2wmLb?XD(sbG(k4G3T1>7`Ku5#Dz#bIN@&UXGP@{^!_~9!`z6A`4$_JZG+h!=Go5Ja z-`{>P`KD*SpXIPvsjzZotzV}UZ|a~^q7!^M)<(r%Cj@<8=tx7^Ci|9Y+4DLUBX?+T zOgT{+D_1^@Ty?SjZ>|X82TVk}(K7cU$1B+eu4{8k z?^=$BIqpRX-@IX^RejN6`}gQOvH#28_}9PfyW|F?(ac+nA|GwYfzPSHM6ht>>GjUrDV$zU*V ze4c-coI1uuRj+KQLw;z?NXg|`1+;=-FY^cE0dQ`ox@hG{lye-UD7E^7tnh1*Zh>M} z!~8pD*CRb=DlC1=%gdKT4F5;h5@8}zjOmRcLZM0E%czyIyk^{uWf4B0*$*!b&*=4c zbmOw^R_PIBGa@iT~TQ!MH(*bFv7d)MoMs4YORFj?DSIW$WXBhTGykwSUKK;CJ+9 zeHNQc{1uH-R#5k6%)X=-79NF6{=~D*KFhWifKK5#+&F1_NlK*CSQrF6QksD{iul9% zsss0w01BC;{sNW!;qO7HM0%Ab1EgGzJJs8ot}D&%WEZ<*$(U5~p=oJpTZ4%*006cv z*|2>GK_Q46{mO$p+F&tV`1~QND(Wb8<8d-qhRXe7$9blE?A-J67l}rhULsJjbSN6h zW3j%A=pVzjmgtAB(i#Mg!dq;-;_iBJpx$}x+larh>+rqX##vTKVK&^_9!lo6Q*QHl zGU<)LQ?CA~MAQdrcB`NVl?%?4Xqy#z-kpPiMxxTW9K~5phkpdW*8UFOz1*9uJwty# z@Cg43@RXcRR&?LK|M<<)cBx*e)@GR&%~Nsr>R^_e$Y>yi#h9KiEW@|KVSDRzy$gfa z&Cb7^&3u9!kKe0)s!(l6MfZi%?eVta@nTHCVRw|^<=09d|LaMEjsU5j--Nb%!f_hq zz6%GNjHYvOb0$WAz0K+@(XPue>Iq{755BoO>mzaw2Rbp7EfKx7Gm-|N7%2VAPTD`| z;ZlrpBx=*uX@35iRy-VS%g!@1RKEzJ)kQg&c#o_78o7_<@)!>@nB@YWlgsqxv$!Af zzIyBL%(a&26ZJ*D(*P!fYIiI%*=D)XT*&19aO! zEmD`eftN|l;PaH;o5fUQqb4=Dl_C_77R*R>Z8TF=O#3ol{v5QSVe6|?u?Lwe_x5g zsKXiZf@i231T%yS$`y^m*Zjg^TPjvVDi+r7=q$%!y^yn*%~%`_v_T~mM;`0_aJ_dC za)85mdAzJ0u1%$ok?@8_xgT)1$;~HnChBbU?~dwLbG+`(zr5BN+@CI@(rt2?Hr_nC zS@liEqEr9){kOZ>XgybMSaUm-uRt_kW0~CS{h-cjHcJ2Wa5L*Dn3lw#ZE-^%N?K>T ziftF%^tRX_eZ(7h?Q89iT(bbMT!tlD8;--Y-(Yjpjoagpn%5YE z9YyXB%GzL(v<&=O_h(AzVoAj&X5qHcHVjz67&>b+W%^}33LsIT^sbjQ)dJ<;sw*hj@}6e2 z`WjD|AY(FVAMYVtF{zhxUj7ILwC<{d0rP|(-Zq7(5gvi ziAU06(W?IR7Mv0k)&)HZ#`sYOaBucTVuEN=oz~hRX+Y)QGN56~G^X&W+)(*Lu(adq%n`he&S-_(B4B%FF_3aBA@zmRf63LC zc$Y~}NuATR`bzHSx9>TEE9n^As*;GsK?IX!l<>aw1E_ws2%lmd{_TgfKD<~xr=lvjJ%a2c;zA&MJKB)$|o5#ncB}%ewzK>@iD8-&P$GS&Ia0l;T>_4cB{(x74GQud9 zUsH#ndl&klT+ja_v&$iffG5xA={~?s0G(7cMmmw!e3rgCggRcZ$J2lNbvFS%Stzs7 zbvt*@7h>6VX@o4~jkETR9+nkQ4@c7rCvtZ*QAf=u%^%ZCux}e4ceg?Bq%ovU;q`e`{XjcgAbiKCu6tha z74M<-L4?chSAFe1i~F_qrWQCe+W2G;e>z0+0OBoJ(8LW20@g-Ss=R+QIWCsMe4uyhUc^h^1YjgSfd?mY zWxy}bPf&HtMQJg6$fcr^c98+M5aWH15**IMVREM1Orf%rc>V*!M8fj`sB)^X2Y2}+ z5?T$$?EWaBbCe(&&z6`aMTS!9l0!ZVmTjZ1(~=hof`T80g(AQZ#RrWL=gOuk+v>WD zXg_B9#~90T*ew0@PX&NgA%i3Fmk#MZ9`^Z#jE6sALMxe{nc$;abPS%GA(4CO&V$YS z6U)1Ba8wlux&#&Q+E3K$u{Stve;H2CUoxJ^i+gmhod1$QtuA=7X;>}sqU3Ne%IE)a z^Lg#NY+4Jb(rn~gFsUlQ5KS#sTi2N=CJDrnHLRajQHH{mr}zcK68>8M1g$}iK#xXQ z9v$TMB8jGlRs^>QfE!MHsFyRNzNnHR;(HLL&NqW?f3<4jT4H&WVnwtugaV~(@r98B zkq{IQFck>T+k&+tBXVuKSfFc|S(LBJb}+q0td-6&gzl};>TLq?N=G4ry*EJX+FNaO ze{M`o#Vii@x$ST)rp~+<(?;MfU#JWNhbq7bne{~xEMSc0`+(&CK$NFvFsIoqETrYv z8y2lKM}3FB>MUma#bR;fN?tTt)X}_Nm))j(5OnD&gHKZK`2#Hv$8ns7UR=&Q0o2e0 z4DCzG{?Ykknxylr`LkKW7rRX4PQMfvJo=hkAROd+j<}rfo1H8+*ONA0VFVD6iAQAz zu>vmPq=|&kf1g>CNT~+F$fM{oi!9Xp50Qt zW#NrcjRBs0w~~JmCcOt5@0?OVIQqsoaSU@eOejnFO#7hLOi(?WA|?q&v2K&PwzptV zIpt*_7iqZ)0MM=II7tlHFp7=Vc3^NwyNiWRSEJ?1jXF5(WP}55VP=`l5GzcX`RN1f zY|8Kbk#TWJXHb`tnq_>rT-i{9-Xg@7w{|EW17?a{jQjTeC_3a9lEd}JHLWgZq*+Kr zYy~@sK;$%b|DI5EGADe(ddH4!Na0-bEYk2rV{k%%UoK1;@C(8_TKJ*@HnVG9J? ziPvn6Msv(BwnvvA0=By!P`?t(?Q6uJ=Z5!tVG)^?X&KVyIP?_ilm^xAfNDLm-zd&- zDP@Z$fr~yMK~ako7pNCh2Ps4KZ|xyphN&;A5}P!~c(~Y5@Yjg&!Dx;qlEq`tc5eJM z?<`cy&rH9;;Gn7wn-2tLqFB=)5z>_uq}r~P>$p4Gh+M25#L0~i^a>rS!)Ki|u)R*Q z92-Ee;XZ;AJfU2mX+)VwGTlZeDYPKmjo_9P(PXZ5sjCdTowAtgt~3&WjZF{J0j#dmq>QrfBe~QGGA*-uig9N z%B;bruL5@ld#q*G5wHe3OHohHCH*nHb)9ym!dQZ!3*HE4>SrvO1QHYskIamHOB&CD z_5t?+>fH`6$xornFRb7&Y;&|BxHE?sv@W<8rgl_&FJ=jtwol+UZj8YCRM&xIhW1o! zO!f(*IIkUEW?1BXAS{~Ej^L@VpGh}~a3(^rbygbO~`g8iLc=c@1iX5hn`L z;l8GanV8|x!AM%&!t&r&i}!;(lUkH9h`m_}n*kKClz&-qln%H{GVwg`;O{sUK#OyI zfq=d_uHBdc6o|#4Ye{fIozp(d z0>eF6rammLW@hjl+%T;ljz3;sDMneMlJtEsnBM;N5>xxY6R z-|?URup4juCKnPD@4JoQUFnO?PTowm4m;?Mgc0PiFt>HhcT5jvCcag}XU93{9DQE` z;GRzWu`w?rV*;;<7Du^jodrDlsToVOz}5%*{G*feB25h+ORx7bug-`D0Vm%Lw1>oE zQ_h_L1bsxOqUz-GQ>MP0mR4UKG-&s^bPsZDk3K7;)S`tP2ID9Aw9Qy7vAz4CCI!sHxlk0VUm?Dhsc7N)NhB*DMWu3-1&kjr{bsP5-|0DuI0UC!2GoC82`^UvF}#T9c&Z_k|AK;#K@dq>&lz!u zevi*jo*f5(rD%!SN+C3qWv z8MTiJ^FVjz^WU5Oh2#c!GYIMSQ0h71eio*pH6!7=`o`CUy!C6~dxvWFO+(AC$k$(U znM_lwT#mHn>ufVKG)lB;$Zc1eJ%HGl=U4#t?Ri`AxE%hnI&K~Hy}Q1EWjw#i0mc4d z695KoEgX{>Dojn4B@3C-Y|s#FT!Fu~ud^p!sCO#8hJWvvZJ=L;mp`*H zmKJd-v7zNiT^JYjP02UtA$$oVl%RJJhI-e+QF!l+=ku8;cebR?PqgWq7<`=fFyi4@dPSlOn9N}i%<_wmtGQwH_ z_254kn}MTx&zS@5RX0%G+n%n|-cTzFCNb$BXU7Dt8-5CE{AirSauZ_iea(2X)bOBW z4A2cSqnT}|O4i^g4JNSX{|+=n zA>cnW6FGdjU>eXU4=vWKn%U;ZVbmjSxxaL5`05?FP9`ojFtL49)l=ulZ0MQvTQAM|<%h;= zrQ#_AS|8b3yl>*fZFdamC5)u^YVt} zYkSYh6MQuF(#&=1*Tws*cheJRizRXmf3yFqypToZMu4Cl`D1gjB%43REUsn=kQJWj zjYhWy;$bTs_}RZl19#zV!NFe}jYbkcE*m2#{f3G5cQhVA7{;@ijd@s@J#O=YpI_Rw zOqV6>xB6piB;N@5@G{9A9ehDDy<>BlFmENs?z#FemPUY_S$i=+&&%%rqG!H57S<~eV+sb4ECSKW`j@49!w^87?iae zzFE)J&*$4{{^@@J62w{v%%j@y-fUUsZ%SIb7POmACV{dyUzJY|M23AiG8d3f=bXrv zKqYvb)B09oqMGS_e_3Jru=jkRQMLupYv+Ilmiyw@fuS)%A-7MIXjdT>j>n+=KAz#- ztW>?-dX9GViig$B!*Qj>mDb*PN%$0?hkINfQ)$JG(NOEP8VsOW^rM|o` z$OT{I#nGt1**=(%{NWS;2H9^F<5YuX_wHg>&-5LoEUsp`f&Y8k6&(ZcCVeCUkGfX% zM-l+ECju0hdjVWUM;k_Wq7~PL^mZY8f&r%b&Ts}}M<9H1V$qCbp(+gpK%zK2^}ZfR zC2M+gUi&7OQlR)f-DD(A^X*g-*~yf&j+)xxS0Z0Yir4RECg~h?8{G!h6D(&7NyHM@ z;>kQe(13{B($yGsIopnST%@lG)vB8`EGQ_ksAI-vR`MHuiy`7DM6|gHw;1deZ?t(< zkBMD=@>~V5%Nt;oG&$rVNq2u{q){fHB~?EJRa`cRyV_ZM@xUGYRd=hGC;o9D$6o>q z0|mo|g2$SJ6HZ_`M){M49t0RbV}|par+euL|90gjd1&@o4I`NFMIaQBc-yANZ9sVu zA58;Z=7+WlAf%Ajdjun4Nt-o^*-b8TxLg%m54Wai!w9u#(=xs`n$A%;;Z&?taQyt1 zqA&;neaY$I{DaP1`9z(o0v?-7Gre-rM=VBF$-evFdi{`h#h>9O|4bARIm`m@A9SQq z-f0iGOB5QVI+Z?89{FYyjn0-d8l~xaQA^_vJHHm&FpBLAf?1vV1q-y>z7MM>aih5z z(O4$nvSe8*b+z?=coGjq(>vj=v=Q#uO_31;o2$0!;1Q7J%ghp1I?X$nE4G!UlGgpn zasWs4{ruV*H6!uZ#Fg`8_qMBl>l;;OV@ZJH>Q2Lk7fr|)2PjqjZ7=FDiZWeW!&s-qBb z(Gu`DCngRh_fK2S=2|~QonP*;**iK;V)J}_$7x55Xr)O;=sx3P7h$5_bIy6bFuIVZ zpQ$%dYHT);O4XL5oCVrbrr7#5Zro_zPzg>S6C3HWp*7`f5u0b&W>wGiV9@p{2C;zm zvhHe)K_U$L71D68-WD#mu$m20V+|!wZf_4JB@*&^%EWHunh3V740_}jmk_xA7dZd- zoyTOsZ{f*h-l14zg_#i>$H&LHL@>=sPdx!Z z@V5~#kGjJ&IqE`ynTgHJPzHFE$7%tW{{us7%IF|2Y=*j-|*#r(|%D3xlQ~@$u z1^i#`{Gaf1I><0C^|wn@e+V4^xD;jS5IyN-k5Kj=e{aHo0!YV@4*Z*k^IPdo#Qc_W zk*H5B|2Mb6ZT$DltHd=emdN_IfqQHWpu@^N{4vf7qx z!{;GWZXlHFySl=7)ntC5p8CN!&uRasd?k2fLs?s$@^ANl>w>5_Z0~RcgdEZ|xtt`% zkO=pu)!A+>H{GyW-BRQ6Ii$Sl&m5DYo2~pUD;#iGCA9lPN!^rwr7-D_X+2(hetK}& zpE7qpzx`acSWf!46{EdQ!OtiPb=K}UJrzicfYPinjePZ%SGG4Q?U$L6JYe8Vjt}uL z-bcu(??>^YX zwR(H(pXn0VuC0A{*zA3c$8MAoq-Z1nP}_d1=;dt+FdCT^nhKK#sI zf(KUFB41hUT9faScZUlt5-5bc$9?z>3i{!mOW6|ZkddEur z&3N-J)~^g0t25X_WNwI~xy z#mF6$+Mf~_1jOa-jocw1?iWi6h%k&GHfis3#e5AX4o5QRnDN~aia&>``+HDFR3SdM=B>2 z{Rt+7?gsJ!lBwXt`6YuFoN3L|+hYCeG}d8zQ0+6iaoQXD6n(ofHh>tJhGIcn?Maa& zCdNG7t6E!b;JJVBydTzdKReHL9Rb2HRtfxHo*TVf^N*V_TfHA@*LGO!ekvYWB=Ts; zKS4~~@48fi4_pdVzc&MrN;j!Yhh~#XcH-+wi>pGD!upVJW3{=-eT3#jk*ffWT4hk> z`Ddns8C%8eG%M$mIW!;!0k?wUmV!C+(bXBa4M$V`6Zm9K5tZEY*lW_XBRWiZq` zw|3jwG~;<*J+zf3^A0p6-6_E1GjNBDvjxEBI8t|3Ajl#xN0|`{5tA}u+0&=yDoH2t zYHwM@GHNj$C;`PzOuT3C>WPV@EHI7QAaO3<{GU0NQWMz)j*3!JA7Oz$| zy+Z&jGNrLZbWEeOh1Ag(cB>IDHX;xTgMOpp*zS5@NF&2i)A{xg8D?K}A`r|`bXODq zJrG_pwlmnu+cD%f=kXW_;Zpzr@Yo1^e$kEINV419r6n9x0)F~w%bCQ8)GC>ZIIzjp z7iSNo-O)^(6iu`K1i3J5CI&XMk?}hON&)X3dK$gLVw=EPi73KJ`_aLqGJ40I(PS&G z^IzO_8YQuifuDXoaJGKLrdE|DPSPmV68Y^&yne@l1>!E%Y|_(~H}aGJ+9b7CiFH|| z`ykKikPy;@8*~XcBOi+fBQzZ(g9oQg`bKp<djjD_xqcntwAm}?&Fj@o9o^O@5^~^maf9Q#8%tO(5VOPJn(+Bj6bdpJNPHwJHQ9|iq5zUK8r7?RjgteMnZv=3wYS&R zg7Z~5vvS)C9Zmp%{ueyDi0pC@&^r&TQ+|HGoRRAp5c0U#iCkG|gH?wLm$I?3Iaj|5 zfA_}50pQPPvchRNv{#3Bft0Y+ePtz0%#I^uY;HH=-yUDH&y&`}_asI&<#6%Z!6lO4 zE154jL@c*i)S(9qjB}gE(UT&O-F!ole>hM+c=k955eqz2n(gEQx zNx!)*Z&%l4oAnI}TEa2T&-gTP)fUq_%lRUMQrmEluG9#kcJ^|yqz&zAo8y~(K%9`S z`@?lfyTe&hWh*|5MTE&fy43Q4Baj~Tk}z)ED+L7>!{c$GU-m6c=gN`YQ@)4&4nM;! zS^lOyknH$IjaDPU)AdB^;KR}O4~KPDZ;?a)D|931BUM!U@F|_&GI}$W-xyV~J@HT3 zG=33{PvC0T-;aTIn@=_{tn$9Dog%B5@FXnEh&g;Ixxt;e`et)_k(rRzKsB8s=a8AEL4Qu?Ne6B(v^6gZ762ljBe=3a( zsDKC4m)8ARuPb7gU#I9aDtQSx3d!mmf#HW=n_RD+mBAIC-#hlc`CPh@B7|l!UKsgh zOqxc0%9!`^^(+WM@K)_*YLBh)^(rul>6q=%+ObBtPO$Z%U4wY2&X`nB8<)>9B)Z(X zZBZCDU*6mNI7T(BW?rl}g!V_f__a=E4feh}#|nYwxi8LQ?4IXsaFj}xCvf5cnQm@V zm#DGSoNnU!;EHr&v!H2|Xwm_9p6mb~>ffT7yySXsGu5tyGfd_WA=I8f7T`*is@{X- ze0hUo9RUx0ZJ2AuiwnHexOzyZb_S&WexiO!T&?wAY;4f07cpTHY?eLu*4oV{bCmM@ z-__s-;Bwwx!M7dXYjlc0K|zw1!sx)|$)?%7qxETa+ZgmBURj$pfzgwXBd<7yZ(TO- zm5X^b_y$j3=br^_%@N&C3S-j{P-thx0MbFXCM`5g)o5XIqu;WJjcoKO>Cfbx2%8#%7JDi~6ku(H&f&uKIlzaRTri)qz-WHeJHHhpXi3`rVHq#b;PMJB8^afRmE zIq!AY*OCwQzDokjo|O34`yXXSDklBJ2tE-^T(@fJ|KvUM!$a1Sx7Q#-Dy)AofGT%A zS&-_v96SIc+11Ro8iz#Sa*2P6#$}i;Qdgqu6`d{p!8A>a1A^Q&#`IANp{YeT^V+8p zkHB?!euQ=Zwh<$QCXjy}8v__`^53dDm-r)p_e{V6sgI;~gI9&#Hf9TVqX1{6=<_X} zTlM?WGtgWod2#(VbqCfPo3FS0p@Juppr25Ty5*<-?C*V2jDZJAzMUfzmcBXQ@^Vi_ zprfO$&nF=Et5+ZZAvha8V)jN}D??RzHp_nb0FL{R-vbQ;g^+eROY|^Y`kZ^a+7>+* zg?JdiJRepRd=91kwDr+I;q?+ ztgY|oN4+?=AF22uAn3e*e-{8&l?kP6sCJ!|p`&iO^C-b@x8alwDpZ5TYwP3Dgwyeo zJ3%;963f&5^+c&MAau;wAV9;RPWy+hdjuPF1860-<-uptCQBekI@dUK9fy0VEsQQX z4{`7*%W;;_BlQAU?!y&kIAkP9!Zo_hy<<{GxJ;^bOp<>kO(4VRuq6^h)D)~Ry zB7{Y|@e0&gmo0Y=m!0NHzu{2(9T9g60~N{y4cy%(%r;$qX z6bBJ=k7e*El$>Vp)y$Lrb#-;C0|EQEb$O4As^Bm%fNb_Oc zy|c21cI(z~7Nv<*II2rHac}W%4U$^9JM;qy{L}gnqLC8wZ^FyZ7u^pOaBE!tDoFD^ zp~p5 zO(0WnBAwb#d*_A1={)&NuI%pgmw;Ayq{C@e<@xsu^636bO)dxDHKv4%({|+2ezAh! z+69R8Wp{_u%6gm*M0B1!oU6f`Qrnbp{`(b3OLI+Tt^oTIQeyi+;G6~q(jrg&{jMBm zvbD_!1T2pqVb1~5B;+P!&Ysr@PpgSN)BYkbktVPxPbx2ptJdaBv&XgY`N_jFTmS^M zv7%gK-2IUh} zs$294$-+ks4uvp}!HOgu?)hcavJV*M_{tS3{+*MG-4!=cs8vdTK^!Li2Q<1~-y&x3 zLG$_-UvR9#UYEc^Z~CQso3be+RX|u! zq=OYdWqrFb&g*$SY?zunNDFO)C- zJuOAXt5nedVb34wm;KO{fAy=Goqy9!QjFQOP10^UK>H!TKKQf2to<2 zvmiTY%)P$ckN}HocyrY_1e9|38OEmQ+oMnHDF@7|N{bBWwkuJTgHGdP1>-+A+-^p; z_6r$5iM(e>Nf^Rdf;2k2@!EZ~RWd6>f%J82=)G#64=*7g@_W67l(-2|I2d=g^y+<* z?(d*RsI`J(=tCfmkkXJ%wF6{r98)y}yP8@JOXUjdcIBL;sVHx$OiDsMk7j z`}$wh7oZdESio56eD7)e?;8L8+euD?0dnH56UVRX&rplsW8+5$R9`O~?)>-K*N}hn zP{B+PA%Ca2AT@w5HL(xIKKS2J;6T;D){a9d$g+#94}tPGEep8gQnYU=n@9{Ze`WQE z{h4I_j7D)5vAI?ruSp z&cmTWX=$We=@9TxN=r&N2g$dO_rCwVpzp&Q<9&H!@PWavcC5YkT64`c(ais2wFtnN zkaf_P$s@gkV>=gX@8*d{z5jQ-E`m$YS4uKlS=!c9P=g?3ukFy)Uq7U4@&;PU^` z(;h2mDMH@N=7gBAy1)a@%vA1o487rP;Z%NxQ-M>eZS~R#W*q-e-o5yK7tug*vq~ zl%oC-0B)BGU)QDvhf~VvP{EXBjl((xz`TZjF81k0loHWP$HO7U{XSk5HHh^I*fPgT zN0)IhL@a2o!eeUPVR>9Oh=_sevzOWG7)`#!Ic802CjP4pMoRSE4X(BV|aFmUCa&vlf^TM+m)%ZL90Pzgk^pIr0>g)X*w<#Zv(OXH2J3R;M{%UV`Xr-0mHcK8RW`X+@!Gp-wuJ zYlX$Pto3$nYMHqH3byrgdzP>;5-9!%wH(Y18=Bsz?qXU&%i&yk^NBfpccX{I2J|OLPIuT;C1&6q9 z@8&){$&I82XLzHXQQyM6hic)obVeJgC(})L?|uUF8V#f`q}DV!jK0idmb!MU=BmF< zf;kOiV@PM!bCAy{QjAY~#`ohc*TUOi+8=J8Gw1_JA69!(ifiv4Cx9IE3hXBw7X{t* zD;3UNHkp9yz31iV+W;3w{S`9HkTI5MRZ#lKrFk{VVWO{psYVx65orsup#|w@H zkZ^bWR{T9Z!vMO>2K>Ix*n8o3&D(muRjhBVH~|C*Vz{uXm~V88W5lt>VzF=no~4am zo%#6QuSCVcGqezn&nW_pykz(#4iy$-%=6vQlA)iDQ`V@JgJvoW(kbKBM$l5YZH&#? zD=jtOPpuH`07iJem^stkx9juWY8lVh+@d%=pL+_8m$~M_nDywC3D_dB=!94CTJE1cRxO+c7}<}&{NcPA*lvD6b7XQ+&t?z;QlI&G#@ zY=l4NOrCBSSI)NVC{fy8-}J+{p31Um4bH^lH#T;Vid_Ii3Sp;phs3iFC#@$5vP~Y8G_UB*erffFm+f-8P0Q4U=Ab9IH*Q z?g>(W4mvtWs{K44V|FT}kW0xidI`SOh$fQQS_$b6&@$8fr-Vtb~i~ zILN+yTDjZoe?7C(>IT&hrr6GU$AMC%ev@#Vrw7fKYTj~ALg{DN>{mmRzX=t zoc)AVM76*d+d_vqZ=TPaHl-rdJ|<1W>$3pi!rfWuEVz69P%F4@RX$Nr2@sIpY2$86 z7jv`%887k_K4%>^IxKPwAsDkxl!BQG6BifmR)^+P4LMg>J82DrFNXBlD6N{G&uHZ$ zD{^V6V+y|!CrzjYIN@NSt8b^q;`6n6TDS=O~!iI95zWX}kQ=rJ&0c`4rX(oM3 zJD?L4&`OI`g~}!Ii+P=SHd3oHoW%nmn10P{G+m3NGm0l&Chi~@-*kP+piHCmMMIOy zd-+BbHc%z*8S)7fnMvV6*g$>0q}MSewCU60Vg=c5-SmC}^%Da+&APH%0sm(D`EL05 z?78QiEV-#Y*F`9W(=B+=KOz}z4=0g_XFW;xBAdLwHPaSZwfyQeDL;k7K_ee=O>+?( zV>l44I|b0MmOSf#W`jzt_z9b1jm*;`K!)oM^gbnO>C9DVND61jBV^K4XZgt|EKp2w zlYK^U8nzm?Hr7GD3|ru_U+m7mrR2CuK9=?i^z{v=_Bnz(5c$;S+Nm9CX!Q82s`_A& zFh$xg_DOH(OgI+d6^*=)(@y3qgMqA6SAc9Hl;}HCXKpM-J9!I`FYD~5yllxXEK{tM z-Pe(^WmxwHp2%r^3O&|e$I0LEitmPB69|!w2eM?NguJ~1x4iFR z*)OP_2p=)ec)JE1*Fy8kkZKJ*OD6zC-X46fw=-r zRW7R}?vxqfv@Z>wjbJ$zDHWm(`@8Vj@ZDrLtHQp;E7BH{NI|J0lU#~CIONFkRUis_ z;XG)kXT+~C9tKtTy#~pb`om@2PalkWsY{@(y}=VKXoc!Fcl3S<3^h_*GXMCEJzMGw z#V-@k_75imT(oD~!=kX429_x4RT+y=Yf>Yf$oNc0;P<=eO@tc-xBcuOttWVS7|&I0 zJ7hFJSkO={ zxw|}O)_BgRyg0sl0XV}ytE@pp4WIQx--j)iFH05)o+wWr-e$Au$FoF+js&U& z51`T-OCC~g*)2Qm;i-}>Z*;sNzI(Wg7WuPoT*NaAIk~(7xErITA^&tla(ax?=BPrV zM`I;qOWS5`wEXbMurul|s|n@$G@p4qn{gSWrd)7eKlya^8~c%ke0$`e2t^_F{~SpA zZoKrl$BIsCMdVLVIk?asj)!H}h|5 z|9B(HD`Y@*xhof=m9#q(TaskhPILT^5h8{#+RaNm|3?AQ#WDEb1!Eqc(Iy+cHyqpm zWD|o+F38Pfa)Ex;U>ES_b$R?kK8bu?cSyRX-!>z~(xTXmuW2PBx5dRmfjOWl z3W}d!2}pEZK*17X^agKxVeJm!-PdE^5tI@S zC#AWvy=V{bDqjUP%pG9mL2S~5;q~Swn1BXX#8>5g*5Gx3WP!jqhpQXa8XZ8bzvc*? zT16T5?fyP#&!Z3;*+i_n#oKeekdH$@*^%bhl#Lh1YZ(x7i|eB_30@i4i6NjaI>IuM ztD{pXJ3}OzzYA_prmBb66070V$eN1w9W^A2|2Qd^;N}f)|)0RSQBx$hf|| zCT?H}1JOuNvViD9U-EoZ#O&CO2Z(#U!K`ua>+4Q3N6x(S#(5XnzJok)^NId2>C{x_0w)K!^^9u*E}| z{^|Q9r#m@{1zASDvC`t9x3c|X%A+cU^*aH{nb{pAAPf0iIvxNa#Eb&%a2?M~AhQz1 zY^X}7UGb7s=(Lg<1m4Nmk|2{Mw*>9V1aSp0kXte;zc2O@yfg00y$s<751n2jL?znRtn_%5 zt%Y$h2EXHB$eNegZ`6JtWFUU$T00-0j||7sUq;6nDpUpPl7o+Uwa&)n09wurrH_GW za^!VyLm7;Z{h!oC*CN(U5xL5AN>Ug28+NpB&hs~PtIf*&u}D-A?jX;*G~k`aoY<%r z31WVEpfgA>>um;T+^!fBHT|7qFJA?t?G$R($ASV?_13os8spI3awpG086_|>idLS+(+v>;3Im>e!Ow&kW`)2@Jhi@^E$YJ4zQ}7{`a-le zIX(Q)ZO$gy{l}(0kMn*Karkh)b~Y*mJ-TF>WF1g17#I>M*d#UfTws7B#YicFM)F2% zBZlKT>YZkKlcmymRIKFf`K}iTkpBMA9hKQVzYWa;WX7jVQjg+H;Z<)bhFh_WZ3i=z z&~ue)v+&C%pTw?K8^_!E{TSR5;zXYMGp#`{u*f&Q$|Uk?$luyQ3LhRcVAd(Vd-zPa z02AeVq>j>Nxxx4IxEbUG_-oBH|vY+kTrYb{9A?Ex~r0fi!<1S8_)=xo;^Y<(Sf*VaMk8BhPfrSrnJ zzL$iN3^|e;v0TPb_Zu@Kdev5p@^@*iEGFo!Q^whh6uimZHWLlF=25S7-+m)p-0%A; z)S3Y8=4_YE;<~mk7SXdjRYt9MOwRcy&l)^h-R`pvH50?D?H3`@2EMi|bciAavw5Z} z3s8jfvCZo`Ki~o$aAGv!-`J`cpO}CsW=OihF@mu5$G@D+k8v~fMxEQvj#I&M)qT(= zDh7bL3;^Z93*1>WK>9F4Hd>t1V*LJ=^0XY<1`+_FmWol}Ei<1DzN=jn1+k|o|I|&7 zBsWnj;R*wvd$S~3EI3wDc~1ebP;kEGFOV=>sCOnnf}LtbC}y0~MP;GY)F0qN#<2f(32%TMg7 zjYg+TwCg<)vH^E0sqqvrn@TtLR=Bp8_ZU2bil7vsaT+$|jG7t6A*39tZhK2b+Uk8t z0t~^#EKuUlUe|KCU3AX*DbuvboaV=y_ajW+qTrGdsn|>tF{pLBl=rN6d>73?W`nz9 zOh<|6ftyZ$RaRqS>`Wm4v~lCR6@)jYIQrvhs-@*?#@Y9;PE?r^x8$W4f5do3!ux{;dp zxN@eaOT5#}lhfu^^{zvpVGt_modvVB9Tn9bzOdz*+}+AWgbN*p=c)taiiUwlA?$Mr1=Su+susbobw^Xcy$HtR&NvfXrrba> zmQX969RQsPShh6h<89e}v%V|2-8$Z#m5f3v$d8|$yr1P%!|i5qNWSBTuA5v_B+s5_ z1h0mfAWlu6PdP;Ww0M5kbkb#DAl+{};F7PBqMn0;!*amt=hL5dQdD#a;KRRKkd}wK zv^1Rj!W5;oqeIe4jlGhrV|G$3#n=mJ~5W3xgRbF)_RQ@&P#N%*YbMV?t5@~X3y@+!0a=E2;>&9zzm_v;mNVssi^ zs0>=+Z^Dyw!&bOrW)mDmlCMXvgq@#;-4LG#*@3xV9gB&DzUqY5k{7h)(XzI5-Z8rd z^Ey=L@Pb{DO>HP9t+b$TABBn}^Rthgw+&&TYZ&%n?B=+u1+C7foVT=`2g5#?SX;>H z50K%i&gQOe7in>+%?OxaI=C4=4|#e1^A6%oI1%=wN)bDIM@O_Bxh#-Z@}{e~S3}R= zhIc>A2g-xhGhe8dr8alGG<9+(Aftpum+h9Qnu@_%VnM%#-g{5kzfJM)^>HZG)RlB4 zYo$=)y(bWhLWRh9CaeC)(0q7tC~tzHbX~C3BKFBhBqPbp)KrwcePPk`pZ&V$fq>Vs zk)WGL3T648%6rIA#=q9$uhnz{jNLS@d5vXoCS`SNQp`LzOF2>ee7i7qD}C-zaP>@` zxSQF!bc#Ri_seqSEt5kg(6e#BIyDQASJ&UJ zJTqoHb=x^s+9^MxnbpD_Ox9a?EPHH`T|rY*iFI+HuK4~W@MBJ@Qj^~*f@xt%Ew9`< z*mpT;Pv02mievENywT0J*WE|gK0%(}vLU1y80swF;xYl%9C9%T300~ zZ@4!(fN(TJ?V6Kf;!pmQ+;ZL8r&{Ls>j<%g%DAN1u!5$ztwU-`0F ziVhbW_IsUWvU$iAEq^n}DPWKRKiwC#q_!UK-`{c?g;*!!$iipa2Mjxuv`QY%XnzAb zTt;uZvQ`&iliFbgd}dosll#3RtLjSs)7xraIMR8YK5mA|dU-I_me`u%dKtv-eP1-U z?F^@-vK))sJL#v*uFRyB_T1PQT4kO6FruI7Nprif`fzH+Qw}jcS(M9paq0fB_Jywt z^bH577A;E>H8(etEoBcR=U1B_(s0vtge!)wBa-W<~JDTm%&+zVO(2k`jH!dBf!MGsedNFjHn_vPe=`^uv4#qM1=dV?q_ zdOG9VKbyqPB*IhCRg!t59VrB3%g=2i^``Vz0=+d>{?x6eG+ zT9UGr>QfpX&ajij&h8|3*{(}HlFNR!CwhMOaT61c8)%WqP?!s27=WnFAAF7;s#?r7 zBV8_0FcBl3dFJlLQ#hs&#stM>Vu%Wu7I&Z3< zp!kA{+Z3gj^5Xg$L$&f5=X`tpd_%zbFhPK~;LtZ3|JwyiEDZZmnn9Fva}U;PnmbrC z>l%Cnzg@5d9?_UT?>~;!-z{{I2ZJSGZbEgw#b_91OrXt)3g{Oad&zelI4LzIYcjuG zsJP|51P7b_q>``pi2p6cXRJGFGSa@c;4i9Tyy68qx zM9?Y}sHQ8^&#%GZ6~3`y%OCu#s`V&hW8}lz_rnq2I&feY-ugqrx3jZTvM4YxFbub` z%)ReJ`P-p9UN``%Z6pqt9BAk5c&=V86*dX%F5tDy6GE=Q`zbz+EWupa^nVRSJHbuz z%7gDN;sqA+g>*en7#y}or>FHM7kI|x0--#ZmKGKk%N!C-B)^S=AU-!_J$^u9M?dGc zYtO(mFo%c!_V-DAyoKFikDLGYmp(Y#`-EDa9w+XF8^XCEl0`UvRkAc@ggtsua z{Z;bfJp5n+-?skz`pbEz6TH|COk6cTC;mm_aFYhMp|zv`@VDmvKkJ5GT6FU*Qqol; z=fmIZ9Pb5QFnV3E1GI)z-^J}LSsz|y$1wbgQslzY>zZWr!L;2!mI zuVE+N#K6KLpFstvw+I2yw`CnA! BZ0G<0 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/change-zone.png b/tools/llm-bot/images/change-zone.png new file mode 100644 index 0000000000000000000000000000000000000000..2341682bb1b07302b81327e75df53dc60e536178 GIT binary patch literal 32920 zcmZ^L1y~%-wk_^Xu;A_t5CXw9xVvkB;0f+-!QCYUcXxM};O-LK-CpNE_gp#2o3Do{ zy1Tk+%JyDsubOZ2vSP>xZxO)2z>p=xMHIonp!9(B1sn|UHx#rsRif7I?RQ9(|nHb1?mKBMad?R z`fvp5WHDl#xiIj}L2zdc4G(uTP`JssnyzSHnD)O@)c$}H;oieh#x~9~jidPhAxx{% z`3|HZC)PR8F%abg{$>|#Cey~dJ4PW4k~HBW&ZqMO4o!g%+AxN`{`_;ekKh-2A?at* z2`xK3TokA`6xftqgdKO`xgSR7;ktHL$2vN=j$dELH;|ByQjn0m%3oh!-5y_Gy%JfN znb#l=o?*Z^aP)E!AC+8yc2zZ2moSl$0iy%baA4p;W?)c23LJR91>Rs_kTHQ^u)rq< z@D}+F@$aipdfy@cod&!3eWRd~u!IEgsbpkpY;0}!*~Y$mo!TFG)SQ{Jy1lxLG?$T$ z6_ddy8$)9zXR9y2vw-n9a{);!V|xP1zcTWG zet-4<)fE3~=YP%u4b6wZ1N!ey<3o70r=11^69AJC5ma^tKT3zzR~Eww0Cn;#6x3!jWAo+#3mtTV#eY!+lzU2a$5Z*Gp4 z#)ZhiF-ZP)z@b6Nf=|+OQ~vEDkYfUhrtORv0zL}tF9#F}cnAm_E>S1;Z&#zhdU0Ox z|5_@E4;Y2OIVIRemBrty_5H5P3z9+r;x7l9H&7)g5^YDBzg-o8c%ye`)6ow_#OF?d zO2l*Z_4(DQcRZ7ScsLQ%n%37VmAJjq?4&y@xREVZW_z;iVsm(32eIqC)hDyYZshSt zb$kRwyf=s2ZDxZaGjoR1!t2yBKQ4XRZ`-=Kd4?r!O@~Z8iAy8w8@8G=)t%+oy3%c! zF<5(7|C+mZJ|6z4dt;0+zT!&afnyU}X2$_7x;OUN z4z`hc?{F}wqxp1I9Ym#+C!45ftZlhREuBJkkAOW>Zb&&au0;(C>d+QIGVL8 zo6e_HwL3uGe!O&g^3*4jnyWN-ax!+mvp$(SZ2QzBp*3Z-cAcnHZXV7UezK(q|wnR+8>8h;T>PhKxv0Vpx80yc& zN|ht(^Z#|VU%hls$n7*dqG6Y#m#G^=X-9Sc+(CSC8%<8MSfX1kE15_~nk5u4Y5dD* zr3qQHL$kOJ8nMC4hR1$A2s4%4Mj?a!lv1e=smWoMK_kbrl`Dot*p>gPkLu6C<>TWm zJdU#*EJRaLKWDS*?0OmM`q{`sW9gxmP)LZ+^Xc<3oxm+-Z!lR|=)+*InNE&-1e>kO zH~gvkXDkvU6pc!)j5hbJvQu5ey3ZTED-s|ScA^(C-Bu6Kl-4VW*5muw*twITEu8Y& zf_Hgl&^8~l)B8aKGj3(NVe6_jj>j;xdUYjGPPTV)eLBQJ~vg})_Yvsonty# z@o=9VXz~<$-DbGilx~2dT!nY!NQkc#4cAOj5Y(rrsWd1_o+MEGtC$uUE-!`q9j~rXqd9FP>q1` z8Y>etK9uT2yxl+9nBz2xkvFiyuGlcK`S27Urrs(BGs{>y?D@J^WT|XL9*A7Zt1j&q zWd6it$39q>y|?Xm5j+@6mlbBdN#-V}lK@V)3?Jx%tlreUTlvmq3LJ~wL0Z+xhDHpu z7K2`VGr-SrYGISwc|G*2kpr(?TW_rym6%c~^`|0(5&~Z7Lv6iUx$fXidh@5BzMM_J z`V&fbF5>A=ieyrlWexj7D9Odb<9Q_;?n?ZdpYAUu_9BjZ7dWdJv};6y7z97e*LmcN zgy9M{IqXyPhG74EPUCXW3=Ah=G#$@~b^f{~8FbSw4nDIA!X|Zhru?xSO|Moa8AI`n z_ZVVRvLuOxLgrw)&epj(M>1I`<-Hk&R02cns8*fivF3Zro!Rt{p@~DjA47Luo?&C? zO&#}Fs+)Th=lDJP7(CL+gHUH?AEn(|w8cRk+n+l@!^>5E9I|?~0|ioEo*(p|n+2 zHbwZWOvhS74I3WDM`wI={?ti#wJSD{uW_(+gZl-fyt#7qdY`81R%~B8$(Ph;3E@Dz zF9dX6E8KMDYwfe3qb-6VccatzUywG5YqEOL8}zro@^Y(l6An=`#1}l@)t)KVe^LFm zL!bcv)-5-2XvMIWml`Ay{*+Ad=?gVpjb$Q+G|zanBCC|-U?Nqe^t`ixHLq(?^Dh>! zP=91XMJ_c)%VS0JNNozlTcT(JS`6`I%fe5^2i4lI8Zp!kWP^ocod~AlRJDl4(L(#N z`&(Dv3=fU2g0z{(Ho7JIhXSBDO;cplNpCY- zitWyjxHx67O0k00qSMhPsTU$ujma@rq51}Y7W_9CCpw=(_r@wsC|d1??` zFb*|&2&ka;wR-;6OB&qn&D7jugi_KDAj_QR=_JkHS zg?7s17wgNPe#BiJ{L^05`65eYlo8WfwZHSoK7TXNAM`(EDiPkreoenJIi1ZmjVbE=qC+n>v7g3-#Diku)l$bc-u;$5apw+jt)=zU6<3N*rp=6OR_U5O8tt3B^$(`xwFCRm}XIHCJl?q3s@A5H5pi zSgkB!G__tbwT`gnjODX{-U_lvdbbyGywCIFLQ??8m=s$>0&hvVK1#S;uN==P6>aIqWO$fjN%Bvy&pLCIN{-D-vL+07BHy>2-DUGdTDRs|A1 zuLcqAPiT%?c+8$Dqs3R|EYX|2uSY7$rq@QID4?yl^-0GEE|;7xUsmdG#l<>}dsHN! zBsSTD(1xlh(=pUvxV(hXus@CXlNifqP%~d`46NTPa#_$Nw?EoYR%pizY;=nUNkTi& zM43T?2$GV6R^{HRg@V-Fql%%g>j|4lwv<0ie=Byfw7cG?lbtJHo5&Kt>L&K>>&6C31LoKJ3nr3$Mc9WIB7$KC$t$6LyzA&+YJUP(Ji$wUUyyzt{3 zV#kVypSz4p%Fb)Z$MCTna!hh=f;4lFUVFdHpff1`fF5@yaL#CY1fxhU`s*H(=ZVBS zUA^?IoNlXIht4;sA$e=HRfwlE*;BL2H2ivunMN)uS~Yr2gu3nrj;lT z2smSh@otuw_r8QB_R5rUFzM=b4;9dp_FcC37RvbFh(~1@K6q@EZObL9mzG>=jIFsA zsEQ)c{v>Zy6RcU*twxlm-=D6qV*)$A`)dpKOfpUtBZmP}a?od`4N z(8{_UUHIWk-5b>n@pqnORPBX4EZMV9yDFGY#uo833N7mBgds)l_W7b23*#sMZ;}%SIlM+xa>-Pv#JpEhYL>$P ziK*5Yeac(K;ZL|*-%+2^C0+b%mrb0Z8%Jd7QVD<}B}Rhz;INy<y;t`o6nW2oZd$|k=b{(ZX7ww|5TYx;KHWDvev^)A8I)N{= zZV>gJReS(VmQ}e_-XAR|r5k4`HnH5HArk9KA8WGOe(mc%pH1}%k%zM}9%g@Z8ULH; zA9%6*U#K3NXt#Q!N(MLKMdH|}=EUV{-%ehvMM|a7pyvuSQQXY%66iHuinp4EC~VGi zu`qYVlwea!Qn-BQaf+gGe%&vgC1W%!QFGBOAr&iN_Uxi)%x~detb5joqK5|gPi>Dx z>jXUzC<(z}{9@9n(*_k<`r|pJYoSD`<8aDNoF2}V@0_f-v6@{dGghbcwMh&NQL*t>B}?EF)0+f{JGNhfBiHv zZ!4$Byl`g;+{q;`ysuXxlL|lJpVuwbs-3vkx_PNvQ=VB;qzoO-lhN9a^z$;e!MXaD zTWSEm**^#G)Ctz8i(Ments06(>bndeH~3g5%MJBB0s|3Rl~w$0pZmLWzp+=tp@u(U z{ugO5%>b9IgoS$R^Ys@g-PyL0wrBMSlV62rXew~HcZ~c-g z8y4ErO#b#c@f3Q{%7(|C?7E-fC#i^0O4H|!p62t%S-Sm-kl2)oO<9MWot$`9yCu@& zuYPDb5{&eRD$&y2`kE&gTGlvrZI(CFF;s%mc=S=zDjZKaA!X%evfkEspouC6n zp=xba8;V`4`b$%}q4HR6)z$Heup&(*bl}AWox+zTM|0=`3}fY`U;qZgxa3{zcA$;H z2KGsN?IvmcC;M@y3oii2Vsdj_f3veYpRcv-m(2IG?$5~*w(n1|f@jnq+91zhumz8yV&d_i|M-yV%!QtKu? zXLvbY3dQ5whcbj&G$^z^McN{XgOg%&Gr8lqy}zV}&%VILOJz0-K>@LnO6|7j)!p4j zojQ>0neKFoEfh?)Zv_cw_4_Q}uPI&sKh2^|Wqc@|^e&81-NO zk}zX<&->trpyk+}S!3zEwupuWu&~r62bn&*rF@yI4&f2|&o%vDyvG^>IJsj|>AArD z;$?ROvp=2zQ(uXJ*c&}0EbBj;11PP{1wz#a@=?^j6I+)?Z)qe+)Kc(6%tHTDg$<^j zwvJBw&C>^>KbVAn+TI*)$+6A zkfq$;s(PjZkNXu;>ynjhL@hn|Ez(v>Vshv+0ZrRH<_62($`klbst<)~N$TrvRgI%N z;$Cw3{mwAA^G|LMa6Ehjggf8}MV&iuEbx19-l2*aE!nnxC^~CR6APQ|@PV{S3~eZx zuQZZcs4}MXe7dW<^jvT`-wb$qI4tKnDbc7l$#DF7u`QudYaU<9Af3b=i%7n?Wu96FSPB!H0@VM#{_^4kcuYzSfT=9 z`Fh&^3V3ZzaAl36;cvm&BeElolQ$pUnT|08AYj=}_pFWG9xW(YFE@}*<;lcOWC=fN zwI2olC&U)-AO|P+eB$TP8=0RieMX{fdy;~(nTVrRx>C41+t?XR<=|3~dwqE}-W^F+ zEK;U*b0msLWY8c(#9@lNKAc+`D${AE0uqUrd*f1dmJ2m#2J|&YY1~d@?0hj-NnXqw zT>-H~ysqL~ec=wrGN}NcVzmUdiFDB7b}O41)WG6+q%IZtV^6P8k&@GPJJ=rqOOm8V zI)zO_Gz^#2;c(VLje`UwgV&8JUoJBNXb)JC+tnMhq(CG*MInDU(sI4_S*s8n5R={B z*vw#5%W)4Z*2!usy-Klae4$dlcCXK+|F1!cg%;chQwE0bbnHMZIt?0 zJR@y3k9U&~Cfb&zfkrl%CqE{sn*)Ds18Ww$LB}HPO)2CesySo5P0$u9F`p|}hSM?6 z;i1$RrFfJ8lWq%5B9l(c$x5>YxKUpi9^ZlO>1ylZQl~PX`(4FNnh)5PlEp$*?sAiZ z6q8;XLnt=miui@BkhVm0H(n`2FNAF+|G{>YV?g=*7CY+du&lEOzn zYVmU2)}G$pUY*wOo)axDb{^0Dk;I8d3)RCBgxsHo6Bu6{7tYQ)AFpqYwX`xVW=qgp zXj%>=1Pf~ zKc46*+%L68y0!i59KcQ0)%yFI`-`Rxp4SA-i*-F1LpCdI^t_LeF;lPF%rn>65aS{5 zQ*+1HD<@4Sa2K4`qna-`Y*vSYzfKuH@9O-fZY&txu%8fXg(Jz=Eel0lZPZ{*J89d=>vdwPORqh&+Yt7&&e!F zN~wftQgMLipL3AM+4yjMFca(f{2=iSgEB`r2*vdU7%S6cvip;{lnOsY77>4SLD%1+ zJN(4ig&!vxF&&5^ZIZj(0_MA7!xsba>Of?CgsuvGw9pRZG+>_5Bfn*f0(`wg)|$bT z_r*x~?9xHH0A^LL?{#lYX|_IE7aK`p$(2rKZMqtYr+?rA3=B-JY`P|ubkg_Mgb98T zOzrW5nPRKf=j%B=#Wr^r4?;Ltzx?Sci(8TgjlVQ-B43(~JN6VK%BFY;dAl+(l5+{2<4M(gUr4FSx-{z{kbGTe>E%n5^ zO;Iaf8+f9$;6c9pkSCG`WS6*&VBE>ib1=TVX|=swgDAc72|4 zGz!be-kclD!0L2Gpjm59NiCZ;aVdt2)#8Rm1nDQ>KS7fw<~4v0=>zQx$Ky7)7?1)h{Pxeg)qjjH)Nkv;Cl+MTOE_HK&AV=?O+UL zD0UUIoWC3?4}vZQ+=9=1KnwT4jBlOY?#NF&dp4(cd8S%$9B@m%f^c2Sq>e~$*~Eho zd&BY7^l*}DtyeT%j69-%_0U}K7#Qjg9s!^I?9kLn(6We~r8=XeU{85<(KgnRA-mI9 zU}jUqPzd~MeKr77a@AhDJs2ys*5(0ikQ7vT z&Ns|~h08<=#}eEsyK!*jAL<(|7f1I}T3V0kwH)l3Uwm-E93D=sc>QCt=4 zd%4>}O&_@K^n>MMLl8oXfzjgCCm|Df!sB(VL8%rL(hFt)jM5y(Jz#pK8s*-;H>Vg- z!{oI6biWZqT$6~{=MxNp8nx#2suRlcL3C1cJMDfi(`!We3R?)GMVBOoBy$8<%dNgy zk$w`W@W%D&=@@{7M2CExM~Cr$qGxuO@4(&*cbUcBOv-Ldb)02<5Q9U*6`b!RSYPlv z^xkM%Ux6&vZmeRYLcIiU1`P9OaD;n@^?gWDRlfmm1;LmCLF@FY)Axn zQHw`CZAJ1Q?4o@kkr(>X<)&TpSz#2yz~-zc>o0wb3NDh}p#gF0&wP{$hqab*I~>O2 z+$Nwu82vu`Lt&~=@yCca3S9;G1Id>OgLzhN6mnxFO&>g$=QjyBW3cHFc1E+TsXhYa z7TH$*$jn~d$ue~&pJ&WuZisp_=G4hTH4X-+B9s=A`OY(h+DLowRc_{IQTuY{_igMw+RW$2+Gh zbb3_=#t@Qo7S(hiPl74XP-%t)T6hPzozHg|zh4mLZ`4!R%&ulR_$RPmO-NeQkAeDf zp)(5=uiryNBkD5i7S_(*EK~o%Hl5*tFGFq`aR1Oc>*5=`ziAm4y;L9e+Y9Zdvo?)_ zrTR30Hd$gI)9Ct~Hx$t8_uPE+7vf#H;*fZ)pB7$)q~6 z!TYlx0w);3m4NQ=dqLX^k-`O0h*ct4!+#1si8ODH|aM=T;e!L-OKWLtu#wTult_Rt-af%RjABXB1= zdKr5a&+Fwr|AtGj4P%+jh;suNc8A89q@VQPli|L3hs(oIQSz=uKB}KWtxVhXJ=ykK zL0gq=aKT@wJSK`c;#o`cuL1+e7lkCWjMgut86Ef#^dJpn7p3pB8+o29O%9925I=lo zCQx^SbE*JaRa1Iq6f@R!2xY)OuH?|J>R5h12OBia!=y(3y4T}RcFBbkb7jx2e7G~dz-9gOT`kn2FXTn5p zDMmk589NjC>;W+f2mBIi=;$#nxot3CHHzU#cPx{W(HCP*Ck7=N5?5FFLR(F^}D#?08! z;9PZs1F8DW#hJcRNfSCNZFmSw8WwM?VT$mMKh(@_@%;hFy_XCb8zQ?9Zv&k-+9q2n z&_?FiK4_A-l)G%`qJx$#wgTL?UzOhwkB!i^eE){7TM>!kLDn)~-(7jm*U_ejL>6kJ z`u<`VHxIdN>ZeSdkL7_UqSg~+1&%H=sKno&fKi=ypx*bJ>0H1BX?xN=>_KYX3$N4R zd`9JkL}RuWW*%b?f!hYOvHs~wQXcAGs0|2Wa6Pv+s5YtXFhX zn>}<{$a3WEFFwH+wIlqyFSWZvU;m_Go+7=^UEwD)Krca|ywC0MB+_u@AeIvI?Uf-> zy~+0Mx)&BFF^@~0Kbi&%{*D^F{;2e2f&7u|54-d`;^|W^4z^G5M4m1xAd|c)B@k`g z{wKr*&gjK=yb61>7%keA;>e!&O8Pzi^)`xiDTte{P)_!hJJ(wBsWS^J76S^~_rouX zdL45qu>GX}s)SF60Eu#eypKUj8u`B~?ahzje0!4456H=!j4@6;AFd?M9?mxWns@T_ z+C3Qo&;6MW=i*{Vitq%gv`e?Vg2?M~b2xuJ>(ld$e$~~L)Pgc-OwFfX@ZY>u1;*X# z%N;_=Ddyh4*{~N062qS0mxUFMwZzuDi}Nip#*W`n$}`u?-EeHr~dEG@}&VUHvNXqmzI_Wl>tfw z>CO6vorkdKvWhmG(*m4q7aWnb#v>pYYgi9}BNRE%f3K@_QlQ7bv34cTC-Z8>?1aRTLh(je^hzIJ2S!HS_JbLo|Va9c6 zx?ymBr7l^^Nej2JcZOUW34dVXf2iCSVyLhRpUQ9&!(9V^bn+H`#LMtA--o_S=ttb{ zFrzxrFP*b-sf>%b*>{HGU!?xVJEGCR39K^ z{$&8F(nlh1Q~!u_^f)_0C-FI`a%7gSPW>aXlJ$z=n%X8}LJ|?%=O_Rl_T@c&#~inO zez;ZyXtn*H*+D%KgiFt$<49tL$AQGHFvijmP8V4md2yyofn3a#t1?iJvY( zwAv*(B^u3Rj$`@Up$QD}fY#-)rm5SNTr?uVmMNY$?$O>F2c#2Y)Gz1!c^vaE)kDLD zpGPF#owp4CY*@GZlxY1kbHDpbcctlW>D|R5@>mKK%hH7h>c9y0<2Ml3deZ8RXac^IysjiHVuE>cYZLg|lEUY`3x$cSVi<>@U^-1;zK-Q-@ zEfGhP6_j`5AOl^U7SCC?#$_Jlx>{R%v-8>d=6S8rZG188Z^i*F2Tr{=s=V?P(;1~V z5$J45KvVhYV7icRzhBHDPbM|*QDjZ88-pUaJjf>nI<;LtI*vv~meqKamcP!@7&HFu z`)36znG8Cn_#(*{p^wJheKM>Li%5g<_1@cqdg|DWj;ZCv2w6h&KO61#9K1er0NS%c z-Rg)>BWXJ3GiD?M#}Iz?GKcKP6c!OYiY>|-obK};cd^-xBdP834>$M)dKy)G3CG-y z`!6kz2K@Emsq9ieF^nnf>a-^-zP@X8JZ=iZeJ|>{RIkTwvp{#PEI!*Oqt$Ylu=AI( z09Z`%j;y=Mb}uhZua}k^g35?!4jbM5nc_r1IXB|ExB_tf=edCPj%%T;R=_Q*fDd4B zEqIU1A5T}?;(_ynfHrQx+eetfCq=3cX+M6VLL(Fv2-n7yrp`(Mv{SCzIG?NKoLE_v z>nPX$LTmAKsgjoK^*(6H@hDE?U7o~#4CSX^XVDN}w_*`2gcP;>-*rw{-z?ux=6n@S z<}&`V-0UPrMTZVMo4*Fe>2{KaL^QA07e-LFmxDNsTE2TBCRpjQDRJcY7#V_$@~X zhAIrz_fk2#F$F6e;#XlHnUVc~fb+oKw`}ZnkUZQm=%uUD=H=7G+aU z%yglW*-u*C<%S1MBbSTSJA0(rzY5~d@O;qtig#5JIj+Pr@TsJ6QHfY)J*5qGoPz;B zWL5Lc`eS&UGlXD{?sK1cnN2So(wQWDURPuSgN{im6(n0%SIGjpjfo`Sh@D{*U0~Z?n8U4EN!UUR1-ZX8<`tb3=pp%hSCvz@MUsSx@DK zD;FtCfI!C!7t_DEza!}~on7Fv+efj&i7-6jy#W_3Ez=Cs=l15j5Uz=%&c323SAIQY&)^wFH6ZhO%xHRWK0u@9cY zzD%q#0n1#x*_0{F0NW4Ia5{-t3T%pTkEgqD1TT-lB|5j6>esn;F2y{qvguq_Zply` zyN0VpEgTlJWm9wCX$MnIG<&E;@HRjkGokI!Kv(TtM5-5Z*?d3035 zYdA4GNSpLQWA;}crv?9qz+`~Kj^L@QuG?R$udg|s{&<1KKxP&nyrbAwLcr~)%~7gc z>ATff;4&}Milm~#TCxe{ zUy&pHal!~E>?(0|My`RHOdi?(-PP)VYI&mv#QVxrhc%AMmBf=-bK7tF$NrD|`QNi( zU5jcx_s&wn_ae+8`H0Xth>km6SU zp4~eh*xN#neDe2wFW&r^-|sfZ1r`YZ4W9llk*^N#+_)HBYpB1d*J@I#-Qp}E$C(rx z3;2&(Ay|xLl}5c6^}}~p`?2H-`pfR{Q{_xDuXSmuL#)E zuJ(sy23`K=U)v*zcw?$f#|JM>$32zYZq9w+C2l#-ufvZR*PXalBH&xc`c4;od;`=In*Wy92@K9FuEvR?B&DmxrT5CR>ju z^*|&-CfJt`G@a94lp#2=OzGU8(Q_^DC1Xg1T^nt8LbMxQWz1&^m?UDU5?Ho8fBQoF zXSsrq50b%Xr1r$WjZeVk9^9hwXv)XmG2@_DJ~BWj6${)U0mN^&fe&OR-8s#sHxW%vDomF+Xt3dZezh?3? zZ+LXu?4!H)k5;SIP>5f&SWSm00Lx&f9tll>HVuEbXPRaGEc#nHi^pgGMZUl9kQ^KY z4`p_~v)bxLM=d3;QS~Vqg_kahKhyo?Nn`P8QkTS%&0Jm%h_BLPQp-et+31p_j`!Q? z><;2eE6|*wgE&pVt2U7eUhmA+ZRNU{(+m3a92g!0sB#OHe}0@pCLB6Ob*|B>bq$ZB z)6n)TP}IN%=}>vVBK_VtFyI>yY7DqAzzzcxTJ3`G44PHbH+jzQGkF^AhFc$RjnASs zV%TNgG9oZ)RVu0$rm?Hgsl_PMDh+haa1WPlX1Mb2@k z+U|)eh|h{#3mkVdt8enH`tNk{*$v~g+dYL1`&XHIL$H3Xx#U5-jQQR9!5Xk(zzspQ zJTf>t9A`WOq|=LUi|1uuu?YjY&#A9K6t*xzk?#{te$yIAQEOR{knPp@XYT#jixwOe}NCi`hR zIO~NsE$9X2=9D~NHZz(m0MUh}n*Zx&4{f9CaY~EF1q%nQYPUPs5G4q-`>YZapI||`!msA|h*kY{9>nUuG zzRy#g^*W1(l*{-}agqYevyGFJ)q*vyxM&7>r0ad_t> z-R>gesF`SKffoL?-y8*YWjKm7zbPNX7nK4mg$`*K?sUVzbW|ye|hBA@zWG5YyD1l;76Mi8WGAk zPPt|8kV+G77W$pmm)@b7x`P$htC$r@aa)h=qIS6vVKy!3lPCc+vh^8LgG5OW?{SJQ zZ-a*M&hy~t?2oT6gu6E+i%&1Tr!MnGbNv@ehk6ulW$q8}>^FNPJXV|6`ag!m$3TZ- zAC5D7u1$%PFk`|^ZX)t%!Jr<2e*O@RU$EO9WZ5Yq;uqw3_Qax77ho^ZvT_^E;AHGr z6*Ikt+5tRG_Md(3@CE{FW3XN$C0f;r%xeTg_LSWPfkp%+2zy_rm@i8Sr{nx^l)T*jDgfw$NKWI#hIOzsxoof0 z2b0O0F%}UAh+$vjSbz;Pn?2utqoStQr~3;@=){YMfG5qfK%Wf>9_yl-O7&;&yz3diKZtA-yY&$6K=n|J!MXgM%1Ig%%dNa2VPG1Yq@mnqJ|DKZXkY z+8I?R<`K2z-4{h6Sd5_hf@Nu&pVqx0GhFw_+uyb*0cLu#!jm^GA*1zi|2Rqza{5+B zq7^j~*Ue(FA*;rEMiG(q9uYepV9W-*JrB$po4!6g4k#4LXSIA9Oq1YPs`y&H>~$t^ z3IZUNjp=AwQSA3Ex2BnKs~LAyiG4-ut*ldQI%No7COp!?lWM>+Wbu!D-N$rnuE?PNl#Hmxt{_29?YOi@CC; z@Lk7W3#M2O=M%^V!aCee(^%+^5s9XCvOE61)GRH*2J?pC0W%hJ5>tKQ%4O{ctS$%k z9>}99>^CKd8RR}Bf*sA{zG^th5{zt{3#WQDU*j@5soNtnWLW*SqRm14rhWPmz- z8{111DW$|!t|_3s1YV15^GG-Zt>f98LLMj=bG76e?f0v&1M3tYy#_nkNI{-|*e1{3937*&Z0WdmRLH4p4tSUhgfodH3{I!;(>Xh(5 zBs;r$KW%JMHW6M>lN@1og_`cJm`j?>kd+AFkc--e_`6*U_ ziecHM@@jJ(hdZ0CWlDP_p{VUobTr?nBpUIy*s!}_y!7qNObA(}eanZo&`O~YJ!H9( zjTFnCH>VHZ2)XO9SBd#Of3(7a=+KD*FWG!`bOZSP7%goHcpJSxo%zyHU%prBRiVp;u8+z6GgiFGyxkGW zMZrn{lREqo^hlxLYN|JRCm8YOsJDkoceX4tP5*#Z6cC#Kp zZ978*o>sBa^_co1hXE(>K)gqiTQRUu9_Zl2 zVp6UaeeYrEsSnMw9ebav14~F{oMD>?(&|(G9kEzPgd@?z;EAlaUSa}}QydWA=6dqH z^EDt~mq}nK>_CJiJ5O`D+}RD+;zAm9o>RwXQrie*-Y#M_i1;8nPoX*{a-k3m`n_*R zYGpi`TW`;IsLU2|Qk;Ya{cO-QOJYm(A!Y*$Cfas*_V@(N`Sx*6$Jn7`t^Y>EnII0n zA#xmkNNvdCUmVyS83YPq=tsIcP1^7!!Hu!Y~tnZKs6RXv?$>D4@4_s&S!j zXn*Khos=O+yyY{jK}q%xe)oHWABLfY~Yp6rca52npRi49DDje}tj+UT)60wGsq!=W?eILg9+HR=+=uZQrI#iL za|w~_^uSZ3k_%CCpYI|a`I*qpK{Lf#T9iNAvJzs6%XrmE?YW*G9~Upz+D{}j+NqDc zi20}5Bi)?uALl)6c*uM@gh`Ty(0?Qje0_G>`DSBv@Rh1{QmJdLCG&y$c{Z>A{$GTI zvk({uUDmX@I2AQwQHu)wn^u=gO|s%B2{&QB-w4)K(?k!aA5Q7>YE^uVl3Wq~ba}BY zYq0Le&bAY~+NN*W?yLo&+9+SrZ;B#3GI^)~(8&ss;lb~&5gDPi^)4b+lH&CmRrnW% z?YO%{QjXV%pGQ>3Ybw}hI|Jmip|eTw&y!vS)&XtUYmfpb z#s6Vw8qk9Q1QsPIcuqOc65oRMdolcf-Fiezr`}h0SV$HgXTj%bx&$(wm``ORk(nS$o zhQ?in>RJ7SwoLJ&+~M6JVIBm!;_4p1{^{NWFdzo)9J&8WEefF^9t&+ZI#sL3{CE1& zUEFKNKi|5L^{4jz;YwG5TOfcxO>V!o`2D^=+Drf#4)L||zwsd|py~L!?#=$C|2FnN zP+J`s5Lh|FBxLv>(5+2$MfdIhtq)G&4n7~vg#gJMD<|7nqCd^+PK|Q7F@7rZ*yh1s z7WKAzCzPXJhzQR@9p;;93Lt(3@eBy`{d|NwJozDi+sN+Dk0ZSk6})P(eJ|WP82+wf zMR!Mi;D~=T!PW%~kiSvOzcpRT*cpIp zetCZPah|47U8mtqlj5x~(Do)rFpwfLbT9hRPg zV#@cd=da+Q2yKu9Cyl zkaY9j8e^+b?lnI5BPr8?EM|aT=ioF^j)r5!VLoPH_I@@rtz9->;M{z%;^#tBU0+_23FLNG3aRnpgn}5NHR=N%%TYCK!P1kJn=Nx$ee-c~ zLv53ifi2lX`Ba{W>aq*9T#amg!!pZpCjKgi@U7{Fk+w7a#hrNuR@b$BC4{!dxX#k| zq_lknMk>+wdlx#5(ikkj#XSV?UR0#Vx}i=BjXDp+DeOHBtfvlJ24 zT-=r1+CVb$#h}$N)m2`sQ8uDAB6l>^G+c%hsi7dWhmnqeLrekx-Bm2r=xZYFn&w4z zv?IQk>m$qmp~U=vpuL2G@pO^pr{c)7G0j?d?r2H)B=#AFEMX@Us11S%BE_#NAa@r! z!f@(+PvKiW!pc+%Oc{Zfi!Qro$97rjX;o7+*Ir})$Orh~UZ2e^a@rJ-))oxOfWFs$ zrd7TfJTH5Rmwvc@sq>DIKP;LZ)|#tTZdkhGV?%`i>V#!(VUaLhp4q9*H2c%W@s>hG zZr*MgDPBw!&rUGxY@451d!!L`F1nBGEfCh37sq=k5ky3btr7@z#fqtj0iW}frip!g z4RB?y6R}-@E3GelzWI|Wyub61Jc`XQ%tb~>(i#6Pl(CJ0Rw?yEZ?PLE-HYl>xQFx4 zN>T#UQwQk18KpObYo=sWFi3d9Jfdi$aI~%OY7OJ;OP&?nOWE@n*$GdTEss~KF(PRV z;jKNOkvb1VLNb{Yuidc=-oLvAO6%#SAhEmCWDJ${$;p58P`~CWzvFwu2X*BIa zvjLODUHUL4uyChC4by0;TTqF`m0LgoFjXq_+eeEGaJ~jDknQ~*&q|=()(+s-b1S80Wwyn>n>urG(z&R64%uLI zJ}@#{`#FzI9;Sr|iY^|?I}U780ma$cFks;;0|Zo50G`j&k3KEotOIu(Ki~&2Ow8jX z8AFXCXT&#uV(?X3-Vc(5oQ1Q?$8xb+9o%UR7O3gMyJ1E018w=|h4t>r^W0IUy?we%|al&QodtU{5=% zZ>8`0iH!o2lgx?=UD`Uc;Hqnj-}e%Y+uRxPC2FuK%AOSQs{~2=unnI5G21+yZwB0% zUc1=HAv}gAwN2yM%gJXzakTRI+p|<$jjEN4DZ@Sh?Wv(hZ$bj%J7?#I_xyJCu3x

?Rbt%^dit`r0 z6VxFF0k{Th7R_BcJ4!BH_zY@dp1RFoQu+`8eJn^BdwJ=I!)A0xItS4pn#IRlX}eHR zBXY^`H3gYJD)6G(rq zRjrdm_0b*<3Ccs}DbZ60?ydJ-6$jF#wN*)#t&OBA`#IWfb=Ri;2_xGs?--sNa6qa` zLK(Hx#zjL@r452?OE>!qYjlE=$CuFVJWS@Z6lvem^DX`0BZK4mGTTrd?zr(}e|6v< zpLAzbhSyWD$X)H_fB-UH8NqvZQ;)Q)_WVz3I08~v0ZYj#BDO%!{ z(Mm-9L?LR9=2;3B0&V(5g?=*=xBXJV292{dtpzRt=20Ic=^M4(8eI?liRK zXt0`0BXz_DACXgR0xz!lxh!Q{9mwV5Lx1B5Mw(O%*;jo(y^ZUbfpyLkQyOpmxt5UU z4O`P=mh`dVaGpD!){`}}5f$4_om#AClfl$s)61}$Y3!rCakn;qKncsOyepJXgH?;b zIlrzq9h6dz{zWE)vND#-MoAEBkahq&7Gr`=DK*6g9)d`|c!OeCfEOw^qMXyK<8@Q8JXxJC?8*W&Oa*?#vQUFiD z@^+eb?pH2Z*cm+y=N%ql4=BJns>Ji3ZsoMuQQ@|pN~BV5Z4H=)W086_yuX9%uB(Yv z2}pO+;jzo$n}w90qNC-$fXDY|sfxbGB1vsLB-5&zzr9<=!tnPPz1r|%2GXM26a_~Z zGt1FZJ6!f#*O;|H2`sYnM%=Jn^8Q?%cAasqLjBcQz!1`o^TNI{5!rwcm3rw)s7uvK zp7%Vtw{5xKzM_x3-u(G%EA8-xc=RieMZ6UXZwohg-^TqewXF6@P?)vM(z^`wuXZPU z8%gk{!*L#hgW)uNG$2poZ9Y~lj?w5uouH}oaMH?5bp!tcaTAW33jh&C?X9X~PwE4y zP=XKaB%|f*18G14fz@CborrA%Y%;JT3FyaVVIFJe;_Wv98a4g`3~D){66&p%eMUBr zIa4!$XCdYSQ%e-}hy>GPg8%_73qxqw&~34pTl=fhZ_%d>r@vDFq9lU~LK*aXe*j)m zje_XZK2in@R4RsnCzJk}$S}ngst`$zpi*S!yC)A53CiKbw609xGWoPY5YGm1)5-#H z9!uPz(}AVRMRACx!w7BBV|gGF!HYLJxtne@57t>`sAS<@A#X$g0?~H5qfT4;HpV04 zuEjhy0VTWB1WFXYU38a@{!p0TkE!1b1?TNzM>NfiTX#bS1E&=Kf?C2u*=3E! zbq8SKs&}(@dlAaU>+6I%E;V=7Cc)IzpcF8kNb>F@`mnxX;`I&`0_MwG>x& z0Frz1wP>Je%EtFu$Hfh__M8zrYOxPEKHp`X8(w+js^E^dw&@!U#=0m~tG|c=Qy@hv zJ`ylQ;M1weyfeHXiZR=~V!5s3f1CmOqA3%`lu={b24zeE*NfhyRn5C7kK!p>xBGXo zD!DbTb24e0#YD9Ruri}8yma{V42+V$1jsVVMzI?9Pexky(583PmQB_i&1_(sk9s!? zmTWhlWZn}^Q>eYpDvm*3fgz0}h=5atIx830)3v=?4Oi4>rGiF6cd@HiPi%A2)0$A=Eep;Do9&TeT-aG9ZfFSC(6B$0IThS(x$)L;4*s>B zEgM{3Hg%KNZYMKWW`eKMu)WDabF9A20U)cEo)tztH|ZA&3VNia=F3%V((q6?F#5wi z%BAFWElwotscw~&TW{U&&E&w=$pMl5k5HDk!WxVEU3UK_O5ix7PbHCWta4h8Juz&L z7+}zPec-e)76R~)vuf=cM%AS5e#pj5w;U8q(FYG*YM0)4O61-lNbTZ)_S!Wb4K*a%+Bq3$Q<0n108jtNb&Q}h~O^__NZ z;?%5urd_RC<*7kIWU?ig!U zVu=^vZ>@hko;w@r(dkx<3j^1^f7(=V@6}fwV$A>0r}{DJUS9DsrOLgj*>wqzXnJh#zUxpsyNm}U9#1! zi4CiXB2apFEOi`j8FZ}Dwkq2yju(?s?DG?iVuJ{P{8f>?xHMJo>&NQW#aC&woBrGi zsm^L3wV6rZePuJRAoLF10;%_Rh$$GLj1kXGltz)-)%Ma=_N#PP;)g&yCcSSeCt z0?ES7E7HWj|1KWmP&GmUh0xXw{#xnC?@99j8GGji26cnv=LkT$P_~Ei-6i~ldD!jZ ztkQhALORyx<`>fODyhh4dhTPRDUv~ZooxW!g}->vr=-I|NuTF-NI3W>VL9O4( z0c~{ok@Rhao3|IBiYq5SXmDH9sOg{tI)G}t_5CL5(tW}6r_#8z5$jqUZGy(#GRs+(d!XP3-DOOxn|CYWXzv;lyWs#tQqy8z)DFzeG68u{WOpq`*+elzf1^JJ%AY3xsI-Z-X3^ zGT&gd#xo=^odQ)M8^$f)r&-OvJ*f$D1UL>~(mS`TT%e zGYHD7OQC`IYRpMn9|i_}nro#NIofi);A-kyh$>!?TDB#i(hB73O?;v3y?PnP>y&0$ zBjH+IQ@h?bO9qevAMrbCuMAqH=BND`Tg7lkG67$9 z#Uagl(tv#8l|1h%MfyTiQw=Z8Pxh*NM{94b3Rq|?4JbtOqY*`&MZ*Mk|O!W z8{Masd7TH-mKk43+J1AaCZjQCyY>QFOJfrHE&0~YcXl;CpEOX6gcZdJAVH(;C#tdA zoO)V5#>*j~V9 zHSwHo{Z6~OC69-X^GPl}Aa-?!gl{Ul+MZeyk{e8um%$Uc+0F{;s{@U9nA7-6dU}{M7_SwkjrEkFbBWD0L$KgV+ z>%%@y29$-UP5U!ld(rMb>K7?9o@Dl(g>lLLG=HH#KoQn-zs@>_y0_M&dWB(*yX{4& zGDJxISfgvw@FdCLAJ-mi+?3BSy_`LAGLqYP9V|N^VHS!{U+MRDgOVgpIV09yC8HLT zJKRj<9>)w)A7m}Fl#1FpU2$5IZ zT^J&5XXwAQ-GwJZ#7-%2XjyO{9l^XJ}2yMt8l>gBFHrzNc7?OZy8 zVm9jX&9WTOLHHoBnC;OI5?Jdmbt@mH7Ci`xoo7HO0?V!b^Df?w3+8uhrTPlyLME{q zi08Kb{tr3zl0V@ynH!-v*c^DZs&i32uOTbz_BNlHnF)`MSb3V(rk0cm3~Y2MoZ4LV5Dm((ELzr{LqkD7Gr0-0GZw4P?qm}x$cTSK^4fJ& z9HFZpE`5}P_2%P{wYPr5!^2*n%J!`r1ek46%-*+RS-NlC>oOpxs6}CRyyF=02~uM( z-$z#CSl$i~YFb7IUx*B=FL9?$2KRr+#&lfX#%72LL zZHA}+65qeA`s3P11g}OybRV+*@ytJ(`R9*!^=%yYRyYOYf3())COYCMjpD{%w)*G1 z7WlP#Xf<&!%5Qffp8|VL`TrlhRbudDEP3aVhibn@$7{Dh~}X|Yk) z{rsfG16*@I;0!PkCpU$Q^uuI60 zqeWkk1KmK7jZ-QOQ?`5nOSRlJX+`A=dB=zw&lu4!UEqC2h<-BF9++YhUCpDaJe0aJ zRQ$jmV{gg)+0uGxRYQild!+yE+*gl)f{wcW9?r4F`X=7|1Z0=ZYeLbjAcm720gsvRG+Tpc*AZWBl`ty@bbw9-k zW7DO9B&-&+}jB23_}QNs)(iyC4_(<;(0(trHhIP*G0^)YQ24;M^Z zc7DAhK)BT+xBjmzhc(snO5az%B2EB4Wz#jn|Tk^9H4Z)t$iYZLTMffhz{XXm5qzZGsGz!jhtq)N;FUzvZ^9R++YfUb+GMdW)1z_N0enta51*8Rbzd1+!*cerU%mWsfF4 zz5eTk_IHm22cZa;F1D9FcELu(0;+ZzCkAdXQtim(_BOvv(SV${94)T}IdJs9xW#)! zz!QvLn^&$9mHuWO@?aswPWO-99=$S&+s3V@Ys|FLmT_@wPS{c1j>u&uJs3eq+DDYi zU^0D%;J}_Izqt)6J{OS*x_Sq3RGPn3kB!Uf>Q@WeAsiq>Xti2hu*c`*=zke{{6)W6 zLgeo^#9y=C=2g!$A_|}IFj>h4y*xQE*rNVEyEZ}&sqDc%-F2)LI&6tF{vXer-?=SP zQeXX$hk1GBw!$s$wbj&hvos5ORdrL-m$W*qsKO6pHa&*kn+mH$1H-cXbiO3t(fs%M zV=G=r@uqGb>_IXSvF#xaZihq_2gGhtI#kuI&wjteV5FJ>G&*^~&)?y(Wlils=&+fA45ukoQi^?KC0>-9-f{20iri`52S6rMB(rzzzcF_ zq!7(h3w_F~PaUZw_QGUZ=bb(1y#{yvbAhH`y-LUf^AVRdxo$Lo21mZu*S}FlaL?w1 zbK3x-U|UDiy)H)_yQIRF`F_r8l;xf?ce&@`63MSUb%E-`q|}r9^23^3$SY~br;c*} zVTp91?>BWVVI(j&;#=JXYwBx}QoniL6v#XAEE{nc&hcvce1sBsk3ap7E9D6(UKr{! zP>S7%ewPJe-@Nt8d~*H4n)-iSPscm)4q~{uXDt~A%Y}|514FpOJn3*ZDylMorsmBBu{VPL z9x;Ee2tCkI9kv=#M#zDCtl_3ALJGK5$t4fz@7Cn6`^go*qX@&NErlC;1b*#T zbn;-l>pslfFOu*4$1Yi5SLNH3hyStbf5BPab^=GeM_<2k6QLRYHg#R|wo{sl#YWh} zH0EO8rYQerG@NP_Jw3f+jtY_EL8a^L{cycZ)3A@P0BpvE$zA#kgVNTDj9isM<3>m%Gyy0F|nie9UZ|%W5lp94Gj$snQlJ!Uo+vqe2kB> z&XaVv#Wy+Tw+EU60lhilZn^jHw}HV&DYVu282ghY<*&AYLnWA?9`{9(+k z57+7mgZQ3Qef(vRTtk__CqJ6$T$ISa_iGdD9;2Y@^6exp(fsC9&dR_-l{103M&dWy z2BG7)Z~xzWsJB#9RH-hh`Sy6f^$5;Z>@_xBzQdNKXTKXt8ZZRRU%4C#bR$l)Cd($(tJ;>E7sk*9YTL(pRf4@>>?>!Bw?jD~o{79r+8k16{+=rqwo@A*17` z=jIxDNQM>}t#XN#iTQH3 zT~^jZ&P#@OZ>1VB6EcSJmWv5sI*Jmy0Vf%43A&V1iB6Ja1IV~j{DesSf><{)txWB# z8P~n^g{U^GvtuvPcvf&$mPyq{?+VOm`)1UR0{`*y)IFWuZ|z<4>7~qrR@)d=Cc`mZ zE&!fIU#r^zQ0_IbBbTf8_Zg8`uxko^z``OI_>Nffxd4aB3E|(?Eu(tI4^-sl%LeHD15VvUiLE@pH{G4jK5} zZ>SZbu7lMsxBJtSY2Up&IS+5`mq=U;ALTo|wHQa3r^#++bOMk$Iywc`53_2AyifFr zc}v}!h>x<(pbsHC%edpN?I0q5G`@qO2(4CKkHm|Ss*9DlJRQyitDol#?`jMK-d#W` z1{D-_kmtcmnw@dVKQlHxY}LHq7FNE$yTMP7|5Az{KAD~!^SsUe5UlGdDVQ@prF|P4 zdx$~bFDi=4i2kEA+~Yz#rCDAr|8zqw<^6t~*+$UX#^S>IsHb9zTn(wyMC`nWCDCaO z^MRLewRb$y*cvw?5xBqFf9l$<@Q~{q zFL$z3*RbPr=mz7%m8gw%m0{-!ld&`A(l`6}DlCrdl-slw~T{v`&TYSb}AEJK4?$t;JHso}(qZz44| z48E)n6=)biwBUFaX z8@|w)uUt!e0<&M<-QW0p7)ve7fm2|x%nGP5h$!rPDh-ue%$5}EHAn=w+T;LI*Yv#p z^V^6^rQ6DvL8F=8d1*4{*kPMm9VVz1o(5;IlHcNr)d3{1xU5fW63+pX)@u@ zPu{U0D@=-`K+5v`8!PGYPKVYW#+NsQOw9oq$zm5V z5yhg6hE3W#03u!;$v}ho5Y@)0J@myS3()nZm~dg z?QrJ~gma=lzlhng}YMqZejC5G*;VLNLX0tOo!v~>sk4L3+s2vrL(FI`@2agE6?Y!Xt#Qc z_rqa|RjC+na{AefHX}ZpG@h)lOjIX*Z4lWXJ57l3l0I-twSS|cH8hZ&{_*x@2EU)D zL-f(%UL(CGm-hL_o47*h@$;EGHSirY_AG}&%W7Dl0K0`FDGz99Fc+4-5Dm&D)=q|N zu`6Y_Gud=8XKVIwm#>f1ypkbghS6G@QNtJI@;{O-P4&#Cn`05M6ia=I?$+&y)Evy8 z?&sh48&^nk%#B9WHF$X_y!l$e(v?w!@k%U=Zgvif$ln6Ke>4tbFxpC z>FZZCnZE$Wvv*!yUq%GgWPs4HAE~&zSKFC;p1H0?29olx#EzbJM{z3j_+gv1Bxb0l zxH>Gxt7fb8z%N~tIh~esFqjp3ecmN-&FjAoT$=y*rGLFE@1$GH>IpZuMt8u2v zk#YbDr!Y4E5jJDwVF(6Qct4wOZ}T$#Gr@(fn0zhEu7@qQyW>`7r!&JgEBkd2*YS!l zHsLT&fiq?jj&r%^vcry>7vk;UobLb-3{yy$h(51>1UcU?m*3ax=HEmud4JbKjrsGV zB>iR&yBK!il(F(vv$r>XaX%;ooN|1uP(T4ZH@C*@N7O*ROG=0(I zw^FP&v0HLWSe{jlF)$w7Tke-50KIAkjUI^evT5gKDXWrUoyDZ{BSGVG*2brZhN9D& z;cK5k2b!0>$VhUT6Z6yvnu6Ee4B>QHE#Om=?O?Q64W7ets~Ph>xXt19^U`%ynkUL) z)E!(W;}e?YFO?^2EYdfD9As_e*LA_dg=vs|h4Bw&M)~hZK8YWd(m<0c2EYJAxi&eQ-ElgOhrgdLn zI`9Zr!C~0|x!T3f%VDS5c+cgegY~?jwEdM8gxe;|q1J4F6z`_~0NW5fIB%{)zVaYC zI}TA{#a<-*SZi=%(Z028pbTV2t7s?Q(9XUTm0@W75K?AdnZHt(ajRuvM1$M$y+6b^ z6pK}(e1nF|;4r)}9pDu24YXRo5x2O0SzfnrdVg6p^sp*=6GCa)laqy!nA2|mh1F>J z1Bf{=AvyO2uN--LjNQxJmBy|jTwb06 zt|>G%2V@z6=hK6`PPL37qx+psX8lV$Cz{6toY5TTkn_`4NfnOdl6}-O(4B=gz-oedQ7Ryg>+O7`s8=KpnPCpvT%pqbJ zdSiU|z_f54diEe~+lafrO6Sxa(z&b^>v7>yUX1@{=BTiYPWNOU$`2H4h27e78;jZp zKI?dwHsAJrfYs_yZGUB%)ue|m|6yVYM&7W&4LZjrnVw|v{cWFjmSq@kwJnXj!}jBh z`JNa@po3z!l$vC@d6>Xuv6wNPVHQP@A~wfQk&{lG1GRff5a2r(ZqX*`Y8rinaD$Z( zQEB?V{EqjB*02Tk!qM7Z4^P<|qT2J6B*;}Xei1X6{nE35UL#<{e zI1+A^u!-DcIE>xh1zl^6UgtC_6XbaEMW@XIK2qAq{>#JxETk|HM`m3c?XNGbAv3zz z^roZoAm@D$dnGK%a_u`3Jl{3S%iDYq^i=?o&;xw0w8VKCvp6>OeR|D#e6ena65E$F zgO4*&E5{F8tP5=HQlnowyd$kRWLjKlVfhkE#9`5y6YC>)0Fo@%9jzNtFB{Et+N=9E zqRGDSLPv#zU%kNQ(1Sf+w-Yt27r&AgSxrQzZ3s~C)*PJdPn0Oj<7)**N0<|$YqZU+ zjkm_v32bDvEYCqk>7Qc8z>1>~leL8^@6d6{g@|b@SgA(f-pOO9mD|M%9g&r~sIXAF z?v0?{jS~)fpi+FZ3abR`!BGju!{>*LxrJ`&!zCttG{)&4_#JPs5=NHe-IQ_MB;dWV zQmH43fB*jd%r|w_ig-Bf6>Cov^@!^Vuiu4ReH#DLln#iewdm@u$3NFgKmYIn-8et; z69EI)X|;hw(c3$r^U9rYfhG< zox``9e+jLR9|s$bgwz@}BluM9Is}+G3UKu=UX`BK4|m#gnj>K;wWNLb>^i&D3R`dK ztZ~3gLEq;mjT$EM${m$X%NRS}CmIeUdXT8*snmnJvw}N=cIMk6`2~~X=H<%Hml{}% z24$nnWn>)fbUf)4<7;^iP8h*MLnNIKxvobDvqfaCI$+_ye4_HWllYSaq(a*%zymC) zKN~kMu#x_?Yy!QwyFG__$aKoH_wa6^1*!}boSk}IXEbwt9=a65q`?`P3(<4YacO;5 zBpfE0(KXPwU?Ej}2_Mvu?@#vF7XtCRIJ$(o7?>*NCKt18Ev}Xs!j!Y*=tx-EoYo}j zbuGri>ADf(i~7Y1vQ5;IWp${zq8==14E=SQ=eBd;2B z4vl$=OjGF)9pDLo9xgzdm~?n8U*6cmMbka$d=i oIaUyvmw)~4FDTOvXzKDh?%X!M^+Ox#tFO~bi_44UiM;ape^u+2*#H0l literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/changingTimeZone.PNG b/tools/llm-bot/images/changingTimeZone.PNG new file mode 100644 index 0000000000000000000000000000000000000000..0c0677fb20946b94e6b7a7ea0d8cee879cc79b23 GIT binary patch literal 23393 zcmce;dpy&9_&=_4y17LqibQvJB|^y|ghq65&M9M7NtkoYau~%e6`=z{j>~C`!W=fX zR8r(H8^a7Gr;W*B#%A_=>;8NmpU3y}{pb7peLs)iAA7tXv%UAeUa$A{zOL)}yq=fG z_O_R#BorisgoLE7T)ucsNN88QkkF1maZ%te*Z!d>1BV@9*Djd}Rreg41KtSxfNVfQ zLhsTfH*bmn@Baw7>=q^@wEN@sYez?L`E4N~@Y}oFm}Wt|}iFSZNo<+Oa$Q@}bKXS1!t0fG%DT-mzmx_Kcg%A^Qt5 zGGcc?mKGN-*k^x_|Mn$BO!LN_saQ_q_qa#<5CwC)Lyi!t*lwfy-W|PlX>=dw)8f36 z5n*MaaoiBFP3Xd18Q~qkQROBhT;|kCb%amPYpI@H+aEb~ACruKkrfzX8XFYQ_oOBQ zKLuq)2#T&Kb3P4mJlrx96y9>~+~S<;9o}1oJXiOtb{Tm6 z%qoN{R(W#k=N5}~BJXpv^k6`QPw(EB+ZUCcelF4$DmmD+I7;j0Q%@ubCrl(21am;Y z-kqt75tqQA^pFI9BF}TBjm3DvJ+wZ3J7kP+UfTSkq^y5>Ks2#czD#SWgE@V;2JdsC zCrrSvxM?EO!(Hu~(B57_`V|l;r2Bzx5QXay^gd_DR$S}ujIJaR5MMc`=GRL1*K4k^ zTo!P#RAsd}W;y!bfF6<$}1OK&tJS%Cz68{u0{U*=| z*BTRF*iaKy9?)?`ax}1YJVZKge0u4*w(?*=ZgByot8x%CRc``M95@pRU-I#zNjhZN zFVKDs7YNVzgiU`t$m!PafLyuaR}u-VPi0Pw4XY0-e@8y!oR>_d@d1zhTT*wVPq%iS_Ktu+ca_y*?xkUQ@=_Zx=NZsEE7? z3->?5+*%_NnELlp6iEENI4@{*hnLZoY4XoroPNPPpyii`^zC+Pe?K>I7 zr2>8Wild43yXwO1_`+5>$s6D-%QYv2-Q(0{KX1|2#t%t)iTbTBl|R&zO~NkOWxnaO z+`m_Nfh{1tEsG9W4=374=HwmMSOxtm7)iC3dbnbmfA~97MyiYyR62ZJ+^MS!e8JpX z+uS#kbW#N zC@HU1^UCBy>zT;XI1IeyjQ5?92w)9Dl)$VO3wuG*w7i0_hW!B3=<7H_UW@ECa%l@o zKU%I*GRNrOupqTLMS3xL4!o>U0%{He(X+SGX*v1QZ$geaw(+GLv3Y*L)!VtFxggNS z?QLvsjnxs*Tf-yvvcmh1xrlzZ|Ho9Q#ION08l)yW?BCg1)Wm z)BE>Vj!x{ERPQ_#dK4N($I$GXkI4eoU7%;U%6K#&+)fMSxY2w>vbsu36ADGGNv-!J zu0-?}4nf*M!8zA&NfiH%X8Ey7YE2x<$8+`xF3ySDS zD+uvAVSP7jI__tdDc5F;?zkP~Jfb2+KwouWzMM3?Sl7%oGRVGW218@G|71wN`f+K( ziE5{@k}U7Z#zZMJm2_8zZC+51!jKGg*HiM{eVHk>Z9cN1xwSFLU$Q~tai4lk@6Er7hJ6s*@-*qD&gMnE zG;es|)ewUmsxfEwYlB^weO_u+-_V%om?3fuiJz2nX9dfjHPk^@m=!hT+R4;scFAZ| z!vD!k?vfMk0$h}QCuTw{dG1$?^0-2im#YKJO-cea$A#8RCVbvDt0_iSR#@u^g$d*+dxh@Ees@QA)(6$ z;#IbffBy-R**@-ls3N|7{KH&E7&zSj=g9BVE`0dU{P^Eae-$5pBXYw}|K6;4qwmu5 ziA}3OI!>zkCh9mSM;=^SJrXx@-=9i&LBn(W1>C7WYH+c9vF85%{;S^pU6~l#<~y>W zXk+_|nsy>0ZAcymuL;59QJ08+^bjc~ZtM!)hF07{Y45!b4d^@V?(ZLy61phPR+*Y% zT2B=hd-9E$Q0c?kqu99WI`xw$E1Vh{ep`B9-4O)(l`tGefAvnQ?86lZN@bl%W3|jD zSh=}nGsjR_?saQ*6rJCzzn}9QA#*-*`3-Y5MxQg~n#*Sf(i-r4P@kQO=W^nJ5Z!od zs-wCi8R^l{1EG&bO2)i@$HsWJ4t7J|_9>me_vLBal&N ztU=DXHwG?ppdD?UKk=r9pA82Mr}Z>kWhkLBZ0zG${LxFqpUj&pwy)349k72_o5K^f2qf8w`{l~*5@P~7QaRHCY`gP#w3=`o%Lz9e5$-u zbc?s9RPD}@=SN{9&uy9biJ{ruGZ( z-^-Og^uyf2mk{5-PXk=C^MUA{=9PS2|IRFyy3?zivj{>Q<~_C6SrIWm^v>xZw#jX1 zxE22;={UA>5qjGQ|#>$PrL;3Zd=XszL`)^Ccm)Yhm-}GO9MDnA#qz9~Bw2F(- zDAc&#q^c|ED>65EJN(W;{iiX0(pA{4d63i#{g#!x1Uty>b$fd!?*4gxf^-?=Xj` z?mu39YN*{WJ7-owK`LBM*jYdK_|pA-P+OhF>S%>^mAu}qa#~5_;dLO;U zK6|~sZ}BMAaQWm5KZEV{XW90s98muI_*IO##15R+X+sDnYr9-~CM8!M4$bzQk%%YV zzqu0TFjPLLQtr~@iRAJI@xC%H8(fZVc&;9DkB4nB{kS`!HcPfnvZV-a75^;u_{*q0&p-dvawGC~;Y$x7(WV_TU~pFzXJa>C z6l}m%f1XSkYJC(cp-AFhbdzxiX^Dc}rez{JeQ2)7XFkJ$L}@meKaj)oiT-*<;Lbzj`SGMBpmwGjvR54fcitEQ1RpwpOVO5oQrR^Wfvh_@8S84S9H%Z}A zRIZzcOTYPNdOHwYfSCQC<*xtB)c60}>EAQ5vhW|1r16s-X<{>zuh07QG`%=sCpxpe z+N@+NIboojWd#v7rgb=UL_zdQw?6&xz7z3XPVK{WKJ@+)D|#McZ0_No2lt-xGK1q5 z8fYGiW3BX5C8Pe%%$F~lZ1W7A)y8YRtr`P{wUrMPPobV9C)2+?J4zpLg)R_y^hF$$ z&v0d78prOIl$5kB%YQ7j$sLuB{k4mVac=~Y{;^e~uQLaz56NYA_-Y6qw}@Pf4*L51 zSlc!LeLpn;09-0Gj*gr$8V?n0_6lC(-cx&X28%5ul{3w{5@Xl{t}JwAH99=By6|-5 z^6j|q)$C~rgCavnShsF$&fpn1!%6v+vkNM81>>ywrkgd-C&BlYcI{$Da~cJAd+` z+wef8D~~H+A&6lesY+Hh`f}g_w7156E|g|}IVFpDoe?FIvSmv#EP?O6hcvc8$aLI|wgJ$;>tgyMvA{8K^W*+D*tsPpga1 z4Y?WL7HsjWp~P51SJfcO(5*1Tt?o{<{@A^bH8pVNAmMcb25Efv=OaPnr$>8YO#==l z8Z3PLkSOU$ww^^4%M6xS$(usjVm6kiVp}C1b%Gqj~ic1nkKIQNRAZ{wz&S|BkO5`^)%Lqe+^u#QFK!2%rXe6R!!{%nFPx2|Zcf}C9unDlb;c{Ek0i4G@}y%- zWiIPuZAj5Xu^%J0LdBIBizIp!m>^?hUZ3%Lh-VMF^Xq+OQi9aS2de`>_H4(-i~fnV zD(iNFRXf&Xn&}$vtv^+h`p)YT6e^OkZg_E5?U2c6EN_7zSy4J1BXX`=(I_GSma|5} z9fcV+j^0hyLa|i?`0dcmMCp%$Wi7#veB_#&sp$xkl(~^h+)x~UUTTQ0>im{(Ov`%b zb(`HEMG){8c`9#Is`CwSBT^{KFpOKodD)Bm^JP=(Q?P@U33*D1oK zH$IQed|Yejt2}V492r0d;MZgZMLBD?k+p+}}j%Ay@ zF1`1t_JJSAb`^R3WteZMCxHiE96dWzABol@mDHdRzGzzLu7|1cJRBR*8y-WlBexhw zbDHI&q~J>Vi<9{aqckZ6z3Lwal*91JYdBVG5)R3e=H3OE3`8$Nd1AM+0S8}j#=kn+ ztMeO05Af>r^8h9nX|)$hk$P$*Kuo4$4+?8o zd;9Nk%K8vG`FX=db-=*=fRnvF#|$pw%zWM8{{Vz}FbKQzpdBoZIZV30cU-W(^)U0D zUvYtX$7N>SWYL9^Oucs@`!&wOD5?T*m%DwxzmaW2p6|VWf}irX2Ww*zPj|+iaFFPc z2ua$lbX9#Hm#;orQQ`ve%he0aLDSw`d9kU@H6^4BEq##_KC8436;d;fk~;pk-nxA$ z2lmPHtT8V41dDq9j(ad8;VwaE5RCBcZSe&h(gx(c8Z4H^51Rq+c$ zf4qpf;n8^WMX)o&J!jnZ^rNre<^@`+BdSj{39xYU+T5GCU z(K&ZJouB{QM!%@?XzoYscakjGnJ;okQpBaFR9yuo^lH{n`yJe!KW}1=y>Zfd*2jk2 zVzplw6SFyXNgc(?i^5EyIzFW)1zsWt#NiQ(EHD<90b8htTMjRNBAm82@NY}bdc3u@ zKXojY7bu9fM_4DG<_E*;yyuN&eL9Xteft|17hzq6J&S9}aPF#VC>gXy*(<0i7oRR0 zyujQGt09gd-ZydsX#{oWhyez>qE_OO#6vtMX5nF4>_9iPiPE?ez2Ct*HP&%s%Nbbh z-x&Q(eB( zxWn;p6Vn)?Aj#aN>LQZY?IU&_=H5}FN_(tS<||XLNgUB%@LG-i(qv71 zp{l-*&v&;%GrT$s!TLtij1e^FrH0S^z1x!U4Z%xZx5BNRYJ91EX5NzVuqobhr6di~ zuC1tc;!44_!`~Faf}^iUAPSpZihzSjq_L z%-(j*G2JhZr9KrU!{EHS9aqEOp&gXrZPhLyY-zbK5F zw*_B>m;-<*VRSbCtjIwOw2f5idO{qQlV4dbS8?1XXC3)OTF$HMvW_?dD>aJp9>{Rq zMfW`@0+%X9X@ke&pL^0mpNN7;5m>(UkU8~kjMa`2;u@5t6m)*ks60E)J%({9e0He3 zB{gF#S|NLtgLaFgC3aJ=6Q*i z4{$nfQwd?g#MIgU2rXhD(rjS_v2d&As#W2;WR5E2r73@v95mCDS8*4oO0}rRtyfrY zZk-;k^-f;omTjmt-fEXHrN>))=*(aAMw35Eo6ZkbLvjb7+}d%%)3fdK;VcfDZ4>SSU^J+Tas-IxEoqgug#xK`+ zPsB>BLH3*lKVt@0VPQ?thq$lO{87eZQBa_(Mg+tXD zzu$Ym@QV+J;pu@g8D{^0_h=nkc(JBIK6(_mm=HxX{)W;Uu^eV>hp%e~!@diJt3<2& znqb_q080n225Pp0i`%JI$R7XSc)kB2aP!SuNm%(+422&!&SxQlm85#MLAQ`ogqs*B z@xs2G?FNTXdDZ9m30g35K~zdX_O*WO<~{wJAO4wWVW|AeJ${G%4KUBK0Crds-F@hl zp52kt=DX|A2z1&$x#XbN%f=wcV>^aQ97rOIdzYXR=+5=5MM`NVXcd z7*I@payH6D(Y_pp&+;jjz%N^(qhMevY!6)q$ASzwXsh%bo@z% zG9EyhJb`oUuf9FizPhjwq#Q0mOnPHb4|5bJ<>2a!sqvbr zj?II$rig*mQJLpRy@T!W@hv_fA2vW1K%ld8Wy7_{-DS?h8836sgk{#$cviNrqK;W1 z^P<>u1&nLa>%VStw#33V&%8F7R2m;a`z^7zAHi~?<=yeHW<}H3nA6{!vj*KWf{F*E z;w7{t{4lfz#0k6n)gvKM7VCbL^*zc}6igjJo+9P1i5&6I_FukymeW(k85OIW;RY4Z zqt_zn(W`fp<+PTja`pUK=C2y|1a~`L#{qn7QyHy(<$*nOgB^(A&gBHd%MsLIdKF@v zbHtvx`Q4fNX0Qlgf9*^LMv`1e{1~up7XaW0p9TX9*u1Lu6;Zy!?X;>?7cL-1sbBeB;Rwf7bdLognr&hPy1m(FvX2k9nnyk<3TRU5ERVLP7MA4fHbT6MZ0T15wDy~+q zWE62KP)Y7fy|L7ty4!QLl+AU+K@4qz*^F4ER%kSKNZTU?DB1mV#gR52cOn~{%fSIOaS+K z7`13}#qWVNh*|0$#G#vMoZ5X*ub&PfJ}8ivzFk}>E9JPPU8HhA8cOn$NSAmn@lwyU ze)qr?cwH2_2W)%On(`MwMGsO8%_RKxICV|2iA}>=b&)HXPWn#&wnDP9U?OeGn-gMw zQ)b@QtHTen2N7rD3*l1EUAZ_zOZRTsdIcw8Rrnvy>reWP!DgEXX;QFiZxMRO#(e{Nv#?pPAsc34eZz95_+tyvm1xmt2CFS}?W3fA#@2qQiUg(LEPUl@0Dv*mL@Q{Ph#2D@WmD zcbUPP{7{mEx&K*l2AeBYz|%yJY$>rBya!(4re5LrsEdhauXh%AR_u2;nxa+@w2QF; zuNnKK;ztlqtI^Lux>wPuU){;2yg6`M{CHv8$IV(b)TPUx8n?9#g{&{?;yL#BD^C_J zOkKMybLyq2`AH28sUH0GdZY-x?>y?Xi>K$|*RJGnYn>+B@WNNBB7Txdzt`~}`Q?9W zq&eElRQdl$ZaDXE4*K7|^MBZE`>&+@cDJgQR!xZEIW1+M-h4PfD1}{0i*>}Xw@tY$ z8b1-q91IMRQq;Xd#sx-icduCAvd^}8!#)6ApHVtnu?g_ByB(>@(wSdN-n{v=-9F<1 zkp-vW-YC+w{Ui5}i05;@qV4F?HMr08dn*_d;j!_z@9?aLxtsMs3K;}j(FOx)9eZ|ClKh`> znd62r1^+HnvXp^k6{(b`hmZ50dXVpQBOAK`8WxwDhv%|TKq&pS8pe5&Uh+14{mUNe zueKz96lK8iJF~-dBinx%jlrWlk(^tLv9Vie)r3I}H{7@2kC_e=PQU7@RFCM^$~dSw z6^H}GDqKZuLr^R9j+I5BBck6ui2t;p=0Z8#GNCXYmFZw?nW8W$NUQeZrXWV`YIuow zb}BvwxqowQ(R6~-zE%_6JH`Ui`U>3@pb)K6Qlr9i-f?9&FI7#N4jpkqrHa3jd}ERumtFwWw0Jo44r4Ts~9Zr*mfHAI0QJsDRH#!H_<2C9lIE-R~ZLQ zZq-ZQ=8W<#z-~KaknVy_4m0XgKD_9r`itm_G9K6KXT~M%?FZZ*@p}V&cLc7zjxFwh2dZz9&^~(z*h^v)l3=Po%beFbEIa_Y#_2lwC)(SZJpCV=ln&>LQi|H>Zi3xTBZI7O##zVB=GPY|a} zt;~S3GRIJCA?zxkR#8OCjob*pC7C#hUg++hX$g|=AJ2G(f}%;iUp%Pg~GhFfK6Ak34} zRv!$+7j~A%=G^g~?s1>UIp6=yrocemE4h%hYu+^E5wXC5hjy@lYZYs9bwg4`YbtsY z7DK1rt{fZTUx$>k^I!Z?(-QkN{zZ=>_9yc%is+@zB+Gv1ESOQ!?XCF4*f?$hu~83v zxSTn^auIsRcj9bbncjt0CS9utlX?%hGy70Vm%cc#^(hB=cYh_T(nt32Jw)t{qdw&X z8TCh&F>gc8CUs8j<<1`y_dNeQ*4Ur2_p7%TDJeFN_Q>@yT=!F}d1mBnDgRhrT^xNF z7U`h0x}yekd+c7=U9gN3(n)K;j^^q%;LfIQ_Faki`Ne@+HhzI<+fBA09QH4QpPbc$ zZHj|rJWE$Bl>fwl8&?+fTLr}{n#ZGMt$aO?JC@nl86{nme+h_VRD^%j-Yz&%T%c>S zIJMonU2$#o_|ZjqiGH0Bx*-fwJY>VcGOdQ~?G7-n0Eq#XDpgoM7{@QDX!Ou5>h+AD zXg8Os`V0ALkYaq<+1b-GpDF??;+*r#!>vD!tBm5V`e_+TeSLXS{0TC2Ppb+!8b$PoY&O<4 zx}g+TJBzGlGj~}Z6|EHUKuyDbPN)WUFwo0&Gv90$x@NOJmoWBW$f8fTio6$ zByX-NepU5`cQmUi&y=B5eBl@kF~15uHKM)5xmOxyAE#WO(xa4jV(pM8X*r@Ne0DvC zkxT(tag-0U#ksPu#|x4^GMWAJ{euKThCM2}GAYgMt#PA1?y%4XdFDn|H658;_&L9C zrj?LRl0WNWIYZbIogHoTqcsHDAxj^cL@xwC>!xW6+i-1=2n;wFC|Y}xynQm3(BmVL7@Sk}C^ zrrsN?kwL9x#G`%gGR$n1_jh|rRV97FUhbwYChuc8B3}6g+ zu%iK9W+3Txl$b9B26^lA810_IsMJ=gOmbL*gzkj7tBNy>hbryjfR@iC znW-pNRgZF>m|^h3a0Bia%szCFZ=3yMDDt2e)b?QyD1)@I*I2Bh^?Y00+^f0KC;4%q zBbg0;X(9cs@whlo`SOTrB%f^pwd7d=uJf=*KMxVnQ|SX<4Sq6|^}&!6m;*7IeLZNP zAeetD2I57_2o7QWciBWQR}97~u6+yix2Pw^p%Y5|k$Tf2ng9S-z22Zwo@^K$TiQ7+ zX1O}1guFg0T}NncG#xCOaUH3Z2+*?=RO)(|(vmEIP1%bRA9zG$>c_C4?g(vqR-ua- zT%Md{6MpbsF`P78n8&7=`7zI$+8_7MB9Yat~Dxl*n9o%H^op%`{|9+?o7B+a8q z>AcO35*}*a&o{a`^E@vubQ{<}73MbkBTE5bw6rp$c^Tsot|TN;2D%ka0MFL?+@{SG zmJUajg^gz>$CcjU&Udp76mWWd#!tA{276X~Wky%qvnt?6l|V8V+G<5WyaY_h8#$07 z(xrFQNj-k(y*Ae?c*^c)nm{2{K=NyR2A{U8%vUHsyvq-6PbBwZe5V18Bp`$^t-URIKPAkxl&>Y^7_m&9t34Jz_857_ zYbKAMm%i=;EA1WgC_w2!QKPgN_bjZ!$hc__Zyu}LO8T{R*F%$2f5(yz#$kfq;L^(bs*7A2eI@_t^fxd@x3k<+s3!@?iCd4v zKsEpv$u}(v7gUaMxXXW0!+a(e$JaN4XY2s7&~i7$5C!E9HQ%0rzJ!0>EpnZnP>!UC zRCbOSbc!6YH(ndA(7FiswCu%mOkYj*o<)LCTCn*R$Hs8pX6k>s3fj|P$v@#9A}sz! z?6&E5;=bvQWCab$(c^9>7=_ObevFeTui6r#oo&~N&oVh39`^wJC%pGrr#G`|&Cb8P+e`c;owDrp8-E zC34@Aa!pw7PO_rTKJ@ZxuA9o-kdRJihU%bk>N`cg;6rvirx(=pf?O5f5_q{It_0Xt<;unXOa zjUjHm_b0HlJlJzE!H&J$x9NQrEJ#duU)h*IvDpaG}4snomxwT(g6a7e=Y?ok$%nLSNEYtpf&c@TquFjPK?MD2}*__*ShX9=`!F1WmrOGVG>@ zedqa0yN!wchyDZP6|VBn(OJdEE+L|~pP?m!h|Tt>(l z6$ai_;mr-mGBb&utcAF$=*O$vSNGh^y$HauHvmD|^rHg*#JF5f2N@I*+ zLjhP90f<6FfZ>ZjGDY6BY}WH`ta(sZ-%W2JQ5?I?m?v2W&)iKhy8F`?e6V#eygL|> zRdGf>>2Is&!3PbZ*Q(s>*N;-SntNEYq+qq~-iz=jghtn@&7m5rm8(`(5aL$CW=r~T z*t9bk>SV&pS~%xtI)Yt%)zE#e(%eRAv1yxnoIFe~O?{kdbHw{ctrFt*)PdT*5#_(# z-8LG7dY{z=Et2Y3tJxvh(t~*s0)F;$m2O@*@1S61$YQE(%0HL!t2giJXilE|7|#;G zu--pbU{((8O99#q-;`enNQ6(uXXjoTx$M<+hX{j&;F<9gd?`gd0FL8VRzeMgK?8xm z(!aMw-T}5^8_0zPw-^j7r)@Ku+fvHbv&_~Tkr(8bCOz{fv?j7nL8kQrxgX%nt>U=W z;PK{Oo5be;K6gBkUAzqPmcMdU>91AsTIthas9yESEK z3y`xxYzDSsVK)E~gAuG2kqSS<6aI{QN#C-Kh<~L-Tn)4%Y{J68zFlS3PSul|zd^mX zlS`NH@GLIG0(f;8X}N$O%S%?+Br)4v06)Z0k-%1(k-gj^htfc z_BkE=?mRZ=7qQ`F=+S9tj!HR~Uv?sy-igT|ULVlucFbOH87aKL@6EHK2kz<|P0HtLnt#I|!~&Yo`sMqo zuSWs;vcB+*eOX^oUm;aOLPECy<6fW^HoqRq3D1q#R()>zXAEeQ?ku&_e>ad1fbN>s!Gh8VVGzWI){QBUm=Dbs+n+>>DNK z7>*tJcqt_UfC$n(XE$D+**FBa97)bq<2S^pifx#?oSEU?(tPjovU}bz~AhA zPG)iQOM;kNl0|CneP~I>HJL+tHKWSz*xHeLH-B5ape*pQJJD#f#CChxvex6Nl@?ba z|4`Vo1JvW&^vg!j6NV)PD7W%s8>*9m4qy0-GHbTH6;Ro;Assq`)j9H39HdX`u;E`A z8mS?WhLqRQsHBdR0#f7WYL(u_G?_|sKn~5{Ea}Shk&1870++3|h?09`j&k(tUejxHm7r83t=T!3~(O_JsX6qzm6s@Ve2 z7SHtP7t^xVG;o34)WrPQ6Jom$t;#QM(=>X>rIK;^g%=GKUg?!I1;+8#wAEvv)y=+U z3L1{5L|=iL&0_PsEFYNBk0d82^Lbh(Pz^WsqW|o8LKJdy{SSesLuFO@*-=l>Bq!28@Xi?UQahhPQDC&8gttt+r3fUSQXjK zN%3D|G;j2_!aEmC4(+~{C=9}Ow&GUngGE|>e6w@6<`PfGtj#wDwS7LzdhpDf<;qv1 zy7As1-RtL4@W>n4Ox{=p<@}1xQuE}Vywc1zqCe#M(z>(Qc1auVfJzp}TCx{R`?giB zPb8mdZ+D5d`7-3?=i6;2K=!>MDGm8&_Qw^@W(EEkPNAX_WtL9J7!+OEoMKuiMXTiCDej%H1{(^-b3O6cn07Pk9)~b2);_K+*J-hsB2Q35CdeK zr5oZT?V+X_7Ls^6(42QzI;6O;GNfX%_{JS3xp7{t#)|{cRK^%D%XZv;G>X~hA80=Q ziKge2)>ziNN=)*#vU!=B)!^NsPtd|Wa@E(O3s4grm-hB@un-{DZAa`NYoie}np*3p zWuT^-rm$zYnK7|V0QPbo5&HUgC&8MouN;{fgzM)bwT=5O1M^XfphO9gm$R$Z(AY-| zv}S)ZcvlIUCvR%&kR5;HvU6(Vpa4}_!vV_mdnS8V2Xi5~cy{8i%_P;1JVgF+|Mo#0{3y2IF8YUYjOM!PY6bI0oWJ{ztsjqXjYnY@ zbL&{sgc4R|O|M86pw->6ut>{z^C1(LzBS&ROt-^jtpB3$=#H_GHjUo07YFt`bNVZi z{qSGQM&lyUpKLrMgOq5}ui*k_^ED2ISvJ~1>uE}LwA+|+_Hj=-`L{Ss2^Sn}X;DZf z3@W=!a~zoq8$BmE(!H5YCzT8Eiw<-nM#MC&@m{BrNz4#*V%E&3?SnKcrKhO7hYmNItd}QV zt=W&0UDs*4qO)1yTsbyT>-6^8Bd%$#9DWgNtE_5y#Ad}D^s576HM->`PdGiNhZ=4C z6GlfTnGKq2L44t|i4^4sH8z}ttACm&Mka>;@l{_OMnfks_G*;{-ZEC|M9bdA63`=_^|FrL1*isM;IRr zrZ9f2lF&(hVh({n-t6!Cw(6h3N<+q9o*k;;XAVG*JBel~izJRA#qM#3OOwWq7IUtw zj-F*y^FzoTeEDNbE*dZV-108L^5n7eOyi6>eo2`5%%jZ5wp2ZH%!7!r5pH0C1f6Kz zaq=o$LPOEnvBPMehy@>07p-GnoAGs~>5_nD(RCXv=SuK>Pws78(}IWTzm`-5CMRh;;3Ao9q0a$B5xP4Yq1pb2sprT|`qlFYYeKF)d!J(Q?fTue5TcPv`4oI;zoq?D@P zuSm4^M*V;oK4szk0q#9+=}mRLhC9}VcE^`kOVa1Tu5{}L#QL_P1rUzTFZrY*N!+@& z$0}s&)Jp(NqOLVLFvH7v1vnS|=)aIEe3jafj4$sQcXW8G-lNDjqhfmvMDeu@P|7=D8?=jGiRbI_6E#N1oXJt zbYJ58MN{`5OsM-2pj8AwerdbnWK+n6az)?zDw2g`!~Okg+kPpMJF5ftqVUg=c%Ejo zr)oOl(_uU0N`g>^nm9pUX?x?rks9mpn-#1(B%a9GKQOKu1`%xsN3zzn6IogeImu&D zz5jf8irb5h4ypHc(+GrxCZ}GjlqqMuis-G$ka}FuI6TC!S=tjikh8xgYnr+A=MvF) z_$NNDIo0uH&$uC}@eblLr1 zDEpo0e_zs6MF>_sDwKsRK(mb>JFjsVKzp{${6r7VABf|AdQc}Vcx!$1zNZX2ayqfP zgcMo4$8aEO{ipw2k(Fs?Og={=Enl@CPu@*ZReQnVu zuM&sQ=T@B)+1Z+Qyk$9x5ewZ16G+&=qxso>)#%%JX)as3OGD3fL$=w6lF$)+0^F?P1e_Yo%}BOjJ-6K&xDND>_Q6 z03U3R2}f7rg1|BqWa6Nqync94Gmquf&U*ZW%OuJ7`+=Jm`_X|FDT6Dv?S@#5Ru>tk z`%eBvmSU}_zr@Ff@RYPF^ak#deaC0f$gd~F8J^~eU1cZo6{mF69O;!nceC&YKukof zCg76P?#-DfVS6f$SyvfJ5a3w3;ElmXXgfd&HZWB3D8DHB~KFGh6bjz)N^r)49?-be5H=@UPi>`#ztHE{5#>LDVx>v zB*V!Sc5F9$j5IFB&+8kP)CdE#2pdAT79G`5e$EHm^k`dG2pwMmA)sz(i$&Y~3~>`1 z_cFzkxroMPTMEW}!*3>Dbw6I99o3Qq=E<(F8Wv1e1O1H^r{i3GdZ&t;tdQ~nH%5Z< z>cRM7ilvN`v25Q~t;IVY`O*_4)h@Bm>)6b6rL)bE1yk1mPK|rUI>^1&ILYpa-O)mH za{1s1uG{y)HAh;2{@hDtCFfmDzBEW#R+**9K%oIl${A7*NEuS~OkHKpdpaQC71)K2 z;iZZz0Jhe({a)76vRn?9f1!E9pLfe*Jl)@@C^8gxuRCH#rB`O96}TvT$xprzUB*z< z+I65+Yz1jbl|%k<&3%!KdmHDF%|H>|i--kkH8Z+*c=$|AN^0eFN10XiWOZaVq0nr( zJh8IvQCM%MBOn`mFMEq3!Rb$$Vu|JTV4o*uVx&eQN;O|fq>?UVr+IX#9)MjWTZ68X z?Or~d8PEmnYcjJ)P!ST+wP>@F4x#R%!Q%>9Y2-QLHG;w$$e(~1 zs#(bhA(|zEK1z$WBkP*hdq9B6rd$YsLYllf(#qBrfC*^PuEET?vtywP1x5^yLhJZA(sGo4?}TONB0mnLm8Gx%<$4 zuwN5L^tmOW)uAsgA&u|!X6FvVDhzvH8FXz^Qq(I`PMqh@B_W&jTNcTt%U%9k>#m-^ zr>VNN)J7&%XR1dzmon}3lVa%EIonm+EyUvg}6ey<;fizNjXamOesn+|4x``LsJ^X9~ zQ@6v$^u;P)E+r%v?qz%Y(HGdxhQN;~_Orz_;`~GJWY8|AfaV_`+mm4V%q(+M8`sX%DLj^%-^${GX#M*8Ks;TyRyZKxNJoAKCIG_G zph8Eq2OH!gUnFAy%$Z!so=SVzz;LFM<#cglp!(kpD!eMnj;=pW_YtK82fw*`{UDWA zT(nP9ZPfwwDAyjdy4``?9CEh=f*(NA&dG5nn-(;K^p4y-_?jA{?r0fKlD7n)s6|3C zMqlKNU$2ltpJ(@V>9T6$*vP^kxH-A>04~0!jA@$9<1l-OoY{E7?XFh9{w~cgc%jqs z>AfVNyWU(h`=y)R4oZ8yd%iN44(S`tx@Oy7*YW8X9Mumkk&WmEg=MzuGglq!1#9NO zVQ}CocOpFYF|p$nGGh$FS?=Y(vVS;kEE?jLq7)2G?TWa0T5f}IgXSe&-`L*o z-7}Z7)dwWp+X;6}5mV=W9XAZKsEzKnN%40KKSTi{z@CN~R(3Gg$R|+ce1J{Es7KZe0L?9ykd@<`8 z)d^{6_Y;@j2@fbey#4tt*A6$B_?_CgHQi>$Ue+Y1EtneW=(fw9jq1*Avqh$a0)_eg z2u`)5*`XqO@jg8-&&RObpLm(c*A#bP8EhvM(3xMgRuI2{I$tVV-Gh9j*Fe}QPV_!k z9Tuz?diYE{c{ybE=JJ&=%*{&rieEa*NuGq?#&Bv-u*c*70$} zEZd;is=Wp`aFS?0|6IZ_>&)5hTXqut3_mg6#DuGXsdJYXzYq%WMsgb=3@?dsDK9Vw zrNWsZ6`DWeb)}IrE3ODxULAR<=nMjVo){V96~u~B?~^R;d9`z3@mt@_IQjlCG?AWA z?MoIXggu@ic`Dc{2Q0!doy_P@MT>8;T1H?%fD=HBOc3#8!D*Yo3`2NxX?KCF3OVD< z&Ih_NIgwYfKVdAgf4pjA@3S$br-rva15|z3&i>&lnq@%(##S>yz!^dpC#dimF!F0W zqdVSf72rU^(Blh)JIE2N%EUcudei3J$~`Cqk#e@Y!7EiGxN>Ewwy~>rG7`uD3J9A^ z#LL^tMfHkI7)9jNerpSh%auwR~um)XiO z5|maA33v^ILfL7nlvD-rolPUKUcuukL9JJ+QQY0q35((ZQ%u@j9qCEx(GGlE&n~N=zk_iGA*dDuWyDD2NFLYN)ATaO< zN&2T&!lh)L*GH}sq81-v1yP_FMhbcHnV;(E^HFlgZjEnKbXxdqBnbf3YsVDxae{Ch zx2}X*sS!2zfK?S8RPr2}L^CiH3=~F%N7k=+BpW0qzi#GJ_C$W6+h%BZhv`Om*G5Dy z@>hw8_3`$cB314C_9S@ld@^d0%+E`Non#>#6N3g4vmUnEfJ}xvcgIiNV_1<)ZPIJ* zM!F2ZbnHIND=Wex2AVoS1OTdJee`VEg9l5p+CW%cz=uoc1z8;#Y9jxIf?bv!30`@G z`tasd>|}o#n88nb#6QlX?}_I9HipQd>@Ma$io-WvzP!SNvu&mPW|*GW6y%0Ng=}Qr zT4_m>fbWb2tMI;#o*rpa0)kexnyq({-zK3&MsY0JaPWCY9}nYzOD9Q z$i}$A$2An%AOcvlfp~k7ZI>ue zAD!UxEfQ9GE~s{RWm23QTnyI#1aG6x##hB65Poa}s90KizFiA{_}L&Yj6@w_&?*ag ztmFbe54H)yyLLpsIB`K~G!odTBsFX)9LNDQ;M!34z)Hl_U>#Gxe339_H>T94#CHo~ z__SEFY9h-+l^K>TDgLFaDE=2Lr)GeN4)G=w-^sjF+!RzZeb{iscSa-G+>JYK`Tj$d z;G&ka93bdp)ycxGkl77Q>1HpxvIph)}|kGstOO~oW4Cr&<`MLI#qazfK%{M3v`Qpp=zC51<7 zewq$SN-9-BT$p#yG+~Q^*{jt%hO!L+O-7y#-eW4Ka*mt?h`y-B-phN8!M>=j7$`LL zj&q5Rm?4%$;UsabWDAKXUBT*`Q%PozGSl^4<@-U=AU#{xZ(<2%GMb#vrqIS|CdW`W zj{xT=m+Vcz7O!Ht=j2#dB7dIvg9k8EkTL##^cMa$NZic1-~zuD8$_baPX+=z7qm_G z8T%aIZ*#jXG^qjXmHl{GL91)&>be{6iFGz*rHnLmh=rIgUy293^BU#DV(se9q?(AK zIk%hiu&hj`e*X0Pz88Xv=F&IDEehZ!LHxDRD`4yQZ-;o|-+z3S12~`^nsfY&P#|Hi zQcy$+#3vhSTyD~j8toR3Xc!ObtS!jak#6R)P!cxinf|0QQf0%2?a)RVpsicoM9Wvd zi!o>1Dr0KHI7ybQ*Cj!;kHGMcij)2VxE=}gT z3DLQ|-%Z}l*a>Zsapz*FDrc@B@Mx!JT*M$DgSNw2H(%{Hq>odvkI}~ui_Gt27)AI* zao~5B_2O=j?umbP2hvF26=@SHfllOJ4C8s2PZ~Icxfp{vX^dcFW+{h~~RjEi<5MNAy%G9Q4!~k?)=y`tt{@ICiv+jIuGA;Jtid%V z82US*HEJ>^+kxyc4`vdF7k+53TwBKi1Sc_|eBQwU%*-ax4a{VeLY1CRSyKK&+D2w+ z7dJZSfn=Hm1U2&t6pR_`UowmjdCGX%@_JX@GPNYmNjw{WP5aZghFK2ORDgH5tGyH0 zFm$?#^{->RY!~|s`l_BE)rJxLz)lM`gb>_W#j5E2T@=h@>{CHz*H@0r85f$p?RLO^ z3MB2>8h`H93#$ z;$-8FmxuinB*Bsv`{kgew4Aq4NK}6w8U}a5u)=LnUxSM3;!>oI6Gv=(PT7(U zYy*F-VkfiT!A)YhGi=(|;y9ho{B3Cd`ZQ`M#Q0yb+MhD&Y1e=jC0#Tz@k!gL2=Jqs z?6p(@*TjB3bkAybRmUIIV?A+iSK$SyYk0h(s(ALyI_8L$&xB!I2LXdpfEv2{3jSl1 z#}}`y8A}!@Xi1A{+81F*tDZ-NeTu*4`1zRe8~_IO&5T8d?&t2Qn`>G)v*$_TB~o;< z1?dZ=x}yi(wfI*{fQ)%HeZcUjGwWeT_9~yYa(VA?P2Z3M(ELHe>$I(7Iul)$Qt&^1ESw6X zBU)TP$W-z#!{Kl?g#IR{71dLEs-UHGcW;^uHV_xaS5VA8uw5y7(qZ{uGhy{IFrjn! zP~0(sak_9TbhqXaX%gbM4t}91=4SLBxnA8(3(qYn1;aw$FOnJYm*i63fZN1Oz@ojx zX^mnFeC4D{b$U4-Q@o82vsKWwyXI-zuwN!NICY5KYI07Viqjt_Z(+8pLo+7U`rsX0 z>i~0o->y88=1@yd1N7}ll8uzrZg+(ThIdbE+4yu-J6|xC-vW)t?cp+9Yd&UUWL$@ z{^R>wlp9M>b7I#2Kd-*%vr>&x-@q34L58lIGp1cvkphQCP;lu#^VS{n7KpYg{2^6> S?mv_Zb#w~pWJ9v{$NmH7o*N+m literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/clickingCreateReminderAddsReminderToTheReminderList.PNG b/tools/llm-bot/images/clickingCreateReminderAddsReminderToTheReminderList.PNG new file mode 100644 index 0000000000000000000000000000000000000000..125b809e26d465050f8dfb7a58e9949b6b74829f GIT binary patch literal 19809 zcmb@uc{r5)-#@IRuDGNHg-};TktKW9q)65KPvH@lick9rtkXfz?=Y@=0Qy=YY(tR>=I%R5^z^1Ec%8Hja*q-x9>A@~vABH_6LUL=KDC z7FyN3`dU^_E+MswFH6loNN?-2fFq?9Ubr@pHoAN<&(%@PJXd>xwZ1Ujy4kYaD4@G_ z4!pmVpG1H@I!FGxy_vHd*~ytV((8V4h*ROsAT?}0lf^prQuCsh*{;pK&bu|+fozx#xEAbnoe*gNYWf+%WT@5jDVkMUaakj9CPN->{_!+t_VsK6?_hy zRebQ&nVMqfv>*{Sb3#&PZzFJTqxtZAmZ%h>4Y6`YKwNX=Nb_h=?8*$nf<>vxiFbE* zukh0Hva8y>_VKi#q+7f26+Q&-1Kx+W zp-dXSb+?U8UY>Y&!ANO1fyWtBX>U@rOH>n7LCn(c!UYgh%eT;9+P1zb>?}js8;q3h z)30&0SnuHyt8_t5;(7!|Kxp5VzPPu~j3ii-;qlAmH-|fTR)zSE@`8BnyA&J!Nm$dg zAzL)K5tyfe22B)*Mut(Ka^U(Ex>bA$n4`;HRF>qDh+NT^yi7zpq}f@%#&=z=mU#>Q zqgPm}A%IMC5Uqrez`8kGz4RIU+-5*vNXh-J8j407WMN`A36V#O;x6w}ICfFtw zkfTLhj+@hCj#x+S0oy~CLfanL+Zk9IGEsn9X#aYlSJk^R)j>{kj>@o4!j>z6;|Lh9 z!Ghk$_$d05vSS5#h&C87;UCVgx>(7*tvTmCN!|_!nR2{((KK6QFzyohOWV$BPb<@6 zpxFM#y{$nN=q1n@KSD)@bHI-e`nsn5xjG~Wj0}wepONbDpC!>!Wld30w1?hk7h$Qr zS?Ara@U5x1D9O;JiG}d>`6+t&+hoT$ueV~PII)0_pJ8!$m8`1cWnl;@vu@L2T`=*k zKQ+_0@|SzP1P``tm)^GVjODz?bS4)j>C&iikZb-KZF}stO}TJXVK=I`IczObM9a`t z0ZnC7_F4t3dDmptx}@{AK2*R7nu2PWM8z}oGrpOrjGk7-|$~`37TL%9z5>-vQk16qH&t6y>-WBb1o~e|GnLrk+m=| zHCHEMA~0%AOwalJ@CMPzLD2?cQ(B!8u)DJz#qq&|=#`8rxk9dzb0yxq0lbfRwM0$7 zC%yweMT7bh$B6k*2g`=(Ctro^wrrhA(LCC|pYeOr=GiNH4mt?3 zBZgn=$ivQCA=*$s!E~tK`hjPC!vkZ_gL`Qhv5B|uPLZqcAsh!<4agUCa#x2{0yonl zCQfl1HZCOz1SM^V&KthTb$t9L=_BN}GcJnTs8J_klN}UKabA*GR__(p4w-}LMf4xs z9O?;l!yW*PdgQRAl#sCNd8PM`)tbUw74B9eDK-!u{7|8=WJK$agBC&dd=|LRMEdxj z2;uKR7*kZl%uE*o?wd}_mbH}eD=RO;VNfZSB+QR|TVvmrx*x7`DYi+9GZ#1Y8ry2z z{W9mNqt}L5i%%}UM}D=q`XSc+Tax6mvu_xmL%4ru7xvU)MMl=fufW~8KpBk9%SG5p zt1a6*MvQLI!$X**Z|euJ0$2%KmcxW4pj9SVheh@QX2lN?=?NY}2hp5ACP68m86 zccavg>XZC@8WGdEWoz6L6*2ix-DOoJTIWr~-0eLu)hg`kgXGH9$X?fDk=0ryG&I!VTpdA+ zQF!oe6jssyz?@@85f8ylow#zw-g4xZrAP{Y40`k$Ukv<->7qug%Meb%mr|cJwU%!@ z7A1XN7MKb2Z98U-t2m)Au@SdG%dVY$vu^-H8**W$ZxUb8ghGSOWbM*ze5XD0^2kfI zDU#cjmBq#G0qoOF6K_wPA~(k_vjfnyRg`d-I>l+eq%T{X?74rUzl}_P?^oEk!LD{r ziCuL$aD%&Z^rsZ=n%!wbvGv>P&7uj`>KvaOoAN}QHA>7|V?G{y4I`hRgc`h!jzH!T zhn2=t!GDkR-K)aKs#V0l!Y}Nymp4h);_Fw7Ft6?3TAmq#384J;b~&7%s$e6mzHLQB zG5_U@v^ms`lgG{$d9Db)tdEMd$cmD8u^L`)$?_5LCF3xZ(itvo?3))ZR#pCr7v;(W zkfPdmdM+>eKK(0Ya8($)KAvcOM(Q>Rzfs3?&9&`Rxxt&1qa8)MUO#GvADE-E4&SnB zsR$5dfCij=qDN@R%5Kpz&!3;3?ZW)H<&l$`9=?R^ZPDzR-LWW@z{!a~XKG$<82)+* zbbhp~IWeVQC*e#)k6go+{Gct-u{O2~@WAY)@~Xb5PQ7VVC7QO2`dJnvQ&m~nl6z)O zEs)b5edgMBV@9Pz)w3w^DK%hbpN_vhiYU0}z}PnCI3t9OT@Rcq5@W|nMvXE?Yc5!u zt8d^=*uie680#uXJ7E2Okz28G!s=_5A`L$h1=ILqwt`x^byrapU2&{f{{ z%*x|XA_N9v!7p{#Vil3pGZ+czG=Gz#^w{zj+HqI+c10uub=wXq2!E>xrP)v(`a!MZ z>q>lEQ|;iX@(|jlHPlMBQLakh&-(tE-7DXbv)8osFc3O#g=?X!8_Du|&OlcsZp@7j z5f1r3j}fcSJU%y6wPrOPvHFwC=% z{%wwaKQ`vh{^`vRY2igA#KIG9S3dI|`WxesYcVd(aKKh^@BjDF)CJSrBdnoFojs9I zlJ;qz10bRU)VHrR1&u{JH1zXJXlu~x%7Jfk$w&T=fyw^|uwiPNPF`E9X2*SwATK*z zKbx};SGY9vXwY<ymOzsVZ*4e6_4)U&9ruMQL=k5;@f_4|58Oh3>M5FH#PVU6}=0Qlv~%-@pGDki-mvG%-VZ>?%S`(&S*SofaW>PVgKtJ(pxz1w9c65Qdpf zj_<$%KDXZ<+}WuMTTX)h~Re}&>GRM9xHOysv{q>J#a+_02I64A0 z_^=^*?*N5X3VlI34sF7-!q;ijM5OJATY9~c&j~?}9~rv2NT$<~gxeen^_4V7#ep!x zivWVLM|G6+X?i))r;)=sVgk=O{HJK<0sxnO>Z@<&Z10}w&*YQ@GV%2@to`X%k z3V*p`U2=&z(x;$rHb(JK=A$K_@6_8aBdn@*pJ^LqTvu+IG1ok~j5MW=WI8{v+4@FN~qeK0%pPfgu90C7MAo zA(+8b-(JWJgn9+71(LHH=2+*D(A|{+6D7JO5Xv5rq|L-s&2JmZmCg#iVP<=j$|tel zwq78edcVtd>Gjj@%%Q#Tew(SFzVRgTr_UV|Ktv3$CJfNzcV?b`ZgmpQ{=K|Tx~2r% zzfFfilZCz)OS!D}H;uDCxw@Es{?VTF{N3}S_6)gF;TASYZ-zUQ#{imu*{*6;>xnah zGS_Ei4-)(v8hY#JzqS`WrvOM-2HkNp2U~jJx$b@3Rb{=#L?~TtD?Dm@)-FRS58gUP zv_?Nil^>*;413N+PF|xZdh3KR{cgEZSeDV0AkT7mDOD8eUpWX#VR3GNSyTY%N``*?xObh?RNqt$V~hT~OyVa_IxhxvHG+c9*4e>@kGs@v;Rp z%*F>~T4}H+`-i94ycFe8nw06wtA9JdSIPT+=jpeOIAiF&gjl^nuL>Fs^*|&mP{nyR z0Jl&wABm(ZA_>^80dwZ(I|qy}pnT5dbcS!}vj24Zy52zTU*ldMxt%@|x*SOSoFJn0 znOIs>G(!B$D=u~iZiuUi1Cx1BKLAHou1?xShsS-Kg^c2n{&VjRl(1;kg^##^|-w5;@>J|7_NY(0K(C9{j zhlG?s=I9L3ZO~^0v-FW#W0b`iDa^7c)Aj<^XB{k#uye|qE%nvmO}b#1xY2`p(<*VX zQEuPF65<6A8K>VJzkhiubQL&4ONtM8+%+*NT%*0lRy{hCYsjS{~04^T~6+|Z$gp=5 zbm7|SKD!5-`F;Wh9I@2;{nh5W{NC`C6cJ7O39k2p81J7!uTvy(|KVoDwO}}4JHQ0$ zm**4D>WIo&=j@Yzj2fq?$>NfH2-zNGtCP55Et?!5E)p{WhWwvsq+d0)Cz9Izo4>s+ zx!2(*)goPE%)$;fwjr*$?VafoCfSd7N}7| z`ex7QKl2SLzvjT$%rX+{;KaV+67yY8!(0&_OUP#iJ3Erjkx2G~1*JBA2g7{O6yC`> zXkoT;%wKNeXMP8#mKMbRg=0o#$O+|JLR_mFm(-(LZx$0oUK+<*$Q6da5!V~sldNqZseK*;F6Xlm0x0hHa?rhH>-XLbBN`o2*-^%I4p zH?LJN_lNx}1upZH_Gkl_p*ZS2SNQQ`^i{yWfO1dZH9^$VrF~@>s?qN=;A}z=mxNd(wWOqB zTll)Hvd7{fNm}M)xRJ*fyOhBou&&6Tm^TO0`-r}=IGp|I zG6l;P@Jn69T40^{5Vlp1bTXstvLeV?!IPE0{;1m@x@dzTsSi526RWGSLF3$#8u88r z3kiKmt-7C)?|G3~;R1PKoRueQ3f`_Hhufk`%XmO?B{hmyHhPP2gFdaT*o%LTe2Tp> zu$7vc8kJ35*nMiOlk~!YX=)Tu`K<8(ZJ(5>@=; z_{2`Kooq#vLSB%X!+OHRi@GWym@k1_Zm#vFttx+{=0;TZRUJ9#6TiDly5Vma^T{l4 z`*pO!D>>^wVsVEV@Vk4Rb7C#0$GKpl*5_;w-*8!gJ0)a)ct1s4Nq3sJ_3IlN+=j zL>7K~vzAY6FX}Ff%Jgs-zUnvwZfG3n3wJdqq#Em-z81Nkmb`iH6Z}%8^pV4m;fRdg{?1e_JJpuMh*f^XM(*WP(mG-sMUy1ti{)~z z{)ARtizLeh+%UX$DZ_OZbt+={lBwF&1WnV|u}TU5psGRj5e@X6J1{-7S=9nm_q<_U zWqT1VU-%qeU;U_PI<s1pzc3biWInJ>k0IYrI!hlkNI%5edAQg{;SeVeO>}}j zTyA;M^|E;IMOXd$OUE+LS|3z%vvyV1MEyXdcMk5Ec@!=J2!j=}Uw*sdkS@qxxzLOp zzK)sUP}r4TqBrgi%%ZfgatH?7Ox0qKjwva3zuj_RV_9#wAeq6o!WU?Gui8ikfXu6y zpa0I?!z??28qVfW!EKX=RFmt#|EOlx7=|44*0Qxr$y1Nk_i&cdR=#eXS8eXRI66i5 zffC|WZ4a060XwDUZ7MzD6@zt8K`2&f3_ST2xg zx+#(5sr#l+NJ%N1fgC<3tJ?_87a;9{TGZ9AxMYHSjHzrr#eeZ5X%HGQZ&;A8VWw!+n^a zNyWiiY@igA3c3;TS)~Je$(7u!TJ`Z={Uc>J-#crA=@=erHGOnmidc!MY8{{M@rpi*xZyG%J`D9FHiv(Yjkf-xd!K*_9A2E% zC)QUE&O`(%nT}IpX4qw9F|Y9$0q82JdfBakV9I8fYI@-ao~}EQMJ4TWnW$j>_KQOltjp?R)Msyr)Qvf|wuN8e2#(8P6<4YGU zrK*g8k(Ghr9lUApRuU|#&<;tslsI;Q`b~0?PbS_tX49(`t#wv~uZ%C$e?fFeb!-o* zzZ-Kpr(?sh4#MYRagb9*3@t398%cf{{i(*Ar`aiVSJhdLi#93ok}#@T2A$8`fNDMY zp{JSu`JWNx&z0zvP|hXBSRFBXrHF1q%%Bx$UaE3!LSllZG`WgOpTR;}z>n&d zEgLrV&Fbjp#8$bqNQ=IWNe439YjN_%fFCUe($wFf*tjq}phPz$1MykeUjSCpWAWbi z$*8~gjG0s6(|25~!YJ^Jt&@8)B{1{sJ&mr(M~nP@Ujp0^fwq|*JsuGTCau55V0|yi zP7Hn%^|9~B9L|SaBawTDYmebS8E3<1YU%J-R!#E_SH6;B{XX&&-OiFXW zBDj{WV9a)5yAEG{k0O%JeN9HWm15OX*=Z)YNWu$z;# zNh8^3L$11p4%N zh+V$8@$v$m{C!--L5(B^UQMv*nIE=;^ZL3k^7nx6qase#d*AS{3m!h`pmDPi+C#XG z3|1y?o|GP-%rFCqN&ZH|$vqeM`@J&*btNW4qR%&l;djzk42c`>vhMzz7(1d?LpNXS z5N}#qTz+wpVqMp=X}hWGv&Lj_t5FE<=(LT^B>L{o?|BYW_E!0jkn8Aw@opx;cNK&CLTg0TlO53kE+&5icnZ#+q|=#EVI9Q20lD+i z*epvuI=`)CUAwwJ0?uVc{;%#1G`=uSm@k9Alsr3zaU(i^$E9`Ntj_Hk(WRBxxids( zOHOL2Z%iTuKv2j_B6$Kf$EKS~uFiKzG%byMot$h#EF;GzBg!KrLCYUzTJ&q_+Ag)b z=KvFFpFFO@nDl0v(3V(_ zsFhLnI;9^srlGrrgRSST1Ith&X5aE_Udx^-RrLAb`gm@`kF0l-EA`|BWv9@1VTE7A zh`>l6e9KYp0vr>2PcZOPRudtL+h=9L9o_uf4^JQ+BmhM*0FDGD`1X3_r zT1*{efA|Kog8Gi<+asqlD)@*_-LfHQ1>K&Ak#Ij+wcxkhf^SLkA&FL-EVooOtM%-W zhbRghv+Al#7fcC~K`;O_mxP)9LuM<#OymQLfpA(zGiKb_I$u}Z*}sSC=L zSJwK#e`LLwqlfi?B+(mzH*3_-z9N68@tac+DCXaWFZkm`>?|=^cH}3tasfZRj;yg6 zSRYC^{DL)HrR~3lE(m>$=g*(#7Kixa4)kp7Zz^IXpBa%3qyQm$tZs4kjk}V6Ep&*= zopOpUXgi8CWNu0kGEoBgA!y&dkhOA-wR%L;hU%!@R?0=L)k4pAP<~{bfnRIu;ah9y zua=UNKJP)0VV1Mx-266UB{Q*Qb8byHvl;dS7_@j@#F2J44gg>*6?rpQGKr(wEeF1| zQbx-7yv^d)1Sl_p&_>WZQRA5j-MP!lnLNC5jLnm$GqDf{VoJbeUzYlz8-4Scgr6Z} zlcY<15rI~fY~B$8U=B|=&q!wiQEM4||3VwuQlnsy*au*c8&m(uO#b`rGsCj7vOj>g zXh{DHvEBHeOH=+k15E962poX!lUuJtmlOL3IzJo4IsO-!xf|<7?T0MA+U0hPPenu6 z$8siW-DM|`)};mR2d*gSElg%Ke8RLe|U%Yb<3!kmckjt9kY`uBxY7_qrsGE zr*t)P%KP`WG8alM@bsbBPuk0~k9 z)1i`@j8^T)@f>X-g|&VhVyR8r>SS@4q`%&5bZ&i-HZIcNT0Cl`?hAVC@y3LDW=WU~ zBHPa4wM?QX-PnCMeaD%6cjAJw`Ns>Fe$}2n*naWpnxV^YFb!~|0P*_qI1q-a0o3bY zm`6`4dWkUC7OY^Fw~*A?6ffK)rM^dKxlUzxh27A9uv%vg|6>aPkPY6$rImqgr8{(; zi2mk4nb9`@B)^-1-NXbRId*o%U9e;cU~DXiktx>O`5k#1J*18GHQB1xrKr{6Jhrbn zF}JVBosRWi0$^9;J=brIat;mKAE4v}byYc~Or6*0G-3otiqiS*~BaG!#|5OAQ@JY3%r#($k8i6|wV{ z6+$@_jVX@`4g0Qs?oxRA4n-^NW6g3dFh~}MdL*9QjRxsu<5l{sGiI8{KUnS-Iu$Rm zT-=vh%t|NtOa>19B6X&0|CDejX$8E@#}AM{T!Q)?f`eZglb;?FR~s_RUiT{&Ga$dA zN$q`qcOj*lyWnXs0PbaD<#-HuPV)$~*p6B%vYwDxrWqHEl5lZaFsQOe>p#xr6{$xZ zL^0-QlJ5LH+1Y(|F%>=jaY3kOR!oX9u|$l1D&VgM?_x`4A9abSYilcyYGJRJ*E?G2 zveO10^Y&$OJVN$(q0O$}-sJprg8SQs7ss&k2>ZMg_!^dFHS9MtfcUpi$28CIvqo~g5bLQC^Q%#O26Pvx#!(ps3oQs53=tN)SHYmD7 zHE{PJh2MP50uXQQ5zVH)-*c6P=8t3jo0iQ>-I-w02o_JacE^~0Z8pt$J6O-IylAE_di!jt zC05bCY+6pUbpv*TY{T5VN~(Dq*=9xuNn#GeN4kGftx zB1ehb(6-3LE*3Sx?q+B`UhSpR+Gjqymcs4&L8O7+Xji7OdeptfK+d8D;|2TcQ!Dj3 zauBS!Vl^m}vR!o$A^*0G|bzQs6|5jIEvN4fJtc8PFz z^rB5Na|;jKchU3T?x_FeBP6CB@-ZS}srhwQhLU>d&aKU#204*Gl8=dNHQ5LD{!&-K zy&L3D&wXY?yaLU#YB1xu0@tj}%5;NO&6pv<%atv=QbZtW0uSTqE02b|&K8r)d# zY6}<_yol+SbP6#hC?es5nn3P^)t7N@pxT`MXaOZ_xP54IPn#w_WTH zfI4qa^%F`h*dV9QB_Pod4(?oh4V6ugqyO;rH;_As<;PDm?E|+c2BQxJhkgxV7q_G~ zZ|mQH5Z1Ndw@=Fosn`3wdQ#yTNXaqlDVuBw*PG(L9mM&#Qs!O(aN}EhOfdCtUBSU^ z!PIj3<0v6BN%OOMPS*vE0scMM^7F0p(%HETZozvHJh=&HYm8jjy_5vxpwr(VyM7T^ z(UHH3b$h*Y1If(|IlfMhvqRuCYU6TmRsHhz`$24=*U-pbUpKISc_ymgq~g^UV-Bgv zUzkg23Q))^(}){*AceP50b`q0-xU4`$=)efo+`yDBHwOWKunaL znUP)g(n7y3mBLLTxx}^zN86f9NJ_kQG~04dK0E|V?>)5?9Z~kB&oRtHoV1w}x;Nlj zyp(_1;-f%APLPh1&QzLRj=#7RKznPhpPgQOZCM8QSHtx#mlD`BS<(~H@cJ(;J5w3d z8+Z_N>Gj)kE|j~&8-+D=;%ObHf1+(q6COE?l`ZjpiA(IH68~i^Qqw5kfR$&1B|ygb z^O38VGovcx8)VAvc^Hrli$)Y>72l3ebDN_NZ&kCibq^4wr$SGqG*1op{XlRZw&S(I zT^kN*+sSKkN3u(u;{EODwch6$@y`pPLKurVp-^;h{IJKC1&6uN2DZiIO||+qjSu*# z+o1wS!THQ9XTe@J9Dm8$L9@K)dC$rJY^HuZalwe~IXr@q6MlFptohdYPhdkEXN)|W zvhpg=vs1a**pBa2l=K)_@9~u7%5YeP=f-08_t2$<@IfHU&OF|7z8Js5<1uwzZDg@&mC%HssOkgLGw1L)f}5MYRQ8p>IZ6KU zJ!A- zveA!DAp+A!u%ILOOZMgvOQDOW1GSqH`y$M@KS%hr@V=#0vKG=n4TyxBb-B`@w0}l- z_zvuo95ogds*F^RK2ET;kIN~ZQ{<5OxeLOyWOdmtrLL@@(S-XNas)Y9EZGtYy^}f^ z!sE@zVw7&!vvd8$45#kV?aJ?d>>G{xTBb$oscN3f&CvczSwspw?Cj4OtUc*aMJqe^ z!Bwy+-&FpTYz$vg`!^tysLk;kcBTG3uYI&ir?8R=YiOZFk0$#;l*dx>&?2XU1rmof zOKWqSacUt6UKx*YSP|cpdOCp+$bKKXS1VrnmL}++W>Yqulh9tWOBhowzt-426Fkw; z7U7cN*HbXXXHXE;8sLR=sGc(YKB&?+yk4C>cjfP|hkx2{Y-eoOD0+XsSA`g^Xa;ln zw^ob>dDz_dw>xize!4e-{-PK6aoKCbG6R@RUrh2Y9{yGL3~HC~6|}ZD%>A`Bz8rj^ zc=m-dx8PVU*l^7iU3iVQQBDBG&P1jmlK_bT>Tj}}7kEE`XUk1KE`rgdAs%rmvM!NT z+#M`xO;-=ghF%ahk0-zViWNgu9_vy9#3!YxnkoF3no31=;zp4@g}aAM$;L@&vnct{6v0t3b;C=b2`@FIF1O+T5cdobJ-xF>VK7(G){34|z76z-HG zFsrvVFh3}wU-;ssP;rk!0oC;>!&Q4d4%zbb(hQddYvmTvxi(VGdqaWvn0H}Wzmg+6 z@~i(+9$m>UBQmiG*VvhxFcKHaTDfZX_I8Kh%Ue8}v09v}FkWrZE|6Z}IJ{fWx=i?H zOTQ4IsKjNcTMSKUFLLs=v5(c`>E1*7*NB}AGrT8w6Yt|AS9#vdn#?HI2U4wn1&RZ~ zTryU{KE^-(B!8m)W@jdH#thXmWYShX`f3(swHj7%aq3Nz=f?7N_g-0Aa&t<=xc zhD1|Ualg8Sh90^ns~6Wi5;V6?Gu6ox)IB0d3b^c_-be=zEug??uGw$E8YPbW19&`AJ|EDyy?a}%J9%HB+ z#`6Q(&vX^n_ciy3d7@2)Eyk@y#o4*#-3|$1(#p0Y1JlLo!$!wyPU3353Sqi^R zPe>SFi}Y4=2Ev|N_cIAGH~Vr<^+cwb#A-r)K|nMY-%W1Qwxu0OxtGpj%-8nT#aqoQ zhW#A%h8a^%>h;aV(~1L%HY!T)wXj<7rsW59%KBFm>@|fHUBMFJL{45K8j}rmvHW2Y-_j)IOuR?vFdYwLEU*_SV zS7dDzkF~nnhGT)@EBtr#lp4sHoQ-V7_MZ{ACinUtFLYFYXV`gL-?r^Yi@eM@qv`T^ zuou8Wn^A{X-W5ige2m)EY)D9u@}buC8|P%gqR`Kccp#WcFaD1DUP`;5wOyE>`Op2_VP5QbJ7~xmzZD zo&0|OrHtL3VY*w!jG4F6{Fjm|^$RbpNo_U8%6kiu`+RuIwy~HL6YQLlpQ_LQw2yBOpKD1QdYeDOuj)r=dvt5T?nw zfmTkHgASK(?=Kfbni-LFG`h2E%^p&wx4p(?y^(UNYu4;Zj#p0Cwx)Br7HoY}KU#Wy z^Jb4@=vR>Lm(egEcNMhM1wQJyUe~5ZhM!CA@lFT9rKn%!z8vDA1g3@)38ui zHho+P@P&2_W%zsf_o~*eFa6Hfy0^D2*d9)Zzd0j5eHX65*XF8}HvR_!6?b!zQm+si zJyTpj(o4DEuomNqHJ$qIU{OK{Tfq7 zX#59_@z6Z`*^EK3>hX7AchG6Ms%=zZUzNP61iGvVcZ9ToSln{-0?ueF>!&gbRhr}W zkRh{2{*;w@M7Y1Snu4+Vr^bNi&|VbXDJ?bN0Yl1`X#+>Na}@?FQq~%=^D*zoH7)2J zyRo%+qv(c*(Rv^!3N?ei46anttjx^ImdA_3`g%6bpB9zG)T>HH%ryz(S*58OJm)co zb=RC4+4=*@XlRYQZwxjEtyR|UdFJlgJ+cySny9y$LpovIwfI+9!U;eSAaCgcB)mUZ z3QiIj+Kh3%=yp8?B$bB=`P+axCvjaULE!h7X!6oEVE{LSN%)t-?au#Vt8x=4;{cxh z>H7J9TZFJLefZxHGyMO1j<2Fi?Z3DyE=wb?jNh`0BEx^lFaC|z^s<~BwA4K3bwBt1 zu(Ag)x6k09V*3hX!sk3M9Gi$1HhUL2)w?VYQb6cB!GIN zlS`fFM4uGwaW#ak3F|31>Xrb&7#dNLmZi$>n~wx~BWMfgDH_O=L!6mXz0LJHGrJ7E z3fA|yt|%e(>V1VMR0v2ThXLeG6M(#4`9?TvMR!Oz03A~G)!U#t0zmj9Ap8KjGe6-+ z$wy?ZPVj}rw*1I#iGX`)M{fD@_{8g7zIdqw&Rm42QP5zAr8+8-xbyJehy%`o0C*RE$?M%v24T1_efw^`V}6Tr;Ik}^g)!4Vasc|C{k5tx z;iVzu6rcnFl}HO|n#yQw%;QUkpicmW%jWmOq~FY^%yFrhFdw-Ll`z!4%x^E8Ny97w zN)foa7PP@y_6@FGLNjDEL0o;X;V+-?!6kAEVGVB=F#&Kj+uML3@{up0qOW|`P<;bX zM6RQg5qUXa?+gxG07#IVhVIjg^lO2;&+np3QEQ9pb6Z)Cc;i`{%@rv}y7TJpGG{fj zO864_ENQ2pfE<7~DyJ8Lgqbnmzwmz{Q^R<);cs2gv4+$iq+sfHusy^YO+w&A*G{}b3A>HT+obRO`kIDwYROws{~=ST>6=L#U+#L=8s%~s^8v*|P0B`cj<-phd^GejCp;;b47!Tfu%&t|!l9(MJ-+BVOJ73~N_7*y>Vx~SDZkRw- z5j*00!Y01RiPTsU3Bci(@S&Cjag-BQeFkc~^KgJd7U84j}yBQReGxZe0B7JB(v39!I0r@A8M=&r* z|8s8P@HJs6hR4tx{iUkkiFz>?%nFiSb}$pyzEEO4l6-=cJBS-$!?oXhZ%~Po-uNxx!#(%cW(z>&qB9xl_44KEFm9%PX;JXieTg@G_wP^r-A~ zgRi%Nf8lvl8-W}=nO8_E;dznn85$tmsFVdP_~-t*2n+j)O8Jxhm;I>@?u*xD?c1UZ zN-)wzV!=FjVsX{RtoXHJHd%GDKbE46;7GyTg#DHZ*LAW&3dEUOxK!zL0uv4#+A20Lx*p`le$9Moj7cr) zfsFQHG&i)1z!FgFob12>B`Kmew5~D)A8U+Z&4=|m#$?ZzXxP~~s+`qK8##zf{XU}| ziyOV6UGN!p)iid>jGBN8YSX1B^llf^rJDO~q|QF+ENceq;P0aJKeUHgIXNv2m_a0Q z=If3HeSF-m_a*y=k7)8DYv?k$RKbTN|SYlAE zV>!P<-js#`zpj@++sP%<{wmM%=K=G$@XHizhZC+=NQ>q=KD(#C2FStTcZRN)uMOZ{ z%K(QuvdQO6CQ!cE0+2^rKq<*RNC*Au^%e6w=xNbEX+Zj8js7DH4b*`0e<*y5gR@WT zKB@!=9%sV~XML+>nj|_{UakCZ3J<)fHxnBJwH&IbFf7GuXE;4JZKuBV&l{nYo$$w4 zj0fWN3nhG84dI~Es{pad_B0TBLyT(fkKO{5Ho)k`fzjLjt%%Gr=Fx>RhiePO#w~WW zpO}9qc+MtQBz8e*FYN~0Vx5hxAn7A2@Zv6jn}^%oMjL&;CwCKf&(_OwQ@h=*qx5)D zu#!WARSus)T*5l_^}*zu`MGS+kKwX%R=7wG!sW@ZFZ}y2ihSEp+Hl+z-dI-kEoz># z=fj^l7h_eSB*Jws;?tWMg!0+j1A$JvJ>`%!VYDLv4A}R;{x;Lqx>$2~U)+XjDA{ka z77sJRYbW?sKo_{hnkF$8!ivy7uNG8{?);#Vrc^w|A^B*#sJ$)I$}T8D)8zLsAwci| zHHO$g*F>`HtYhz&g1sKbB+t*;LwFIx2XcaaVu!Dv%nBT77uO~E3O*3xU1J!cp`%CC zjD^p-uGMyhlD(qq(T`q?Ui6neiw4z8PO<7G#Pe=CF9RmT6#2g?UjI}1`tP>jn4^e) z#j0FSHE;G@1m4AUPW4|!9{)z`CVp8#q3V&6rh?>t>d+|h?Bh6rXt+83x9Ihzw~9*; z8OL9FyN8exLL2Hs-`~#H0!o8IGH#C61eZ1y+XrvnU?(npA1oYH!e6;^{6+FMqjrFyA*Fl*nXXo zs~dUw%9VuFePQd(1bNe!a{dt;OVItuCt#n5x*s>ow=h~Wz4YbPsll-A@9L&f)GA>A z?Z;-hM>{mPK1j-t@?H?fMC?%pWZMBj)& zEekydlZ1m~e8VM80(y?K4h)s(_AgygI9$(uiHXIqw(mmyelhdih!$EQK47d?C`x2- zHC%0oh6MyUj>G_+NZIN6Ytv*vv~*Wo3jfts?u|>jO-pL?UPPN2&%%{~mY;c@Bh7#! ztV#OFpP_n9i)s651YFIuG!AxJZetD5y!`~kYhwz9?$kc#pWWTvN+hf6jOh)A^GBdy z0CvGBfyvJDji5!9FLk1VKQ5Pv1y5$u0sZUOn*Gds0wDgix2Y$QLnBP~B0u0@5_(Y+ zOdtscixt;+l3tp}W=j5y8UBwn_Xho*-4AJ*l06_;hXJA9V|6v}xm;0=F9UYOA%Rr+ zHBz;^;D#V;k$EZ2X(^LTXy=#EoKPs2M@m*XET;`B$MZfTI&K0b%K27w;DAN#j3*Jd z{TFvvP1-65?8)R!_;nsFo?Cc(D6!@T7R^@)_QVWyDQ2K`_fsDYXs9n_Je5{9T{vCF z1&oR}S6#)MmJ~-jyL8Hjl3sIaXRUdoc?QsVa^eox)B;9u!wNVegp)O)VJfGh*0a;Q z0aftD|E3C7EUtX!GkC8jk?>!dU?#*wuHJ(W0l|e1)C;2m#+Q^4rCXoWLq_jN&J!v) zqXPqkRWH9*+PfmEK3c4BL!Yhmc&ILeaM|CW^K*L@p^9;zgVqHHOn);QnS0l!K_?a_xA{-KNR(D)5-y+e4yUi+&^p8*Hw^4m?gu{6)j>bGp6!e7 z@xJf5S4MxTsH?X0H6+@LU`8&V8#|{~paeGWk&ekvtvT+VFC+2|C}?~nKBWZkLomyf zd-i<;>VW+tc>hp#j>0dOf{zMKjG*s9@w#KX-p-hTI*+ymVoF6D-e|qfe>k!9`3I-+ z$l9oFKLKW3R2we>2&%+>*R;J5^;ai`t(|6BA{J3d+uJ{vGv{dztBIpQ<3=b8uej6`ORMG#h9kzfn3SYsc-r^4Od#7Ysm}dTC|C z_xVE$m+D*^hKt-dOz~8ou@Pm2=#S2Bd&_#;t0@)%dU*`w5>;tPj@PJAteiQD)80qD zjViPQPXrTHxL!R^1~08wq~o@)2wr)B;xPlN@5Nie7H`9>0ssLg6?*dzeZ$$gK-~ zJ|a3)BnzlFHQkEL>6WJ3kvCMhk`JE`{{T1I<6&XX`sDRfr!E*ZTIjJS^z@MOmEpUa zj;+6c`Xa%k@ED@tLD2_~0U=?=Btuhgh-_gU20Z~1;XiI|=VHY?11LVKVhnGB?1s`x z1}aVxfI0ytQsR89TkOXblX>7rKo$@4i!2e#m3YGe@RxZ7s0i`_+5A1SmIyXv4qY3n zsa2AZEO)MCT=`M&hkvOUCNaN7pZKwjro>0-v2?Cw0&ytUD&DKz4a}QF`v-8Vc0g%} zum5{%j3IuehXytEu`2Z=X@#v8rDZ4L@&$MkC3I|ksUpB_qVoT?5Bq=jg_y&qq~c${ z242O*1$~kF-{m>L=l`p6pZ~|_C8(J$$?ksBVRuQAp{O zX|xYGpzezF{{O7YN=~EmJ!H^DA6Oab-TS(BciOf2iyYV4?cTNM+^XuF`5><>SZ6xR zVCSRN`FBOv$5kjAdH!Bd+xb=*Bz0w~o1j|!?LTXO%ex&te6#h1eNWlDr{_7RfF#e& z2cB`@zW(px-|v+g-#9I=mD>2M|6(oZNScOQ*A^Up^5JTI58KAJlsi^TsvyB#*Aosu zX_CFat6rQlp7-p2`KNd8ye+8&9W@lNT`Fb9pFbDO-`V$dx36z|p|Abz>*eN;$)Lsq z!`6k4Z6{AlA6T(A^W|&5q~qXmtt{te?#ZY3|1p!=CS}EYVsjS%-B^(7E4^&uYO~K| z)~uc6_FK+c4P-z-2CtTnoaXOk3is7-RxK>PY`1>Z?M=p?>#Z*D^prmDC%^yTPHS!F9FRcB)>ygBfK35hsWUaOZSe)?Z` zaA)rEInm`G-gE#PK5C^rNl4bdx0mOS$h@lJvr4t-uOe`uqU2rU_j7*hf&1x_1(3{( z`vaobHFb&%t-(PsY+DvYj)S~(o zH?HqJij=@Te`dVj{_cK%7clv|{NAxEDL(l)NFzg*cQfx~qrAKFiy7A_UbH**4QyUk za5LXzqkT#_nFX^V1a?ozoUfLv-~n=$g}oH;_=Q&MeWm{kV{E3xcKo}{@?7lgl59}f z+VFXKV2kI)1va^2|7QO#pIA_~FyL;q{tt7u+aRYG+yj;cnb+R^zV^53+x$g|Ywd#P zewCfIu@+=-!>(&D4lS_^_|!Z56K3Iaq&X%wNH#?Ls%L5SwncsH+OMQ;gWACi7V$VY z@lo29LDwI(mv3_U8JjoFOaAqPR(1l1o8^HU<-z5}D|Irfho$*<{`33IDqCdYD>oNp Nrl+f)%Q~loCID9M-FyH5 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/create-reminder.png b/tools/llm-bot/images/create-reminder.png new file mode 100644 index 0000000000000000000000000000000000000000..83b097258ab13fce763089fb0c88d575b90e99f9 GIT binary patch literal 38910 zcmZr&2|QG7-!73YDNBk%Av-CIeMu;ieP6R=9sAA@6(MBbjV=3*=tXalxtR?Fh zWEspDzSH}>&-Xs{zJ9+kXXc#y+~?fqzW>X0UH^&Dc&1E6!ANoL+&QWzj~{8BJ4bAI z?%a7BvWvhs_ilmIfe(uI3JMxe6ckuB++AMSJK3B&#}#K~VL|hRkE`eTa|?@}0bXtj zcOR{{Z{KNI1oyQMws*DQ4o+I1uU zE3N|TIqda$#E&Fb8Fa4M6xt?oi4iGq>vlX4G*nma=xOhHA99{<<;pnJ<>lvi&36}W zC+{YPbciu<6^C5ur?Ie@B1DJCyYfDKO1M32>~Z7zWnwz^YaE|$wI4-)5F3~x`?NAY z*xoLIIXfHrcInb)`lU<3RcB{s0r<1C;1r>I_ZEmY2p7+R7|cIV;9v2Ry^`llD3Wo(5`9C9GV)0?(~oENujQ!LGlWoRjjE05-uk zp3hl*!A{N|628)R{&j=|u>I?6!8@$~I>gga`i_B`2CIULyA7+Tz&(L`cVsA7Sy`pr ztzSrJJyQC2bKsNo9Xn4?R|!EuA0Hn9p9cai?zVzL;^N|h_wEbczt0aG!SCVc?D^c6 z-`Ruhuao?Jo<}wwR_^w$p7t)ztiR6t+|tF%Q~J)GUmgAb-(S~h<7@w)o}4}YeOtf{ z3jW$7C?s%C@c+*ZG?n`Gt%QcXuZ@%8BYQ9~JU|~Z4@5vx|2qD^_WY;Ef3!6CPfH;o zp$GqL`j1_IHr4g8aaV8w1AThR{O8g9yYWAF{=1=+;ICW%$58w=&j0!r7-$&^DZ&4L zXfhNIBZ0sqk~{b0k-U!Y`OP`f*}?I%?w_%(hh~PoDi5{d(&CcBZhXjlTw>0Fd6XD- zD?*q<^EUf!OzsD*X%+0eaoe6u;C3b6eF%+k$(=lw6?mfqiEA~Xc_x|f*SbILX{BcpgK0dy9K9sNbVQU6E=s+qxgm6fytyklt&A)R9a7d@8ZsgUlDT zM%gCwBpI$;S_coEzB+KE`WX6IFuq4!EKCj4iiejDn+2tcQZXo>cBB1(UYCX{ z2x56Kox4S)4wJGP^&&&M4UX=lpavB0GxXW4xOCQqFg}A-Ik5TxO&BYRR)T&SECGI{F(& zZue*OhfeRGflW?mrr7Bk27lwdjb(5WrRBRcf|`m+Uv}zA9A>Ik)@X*hO{SmJAP@7- z%BriOZF>GfxYJkg

SFS3UI1z-7jJd#@v-!_=sY>1KMfYe@y_qeu+zP0507sr_b3 z)7TRCwV%UYSs9$_%mF`gNjJ-DBeOI_PG%Qhrv^oJRPWgMGJTuLUG4Vb6B9g{uMhs* z)u>Dc!G2-z28Vm=RX_COH7a;pk63XqUQw#KDRUEIt>bjYzs~p#Lb)&@o@+x0n^Knf zq7Sm;6j*%?yE^F?$EvYl^#FvKf4MP%j;T#S!THlB&<LOH6p zNiHyN`#K4CuC`Uw+^BShJ-u=AHZkYZ3m?L~;85MPEFbK%^XvXEHbXVGE)LIG&T2m4 zn(S40HuT#fJo1zl-=!bF$=KS@Z^g^m;-7zE48Ua_V`t2n2y1EQvjh$yZT3^_!NH`| zEY*F|q=v8hY@FUZg18(fD(fp7W*r*lPy^Ywq`sD#Ym75DZksV3?X%*4B&hRyr3-u8 zlqFB>!HoIq15#U?jH%1?>LVdL-)^Q*TV));@xd@}j6}fk_#~fNdffyexpJZs>^QR# zQx9H1W;2O)Mho{?&N;Wvp&Gzef{6V{%v^1EI;d^dw5Z_>88Ump z$Ga;BlN7k?eB=7{9*R*bSR4~AUoawYV!K)yeB_b8SyqLB)kZ>X)Un&PtC`we`hHfQ z9tF=UG4PeReIt=s)6S9GU+C+KX2LuHVSb=pt{FHSN+Q06p)p;9lhfTS!43+_Qnnc& zml~#K&)Rs7sF}~y^DLfU1kD4VCoX?Yd*HBe9@NUEhN?qsFD>|v>cQjg;ase{z8(^G zW3n3z`>ze~RUck8u^4{;96P;gZVzv?bwy|TQLpblf<$g!ZOnr6CEfjv6 zvk{RTeAyj(&3TdSIuqoi7o3dA@G4^q7j??J0EC zy9a)PW;LCp6)%FtCTnc^9S#q-Y^XLS_vV6^$0yZT)c8xaKGe|j==3;@w{$X!wD9d? z4U~UdjCW`r6UG)bvEh`3Cm80nSNA<8r24a^%c5OF5+?LTYkdj_C@w4VpSe?ywQg@X zD?m4_6teyIrxbQ$ti-R@sYA2pT;58^8bp+2$E=%Ybt85Q!3)*AVj^81i1?_32nCSZ zZ=^FmcF;3BQ@kgi(DHj#ol+z(l+Vasy;XWaAFNf8NocZf7J+OkvRJGeG?dc!qz#Y= z$iTu)os)*|pRF!W!1QcXQ|{Iu1UqI^zT+d8zF9wC+$XMA8%WM1v_xrKYZJb3w&+;P zryb_$y*=)gKRBuqZae?+Crhx)ct2fje_2vJwMoVRE~YlBpT2=|P9_PSq+%Q{p<6!K z^nrkF`a+2V*B6=ai`QD$1XPw=^^uQybz09fLK-9+5^bJB2k$ox)o*1x=<_Y3F9zFf zM1->EE5%kzI=78Wn>2V)BMDB^yUU{1I}fm*imzfjHmNaLK1D}7#tqK3B?3c{%obi- zR)mXFnSLzOYnnrb`TZL+4_<{Gor?<6S9$HfvnVgyYICsBwwZsthnX&d)-g-Nrwe+w zQ7Ps@n3>JVGxD>SvkgOR*t&pw3r!DJ7D92Q-pK;S&Y#0B?VgW8JFi)OF?F@sOkJIO z8zwBEAw1S_d|FQZR6b&>Vb*E12(iQrubuuJi=}dwbP)HM4`i6?wOKMDpe0NlKZnV# zzG9=FT}xyfFEftW6fX~GsGPuUl;v#@^B(W5HtY*5=H~rqNLUD(+!(LGyy9y%Wwqax z+%{VInijYq;2{bhip~&K^ke@a6Y6L`{Z-AF=e;acx74$8Tf5#t*JS5;C1@M9e31zq zD&uGReq&;0>m$E0?6uwjI(^V{tBKxeB|y8}ISYk7EuWrfMB2ctx-X;W^NZ+Z(R@s2 z8>$mEeh*gfjT8>~p1l^eP9IkrN)y?W4%j)JPv&=o6?@PXZ!CsB_#A$@hRV4!I`l4& z+kw#0GtRaLUzoRNx^ahSs|RyFhl9=95L3c@SnPFsu#ve{72MvCkz*{lJ>fJp6rKTM zQLW_Lw%;CbmCp(-T%2s8=fy1)A{a>CU!=a}Og$T1)%w6Mk9uPR#G=jG2l~qLPsjgK z?hc98WSK`qecN4Jaa2MLs?-B1X)?PP`MvWowAmB0hf!TrNkTzK}1+J@tUiM*?P0hezv zant(8W7iEV`_lO(E1VjN%D;UUoQk9}cA6T{H~75QKlNHYXlK-&8N4tY<_TW+NVV=w zo$rD)vKsBtZe#2&R5s5tZ+kj<_LXllC`&TKkyTb!GpmJw{q~4yJshYijJq$LZe~eh zdXAH;e*%nU(-Yt^o}Kqw^keUam9r2W^l<^wDuL_O_YJ7hiu-3X#su$Gv)D}eah`J-V z9LKgXJDfzi)i$(jCq5MWe)ugtiF=}y_q_66MMc0{=aI%-N+O*)xPZo0ea+z|DF(Y? zGNx$erl$UA#9W~o6JC?CRMKW6Ko1cp&bz5(Y**L$g<<@oOB-Hh1H@EUb(M)49+bo% z5aWeFB-r%4?;vqYPE+#8)NM)q;2}>pSElr~Q}?3G!8@>fzM20VM1RcwgKA36%p6&c zM_(rRta-_sVOYvxAqa0e_Ve|u@>s94B1Gq7@kgdNxia?bv0Jr4t#EI}{%iA#$Z!_- zGigk{xQ8r7#YWK?cn&@uJ3G8aL*hjDQVhR2a*Efxw|R>9Kh~6+o3$(8S=EP?jLt_* zgo$3hC1K~FET0+WU}BeI;=bvVXGH-QX(p&W_fnR>{Y4Mw7(V*)&En2> zf#-;j8*J@)K4O0>|3^L#<3XfKyB#$jd#R*EfoYD{_<%}wgc4=+1YtCwaIOSUF9N=0StXoH@)Iy?2}e$Mt7Em}bp zuZA73KkM)-(IzDDvRie%JM9RHqSSbu(zwNTGP{HELQfjUedld&e;W_}QHfcLg(AA+N zF(fg-it30xeS6SpEpg>tG77C!$8M`RNEJP$u{+n;H`ltg*O5Kr?+J>QvUmFuF&g^4 z^sFW0g~&Rl0leRHHHcl&X_Y6X7f66i5NUzcSv1HX6838ZoTH8@N%BNH{D2e8AX;<#5Fh<<+SYVegMwg*GJ;092Y-=~sQx?Wpd zRR$pvRsWbYOX{WuYBgM7F7%?O{g-&oOcsQ~XymN^izF4geRBU*f~QlulB*fu&cF#w z5&5rMq5MYln=x)_B97N&O|4$5-Yp|_QCs!%=@W*!igZytnJo#oQPcFF<8YpXftw+R z1ZwR3e%ceK@xaQsv<8xgoH}%y8a2~Y0=F^6NI`>SKEo58q#VNI zc1J>)GOq9DxgYL7o+3)uX9A3M#EZn$`gC&3APvJ9O^eE%%R_Gu) zE>~T}o~HjC*PhGaGez{NoA)K5r`ifg@vlD2->I`hf2ZB8v3`;=-S(VIOz?L9@VPOI zlmMG=ef6S&xK;0Zrn&pyvK=wmZljpEpS6%sBaU_mF3c+5XABnq^%qQ4$#hZ(#XV?L zrDS1^*oH$;pvVKd*6|k)s~juvJq?&I)08J+Li45{ARDWmEh5PQ%kUoSXq-#s1uozDqJ-fj~yPp zrMItkqg!v^`%e9I`In@L)i_cNPYShd7G;<;VbdZQ`i6qu)8$}&dx4n_6}HR$;YmUt zX~KOtcS!oD2hYE=GhD|Fwu!8-7iE9sB$cspX(q12x!@fpots4~6f$nV3XcnbnDVtV|a~EJ2)8J11f*Ofi!_d8Zd$ zL`P)6Xs{$>1f4b#UA^6Wb~^)Pn@s(FEi-5ftjs7ayp|TCsq0yVyKGrI5`lAp9B$2R zsaa3wZ*W+16w2`QxG#@`o%$qQjzJgJlO}V|224i_Ux_$)rg=40*AAu7{#ba@a}es0 z7`#%9C&*5$K5tWPL-%Ji)C6q7N85-b#bP;rvj^!!{>d8Trd=@RS$S8fsTh|VxJz{9 zjyGoDD9RXn>8?yZi5wb63#7N*;-l!-qz0Zbr;6eb1Gzi54|G7eA2gDQybq7(X#D-- z2m7}|>D`h{3}ZP0qS2X;V?Owtr-9tz_N(nad07EV>;!?+J4u}Pudv`)S)M>?v^kqD z@WEk0RX<5Cd~bHvy1@RVg2lO5?vXDN(sj)O*+f6bTXLXORA$_8=%O-0cbB8(mQbK; zT_MegKB0jbYG0=m>(V*doqFoSVW&L#j=en(N5v%ku{q!X>ykFIUuS-e-<_?nPbnjw z&LsTzyEY<{|H$rH;xzzAk_GT<*VuK%XldA$*n^{4XJTAvxaLt1O`G;`9)hrdN{05=oTN%s1pVO=Gw>P~MQ+e%<%guSfL>XxgZqNXdy5%GD3 z`rHGtB1(>xhnc_i_E&yf@LKMkJBPtV`Q*e#JrnQ-oQI;AxC3fotQyLvmGfV$OglH{ z6~>-n|0^cQ`#rJl_a$$cXv<%tkG3P97;mfVW005s^YYFUKNAUI?V)+cN*>Bf;k}js za+yy+*_dj})060jB1lx*&I+($QU8c({*G=Uu8@UZH@XOAor-_^B7RxN6m&!kAqR_j ztzAU_mfZhq4BJb1t`LjX>3m$WPT4u9ItFp{``Vq=?ICS)!Y;*zJXF+Le9G%%oZ1PesSsMz>hwy(h7{ z*zqc;E%drV*d=m%WZ;=`y@L(FcC~&`htAWv-Vk>$kS6SpPE=cU+pQLMb`54pf{}TO zFt??yL_3*z(F>yhZD5G1vj;CAAc#Sm6w?<~ExVEGDs(PvKu;E|Lay#QKJ!9t!dr}|J8FvH-1bP<^47m9$TXwbpWJ5pxYPtFsS-HjJX=SZvceHn>V`Vn!0w7 zh}sU`%n)(ZtC@o-ZLZ-ZTo>hZGPDby3PH#|K8pJo`cHE~c7i6FX>b8SKB-zBhEGyk zvVK#|O2ID5gT7dQr<SlPgoSkyj~*erHaS~N1}={n8CGHy*<*|MxCOw<`=nco%DkgUd(>DoFR z&C|^_1Mh^0x-lH8uby=_GXeSeQ{+k?o0aB%6A+lsCGf0cT+V9PU(we+EoCh`ITy zL*1aEZI+EK6as@_r)^J9MczEQ94mt>rj{UJXI%6uO~jdmEMF&aYj-gRYzpB|_J%Nh zyjA<6>5St|9=6SAr}%t0?hAwY)Qn3T=7L6wnSV*uucyL7w=r523)x31dmrsQFEeX} zAD}0P4&}X^n=zuY1CKi*shC7lO++v%`AU{(ykk}CHLtmyq?6-4{I*I*RT8g04uMA9 zlJNW}|LWo~nqJUs)?9%t_QwZ%SvV*OSdLx7HBT-&pmFG`hS??${I*gzJ?ki0evTc_ z@1EuHY_cHzS}6sIWNQXL^kTl(M!{HRVLXSVOB;39b@zN^2p^)v!kh{Y{S zb63r&lr&0=8!Cfk#{4Z0%bwYhSKdHe8hj${zKIq{t&u@JPHx(3t8;Q@j3(mbPZ$1Z z=pjQs7;98%+=le`#8}5lyB3{sk$v=7bqeT^|g--3KhI4YZbN~v|u&~8aC=&l@d0gMTUYXgilQc%c zYvac&2GE>mf<60ZjueycEFTZv&%wPMo7eK9PCnN$*8n6>W~#s=$p(k<(o=bvz=GF> z_e#vw(uIGHYSm=}d+of&IWYj?l)bGG%PhTF1P$6H=*ubQdkI%4DzaJ884L&A;0o^_ z`Jf76m6wlL8OSh31RigemR0V8xu$aRJVYKUg%FYOdJcYk{`qOXe`t+G2a)4&PRRBv zB2B^8{dn1et9KLbs@*4H5`Lph7^~w{a~vtYqE>(7!Hah+R0Zc=Z}7C!>o2@=?5dls zcTBMd*o*a%50C|s50B;VsqJx_G=8Mc>v?*fnIvedW$)QcjZGBcVAA|FK-X0XPq(AV z`WR!kpAhLjx7IwV?6sd&Qal6?n;);dDFOtP+s^@mecDi%lN_oB41^!TFuzn+= za3z+HNp-Nd2)Rg0ylQWXr)icgge}daz*ZE;Pv{Z>*pA-IIm?IvPMp0?z?y-0?if$- z1rh2&MF#bILn6@{(=}ch{N~3+6*C`^Ji1(Hr50;q<13gl?=C z_$=Vt=XTB?vKj;7eE8P8YW6GRWXY}JvC)Y?qgl=r@SdA1wN+Gew^rdwfosprsNswP z1)6vKr>b;H;;CzjYlvu7BFhTu80&M-eFj_yLD~F$=!0HE;Zhs)L`BfP((o3*s;twN zI-}}()$K>@=sC8jl;+l?NGR!kAi1d2Vv)skB-+9#1?oLu?j1Beac=x}QClYMrnvi* z$fU_q(e)BUC`bBMUK|ev+|IbyDv4GpU;JSd(M3kxe2cfct#+>;zqimkPf2o@&Ql}Q zY}sD(<3m{owFS)}I(ovCO&LKxqNFm^qWVC(m;tVXXQX0dBXJ!I52Iqj;fMX;RlJpr zpY)N%^dzLZV=U7IV7V5`CG0NP{fK!7^y0v{JOV)2P#@)PVRz0RMK+h{cO%=6@{OIF zmamzchA^6{hHyZ-0n>4KExoc3`H=1pU;g8&M&&cA$l(XMkrVZT2I^mf%(<@y7gU-Z zNU1_jWK?+vBV;LT}>M&2OD_?$xi^!E?E;HkZ; zBM3!Trg=$=>izUSx;nqlYTQ~8Rr9+^!BdBn4AX{RBBv%PgFY68w^+=;ws*WfpOF=k zz1g1hHtDvMFz-lEmnDqRbqJXf8fg?4XanugPtWXfeOLLOnk2qI5oa zxW*e}1by$b*d7wZ9u;cHI8LL#FH$G-XBbINJNzK$RMWJCWgiL0a(D-Ss=P)huS0@j z!QASqa6t3mxatkt7;1Bxb#zWwUZ&8i!YXPOfxub|Rp{G4bAw(v5xNFsQnea~s|g%Y z47EanZRQbJql&66Ulm{ z?Lc>=(JqJPK|yI0&tF}Bhy+OEWFfPMvTyGwMjlyFbiKZ&wu~$$YaM?qe`WbOvY2YQ zUlXu3QP4_{A?d>-5XMgDnU?DNA0V=++#xnXUc$ON>QH@tX-?f(RV(q6CRQp(~O5f0xG7iH?dMgqfo0Tf)c-{}qZgS4F z*pwv+7|sTn*L)KGc1L|H6AMslL1fQP1N}_2W;wRZ_xFxvI`!4HqmrwRK1ZjDZN|g4 ze6-_W#+8{!Wg=n_0QUBE&}bv8JLy`z0rjK^>N~os4V(WsQT-8hw@RagMfpE8*S5-uwi@z^a6r9e&k-I2orzyFSPlL2zLP z>(*{n;O-Y95SXjA-g$g1HYiotrf}RR-*9(%z$#%r%f5MzDdN8EpfzJid@sq}NaNSnwvB=wnk9b~ z;CvUuQE0axt|Vk<^iGM@&NDndsdNn^)Hj+(+(>bmtGBGspX*ymq>}!u&jRGM!|;I4 z8fomkuks>EcPpu1MW!t0q3?T+o(p;GH8{H;5$>656^dv0g|ibF>T#At{k78&Gu7zg z65X=own`$pT*XOLi(lgv+Ar-T-f^Nnq>_b17y73bJONpUwxdfdU z=IHzJv1VT?ERvPJa&blxX{x*{lL9$tlP4)CHy=gqk^U2KVSU+d&-=cQ!=E4tn|HL1 zD5N4;-ucFMnly--;CiXxO#B$P)N2*$v40M-zqX*cY9IV?V_j<8OTC=)$6I9eaQtkQ z>t(QHpy^==lKY#usAqN|mdm`iWIw0;)Xw_pds>c0mIK`<7WCE{GVh1m{ z(ep2yyw0KtxV+C7_%_1lr3!BH_#3NRUSJcN3okr*q!r3yX}NLNXF;LrR)X%sm~Lza z*#?gtEwcquXu8{HAcyKt0H7#EE|bmhS(R~agB!UWPuy-N*Q)AK@w>*2H_W5L*P}ma z#L$zdKGS;=gMgMJ+;9Eqn`z0Esxz;$8OF!HNj?RiSKCH%ax1!Ajoemy_{3fo2Jb~4 zPN81N{ysS8h@iN^%6n-4}>J1HAnbTZ`?&Ta?`iaruY5)D=b&sQ+Z+2B~6F(E^Wrq*EDi&#R(!>z4 z521YaBOe;Ld9|h?9xzlPUgb45#q0MW0(7`XvE;8w4e6}4a+Zg46;AU(iw-$T6Xk~5 zIxm34`4rqN|B}P=hW|Hho}S&6?`;_DVS{1mFmp}JZ|UtX@afDx#G>HsmC$p_8)GHE z@PS_$H;XU1QWJ5$S?D>nhl^v$p&}IXuVGbjpK-*s&imMzMc=2Gu8ag5063TcvIsP) zzU-EmD{Cp0Vyr)Q(_Y`i?M;PIJ&!}MmL79v!vpT|lK;lVY>VZt%nobG$1Tz_l4;&! zkB>#EKxJB~i-|FB1Ye=;Z=e_|NIB-?_(luWYKLU-U!e=tR?21CMKR{)b#`$;YSLTf zI9;Y+l{4@*1y9YQdWY8Sg3j+E%U=)dffg&7)9Z_pp>l7X#l$M(_&T_*@zWX!$17e? z3H1&|uQ5{0+TGZsq^f%jV{v)^0l-W|ooB^H-=|UvG_saDH@PpDdt*>A&vh+F08<$| zEhxV!6~B|A-skl@w)n4kR1_|EPwUb7gyC~!-(#h*sRP;4Gc1(Y+W)$j^ThEAa_8T% zKF;$Z5z`5U7)^4~lIVHz0Sn&a;m~N4TapEP)F62!Js-UVc__cpMV4FCkrPW)HN>3% z>tv@?Av+dfp*Q8piCE=dDyk-R5*v61-HTU5!?R`J&puuv;_W~z-sFGv@IA+Si@&Gw zKbA}8%h2oc?d-pXR|0S{ZkW;gN9}0Z@Zgk5BAS!iH zpDhz6N$+wN|9qvf#z=|k=YYacBj@G93IP88o>*UzV{Ia#n4Ofp7ZwVirqR&%{?vc_E%tCeV8{r-$f#wGa_IRC z?u9*=dh=g1pX|}yE5rs5QyiYiQ$s>?RF3Wo=~K?L7D(jEC+}dUV%A%N?+V$YeUAb3 zq9TZZ6ZPBu;d_CvH1C_RguYkkq%)nSHW6VO^nYGDAVslsJTr&pH^ha!^v|Kyg zuN}(FTM^QIQrDPLa%)m5tBt6?XD5vxW!Kk4JN<7|v^7BQes?m%dS(T4K<0>ZpD zr;vbX{+hp8=!9;OcF{AKMMo%c7IZ8Darz>p9zEP!YU&$tChRo(wJRoo+wcM@g~d~- z(1W~6QHPP)!3vXsV1Z)I(Moh+0>H=~UahA$<}h7~Ih&)M`DSn^XkI;nG7rcC&)0BF zc>I?&Y%gKI!n{ZZdu4OwCV6tlX@S7F*|5@LE@p>@zo%vx%&U!6i-EaEIUsqnq3=tnWl)OV z>Gkole6zb;VLBt4d|Lr$cOabgI7eQSpiyAaHb~hX3Q^f$GLERo8s78x(es=`HE{swt>9b&G=RJvl()Di8Tb~M56IJ#w2W<;=*eX|CD&eh(|kzbF;9Smx(>7%-#fg5ENJ|T(O zKJ#D^ff6u7(@-jd`7T~I{j6GA(mECF?qaa_loWR>^|J^ z;Q%T4?f?y66|(9+4v^VCp`7*1K?B0A;LsNm+anTGCy>jxMDG}ZteT73Cdz+8#u7{5 zRE)+|^M}f1-53A#-DEducjS`+sURwzL)B?0TN-I1(DZ{Q;OJX;1pr+mvEj~i{6=HU z{%g0P`=Xw0D6I?#Zl8QEiw~`u!oP>n5pQ!Z$AIT*#xF`8*Ns={PiEg79`fFtwKsL% za$X)3?=EbWoQ8WhA-CXovzbLAE{~PLS}8yG8Ari3JCG-0@M3d&UnD(mh2trTGCWg2a;~0%fXg@tI3ed0%Q!wI6+LOvoIsc|W!yWZ?}rLPOOI$KrEf|2 z_DqzUI@4qxw>?r+n0KjmrXJc);3lp?1|E_<>CyooxVrx=6iq zgXh6&i^wr}W@)Qd{*^z>e(wb@0I)Cjq>Um7SV{C$E<{K2mjVzeP!(0UFKj>Cqmszw zy#B!YBO`-eY(v%yHNjX1P6N$h1(qb-!NycOC*Byhzy3=lZ1jd=x#Dr$Cz-dJd+|}2 zZ_0RF3%|sn6T{TTFan@*;2A~*?W(PCuM;dFAb|ntI{sisR>Eu3BAQ8LznN*Q%2t+e zQfnUUg1f|PURi$N+HofdTZ!>0e0qSUxc}uvKDPl6_58w&K!xsT)t~7B;21KwuJCiJ zu6<(@urG_B;_0E0`NXl`!rD<04`-I}YKvWfIvmSC>6Ia;I<%Uh&4gX%E70 zNd&RLs~AOMNFpB&A^jh2J(1`BO=t2iBC%6o@fBbC<@}c_03#E1jlUeA!9;`Y^4>?FS^#cN5BLJzN%Xr;|^7tICoUP}_o+L%sK{d#>;X2O2$IGZpY? zQa1}awwc*1ob1%|-kf^=i>vwt0di()0hg;i(`yQZOPjl|W}mYRoOL>*{fZz!;Rej< z*gZq|_!czt0Kn8Fzs1)JRxDrOeieTCu;U`f>v5(?Q83DhG8oq@9QjDxEa=4TdEKPC zZGZZJx6{IwM+4X56@5ug6JcxRah}x-nu85o-;g^{3nAbuGAeWST~(GxF#>#mTTkQ} zFV(H5Uj14NIO)0Ai5uT`Yl%5V0w^~AN09Y^#aeSP3E<;6o4Wxt+T~zlTovm*z6cbC z)Wm%bKYH20Kj&{yR)#v#ywl*_JWcvgtLT|ciNd^1mY}&A(@J~~&)H*;TuHRGf9 zr*O~p!26S@7cLrM{HX~0x0VHvWf?kjFS!<#^2R(|Cj7j2u0)mHGQYhUn{x}ZwT1Hz zq4eH|9|kdu*?<39ReLr!*FRXMHRs&CBp?fUyjrqw+tddid!X2@V;NAPb0i&Zh7Uta z9_yQ#kHTL4s(k@UY4|q=o<_75S+y>z|7l{bkkLN|#Fg;2`lVlN13ftlt_`E;LQ4G)vtt>Eh5UI3~OJAe{(enAAkk(=`>v%jvvduIU%31rQ;2$Av-h)l6$}Y}X&g_E)N*t;@>O zlh-h}rtm*9&?}EyUaALX965~rZl(V^4;lSiAVYvB{GI8Ei4y@j`MT%~*wn?t>81FD z|7T!B9z0=HCts zU4r{P`>;td|1SWDBio#79)f`v?AuOYV?4={Gp+Pu3hV=!qF%tMM9t}MDgM$Jh>a5K zom8Vp4I=3T0BDu*@YUZTwC{NWo7N8X6I`?Un;Kgv^8OEN@%%P3=gYsI%c9P;DHu3> zxi5{NvvmjZ|6161MY-Tr=I8CR+|(PB7Sj9~Y)*=mX1{Ng5PydAJz-M6Z%Vka{AuTzUflU!yIr#TRm zEcyu^{(Jo7Sk2Byzxa1=#D*(hvuuCaieUW`pcbg@>~y9og~#wy_RXEftN`aPbZ5+M zgslKPE`uZ)PyiB>7;d$onad1vL%lHW`P(y`(4ZHx0w=u)H}DnfCqJvADF2jgyx%0U zee|9~!_V;(S|+E)Z|_Bb3+^eClxL&YHWJ8S{bt;k`)*_=-|5%WultxO?twZ^8j5Nl zunG8s&X&|GSzR~CGd1OtUjhP;7H@@Bw9{ze z0Cu;mYWfItcM2>GpP2y9Y({WGYXlJ|eOgUtj=qK$K+>zuDRW}^_I=3W)$S=EJSqPw zZnHTbuvJs4JJ_&|IGfM*^DgE$gpck1D&IoY!GQN^$f2w?Xl`tJ-q$LRsWpC@8S>*c z`m8fyBG=Toxe2W{QRl~7X1HfL1NX|XPgD_Lc)5}Jkwm~XFEe;ix0NOMcXL1TRe^t1p5Xdx`olU1PT9B#e3w+GvY zsadNV19&@xqYr#;vN?tR68ZN>&16jfH6Fi4-Saze3623D7Z?Pw+Hd{m-BKX;0%A-( z#*=;}AEL(?AE%?Yaj@r0N&!ERh-49CJ@g!&8K~|2h?#Gl0U#4ckQc@|xbk!qJ~#VC zpi=WQ!f>YofHT@BZ|rnxI}1Qwlx4B0GliGvRXwX~}9)rSy!Apf| z6J>`NPFojO^(!}rke-Ff{ONdgfc?HwDU&p2#o4(tW$YnN5Dgd|@Fi@}cvm+tM znOFtLtpaZmeoot(A9+Q;z9DgRqpcG5Srs5ToH{?=4r)*uZ;|v$CoB_z^iBQVL_>E9 zp(r|Fk$WC}gd70+*V*+4FHi^q9wU=NdihG9XfMf|EsR%+Y*9HA_`%V1 z5dp3=!)FZtN*WJTh@||A%Ypj4uPjUdo$CVz&(`z(^5GZN7Rz<54^9L)RS@LB+;Ov{ z2pT;y0F{MinZoP1i~15vwhdRAnvJS06~SvcwzF^J>rbU_#g=ec(CU*zYBh5ok`PML zV{{rdavMvhH`-2jyLolEwo~j!3aanh48ov6xarnihvtP86oxX=y@N}&mge-DfJqPJ zl$?xY^^Y>$UuHd#Ud(EGgu(gm-vW5WhXy%)L|S$Ew*nQKxIi8hAT-uG?8*(|EWYg9 zQk6k7Ha?$z0*ek@(TE+n?Meg?>wEX%Idn|EA`?#unt(7bH#r4`E$<*SN@TKMg)xRE~xO#%7f zb4ede&9hsQ1_zX-$C}JZLy|);8cW1%o8ovFD|UgRGQB>v8ykV9$^jc`@)KhmDdXZi z0J2qck!qvax>2x^xK05B0Ese(y|DtfD|VaM3(7sk_00SZyjXUQEU@9;6NX>P1Dk3D znzr=XTsj&Srh(Fpa?_a!WV+)>W8AN*O(u+tq|X+h0VHf}FPHKfe_@ikao_26+ls0n z;(ZS2mSXe0|6ajYs@rc|wSJPcVQ^~30ntUG)BBrCL~o&B)c_TI1Yw;1xjCwi%8xy$ zT{W$wSF1v11XVhDy#c$qoEs^QGj?hI3@yv#Z)gM&udB(bH);y1Uk>crYTcHH{?I$0 zTxYLtt$mpxX{_YzhJ3t?0#JWPGvPc9A5VlXuXB>77M|Kgj{FM6xU~zX_kvICZThp9 z&>Pg_dW*I_IYk67dg0zRR8yXf2Q>c+bZ>~G?gsx(US|^p8MnCL9|{4$V?N84EA>K8 z5Fon(42MY+(X(iEjZ5F`7PQ=;nXmKxA-h2-2BN^4MH)>nD#)K(&Ph~228xyAUoc@nE3;-zQS+Te2dWVmKn<5(Swm83n`fap5ZEt1!g|=rF z67?rn)gT2C&H=MMJ)McNrzic)0hVw3*43WU@JBma&Og2a;|fV z{Vs?GK=H@9!RR;v{-_&V4*QyRpQF^wJ^N(;{VFE>OlqTl@gjp@8@4|a!ZsK|}n z{cE^wBjrZB{;$2SjEib(`xXRa3=Bd*LJ_4wBm|^HT1vV^1*E$qM^K~%Nu_h>ZUzQW z>1ODmL%KU==3N-)+(*yze0V>;@6D(E8}?p%?X|A8))oKje{C-X`(>z`M@R_V)h~2* zehM%H+8%pvXIP~lqt5a;fUN(W!%2O6nM~N-Sb@zqfgFMT2M=CF0NCNEwO+?d9T&8= z|LpCCcF*dgm!c3NiTAMJ;rei9)G#?Ag$cQ5a*z{{n`ha+KV@x7nkSz($UH)M_D&_hTb}uu6NIb*U?%o_F#-NwbDICHiZP? zm?4v4+fVx?FPC{2hw}sINsoHw3$?p<&)aVX^lKz|>@P2;uc9J37nj;m6?^oz@y|`$ zS>*7UQn_xVK>bEX_$^92@HbFhN#e`d4lq{kk!R@>P| z;4o|`t7^T5&S0w?4)5dv$4YN$R_h?`QpLsoN14v*RT_P1!e(Qt6azECEsS)@8zA|{ z?BLKQTiLIEXMsFqMDyU{P_HUSaU_Y(_=PLo(6P>SL9qbGUSf2~*T5z91(?oA*OVBa z%bd5xVJU43Q)Wv`-%4b-N_MkjLhsRm$0~8f>N6Ph@Ojf@9g}MN^&G0+<*Y=}D@r!6pM}BzAfr1{zbe>&(BTg1yH^7QSh;}k0H`4)%WV{r`UZK)gD3x z$+^we#|8mBq-^y@)cn(JctwGJ$koRK?%%cRn)#bGwh73YsKmIR(@CB8eCj1~%ilrE zGO;~{GfO_TWZWO<+*DOf~cLonDo^2XuAXZ+>1CPnRM z&)*X;nGRL%WQG&yj>LA z$H{)@Oh%TSViZDSt*Y0mmOc!i`}X5QVY^y`i9Qz6?ia(}?u^B`90f9jb!;mJFZ8Dy zwMF)n+8QA>u&G{AFsAJ}rz(Pvm24{)swp(&lH5ZHQiVq}c53)b2Yth!8f2=ah7%9Z zX5<REFRJShlXB*K}8rO?aODNx3B0H8 z3v_>VXhq*`3V0?NArLb%QkWTLy_@H}`?O_ItV6FYxGwNwQxsoBb^Tz96rQrInmG#b zK&Y*!ya#C}p^7P0xs)DJTe~C^Z!xd0#MF9WHJuD5Ga$aH8v&@*s-5STquoYQ!9AoS69G z+F+r+U6O#x9{nRu6Rk_dIt2X_H0mB)kvgL_rwM?YYNmrgEQoF`e!MkUpAr2dU9%v0 zo~geC&Y&AKdor7|a8A!9h#ZJ;c4^ebHx6h(>7? z@BTbHug?2AZTW|_H;H7Dq-HRzA_rTe)CkO>)D5U9&|oZP+CosQKxD=~;HogV8#s~3 zLzu~ok`(R~3Pi7_t}odo*%GEXIyblC^$L#3oI}o~OaN4sr&jzdwA3Mh>_ShL)k!G5 zOvsa_Smr1y`m37NFYYyk-qp=|ic!OL6C|TgaaIlzucnu|Y~n0)Zj2T4!)-BcOHAEp z%?owjqWEs?3$n()mYAQyA%0F5A%P!}l-wUPl7xF^DA$N?u;8U#9Mh1kd+4$XHS}q9 z4n0lespNT%!=2UAs>7ZAt{Y_Q3DlBzxi5%|nwh+P+pZ`tM!UGaBM^O+e(E<7X&gQLE4m;WU2dU8gsD2UKn{0d5Kc z*Jsidx*DkptI-vhJ^ij1RCFMrq%-mLhmB6U*(N~8GmyeU;%8lOtH|voNnXY5drebd zn=B7LXWg4uRWHzE#~0*CksiByH!OlNr=h^7TB%1-6XeRr%k&ZgtXWL zERr>*bxc9A)Ykt8(!6G#;dsB_j!GK)vESdv;a~c8QIbouHK1PY8|?W}%RXQrh%I^$xouW)aAfG`jL^SYn#X&J4GkafdTY zsh`xVNmP7Qnn^jAHT;C%m7I*Zp$e6|+zVnf$}ijY2jq|n0^tp(FY?)UuM2WciYgi* ztbCq_ZK*guRq`-lpiZP`YoQ!@<$Hw2AOqc{==?p_*_Dlk7?#97y-`JjkJt}ds3C_|>I)wP!<};&8_7!gNQmO*+TsQkV zMKrc5ZkBA-FPQtpQ84VWPgod<_pgy;sgVdrqREr7-$xRwj)Q-Nqk^Vmo!Xl^vaEE6 z$xhMY)CH<3s)Ee2>vY>%^1>E-XL0d)<&d5p%gZcz@rfX(oLelLG0snFWvZ4GpIXT_ zR!mjN#>Yg*(Y1hzzk3<>p3At^q>J*KT@H-gsOQlduc5Xy!MHF;LGUtRO@($M64hy< z?waIa4U2p>k^qqKayPmy8vUVz6N%U+I%azkTo9Y3|FF`kzB#Pv8a^aaWw9&l8;=?C8PWV^U(rvZPTzUK?rX%kiMh|Mb=FF^#QKkDFF? z++}lKWC2m8ivYDu!V|23rD8I#UD;6o>`yaZR@Gez;EE3omKLgANIb<>w)r~+%_){O z7j#xGMEs!Iq1MM2u+J69nW8LFOuP=fEBNZ&d+9v%U2dJQoRAw|^6Br^B9fWH3`7;Z zIF@Nk5=#l`Q++(RCqymCn&&*O-MtPGEV_v_D6TWYU9R4MKl; z1!rLe>RZ_@;#U+8sVXjWK!W_qcxys4XXLnNW^O8W1jWRN2yg&r~Z^6o;D zNBE%3_Q;gACtv|+Si4=&^>fLD&eMYiz+YMSGER zw~h^xnoo2=Pq2|Tw>46x`Hl4apE_s{RqgQHrFr%wQBH~}%SaRuI#}g$vP=hGot5@! z`HFgZto`_vPE6e~%!u-kh?Iq;i>7FIPka=+OjYF_!Z*DO-yTYwy!?D@XV2aw$wY%#Ox^?#KQXZG zgz#|j)NcwU{TbP!zQh8!3bo#v{Skr?qQ(VQ;N^IQKMnFrXGlO^9Lr~}U&ip?n6FFj zz-l_vnfA|opYMHnd+w6nS(4}Ee;BuyyoFv?mm}lvU;et90AKrAbU^ISjJ}(Ifbj|rneq=i_dg>B?v~(dCvKX4x2XSW>HAP# zK66RW=R^R*zl>`c_*%=$CBLPv9P6%U0Bhu<*J4EfGOk+SYs=1{{-wG9PScO!`tLOT zkih@0rXNfAzpLrzPW#_Y@5i3~|MS^o8I0Erlhk$IUEz~donrrWjMP-$iLc(ATNN;H zy3uG2gMJyN`mU?cGX^oLUPP6+&eEdZSvs5vX7eO5 z*_vdZkCyCxa@#|iK=cfISf&d=Mo2`)|A9F;bL54`WjbK_d1S>7`-;Xr zGzrPO)!!BzLR)^z==2|2jx4D=b!XyubJLl;xq8wj>t+|UE#4n@1uIgYDN2*cPPM(! z7~K82DDc;O{iTv%BWs$@h{DTbQ$1Op4K#`HGNn-dHLl`GSgU=?p;U%9XMpb$$qKu=2BG<7J34;3o*ACY@D2 zUdUasIz)2m`NU_>kb%$Ds_3E%1<~zu*wOyBu&_93GGlOI{!mJQN7p1Mg!wvlROdazW^nHTn`U zn}&5T8_aiaV8c5aStFw!j&l&+2Z8GBvAjXV;W|mC1_}yhG?aZ12WwT;@K>ICdeT!|EBKZgGra#aklACqXA#jE?xb?eN+k z;o!S&SIg)RW5wp7nLq5AvsdraV49Xj=oQTd3uZ9y6;ou*0QXPPsqIDeT0NKI-s7N% zyBB3KfU#;+H&DuaTv;z1jpIbsSKe=5shVYhr`3Dj?E`S9m;k7*hkkQtllfv7f4$8M zz?rl96rOJ400;3$c;T!Wm*JW`fKGUg3~$2#X+;Z$q`uOy@Fmpn%ex0AqJD%v#+&q;>jZLlwhokc(B&)nQR#8NU63Wo#I%WlNM0lD;Ji9A49fRZJ-G>`pC?QH!F z%2#ZcnWps;|AGJ|U%PKz-5|fiwmp4_56_ANfYbp_2Q5_D4VQ6YimF|VCHcWY6rzKe zS+*!ClJe6ic7uo!B%bOC>BVUrig>WMR_m=$V%*C>RijWNjHa9W&@UXGoUD(j ze4@qg-pS?iRRURIDN~y}J*{{6yjw5ouI@`E52p3?b^E2eZA)#>El_s-T4s?VkB>1( z5RaORyAJmGFRbvNr}b{01tWyP+^eElaA1Jz?Qrw%P-BRyQHsM7{rPF%) z?aMYyokpoK>58p&an_=v_EMD3*pLAL48-u+wJK9Bz5Q+9t{FW;SP{w8{Gx2_D2I3z zb^$D-QB;;Xyl-XBH3C};?WRv1dPBf(40wIF7u%OQ2c5?3a$}$qwDwEucgoYb-YkFV z(#@JlH(UNVrLkuxoE_3|uwB{^ckLr$tZG-#u>UDEiPOwJ+HR?*?q&PYV6I~4v=7dk zqxJU|UES~C@si0q+ixvg#wRwUS@QwK1?mnK-2;%DOAe&`-*lb9OO9rrR;}(dboHdf z(+Ax(SkW@+T_D`eP58i?ihJK-#3n9gc!7g&B3Z@WrgWvmaQ($t*n!J_Z-Tv;mu%nC zz}2Nh>72ZI!L~KolOtP6NR&g~ZE*?{5*;T`X01I{%e}l+fC1Z5o_m99L>7_Jy{J6g zwo1WcT*Tj98i&3MMaaZ%B*i#sI4|}?UsLrPEw>k)9eZ5lJlw++kfa=iltI>daM=xU z2y$hcK>G$)G+d`uiyzGBLEBPg;#R5!@2*KgFLEGCJUV`o|- zP{WSZgGsJbyNd5*1=2lR(jcqw^hGux0DpvP_aFQEY+T&%uk1*#oixuHit1T9>!p2aThn& zlH5k}N=Mff?a9gxXt+l$W6Vavi96RBzZ@k{KaP%im#k~QWC^2%pXeO0nmP)%8@YBd zP5ld0ph<>?7p{A{+N?7Gf?yE3qH&d0En**C5?l3HomGa6${Zr~IC?Ke+u@5$cyRCw zz$+U|z^0t8HCSN>Z|Z#~S)>Dv(Y*(a)wihLj4i&ujt7rlbleGvnoK&;G+MMx&NTqw z_^y2cFfwMF{^hB_hQV@e-or&ZWHlU>Os}{E5SdoOv1U8tUtG=Jpu}+!OmeH604!dY zzrvwVZVW zolR|MyqztMAAEIbrjQmUgKc_$|A@_`Z^^K_;wjn*$fu9J7vrPMzP#rr7dLCFN({SR zm^i!?H~F^UJZyECjWBQQ?H_&SWGz?LmsfiuXGK~g+=rdX4ZG|>b?X}cHyTyy(zpER z=@X0~hd%wKgiZwh)f_;*(ux2eM81PGn0*Zn=W^@L^74Aa=`x{CI(Uu#^!0gm%}5H@ zP?;F6k#>7eGZB;GwCW4w$c4(KYUsA*NGhx1PE&G|;t@t9)^Uhc^@Nmga#IM@Rxwnp z{Ba1Lvw7n)lKTt>s!!e24-kT~2Q2(~o7Gfqd2t49vN|N$1QGDpzQ&EAfUzak#W*iB z+d51TyS>2i5AQ+Kh$HsBD%KS6^N4KN^tm(xv!aeN`Z#QxYcD&#>i%C*^9gZxwSN=|-FM z$~qV2!5X#}4=sCezSyaC5#?!@TZa*}&xu0~FNAe27rT6IR1jc`r+*-fETYwqnWN|5 z9dmZbyT1hYoylO9k%GVl)YNpbXmrCER>HZb7;&`T;8Oiqoz02|C5sTsuASIP)k&sn(|Kp|ZPy-1@Uh z*&4mMio&DiHnW4CB(^eRJ2gYauJ!GJ-izWvS99@V-#%`2Ehyb`{ka!aUn5L5<|TpP z!N)K=r1f;Xf2?jGPkp|TfAtnp`;$x;H}VagfUJ!ZAM8iPVS*KfPd zaC@`ma+0S7;#%?Ib^ZW4`-0)TOT#k%65vNFuv>{H=Q5moqha76&|j50)SxT&QuEUN z>W(*4f5D}HD6E9C?hijST_K6cce8*aQ3p3OXvEwMJI*_{gG7lA%2#X8ok!6^V-vAQ zif|QXzEqn#P*H~t!XY$|*-()BTI{wc!HAqDK2m$D9M#4>_(1iwL+CkQI`6LSN}J^{ z)py3AIF1F4)`S*6{(PkkJed`Fx>sy|c-~YIXGBi$a9GyDIkMxGg1c7lO$GO1Kv}Wp zx-|_r^7lb4i5MJ+1}dak`@^gV_QQJ=e!Qr zoQqOM@NWy50GmoAV3^QA&3MfYL0-Dhdo+i8k9*X`uQyw{^!CigLRDcOv$leb2{%w-xfn*sLnS6GC; zbOB$3HbU&ZP7T#h+u@fDcV;?YNbAXyC&rXiGz}yDuk8KCR0Ibd_>}}34rgpd@X0tR z#Oe$;ljiTX3bWlJYe3EUR)jNZ?oeq1>?z*v{cn_rSGl+}gPgtUUAi!lRDAryIjdes zr_z9Spjb<>=~TT8@nacC$w~ll;-BD5%y^d6<8#q=%QVyrrxcU<7? zM${^#K8||MsFGDsI8=I;*wZ!8HVYtkQB=<%Fm8b*c~$Yn_&l_k?Wg#V+j51pD`(xk zu4{G3KFCpjxBNN4H667Br*dn}(_Ty2!Qoum`zC%`hZ(*ZiJg5Ib%11A98QQi6!%%f zrWdW{(sC`Q#>vQ)@Fh6j<4!47al#G;2)c^w-smp*pe1rRe(&ct`Srb!3&`&~{Mu}J zN>t`dGPEO9jnF4lZD}`zKSl^cT+a z6|6r83U<+*F;9Dh@irOsDda_{9p{&Ne{`#FLxbiUk#5*!15SH=PT3etp_wI8GqwCg zQ`|Y?{S!V2RV%s4Ox4|*>oNTcoF>b6XL&n_LRY6fm_9Y9?UnFAbl zX8whO2aPmZY?;ye+?eQC6Z@P5^ctyqCGkL1b>@bX>DIAdMS>bmFTkVR?N1Qa@7)7v ze~66iCY&qezZUBM^s9IZ2?^GWxfr~S8Ord~wyx!2dG)Msaa7#2kJUz7Oq%Ab3mc{2Sno6q+KtL7i3Z+E zg_9-@8jM)TfLG;S1@={ImyCxf>F5~w`iG9P^32)l5yG)6DuehE_0XMSyZcidRJWQI zDp>`pZJelKt5>mBx^hL7SOizqYIL-!RI|PF!Jw*{v~|I{DsSH4Am zE_>OA9gL5?1OHl?E2g*9ekMhmxqA2mxGQAk6j@A4p;qGy6=W5 z(3}&6qDQQ!dhKh=DbOkmFA;Ue!o>u_1zirPY`&pa3e{Mwa6VX)dV{h;n>dL(W}5pa{OnD8 z)-LVlDr&mCld{((xR`7j%<#!WWH2TIR~evHOFANX3bhx{*QT%{Fnv# z>wDU;yBS8!#v&2=G^nL|Y($F|*^L~{j^sB zUv6N%>jI3kt<;?Rss3WWMe8NKPwShxIXi6}f~R6~J>*laT(!GD)&mHKM)t58MLn># zkNVQ#EG_n^=!#RirtLhZs?I&h6V>8Jb0-4u@_TW@-9-F_sDWIvq~rFEmP zO|zuzPF;$AvElA9?rpLxj6tQbQ}dgvh^qN;Sy#XA*%+2&Ui!GQbUx!5P}RzYFXqFP zuIqN&u0UQV8fJ2YIhdO1AGNCW(Z)EF^hYct(A`VcDleEvnOcil5`8^WVCzAo9-uvV z3sR(%P39J~Xv?gYR-S>=IiZ(BddqL$4sFdh8L#F0wS&C_j>dtqi~c{V=DG6|%il%K z>bN0+D@XbOX;We*y^fyi+7Z^QFfGSkiyXOZKK9JHD%To^pt#d@a>{T2nMZhpgL_ak zr3vy|8<%zKog6M{>C6(oy@U#OB8JdioXgv(2aF53Z(G_G+feBm0#3oLP>PYT7hp?X<{Rgm?ZVY8%Fr{O}_SqkTw4{ni9?5Fw#j6bw< z-sxw{Cc*rq%y3t`x_21o`NB-k|CfLJGi2`aXOX9`Mk31(ZbNR*r9aHLlL)&NR4;zr zIL?))i(a&w_H%pD7rppaU*E}!7GBr2-5WE$fg4^k_bUYOw5sbLFOs zPWEP>cc~5rQEA$uMd+?6OR$HY3QsOw7K8x-l=MUzwC6mt+ z*gQ<8M=o>j-ipg^LS@-!li9Zsk?g15qR*s-=V#{jzq_!DlZqhNY45a??J&W3R4;X5 zItE%q4i48DUiCWEK$n`OD>O0{W!K(8!s+-VI5pn$Zdk$(HUP0eA|A9dt3Ef3-)TFa z>`-;LSZ9mByJWE37)pk_PaA{+C#8wY_2ZdVLp(4u-Wrt(Wzinu@3pk~YR=%LxBm_m zL@j-vDEx;;A4Gubi2g!5$lq74lwKX@5fYI~*ruEQ)XzA4E+3iSSyI*-3ox_#*L>Ms zCbfzEahX49s!YjQ$-RE^?eY2~bTy>6L^!U?_QJt5g*!h{<6?E@j_m`}hX66++gbNb>37$K5cMhma!kiC^Zx-15xRVZy79?d z7Oqs^-<*9XaKWpBXje_=N&g7&_y&P(?xt-%kMbYAXygMYm7{@l$L|^}wftMq3Bm-w zw)8&&G(w|iFX=V$X*&IZc5%OXODHJijJB!lpZO#kvH*iJI@tYFeY}hh)Gt(ycKYSg z=f|o~9xMKqLntOE@%z+HKL$6qM-M=L#2nJjDP<_ts^qGZZ@bN30>62O*D&nptWRm;PN)+`(usSuQ9USV=~q7>ZC0Pq6^2ZQybvc*_4oK{t&6xLPhvj zu3pVjN79(qHTQDq_FYF+I!YH22t&aT3FY85htiw%W~!`1#c6Ma{&Kq#ih^MjUC*#- z|2~d)Y2v9^i%ojhazBz1p8OkP)EIUG>1kb8FZ;)6zZMb$Es*l>{qA)E(>yH&#v*56 z;Ork0d#RBQ%z4u3v7g!#IJ$pbxoaKI5lCA5`C0!dE~Fs1qqj8<43WPgd_S*(7(p+} zU+CWXtDV1Eq)q}t<}JWA( zrqMJ0f6m~JEI_(D&o+$y(ZcK30PyxX;4e%2@2Pqu3_g_b()_=d`sM$B`ib~gga_V( zEF~)((xcBy?8Gxtme^4%Pt(&^hze<5KAXUsoNC>Y^5&LiqBQVXsZvTn*nFYSJO7sy zf0rieK77cGT(1nOjmu1~Scd*3OU^^aaa=xarN^xJ&0H0W8m;(R&1HP0T21#EH4|UQ zUH|f%ho6oE*AwsqJPxx%JsI&c4SQ(g^^WI*Hp_TH7k)Pv{Co<8wvFM|S9QtT2+t2M z{z~BcF*QPN5W-067GiE@!{t7u-7kEC`}g}0gz|a%+2_(y$_T==<2~sg9c~y~n*LKN z-5;*6Vl&_cktd`-R7G*av%-~E4nU6j?-HMviwAKDqOBt;)&4@Tbi`F5V##k)a<>t5sJAUKEk zYHjjOSsw|BgA>k=96CwyC-In1Ap z#U0-jyaX9tx%K=;i}TDZbD`P7w|Vs()>g*<<%t5j)0e}u%tLj8X9vcUZg$Y-9KKX%M&K1>?OxMJupG(>^$x+w72~P>q`fyU~(e&lwm5-@tZcj z|JnQ3LjGq72dG=#Yu~;7De%i+o{h*rQuY9%`xNbk5+@(KrHTbr&FDiN1vAlo3|&Tl z^yWX0%AH~%cfck`&n^m3@rdCH>>#o}2Yu_yyv0Cy*C`g)W`?g3rRIlYrgc-k25LGz z2*TdOq%>`V_J7i4c+cBJGD6K@983aM zR5H|FFpcOQ>M@CKV+QUFTqpeJf~Yx1IAH5_h2=p}_89?TF~!#`+4lL>uOLNB1uhzudVu5JB@P3J)u{B^oFT|2XN%ks0Nn2eQ~xg^P5=- z)MsJearNs~{{Q%#Bv`HFr6gUSnN}{I#brJ$pBJ&ax}bsn>a_1T_Vwt0evp1fEJx4t z=26fMDnldHd^5LER{Tk|IxQE`-P3;v`Vk>rUI@dLskY|uRyl_E%JO*4;cQ5>@b4!Y zwIDvkG)PopM(XRQ0%F56c(@e_Eft3zzaPy)Zs!Q+sHI6G@&R+FVA|#(%x7jwS;E@} za8gp<(EY7hx-5{N(3t4=t#a+PW?-RV$?7XCfcc~0#cUDf9z=A?{yy_^aft&7gioj z`HoR+41aXCQTF)xz*r3d_<8~5pY3~R2)Vdaf+`#)xrhGg)GeMDra%mpQ8TRjE@xJi z80_R9Eqcqizo_$7U!SZ?x}xVJEhQxt5Qg;k^V__mlKAK>(%>h=?~EREJeK;`UN6*j z#apaIwCjqWOG$cqx&S5!gqQ*QKr2`06F_U=O+g%3#ucZ!Fb(K8R&@4V3@?5s$N8t0 zvlMm$i&vuRvUH3J`VUb#zAG6h!V|K8;Fxgm5|7dR5O3Qb*}DID5IjNo-zWZKg8y&E z>e6w>eh=N22+8kL0t~4S#MB`v5;|_Oe@b5Bu{og;y!97H(O(lPssUER2gFhIgFj~Z zk#zj4B3=dw^wMxSas_d?vUQ`Ou1+14oyi7to5#h0wr0xrLBWbs-fs#1H zC4KsL@~?k;YuT-KS{=pn5xfniijOXn#8Z;te5$O`l64Vxg=$qdMy#KB!@BT|mEf zg^J1ogj5lBbDcL(@QLF7r}wH5pit75*=$Fgg?5E)z77=K`<`#*{vp6dboYC@y*gYj zT|Tbc;RgU1FX8sf8*we6^tyo$HoQk{kun(g0U6+L#ZKgyahMmku)tf7$=a|yd%6wp zDFo8k9XIr(B_#4fLkXp2WQuQyyc+=TBsUE=SOv^0>BpR=lx};^7ke{RV=3-rzCVe) zLM!$0DWHN{kBYUbC*`u9mI$%o7y=#`*YO2FEn1ZHp10XSy~@cBAdX@PyeVuug}d&b zcl~RAf5-`;5DvCQQLx@&1(QJKbg@aZ6n6T=!-&PgowKfK+<0=(UOfwS?W^c;uXm5R#OJkOK3N+eQQh~L=TLu+;IJ9YS zncUB;{$mjcbrI5)*e!CA9}UYpo7M!`x?dpY-d`=t;l9TZ`GaTn8#lXJ?JowXa~9OJ@E4!CVr0rTL`-@?)&yH&VVyZ<;KS zdfQj&XhVMQwwYGHmQ8>wKqZt|&q(oYG}0`Wpv>>-CtP<~tHm^wu+#4(8|la_c5P7? zp9a;RsNg12$O$j1m3x*PVy*;ckiN8I3=EgW=+a3pGSxa?BG+Zf?EmiZS)B@Y?$ zlBe`Jcg8p@L}XMK>(kLC`)xT9`vW)=;Y7`!bCSHu7D{3CTIa9DoezljWHq zgi?|r73KK#A?8g=GPO+F&Q&aky~(Y4gXa5B#wt`I3z7vm!lYUNt=mU8H?YaIu@SX8 zH2)qP$JdBg!`_K2^z;i?Tgd6zx=Om+6tQyJUj48m-Ya{N$6&DWZd`KiIRU1pk$P1Y z@UGaEv4+?Mtk6Lq20&W|HCJ5?RdwtU%Q{sWdF4>mwVD3%YV~Tbm7=GmqlO?KncEDD zY}Gm1zyuDPxvn635z%W^*&0>1zaVM>#%ASHPseT6IP)e{2wFO>*i`N$bMv0OSvUY0 z4CPdANFfO}#i?9-s1`u&rXo;o=wS1SB{lFlw+muj;$#vd>3n>A+{ikPYYagp78?L9 zNW*oT$80_PZmM}nptg{J;>|OWX(6C+R3D(eomk8_Y$ekTV^C(_%5`Fam>%s`V>$Kb z=+3a&Ehq`P$v`7P#UUf9fJl#Xk=@BN5Is;b_B(|%9F$6N5fYkBJ<*I$qV+7p&U!Y+ z;Q(E<42n1bG{w_(WDH@}+*oxrz29v^NN15rfBUg(<)lJ~AhuE`Md+<@c$%y)Y|Sv* zAjU2{4mTw$2!Q_f;=>mv8|8(wj_G&KnB|HdseYLX z>A0O7rvNWu@g5JS*SyK&n5j&s)1K?RlES_Gbt-Bw;ljldB1TnINaZ$mkE0wD6k2MS`oeK417Tpu6#mF(Teblk3IUbelOjk@F1OV)P1W&f(0f}|4q*5 zNzI+K8&^$}#{E4WKxzyZxt#oDaH4Olo=0d`& zqi>T&fUiv`q0spf)NJAc$q?gg7;QU~(2;~^-X1sEpS*k*iAxNs>_rgp(w#H>*7`{x z!dNTnXYKft=B-7hw!C>Dr&t->7gagH~0z7o_RToBZG zHQ_m5D;ywh5BW;B`DojMknMwlq2k2ED&nyHw5qLuaX}xaf+7}DW7HhsuY6ujM)*D& zD=F$u^hzN}OjkKPh~4gYqYGarexT_NS83S`E7JDlCv^}OiD1Jwv5rjwdzR6~0<_Bw zdLz8WBLoc)0XnOL^whE!iQxNo9ym|0*9z3IW01Mp^);t5wNiqs1UGb@C!1znYp4e- zVl-9rA8OQyomN^CYmtgznF)_5B@o2)oDx7Ma$49Yhgk_e`cfR%pDd$2h_st1QRRB$ zal*+Xuz;4ZtZd>P`O!yZ3(>*rki0Y_r+~=tS!G4nYeXu&Rzw_Uhxk@2ry9~t3H0M0 z0P=QNjr2GB#v5J(COOwuC+qyO9acv%E*$uhq<0`pbg$V=2iU4}*|oQH1#OUoB%DNe zD)K_^9<77K3|X1>CW7~)5yUB;;uaAq7Y%il!{ah?Xw@rHpC5DhN4Ymq{Y2qPUnPU?D zW^;vSvb8CIGwkKZmn0SZale^1kXWGs@tibSKa760!7h20Y9MqF^+o)!rkOOgw1Bsm zz;at$O0%EEK>e^Jd#Qerr4XE~aR2ZbfRGql^4R1Z(kHRc=Nm?x!)TaFwy3D(#d$Df z>|Ox`om_AsX~(fr$f*5_WyOU#=iIiB+nH@TK|3Pc16;XdL<91j!tNJkbh-#EdbQ3% zT8+OCvZx|g8->I0#7Uawk7xV0XtX(HdIVJj}Jn9I^iroAa2M z-$Ih~@5%L5=-YftL7(WgrJAW#%2cV#s5l>9Cmnp`24&Hj zj!?Dy#8~Sle!Z^~l)q^^twGHE)Y#@5#vJ@oV~}^=ZACdkH0TAS(o}9RcBXobJIBQ^ zeELJ5CrVQBt&*NfF*_(yIdzgGvOeKiiztcqbVEEn?Ln;@P)QG2wzOqPuR=bjQD^uj zXBZg=z~0Y!!9DIBTqg|JCf7R<5q+V&`bZd0Uybg5{L(4@Q#?gRL(PB_XLT{l(ANi2 zTw*@LYkO5tG!-cF0!UG$xstA!j5{7@uSC}tvCRCFHbSDvHZ#ROFW;}m8bKN=!U^%v z-Wy%}^mz%X*fbX3<6=X_dIct3*PShy@a1ixCK>P9ZMNRV$2UE$B^@DYzWHQF5-^y# zhWjn-q@|z9F|OA$2gg!u+(L@DZRSqE!rm4rW+=znjfT|(!tT+>!xo7MPqhyd{DQXp z3R?hi1;}6i*~N@o@TD-+s?&gZ^^6mI&!ZiddU}3dFp|p_;A7B%?FkkaOACjJ?eSmi z7J?9KX#fkOD2|UwPFaoID$nfFP7bD-4T*erMJl|Ak%gzDx#G?&-eIvV@_lH6bw3)N zrRH*Xv3ve}rgkPQ6Rpq{Yger0w6!pmnpR}g`?=RHom^#eQlve9(BvB?iADO;l@yu9 zo#c7(T(=X9uanQe1(l&jkL#6=c~YiiEnNb!|DNmm6>~-+V3z3F5?|y)f(-@v5$ZT^ zMg55Pw+}Ao((^cRY$bTTJb!-vl`+H3%n0LGhQ_`J-O``vjGON(e6REghmEJzH;NGO zPoE@on^*xP_1#4jGVc3Jg&i)>wR+hBOQrO|%Z#W*(}*bZ3VK)dwHx8HEzZo_*QUJiJIHy+=%QVJG8&&nm*($=6dZU?q zoG2+1B(H}~k-yu#TqAX}C&ZY&e?Z=VESFv6b1zp@Z*5{;NPQttnV}C{CAMEGd8-JY zA}VMzjSCUUd>UYkFdULAHtuzKttWTbwKrXI=VjM5XO-F18ZY)Y1x`yPus|bMwq=Gn zahwXv-A8#(iw$ilJcc-Gtw-b*6pJkiKy^FQmR~5CpXQfP?G*{efe&>bMNTpe-2xed zg>G72=koMMS%!C81=WfJG*nuUeHe7A2fgzKVM6up@TMFuK6E4eLBgck$OlE*FELB_A7Y)(_)g(!@K#ifG|t(dC>k^1ixc`iapt>|kH#H)veAhD V$i|y}&q97okA|ORTA(T)ui1Z$s5Fm~Uj8vsXkd8p)PcIkmI-P$l zFaJvNuAffF=RWT2b4Uuw7QHtD&t@-qldZSbHQ_mx-A}?dG{HGfD(TgffFL8S1`l*N zDVQEU4M-&-QoLIhn23nT<6}>g_Iw|>^j{h%PAbq##Gh0Ts%wO^Gsb28w>JE05rPQ+ zy}(Ovz+x~H2`AObcHyjnNvdD#$;Eh;5nt~5f)d^A=sDv|UnQ6BfNBp)(Dt2sFCurB zh2uw~j@z;qX|$ngj}CeG(zl!JPNkmA>af+RE?Sv&W!TXe1?j+V@3*NuTKa>Hg7VsV zGkRJuiai_+=PuOJ^0cEnC;Q4DwjE^m>KygNU$L zHr;(p$vI9@2I8Z$qkE{xP_eO}_%^U%wOgHV#lw1m{#0CZ#&B*D30*`s&XuCJV4-)N zGzbx-IJa7F+Lju&Va0&`@sP~EE<0Zvc0WKL256~0)t1D(L!>Mv zo^%_m^&uYTj^3^fqV4oQ0Z3TvcKo3Tjh z0Ls!uVW0Px+&{T%eI~pMXy@g(M(Ja76fBccc=V61Bn6wAPRV3FsgRG7v>khnOn|?Y zg^QWL0jFrIc3HqI(U3_O=gL&7=~?ukJ34sc^Gl3Lj;42Wl#-M4aE+JuxA%W8(t_!M z^})<_q#AIE)^mYzc|KbM&heUUm`Um>{{ZFPwOU1El?;GPKLzH8nhz~=U*h?=H7g| z<@bzTTs-&dTjQ*Z5c%?mbD&oX!?kQIL;9qqV9TFqpGpr}7{a~1`kABJub~v{ z#2S=S)qXT1*+jD~)AD3(cl7$rHTDLx@w82icQ7qfJg5tz$(RbS{%k9BPsMJfjT7BN zS2{GVu<|O6tW`eQ5>DqeG;EB;5W~jSZ|Nmj@1s z!D_Gh7WwW~8F^GdEVIT&`lXu1H*T$Tq*DUoMh{whO=oyumOETEKuL&I6~uTfAHknS z;LqiR^(N{mmh5A0wj#Flw6>Rq_g6rio1X2CNcT->ig44AgoeFS4B_bQlwa*qp>OU%VGj57QY>4iRpOyZt zX>t)nKCa>&Abx%6vB1t%tBFwhGsFK-qo*ymm`8RoYCYLrK|ZR8#%Nz0n7 zezSDM#w+z;jAH-Yj4N$%&-wg~@kAsy`cGSPU-dxgnU?sRu}~I*bOEPlnCQ|o5}y8` z5h2*7ND$hCsZnY5g!@hksP3kdbAWcpbF9bZ6E>Z-Fe}FsRJKlt zq1JV{hqDGUuleOeiOwIc9+yf`Y0&#*y5kQu63gs>f^4hdq)CYg#@u{D78~A<@!H-Sb@MUyN4)o}(^}=RosM6YeQBsv-4xNGmkG;%B43*i>a}NAE{sR$nlbmL_2`mIx*(_%B7GSI)v{)c)fOx&%H3 z{?^flQgQd3O2k+ZpGRT|-Sek>h~eU2pMLLz9be0)42MA#@?Jelw{$R?1SqV^sgLy)=JyZd`auSYK2 zj?GKB+qw~qU?&uhECRm5WqkqIrfW=6&NBPX zHEEoIca8r+Koe{5z2aw+mwv1C%o*^kNTp&LcjADsiQ8T%VCPkEyT2~;E35w?9i$Xa z?}>;~!3({9u9dk*8~Ay3yVufJm&9~thm1|$UM!I_hf2@SF^w2g&#kF85?>Rsb+PuCl4A#@%Lg&Ud`m)4z*MAba;CK z@}w$m@uj(bZ+IdQOi$ax^2>g5dAF{AWxP~W%+11>K3qz<6%ue)sRz5Q*Q8J6 zPoK#wa&6m(%wv2Fh$C?m$18Zo`AwHebi}J|6#g^+leAjj?m%3%rrBut&F^b^t!6`Y zcYtvfl+=+b7b`?jkN4cIPP5gpZ3or9KGy76E9`E+GO18n=Iv6BX8-kWy;rQN28_J zhx;^V?1wML{wkJWkU>xfcLXg`2eqp78K2jE^L*1iAH7JMfjLPO&TOv?NGvkQAY<>J zu*Vv-4R~-y{^&ZR?D_SJwAt1Nvr&zM@;Hv_^`DKH1CyUZUDHMi5YN6m#Z|?PNE_rv z?4Ldlf$0nntXE2W{B6s)Nz)2YK@tifLc;ZFcUJj?{_<*FZvJ&Pp$rZWyq+OLmYEK{ z0R{jYk9qC7s}UFNuZ-Y_5l1$bBgcy^vDtKjCIVjs$+?8qp4RPP*v?iKox4UUF>8em zNv&U%PO$}cxUDPTB^R~ubPd*~ne&H%!uDge-&J=HbRtn>{gvGL^KBQ3n)06Hb{JP1 zZABPa<6wov6X0=(_xk)GpJm!Rman4#8rGyC1iVEQmH<*2mu$BQ3rVe6N>wEVih>B7 zW9h!v^G_c(FwZ^sc5vJ^J+(B&R^z=~W>Ksn;VV;5c40Hc_9T%|p})fpi=qMuB78Ce zx_s~zdSXt~8m)(P)Kk<++(S$*7f&lUs+w@G&)7!MjN$+3`0=j;5m6fRubpRD_!d^g zLQiM963@>)Cjfl&5s`mNn-M3SBh_1&J~T6JHoOlR0C>a`kzTH<;o0Lz+v&?wS$=$n z`|{Z{GufUL8XaB_XWJVn07`MMa+k+dEPSh}RInjCwTG@$REGtA>3i0kj2K_T$3zCs z&Tbmep~vOR?@4I9DEVdiK_=t+lp#`4@_zqVz;oCslcSgmCz+$o(OvIuj1Q)@P4n`5 z>>dqOU&Z)Kgg-h4eBv<`zy~`)^_=$HD;*1wXTxZBF`}0xnlgAA$N(d?8c*o)pMl#% zN>Xjji2z9FaAOOQbc;ymxWL`j3MSny78Q7TtMd1(`9UQ{BT0DcjW%Jdbe8}_(S7Nery9FoSSys>_eBb1^6EqyTA`wN-~ndcbWd> zAAy4bX^R~iQcdm7QtvqiUnA)?ZZN<)-zWGuL-@54vm#FZYcHd+ccr-#KLO9(=(^o@ z^@ljmlRVckxE$#;*sDt~L+?(W|Z2w&*{k8$^x90W&4pyMH`tzi1Rc2bP zlri||zvQ~Fh{JDf6>M=A|;h{H@K9o{_11mKCGNGEXL0z~^DYTe}zAQP|+8Q4KTB-5l!O&4;D% z`DOCrTSy?SJr&i-mT{OY9l-cgq!zz@cslh+b8SS~q}m@ne0^LqhZjjloQzIz`TPY* zBNeoEvcahai&?DWbu5O;tMSdhH79%9T_%_{H}L$hEh)50(?fkz_RU20HNU2PaHnUe zzz#2$RO@)Jk&410gZ$3d>{Ji#TIKT;Du27ZESq!AtO#f0jkYX22%-I*)QY`?v^4^o zp{ogE9eOdfIxFn(eHd5-{IlSiLz1f0{BSKjK7?_y*01lZio@7LDCp`Q)H|=?n);X6 z#zkmf4o9`YL?>iu)y*EWT#}vTscC2%9(P3WM`nG|&EMI}8@s)GCrq|9 zDl=3qHnT4IrzsKw=g6yUK~z&QTREb*gg9X}{Dr&Ni1j0PyhSIWE|;)or5x=N(1WgM z=1V;rPOrRL!n;ClQTXoGBDkm43HCcho*Ks34qtDaRlj*~b z@e<&VyK~1%CaZZUY-1Y|67Qitl??v0KYi^_8zY~>A@WYR=JfRaKPoK-Ie`QBb3!;O9%s?DzsOZc&SD58i0RB z!Z}>loJ-d;1FOV#y7t|SdJXvcMox8RJ7f(uiHzE(SbH+WzjK(dD|+E}Brv;T*stwn zVkl>u>dq%SV#5YUs%D2fxoPsyQ7P~B;^B9WdQ%$#&;5U;c$SJy1DQIn=e3HDUobT! zF$X=+W6`$Ii*|7)R%0_h?4Ptz!hkkGY>stPkain-<|`Nmep4_l%pBfF767o<2f?+e zOo<^Jykla3nYla#sdnF-TnopO>s-~z>y_uH1EsWR&S$n4to?5VLbvvwn-BW1f zbdi&NgWWWj{gvGk@#6gJ<$OuSB#3b(dQjnR%|}CwYl}6K6_xJdW%=AJpg;4^$x{fd{m^gbo%^M(PnBx<1Ah4&yFBvHz@ zaKXdbl0jb95H$TlOgu)>bQknxwC&?AHRa~)Iv}zK|&OXstuQiAM}!`%(1wTHCB5zX0+cd|PyYk>t{-$E1V;NOO{2 z^iIHENagE)3jH-jjOmzI+kIHuuDcBG#?vIn<&6B;$6x6LxTQj7BDJw`t z7OHseT99y;ev1FMP-)0NeXp!-`|1V{p`OFr`S3QElB7G-|^(~1BN z72Yf0L zQvSzF6vCvra&3;*gSL8Cv4)^#UZf+Vnxn;qeiPS$-FRxV*7d+YJxm@-XtE2|_M%{T z{@(-cWs%2~ZaXb^Ab+{F>(qcWFh~1htu9_KZ+;qym%|b?&3t_tc?#@UsNGcjqriUE z*F5v1;Pc=%Ug(Eg{zp49u6oeotG!vRN9@h?$)S)M_wjWm9qJt-awAC2BDF4@oBl!O z*)O+xcLDlUG?&HkL>o*OSzR_Ybw}iFxcS`Cy2Ot7!r9L+fA^*nnha*=6{j{FW734N zoG{}7AkP4C1z@hXdUt<+K~0jJoF#f4xgm@v!_^+aQ!EKNOWd?t@MC3o&k;AwcwuX z!=#15ddhcz67qEy6kolcSH|+FQ7&^?`huj6G;+7%Ry(b8>VcrX>DYT=Dfg6OS^+yc zd|>j+p|i%Yu8i7%eaAGvMG>xa0&qY>3FGBH+>wU$9T!|9Nhhv{wDmfrJ5>?=iJ8+B z3H$AjGj5B2_zjrY9kuVP*baDfWAI!=_$HIrSRZ<~@(q5TJ^HpQ+^s)n6!su>zyTZQ zOWeW&l-5vXFf_OW&AO~qI@+i*P|B!fe=d-xoeUlsj~)BU)><3J@!#5P@rwgWtvpmE zyd=EQ+FBkwiY=m&(O+0kC!{e+C?B^rjk&XT`5$R;=y;`pH_}^!$7%MPOPVYi4qRfm zubQh<8eOCjZ9!-oZ-0~p(n~HStdU936~|*}@J*+=e)O~f8NDiA(W_R4-YB~y(tkL` z7T82*8ckvG%eN*$I1oCVv#&GdnuIp3?^xF0Kn};c5(_}%)yQ`tv8^CW#HCPq~ z^}Y2`Vu+gUmrcWW zdO%oaM%%v@3{VJP_CJa!N60tmiI4W0Wmg-0?RlR3cEjncQRe(m@cev@kCxK*y&_k4 z%LsS5z9L}04W>8)jMUbf-eb9v8&DghiWyPUpIFwf3{{Dtn0s zUcWcgIu>E3nsa&;a2zwGCIAt3T{vX02!IZ5`pgFWOs1lN!s9(V{yCw%DxKI&SBo06 zY3~Rl_F(Dz(v1?47U|ngq!qlVrOy4zx9UOjzU(WmDXhj+c^tk92Y|>OP|Wqkg5`*G zE#p@K%vHW%d-_ThhTI?4e#K z0_aI-(mScO{&JEw|9m?rtQi{KC9q=`&$WHR_p4HgrCeyWaU&arm8?@~X;@&=X%&GU zH)Sk`r8k=XK$I*SHb-%DI;5_H*TV_S26Zyl(8Q3e=_(kH1P?b5mzyKrLUe)wz|6mC zgV>aqG&md;Db|<839TsfyA_EQ${U!RAe+UybY*0Pe7m1}x+EV} zblk&QqO&!}m7(lOolyjn%diGet3-ohdkXw2Lk-qH(^<#w?+I;u0pOF-vt5u4uh{I+ z2LEYHC!Cy?vcZk4)?Aq0+JvS@g1Kek6t$|d#osObEKgA$0m4k@Lj}|4aU$+l41|s< z$sULak22OIw3iQF2)&C`wsCa09v1AKmtSb9R6^!8=6lVI-pebW%CB(O*efRuArkPP zj{zIy@jo_7-zS%#Z6X7){~Y?4XA)Goc$^S1@|(Wo%4GW|Q<&DqQbDE+8>mlVY}nb}OD`m8Kn83~ zoTJ92S5m|G9q0O}1HKT(fA&LuAo>&PZIzzmlu9+ru-75zAZEEbf z&-WI;j5hOKyv&BlPW6D__xH+ixAZ=4UcX<)+XhOVy$Eq#`Zwn1=Gl}M_6n_#}RCu3o&OTrRYloLW$ z#QqdEIBB_Yu&DTiyYw6_Fp;inRWy@)sr&nsS5t`JA14JhNuoY&5Cw&>Y zgJBh51VRpB#HN%MhPVqY9VHcTws$bQai3j}eK?O3Sf)ZXANKlMM^eQ42Xjvbhd^3^ zkhCQDAbVoy~Kn*L#^S|%dBeajf| zndT?HBd!}sr3Djw4iUkK_59qV6C0K{gb!rQT4o9}YL7>P?cP1v8U)i4YWQl`1Fg47 zN1SgpUzq82>Y#O1dv|pjL1b#RTe~M?vdIS&SOe=A;=43~((Pd&vp_lC%iD+CDovTw z{I)!PZX+l4B{m+0&hca<04xbJdcaRN(M~B}t=n_>uQZFU^3vNTnO8Q~ZDBV zCr9*_Q{Ac11w6wiD4es-R!Yimdh_JXWvA4xN4Qu;$5iU0qj7|{a2xP%&68a*)il>C zI{t!6r+E~t*em)rlEeUQsMYvpsyUwo+@M7jl%x09xyxoFFv_acNe3xGRGpI7Qc~x{ zU&5@*2lC>|B^cKZd+AjUfLh47=S)ML>BL`deI69LOc9YYC29uVRlkBl?@r#8G2S8f zrLZbh-aInR)`M8KpnC|B2;N`NF%y_-*yX94Xf}pC3gil1Vjj|0hEYeYBp#rZKB{4C z2j4js5q}PC`lw$7RaGbZ$qpqbgp&!7>9Yhyi7YKZ11`}&Z2O7dLpJ@lsv0>ct{MGg{81`h(+R6^ivz#89Hj_fyc@S$By zS^6KJ)Y3KxheI0xrzMLM@_PCP1rzQq7UKDH6htm!SL!0umKgDrJO1o>N!P?&uN}>? zRP^%f^NyjSX|=$Tr4MG2DYg=yf)>;{(Mpk`nkDb&w%rHiF3%jC^XGfMGMD{SnEUh|0RN6hG`i%qx zCJ|nk;C!F;?VOk1a9W`qKv2_VWswQ!VWn6tq?|Q@f;-DU6Gsek}6&*(95L=Id27e~Hv<8oP1$f60vCg6zgANgT=0REVuwr0FM3j{Xfzmpvx)Yv~FQ6w7G zU@3Cvt%Erdz~Z|72s~&0XHn_DFK!ok@!v}LZzcTg2>*L0{2#CrAT_YASwXEZhkG&i zFYhiSHX6D6Gx>-{z{Tz=>HZPhtGrr`Ei1hHW(AbLAK3eMIB>&13|YX(cg_eg`oIrZ z6Zn#|@alh(TmKusP^#9US=g5(a^pbm z{|h$lzc8^g3m=~|sp}`}sWD&~@7b6E@5L=05#O7Tng{U$pFI9+S04LdF-VxT8zo3- zK;~YlreOhU3Fu!8=4hdp-?$;p0rWzR*RXd&kv_M=gW_H5Lyz#kF0H?{AGYbde2_g` zHCrgyzWGdb|F^B8Cn&+a+P4p%sz+?q{r>F59*x$-9A6KLSAe0RVAz!xe5hFLJ3|08 zvf()FD;J8KP|DuxlKxwQSMPxOTT&pyHVePV0$?C=v7>6DMQo z-!iWH%nCU#v@NdP_N+8i(P}0lcp%WbrPF%xOP)5yk{Pi$>YRwLmXVoS8E^xtZi_(i zr2cyy3?JjeP&Ub7!Q(@nK7RffAv#$6m9ViQx0s;L^n0xw?xC<9n8RR9*Ukd^hLfNy-V_NW)il#SGJit~Y1Q?UYMZNA`qS#Yk5^wW z3K>pVka3pUWSWAB0I@yaxj;zFRv2KwBWu`=zPE@e#ZB-wDgK;?Fj+}w8wtyxf~S6b zpulpvJ)>I2ySXKP5!X%Injg*mpoq^>?@*XE#f5&a>zP+H^$1x*=dO%}+TZb>YHEy9 zAyEz;F3RaTTxSbZUM->ZP$(a+^?IXqcQREmA~2muy%vYHt|a$-aZiUcJ?3}r3n59H z1f0zG51e%(2ChzpPa?XDCQ2vnzPfhae*|DH=gYVuDxP0wc3#)|DxI9xw;XNwslXB6 z@Bq~r*e#|=h^0&RS(Y5n2joUw}ne1!Or3Q!iC*(><)Gkz@^05oplGFL=3OCCW`Q2&I5iVWPBdQetP@xd_x6x@#WS$UuGh77!wg#1 zV1lsIPw}nAU?SY%%NN*WS$@*-_29MRj_p}0UB7w+DMQ{%D%vN7AY{zlu4?J|7gb*sx|kM_xQ|5#4KboxZt9%Yr~1iS%Q7mN1#=)AiGFjdk<7f^THK?(;W^{~pz$0b zT;$WALjG*<-_$-fX-waS>do&6)+X)NflU;X7FP$MDV0tP3nI|d1W3kmw*#5votZK# zAB!|V=yoJefN&XC`?n`v@qVuP7zBvbr8y`4)7lFV??l4+Q0hGh()r@mX= z3^b=?V}09UQDNfrP+Ue*|GVpmL8{vw8!quzff{H6RdB>zaj{;R8nPwx=TJl-66i;| z!^phm79+5RrBZ#}d;uakMedK@62o9b+$fB(!G~1QW@H9OUjdzi7q?4g>FjUq2Wscg zpI8xH-K9&qbh!*SGN0jKrp8?MKdhxS=xWP7pqRe7wSSBm?_)N7CL+!cAa5b-)r)gs z`AUx;{>L>=0WX@@2@3!nNUaSNQV0HaW+Vukz&q}{2$ zKv8}<33b2tzLb2$y*v?@MIU*M{SsDox@Apo&uO>P4=u{?V;4m^_J-mE7_&^b{a4^6 z){ETZTJt>x$jWOwK_v>Sc`( z$}z*(^_wQY)wGlvL~2sZ5P`e>YC2;5NoxKJl?FbK^8K~~HN4cqR2DZo)pRwSY<6g< zy~ZG}|0US|)8kc1VPT;nIw|&zu&im0z5ANLQu-Kr19>$;$^0SfTiHzK#m8gXK!M=J zeBQ)qfbDQRF<^rH*5YF8(D$@6V7B_|&fIHf?!j2}Kl$6Ug9GPAMum)~kTVcOm%HY7 zP{Vt|y|*@YF9Mu!kzPkWoI9*Bd}{h~j6Iy2#kQq*Yiy-n+??nyFu`-QBZ~>SvJ5q$3pehHV%SH3fO@!_GVRAwqtQ6>dVG^R^X#lrbU)Yhx z9hNjV$FpZr&x3(e0ztv_;iWPs`(Lk|sf=3`5J%q*VSI?&yt{^~32U~?T&+5iPu#N3 z`HxVY-dbY)MiL@eUfO2?K#!rJXM%-oGEiY{+e6(F3V&)-U-L1MA$<)vR^gu}32xPf^G}yVRV|vy#Ivyw&fU zTBNaCvIntRT`cVP*>MYay?i&VYT}U30x{v~3;&Zp_V_lDJNLnciy!rq!%sc$4v65f zehT&n8hGS?i-{?Xu?|QVlG_ZQGN2-DHH)zL5QEg0DA>90xRXJOGaI5cNY((TU=`P; zFAau^0P!C7ytjFuwmAl1bQke~%=GGw+3<|>1IrTznytv55HZrF*{`9jML0lq>(7O? z7991pXr%4wYVSnypJvo?COZUJD<>@7+Mx(pg#_CzqQ_k9OJkpr&)k7*C)_9hw2(SURBf z`jt;xmX<&c`cthJJ%W>3QTzpHHG6G6bOnChy?;i`#cx%E5YugT1!%jzKW#G|z?!?7 zZVi(d6P0owgLWLrYHgK5G+{ep$c3jH99xYA{+iRgr{Y>G0@njtXBUdrRfcPJ>C62v zJRqBWQ<`Qgm+_|u=W_ueuGFZc7^3tH`F(`Ai+}!4N#8q9uj9$Z*^U1F?^eU zD|~n%*y38O&EU9M{`C0_TN#RhQ+F+YiJ*l3l3t`>$>)OaWdW!m%QxU2?SVP8{3EQY2Mhuj6QUclr zjJ^Tg6dOtT&&Cc#BhZa*$l3t2gy3Igto2iPZV}go)%SU#z(^Q15LdCYFV>evZ?W0W}CJ$u>&D}xV`M< zDgTjb6SAMXpxWq_#Muek$bX3OuucBF_4HyX0;_n(!5Nd^>m-pG0(2U7ShHMe9?F?Q z=t9C&vGeCCkPX?$yT;m9z9_x3JOW*Nxz#1B$aO^?2Uxl1bNZo^iTrIh1i$2ROVAVk zBb5uu>snjb5pKTijzp35SSg`!$%>xwI5Z&Qb z&}NZaHZx++7_p%#l^O;Vh)47ih#S4-4HUbXWhZqL(u5f-S&fcMG9h(>Ggnoa_~5Vj zH`YkqY0%eaZzTR=UeRnU}9-9D_*SI$Jq~uizjT}&BE3o;<}=^{1eW-IJY6}AmzZ|^;?fR5W8E=I58g)=Vp_c@bohwO zizMuK6ZfDH3IxXA?COIy13iwYg<=%}FaJ-ANum1g_N>#pssQ;7dBJ*)NC#t~D_E^n zdTMF($@3rw(5+>5tk}Ie7v&V<#^p_FeF#ttgVyosiV7^?Tu95@DFe`hQy>q#ayC02Px8a(6-u&esYYcXQ?TL@cxT^Hp!hEQ7wcfIa zwfrgB3lShyMgbd-)2)vuwv1QyoPxN>wvd2*$+BMnCT;cuAq&f*Zb$%qoPTQydkGXn zfM%l`N&g{)|BDynvcNw9C_ntgA1?k!QZDq7 z5-0;I&_ZG?Fi`{Ouv7Ix%s@Fy?ZR6Y)PryX9uzK7sQ^ImPD*tgpRv-b3|c}~ zeLGL((05)2&{}UA#%eqk;~W4m0d+6tsnxBLwhCa~z`r>obJ4Dux!%b_ISZ~R8fcTe z^T`4!tMoK>?$&?OY5ji{<<{!;wfuYMyXnvW)dsfz0_FBU?}+;!U)TVuk=p2PT%U=6DKc{8?IrkNH#FW3*1r;7AoI`AFu&9FZG$}kbPFHei7yr(LJ zZ_7Om+)lmkaiX&BTJ74=D$Uoxph&mS5d7eYVaOTwD4$NrWL&1;C`fgchcEpp2w&%U zV#_u5%2>s_mxfvJuqc0GSmhSCpyT#F+iz4sNcC35UClu6FHIF*x=^4&Yo0CYpb_b* zw=&3%O75}GaYZz#MWtmY54R!_Q1jT??m)pxXAh*P1_g9x^9JGk^qhjKtaAD1Oq1GP z*2sp#Ci|}h%hr>27Wu>R*=F)KY{%({D>L(f;55yr@cqL%_k=P#33Wz2-jT#@&&3o@ z1_}J86EXw5y9m9#uuj||y1I&Aqrc!{Ck}p2HF)Wn|Lgr~wVuI)6~_=>gXw|KoD$M7 z+K8QUY&G`l;O+}W58hG;+z+_y)$RrbX=G*yeYux~K(ynu>8Vf?!ticjGNXo>an_5T+%;e>Cp6gD#nr_j&;ilO&mexG^;uLsMbG>z`rxv7#xz$!pcWy zdT?gbCoy3?xUNF%tZn4vLx#ijVy3S%P0iBKki9V6*WrE5lrMd$)F4NPp(Om<0J*}N zKqB0?UEFz8w%;rVnL6zDx?Rlc5$}0=cXh_Sb++jjb3)UGI;y?h_Z6)w?cH@de50LS zhuHX&lY=f2;BND8<`enY>H4hSa>6OE(nu8!>9UOxxdB@b-AE@I%C}yvLqCBhFXbem z#xz0q%Rhl|%REx&e1li_f&z_c`iFK~JV8YvLW&VKPfhr}JG^Rr-bs!@a?^VCj}@@J zZvy7$SLM1n_u%7{ckPge999>Ul$Es@+6El$DC=^n#PA3pIUClwp$@Q1TRgKK3@TW| zr&*p)WF{+^jaaL#57tT`ZPAY2ZubWEF8CL6e@W{qnlNa{wRk%bv#vyei+wUn6CUcL zeqV9={^~t?rvgH-3J&PvrD9K=*nH)y`J{k}R<6)kB+ODo#ur zCMV-8YTeow>U%)qKDly``Ewxa&bJ-RP$<9w$_!?CNe9&m|uiiia z#|6??`+FVxCi_N{98P+y1;0Q~v{MRofCH^5wqDSV80U}zrIqE?uPc=m*7F;20pOWR z*Kl2-^GFev()|$p2D@uw2Ml_Ls&@kK+0@tC^c#-ChPO9yCwY=amr|*|zB4f#qV)Y_Jmd z&{Gzp7nkMVOt`ByTDBgKK#<_D0`_>+WOHMe8lkaphb7X`g{${x`xh4yCr)^FNLCvN zXyauS_hdDktSU?J4+oEl-@4a7@Al{pc#F_m9w!D_WBqpB*I;;$33uQr+Pq;*JU1x@ zIBL4^ak7$$Gbo&4nVNzP0=3=&E%Ze(_%xClfU!B&Ca)|;`^$U@GM1mr#a}>dAqgyh zSsaPo;$|c$&+RA;EU6NMC5dN=mG#I1ay$lbo#XXI?9O4Q0#lG1KJ2O*SF)%=LOu=j z925&O9!z`Qx4mdBdw1dR9vMq>e3_^z(Cg&C0I#`!bcW@6bAVTsaUenSX9EUsf+xl~ z61)O5eQ3&9a?3>jn1%W9GJV?iO<(H#&Bo*rMlAdY`kx;idl@t;Yc8wV>j@e3$Qb4M z-W}|OuE{+E^iVdRpEc>SW4z;Iq^R*HVuwZKT_~}D85K{kx03;gT+hPGUl^n(rB8|t z8(4Nkhok5MphJT-!?(2qWuYeKg1`6~4|1DjxLl%!-nVH^e ziwAfsd>95W;#5V!u(Ac#l>Z&+Q1{{FLhq?B6VL>=$nXJUgn`kES!yW!M-td&Yv7khRNIsJSmL(^l`K+B)(asYVv{h-ht=(+ zrRGy$Sj1Dfx1_ZVI-;d^K9o3=Te>zF8ggKV@X(#?VZf#KP$rU+7ZpW^Wp)&o5l_xh z&oSz59|f)!?-j=8T^ezvqzP%N;7Yrg>8|joW5%36qm6`C4ZZjL z$MisW(3)K**+uxrPHymp;($H1HnNWM|3@TZ=jl62a=Dqa8(@ci2q*|hcQ;5Yox?!7MokzcU84q! z<~!W`-S6|>%kQ`CY$yKb{NsI}_j#X}kZ0-&L^o+};^5#ADJjZn;o#tbaB!|D-@pfc zITewb0lvsv%gR1el9gq8=Imf;ZD)al!x3%v@+FxPH%I5IS1(_7_Hl9EbavNz|Nev4 zOTX?f{a@O@biMrcB_YYkX!b72EUwNsoLtSXb+)%YFdbL&c5)Lem&WoF=1?5ncKHde z>}+n=iM(2`r4<(IzsJa=uENXl0Jy5^mCE=Ym7CHVx0wv{Zme)HdEb7Ye*2XJ&gWRB z4d$0Z_hkB|4~UoynM9dM!T9rpOor?PO5*e(L^V`+9!5qmpF3ASsNUj{xbZj<`Ygsk z^J-2yhVVfc|FD4a9XkK)xZ>I5#L~jtm*y|cJHO!Eba}rvAoAr^7e~84iHc|UmzQaT zcSfY&TM#^axN+Y8g{hw6UcouZN?F6LTi37NBnu<^b^GOMyH=W|9o{P!2dkGa(+@5# zmL2i&-PG`dT9FqQ7cFNO7p*;a?ni|dnVEYEn zm0)WeJYeez@S*`;I5@a5K{(fePcq;omv!~8y?CH3+`qQ3C|@2Zqb;kX1bk|nIa^rR zyMP^_Zd9+cfJ-5*bzVSUsHuX?93Z@}%pG1^@OnTTFHgY{_W%K#5DVxlCJ%_6y$i@g z;{G2;fPn4GpZV@H{c#A?R^t8(wP#GS4$c-#!n_Z8AKsU|$;8AY?rd%e(vo}n-_wC_ z68FJSs3VAv&)waf*Ij_u!P$!Mk*KIB-$Q;retsU{2p$(td*~|<9(xz&KQHpvb>u8u z%$%(qq1F!eOqbVv_1eJ|Dslh*Wkdh_`}006JgooUlD*4+9}9RuzRNv)k9Z&Q{qNeq zsp6Nvf}UA>SlH>ySwn#C0osrh5O^s5$MOH#^ZyoqJM+c=&wTXoG5_zU{@a89r-8GoA{q`u2JC1J)^l3 zwYhnb=DE2D?`f&<7=g7O`7yX}wQuygQ(bI$3Rp24xB8xyKO>RGxq|oiHz|_$8`oi3 zgg2Pp;9ULN+Zzg|!LQ-l(pQ_X8}YI18WPXwvn3Aa@>QJC$NPf}2W?vwu!(~Xw+5&A zc4pg>Rs%`?FNG^|$a3QjNL`cao9p$b-9k5 zbDr8#6|dEI-m0w)BEyA=a6|s;MVH;4>F@ln5uhV%@3rKK{AhEP^pSBPoy?ld3OFN(J2%$+}1zOy|#1 z?5ww#QOQ%h|Jh6~u?Kn8w<<$Y|NfEhAygu)KuCTt;@v|5jVY|ab7Ts~0k{8g> zmWJEsXLWn4BGUK=TU^Nk7M1Hzv1`9iK?YT(PU&FD$CHnwH1A)}_%$c~Om67?o5Z>G z$5Xm>N1)9h&#VaZbE-bGy|(>z5feQ##^_g}n0S@`PKfc8kf zhexg9`eV`nPR&g9%zMlInX$Wz-Hn;TgOzoS>Ga~L<)f+b0gOQXnGYnAf-7NtOJn5Y zm5ZakxJS9R>C2wYFs!covvt?h3bMG!3bPlH|6i=uY4q) z91EqBa#B9NMaM}pI7&zax8K|@9 zKecdcImbQC(D4{Ih=h+FpSZh5=rhE96fIj5W zPt|0^5K6VF3u*D8nntX{H?!U*_6&aUlUl!il~`@Hyf2gP|>zT&Rci`6cr3onn zH4F5f-{I4L4nJQqM7%oVOPR09Xxyjma-VV7oA{8?G9A~Yef4Q+sR`ztPKjm*!|<>C z#Kla%+f(kn1!_{tu}eJpN!GIIUPKF6h~H%0K(yaQ{DiA13B)14SSZhYb$7Ra@Kw3y zRVrSiPpvRMLwMy1G}39FJ?Z5Ly?(7vzM##}B(H7$L~!@0O{YKZb+oA9R!|0}BU2c) z)z2tXo+{#dHQTKl+>xc1;;ZHVAPc+&h?TfTp z3ev>fr;C(RgdJE*o>zRHk@ezf*QHo{j znZ4qmvbTc3g>3#Ts_IQ`eYTguVY$f;NsY)F%rSw@FmQmLC{yDtyC58v8jkq&8lOfRJ?BgT-aDE^3HFbB!luw zg?|Jg6<^o;&*Y0+vI+~E>E5jblT8;{w`k9@!CFmX?pu>c1=Ehz2*B>M2`uwQ*YXL+ z-08v{Af9PNYaH1k8K@uS)!kZ|QiJQaDygSSGNar#_=(wr%@3pM7SJM1-JwFJJx3U- zO|gpd!8cDcGlRO8<_#Ct`bz$o|KLD+k-ot1G6MAG-y?AOU;hGm!`I$b_DHc0D24lL zFGL1*sML1(v%f$6KQhi>nm5PFk<2p0c zLsMK0x|h3H`noBioEvb1zAmdLe)B~hPoLVwvwR>|@fzc@a(N3)`XsHM)?|Lr$B`1o zl5k{gf2<>{*Dk$G)RmYie8CO6Hg|??Pm*pYIO-Jlu|Zs4cr@SM)5GT)N1;Nc)aapf8>PTz&)O=DaaFss_Ey4`WY^*QTPJwyUi zD}&kJchQZmmW}-nS0@`{drd#R@ICy+-jteQwFQUq+i!3r3pxdWNnRr6ShYS$`y$?! zqTEldu_v$5dd_Pj)<1P=NBAvGj z243sh0f#&JUkUf^2s10R4NW#jWaio;Fs5O+l7b|NCR0D_vFguA1c_CDT0EBBha;Ru zIBM0h_`T#$+d;W7FKg)naP&8RuMtQ6I{QHA>V&M9+xmm8TMSGyK20VG6-LyK_v@ru zPuFazg)Gyc;F+gv8Yvt~WKzr(r&~gzkj-DSn~ZffKDHRebsVrY$!!H>gBJAivS~< zw;7_gwQ)S;9$x7K>YuLs-z)pGOMkJ=k}ZtT;n34c5&lU2G30aKr**e78kJvHu?!Q? z;E+ro-qwqq!gS|3^kZ09+x6H2m8B1>a>4fNibUA?N{cQIhl3S6hPU$*!BOC)Y(vHu zwgJN2-~k8*oP`223`oK2eWEEvavda+bK^r@In!l!&WNXM zQI%UO)`(L&nvKDn^=Xgn0D>2HKF#!`Fa`N)By(hJ2x~iy-Lm65qtQ!n(+&Np$su-| zJ~4rUFd0WtHN^H9QR3^F>M_bd7b=w^Y|X9vKrd$QN2v0<-9_`Q>6Qa9eR34Df}2wO zgM0$$85e6PRjjG+S>OKi=))y{x5GjAympsSi}l)>#oc%=t?VbFE@c`@Ya>N0z5#f< zCF3)C4Hj3mj!|~>Atap6ES}lE#!3kr=WS(X3XxIm;WUa78{>VrP}sQD)2zqXEUT%O z8LwfsKs!Wf5sNT!B@OprRyW|m@^nJx+}vT$cy&Hy*$Fbs59KNG=vSF1Y+ca8fEBkt z_5_QpeD&RZOn%F|5D#hZ02wq3TnlcpfMT#6dfw^69w*J7n4qI3w|2?;^%`#d%6fv( zcfCJb;0|zOsyW-$GL00LLg{m#T4gnmVV>i?kXHq24T(UH^?|oX+B76$Y}Vl*|XU50!TUJDP z;B9&Gpo1->UU`!D^T1o`JFe(7^sBR5-8u^J$%j&Ysia)iePP9-NvoZ=c~bq(e|(q|Fk7`NXSXK-;(r|Vz`_|ryR)!V=Xa&G#Z9+)1+MG^-g6UUg zl5vJ?vzi=!_5yMeDJ~PznSN>G)GJLViCMJ`Tg%++DkKWi0$+*x2An2TdAc(1#ZN(J zJ-%!oU8UASZE5zs4>uZMOYCbR9xr0;-|43{*i9m(FsQz5Dz5<5;Y(7Jyg1M!@BL}z z;=1?Ia7>-uDFT6DHAr*&x%i>TeC(LV?KpJmZZD&4-DWhlH!cNoJ+g6PO>~hh>A{m~ z{jI>%3!+phr@6NT(sIJg%vTvwssq+^OX`D0*_G1T_Hn$weZWJ!{IW}d^^G-Q@-x90 zV%j7JXa_z>t{|6r#8~{MPp@eey_WZEa&QoMaBth;!j+~g%@bo0OzrBlvP~-1w-Dj^ z#(jWrF0D-h{UL&TP_DH9V~lZ=dl>xJcg}{39^D+`R$BOp$pgJ&4k})gIHb2*ER9em z75W079LIBf{?(*jQ@U46jZEFqTChE#`Oyr=T~qYvSxdaVaZ~3Tf7v{zDk@f$rQY^k z9?V$mq)B)S{Z=VqU(Kyz4Ru&XCe7Qy)jOaR%if`W|NGvzb=8DmAiLE`&^ZO{eJU6gj*+eLd?T zFP=rp0G@HJ-I4M18m6`_guEl-F+zF@k=v1{82v26MJCTjbxYm!2 zNi5Qf=piu?dz+|waD1v2Ns(bmu};x5gJU9Uo)hA8vjV)0I%ct_#AtS;T7Q&pph7Aq zuQ#jJfj0qvpt#drku_SqwZu*{#<#RYnfK7_y@`FfO^PXP1a{$ojf)*>7(&UFHASZJ zJAgyjLgs(Kx9oz|uc<0HMKn1CUp!y=7{OP&!7me5#h;~5;n|+cyL>3scjH#!sq4yH z;}P-uDIS6!bGno=8Tr+^Q#pBJO(7h#y(>`&m8(zb@LVSY?NzJ`LV%u`#AggBQNfNz z%K`2XOg?~L*ILzLG6m8qROcD5cZ&5qX~)s82Y;@%8UHqJ=Mn(seaE&`Hx8m-_(TAO z`qq@#dMi?Du@K*QQS;Ct6*1%MO-TgxIqkY5Aa9wi6sq5@PC6K@(HH4Bgh$`qC_yLI z;brSSUWsMMNk2=|=!1|A`Qjl>3e^WRV3>{%tHXBE7Vndn9{DVQPo@kF2`O&f70MfS zWYNr#)_u2U5LBSC$*!0o-T(z7+t1Hj#uNm!g#_Oe%iMI3cL|bv}rSf&F54vMgJ&_pvtyyEe=j+pPN)^gA4W;qTqL>+^=q{=y~E z6XTDaq&9%Ww1q5eN9P`h6kk{ECxYpPsjE0e3`f(=v#Zz0M1>{t_Nc}3$@rakjpB*y zX=C2vEnKZ%$1rYsW^`>!H?aBC?dH_c#~(@G0_MPpj_QlxbnnDMGGV zoJpKDYC02(v8=*Z)=tA)QJkC>&KC6!eghPsAM&_Lo^@v>k?|<<6mu& z5IAAQ^`!We;g{pP6bE%%pq6|7o}Y$AzSk$7SqcWL^9?e+TUtKc6x$+DpNiZu8Y8`* zubl9SSpg~+T{OYA5PsxCvkuMcv}|k3kyq&jmtpw5H^q_QkSLR$tm8cG z5kW_%*;yGxUhby+3AVe3uj|5Ob>XNBtv+tQ`(;I_+@vft`P{W9UT1W?d>8>ej#Z!Uf)o&I{zeIUq~Q7B zgMuQHIWh+fID#Wixg@4(?1HQqMZWLyjW32vrC3wWT$sXlwrP zys=eOaoWqf{)op+xGNKRBGs5`QN-?)GbL603Oq>j z4J?sK*xd2-UNX>ca;;NS234x5>FuW+YMZK{hMJESel~>h*TNvQd5-8=vsco?#g$&t z-mzTs=jJKVYJrxm(~~SW`iwlq9c{3i z?=sj7hqU|yV9^S+}SuTts*?JqPK44{fMj&bOR=JwpbpkRG_rEj&C zkErZU_R!p$o+414;0QJj&E}6~2CcSFI&Uua%(xc=6ZDJ;BKz#@nV-9ggmC>qBXW!T z;uKSH5Ke2srSsXLdG%nTWUizP#Q(%a%E!`VtJt9kQAD1CD<8Jxd86ynLw@cXsaejf z;K9XjVNP#?Rt-N)bMrbGIq7eB-tVSnREjj7`4S_pueFLgQETcNR>3sYQyC_*e;m*D zJ!>4AWRap5^(xh=(C<*!qj|JJpIZ3i%mZsNAbf3N$tmJf3d5s|@G*p{*VH*OzX>X$ z9VOVR+C$lAmz853_IxPEf|k?HIU1b7%u{0{X@$#l{4^oa5cYN zjS$9#96ZdMVh24$TdunLZThZknTR;27%|;i8=_xRC}Ev&UuE9 zyT?mv9c8iS>vfm4v>-)LZzd)8%1vxe5Y6LV?vzgKw|8NdOPaH!3XLe*}A(cJ=iuc=v1Hkgu%#ghSebZkTP+3JWuLb|)n0iM7(T z(>%WQTeo+xOJ~jRjJsIkk$5OxO{se_Q!s~i{Z70Z=c`>7u{I7Q3dGQ?A2qdnhhKpL z{@2{B`&B&9>1NE(z26+#ALi(Ox%6z;Bq`EAgZW>X3C0^FE8Br#id4TDu0K;7Oww

Q7&v zpyYba-4)Fo9LK5MUi*D~d)z9sE7R|M)h8a0fK0JSD?iVu!MWUZlMq>9npmV=*uB+y z!5c!x8grB4f#PVf?v%SHxJT-AJFxj+!gjay;!MK;0GosT^Chn}w9$Ui_vQ1n@|EGY z3F`Kz8eL;sFU}1u`_nkRcsPGcI$S<2u_;rG=MDJDwgv{8CWCu*XTGB@JRG1xj9R>O z1rJGCmG2~rIAn|z>vH{!@Ht*B%#m6jD|10N`Ca%HnYO}D_mQSrr7s?he|i;Yn|ksM zAk6dBQia`g7doRC`_skTMAg$C^P6{)crM24ZMc`&E_TNs{L;rF+-yB}eo$HLE_At# zAI*=I847>;?1`}qA!QDltap;#oNnP_^x5{Wc9@wSM`y#zjhmj^Aj^3IuM;Pjw0KEW zV-AadJ_@JgNm&_)=hE9KACSPNaT`=Cj);nP1CMJPr~ve5!yS%iU!Et6dpe7{Z>A9` z0|^OEadlbxe{{mv8+b=?g~V-j7v4YJDio0GkrkIbxzxw`G<3$vWWA@h{dDu_;1UsFV zda3o{J`F4?398VkxgTM;^u@~{zw_qP!}&WAj%I7TN&)DYrQ+RG2RLcV zQ#?^47Vf{#VPfMiR$22CHS7GobAr^MwLt0c$G&rMd(@A$D7j52z%7^`NTqS^}MqymYvlU?laWl z?T$d)O%|}KC2j`gFbT>>j&ibrbmdhp&d;{Qj0%wp-SIsUatPrycWllTa-NO|`q-XC zK2%mnE!V4WZx8&XG&016U*w#ufP+tuFe<=YN3Rgl!-k5q*_#}GgirW`^^3TK1(h6g*k& zq%AY7h*!@E9ZrE!?;JqX3Bs)pCeED>&1o` zZ?NO9Fg`d5eNhhaT|v$qbRpZZ>R~4+v@M!h!S1CJChuc5evIV#p&9C_Da5^h6|IeG zH18s7;G27H68=aPG-c<@# zAyjVYOFpR!KtJCzQS6{hanQX?#`z43zZRegV$|fouhPw zJ99s(t`JFdcKK%$FQk0bVLadesuK&dA(1P52Yz_J8Kb$fLUx93jp%mlcAtS+;c|6E zGS&^-3a-p8+;KWU;Dq2C2;RsUe!0|}%#2wcs3Sf(#;G7iX8P=gG@tJFxGlVwoVDHl zwVdf!s|)sX)d?KS_9rH?1kaiSzOWK@;8(k~wWLy-Ocge#kelT3zEn&J|V!9C^Uo=WE%EfmAKc3~Cb5EDYvoOH|h{FMi_swnN-UmD9z$-%L~Q*u61c1rc){ z35@vWvDJc=3uMe-RY~C9EmDf|I^2HcIUg=!=LZFSh-e-R_J+OBd}J0R@m#@Y1-H%$ zu}Wzms8k}EwEn$u`6I5HTk#@*aB4C^H@|WAk1!I&fDvZ&0v*qgVmx0&hK>SYw#fA&iszgC)Uan07@=A$9{>At*08P!j1wSb-ue@@*&ml)XP&At-g;s8h z+SP^6OD*SV_ybV4Y@iv<>}4wQQ-j^)`pe&fflGupoACxI-OziP;Om@O$A{wK?>wZMSD>^q}hof|K>O&goYuWNhsSi1T zYQ^u&l{RfKnt3`@lEXHFkcWoEi4T-7uW%oX(7XrCb@@odP=kxrNf9$>kBB8Dc3vio zJkK#e2EOLfJ82rf?g2X6aV;$;RzvOg@qy%@V&1QSZ(*5&Peh?QK@m?82mw&akFJ*N zlgH@MBCc#6uhNKSr|IK4y3BjB_^BQ8vB@@$eMeoXA{AAHng4Jo*(CKMKKJij_uOne z8!(Pxb5#~Q{^pYEtMU4&Go7UK$a%u?mziL>jt~|_5{G4Eefu1uIYrwbP>9+k0i4G~ypk zS{jKw1R)b6Y!f4^L@6py6t062TL#dDH%qyLEb*XsvNQEL!{UNR1(M>nZ{!LES32Kq zjJMROkh|NQhlNq`O=wc4u*>@OR8)Xn`9SZU3>4;GqvU?^QkDFtURUE*?y!7yIOv_+ zz_RM-V6Z1oihyjP0r;Vui#d3A;1ebNS(Y|mnhzUI5<;Zo@IgxA69p}>qs&ZbPQ}5f zwa^56AI}^f*oU4m12Fm7GPlypbB3Qn--g0Pe{k9qz(&$&K=djVVelQx)uDXh$gs`A z5GA1(+01VyRRZyeHui^+*KO6Q)EtXpNFxTXGNHp9Y?M0n5Tlyodh^=P7KQ}UzYDMe zD7UFs?n+wboOxeXRpra~ft~TwqN_p+Aydt+=gMQ#^ zJso1>8l9xvUq`y53uH)$9yITEbCtXH2e|MqH(`n(t`h(U4}#wOpg!PuRl>`}0RW7R zuE*gKYzR6^nj1qnQEV$C%^dL16VE`KCWb9|Ma40+WmtoLCx%(!_6a3rU(-;IJRxoU zAWZNu8$CiQoRasvaA#$ItZwyVA$}aR32vc)`+9SEOq`kKp*EvhQ1O*~z=emg369Pt zvb`{FaLzB&Mv5T~22^DJuA#fpAk7kMv@>n1`^48MOTr;3ni$dd-Nf;Si`2jtJOa5& z8{I4Wne8D_@d`>;aOY!eg{*=zIEvXKZ9#^fvH)^y=m!f7w(7rDrivTysuUfnA1uWqpI5_~NMvYA9;8-qNyKXS)odOEB zuNg=TdeV;M@^^g@YwuowBf1Zc>P1QXvO{V<@uE*NV(s^8$*flIdpBom5MIUiPkR8r z<`c294eLBJd_uM`m@AIOocj9pU9lBsWP_m#uY?aa8~@OgxTjx1ybEUl*R2lJFfQDGkM_UBUQ!WVO>EUS{uS$g;~;?!g*|-U{pugK5cv9Ko`h*| z=kbUr``@nza24Wru3V)jeiyI&kM#?97bk!x@Ss~uBmY-h458BX%_axg)xBjycV%y* z99W0jqZ|xbT~Xie|EmQiM~&Gc8pO`Pks;QgpX}fJXYY|LNp}DNE*GF(jAv6z=>(!d zDMo*8Xm4E@=!YiW@FjW?uuYRr;QJ={I|P zwwtK#`hhvwYVGMw7C?i}^8Ow}{?SK~%1pif5dd;l3c5v|_u}(wtvp3iJ#Uxgeu#og zo_e~$+GxqL!N9*M7pCn`*S@8F5HxH5FjQtJ(iP8@*cQn+GujUT^3IQ%x#j>P5W}v) zfb^pL7srC*AIw9tL`qNG^lIccsoP()(c9;5q!qwFelq^6(=%T9Kh!W5b=yd?8?Tff zE7fPdBoihZTsqwNfg3*%0E~|F-ioGDGXEku%9AGOuS@>#$b}WUW+f4hg1->v+2 zj&9dqdqTJJv)Vd#q|8uHJyVi?O*m83rJVu5qV3NZX%ldL&lmNq5yfS3+{Px#NtrY? z>)q7@1;OjzoA61Wmzj_!EGhL(?B~6VCOarJPrf-+F3Wz@r;2-XK&wO@wt94&nqBUE z;U73u=_)1)DX0FMLK7Gp|3Wn;xl6$nuOblBEdm4nYBQ4o1sGIBBZK9U+mzQTpcHG1 zpipU#V7OOh>GPm3ML2;|TPi;A`o--!ZAQT>{@Ce@hpPKi{JE?&BNbd>l)ce)CkF}Z zBKDmn75h=ZYzi)tbhs{LJEUkc=FyL08@u;+gTORfclBO3;*tI2W5gsKu|ajjXR{7v zz}zraKd9)KY4O&ROna>4Y(Buo*es=0X4WO31vgV;SDsi3I*AiaM zv8tmm1-0tp^{F~~DW@S=qI3^@&1r@c&|Abv8iP*Axhz#Z%e*zltK2K@a2j>i7(Uzg zu*aO9YjqrydreY_V_j-jz0P)Yedr5MyfHhv#OwdG3m!>Vu^GE9X^WTvsYHOF=<(ia zS+=nK`8=FaYI;l*Ad^1nlC)_yxo>^`8gPJ~s1Km)-&Bv1RqzHBPl_q6KMj=Q9#|Dt z+0DRZO$3L9LK8TcUDriow&27`uU+Qa2v(;tM4a02$~Yk@Z7Cu!=6HW589_(BFj5pd zR10ILKJ94Z{VB|Vq7RJ9 z8+M*%c-Yx|WLYv&ei8uj9x!p}1{Aj&@J4aZZo#HfSOy3!fLi|cLwTZzvm@f#NRilz zFCgHvIuQlrdk1%yiA`ak*8$H#tcrzOIz=Wb(`&;6qHi_+$?GztN=Nxeh)jFPo*%FC zHJFnbHYPeRc6SYC%d!Ho^=1h!PoY3A#UA9+&=FOetPg=|Hn(}bvFIw@B|y?;HF_zp zBF$}AJOXMXIYOPsYrdN2_)idHMTJ_mO$k}6xGJRNh zOzn8*XD*~~CvkF#x-3P#mJd}7I3!qDRHyF+M;|*cZRlt2d)W38#m>tX?wlSW)u}-~ zd3j3d2D=OWtR+aFduHw7iHW9b99#*!F&;Z}O0DOCb`*)crnUa>a^!FJtZ05$3qTSL z<=Yakj+d1*3wXTo!JxhL;m-L}*xqE9a_c7(%c}yG%InYhQlfdclD~8j9D#?-n`Tn@ z;BmxKDJV{-xCy=k;eQ zEC-0=MY!9Ka9X_tUgHO!Rd0V#j(?zp$dTVdDd?$Yi0gMJ@NfZqOFY18H9lp1EaqK; z8mAl^=t;z#D1i_bkNA`~0;03A&B~XE*9~^Z`hXNk)N?Hku<^=JgRY9!b4!M4+J@q; zq(_0O!k&^)FQw53@r&b7YgU83mGUAsnNf_DT+B@JOlV`tkpVas?@bkOwDv(W$ z)S0h31H^ZeC%uC*LX-Sb1?3+&6Hm()8JwWnUJ0mx+!~%`2RM)8Np&aB*Z3TdFIPIu z_%>}EDO44xhIM`I)mpRev|T|a5j%*C%XA9rp#?WIO&5k{VWx z7$Pbgv{$>?vh+&IA!E{Q9K~3q`tUm^d+!Q9x@VW-3iCZE%>UGrRcWp*=j+{c-pZrp z%)XU(W|jt>t|#3_%P+74S%5_u&<7IBJSjraV`xx{-mFPt-bHxc;3|J~@12ArLP}7R z@_w;ybB2h_>7lSxP?gzL@~j3(xrQU_t8aMDnAWoh1_?I#(8(UcIbS=)<2?U+H~)zX zG(s;I(^~@aX>36}p#N4n+Fe8s0Aw@lAQu?wp--=5k9Im3j5W zET7EiJUp|i6rz;Co!o5Ok197~KbrioIXD|U7JFab`9zq~Y9{!oNQStjU|RVZ3`7#) z@M*`*{$Hk?gwmhM1-h~qJK33_j?AUO6|tnAL`;NWO2GJQ6Uq)RG#7{PSHxqbL#(jk#2xWt6 zJLY$4)5Oa)&Dm(}FXM;*1iAhl>?BGiZDtF8-A6M2mTCRj&Md#*LU~;-#avY4Eh*j}idjsu;ecL1GQC1Yc5bT-pRlliK|A2u0j$}9Z6%-z)&wtjP z=V4cP79K*2J%9Q18S#ZdqE(bE(z8SX8C(E%WQHpVAAeMKJi8SsDNzh}Wca&#@_)}o zVwaT*AT~Bqs{%&~XA?D=@^~%kf3CY5avuIKap|px@<`9J|B2TC;G)qe9o40nxz|1{ z`S%7c@AixF8|mOC{GR{9yZ_^yZ5={9G1tYSP5N+!KhWhY=bd_|`GPcY*z-$?x?Z`7 z_f2o<*uSQmf7Z3Rwoq237?v280hX8*MDDc~7mhlzl^d*goBqt2Za=(MZrXa!Z*zjH zNIO63>XEZjTxT?6mu)+vW#&iPzwq<+oqFfR;xq|Ane&MjjY_L7jz_QMu#>F4GX&7L z$q~4Jws^zOzm@pRHjvI*H7oFc)aGG{G$3@8^SjL49dBipCJzT2>YafGKSRfz$Lkzg z3Av)F$zp|6C^@z2qo`@feG&JO1kK!ZK$X=kdXUlDSQ)cWM#-i{WR@PR$-d>%@(<;D z>vg5FyAO(0QC!~QY!TICzh61#1C;OzSHCsQmA_E?VVQKOxzgg6U&LG6i&N0x4&VbU z&VshMUjU*qyFA5KbHz;cpj$LdfN#8|r|J-Yc7UQBKkca?6H`wkxd!q&@X~f(>bwW& z*DFV1txmD0a5VAJj}e)y@2L;hFT;`xvU=B(+Vt`{)0P~OzeenhyMJdibIAD#yLg!C zbr9Xh@|BfC$bJ~FzqpJeNVXlW5cO;S6&3lvXCfJ2U?$umyLXlTw!vK6 zfMO3-YEM^e;Q}VP%DjKlbJw{r;u615i`slRJsh?SF+bNUdhIEu%L2sWIm4!GFn-Y=mZAiCdKp9qlG#iL-R>*a`S;{7@M};YwMBOYh4)$MC%r@6KS z$(EV8SAe~VeM*#Xj2heZX#v!_cszS)AOq%C0eC|fXi1<%%;qwNaGq}`BLASzEOmYu zJ8XB7{MhNWSdQ8H7HXkohuj>S(LyHWEACltpnK`I#V8ckd7m-0(uukCRy&jcC`%bA z5o7o4jY|Y@ZYQ8n$kQ9x^uNmKul|kdpGzpi*?*fjUHlr8MNdL)*<_7(U3&je?lSG} zqTY;R%ksM7Fk84eA|`(qkb*6?b;a_7JDbQvOpI0$xg|=s6Sa7a;oKJt5)aZ%R__Pj zW=yz^o>1J$kzcS9s96Z=imT|j#V9(#q8q}~&^MBl%I28u9}mbfP%arDn1N*~P7gp+ zscz@`r-{2N10Yx9wOr(@tJIzwlAxM`=Y2E>?7)Joy!ay1;D%12lkieC@m3N&2g)I z->GH!;8E2S@zIFpm6?jVkP@z=A)S5>K|PQC(Ibn_$h|ZZAP~Q*{Msu?a`tjVm)0NVvT}u z8kffq_3o{lr%bVzP`mOwA3kep{_$b$r`6LmFePf!*z~g84FGWzXyNleruc7fUl_05 zH_tLdZb}>&SU$WGJl~=5bMd>vc|5|by`kKxGEa#`yZu9ssBi+0DJQ*&m;6x5Dr@f3 zTLR2n5ff+7rn(%N*sRbKT2mmvw|5^cdc>)XclJPrC>qjXgixC9SJk{hUHU-U8aZU%n{^{MW_>sML^p7BCSMOXX8r~2p)oO@g z5xPReW1*bL@9=unA#v*BuHY<0Kq9}4`$hE&$y7<%0+_Hde-bI90dy^t910{>wuA9s zRM)dJ?dz(AE?kizg<06&6F6P~T;XnAaz+lbj^HnAM|lOes9D~}thN7;x`_8(CA~lR z$hKcRc3_TL%xfMyS$pYtPKd^3)rnH7 zaJczE!YGTlge@*J@Mhshmy5MIg=n}B&a=^8liYIOmyFv5qFX#L=dyiKk z)0H_P3PK^)BOF+lr^j2mqQ~|x3*{n7Wee0&?bne$^s>RXDu-ecnm=fL|o*ssZuLIdD0B)30dm7 zp~R_Mn?wKgk$1b5^Eitvpt9+Q1se-HxP?%2CCCxX!M+_+CcgL_INj0mI=vPMhAA-J zsFQ(ZIOCrfAyRKPII~W!n^X(_yWlf}Nr4~AH> zH$$GJGqi`Ep#H7hUI(*1P2nGO*L$X`K#?H-uqe3_pxyEH(p? z?NtD^&OoVb%X#I(t7_(t(FMfwJ|jnmc;{zW(+0bz3zl7JM>|3R0+(}KBU^f*@Kc|L zYpg(?hE-v?_-K08&L7@Yqx211M}LxN>OiKc--(*Z`k3)jf9gf&@h7KYVy$L5PW?}g z2xhV6To8g3b5MQECm8oV7}w;=1xLSOfswpt1EwT$PA6NkLyxWNcy+iiP(rd;IniVUWDK zR+%I>rb5Z{=?wXHVyX!n2dI>kYD@LejokVSXAVJC$-+YRlbvuh_cxOy#|@9vF&?#m z-CMt2m>ud09j3cmOeP`NoV;IW#!ol6C^TX{rr`s zW|(57j(+-Lg%^*MwusTPKxvTlU;hgLKm_*#fH8UR7{AJVIa<n)?CF|IPB%eIEk&bB9)N^TcIDqI`<1cU3$n#)|)Zma<%%bq~VvbgVt$1`0Ngi+&I zu0KPJ3y`NAG*kdJ%jr|7W%!02cAt6#E(1|X=FeY=Ofc_?nZVocpLt}uylb>o;%mAd zxYmjvy0=wY(OQ?WymUEtNl33HHIk85fM8EAvCjMLtKQhn_@MAqx;%&thg4!+PEuebL~wXl1nWM*(oyU1DSXbI)2 zE>u1su;hyVp&VD+zztm-vgpY-U#&byD(Exl{2F-O_+;%{nPD9Od*+Q#sv$@~haokn zzSNT~8=UX+qkDI?a5x|QIVMKHU2+vw(Yo?IHvteOsE7#Uu$rDfiD`XFN-gY@w<4RP zeloavL!DZ}GOflDZp-*Ur}Xv7a_R6u)`Wz^`Belb>n7wzF{5@N>_N-PUX_&Shs6}W zv7k;ZR5m*ErHMer55v^G#uaGrq$eRT=HA|KgkXN(g8d7c?NA57Exeb-!LIKX435`g zP39BICf<9dX6~(?)C$^6szTGP#y`(%2pC%gd|(j0|4f~H*?`xia>QiVXvqLRy{^{a zi76<1vL%teq?JG6qV-YHNxu@BEHt>v=LISBll+d+IcPdiTSvflsW`ZeoA#rstOmv* zUPNB-^Ps(zaTVuTY1UnL8CfbM^rSz3Ebn(6X)eGK6huxpvHFc6VWpj zLl)gVOMR)vR+3&DNl>qbss$lz)$}mA)XlrPLj@3T>c`;swo=A}t#$npWMEv=OD6fo zed#Rb03&c?$R7~?P16@Ft%y?Ua~_NC1*II~XY=Ph@ma+ETeoR>ryAX&_h)=9OdF<$ z#W`#clZ408y7|r))B;|4L@doeD{BC$q48L`K4(Sqq!Q?&B8(1mSO%B$$b9T;v?sI) zL`yZq8GNoAOth_r?5=Ag33nMP9Hcz99gfg-Jp4XCpCt<~k{>~OD3dJ%s59i(Pf!~t zKPGDUo#ya>0*%z(G*J~{yTks?V&eKsqIUR}WnU66*YnaifIU=_6qu7|j7zTsBVHdZ zE}JfV@egzZG$|#lhP9>sPfPKTn=^hF#_g9R3z5wJ{Ll{-VU2D;&}rVbo$dCY_P#PI zsxAyy2?L}Bq>+#Y=`KZ5K)OMt8|g+ANhJlOrJJE^2oaQK=%EJ$q{ATwhPr2rFZA9Y zcdfhbT6f*gAFPAyv(Mi9ynDa(yw71(lxMFA%vVjTJ#3k(e!9%6SM?QJPbi@5Y-mkU zq;ci+*u{CAFBaqANgs4 z(rt<-ONPBbgtzOR8ohbnJ2in&UdwGUgZw!kY!dcZX>_ELtqZK>*urt7lmDx?YGN{f zdR*K6xdU=tuVN1qA1>wdC3-R*&uF{JMxZ3bds5_poSo0h6v%ckx~%lYo*u)eybt_w ztgjcZf$xV*w;H6hz-V7y#d!-vLZ>uZ#_~a@$15g0Js2+}-rb!uta?uS*5ULcM!T!) zsMyFjF4a^Di*+_o5b3Ah;LMn0Ka+ZCfM&X`*L%<7{b!fUBlh>ENDom;=2QXjjwOwh zkw0u;scV?~Pbz}Fq}YKn56x2b2ku)l_ED*l0hvn!@k#(Z#FWSmNHypKRl;%c^-sIfz1a}74iZE`fHUTAbTKdWcl82rgatFF7pK@;Qk04N;@T9cUZNG1Txl& zJ@MG`BwlO7j4b-qp1%-X=S4YQ!_CfsPvKfsUEg!f%#L&6t&Ea>T05XsH_-fM{ zz5-zaz_^J()(k_WG_qi5_@IU}a2y=qg-B~tFMoXbB-*&eQ15sfyknF?k$fq9e7fSk zXoL9+0w4(!-{b|C&rcNT;oyav!p_ml{M;788_LM5*Poz0euYgOJ5^(wY&zX52=m>* z3ODObQ1*7+VLg5ro$Ut(WK-AzEnq?I1<%-r$SV!|ayvWDc_8xo;m4mNIFhGpZBl0P z5v#Dt+b^#w0^a4r3{hQ^=8%oCV%x+OE?uh>ai2p&1Iy2^RV}C!cgu5e0XL3TD6pVy z>x27Gj}GPMs#xtxM@TF^2&YuAco##UQfLHDumxX{O3k8|e%cwy5kbQ7OndTbPmV%d zeTxq#VAiMxw}{HfMpD}6Q;6v_C-=h$1RXv&R;QimB&%KTO#nrsTZFboPB9ydBc?fK zT!4aLXokjrM<+-^lT*J*CY+d! zb>(4nj`}Ao6^+e&kh`d;m+eaj>>`?O03w5l{&7V8rJ7_40V^oUnp~vl9=ZlO23Aqf z*Hh_(Zm6*P&Ln+?zeV0HVivlcCegm_TE9+QAA5&n+6QOe2b+z|G1>J+gG1PJXolSV z*JyFFI>M=Xw~G-V5*+vX#CAEfxu7_Kt!AI`?$QN27ntNiz=4&|$7~F9C z^7eW3Rzp{PsffSm6(tc+h&V4+C-rX9T{_0@RT!VAaOkmd%gz& zXTvqB$|h&rmwVB4?u|Eu(Qe+W<6QGVZp&&Q z#@Mlm5hAwtTC?EMT+JIyloZop-F0K6Gj>D1{-MS20)hPa)G4uuxs;sODG*+Qw}o5| z;}XX!eALq9w@dy+)^fGnN7+imV$;W+JYuC~009K+yV2rErT1uW3Xb3tipR-6{d`00 zlQfMJ|4xVs{~!xiGKjwVfn4ZYE)x~mNNQ6#9IF$+5_Xh(W@Q8@nwSj#DRz-p5Atyt z__Ntudp@zp*=f~zeJ>_?H@HtP#^EN?{#jXaf)an(mEpD5eYw}ShPL=fs21S8pw^ym zi$F5txpmo{kbOXKSrW+f@INh~O@bXWtcKMPS^gAMU z&WJwvNm5x4W%`MFeQKJdR~n~0#K9kEN$*@M7LZIn3RJ$5+}k9aWB95kOXH^N+Yp~; zkx)0we)QBxEapcA1vdp8Azjh8Us}Nx5%7Cw-j${&xZtx-qy|brsV903)X&7Rci=b} zD5fM#fjMlX=vDh61(Jj;ir$d)Z$hbB8L2>1aMHc=P8x=*64YcP#5 zSM53H(>O4z+UmoWE%)Z`3@l~%;yYh!m`8?y=>F%C3i%!w1 z>CT&$EG?6MGD-haDLjo9^1N1~@uur4gCC&&1IS{FpjRYRnDeEpp;3EZPazD7OZF}W z<7-X<{owgylITZTaM(aw&2-g3`96IUJ0!)BJ{i$={Zz;v?D;Kg^%}Mb-eFssWW9tn z=k?~YmUWM*h4Tg=i&$uwo9ufwroTt>_U)krR=+DVqOpl%L;O9W+VX{_<4Lf&k?z9- ztxoUMI%{>Cfe;U*B}Z; z;vYbTc}X;6^!nE2J{`P+HetR`I?vk+@6$N9(|2VaJcy#6Jr{D5?6P#)IxG=oKfA`I zWCDfUY2LRhm`2PG&=_VkiN6PH(QIa^EMD8mLVRdvf5JU>=`F~1sdo^H6!$^&K)>4a zuqAT&y_?N(0Azo@kl>n_@ou5D0L}xH7xg1-OnO;4xbbnDp=ffu338wLBvYeWo8924 ziTDXKq_+WOe=})4C!kVYkIyvv70Z^wAQ)7me1+v5P-=s5+w;A{dW!ab$amulpY}s2 z?l#8H-v5r+?NR`6D1R50wQIk}4gfIJJoVoVe_gc_&<-vLCdNko9vFHKRAp`d8vd`= zK>Yi^2Ygp7KYskTL_Z|tKPmdPX92nRZ=?M@^Zq+3{yQrE(ty8I$p7V|;wa+7EZE~L zmu(;YmomGiKL6wt93mwby<~?nk^q%GgoR=Ua)34LS*i9+{t#b4C3iA7b)JIdF3yP3 zUrEV%+NhKM(5iUM(X{?z!tSR_=;I$3er^2^Be$JK{};_U?OBE4JKVx{{s6}+2cD_W z3c5f{`(J2*t0br-Kc%p@VI;NaZ6H;@%dXa5#j}3z$MOYUB?={=Z(Qn0f1r{s!DiqO zyNv=Ilw%2hx3*D@JkkCF98l`-jMqPp8Xgk|%&mHJNc0^oIPe zIfgQR7>y5gYhL5{-D2?Pkb2(^;^IpC9ZyU9^g8}(s4g^R?l)*S?K~7!GmeB03;%AJ z&?TV4sy+ChT1xYNIcRfSlR# zXi}9kd{nQ&`JgCKT=y055Hat-iHfHR!wg{z-MnE8-uqTjEtgXXfS#^p0+N7#uY%%- zyhYucM;=hXJ59ih%0)M0xjfv%NH~gQ!f&prr6#+etWpU~6n+KBkH(sIs&>^%dMKn* z>M_c`UX?&tq63}m3ISOQxX=MjTLWTynyJoV)*Hjpn@9E8>fnw&pNS*{o zCxflA+-Fs>0&a>Y6dErmjiXV6jWU$FFv!Uk8qQN-OzI2B-fz`HaaztR5btgfP$?yH zBm($-gA@4}dZqB2-MQ+o;IRP7niH5BAoPu?yLzLx_1Ojtq*|~Jq13Cehem%LZC>8|3bD38UaCz|Fv%j?_!62q-`%h9QTBJ!%U#wWoh;KWxEiCqAGd{(C+ zf$c39lTN?be!t`e-E{340l+0M|bBpROEx{ZQWgaD&MU zzEqpd>Wb`w#}{v|#+oU_O}QT-P1`+S(;)!G{;#4NLEcL(7~ zR)!pIpVU&-R6d@w3$x2xwHkW-v1}Hc`>g#+nVb8|L`l9-9*Y^D%C!(00MI%u@DA<` zad6jsrP6=Axkr|jeP1PAh()i`EMeQCNcqrCZ#i2bZn>AMH38tok}pdYMnMeVn^o4$ zska};lUp~qFwF~I5=rY44;zck?KN-9`V=d$bukSl5@PE-3|xdJCFQ88O_5@4H7h0* zuxB!WJqvRlFd7Hl>tYMiK8d~eHaCl|Qa0<}a1RZ~=yV>rb#|V`*Hh3&x|fQj3hzp4 zp_=8u@oWY}sCN%2D}cdHe38ECy?!Ph{F6;y5&Nx<&r^N2C*eb#8A320`wvmAsM*kzeUY9P>c*SaBM|= za0BAs4;0s49+@W^v$vM&vY^vYZALZ=`@b*hc^ zc_`);i?th}6z47xn^QGPpH)2#TztfeZMl1U-Uu4+ypWQ-IE`RGUy$=CnY3134)5iP zd(}9zG}LyVewKCf8;3z%&*wMRoL=h=v-(45%rr&caz!KrjO%8mlapEsF}V z(^Y(1cuzYZe+;Bu4Y=T6YVPBt>t7psN9K(zC z0xzab!0sGt0gjS-&E9VeJ-e5muFU#xaBxP+K#VU4riU0n>IRnLH>gevMEOiC-PlcP zXT%Fy^LrlwS&TdF!ML%*xk|RiQ4E3<3?PwlkjajPE}z4Ue351uyS;uLz&VgHm_)qO zn8ZTjYn|0ua*oZ{MUV<^U!N{&xL>0AI@h;$Q zO&$bnByhmTJG!54)#b9Rt*to+b9z;fF#_}~F>5A$(IATfXXzqEVzwTj_Hq`UwUXg8 z#n0_|N8w3b5)zQvzf1(+3O8Nq9)<|=ut5tT4=9#?oz%Ff=vDW!+j|y$re~es*8Ip+ z6+`y@3r?Ti@VfJI*ERL+;?Yq6g6)K(u8Sg+@WDA#Rewa-K+hKv!f4wwJRi9AUR~Q# zRyUen-OIA)#6k8mK%e5e@-}5=ty@HN;ldxOXD9mrpc?t8{p2z+o2W-#h`3|_)Mjbh z`uL=V$!ued(ff7_#S)`BmA;M_lx?4o654So{w2NEc88%H@hoc3WlGxIUioCeZoSpk zVH?MthRlXz3R*w_%q>W7(Mp(|f2O>mBG%7;pIUVlT;`^tV= z5zGck;5Ie!IOcC+q^i|4oqvg-i5?O^4Q-z#B=r%hyXu%C9HUdg$Ryy>K5(qljttZw zUt`Bj@#9wT;A&Xe2BX1N4n7mU)7Q&yxc8AbW$W=W)TF9zq2K=^1@_?P zs5x(2w>C`x+`2BM+s#N6yv+HMuX{t$D9`0?__B0`GnC4YKgK$uIr;IiI(x{q--^d* z&oK$<2A{Nh23;XT&W`D9*KbfC@0{WF)C+btn&Z&;@5fA^W$V`z!M`z$@GV&3G?XIx z-4!xPQc^u zY0yydb#M@HhrmT5+G{PuL1PW@Q|#=exsxmMDSP@2KGVmwW*y-irFs?4xhZ1{Ekf5W ztjE?V$&SDD0-(}I{Ua6Kj1e_vrFAgxDoU4!%83)z?xj->!LKpFm6fMF)?Yjo1{7wz z@ss;Fez{>kW%&GdU_Gv@XD_uFSbHUXkuYcqmkttji{&MapDs1!QRwU85HkZ~^->$H z*-wl2JQ^V@MvQ@CH<1pI#N#IH7S8G{3Lm4L*sPY5xf9N4r(^TP9=7BqzWwCxk67z&TE%0eNW>w z7o1?mWq!N?YBhAg2F)2I@4Ku<%Nb>96?Y~~OhmFG4qB%%#T#8)v<2*DR^7b-eY(cU zY}PHu5fHY;>f*99y}X(o8EcV@@1{LaNdR&%QJ*uOtJjT;Z3^FdPNd(o(`01cv{>sB zF&psi@JZKTr`d;>c;J={*QZ21z4tlV`|YJyXRN^Sm7PvA{9q&J?>=<&v>h z|GRJT`z_5Nr2?C_F!@gjqZ0!RZAzL=wmdvM9WNL{R+c`O?`(nXr)zEDkWF)*xrVEI zW9)X_QJAkvs!u$86rf^^JI$g)m?d^4rJe?}jd-U3FB*R6?Lbhg0j;HgBxA6?3<|3q z*omrS3ZHsiU2?)wrLe8+PsL&$3AIF#BOZ|SAulPkg{QC^tBnaQhK*%B6CbO|UMOvu?@@4jz7}!ZWJr?b${Qi)G5LXSIjFf58Q} z1aNcEH~c>A91eG_%&JGC`!C+A&s?7OwC`ID+6uUF<8(KyMEBVC#<3 zM@#Rirr_XlcRr>5Non@|)PO0veShEY5H6|r%-5IF7&4g;p4SEwU+cFfI9w7Ed$)QP z)qXoy=^AZx)N^qun5&Cpp#~_E&&sJO6?RBhN7dkgjLlVA{usd-gT$fe{`Mw0l<|FS zh&fwKS&a+3l(YRxne+JM%2a3hr-7{zgo^bp=<_z{ey7S8`wa=}VKd>c^&(#9_M@qf zyyBe>Ff$yX8RMs}4Y>&W?TxnN9FbO^NiXB;P{HXJ64kgMuDOFukYf|~fKip}WaWp< z2N9%7DSKS5rlzK&C*#u(67jA^UTr0lT;LF1Thho4jMR!4fy8oI^j)Kj9H(=-?D#|f z$V&makLyCKuHR`!XwNZ#s^~i~NJ>6fQ8}8-#Fvv%T}d7$y6s9;W8VvQ+qey2)Z>#( zR1yJxpPu668z%>XbFQ83Mz&14k$Id(;9eb*e%BQ_WEAGrya4X|#uO*vzVM-|jr8Ld ze&rBciR$6mrn&UHoX`wLXqjGi@LM(=PDoMv7^$!H#mP35jEN3U;_e4OKl^;!r8EUc zaI1TAaZ&2F_E$gZv*C#CRCzyxTHglO%|VI5IlO$8X9l3FFu|iUz&_v$<N^6iQb5P=T_Qa<+2`pL{+kZk!7K*W)IZ#1uvw3epT9^9vNQPYCBAt|Yry6grJOwYN9^pGTnd4b z#6lWh<^-Sip3`G&vyRXh9=opj4?^|mNSck-{+w^&%SuUS2hicXey{CfJc(0ziDR>5 zA4fzD=G58!a>HH6m;r37>ULyn^#0f+MYaFqe}`v=-0T z4;FAWbW7mr@~{$TLYnY((Y<0vKvsDcO6&NCEGgDprc2?SGy%XFbE41+-ic2%rX(xy zFqzW?87sG(S=3T`nd#M)Sd11Vnnm9cviCaFd#a@SwLfjKRA#%v)C!uBJM7RLGE zb)?J%=3u~&ITMzr$f;IA{BL~Go=p}(W+56V?c zB^^wMn!i{WZneL)G3Ox;Me?KN#evS-@lAW1m& z*;!av0H7wm@OHgvuJwpU4uV6l8(^A52lrsG!a@YcNm62-C_QJ73dJ-e;X<~JY3B72 zY`cvXkecUmK0|rXGm`Vt2+OO$SG$Cdr7ZnCKP9xduFpJR)h;S%kO}rS0hc~6H8xm( zx>y0#&COLXcY9+-P!RpI&}!^L3Rn9C6iUlGcE%O;$g4v*OW%%hD?C$QJ1SZ^D#7E9E791|0h z833L=EIllDX5Qcchxze z947XkW$FnFC9s2Zc}7BL$QT4|qsbJ^hok;2DIaWk85u2TETH@a_8PQ)-C8ABvaQbn~l>K8i_YF)>+{1Q0~?nFrn zJhTilTRC7hYOEeD*3m(^q%5VprYM89Y-3z&%43rO6iHU>XH^O^tyZk#oImesCRH$;p^qyb(^x(%pf zv^-S*<0GFggyO6>j#1VKsjS$FU;M_woDZ_$u~KIww8sG_I@Q}o!^>_WJ(rxuZ@(fZ z_v|)wLp|C`u^!2e&-10h(hz?oUdPytmvI0na6#X04#k_r2WAyBmY%cN04H&HMSCN7cq=-4@uMFlbF*}$e1O6@qIpv?;8AY9gnrcCtC@fcE$JSY8eU}?XjXqh{JEKKY{kOE3jd?C z%}t96Z~MdW2Fyf&^+d_ZKW5$((<=jZBgyGNu9CUyOqev#kKi4*ZDgvu^P*qFTU(Sy z2{3$4Ms*>?E%+l8KVsNGF0>xof&h#6=$I~%>N6w zNU4#^E2t#&_4Q@V;Ye+6W%Au&{?XZa z(57UX?4`g7lJbC*;e8nMNnJP!7Sw^-2D(&aQ>b(YZFDr6oDPVtwd^#bME?W~MBpNx z%iTN2TIEBlV0wHR_e9WoEZMEn@ZwEnKru70s!}CbIUP3bRzI_xVa$)3j&3{qo{7ZP zuBqxBwR6D{kyK$_QW*qNv{x|ImEJ}Jm4o#G*|@?vx;JX0@1WpTlfc3sG5&aa_@-!w zm(+6AF%hJu%Gtud-kVe(cDXC#*O1UFzo!qMOH~86XT^UJLrwXoJO1M;)C(}~xg}-z z@c;GSs8(6P*Dwi6Z?61KOY(QuX`Qfpa0xM;eD+I*ce|yqXV}QV@ z503!nM{4*VqX@JDUWg3aC$B$y+XIIE)IZdU_E-PkAA*CEAc)PMBW(F6?p9St3M=wCDW^`s#zV6NKXd%sNwz+!$y$4`1YOSlgkwK0Eau8aogIT>$HIe7>|)fVb4fc zLu(h+)|~#N)4IuWIic)k;X+o$pSP<3!xf^6{PRV}00~RAoZyJhe@c`Pu$Bw1LVvPJ zJx~OCiy`MEkN9Ku3mDg2gGLr^{jvVQ;LxZZ*wkD7Mr;Q35Ck|B1S%n>e~kK34$#~G zoe9zA%GcCJlZ(2B_t3KgK0IEM@4st*rTB% z3Ls%AYyG-sgIt1(_*-O>DeMWtr0G040(-4=;a!}f#sWYv=iio}LI@9#;< zk}fIi_2co&?Q(llnPW|CLTw2r{`ZPYHDPu5yrkq`HSBW{oaXiZ(W4 zhxg_&tht1DeX4oaLS)ln`7i0FHOBlRGRVC~8WULM2VeZ`NhN_KR+*>hZ->J`GVZqX z*+ywjmd^j6$wwUow8j`;+@bM$#Semgm7?j5{R>W}qB4dnE%*DzVd#H`PrvXCR`?}$ zbzw>*fxtzN@Q;jLs$UPn+6B&xeh&wIF`(r{r&{zUB+C~qd4#``2WQqM^ zi$o&$W7c-2t30*}Tyj(+*<-{{Ngf>^KTWf77MWan-?e4>sx6C(K;taeMcE4Q`830#X_Y2K97OuRR<8ckB#0| zU2}UHdqYxCPd&mM`V_LH+TR^(AldykWI!?2-7SvczQ;Eq20gP`_n2N-4?ecVsMtrQ zs>Yo9kkj`oo-F*Hb(>vXWyK~{W(~!9u`{CL8q`U-@m6ck?#0e{Am@l|*>%;P4mx;1 z*ftoKv2bski70KKi!ptSHL5W*hB85F72FY(v_Z3bhpN2h9SFTA(_f9Cra*bRkR(`H zSgWT1JI*M;RwC{;8=n*KZPJYOxCB#P!?dcJRy;^w?77LNb??a36>N)liI!h51!DPe z&AfO@E>r^&{kV3{=YZN2;q}SQ_}Arg#uV5{n^rtDDom|K-+zhp`_*f}TA0rHGti2I zgH_WdCH3ZzEJ{efo^KKr^MtP)H<=KxMzA$)d!!ey z^kzDVVW{TjsU}Y3L`nD%DP!-TOYAZxj;kkQYwhH>kb#E@&m=9v`cun?OOhc#0QGEc zPjhp6)7deCL2%J@y>jzp$!%L$_>O>2Zfp9*s8@I8H^=_$EX1B-PrDb0C2VQSh-Pc! z{8S>V`ReZ)oKh^XIiHZSsrF`1nvUHh!p1?EagyWu+P+F&$<(?>6`iquG^4;vx_Vuy zC)*;e>_@X)wSA1q&I)M^g`V%^Rnvr@@KWj1#8DBJKM(G=*tOu(ojshxc9zlbSQYNQ z*zc`|xvqr{C|2a&i3#sNXVx-wtqoJr=w@km)sEoc57V^E>zq)E%MCtcQRf~prZMaB zuss`I8D%C<&{$~kT!AJK8_?D9w%Q(3|66Qn4>7X>re2@5)RSyOUfR8M{$gR8v!fSQ zp#v&TAZ%D$Vjy!-sH`3(qXk_=i(Z547MmsI@rrMPybi?i#-M@<&d2PsYw+ld;nQIa zNjU>@+ZKG#Kn&^Tb=e@}ossF;_ezezHql>HjOcicEgx>;+8F!W8`Sl4-M83aC&7`> z9ML1K6u7Q?B_ipi_LRUc5<7A-Z}1F@E_{ zE~W{cSnk*&0PTs|+>4Rl%m~~psTmHVNg5?=CrWbZB_Thlom}bgE6aY)QD2j933D;W zz8AcZCGy}LAtTlvzgRY&QIB=8LC&bZ(MC49#sPR_^Z2W%=VkOrO5`pz**(Znd`|gdOo?3 z<)!iv1QGx9!5sCMDm*WTBCoQq5Q@QW7FRzr(&~@tU zc8eJqFUB`beWf}v&@j_gA4=q}3*ks>cP65gah9v zVnF-)cMGEx?U`V9wgO`eL}z>Y`C0wYj=Qp#dg9}zLTNPYdlQ>M5+ju}>{ojqEG+Nn zHnnjzyJ2fh=bHOcwXzRGwC^Q48j9T3unY}-eFLbAb-#aHem@-h(!^o4w!6()=BI7z zUbB|9M$3X=E9X(LL@yQdHHT>v5z%%uZWF5y7LR+)>cq>&D5eCaGe4E>h4){pm}E7+ zE@1(iw4Bz5HbeY;>XaU?u#mxx>fSz&u{4*}W^Y(Sh{R=2uHHz>zOGQ}iMX~ceA?Q4 z=@O=`f{e6g29+(+Iau`T7{R)|lI>yc#LnMDOh28DR}QZnvqJ#CUr|@NQ;+%RcH&#`z%8za-#N;0)TcI@jgb>vSul z6BiS2`pam$Voo~MMdvjSy{HCT!b zD1h^ZWkg$sPL=0oZ69Nkd&*;zscNjJx$3WZ>m^#Zi0WGM6*?$?Pi&snVLH-(ppB6EyA3>5ChBj! z6FWq>B&2KF=J&6pa^OqGX#7Cj_8K|k>9FN>q<>O_qS-ikj8|&}J8Uz~L@*-9GStkB zs^rOh%L(11+93H?n$Ns+$#rfD*MxVGjfFklieQBP+gAKW7kxJ{a{jWdno-AjB{tsY zbc~8*8tHBn3x^!)T z*Lrj2HQR6R6EM|6|HGY-hT{M{sypMVcY}zsJh>OK0Gi8V7rdNZ-2=2FBt+_{eOQ;;KfzCwxh_3 UqZ@RWfPV@PRAkETJ$~^&0J6F0H~;_u literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/displayReminder.PNG b/tools/llm-bot/images/displayReminder.PNG new file mode 100644 index 0000000000000000000000000000000000000000..a33c6b74afe71396f20415df6da657e839a3edcb GIT binary patch literal 10836 zcmb_?WmuHo*RCjtpu&uRw3L)Xt8_@0bSe!ZARWWdh;&OgBi%8yq%<-xNOuk$LkT!T zz2om6U*7AS>wGvLCib5F>}T)wtiA4gt$V`NRplQOQW4&{bLX+5f{f;!J9k0Y?>Z0e zW8cFl^Q*BRIIf!VQg|Gseg9g9EQ zxx>DrC?l!uVSJEf^Hp0Xx&N9Ec-mXtAHJQM9sbOMvCnzmX`ly6ncOrs+dUIQ7yv6v_(UjWL}tg4EmKR`P1$RAv(yx$W+If?i$ z01dcf9H06hs0wY63hZ59xQv0$uhxvI1g2MduCwV>5JHN-(QeMra^4u^t zHZp1@A1}J^RiFl#V%@B=z{!bXw^yeHG&UA}t@?Sse=ILXP;v5JiWys3knFu*?QJ3l zb>j<%eitoNNQqRR`fX*%S~%;|`q54nFI6e(i-Y<81GFW?t_}0eY9w@nX0QIwsalI+ zKM`&Ip^c+jg~k%kqi#V#Qc}?AwEtQN2hBca_z(o8k%vE*%>qEv8!S&*AdB_W%@(m@ zQ=EV7{8Z6Wts<@=b!5VqQ1=73d-&p9F&j}Y5dhw=+T}qOUt~@E7-F8VmiQLycXlGT z>-USGJ{-u7Rm|RELxn-jP6S~YKV*sB;(4?h=FNZ%oQ`AAs61$Ey=4Qw@O>*Av;{`j zIJyo_lS`mxQ0dDq$}##l2;i2E>|W;wWS@$|7~Jvu*`C09{^3mfqKcno#HB;;h0soj z8AT|_vv<%nQm!fa<@>46zpD*3*D?XB)U40QK=5{>UDV;2EUxr;hJ(vXt5zlr5>#oC zn)kes{~~zoDUdSvX=KNZ63tLng+Zh#+NaYhoW^+}l@u5FMP61;9CmUr#{7i+C#$YD zX^(8I^#yuMzS-{@)2su!5Xq+FFNdg!^8QlE8x!*!H=8}j<0z7;J@ac0zl0W?EqeInzv zHcAUZl5B1Vm~Z(^&#e6a1k^=_d9K`CF48tGa~)tUHXQv-Olh;L{-x;~f5mZkii-@# zR<2X}4!x>uzK(iZUFC_*Kgd{!Rkmm0-e_Knp`Oz1&Gkb1WLeF@FK$cgz=owXaZX#k z&1f--dqJI+*F)z}Paq&(Z+>UzkX$X6FgFNoRBldaD3+ATpX#n3WK z7?%DL?zp`^WM=H7U{_9KcWh&~oRAadniE1bA$#62J!O~vjnB}RX>*TPnmXsGt1n-p z@mlQS!&ZcP@l36}%o{=eH<=8N+V%CvXZx~9qJNaAKPP4=frmZF*8%A@8yM7mb?p>% zD-WZTacH9Hr=S#=rZ_cj=V0=(e)&STX{yeoFPGn}Jxc^UNH`NKk%{3 z>$v$qFZ>Z@h}i@=%-r&*OA^K?yK|`s&6JD(rpiVbBb~)0aW13jR1NAFxq5TTq~^xt zMj=SGyE%WVL1!+Tf>&ok23nmV3)1$$r^Dj~qc>8l;7t58bdni+QxsyA9iQTZ9TMK!qfd48r#}71o1=mOQ#2 z#}}%az<)tz?%S6Ev_-OA5kgPu$IwjlukQA4p`iZp9pKDSOM1*NTY3b`XEE60FOTNw z-@K0PI3=j{@oDo2_pVzuZS*>$64*{7uQ3l6_nWI%##QKG4cQ1I8>BbAFDkSE-kIt@ zqx}<=@#iF?Qu#u>QaZ&Lh1MXcx!cF{2&vA5wXocpjFQ5P!jp+k>koMPpBNGmSuY^v z%^lLTpXw@wt!N(f<7<`|cXN}zGeevHIWlt*7)gCd@Ra7UG6BaWVB?z!_>+vzE6g`l z9VSlUm|x*?TXb2DhO{d8ZenVI2PI-o7#WT?cyIJS4t(u&dFu<_q$$g)gZ}D#DX{rx ze))!5xfwBmW-HwPLD`j#Imt%NZ+9eR8D@YvZ~-#s=xdyWC!yNzH@~)>8m#B{Sr-)elcvF_ zu3Kri;U&ta-lH}XV@A=J(OE)yJ37)ygToHDD9y~|3@*-b0auVF7@I#Vm zVe27z_?uA|bkAUS8`LdB!0P<|V}FNoZ;L^Z69JobS=rdXyOb)|M?0OB>&NA`He5~q zJtc@QYAW5G)#!LPl*bw3wcE!;Gh!S>j4w|9Drqj_#d8F(A1J^=f48eo5f#s>md<9g z8zkNTs2Tbt3=qelqE{SROOyhl5U?-np5DIa+S7T`81WkX6-)+t5ta*olM}5SW=cG$ z&QGfPjsIb=g*8dN7Mre{XY6<0ekXs`M4zqaGVq`+6DG|ld3)Lz6?+8V)9J)1t%+yB zJrM}bPb7F5Je5wA#iR|6%c%RJXXPy&^2?7FFPj@^y_-~t&)w;U&};^Xo(MCF$I<$* zyXfruUe*q=nJ$VN_}zW#i>(915)6Ke6X7JQHbj|(qhu(hcMhg$%nK8Wq#+F+O2I{1 zZs_3aClfi`D5rP#R|HLZm>k|#yl+Unp^*Nl<+xdCOiPAHhB&I9uZGga50})%Ig%7` zNo19>PH{Wk&Tzg*2QO|^&%tYA6vc^<4 ztr5QCn}D$tOjy#BfI`e@D%Z(CKeQy8{ews5WVA`aJPd*{E%OavP`g1kXDD(dG}}qs zGWU|qbSK{N`H-6U#^%tC`q<>G909G1LObuG%jqzx77g882q+_oN$yAQ<~5tm6W$H! z*8_`xme#T=UU?h78I+5=%cwh3T<*?T+9{~*!wdusLFIda@AHxQ8L#crUE6aJqELM^ zI)a1hAu_IG+5hf4*e_gxSME)*_{GA5aF3mtu+%tJ@iWR1{Mw}yPd=7hpZ9ceQg6^`_ZntS(PyS2 z2|Kav9_Pm7E0KE2oa%YK)3aZ_X3YT*us0mnk>=hl`bwM7RikcCQ`t49R-)EBaeot@ zVTC*)JvmKM)TC=d{oW~W^06axcp~tqo9C0-yU3)FFXA5!tdTbCJ+c;lDybx{@QbDz zGl~#1(yksQ${*Akv;HJpwi9^1ft+x0#avu`s-*}xwQYhprzLg}1p|vNcBV(&Y_@O9 z|F%Okrc(8J|90h-^I{i`?UH+EVcv@!!V^`~_t&wpU6#?|WPh*X8KnCANU>dsum4{r za#aXV+Uv7-zP*|8f^`4kgrWbrn8uGr6N{|5JsZ@2+s=P9Y++*^{u0v_26~O2<9#!& zIQKBq3RR$g-6L;R0|etU@2N$FF~tCy-F_}%*j_fYDq-|81<(5Z}W*aUs>*IPw&R? zqiWz)Zp(fxuNqX1B+Kg@#u3pJ=+=1ypa~1XKQ@S(`>Ierp;OETCgZ3Ff}9b~!@HBH za?4yL3vF2(Yw9Ca>D$HRo zIb9=L5cXxoYkgE)$kkGGq=QGPuhU9Ud{fvL<3@>(qbVzYb!MIHIYZBV>A)Z7vas;E+12LS$0XEq-Gaue>j z6e}n-yE4e4O`m~oE27)(>Y{9Mc-SD~<@HJ+vEjutF{8+2$bgGt9p~5pHO~qG`(;l; zpkYE;6$GT~!wOe_KruJ%%mBcg)6&B=ot3$q&GANE56)B;%iqJfP|8VO2Jju`>2O0I#lf7;!-p^$av)E$TbZ1Qr?XnXXW+Wk&7@ z;Sf-|A(K?tMk%>m2OHecOFVV{1NUbKySatow3q#yCJk@*1+9<9&F=*P4j{W%pQHA6 za=I4=4?9wt|1koiZaK#(QF@WDs_;&}ey4_>b;|jcKSmK@8leF-m(9u%UQsutf8ccU zLR`veA}l)iA^FGguvhBOiiVwMp7v8!;4t2QaF0w;tEm0p{n8Rki{5=;chggDvzPWM zmo0;Gmh}Zwv9&mBLHq;bH=jG|A8kpE;CJ22k@_He3bQDif+$jZ`FTl9aTh)Q8#`Bl zAYHDO{Tlr^oPHYDsC7ER4ccA+7B6dm%))-NM0 z;)sBOhFxv-sKjP2MVym_3`8gue9d>^ww(yR3M1`_Af(OZ;0WJ#QAkuT2LKrcbHS2X zSNDkB$$9gtN%I=QV$}A2H8hYUkD_-{k#>MW-l9T*<@A?a4|)lGug|)aKM*MN3m%0_ zK8a>f>zA2ew)-2ztvz}ol4?i9MRX16McoKOx0MYknWNIzNjQGzS^ndIH&>qD+& z`2e99VW;!7>PKHp(c{qD>9!j=xrrX3PY22ZO(FI`GJ11K+T8mb_^V$hkMG?L-k?u* z1#mTIlHkV}rUZm#zD>WXX~E1<%i_jWsrqdWrJXl1PFDqBRzD!2HC@g@-L;W_ptU& zfaDe<@#j2tOBhi3TB;+n0#D?%%kP+nT0chS6Q6fhTFIDfg9b& z&W6j_yeU*dM2erCEtv5vGP#%vN$g0BX@;5}SW8Gio(PfdKShp@Ua&`lgD!C_|Paa_PBo(!8Q z9z_03eB9sf>>EiIv$NM(DYihTCZdI*Lti~~Xe9@mGMf&vp^q>?#3jD(-*kI;( z5eJGTpgOwqlpxI>CEsr`!fzjD@d58;Clj0^>Bp*l=lPwx&?lbSLd(cOaKP~-B%|O6 zj)I;d3=}`f|2;aB%zM@2MUR~sI@u0>?Sp9e&k z9BwN=`$sysrO0SdC7TpVhY$8TD@|;m7Eo;=KwdPPxF6DW{|HEH6&!dtAE7yoKA3yA ziaLx}9Fcc>q-bAl;T_y^xTHNQWctwVi~TmS!Ki$RWiDy0_ZT0;1Jb3zrP{4-hY{|U z#WCjPCQ!z!<1=nRW&7?6iRJ!92t1{CYD6AeEDdUE_4%b%mdv?`t?~41-s{?(ddhkA zJ)I&0N^G1i>~TatU97<*V6%p+m~p*|k7_+dxXM5C%)g?oNC<*hA)Ka-yzM)Ax4L_j zj8;Rh^Aij=l#y$vB$_Dmf)hBmVbZPn{(KzTDhzg2-C1x=-cai4s)zpBUwINeEnBBu zZ@YDVa3j=?z{z##6A8`y0|LP`iKpF+wwKz*hP^tfU-rDq_HpU!^rZDF&?ZK8@^o#w^NoRX}V3b2f{CQzp zn;wnD;ZoAltYu&IHoVQDPvm>+&7AQe1)oJk10~kDydh{P>Jakln-XLnmWH;WLXJ1Y z&)o@l<>giYu~S7@8d84qw+m3Ier(aD`#azuJ~=$T2c*bQd*y6QBzI9fkPRBbAT>P*V6z17ZbdmInm zlk;UCo5w8(M0Pw~t-+RVfLu)S;#<9jHOnr$VC!XLyL_A0tJ(u2h^GPhO(UOksy;i( zpmBNYMP=DZMAKJ&MbE9|8@P!~o%Q>T@(Ux(dctD+F84(zO2LT7O^+|MnWh%8N1z@^sO*Z8`7P@mT6EU@lo zO#6;XNsqbZOtq5#meI!H^9vCP8YX*R7|-pMQ)U#XoV-AMtH|_}MD1;4arkDE`8`G< zJ)<<2SW(S)>gA?^dmEQ~H=%m2jI~~`<1%1(AotyOyu(oi@WSQaaPgcXpXo2QIHHkQWn+);o zNaoZ`uldIBiF#A(dSG95%+OC_f_+8{DiIcu&A}1!Chb@hmoMsj<=Ch+Qyirb(SdYETzmf8k}dk4TXk(j#$M^wqROO>-uJ;0t#v`_*_`EeUqeg; zC}JLWB1F%a-4`x;WhAFtcYyBI!L;D!s_FB#m{;gHG3p z@`X*<#!NIWUD{kYEB>g?0Y(1Ua`zL}e=m%jWxuP8%Ow9X^BEifZyy$nvNr%NOt5<| z29pI(-S*P@H2> zI$CP+UIcL;COI#=+w#G3b8QE{F4Rb%ioX_6Y|<5icEh9tfbzb>+|Qx zb2tZsu74o}B0>3&`Yrl(o2e_+etJ&xeYUR#HYjO^cye9&R1LijU$k{~2orQW>!8d* z#*%<|J`9*T<{8x920Db^`T>%xQP%)_AO2e{8#Q>DzNG0I2rojQ z*w`x)9u#x{lj+se*;38Ia&2WqD!cq`RNyfWSD*Z|Tc?Z1x0h~nHbs_svTv?WMJTYA>c0_W53SH&?T-gv z{N6}8glz6jeV?f9Ho}bfBLoAgp8kxNoxDfng0pA|}rA{tg`axlRJ+l}RN&^xgkbAjM%p-)}|hM(UgB&Mb`cYN6ov2!D1y;AIm3 z?GE%Lf^2i`=CZ>GvljW%!oy49qi3%Pz0Qrf%$t1b*Dg8&i*?IFVFup@D$q`>v*yKd#c|#jDnAXBPcC7yWOnHs6Oe+*?YXsoSk=S!myY z8y4K=j&XO92Op%z*O-Y!1-c}vX@(s0 zp|Zt5B(rV&TOqgiV_k`Z6*Ki`TW#{l^`=|Qy0hbu^~UQaDF2qZOKQnvi9SpQe$Nl< zTakjh_g0;gZ;eUf(u6lSfg=7#9XePQGSyxnf-n;gI((6PX4t6E(eX^h!Y5G!CguNI z`QOgiF9_5l>FZeU@bAAoT&BIboK`k9lyUyE?r}VA^1Z6;RH=HSMVwwiabcABiW@;ub;qzPE`afAKgqs*!U+QVHUCFlo*`k2BO=@)T=gx&JA<=y5ed__ z@}|o%v#3@IRo*WVaDi$}D{b669xm;+%8S5@zbwgiS0}o! z>BDGch)0Q39%{gHHAopbIMgI5>!b4%B! zYO@xM%oCS?@;p8F?zsPWHfpWSOLRG)M4`CSKYhK|@sZ|phcsF1>868$e`=np>fAA; zFeh+;o#eFp8F*L7Mvxp;-bV4uC+wVB)9ukH-=u1swSs&0k4481cCT09YyAU@yr<@V z`TfIX^fz}^F1b0)=}G0C4+ds{7RFA_hE5KXHlutRpVs$0Pat>9gn-(HtdjHZ05!%B zKJ->Vb~!kMyFObIC%>ryGu~y2kYT<-Lzzu-i6m1S`%;-~6fvMr%L8Yn3KGV52GQJS z>0IVTQg+L_tGa$BtLd*753iKSK!T;L*~O%+u_R-^r4XWACts_wzWT(ZH#nWxiB1j| z^=5v|yoVsy$q}Y)`~OdQfnLR*;$knhjSyH9{>yYy1@ z3;jbAC4nhb~iJOFhL}Imkh1dW|^A( zTm8cz?whp_1o!)C4nUQ(eH_5RS-L^z&hI)!vT&J_xWg@=)kRZ->&dbYQ!Q>+JfpJ0 z{^5gU!!_3E9zBt@$nnqUXHxA$}(Y)exRUtdKJ$j=Z}TRnGRkMw;J z#()0pIXg)qE6lrO>%M-wX<8ujQxz>(ZVUud*SN^O)Nf4*9(wUKv6#LXi^)7k>%`O+ z)B+Bf<0jhWzqqe$#lM=A>gRC83Xmv%+P%i}Hq{p&^FsF!!fixVjdqbEkCn?wo!n}0t~E@I zEi0x+{lDg|a=*9^-T08*`9zzj#XX|<>jrDKQ^b%_^5B)>MKFZD{n06$tAzAR7_LUc zt}UyBs@ePan}|69)pDK@tn{*@9;4h=7&*gE=*`U4_Ud4&93hxie5(9HcLJyOmKlMA zEPuz6Dq`g?!Xf?pz<^z?`$+qdP4655yKMO#Rqp+V?MCkzyxqE-an#NX-QUes7#Mgw z8pNWIeQ!jeD@rPas3Nf_0bm}*#6kRk0-JxlQi1B4KO16Iq*T$1pJ_{Uz1QM?vmN{v zG^>?sqXFyUBZ5n&pqHu6KUd3iv&=jbYmWT(U~hF@XQC&Z>^z2EJnVhYj#3>$*nhm6 zM5NjAIS019akDKz3W$n4=2h*>&@QijJK43ovhAW*XKYAIUn(6Gq3|}5w`3FqAnvEBwyQM(Kk0Ph@OCFb(YFN`c@E&f5?PWUOHgBkvTO5<#l7 zmubsaRtN7(piOlPA1^1{krJIBk!Bberm^j-#EFR+U+;Zq8Dm1UdzlccH4eDQR(}@= z{REVMrHb)h2^dOvohfi~9UHh$?&#&fe`a zx12EO(5GsCk-x@3qusBSW^F7=m4z&G{!Iz2XrvzUN1S<;%YE^*35tL_@|!&ITZ zOPY#M3bUpC5wqoJanx}3(t%Txi+83 z3N95$o&0>`*|lYIBfHNroh@;Qu56pBW5lw_s)!^+)`lV*?4Fto+E%tlMV;mNbyklm z&cY%x^&R6%ua#)-P>aX}dbP)izEypHI}d3h9-_qvU6t>QE3I862{ra*9}sy}s0J4t z)ST<|ME2xauATGCtQOeHyk;Bm340~8+^(b@%pC3Gt$3nga;ilbo-{W@|3Y`>&5)*c zKT*j(i|s$fgab2>T_HF=5$)h9=K+u$t9$OQrpbca@14}q@Y)5)s{5JMNLAw6&GV$t zTw`wrT$&0o`R8oG)vLsS0Kn>9o9SQ-JJ?k85EhAZM(;yNwly>3;W$ zQ}-3cLG#UnJAh0>39aNNGzT-qWoH1^ePj-CHsRW_C1!iRG4|Uv^F}opNS0x4h1Sk) zsq;(L#AM9w=PuDSM?>QWqp?!4&&ThhnTVNyy}&r-EHlO*E?|e=Aa}^vjL@{wihZerxzr6IXFR`}YDMdS$q>-t!)4<;TM| z5j=edLMWlIIuB8_`^3{ZdMQn7)tR?j-PE5w-(n(HI#cpr8N$r3Ui2&$q<{q7jQ=pG zy+U)(wmUwBizs@qn-~LsgR~~vdIDa&&VJMs^i8Sh?7ZMu@e z%A`au7HsyE=hjZ(gp9<>?an3H#PE6Vjc8a^Tly^b6TS9FY@e1ZzB?9GkP}IYP|Dex zp>y@!dcumh8eaZ?*H-^4(r$iz0-BDVXOs#aY4Z6;r6rOeV*mI3y8pM9`G1jc`}Uo0 biJN{1R~nhVqsIOd^p2ves!XMn>6iZj(3FzL literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/displayingReminderList.PNG b/tools/llm-bot/images/displayingReminderList.PNG new file mode 100644 index 0000000000000000000000000000000000000000..5c2115d2bc2ef11ed2250c1ff84e52b56ffa00ed GIT binary patch literal 22267 zcmdSBc{r4B*gq`NLQ>g^&~9reS&C4E%AT!;F(kV&wjs-qN-Cl9MfNRY9s3MsVw9xF zI>ulOl`v+^$i9r>y{GT{Jn!##-sAb>Iex$6J&yMe#~gFdy`0x|pVxJspU?R@y|6Sl z77~yY;NjsBx^?r$9UdM&Uml)akbQfABhe(5Kk%_D=#H^IPi4>XS>VfVkLzaFd3b7) z1h-uHf$#hMZ{7>y;W^mG{oB<6FL}VjWB2;jjq5fKotRX?f5dEaX4tqO`-$|HP*Si( zFGPn}hr@@nOhe7OnGPf}U9tQF*6yBnN>QxvZ7YGphE|6TAHII=+BK(dY|uX4LzagR zT_1mZH6`s)-r}>}VT7gY?)PoUEgO_SdSCXhUI|nEW_s!ppb=tdODFfPFmI7SE_wi;1T-*47Gs4C5Z@vm6X}&cp`Bv-_7OpV&n=O`tdL6WGF_ zO}yNf-hlSAMIRA^?^T3lf*MxC+Nj#UVWD%T*Zs$dRXt1js#;Yj(QK6fxbnnY<*Zr{ z=NqSa%mQcbFY7zZQg%Gi#|u1R1%lp--5;;n2&Ynr9I{*-KOZG7m$@3ltO=+?-rbKb zJcq>2SF_C-`K*qql`DaCNB?n78wwv}I76H!?T)QYb3eb3Ett99@cH_ zc3Ly^KgJ!wim`bNtnH1E-}mW@etplbZ%6A0r*y^gYj9*Us$K(kd!wWP66~q+x+UPN zEi4^6;iK1yIjW;1=0u*?qHWi@<@j7#Z7v_+-4EO>Z`J1L@HtraZ!pLUam-9OrRt_( z3}|QAi#$V38e3L(Am&8lW?s)ruGi&MZL(fUg+!-d$L!^L8YL#~O;<8jU*gg8nSS(6 zkQXReu16fVU1#@xx_9&UlCz+b8y_Wg(JLu2lj*Q;WoNoM&YCJF__7!OLe_5?A+9r| z)~yY({Jn=j7zI&q9iah(TWdq8h75(*UYxy&x#nhdhseI4Ux68^TuXn@ze)}dz7-en zaqn+2{5VxxDqnq1{>~bKwglH3CPQ{U-5`g5I=+@GEA@NZBg}Io>d!lsLdzv#rV)-1 zcK^ALrdN(|FkNFfa?n(^LiGD!`<*UK_IixZ$|9S!SGog-W+%OeY2%t5c{8z9;U&Il zrSa4%cJr(ZuD<(HY`d<_h=ySjy1aM@JyoxZ*hRV+1{*2%q6k{q-(*t0hUM;_@vyeD zn>NqZniLR>SI#W<$|zP{2t(ynUx2kd_QEc5UtXo@P^(7x63yB2QW#_DahIEG3`kj~ z?^mySUtGd*FUCV3l1B^U0h>IH-x=_(c4%12%dI-m@3W~Y>lx-yrT@kcyQGH(e}1`-$Bn1jI{S4$hKN zi~PVCz0|8inL4Xywj>b$a_lpCVv&ejK1$1(zu1bzGEM9qBgciLbiSb->w40({r|jX zEbH$K22w&<0h~Pv0mZ#pX0W}$K(4KHN)C&D)xQo>tasE9$FgX8?ahCN;uMDXRjr-t zX6|3V#TdAmNS~JPw~|JGe|@DK*?8ycKoDl28Mka5y6EUq=4<1|o2j!CYQ}EdYuxjP zQh#k2K|dlpyj{~q8_ZMOnVhw1IoN;b7}F^|Ayyr8rp)l7%{h_S3SB;s4y+)MBm zQra%HN+1xTE46CjdS%{^Uki8ZLJAp~nxolQB6>jJ+D~y;_2Qxs`mOh7A;#jq*1t*RGPKtu$8oW_#`z9-jo?ZU^(>F zOT(ZmmdHWe5Nz~FsP%>#DA&Zft{TN0Ptoj7^7Eo9iODE=r(YW3rO+)j8l#>V;jN2% z*ZpykQ*wT-uWL$`-_kcr*yHX!PCs%PIT|_*m2a^^f2XzTQ|mcNp#hc$amUu{-X-2yAvO35f9ranh=&JN-pL!#qnp_yqTWP5D8lw+a|0;&YjuAr~8jr3vK(dS>48HRIs#U`<Z|KYi9DellRP`?IiTa0!xu>1T z-v>l>9-h~hyEV9VXV~1#^u^6?&UnTY1Yo#!RytG@xnCiu*H9(WrTg#G&Zsws{I$-y4p)4=hHUv z(%PZ?GhC~9THaVYvz^CzHT|}fSf64Ax5Lz`+q>KgTgh0+-hVCno%g9Vgf(`Byb_zk zidShUMj7%^M(Sq97|F$r5PS$bjIO)UzbIB|(jZd_-?`f0$Jt{KY`KZDdaUWF3lr)s zRi)4<5?wti11-XR=IhE&tyq`I;!6AZmdeJ)%jzJ>;l$j_KQnaKtJx2jxWNz8AQ=RM z3}5bAmAdd%S}S;%IgvXrI}zLktF)NdA0u~(&A zwBLh_|9wwmZbH5bAB{}0t*BZ7Z@$Gncn18#h)zE$TRUX#UG9ILb-*|O?^)tSxqN*b zUyY=HUw2d2(P4eyA*L~AXdfvJ-(ce;CtoXTXP=QW45i*HKDu(k7mp7RA+Roa^z0%3 zb(Kc>qr<8~8uwNCH9*BDx7Cllk1}NsQKBZtb9CD*$bkZ$2G0`x^%|$aP$L6&$NzJY z+SliMgsmFB_HDiN%zHyDwkQ_5e57av{QU2`ed;D1yqi0C|CK}kGoSn4blLx}E_dLw zzjNmo*Ux&gu83qM#dmggjx`0%JYE6@{V3xOBL?>6)iGA8gWs*73FKOnf;FnK&ZBov zTIowc3FSsHCA&uL`42=PDUI`YzdWTcGoU-8D-3ckbEHlV?d#%_<rp+@>g47{jj8 zaaLunaH>#1Kwym4Ur0@g-f~@I!lNmi#WX@NoWQ{3l6n1QQdLF|^R5J-^OVQd>6R znxr$$M+S22`L69>5`;ffYGxlVwM1E&*iEz`Ia+Ys?76kMy57wntM<_=_V((#&!|_o z@0{y*%}Ps~F|hG$qW2YB$nI!j$@c>SY8b;cg%hj5j-a9>3|Kn&PZlrb*=ebd2j zxma%{MxNX%j!yQa;z)6^o?S2bHDZs)N-N=`IN{Kp2@WfiwLD8Ko&EBu2>hbL&}_#? zN+4)q5p#An2DGVZ_$4J>UAzf)7U3i;hhlyl^K1wA7e}^iZsR?K4Zv8Qs2uBU27{-e?q0BNj5v6YC zXnSbnLM-8H)Z#Zeq$jXat<7D|*vJ)Hmh^dCSF(1dGzAsIFLsFzpFbK4K8zVBJ4JL0 zNveIFnwcp^$?Aj;3d!n@ndRzIv$YVNp~a3^-*otbwSDg{zCG)(*~SuwQj}K?|21kF z%55;=0@!`1;$Ep=tX)-4wlA3W;OepRx-Cu^AH%nIv$6o3M1Szn+Pyc2IUc!W zMrc`OQrLl`*wvNKFGRK%N~{XEqJ~ukAfs_-O;X>Z()%WExRge$v7&Ii%VoCZTj65A zaR|mVxWSJ}uByZ&%UP_l3&=gMPZ|v1C}rb8Gd(Np{0)`n<+l@rs+P^phH>P4#6%Do z5}F;c&@RDYbRLkoIxKzl;RTEg%-*g3Alhf)S9|GX8E0t0Qu;>HWOOLke^1@x%LEVT zyL6u)ZIEwt)Cf7L>o;~;_GWPY){p~y!|ps)?!n1xy9|hfOv{+^fXOdWP1_tcyHz7- z+BB2`YuNDWZxyH7RiceYcr)q6tcOEot}#s6odsEHhivrRnhW5%l_qJ*EiD4P3y9}? zR;!VXoK*^vd<%%|0^khIsIB!uHD)2AjTqwBykZA6Vpz#<#uL^BWx+cexjQ2|YhyuC zQT3D@(2{2Kl4gtBZG_Felypsaj*4r?S9;M(}<` zC|B!C2Fgu4nD%h(F(xdSjREPtUGYP^s6sWzCw@yMkRA#TQ@@Z?Pl7$1neo zK`vYEG+63XR0;%#Q*Yo=Wr<}CPOhVH!6>lD)#_P{JH-|<_s%mqH+p-+<~bA}f)qPro9v1d$HB~qx7bLK6h=qYqPHUnQ5f^Glz~-p zs?}Gk;eNH))3Imx1%&eMciaS}4{1H}_X?)VC>n_7X?a@dLSwoDb0Uw{smAw-9 zS-7l#P>zLBYEo}AlUKWQeA4C1pR8Je{6{<7yE8Vt#3L(SVWlB)Lok=&L|`8rr#Yy= zcEk!Q&feL{)r%h2!-jvs-|&`NmE0#S(!VfRV-e4C33+j~$ZP-Rt`rA6qQ&>^F9rBv_hZ(P)6uFl8?H*X4s#vPPhnMytH zFy%y3|0=B)umIN!TIF4vcBs2U0Vep`B9H+HJjl-z7XvFx;lE24m1vgM0?G(7zN45GM?Hd4ADuYGNnf^g*l?7q@P=euza%+j3m=G^~h)dOwx=(Da zvkS=2F3I!t^ZDq=XoId{wf@Pzivyc;59QZOrf#3#ZP@kd*rhLeE{^$CctCEWUlxAO5&jcdn1=hN+N0T=HL8;OBbkOPXYfuP$EUTr6-oDR8K z%a1kf_$>dFG4J_g;JMKK&*!qY9?qJ6yPdnx;oQFOPl!9y8>2J(5n=I zMt7NIZnr2Y>&`z*3L~kM^Jqm4*vQUlz(%GWXwMQeXjoq}cr1|GUaN&*#IX-A*UkbP zhBv+7-kR;KzMhj2NH1JQ_f96NPZf*n@m~}?6|&$r<%@fqwdcr- z%F`ka4WwSy6YKcb%9|^9iE8uS{2EHK1kK*g5{JSZpAFi@nn@Q*zZzx2sX4qUggIIS z7KUY8t!madR|O885?2x7u$4Z4V6*Vs^Lc*H1xz+4=?++1@FwgyUTD1 z4pS;mHHVp?pBVkTXrp^0-vsS5BsP!}ji5b;8&WV4(6YJFl}u|lvEQOUR%O>a6OOYp z9O@s$!fma~vpTb`A~rZFfE(PbtcZb4eN6e7=k7kABkc&dg7eUhhMB~OiL9u~!EF8_&y!@r2u;C*CLP zXN|fPs&C*~rQ_g+SQ($#0bRuhv>JXp!Tt7n! zWhg!Hs5DI<9RN-xjrpbq4O?~1>ZwrR%tgO%f@?6`gN=Xj)MujIc9{ntthWeh!*Bg zy=VWYdF#l&!wyCTF=o9mo}-|0kDdaX~=Tn-st2QWG$DA06f{Be^kd zrJ5(h#F@Cw@DLT%P={Qf%8!$|&5mg2Gefna*q!wcevp$T<_7o?M)J8$r1V#`x+ zk*q|A!x~fQoUKGMiY>-J@}Az2srVY)_()a|2Gki ztsEbPk7$k~Nc#_SSj^;)8(gz2We2~tqN?5Xm$*bho^Io>)>RgM9(U5<+3p#$tjqmo z8EOib=WqWD=G1oEiw=tpwXC4wVNdo7n`ahRr+SU2{L3Zi=hgCNBHR3kC%Luw`WZvJ-gH_^p`4k|79Vr8C?4> zVHxHlV=A)8AEV?H#fJB zZe?vOYQz}FEE9iLR#~X0w|!yp5oP&f997PT%s*pKQc8AO>bTKyPIrE|#vRT}D@p54 z8dz+G(&t0w#>BF?PyNyP`}i;rxNJc#X7w^?mHKQ)o3qsl?{5^VIMohP5f&m1(a}+( z%V(M-W6-MRIajAfv5bGG*!yNr4D;h&*#pn2$_DbzDAG8g}4P2DV32y+fb z#dU|K%>ld){Fsum^6Cp-;nI*J6*f?0KKsf^pP4m;)(jrM77523=0yz|P3}Ke~ezvvb zc%LQi=s3+y7LU}Pb8yy<-u{qz#Rpqel~c~YSU9B=nZ3E%Yl1kd6SdWt$^IA_eSphL zH8^>LBay&F@RR`@4=T0#g^1i919Hkhc=>?N;%&Z6-ndUT?1R}{kREwA(@N$}hI;hp zy(bVJb0dti6No!8?O+`E>Og0+W<(;FmYSf}*yl!Zi6Xz*+NqYvE;}^x?tsQGw5x!6 z!`9-#wdG6FNPl8@)CxnJ6WraPrG{fP_^q;okavk%(f-|-QbdVz88O)cv-a~&Fd;pa zxG0c|gI6NsX0~*dj+V)QH5473>n7b+26k}s7Q6h~zF0sAyPk~Y8^j?Wl3WoWCNcC; zRa&eycTl9$KF;N(dE&*)r`X(Ew!D-l!kFd!PrON=()bU=3dgGRpKve-Stm7wb;g|# zgwl3HkZ?sf#oaAe+`vQZ-asMW)w?UN(nMeu2&~=hzvd|UIOBgllX|?% zM9q|76j@PH{-Dq(A@T~x$-%S5Q#+sO5qLHRJ>`mq%qXk8=a=Iz$b>gjL*wc#HGMyO zhK5d_i*mYp`30|;+VbbFr@RhV&lnaf&=meCtdDHC&uDpDUTN;EqeZA*&$Y43ELiV%FQHJtaULMfx;9 zW>?q~>Wb$0T#hGEnZ!)~%dZVqC;}z5oQxE!6M`uh`}e@j2;E4h0rCqnk7k92&M!H$xzyX4quGLLO~tGJsBnV!s8<<6ju89*PhUgbYJ zD>-FFJ*BjH7}jmy1aLx^E-9l1M`P(1+h%}>=LwI!y} zQ7iD_>i#6((y3t6;E5bo5itmJvn(F9=k%4JY2VT3XihKVM zF*5x1Ck>3(-E6r`V*|IGoJX(Sqah*yCY`Nsera>A+BS6$Ngm+3ddfkgExdO2F&lYD&MN1c&lPBbH_o7`)@e#DbeA#&;I_Fckp>t&lzP~Fu~!aectjPPq@Sq+#rrioGzDUyM)e<9wskld zdrOd9V=XZudHMeDqiesdnJR+5l+d|gl~op_ix#cZ5XNQPDc^eaek|@0LO`IjS^NXK zQ{#)O7S@w8Ec@qx8$i|%hYH#@SfTa6+;GREp2Rg$;L;j(;ycEdG#YAuHI$Xb7(mC( zYmC5KPgo>Hq{N+!&6t!kZ$t^}&XEh169sN@-L?_S)N0h0R1Z;Ek)qA){OKS!O)1%J z!T?U|nZWbatx<-bf5N;Eea~;9)vmIL>EcWcwp++QdsPsHA6Bpv>l*@oU=Ouwg&$tW zNUlIVV0(wATrwRK!+ zBADwIk4CRM<3)#MB1?*dFEh2T&hRDb_u*EgB9FzM=Rb{kJrWomxrA=OtF(;e2sj8> z^7Hezob~Q|{WGeWTa1}%fU(Coa}tEx{B5Q&XoHTP7L1vjjV5euYQG4wD+~Nt6szI8 zHQ1Zfuv_u2cdMvihGOB)ies0zw1BT}-a*-^HurjEUcML&M7a z8iIF#1Y-GTg~OVJ^~YOFgIcKSI`5SXQEDA3g5Z6+dSuHtrn@tAZcrVaQ;>QMvjv2( zVI5z3VClx@w-`@PemXBT=$=jR!uWtv(a>VXmX~mzZdqbbpRNeA?$EV1=b7!417Gc- zhllUSm{E5l^wRV*!5M0>?Z<{Kru8NdY~+1yL!F83g*Zne<4T(*PiJeI_sR`Qz4DuY zbl%MVIOg2i%%D(L1sey9P-PAu2DkdTe{wi;g?8FEf{^!g!7jRPm^ zF?S7$Ht$e=*ckCa&C*w~JLmUbHZ9{XA{#eHN&% z4lW8ipzA!U(#BqM2J~+F=XWFvqC&v#KeV(?;wi`(~qGT{dZDSx*9*c56sIFj<2zx`>v& zM;Ph)&U|G_LZ6F=f;qXRYxfNGbDMW#ze`3sm!C({Y{@#RwzhZfyd}myaGU?wuZ4Ic zxszI3Uq2XcZqW9RLiG#e$3xBj13uofwMmf;XN58f*=I-ya_YBbc63HDuqcTn{X9En zp|J|~z=KVl>zG#wxfj0ey_rG`LT==-FEShUlVT03g3wS|HOZ59piarNwx`>TytM7? zQ*t$scyyntR%md}@cg@%sSQD>pfrg)(1-4VzLKDOGidNgungl) zH7bV}S|ZxC}F))aMTMH~ZoU4iaxeDv>LslTahJ3E(|( zJ(}5}AwA{A_RBhkb6pPEY>n

0ool@r3BrFMOHJvY+*gnWNW;Igw?}6VEvAHJHv3 zb}l_{7Mz>#%`y!r-TyxC0PIw0ob9~M5vhpf@gvQp3?Z9|r<6=@+S-oqJ$|Lk;vEvM zqGJ^$!_m3EA9CLNDY@H0cc~XGm9p7gPBNpuU(P=SF)EN%4)=px8|1%&Q`xNUkIh5f z%T{xKF-^f0^6~G&eCz>b8)(Tz5C$iroASxkR1fbN{dz;k9Yz!6)$CS(nzTk<9B+=( zq(D?g6}*-trX_g*n2(|Spiwe&Jz%2SiSI#aEVTzsV?WI{3E6JvmeHe|3YSb~(&+_S z?Y*ve|N6jw1W(CTA&r71(x*3^FV)C{-Wl1UT5GVTbq{Y;@AykyV*~OYT%0*HXEaPk z$d{tKa|*-4CARK4;Q(1dQ(BEu?iH)K7PRAYt3I z<>#@rBBi&(+yZ1UhPfSS{Y_$e@HxlYB^7hF3)_`=e!VpQy%|vh1Ea`h9?V;u6U?Ti zU0rQY8rQCns?QEx)jhe;J7}8QEQU;cRw?8Q**szlogQXGk=pb7eR%@K3C{7g@TR#0 z%J@TQ#AJ6@l!WDz5zll}!j4CmyX5hc%P3_r$oWw<2MuDJ(N>#b7tP@YGSky-&fp_h zKyfp##_O6{9T^o{K>OM;6l-5~t68It^Pg7NFg?MM>FZ1Dsu{BXx80q}ht&1XgkSVx z-?&T4O{+W_)a>=yD#E=`>e|6h_q9=m8B->Sn zU+r12lnv^xi?AN-L=9n0+hE4+(K{BD{=Eh$Hv>5R2;uT8J^Qs=)R{XY%5Ur%Xquaf zRa46%k|9vY2lE9cALgXYuo`T9D|S0;fRi3hWtcpB8P#xUdov+-CuH04mNW5Y0N7)> z>zH=h+*W*T<=6bY(um*nNw{j8d)mefO01M6WvPY|aDkn5Z@7;XwCFGj|6`Q#a z)}g-at;A@Q`{o>)7G%@x_=~(}!Eb0ccK6BZUG{O!v);jS)O97C-j_Z5Y2$Sb(QS73 znyp6Rs$QSZHP@8y;K4tFEnaoHZF2Mw36Y!WiBb2cn%D)R+4lYKQSUDSuOdI*u(^q$ zDY#-(CG~z~Y?Htcg32n6vi>QBH?^CjZq64AkNWFB+{=Eri zeBNOB>ePq4 zu2pt$K1$0$KEC#X$J+2L(r{jLbch`^jqAnw;eC(sh}FrciFXz(6}Xr;Th4Wz$nMa} zML03AakMMhvvmyxy;d-XC!(`;Ys}e8TkOHSc$mIdC5`dJVpuuZaLQ6S~0- z!s(Kg=SCT?4j!(!;3@GO*GR0M!shl1ep!cKEYsbrwnVBC3WOyy_YBrsI*TCU1`X3_ zCL-BBxUb)q@!1RHs%(jj${Et(;oxoBjOv_;EYhk_K->%o?@ z4kA~l7q3VXLi*Tg;~jIOF|Da5c5CGMS-mD+*vtzk@HW$Rn#vS}A@YVZpC!DV zkPgu4B|daOCNKgJJ)NI3>3wZ0H!{rDzWS%2Pf`iWT) zi=gLl^nDm3ByFQ(GA(s?T9sE>n;rrbEVUZ7G^&|_3R4uxwYOgEO7e(bXy1Ofm1G{v z8Y!Kj&VGtt0$%75;~3^Ps++pa+4#88R3aE-hLFJpmT8UJn5^+! zI6|gXPT&Z$sH)v2AvmGXAhgX`fVvpy!&=!YL#S8@>JW)Mh*`$UbPZZ(JOAwVrL zw3n+cjoO+0#@paNGX;I*oiSZ%8tG(a`G-^NXUHNyc}b0LkDT(#NoiF8=C1WDANv?~E=~1Z z+N5&$aoESfK!EUC?V{J18MoEC8>h3QaiUG3x(a4Kw!}&Mv^1R5rf5@k9AUrS2(Q(V zGYZuScklj6LW4oD(K(?a)(+j0rZGV%SX&FGkU)uN4}qN43+$U`A%T}3p$8_*FU$x5K|nNbuLT^XZT?p8oK zRBpiK(YM5u>;dfnRs~$V+K!Wx)(QV^7P*3eS|F2UnlD><-dQ`1Bv!&aqpe24i&0eKbweuVwQ0Dt!gu3d;cOG;XsBs(>atr*4&{n_@Xsp0 zM*wfJy&{oYm6{J!6IQCO>*xhdS45*rQf|(GD`U)JjHv6Pq6Gl^hpA+&NM`#Tl-cSe ztkz*FZz;3Wx&mHyiVl}C9>ynDH4B%R6pr_*N(+7~dPOf!4R4N~3LIM*&*$+53hqlb z=N#fs&{Z%zoDa}94j4`*Ic)5AN)fB(MLR2UwjE$+v6CJu>weKbq0lTnA7rUiUE}A5 zUzp6uaZUyNjZ{;~=WHc&sQFTE*wP0$HR6GO4W(YCS$!k^iCbm2kHn1L&T3f0&cjAb zlPVyvbgV+lub^M99Z(6mG=vlZt2nNYg2utqGDjhEQCI#fYWd{W!%Z4enkaiE@VkO~ zil@`9`6ZH!gEPRR+m*=tD!~|`YdygW`N9zx)`725bJO3m?V~LtG~6(ifc*ChmTU;A~u=q zI{pTCvp=L>2l)gocsf=cy|kC?n0c|<3tFGp!dZ$8<5USMk{~Pf%GZa?zG8s{2WIbb zi_+K9@g!CLwc>7iqx`jz&1E#ElQFEbZfRn{cz3VGFLr{awd_dg)1+X9NR!lKbz2iB zM;8wlO%}mM782&;m9eDeTWiJgdCich{u20L?))e<6gi+;7TUm4*^FOZ-?UmQiJbvx z@jn2Ja5}yD>v~nOXVXjlH1LyU{??|T*^dT_BE!p)gYAUJH-f`aDhf9cw&Wi#!Q}U4 zYzaMct8`w6o3@D!LpyD<&>6nu=?yzv2N-{Ds^iv7u}m+=Icl_J=8h4irMX{cTSp04 zyW*z`-Rdi_E-unSU9ZE=RuUa%x}a?md@nzxr&GXes0O&IqoR^WGz0_zGuSZ$6D2>|hjQ1-XEzO2gTOWQB}#(uxJB z_39Gj8unNIwP-!)@0{?-5A28b>5RpmFv17AFXKYWeqV4LODXf7%!m4_1Y=P)XE2=o zArxrv35sQ*lT^mjiv1FV)Artqy$YfPo7TW}@YAvSJ9nwlg_O=42z%PqfJEgtJc`$4 ze``*JJa8qU5>oP6 zr7ZYkfARdI`o4mAS+lh+DE(7m<>PQ=ECk(!GW3Fq_Eb3JBikyjdAW_hyGn|VK*MWD z`X!uKEIhWH^F4T1;ieG*LEaQ?J^!wB8!Mbn`*i!~?Vn!X;!LQo^G|Oz>(lp$3A{X_ z=TsmFV?Tqg*eZRS2IX#qgDa7hd|e(TZWIvMKx|Xa z^jNcY*DC%s1Jg)X-UeNMirYUuiaTdJLg)*4IS^r_%(f>@qSsC_Gll2{D;18IFN6*{ z=hi%2%e{YP`i>D}{6koLbWT?QIf@>z)g=ik#6A0Tp5E~IR~7P_ReVy8(s6}%Uawzy z-n3S-D$H*$<#}JdL})ngKjD?D`{Vhif2QMjDM{g?xVB=##{I&X??)yEP>6CF0R!RY zEiT?Si()5jllJfm!rtbtL+wf?!dK5`dhhv~6~*_Z zK9e(hRVK{O37~KU3#!FR78kAN!=2QbtS@F;$n)L`M<82_ClJ{``9DMnC!VLhfUd_X zhZGR?ArJK_31uY*7gRGUtILpeoIzcmiA%6H`8+R%KbZe4=5nd8%?G8zexwVR zY*z^!jID>^4|-7!Fzq!qQI4QwF(D5ba1}k8tYfxi=t%pd)N(+=1CbjW$I^*_it7)K zO3_zQ%I)Z!o3edIE@qHWQjv!B-Q>QocQ0Bl_etzqh^Sg_$!E1JT-RIXkL@8m+%Q$F ziyld|{%2gcmI*~j&-(^mQK?J$Hq}^e5=?VaM_xp!l+?x=4qEh|K=r-nDcVuD$k#u8 zgT8>}bK90t!358SVXvLB74o$k_vDBVFFO|6Dmp9Fb7Vn+W38<^t_69;LwY_}UJa;` zsLxjH{qI=fLm$+z>lS~k?u6inUl!v^97=HdWl>h%hX-o~e2+k)&k6WUAS?UGdXj&D zbT?33_)0;%8nUmP?OI>a-)@FIA*v`s_#?>wnx=-BAaYLivsJl{>FeAzrLS>fl>nWCybM z{`fNSc3Cyb?|FztS&Gn$+=h{1PWr-OOOlpoRob-A@YZ^Sg+>z#YS^K0dj^i;W@C`U zjKz|*w7$r{j#qgNC9VZ1Z-J!e7bwf~sOWK-*sob9`Sii(uNS9? z@tqS7lpCoLtEfHX68U|zVINGlKB?&(UVmQq@n?X41^2tIz3^JTm9Xy^6-6%>JV7E49V>7x6Lc3Ed&|`CrZvi+ zr_bljY;5d}4AsD^Ja4rl%&w?Cr1?)2loOhrC|`^e>dAFZ$>A`%BdNKle`0hX7Vl)7 z?1Vgx&@0=IQS9iYy!3n?fp{~RcNIq_Iu$QOd=)*VNW`6Mnu98LC@5Mx1Cx!O%vT+% zU0LYx;jrJ~ZZOt;Cu#r{hFbS0J7qVu>eu7BOk`QXWaU)-hvvAF@5WvB>u##exdq$A zYf|)~;utkGfkGp%b_>og z3v6<#rZ<+bZQ~NNIXGJ=bq6JA(k)j_g45lL2@yA!;m4zO%JEE(v^}JnpT8!%GHGE2 zh%YmY6>z_g@w{+&ZXY`~wQ2iHCepH+T$<8fU-s&525jdHdGdiOKbC%Zyntt=4!YI3 z^EobufwZM670zo)n%VvAO$E~7sF3Su4*~aZZYbndYExdc6gwPKJ1^iZ{7QLom;9!b z@5tZ{prisMH??LlY@)G1WSVhoJ26&braa}g3tcY_zE(vM+x(~}`pg#@AmA#wa0hZ4 zqucKqYe}(y)lCjAMX8wz?Jj_=y|a2N$$#fbRSCih(Z85cr8TMG@Bf}lNzOT9`3h#_*j4&us2%vmiVMRo!-Us z2p9W*o`(6>+Y4|;*B<}>vOB75Ee52gC(A9v)6anaPxW_QQB+h6pew^rL+oNnK@X zZ+)OGo&>OPC2@&5_9}h;Z@1!^V=>GD{vUvfDu^o~co^jeDvdX|JlX2|Dkl44G7Lr*6Pi=;!tY$jE;(T=2z$Mpv9iD6j=uM zN~sMB$!Lus<_1XscM?+Vi1?2d%+fqf__qEUu*E1I{T^&CDlQJu(5VC(j6dB22!?^4 zHlW83?~xmk!(9wz(lN}pzAW5(NJ6Sr1BxD&&%X6K72zb%Pmse#u;|P@z%M z651srC;G>=(eRc{`fDkT`}MgKfEuL1rR_@=_(br+RqyYYCvX}7gXYzB9N;YykYSH~ z#(!BslfsrH-eY*ndM3)py44?`Y}Zf$Mx`7v=Tm;v1L z2bS>};Gw}!6^Dvc1S?2gG<7u(*3})bou(0^pv12&ynFVl)fF@Av@h2Up5Xx*h~uiH z`b!m8%6Oqng&Og>O;8gs;kmk8yz9NUO+LZODPh>_Kd9}0u88J z8#O?Y(`JOGh72ea*KM}=u=*v_4`?(Ue;gZ61!SXa7;OU}5u-*PKj!5!N-gHz>Jts{ zXzymgx0_B>L*9a_73Q|+4| zSA#s=M9dA(c9qOMf8)Ak$ik4RKO7DfPz3G)LelvosMLcFxx-pqIhNnGac4r0?Do1A z8O@I0K4t4><6&kEi2#%+3<;qq@jbRslEc)z=iqP}kspUS=XnggDtQo7GQzNj-lds5 z1GF%xX$FF;_#o%IdNjZ&Gf_EC+PHa;%xlqcF0mG;%`b&k+HQYRBIsUEsp-K}q^QXP zQR)ArrV^eRCk0vPlE$O2FO1J!X;CW9c39XP_Sw!imRVY{;vt4$q$6aXw+s~$m+wN< z;4Ld5(K%i^1#AaI;%u}I8CPK&`L*xx_Hh~Az~CZ$8u0Hk0GUYXZRa{auzm+FByfySYyd!c(rU zzpGpMvaJWH8w~mjmUBpf`Qiu6$XW&Hqd0#%vI*p=Plj?NqW92RxB7vh+M-l-od$A- z6EVEPE2QNqPVo!hTi%r6Nd7YsoDnrb!pF7&{d}jkkb@)jruC7*qV_@$2kOWsEf^K2 zTu?3y5vu8T#1XER<(46?Scp(~{)K!@`u)v$q41=41ZOKS(17{K7Z7C)8@{7)SL-MJ zm~Q1^-xg(oLXbm9O=+qkLfvNHodyNS@Qao=!mwUX$fh`SmoGpDd4Y~#&0mDrT4&p6 zO69A7g>@R@?I|p-N@X#0JP2Cmv^K_WZHGDGS`FI@S}RrdS2*OF#bXaDoG2~21>IAE zF{MT`SB?qaH0q*ZHUVi>S~Cj+0*N3&O83A2@sG3&U)E}Gp`IEYBF>B=DiHJcL>yRjy7r_M*6R1p7K zCON!}Cg3~_@i*)~vn;FyGn5@Cmzd+V>sn~PA!b=?}a>cXJB7!8dROd zy#K#yxzeyEuWhX$s33}hKtU#Z#0q7Q!(>1Lh*DHU2!n>Xpp8I4fq)VqAX20esd^Zc zhA_wwrbHzS!7!;+W&(kPFr*3y1c?L0fPv)fkDlH>_g9~L?m7AS?eBZ`khS+(Yp?fx zNyiOsUE2?tt=vSl?Uw(Rk^GRANn3BR4))>+N|*HF3rMG9D7#BOh0+mWMA?>%zI%7? z?vZeqt3^wW!i>?UsBiEiPD{(B8P@~np30>?TB$qx)nc3tg@pY9?}RL^S0Y1kfzgI> zoLhDnoZJ8Iq!h@Kt7(p*fm{4cx`z5=mZg=S`>@R}r@pg+bua~QR9UaVV# zkcQ8F@0n_d%4cvdRe=Iz6Ve9Y!MzQ`cxOoR$g~q_E(#9|S82k7NLMC&)Zu=|xS!DM zqrD^fJY5W~f&fA|gJy9eHDjd2gnG5pJ>blYIWlC~2EWT1S9^?0?jX$VvItp>FQ^s;*zg42iKdJK^R zng|m1JEl}uPUNtC2`RMY#66F=;PvE2{xD)?d}UrwA_J~Q0YFw3xR?h!!)bwt3ik#R zLjxLW?cHFqu3NpW0m#d5krArdG$*|;(NcS5EL?{AcQ0#OvE#yq;+6ZDkBjhbetA^} zswp*M#K1t9DMHnet^$e-0`lH8MH%CXbdpIaW1nD1G2Z2b^xc95{Fe1s)UJ7Xc^TtG z-69q-;D>O^9V?mrn2*C@1AUuiv}?S(@%-{;kN`C50a5_S6+V=}IVck23mazc*!tN# zW)jMn;{2F4nR%6%`BS^Cxl~t`H!*!EdSzyE!{MHw^+5s&C`vc7kmphhTG!_tOYiq)j^a0o3Y`VDJI($xWb$82c}x#$=*s zd?GWy@gS!z8q|fh=a9aG`18vNmcpt4?mP&RFr#a~R~uhl5V7b^#y}?G$CK~5pdRN3 zQ2i6TYMVwBG%ZZe$zq89Spa={|MP=uPkRv&{gd=|NTjFYh=MI8@o_9+myYE`RDP=o z{V$QXKs2fM?FP0K%TLrnOUxGOqtQk_dP>7?7*7H`uOS&Pj1QNH6NIQLi-`7)7f|p} zAe9spc7#Ba=zEil4SY##xRv$Zl-ZIZ2DSpx{4 zXt?MF*%t&WiJHaTA;mLPE#wHVRj^=5n}x+;Km}%lawlB~U@+Mg6_x=cuStSvv#yPGMhO77m70qg&U{pN9lDKy8fCN z^#&w(stD#J+-@E@UGYdPKG}>z1FWZQUV0aZehM!Fq$GgJ?gu_DS5A!<>2yK)v9cr6 z;bQmv$KHlXe#=S}RzLg@r9$IAQjh6SBrx);AJ661FGh0}7}tZ!+D3|kXFaL_`hT&- zCa8Fq=e5)yzYNrYq$DY+OvNmC$urApg7|~qWZf=K?v<$kXKE!%1GZDegqnnY$%_;) zqI?=6mWJx8M~c9t9+Z9JOpd*Ony)_nuz2y1PFRzro~vMtk-*%!p2@rrJ5y=S|8VDP zapW+FhQ!_Y;FsIbz?!LK7zDYTV z2*lTZO}m9GU}DZfP~vEXaE6M7-wjvnf@Ui*bkW_)UDayXQxqa9PaL-G&s!}B@O~=x z(q;sYm1(-B86Ndsy}BMXs&)4mEr9eIf4meCXs5%^p6)g;tZ*RoK6qPO51^0n_>NmS$%D8lF`_) zDE2~{3Gh*8Mccw3wUuE9;|2VMWBCeLa*j-P29Q&dOEau-?e_2vL9AF%P-Nye*xEJkk8kuP+wJ+^YzA0zYU-N6)LTBaixPMM8q8Dclv) zdUv;(TcTNLCDOhI`z>@X>`F0IVLwk|B7+?SD1Id$F6RWeCc?Q(A)V=3*Luk1tWtY~#~H()czUEe z`cxcmu)?UAgR3#{S7mI=L7os!kZfTV`bu=J^URc>3WZf)J}yo6?acbABy>4m%O<8# zw1zicUk~T)B#91_r-f30Ja`rZ9WqLQlBC<*Zy;&gEbMtgSU1b|j&sOn6sl48vOTf@ z>n=gltfQEw2^dD43n{NqN0CI{?oyq~LgjVcX{Cc_XkzKDB0=S?4(1JSz0$55Qu)Z2 zK#@suKgW$8b1SC0`c_vuFBgrKQ|NsFcK|LlW=+5uSn$EAt|u;64mrvK*`n}IPrE2 z-{%7OAezum+L z;HL1%N$(>P%K0)>tHspM2kNq*&v<3Bn(VSj30=hfF1tOcEOF2BED8+JJb-9E`}#wl&H z67&*x#6|EUXikvCBIbOmTzEji3TIu!c%6*UUO&Iul9XhV0BxB~e+vMOmdsR!j=?Fo zry@)RdU%)IzNOxCD^7cdnSdaxdmekU_6~S#=f@0`@+lcrAY*z_++!~x5hJ_D<~Q47 zX)6n%t8}W0JRyH=W(HRC)Jk%2=ogJvLH>Mjy_N7csabJ+$IQZ@=`+hC!d>Kx{$x}l zGBRPcYoLXw50@CJ?Q-^VR^=YHV-Z>qH2YcAN?1ZtEgy~z6n*sIZ;YDvKz27 zyIL^w0wnTi>oc$1|21MXpU>TT?DVnXU_}^Y&71C4*>9FX2e?8mX@n>gx z4Sisd*}UQtPnvMhq$}|1rvt|l>VjhNYXRv;8fMfcbiovoX%+2TESloZJkv;+ZeQJD z0ogXwQ$e4i2@_Jm`o0bXwvAqG(K6bmEf4kD$tsk}ueM&p3J*Sewz=GvVOwj=WepsL z+Rj>)m6)0erj*XSPj)4nk2nOC8x7fJavjb=#>q>S)nJFb zhBg=+wl9HKEU_ACdLf#Vg*G`;RRKoHkllYRY@6Q^5kdK=xw80fT`2D3u-T(0{9Axn&TXznqJj&WGiGezBK7Pir J)*3QBS|F8e&dOy4$Tub(q?7h~Vwbp(AhLxxG*DXYa zrG*6q1VpVYO&tXU_GJkO?78{d0pLn^llfVo*%RhyVJv{@JH7zC*zaRxYa}30pCPhy zOAvVddx)ibn1H~+5B$G9UBNYX1q3`qtW1rZqr8?VBCjM|ifJ*-Nm67GwH=D9reTT~ z+$muF$g1`#+6J2L56gB*uXM=)&BE==#48UuhztI?=g{~3U2$Y`0drd+*BqDLUNV`Uvu-3-OjHibt ztcJL;Ummd1qMRyQ(u1lCeK*&gYrNXm9&&m<#et_^$a`i>dhmPu`IAuheUDFVN+JcX;0r5)p$-n2 z=PpHmfhF*c=y=cOG?7b|4CdRTb~}1x@DmF-Fr-qIOam`3{o!Gn5j92H*?_yPllZ#Ej7KFDU{)?L_>TA`}3fqJ-3&%}!6y6Bn!j+MwH zMV}gx5!cu|Y<9|EaZKCH&?6U&_UQ48qklo&S)KdQKh!K$u7)0ODQh$o?Gpkz`4EK| z`I+`1Y0uC)ctWT3rnaQw^pAHJc0v0lM=deU>5)0X8{nHB_{&{fni7|iFDtYYi~TL4 zs9{t{jS}WpX1j0Gndq%;l}W_8WFSz@RoO4y8O>WucAmJiTDFF$VkkK6Kz9@asszpJ zs9d|GK7K6^1x)VNm#6L8%gcX+u4&q?IV&0Ti%UvW_LA@Sxyk{(y4vexZFE6g0d6dE z@6L&zQ(i|XJRxMow0y(rpQ?r z)i-4td9`3dH|yA?FD#iWvuCN4(Uz%|;qgf3v=@DHB5-QEQswMr z+5u5{S`ONCx@XBSWB?o2<_2vG)Qe~@=9;%URrgmk|C;^T<9{J|CTlMbSc%-l#@Ma0 zWk2uiD&oCD6kVo9x8p}Qv?70+Mq4&K3M&6@S9X0L^#+@G+C26f z4S`oi>Gp90EWRYB>BWJw_IIoN{-XRRxsz>A{ZT`{=%XHfvdbof)?X5tnp?ZRr}52C z$2VSW(VdLJ$X30$x!M9k2tq6m`oOa_>cQChE#^}9FxMYFy%bqh9mt;t0#H@GH|LHj z^gah)Occ5Ia#;bf$0uC9+&G7F@ocj!ECK6R&aB5tIjkA86`>Dh1Wm9?czg&L`t3MY zvpFUP4^azG_>otBIKgf%A<$q{$T`r>8xHn>hl*wizldJ%ntg2Pkm-D*New+nzBBcD z(O}2d2)Q_T=d>reIEjLxaIOdrB&8f|ceryJSE=IK{^-M}ob1cY#{})Ez)@$swK{*Y z=BqMl&|o*1sG9SOSRt#<;+9(}!GG3HEXx}1MdC2fJV?iCRj>>3tqyvsa9RjC=%1E@ zd>6AmdCkM;mFN`wJYr9H(-N=|u1-9kDya#TzG49*`Xa^FTIW|rXnS~l$xbs+2O8TZko6mB*A>^F{ z`o#x}jL2%clKb#3+t9GNgde$v_cgZS^7#Qqwh+SC`In#ZEx4* z(d7^2bE!-MQL~_K$%0(w;4Ptyr2u`!7C!cMN1tr+^lVmW`!Ni|_z=D`XAr}?m(<)h z5DfjBcabO*?hPIP#qZ+WHW}yRScmRG1^$||E1Pa*)k`mIC7tmSXip0`dPP{hQ)F0guW-C%wuz<{M(M_alQCS zQo{Ou_5xjNm$f0Q2j(6~+u^M=SRFTvf6rRd8PK{JCKUsOQt7B1bujH zJ3ALR)TE72FewEJ(+aT zr*B(BFOs=hN5+7c$@gbIJLqhrwRleC>gG&*N*0lded|xHZ-h{XynB+2LK!s3rZ@H= z+M3Y>d*Vgd8rg3M;Z5ueSNFFHib%DMvw0((mv;lHL)B_k`EECE%zyAGXkOx87>GAd zYN2D|2AZ+Fiw1?+&4tZcu`~X=QKK67#|@LC(Wm9I(r|T9UY+>>zlal%S0tl(Uty{u z29l%VpNNM?8d#|ag^2ah3p%jvKggxuj~KkI@qp%H>TtJCnr~rBK|$Y2%b1v$<;auf z=^K0MUF~%x<0D~UXvJi7D~R7 ztQlwmdlJEOrYxh@GGjK{at!t}itW&K_g_{S9OY> zltLt@h~1iAxk6h5caBJW68|<;eCe`8 zmUyE0UnF6lS>m;=@J5;=#Zsae$DS_|&Jng2_7Fx!qZjm}SuBbMOIKX6pv8CgdXerd zBo#ZeU|<$#_wFo+Y)>A+iILdsqo8A|)i-PHA225`%NxKs_t>VOo1%iP!PAlrnAUu!>kHd;fipVuAHu# z@Xx^|e%G&h*Hj*=cqlG=w+o~QN8b~^2(5I=y^h5^eV=*Y@A^`>!l^;lKg({ zj=GV0-KnQEar|9UisPDzkp|vY6$N`KacpU6m5ek{&QOv{)$a9ncMY;9sw~61u`|nI&!?qomi6SfL(@ zCdM4mUw1BZ4bPN4B7CZCe|A)+u<8-jBVyMi1iR55hLJG2SVeTDCO&;Yo2#E}o4;*w z@2+sN!wL+PI~f(}9B4xEby4q3UnYEk=6T}kA1nTzHPY!qi85LHRW(AOW%9I8BcSpq!qE0>H=*x`v%fL`l!!W#`L6ELaY-gv!gmf zR_Fd|JN~(GDXzlYWMuL3+Rno(!ViU`K>ZzCB9jY)8-5o`-x{=wpR>5uxrU)`zHkYAm>ZS(B{GxfFIo;)YaYiJ zV{5is{CT0EOrkak%x>0WuFlHE{5ackS;I1uj*3R@=GSotFfy_!sSLFXA z(Ds+*UVeM{#Q%5gh(Kj!C3Cd?4s(5B_}y0P%==^!=Hgi6y9fLM<6X`gh0=)#X1X5J za&5pwtnKNM(>Ndz?9XjGE~V}jZk?+JV^bnaWHf#4-#q`Fw7_g%j?j^!3zK5vhSU7PErG)=M|= z$^jG{DUQdXMuKtSzxNS9#)Oxi>G!=aCG2)ECfgc0%t!(w=bZcDbNmA3Th_JTv!=T; zBC$|XC~v2qS1A13w)=3tmjB!bSKqcwb;8aNCFFzXtQu27Q^~G)QGEwH^~~6@=DN;Q z6uhJg*1?{NF?fxvrL&1nc3TQjYrQ(02Exv)dfa7OCx!Gn2yvARw-6)rO$4>~cK&=X zVqm{Zf^bPLqNmBw%;&u8JF~l$Oat)eMB_l*(Gc{$rFLfc~G}IN7W8 zc7D*gb)-u#NP$IYF3UWo4spS-6pnF=YG9i*LtY!NlR1u6LC4~2IP@cSS6)aenh{QN zy_Q6NCDU65mgy53eOm6L6~}Ee)H74|MNjs4r_+irb$T*wcy`7M`Q#JxAG6x!}|9i+a0eby3m zQv{2Hb_V0Osu<+D5|uM&ENu-#XP(GhiF#9@;r&eS!D_{_WP8-gZK^R+t-Ujby)iL# z-+_J8cKC`&6>iy~r$*1W=_@c@ohT+~ucdM98YMsrVsx#mkA5QMploQ|_WBAq9xF%c z-dq3m^@R_e+>MF&I8~44_1UJtCC18h7q|bzW6?Fvt)4S~K;;>_^dUrb4k^o%0=N7TX!Qjlo-rb_esTFiQPOSI+)5MG_1g9qPCItuM zhIU4?R*gc(oBWuVcIN7Exse7A?ddVmAZSIhqbQ>#z9!BXa)%AuTu`oCaii^#b^cU* zXI6q!3*IS^& z$*heV(G}Okru&{5xiF%sI)Q^Rh&%CtTrY6&G!CVH29HsG(H(<`4EV(9oK#S*Tu4qtY^0Mcd*Tq*Jj7vyVs#o8M-d;Zzxe+iIg7g+iefGr` z?!r$6+5eNIuj3#gmG+YLIScQv6R_0tScsWWj=nbfV#OQ{JNR2F>YK&FV{8mpv`^FnZ;n7l5?`t@SvZZPisbqL)hznq%lEz>r3zQ+`iQ&~mZr-gFtt!wVuWf)jn)uo z>DJ@8hPLf`*!)qyxQHv_pNT`KCHu;~&7U9r4)K2=0*Vgo>TW(F z3K`c~nuhGoLaMO#=3~o>*WP*T`8hub_wzO;BqW<)#Zf9D)1T6uUy=}WS>`E=a95Q;N#m_n#r4NK9GZ^4}j)?_o zbJKLDEWuwHczwalsAJey3$QDeAIGB0Pn=bBD!M!SB^!@|gDfQusVcbFyb09??{V5U zZ%Tgg6g@%rVY?#*ZEu+x`sdGq(F%UE)9iTAF_<06UsYaTDdI|iUj9AK1lHe;4CD@H ze-!%Sm-y2g$w^<_MQ(T4th4JvSi78M4mAn)Qu&{S1XO|Qo#nDidUAtzlm@wtcW$H6 zgR|&b&||DBwn{pA+%t=EaEK-_%~Gfj=`63aU~QME@yYfSzrT zEb$$%KSpV+QYhyPXxd6Gt|<*~^GiE~-dv zitlAXgs+qh$%D~+{vJAF+#*??8(=j4z9$=?(NMrlAG~w-ghQ8!x3ji1^kcfaCeb3} zscf}xW|LYEFeC1)#}BmH5MG{9Il|?7SYzmSx^zK0dUN!A6#JE`&tlYFk*wz6l{>e? zZJg_T$s-lOmWtJgUzu&005^xGEl+_wJ%2(u$uBXbhUQ;Z(;3)N!MvngZN6H&g{EjF{{Qwt(;J zs9`xWhJ4GV&4{>H^xZ3}@IZvOC0K?9qTGYSE|lr&bJvICV~|PAxTcZwB7X`SM>m&# ziC~QMiaEn!cctw=;+)678I@zu!Y2of62tq85;I5YzWEK;DOy7Fi%|&4dh;~tt+;1m z&3Ae%H7)5_(bx)al7!1XLBC^yaiZoG8lb7f9IuJ{&kk4(Mqs%%C%%p@|3g1?+q>Mz z5u!0a>i12FWSb<9@N(5jqa$Nfv4+qkXZBsuFT;&Kc09f2ciGOtvW+l?nm%0#pU^DN zqLbDp$Q(O%D_y?|Ha}X^k)AyjBYkY+k&xU^N+}vM24FFtzCsq*wc3XBnL3PQ*3wsz z12v(_bxgD@WP#SaG`d81a&+y}U2^jsJ3{)rHW1f`UoxZ9E6jbcoKq~`Y?G;U`)0|E={y>Fsb=eDS{2AWSCNT7U2R4GVGYb2Uc=WwD9o`{14cbzN!}QHW=EE^kHO zINx{563Sz>N+jR3b$b}SSl=}i4_PVAK5I$Go1rbhk#I`R^kU>~*l+b3g9?Zx&7a7e2!aOjvAQGc7i!FT2<@RMVk6HchCNV_;_J^ml%QO)TO7T zzX&v$U5`(X?C%9&Gm!!By55RU@(K&o8oiz(XK+SRGCoGV-q^ct_oU0={U}Q1!;b<*p2H1ACP@QU#EEyrXA+2?Gpy zqlRY-k2Z1Ci{mb9*J@^+D1oGGt=tjpm*!g^4v>MW|2Z4U$4afcfBsALJw5baZao`~ zR$p|Vo}_LV%*3;qPrtyt8S=p)-r*ImpOm)YRD9TZz!$z zrxVvO`~M{zF}4!GyFY`l&<9)&+peJcP@dmZ_P;RiEf(=!Ay4%jUF+ZXLURgn%@K5B zHwgotkTs0&nCzex$MmJz5gh*&=vuXB#TBL0Jm){$t$J`cKl0RXfD9=h5EA%5VPp4M zOQ=GTM{uWB4NxB+Gnva)_ys86V$a^mB)-)Zev+_DODLAk(~`+{+8TIxB{xaocmA!& zRW~!8-ADvZJ3-{Yr)R!xvEeY=!-}b?so)a)K2Lzk?0B439L_!PM}+?fCJgAyZ)z{a z+9Q@C#K^((lJOm9E*VO7eMyYuTF6J1V7!hLCbW6Uv#Si1bhTF=SY*h-dOey#r%&4` z>--9zvZIimU9&X$SbUwh3lyPukJT ze#y7y-^U1N_2##P-=RkJ@LA5uoinP`C6ZSV zC%x$17Jrb?;wFVQpl<2-+j20v2|vI6vb9hF@l(7AfAjlakqJf7K~#KV(*ijQ^{3*? zOZR_N_)nGp`xRZi2Fi?GAGAm+`x)wYz8LuAXN$~994pL?UAB!lR58*5RR7ySbw#?7 zEY+u{PMwOM%Dd=8nTecQD+}8wY>SUmam9oJLJ6CP+Ijo#1D{Pmu>A8{lx)t4d~M%h zVExJMTOyLUlNRaQBL?V`I8g^T4|H8zS6_S)R6k9~N(G*Cb+CWLjQy?51YZnwA@YhK z3(V@V1|^ToE0N5?0`0iRb#-2-j~g#fS;rMcuhR?YhhrB3ijo1pynFO|(Z-|TB~sJo zHa`%=a|V{k*$@DKygMIN*)-L&Fc)2E_nvvz9;43DkB!Q zk;{8g3f`(oX~n)j3|?Otj?;|6EH{q>+7cP-A=cu%au|Z=vy=b$$*hc+CZqM@VRbQh z7a938*kTAZuA~IB<(k5$WP3M5a>QPMXktOF7qACOX0T{Jy}AC3=|clvXZ3sJC`3A;=m&X`uFVTzonJGrvb_f66&YoXlc$Xam#&osU z1=Xi_k>#QfqJPpOM5N^J8XZu3Er@bTgU`#=rh?$G#HSsCqsRo0b|Zz$(Hb^PQU z12J-yFLYHDe7zg%%&2T{;11?8_qudBtFc22x^%OwLZW3RE}2m=M5G5DyTgo z5OTf0;E!IZz|+o;Y%q$J+VMz)KY4ey>1uUp1VG(x2B9Ujg+z}r^7O`{}& z+5Ybqb^lmWMX``yvbea3w@rAstKfir9`cW@a*hH?(3!`8nLRoqH?K%Fa!le8AN+jL zH1f};?mEFZq{=8TR5ZdW@$ReS5R@Heg3q|vhY=lHi1t5^q~VZEv~YIWmid|s6VG9a z^yMNCW}0x^ zZKtaU1~(2pR1C-o6=_%b%x>vDWaXbO1P*2Szy}E4muqDa)H$SZR`^MDMe;mty34NB zD{i}8o;%|cUqRGc-cBPJp4Wx?dmpgsoND!JT)vH3qI$GrQ-f#IE+bo=o~hI(}RIp9!=gaR&SNKlwl@@zPa5+kD1S7bnsz(cqzft}ty~J!VVPZryt=MnmeUWaQ?v1Ly z%*@O%OV+ZKx@CNSAhrJD4Zagc0O^?aTNaRYrsG3Cq%rvn?}^p#+oF`-mMLa6kUDTf zpzVmo$pt8t=fMsip2M46aIX66--%1kmzGczIw+l=AMtbG1o_S2OXjXF3s_ZxezR)} zU-KH7lWk$|9<=?NNLxpUqYB4_ea*~1292*D!>l;j>T_%T@~f|Ij{N;Jh=e3D;bURk zofq&=n+x>6CTbs816qD<@^B77d?+ok=vw{&O{ub@Q9cV(uOI~i8dj@z-~?x6_=Jf? zt51o)yP9Rt1pY(k5IRL2&SQg6_lQ zk;~D*29WEbGtsXdu-+4(F7h}1U3GSbF``Hv{y*MWV!sKb?g>j z4Kd`+);T@Wa>@*#R22mmIUgh0PQ(R%y+O@FNSY?Ug)t1*)}~dfg*&9reBS%!%X~uT z2q1DNR*3Z_rEDEKj<#mYb@ot>AYsTppk_ffam@HCiL<;`&>LA9Um9LlY%AxI%EjFl}$_NUAOGPP>_L~FrXad_LBVt^#$?I67Pn~4tk6KMvAThWRtGzdAyV-x3KJ~Xq`y-3aL~sNplt>!YeqnQcZ0~ZwJ7Ij{ zJg`kmVd=UuvR1CM08G2}ru$;=Fs}KNw{VuZ)E+=Ho$Z-VupN%Lgg8+~!(0O@#L4Es zi8}g2n+PUSFn)MW^_@oB&_g#|f18H1<7BwGVt@-2O&Je95C~}CJ{rx1Qhv9SAj9k--Cyu_0*jS`6JZ6Zx)ne6f zi;V4%s<%}k2ub{{4;F2w3pB%04$5PI{geFii`w3%J~c1|W}T}V2^c%rkI0D?Uuxp> z?|IMld3=-BAN)uZe zqz^xU?yFsBv`L_u^nejP`a;tHqrQ=M25wG}+xg47rOMRMZI9Ug;UEU-R{DJgqXgjMFiu^MFS0gg9f?k#*PcoAFP5N&d zPl7pp4q~r z`)&KJWIV64Sqy86z1?v}w@K#y)vg1j&dd9_C5RR;GvkuZ{oV9R^Znfw>$eK)V&15^ z`T6->muj_IUK!GbtsLjMvUj%DyuziSRe;*On3^#!STyC7Dw*)3y~OX$8A=LDZM4~@ zik1s4-X;6nx}`pg-gEqNDB{$q;Wc|w)}`pLm*fLnuGg_DpD@{29~4q0eToJm7zk+H zZUlYPg4UY{r4L2aVw4SI`X-6^=dpn{NP|J$rK!d)GKpTR4z2yeUc%VO(Rh#QL|Dqw zj>EFJpvD+BCWCi-DCa4m>ta#THmB4(oH>7`o_0PprzNZk%*l0v{ButvOS;pOh6bI2 z$uSZ~0a*)@$gpSvpr~ zc-x7#FgN-|t@Sbggo}&8ujYKVkCR|%Iau`)6fb>agGtHF5AOFSzmy_gv;$LNvbWb9 zU_kXY1n@;0O9WV|>l30-3J3?=gYaGtaMqu2Hgb|z+BUzqzT@cOI^p<06{Xe`t%OqB z&$sm~gbOJkNg4mA|ctl{S zU%vr)DELEhTM+v72HOrc5RUHuv~!gNAYaRus+RQff#MQm=*FWXosm}Z+S?y6Ir}(w z#dxW#O#gV*JnIj@&IpKK@$@S+2y zp6Vv7pL#BO7yb>wZrzKRV-zI7{4x%V3|y{(%@=OK^di1e)yf`yC!T!Qhn}bYu9v&G zlgh_0ydf)EZr?=!|2!+{iZJq@EoTU179JQI+=7<%7QYB8Ny@)RE9#5$P}|MRUubM8 z?;jk%K4K0Mb8!*H7D+QB{RB(2j7x^X?+UifK)8NNV2FSD!FlvN6!haEnb#KblCECf zKl;_vGL9ejk=Ne1bx=FUgBZ-ltx6F;uzd<$eB8i(Y_Ss& z%+eZ7$4;W!UxOECS0}%3a&+Q%C$<3Z*>illIy_7zermMsF7V}UeAwu!a#wJ1b1SF{ zgibUYYRg^?-7s@n?>WsezLua@tJhu>xe;mnqXdy>5TmkvTof!bid&z}!ryHmBowmU zQB&100?VI zh|;bu{`p*2zs#@TH;B0Piaqt388-+u`rY#~r$H%v>SdJOFwKNWer8YmT>Bt#|M=audql$h^2qBHHSVG774vEW^oCFr0oGUM( zA9-naH?4#hvCF3gKc|6w)~!$e+gG*OGJ)Ed^VkgBHy3w3i?-7JnCEd3bP<=L+`+Y= z5sR>$2UY4(>t-26k#yJK66#7n(WazRA}$^2X1_D8Fa<7Fc(4Riu9kP?4@d{v>U03+ zy@q!ebYTl~hL+B*32&G3LZyvt#niyfdbF8=kjfzPeP=4t7xq5njGHuP&3as^q?R^NdZ6i2j$j z5hw@w@{2{kAzXK1uOqDa%~9_Y!_4nQssy)lu-TySa!=q?19nnFK>412`nhxFG&7T` z=%vwIXWa~#0i$DNNo6ohci1P`tOP#Ze1JCOv)t}fwN3EY=2Q}X-E;He?pIbnx%8&SraUK2OhLY5oYG}Yp|kR&7dL-}ZB_4<!Iy?BchduBx(7r+M?SNdxlFs{M7?qGfU{x4XJxzc9lBPURDQ{V10@nou6pjD)E%bF_BA@X6_Uyk+^aA(ul#uT$oaNVr z5{p#%!jjZGT^a4$83s%PaHrBGUUWm`vH|;AiyS6C$sFUpmJ>AAAi)G2Ebkf~z5?u^ z^1a0jX+si`5WK$ow8U;j!Lxy`$yb{uBy|eT7tTI8ZS4B-NB5wQO&o$$F{dsOdaSm;Zkml(MuJ3Sj+_?61 z?ZGYGsrw$y0jw^4oUQB;*#brH9}TjRzs?6J9~qY?2Arydv~#=Ear;iI;nt+ydmD_0 zOmSPJo+WAq_hLkLX@jZPl6u^m!10j%v>$a&(7UT~aQ<+D&2G%Z zU+ni4VN7R-)0DtjhJ&?W6aP0p$llj~S-L)c%uJu@HbEv@56 z=etFF&RFVGn%V$B3`ihtU>S}vulG47U z7qOiQ16=6UQxl-&s$P%DRSA{h*h_0C6AspT@Z8&A`JNkf<oWPJ@0zo@H}-i>8b(B`pLtRW z{DFLJl4<~%i629aQi#}5-sF1P;mGpyor|wXGzuXBHvlV$@3RHnH|U*$OT}gGsH2}v zzS(j+ZHbKMt&ADBgj#H=-{ap`$)HZ-OeQa^>vm)$;V^q;M1+a1%r)Np@WDFPS4=ew z&0j=8U@@c6PbrNJ2du!c8-QszO`01$ZdRsd3VW0Q_@tUvAD)@KvL2GuR9b0YGf+NI zMh4C&nUw^N0^%rr-H#oM(heG$iRAiclQae;&CyPbX7vX|-OIk8L-YQj8zn+h?4GC?>t7{O$2EQ>O`1Hun|MC4Epyhdf zdF`3rK2P&at;=DMstFKR!-;U>Ih7Vj2rrm(n>|%c8wQNKn|FY>)9sqI20#h}40GilM03SMd{K`4>1hKEEJyuFr6-6GeYDTLS zE2F&2Ck~-Z0P3H+1Lz1oqFK%Apz4i}xIEd*p~N(RJ%QL^ub8Umi_a0$Y*deoKc4ex zf1M_mn}eRHqSwNZm6iVNVnojV&U8pAuza_o=l5#sf>rn9La12($no$a`d;HL^UYci zsb||o#|>itf$T&^wWUsMZ%M^Nn(W4_(v8e0%#gq#jwM9Hv|p^q8bDuGow@6$9(zq( zz9();ENXo7W`Mx^u|~>r1yqDx{TecW!d8|gu*e0^9xY2{UxZ%OUYl^-2z=_dXo7il z!9F4U>M}O~{UWPpcQ&-JTtl!sRyKHW1xwgR&qoq`^3s!M9L-rS{Rg<*FSD(T;FQFA zKxprE$_r4fslgL(Z=@D~4BBcArqb>o$tjAoOH;j1>w`pt9Wt*(%#|Wr71A!~q1I~gIJXtTIt%exdbtre2u%Ot z-BTF$*D%C`xx3#hr~fRf%IPNfyT4l51T*;XXTIE0>I77jL1`frT=tI`OSX9`qka3; zFFW*IE5MOENnE(Nlbot{JA9=wMver&2CgK!IGwmgea1*sn);{`Z-jJh=Zg;vz>p5{ zI;D)#|P6`ZtHH1 zS#4iZ#wL#iTK+TcL^<23$D26yBO+eN52K z3g)oT1dubfWH62#fi1~Xt97ROsw9t8-}HUtz-o#6Y$_Ei948DDG4z@_08sYJW=@gK z_7Af+R}Kpb`2Xn;M?y9M2-L7Y-DiC-SoP#~(OoF(AC^g(-SQm@+-Lcz&9Z)x`gW(h zZfxu1m3D~E@MQ_Z;Kpw8Yv%_3#>LEyOP|ecOemWcuOu96Tcpm)1#?vaEU)7kUT zkk`IZ&M45*qf>~RRfjebG}XeXfq4c4>Bhx#DTy-~x>9W>)p+jv%AO`iss;jvk`wmJ z=-dcIRiByJEj6jHOC6~UT)dpMTWM>FF>;)6m37XIx(w5EdE(hRI{^#Oi+U$Uyu)yb za+V_Xi@l;=R}%h;OK_$YyBH+qMlaA+ADyII_07Gp5INN68yl^^*0CFmy_+!cK39b~s#uR6d zzpmdkwnK{n>VarZ_CU0YMY4b_eBk5V*gX4Vo(bZb(Hl(Kf=_{5bjFjZ(}Q9CHSJq` z&;n`t$Ae^3dlxO7*3myK}jofjWPQbQ>ml*Bf$A0 zJoc)Ti8(rL`+%n*!`Mp7CU4}3`Vm5_F!*n?>SVP~#uI7Cnu9AE`51v}N!{$UXOUJ~ zxaBth>(2d{i`%OcJg6I3P{#dYt||iUM$gv^m9db!Y%+qTu4W?j_lkF`Z^y2C%>uE~ zqb;OjWW}Cs1``clwb{OUUHAn(5sewlGp_i%?}N>H@?-qy6Y4}YL5AKeE5B$CDV*O) z&Fxq0-u2eI?ywz`8OU3Obu@O*c6{Z>5rbJOi#fqcF2Y~xk-Y7oZ?>=eePLqJE@0=B zO&dj)v@i+ZmQOhMlzRDyKttP%hQ7$4sfiU{{_8gc4U@ZhjrYqKM_Nxih+idvpsHwx z{3_hUw4wOCxPts~(2w2PbN0Ilvg+7qq#At+rG`dAUV-efwTTs`d%d1$SZn%#cPNrRa%TF8PtPYdK##~IJQ()UI;5+a&(~}iQ*6LWx zkV!#&5T~z_BgcB3HLuaY{U(?|sG!S=)t>;0N#LNO6Wh~k`Gg}sYyXp!IbRSUiobYw z{z=2aNAH9kH5|B|U2z~Aai(+u)?u@gs44!ue7N=?F4$h`GBQQ&idKkOc)NoH>4cX# zgY->HI@5e&I2K&vH&8f`3POduHfFez$GSpyGh-Pp>|G9d@>isvKyyfMhDY9Nu51|K7z{j z^KqKYv=s!W$hJnpAb!f#G~>O!o13V4Wz5s1IB9}~!*?Ys|B9J^YhfEB05y03#=qKA zA%MiUyZjp0%-9S7bUL1aX0P#0HE+$*oLz$nD&kpsd(QCchK{MXfqMf{{pG^)S)`%p zc{npq`l>m+97-g{%V*o0a>)gi42`HZVf>>W~6dL+_7LM%reSPcqT=TrNFV1X#Sw8y)P!sw%6N-n# zWOzvyNQiW}TI4X;##_WUS{B$Q6w*=(2Q&q>!2wVX|0EzGI~cGlJeM-CN~-W;+&>Ea zlXz2Syss#d`zey0>a{LyJDfbGN@)E+wuTJ~g2NS^u@&?mHjJV5s1_Z#h;Mce%NW#U zMwth-_|eGdZTjvt@K30LQA4y-q!o9{q?|Cl$#JJt=_Fiy{Yu~UFMP+-;?p3XSo~C- zL}%nW+bH4mI@`EsGM2Gq@OG3#{Ng)4`&^+gkf%tVzRNF$j|V%v;cTfVEXfO2khj~B zK@Ech9chYt88N53^0{1p`G~ooc_)w&89u*|@2+i&MvXhLDID`!Ombg8mNmvdAFD6^ zbGO00j5B;%IF9U+JnCeYJBM z=<5HCw)FAYGiUfb66U{kjQ9WbeJruRWeE!YI{5NX**NvT=BY5ff4{yx~!n7 zO!eyPB@wb-%pZ?4Vte`Kx}4uHN3YiarnhVv!&{Ca@!I2kfLCo2P}LoW)x0|9n*+w^ zx-e$Gu8`Nl$cMm*W=emmn!F=$25THo9JDRkFbXjMdb5f$7wk@v3;M<-#~wiOIXHaV&%4 zaYShw1Eb%r9+842=*RE;Eu$U#Dp;Smp2+14kF1g0geavaK5%ycXGlAYF+wBWhNo`x zj~0)72J|&+kGan;;6XF~cRW9s+igdGExxFOCON~30Sh4EtxJ*fby$YiLw_z`T+JoN zVigzOkIqSnFGixswdkyo8=f-6y@(u3>}Qq91?xZjPiaPr^%iPP5OPVfBwRj{(=rvN zYv+7@n5c!NK75CHkUBCu1)l>5TBXukH!)i<50CF50@bkTVD~=Y-Q!$Nx_)=N=99`tNboPCIR> zUnJyGbZ=*OxK@H(2>rANk(v^sFu|?SqPc*sjh8|Rf73C&v-blap%g>u1t z@@#7jeh5NXIE!ypd0%t`Lh4=hND2HhFXDBen8u0o?{paxAz|n;oi@I7TWV|fQoaXz zGg+r=z1OrW?qR-`VHyxoXHbPLAT@>>KQ#%ZI7PuB)1!>$AYWU8cl)=^s=9J7Dkux` zd-Ew3tf?X0>8VoG0Xg__op8p4zFyc`7Goto1=4+^Zcp~baT@z)lk{gEQu-l32AaNuz#rSIN98PwW9TBF_nW%7wp}2%=eyQ>?RrI>=&8G0Guqir?&Xu z0s#AZ549iqKtq3OsB#%KrkPV2cm8KVLem0{rNRwB^wBwCqMc- zmuRBdJq2FX#}MNWA`4JIl3IzGwC}q?<_NoN@j}RLu&hO&P^oZgW!_ za8FJ~(S9KAv!PDXi-i^V?h|KRjZv3|>Mj~tdNU$3>8suuJhN3JudDXcSI@+HBljZ> zbcyAXOJf}Zd!DW$wGGPKf>qx}j*|3)C&kgtXq43Z8LZi+kq(}u_`&bT1A+1c8Urz4 z44`($L>8jpJz=OaGw1b_dmUk+d~Kp{@zl-g&$6^DcPl+BG-)9R0p)6-PTttqeTbzQ zOHAQkQ@>_5p2rEW_UX-<893^?0y4-&eEX3)b4{Pw%q=&&jxOyra&>VOUdY_(bJ5n< zmid%XXf>W+eXCb=T%|7|jTI^wGL2`_r)e*_z~0$yf^qoMi(9tD z)C0fD4@)IU`Lm|*4c%Vk+*900@JTl;apX2y^rnxBUB0#tye$>vU;74&5=$-#P2m3R z$}|azQ%x(6L!ht#|Eu!T4XGy>R=2!t^#N(ezr zo)Y&_oP@d6wGkV};MVMNEn&A*x7o{TfUzRd`a>F>zh%&yd(#>>N-s<^r=4vWIn*94 z$=xnp;bwGLv2TuHEu0jVT(YFs`uCf(9Z$W#wcO3lg`9;^W=B}Ef^CpUJ}*<(&_8?B zz$8;%I-a$J&SreDJ}aGt$V=Xpv-5C)IB}B&w$o?MB&9205P}5>lpi1Q+Uo~Wf3ToC zIAML*5o*=RsUyy`nGJsL0C{oc{#P$00Ps9iY=4XX!GdPYUpYax-H<)H7a5g+&SZ^T zaFEpyAYmrRq;66g92?J$u6$Ew{7iBiD~#*BlYD@f<9*e7&n&?I!p?StI!qgms}R*n z+Y2>`tk;EtgI{2dFW#ry20!Rm)NdP%nlLG~zr4W^DuLjYLtL-x_&7%mAIt^X*WTEc z2brft9w#0>mn<%y{TZp+Qf1_O!ZEqhOZ^2gFd~(Gup;BY4rZdo9K)^m0PPg!3lii+ zow4ns4H;AxitY0%INo8!#VUGGkmK{sbr~vroyD3bFPj;FGOC8$d>7r48K-#-1j<&I z9+TUe>z$N`#=Gh%Q+06$0fqT$rCuT47QiY2Co}=J6V@=JYPiD{t8~3ccR`6nq0qgU zQW&B&2g(bz2-!s0AF(-9<7_hoTitywJ3;a^y<2|w>TFtXm=2ii&JwhKom-h5PmnI( zQIcCs=?RhP(aAkqEWiY_#2Hn~gIf_){5cLq%*3B?P@?~WRCO*<8P3B=XPxe?oc@Ng zI%%oC>pE(wyrDI4G9~(a)^Q}2pQ{yIk&xK*CP}`?_?cOHgt+HtYi*z?K zf-pge+_?6=YpM$P-T$Cz|HiLV)34{xGoQ+|GVAN(<+-J{C4E34PentLKMy#7^Orqzr4++hjPIL`_eOm<_jXdt!brjYwL&CMKg#z@fk^PZ_QDk z2@Yus2zq(GN5mhy*7lMcI{)|xAQvMtAoj}=L7k}^h4@?fw~#IbqQnh--o0m~c6U^{ zja)*AR(REri3BVzPg@Rnll3gCt}N_FfEl@C-m(+u3jXNRenLnjlK9K4iI+dbU~UW* zx2(i(&Dx}EJ~%6I16{c$fRA5FHZ6oj-_2S5&Y_qxPcgQ#JhWNgkutD{?9A%(;jhroYpMcJLV)qE z#K&4CU#&|pH=rmRQ>mz=ac-?$2_m&tao*q3W@e4-1V%l zNxM%rSR&*)1L@mg)c8JUiffV>h&>E8Puz`F zcU2lnXO)AZ7#3i_r9P!k=WlT+Tnb>c|3uXyk}TXZU|I!=kh-MCkm?EIZ4;slx-WRGAQ&y*`J|m??I?%#G#O^y5S# z54N=64{0T_cD1?nx^GYjHgd!YlLh|kQe9U+N!C69u{Ln?aiQszJ~hsIlgBTs9(P3d zc27Ex%X>zGl0VqxK+ZP3-PJTrpYzzR8P+Ykpq5Jg=+;mSXQuHSHgRePF_C`YoYC#k zXAc?UB(AEC_rk%|BI8%Pp_i8pC~ue=&0GB2;f2v`tyJp;+p{+3AHYg-Zr0AK2tgUx zM!rwVhR-i?P^5LE>A>U(2s3Yp`vMQpUSoi7i#v$(Y{++snUx}tVK$h69Gzlcu93vY zX}>6DQbXR2tyqqy5peB{1W>dkMqBi@-+K0$B)ERYA)J(y)?4mD$|(khMeI*+Vw1YH)f7V6jv zm$!}J@m)c~hcW8eQkClnps}{9F{$7A*+j7oinn_;pl9WNWJy|+-ReSwet;f3j>tKz z%EN2+zGZvX4gn`Iddb3G(1gTEZ8$%>k-`mGIOdhqXmupM*`%h@EZR7?yTs$WoCaIk z9_3k}-qcecsz-QoVO95zFk~r zI=5S&mTPYcB$E~?Ji&OE82u+;d|IU|VWUO#DWFveJ$tfa+|5#NnA0i9tc$d}1bfDx zB0hAZg@f`eh0zmEKH?(Jx>t@g6Jm)5x~C5Bpd&7UekP$q6(`^uw(575MTdW*!(xe$ z@>8D&GMK_edDkV;J~r82_=9WHacl7ZVub?|ghNuMQeFY7SAmWUa;I57k&39YN@ZO+ zW-q5OHT=cvJ5_61ye=Tv1cPMlj|>Ew&ORv@~`- zq1(Y}oCAMbSMopSQXXQqYiyBPvkQ{2zq=EBJ0QsYKTJ*i@2&?%v5Mw$51p|nGj&I1 zbrgSWAZd!)_=~XQTo&o%H@=NBsES!&m7EM|(<`ifrB^#rx5nHwzC30PVbt0q$r}%72rVa>1}`mMe!^jXy+68Mc6npvhtp}`BDC{mxIZEBB?A9tMGg$Q5U`v^bes01iBHz z*!$rtjhr_FhYv-+8l+~8zvA1pr=Yiekkv3HKlIcLQ`$z-h2w=-c|AzFE|F{rozS~y zz&G`=vCFcGMUA0N`NpOjIl2hPQL`om(gMhWcXMc!_;TwvkPvn!h*HtXdB7V)Al- zCTO;67_7I>-q4%s8=Gy_pPi}d{I@2nUZvMsJD*#Xl{(3bbf4oz8(zlT5A$_css_*g zuXoo5Yi{$?pnB>`=KZDTfKRGS3@O9pUz$IvlT&LRaXINkd+W~=MzKa@K361{%(Yyz|Q83bG3ot+Q006Mcgqt)KiX=R$hC@grjV2 zc=I=D@G(*OCZb(Efos>hz&-_UzE_@GbO&v`XCkB+r%1oQ4O$|6<`cS&Y`#t|(nW!9 z-`<%BnNu~>t-7Mcb%F-)Wqq~*JWld+@NfOK)!{pSyvEtWrnCCOJ+6SIjD!RN1!Qm6 z!~?t<*NY;zV+0h_&Qo9g_@6U{UGfR@ct(KR>D4;@Zv(1anf=Qwv0&H8ia+|7clP_( zMp)}CyDAQoA5>OG$@_EmkzAWBUqetQ)XM*xC)q-ec=hR1g$2imI(w)g3)4#`6yqzA F{{#YP)35*l literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/helpOptions.PNG b/tools/llm-bot/images/helpOptions.PNG new file mode 100644 index 0000000000000000000000000000000000000000..a2543394e5d9c5a83caba51a53fc036576304609 GIT binary patch literal 26304 zcmdSAXH=6>*DWfd0ty5RO}Y)~U3ymmX$nXQO+Z9?@1ZD2kg5WqgD6F$_YOh`Q9=(8 zdW(P<2qi%1xleq*@7#0#oN>pv=l-}qC{G~Sd#}CrT64|0_WP%L8g!R$UOsp39G#Zt zLxXeYD5KAvqkvFf0$zz1O!))+pzt=(P&-#Xz`h1NTyRj;RXumED)GvR%|+mu#zWK0 z``kHtIQfeL>Hh8IxpS|cYduso3b5Lk^{=!Xd$Ss>ufMm8Q*KstFZ{mRFFy2tm&_c(l&nW150f^mO+GLwUs{Quwam6xO8g?+Tv9eyvyaW%|P zj1rjrY|tA|%S^}4>bE|Xovq=V(dMEnv$C(zRjimp>-@mAKj9b~@zpk3D8X51+8=*8 zvHi&E;O`h^mv!#2EChF?x>(@o-8I*C={0$bWBJnaOP{yVUCerIcTbeV8l~A7tV6?8 zX`@#`ELY*r+&IhDP9F)tQ$_Hs?avyNN*=iUN|49S6~SQ}^0;_sy2u~$Q5`plnBfM+ zYiE)^E(avxHjzt+tDBJI?8m?W2FHG;mmZ$2^jwd5;4;bSw=tK*F+W9L5H916nA*}$ z-J@CE4Jp3{D;lt7I$LaYTWmcW{tbn6d@YrryF% z@&-d{=_HF=*hx8-}jZcwa`&mm(bL8fnjEsfC>z4-|1Dl*@8kU+F zH7>e>>d{B;*+I~-)^8erBwrfQe(-@Sv<%jW{k(c%t-9BTgR0|(a3krR$LRA@I9064 zn7N;4U_4EGB9kn-ly>w^uF)k>kOylu2L>H^zQD5^@?sZkYyqB=pVHCU##|r{%nO=d*}x^%vHf2qmQ#dHhD=*QdiSEnXV>w$X4O-q>s+ILTOw`RWW9=cC>4Vi{DXL~}g6V|b&vyiB z8o4}o`8m2K0iRW*io~~Fio&_CF_pLC6J+8%r|aE85nQ3S=v(kBE$}+&dB(Y1Df#t@ zDv6nCf6cU=9{H-75qp8IG3hz8bhm-lM0E`Qw5vxqQvmf5*c6{FU?uE3ogZ98b((cI zVAaKYGl+o1RxeQC`4Hw&ik$LMqD+6To!6r*I-I4T_9K|GdP zY))aWDbnb`7}E6>o)cScF@aJgC6^I{#KYb z7I0(3A-S`1BsL^uS-e5<^a&&zuX^W&SXOx+m#~>7UvBnKzi8wSdj}^)t+q6fozqpussPTV4EfHazEf@e;ckztz)SjTS28LBiOn%a`0qQ z${7P4unc~8kxL|j8YW;|ewp%;GSj_|GrvER4jz{2zImIciIJ=lM0eQ~vgJKEYQrZE z`v)f1oE+D}e@1{CF^OBrc&&$E`q`&w(IMTG;8T{=meoWmIK#o~)8H3fwY`)MuUT7H zhCMx-XHLU18#bbe3TGW0!H9)lUVP^3w&2l;a7~%tyu$R7>|gT24|cspp7)lUHpyM; zeisYt*}k9#1|8Ew?zl|V%F?p$1h6RLQ)Et$=;Ak5_{nbVS_@YBtt#2{B5mlRl(eOg z5C=n`qF+zz#9RL-MBb(As%vV!lFH3{c@vj^QrZcJz4n3pxKa@qbRX2V=+BH+h#gUP zr+%*x5M@tL-xI6}AaN}R{GrADL_gC1yZ`Xumn#U#qy~fUn1RNj<8ZbpU25fWww_(! zu=252&s=Yzi`BQ*oqbMILRY77ukQR3&RzG4Websx?SWg2&A}L-`@5E)-3lMs0s%gv zkdnNu4y0f4eXE|OK3W{G=pBxmU?Fa|$-281$5VBa9-2ghp4GyV0;%)2RNuY$c^XQ~ zJCSX{%*0%3!Hle!YrJbA_q!mVf*Tu{abH>X8SaggcWOmE;f0kBytXeQ7p-YOm(w5_ zrP32|%*G1qsX19v20-BKi$Am|H-t|qeeb7wGc5n zp|@)^-(@efg3AK?;PZmXz?w#xz*5}zE<6eyUwTRxMfURi2bZJ&{Z!BW-)7DKeNO%F zzt#n*%+xvi|Cub&Pm@_2J7`{QYy0Ze)B|pDv;5;RzS(8&-jT#Xj(J*gqGg;6CZ!gv zZp}^JrX8W`5LXrQ6!X;$OQ^b2AIH;BUQ%M%$Ir4^v;9l!YeS>oDLhdyp~WLMcN(t# z979&v`K2$9V(l=7U}ozuY=5Q0V9pcPv%$(~e4_+^f(TW2v0)L^6U!SpR)UEg9uwe);YaI47nVqW6AuVFzJ zv~S{8a}Y|Wmm-xdg3JyUBFvs4^-`gWgYnU2AC|*`_pD-1ggbUJSZ*NWIJo4p0`>l2 z!d_&VfXn}lQ4d6t$Qn1|44YN9LcyHJ`K1j@{P##{HESYg8~?1HLth%}fWq-irOV__ zuVk%?Rlu(Tn+?F}!ZpKZ8a?d_6i^BqaT4$tMgajh`4hG3fH-T>8lcs9G{wdbD$+7w zMmxc&A-vgML5;-r_Nu#AFKC{hp9v(?P<&i=nXWGrSMJUB0z*Ze$Dt`U|2BLI@NO8F zUXtWJ?h(smriWcG)Q0lMs;VfqBa`%F%RV}${ny-SqMM-TJ9HNxzMY?3JyG)G6@qEq zyw1=>{K%vM7DJ1Y=VRbnc8$Rsn8?k`(X}_M0z8o()|;WedG5h3Z!EU9yF{IKC%y|s zBXbW*L{Dc~s|3;3!Kb=;=ENMOe6l}(%J__+w5|KkID%%)l714WQ_}6%6OR5$!+#Z> z$?4?mfX9l`uH8RuqV2^dl>0+{apNW{|L~iWX)M)4@Kz3&n7E%rf4uwUu9b4jmTK%L zTV})FDX0772~rh~aT=hFy@=dT{tbt(1VtMb>4657q;IXyG)c%?kzXE_frk9^!aH@e zlwZi}=M(?W8*cso>+x?m;64JSmMsr};LIm)b-X@V!|O6xeOF!&Sf^YvyD^35!Pes9 zpRbAKtF>soD~XExrW37!-hLUBRsNfEqJcZVJ-TRkBZD{Fq|NXBDnk#3oe_rWoH1M5 zNG^;(i|cf~$LSts)1=)FnPAhK%qOOK1I6q*+bp%aF)adW6I92EcH=V4yc!FF&4@YnDY?c*UBUL0DPSD?C78yR&QFhqbq1ZwQv1LBqp0sC8l7iW>s5U5s4H;kx zv{PjUxkv}d#a@AmIMr=s(kcn^R2`XjlL3XyZ%l0Q#WAUyyEVf+jyD>Rc3A@m4tc-G zlJaJL;a~t99jBxMzCwQ&h-gJ+8B9lQ7!jY`amBM`-*OAP{21jhbmbln1GOd{VHP{i zFr=GvA;j6BW#@DmPunaLu@}QPHDY;E4&B3!r^Ujh9&j^ZXt*F-srHMlQp^w1+5h>cr(8*X5_6XoQ`bGaeLn01vQW7BqcY z0nyH5TWea)F&E)}YuD|mYkfl#*nH@BW4dT{C6@mHXO%rlZ(r#)(K@1wVc3c!aje7cm`r&8sJr>qd#9wi%D>KE^6oXdrbV08S?z87tB*Gmu-}s}7})pYCcxf7M6~ znoTv^WVVKgxlv&^8?gzEA*fW5#IhvPu0H8TJ0W{B(%ijGD#zrPB5~$AOvv0g9fT^N z1=2khnOL!IQlEL+DHl#kO>7~D6*7_-F-W@t{nhvgTMa--{xix;w9ypNF^AXn6|S1E zH4X~Aqd!jv|I?%OLw-5gaLLDiF3^ECdQj=uMP`4(4qIufA}Cx^Rc2Rr{uWMy*fZ*s za(+pfL{NqTr$)jJ4&=cuUyLO)CUxOi4pjhy&Qz53$r5vw06%;r;4KIC5$N%i9vmbbYx8uI9byVi^0aua-$_l2ZCR=1gRbl)YV#y-`%)gPn>eDD1$g|?N7TSMT3SPF+cBlL$VG%T;5ajwPTQx{#R6$ zD03Y9pbPtLP_VywNsbL})AjSB=BfY@kl<3r#Bkh>k!GV!ax-kPFDkkF`~>x_v`9tm zVkVQiTK^Iv7Awj>Uc1C7ux5l$ub)zc2wi0`Ooi9Z++c{s38tr>4W^^T%#R3J1kQ4J zvS4At=2zV|Mg%OpvDu6I(mr&Gcs8SkMCmAmHtZd__+S(;L3&-k*T&?wKBHJ_*|0gG z48Y`o-S?~fs1E=N{a6g3Pzq6I+E_2LQ|}dDyy}C^&*T&mukFh}-ZO~i)6YDAHO0@W z;gyOGPl@rBTb9?U=x*LHFEd>Q^L#v~D*dQAc_ahrW%%Lqo@iZl0e2Gk20G|Qgm&OD zYC1FX9vvlVaO3t$>OPffEKD|k=(!-e!n)%iW6dyp$#+WMQ5NwOQC}5L+5(ZDRy?Y@ z&yjTNyi})Ke}>dv@9zZVyhNB~^Y0wsET#AcpKK$sk|#p?5w*$y%62-w!?Wwnj#iKR zz!_w;VIg#zb}rOpb0X*`?&H^ck!KN6JvefS)s4y0Zuz^9TY%QmL zN(}$vVz*H{#ND1>UHX}oM2Kf@{^>^;yt1|}Ti%~OTh8};Z9-unQ-R&5cFoTgPTK;h ze4JrwXo*3E>xq=Jax@Mnx;R*&*6LHUDK11v)Y5)I$S1HyEV`(=_II@)SowOFQ#pj5 zCvhA;S|{0N)o%OTOVe(lMGe#^75M~#NG{gF{781o-8Jws z#v5rj3d9lET(Ff{Zf!*@4z@3A`BJuM#7Aq2tM0t*RQ-;U)&y^spr?MD%i5d|zyl^NvyfXkF6r zd|H(K@F#UhPdaKsV=aGvL#kG%=(!Fl`-MlKKG~5 zIx$5bDj%`CFK=*_!xddGu&?NU)`4eUXJGBwR2zBgJ0QE-?aHs5e@{2UR^_*E&SV(f0vKh%v0yFq;TfkU$_5B6kBr6ve5M@r?h3PU?=!O^FI^MW z-sDYX_)L?x9kW`GA$|{Iod`Gl!6y*)`HK^7w`KlRSSMGh&8kHEveNR-g`C|QdPE>^ ziF0g=wVpSRXX`&U@c{hqGAj<-tiUtd=Iw~)Z56!N23BhR|cbsmx z<2Wk3!oM>yG>LpT9C}wj5z;95Kde@50l1gO*7A=JJnFV6H?TA~igh5M&>`fWehzy> zlJ6HOdELR(bA2_fA(0Yb>ey9YlLnv{TokpM8?KBRNQk*vC&)-If=&fz*k|r*mfcuN7A}ZLgOsMZkbS zl|Sy+P1U`B>-3I#8MHz2QTf>R3){?zdM9O99$>uUL)vH!>dFuhxuych?hHsB%#!DIOI zw-!Zz#gnmj{{G+3m%4-TO}sNcXk8ls{Y`o*2JKF`2YCNS6yV$Ze6hPTf(j}ER1(7l zsa9Zj_C?WnED7P+Z~q_Sp*4aDU;;9YY2HL4mKq&$0t>|xNX$s7)c+78JM>P>hF#W8 zd!js&un0SC(SHjzm{X;T2Eb)Bk=vLJI@7rFUoYqUuWZV&>Xqmj>w^fclg~S%8P#E= zO;QNE^2?te)_19T!~a#Nfv%hkG*OWq7WYe|c7zyj(Ea0Ok}-u8+od%Fy_bIU$Q`fO z)DT=_3NLhTOgBJVTK1?xw1M~KLr4Eqc`7V>VNr8I$Js-RrStFVaO3v>%rw$D`ii2e zX;IYCP1EIx%1phhIhiw18w?J1K!U>d4`p(^nzrpPJp{H}3tIhvCYm_ot^Z)1P>m<$HEs)M}BfK$aFJo&6u8#FM+mVYGxYXSb(5g22 z3XCuj>#J4(A>%R0XoAFlk7W`nPyV+{^`lM{o@XbAi;>s$s5LlzjUN1#VkX$1p$m0U z!W|jow9($H16PW2&N5j}0C2)YvhvX?s`MKBF4NA!&`BBuI1&%i=g!4C%sh2l5Rr~I z3j$6vY1oYU$3ExR4>?h6A7B#)FUdm=QPv6Ajst|qD95wRY3!h zp7C-1gLYSWgw!)J0&{y)e6&H>8`Pt+XKfn=>Hk?}e0+uCV|gCJt4UmITM6z&aE=Y1 zNE0sP+iFwrG`M^2-i*8EVb7(9;9HI#|EITH1st4Oq~pZv_(>YWo7uwgCv1ii? z0{H(8oAt(RAoE?p9$2WX&wVwSX!doUsBzE_SRVVecyK+8Q7J>QXwC~bba#q{0EYLW zI+5i8GhtAu0S4^fjP$`t^vA_CyD(O+7lb|c5RsWcq9Sl0_dFrO+;f-~YZ?53p>5!q z9zf_U^GE|G{WJ;#Sjk(=>)7p{|*%N=Ko2~##SPv)x)N7>yx%RRATV`fYK^4 zFF4U^F}oPum7^G3jnMTR@x&~uD23!~ zWBxF|g=&FvdVPgMAJaM~U%!m{>R0_4LsjVI#gBQ34oGPxLes*R1e>i0ko4LV5ce%E zb-&7xcMm-vlanCDo!0>yd(vNysp#mHm5wHcDo8&noiX@zAK5-!y*!?Fy56;fHdD^` z9~ZdS3vjI#i598zXZS=lOiMHLeUerDfigV9tKYzF<(SK;Ja~>W^q@ld3OqNYUEF0L zt7+1)V8#LYZP>1hOSnxiM?)n3ruUE!0!?27%3J0v!T1T$HkJ_??mJgHY~By{gBUG zVM`TVTg{-|r5)3XO!qd$OL~O`%aNd|B{|Iv#7q;Rs|uNITD-d=3YctJ3Ud{6b9UoE z8RHn3kfs87yj ziVYKK&NqZ`X%a>ki;Pt+Y)cRYYB*GtPGiaAwRkH#@vk|1o`>Ic|23c;j%gi;fR7CFbIX&Wo0G= zv!j*^0mUH8uO~gF_X2uLHJd-(=-R=4qk>3r+s})Q)m{bJxOX_G$?E0f6d_c9*y5K* zi@Wp=NL&)8HhJiln#XS`i~@*KO9=M)?SQyRsVS?um)jadBVf16CPgHyv9QH=)2!GB zw>A1yMKDL7E}LrCC=dBW_@R(lwPaM26NP|(!s>b3GD0$@lo!R9Ls~xUOB0jG^4M|Q z>)m=pLyYG!D0W^lQ5rmYl`y<(NI}H%G)hMk` z;6#e5^zR`*i+&iN7}w^3+Ge00O*)5^(prqvlwXoHFz)5QcIphfWqO~&FuF~zyeO_l zb|vYb`W|e3ofH!s`I`jR@WLpd(Y>r1jB%whT9FDA!`&`6#>C4N&5T zv8yTN9ow)ia?0`>{@rSOrlUQ%D^gA9++VzeUBTq8nGnzdz@EV=hJ8qZFIlU zhI)>h^o&TC;*D0fKByHQUSkmzW1lMDf(Vw6nLnuJM7VpS(9hZK)iGO$)Ru3V7x0~9 z5{vUp*1{MYmZv*Wi1`X^jO^hLu3u6Rl8Q%J5)k;M<;(R6>|;vuON~tg+k+?iqpp7g ze^5FZm|`W~1hXD~xn=UeKOr?01NgQxZ0xDZZ^Bj|5FkKxe5qO;O=;%2Goo4sI58kT z9(@oAtg6Q{K0VAj!^cgelpW+DDKDf&1$tOtT5g>G;Pz+x~JjRa?cV3-DzTZB&KyqNg-cRb4Ud||HVo>#0 z4R!eV*%V@Xd-F;wXe;zbU7v3lke|k!?b)S*TxhQt?ef9V{Ky10E+$B;XnUy5@7O$d z(lHhinEN?6_{cVfDsAXX_jP`>xbN$qA$}gMGQ2FI`h!;6rbRpC5Xm@DHR_ub9x%|v zY}Eb|IO_x_fbjDK=e+KPI~|1K*+r;Yda{Zjc*I~q^TJOr87>rI5sZ~^1Jn)Vc5Tqk z5Li(J`nqv8aYo zdH4R{b!|R%%q_6w!M$|QtEg?Z_eNHS;VbZLH)mQBS)IcF3Gz2>a0{`w3jO&c(CEvd zrxzZxbVNaNFx{TJFA123k)g>gEUfeHb|)ud(I`u#wb70?!2;RjoPJqGNXs!KkhGBV zxOZ#o8t0!*v|ym^UC^C8UJ7N8f!dP~%F4}pcNO~ep;0pqR7e;BP+2g2jtl_FOJ zqV?18A&vP=i;U-pz;?}BN19hB7S~pp(bq=iDz3bbLuF%|!Y76TpDf^p3GFgr;}N+H z_XnvU1KX0LwZaO+l4V!Ca7k?Uw44+#bwB8#x|h;CBlDDRA?MR>Cq4hAwW|yE(+%!K zVqQLFcbzFN$c3-=JHyiJKtB4SC7p{I#CMi0e$T;n-xq^K+NHxW2;#Xj>rj#=3G3#Wr!S|TTR*`;8g?^uE4g#)1(wA_&N6xe2ZSs>^8W zf!~EGcj|;GZ3O~@28tHv_j;+A>e@P*L?U@#v0dAf0>b=OELNZ1 zz3o)5ps$apOg(?vso!O9V!=`GGHJjnEQJB|XlyD7K`4t34|oi%fiEGntFf_Z8vlyX z4S=W6$(B=W-9KV`2I%5l+q`G|ajf#~;&Jv23?gd*W-KQQaGTA!w#mS{{GFh?x2*!i z*iX^eE(v(9bJE_2I~xGvxs1;|Gdqw@|L`Ru)^5aZ%3;#3aR1$SEJ3(YMnP%)S8pYN z7$w+&1dlhdnQsl$o@nxRXtOc!mb$@^`S$5^Koh3}s^b5A;kl8Pd)>nkY=TGZa3vz7s(a-Ln0fUQdY+o_`Y@SvXf zT!td^DldB$nb(?WQaJe5))2BQaMhYUN^#rB65$sd;5eFgkYUWy^{Q$wVwfDCaHGqKUfM9p3g@p*&iA>!tUMC7FJ7#WwSL?#!_WCOr|l?G)_bML zJJlFJ(BNOj78>I62J2fE{Ho;Q!}be{tvah5VX~XD7@5_hT@HrvGIK66yftU7Xy1>T zxNK&{gyjkfc+Ea&ZN-cIYx*hr)=g9k8wRt+`SWt!>&s%SvIFLN(yh6RRXMDU@ z8^dDkD*@qtYZMK~2BoaNk@ZErl-u6~{4-`b7JIi?5%BfTVpo*u!cu7N$km?sRxnsu zyzocw$6R&=((0p=+!#K_*_zPcxloGjePRE1?qNiYl<{<<;(q~I;M2j1f4jAb=c(a( zy}wCAaF-`C_gbh|pNQ=XyPIIO*H;g>hmld`{=SI^VXM>4-EMv}5ioqq7i}I(u-QH0 zf*_O*Q{`{QCFI z#nsC^6~?jtb>W&gj>Y%e#q5@fO?n6C-*sdQxA4yuk*nxo08+D%3IjcIvV)G?ZC{u- zyO^B>58uu1>V00qZ~vWVYXl*mokTgHr8({ShlQ<=suz6`NO`ku9 zwzE}79KV# zFa2KB0kxuqhdU(OXdTlBs_`*`dEwj1Ed+cpzfJre@A|X!B7@xV_r{!HHa>W@8FbjL z2eH=dyUALl_2%P?C)(Q04WD*g;K35}6{WFY6FE0>C)b67r$#-8=>x-29;Iw-3^WmI zoR;`!cOn@F?YeGShi-|os_}KM1DpCBT!?N;T`{AxY(MmR3&Z*3-0n~EuwWmM%Rh#q z+gX)uZ0#XnOszXj0>YWvN5mnpYPs6&v@yX|Dmg!dHd^TSu~OM?C0sx8cS1peixI7( z?q>rq`&@E(npM#gDL4yKv{2;IL;i*f-DG%KQ1HRcXW4$Zce{lkT7?;ktXFs)|swb>_hjK;mrmWP`*NPW@R@wS|@soJ%+t7pI^(PZXxYtiq?o14Q z_wB3dppD>Uxt8map~fP!kHA`AS$$|nX?t|-Eru_e5z}CLFJ8odxDe-8=Bqv3(`4=D zr~^o)cHlFa)JbU59zVVIG$QB*CU#E;r{sQi5}F}zpC%w*Hn2xhHV*Gbs3=0tJmmWiu!ejp54wR!L0Zvm$>(;w;%u_7g!Gu0CsHZXE=Dpd<$~nm=xw%2L$K+1?TEjL4%wSIOkMi9 zWyAx7AIcRps}(m@Q$;CRkSn}QrKU|_vKQ%65gBNf8zq< zI$&BK!f)RyXRBxHOZzj?EVocXcNOm6c~|%35s>3ORwh@CnU(v8tKg@35o<^E&P>4>kJE0)+%XQB_%zLbeB-I4@@X>~CnIs8R^A^CVTS*4&qzE~?U5GVA9>=kzHK6iCzwPFds7PYVTKJW{BGV<{!Knt+>Lq^u;<=LA= zBVB`ulLRyB+|#>}8@cPjivEVw^TAHmEZ99WyM0}_wbkG}dlxAnfE1XctQ6TFtak7k zz6wv%m@QSGaK>K)2R%)lF+8BHx+sr%cu!6F$G^ z0z}4`jl(@V#TZ;ly}ik-R}4yTT2Cgc(r4alWsJ_e!+HLJ#WDEwkdr!LHmW&&IiV~; z(CCC59yZ&soUJkft(P%CfS3V2N;U4?QUQVS0Si5wB8_+a zioYsY$_G-@5d{jz72m#aGJAQF5j8D^;}TD2_u~N$?=R#y%s`xsu>&X^YX%Nz1HP)+!6m zT7~d*Z6=Fz=u0lYFI(ez0&Efp%cHZ7GqK8MCkmkpn0$H&4-K22*C_N{WoU92>(~D@ z#Rilsiu=z{XQc>~uWIy*M?d)K2QPM)`Bu<4h0K>&!<dPClPXJ?2dy#Dz}Wb;ZW z7PcPT4=E~}WL9v@)>)>GuPCFov9p}?MsBdd&fj{I?18K;hSY`s+>$JfUicMcLF}Nk zankL(h^5@_V{b{Xr!p!GG_W~bl>CLf!rWub`j(LxG`w7W_x!C!hd6xZg%-&${&u6s z>CEt6gJoDQ(*gyXkHE_SPjC-VCmU?vwHOHz?#~@MI-{zo#!@GidS?JKtel%;E-zoJ zCoP(E_$8d`_VC`vV137nxiV`h0qbeZZv^{egK!Oc-M)hcsjEx#~9AAU*zWV@6KJbz2bQDPi#owHS6?lvQU0x57`YoD{W?zs5jbI&fZf1=~0YH-8(8N_k8 z9mB`nUgu=(JpV!Mz}ZQq^{_vLV!PU82b+mI@eCW_H0LmTt@uaz#nWX9QQ2DIp)#T8 zt>!mVEOQRh*f0Q0x|>t|bH}hz&~DmQO2Nl-=7H-}mZCDN32w&CIm8o5cdOe41n6FNT@H^P71zSO@CF*Iv>0?jgO0)pHuwp0o9IS7V59b(r%FET-ze## zBMW&~qlSvM9-<2`b#tPL@tXz*@m=E0*e?v|#Six=n0bAu>At(wUyKV296CksJ5_o$e4)am4Y53@{HLGlMtD^d9ke z_@X4yebZqt;`L@T!xQaWM2W&}Lt_Xh{WBr%LgOcR9v!%WiXch*c(HHzxOt#(`RY@y z%o=wqL?GAw|7H5Z*%Q^u-g$r9CBGd}dSyh|rODTmYtUe_-!U^oGUzzuARhm-6>IJM zQOduJT%lB>>oZBp|KqFAn=U8hk;S1LRt9s^dDdKe_4o7~>|bZ9lE_w*2WrwkCd?`U=bi{> z{aIK{qs?-ZA@`4e2e9m?Dslw@U|FNl{WCifLyt(cc`@)eBj6qkJ;#H!nzOV}bGuvuTS}81nIv!w11k2~SJS*UTgSQY zlB^E2Wt{$4ccor>x7E-_SbQ9hRC;M$tv}fS8r{Iw`5w#p(*ncYdG7F^X5vTxkyi~~ z{(tb;eM!))`XOM&Pg55uZ7IFvb;-XcJp6w-b*lq4KN91;+7D7bKBP&(P&pxbQx?CMRDi6Hd;Gh`FmppIi%o52 zKvDZA$b>kw*yr6v?mk!8{rS}fH(oYbP4yT1?h5=}s>RLJH`;PmOq?t`Pfe>|I@Uw9 z7p}xoP;yb5oUKh&dZG(m(t8$KUu7R=vMJm3^!55Jwh~0>f#Q^Fr7xWg(Cjj^??J1R zidvaMgYk!ppj0a+pv+AY!rbhg4#&AQ%C?H`6ujDKfo+kMO@POTB4SftB5^-}*AX57 zDH(ZJ8+3A0(3-84C`~*iy|AKs5g2j=Xhev*6F{rMI=rf)JzgJg9(>xnWd*Ps?hn?$ zCRl)9s?$!S4N#P+NojH@g(10=eg3dFxBcv3um_$Eaai&ZWpDB$3mu*z}g zbdWKi6_9TV3?1&5R~bBbwSHhK77U1>lRL8PMBv&(&8rXktCtoDWPu#pqfbp1-44ig zT8>7OV}`)RZoO1XM)P`a`Pba>vhAd9cpFX3N1|&-vOrr9( ziOo{J3HE5DH&@`FDT;CfALLwNZ}2bFL+N2gOcQsGkrSR+ySuHjs*jIvbLR~AEm*cc z0N>)~?8CiS{{DQi^@=b(S#cnX%aB~TwPZB>GgXw45_F|Mm#brRW30t}22Z}~f#meJ zO)B@50=gy)THsJFuE&X>U~&0&sbR(1CQDWG+uS4eb#Swen&ry)xPV0j%jcNYE}*ga zt8EjwP%oPkZe@4gR*d%A0$Jv1EFf@fLj+;U$;kqp_Ab|_joJ0>KY2_g6VmKF0XeWP z0OxA=yPm>mAeZ&bqLjfYYEUExi$ z*=Ay#wJj5h;ngH)H&hEgDoz{yX)4=qJF5V+hQc!aE==o$;MVWXC|+`OTEoQp&CRw7cMB2z^JKOjYsNfI z{|DC>~q5}Qb%oU)qSioMk2c8qaUka|1Q!qC9 z*mBlm-c<@xjzM7|b{U-@CHBE%NjhB80FRm|+WV}E&geq${$E3PR!u_7dQ1s?b~ea} zKdktgg|U!D!G`8^kL-Z#uf5J{v&T~=>l#t3`?psQ0iiS=XE?{}mt>|^Fxm#$Cs&Lj$) zzYce{gi?9AdX&n%VsC*pKQK^vDOc#AgxKrOgK&uE?l8-hY8+jQ7x6tju`#UzE-^UU zItxyN*~`g&PfjM^7<`**%)5a*tW-BsB-_hY&*Zl#enIIig~^ORx&7nBe4X>j-Q3Un z*sqCn{yuH;^*@Fmt@^K8vY-rp9UL{ZGb@`mxJ+UUx}gD8YCoM}NQH0tVjKh=OJ`FJ zm@X^+O5O>;WqqQHoo#KC200*K{->u$pcxVF za_bJIIS}H(7EkU93Sv;w^9J9tpMbYmcTZRY1l%_3iw`*bdkl*y-*^SgdM>suXeT6O zmw#igFj^EGpj>ZqZJSToOIF7mgmXbDd-;Tj zQ9D@`SzLaf#1Efv@L65XvHRvX_1i1vf+(fslciP>dJ_UU>O%n$q`Csg%o9T;KV)jrlcwxvY@v$EepoEWLo5R;y2s*O07w*Rb zBpCwa8nykD3%~uO>?T$7Cd>HT@QBKltH)_ueW~Y*m(!rB9-R3hmj^C#%D`p2aJJOi z_Prz9c{>{RAH1VHR0JL#jl7Ln%l4l)+-zjvj76q7zW(@%9d01-P>#3B{STRWVAQu- zJ->87b6tR-KYvp60$%^DQx`*F>ZUFfZ9(;Do-{mM5^-9_gS`1<>=^&t##p zL~wQ1v#XYTI=6E{=4s*|V$%c~SI z!k_s1u7(Fx@cvFgtyG>03cR~nndoE*ZQ2mnM0uspgbKOo2b$WI$2%btjTON9ha@2A zCVRHml&{GNySsPEj5h@cm)HZnh;?ib>@VqDpCmr|RrMn9kKWl-^+%CUE^s|5<6uCG z$8d!UR`5}L6jtgJnYA{UfsqMHO0A=(A{FxbroY*?B6K zkc^g!*Q*Dw_Y}DQUl3g>+_f8gei6oAG`Y<5fz9Aw^#crLzNO+-hI3r8VdmZwp<7v*f8}K^Tw9(KV z-w%egUtB1s4d_eQspceN%NCtjfr4P;((LVGcIKA9;h@i6KecSCXQoWMshpgt9x5@I zU79_|3W8yPZV*dV$BR0ap#T+$GG#&umIphv<$I;~7T6a&asKC;8?*Zx(>O(y^I7`E z1>tr&2wq>_{$J18Q6t-0tM^mD?ft7~oOr4)2D;kkzhCrU86JJ&;W<0flv47r&<5hE zYX1T6TdYI&M)Ov`Ywbe|7OU>+1eHMLYLYBHtq9C6u$KLqS--1cvmXjQX5h;9qt05v zFMcwy$@^{j(hT}>?9B>qoS9P2i=4hpd&yV1zxRFZ_QRxfvth)W;4Es@6J_RG&c*d0 zvXl7=k}cF|&E~Dc=I#1>ylv*RAuq&C$$#pv+(fOTx67V`d@MZH(i`o-qJLkwU4L6P z6<;KzSMo2lGk;_8$IaEuweiq!Wh{T7blWP5y$fi9ty|&e_`z!w7a`~B{Z#S|G?v4~ zOF_6FR3XCL;*gnxRBW?BG2dKlx7-LK3Cads=EH~G7OZq1p$hSwrD3>0!#{2GAT4Sw zT|Y20vw1VdewwX|htZ7Fr5iMk=J*gpPoyq@K6%=?ta@AFY4q{6Nrx*+RxDin$>4|7 zTag|K9LwIvQXILq7lr#XpZ;tO@L;gF3iS1&Eu+;gLpgFT_ufUe1oWZoV^aDp?gEMN zGAE-VINX$Kyh?la%%&{{C1gA0#cVi0TvAtU9G9OTzpEq}87R(yxdD2mMSKAh=vk2Q zQ23U$lff%Gax16#+-f}yI~ONdZ5f8`tilp6$oe6?wA|QUZ?A?Lfj8H#6qt%}sL%;#%@mKfdFi^E-;M4Nx1l z7cG2hgcF_rOuV7m&VSJ<1AC-TQ_jYjCJq3El)cqcK}CB>p|9T{dbceF#>(L{`%*rx zH;4k@rKuNzt*b?ZI3nX*3%V^3dgS|~8l5Va>@aIekLznTyw|3`U2C?lKGjnzyd3yF zkPO)`x{VZ>Ki^)Iq~WTDY$Xd&LH=w}XkAQDdHg62|9H(o;NYqAM)*%rJcW+F@UoVl zQS`x(9xfB6{eQJ~-eFB_jn)^D1Bwu&s}vCtkuJTfhy?@$LNN#;MVj;)2}Pv{2v|ty zAkupgg7gw<5KzDX61ouS9fGvG$8*nn&-vrt`+VPf|Ac3r%w#6BXRoz?YYkuUYP3ZX zzt&Sezd_yL`eRaDo(XTgZf_Ten)+wgpEf zy|3o^I@w2>h zUFLewdaMhv0{+19)Rcg6v)_-<@Rk&o@k7NMFS1s3gRPt$Gkuft*kgJgW@fOYgo#Y$ z>A!O8D_NNQ#XOCDCTdo=*HTZ)>*w5=#PFThb`rIIkLmV5p+_p1LmQ1ocu=HdX^|r7=%?oc7}}8? zl@AM0JHBD1Ez~|aR?tj{wk&cb!u1!nEGJtGU40D8r_5oC#779GJ*YIl-%N%J*a+ce zJa??9ea1NPgGKHoxgIr_K7uUDg6x){Nu!DNB;=TPPU76u-Jtb^UH ziS^Mr-L3*SJgg9ubD{he^l<3? z2T)>a=g=8bL}Ri%#|8Bn$nGYNg@kY+C7%F>))<@fpHMSzcXd2~nwbgt_nG89s}vQl zY^*Mz5D3+I51_PzHs@t5vy|QzM?i%NWbcXJJpkT9uG92X`NMBq^9>3S`W2%CAy%E3 zwt**SNxUSh$|v@x4;I!Z=IotpzKZe>(RcH9^LOWMIn(8M{I*QsFGW9PTMPnD*R!TS z{_lp!qqXRPrr44xoKugIilX91$&;PL%JrELs1CyTD^yGoyK_K20lblyG$|^311T+d z+cVPE-9+|(;3d0VSsCa7!P5$kC|Rg=p>}&S!pgOe>kgsNm~C63?X^WO0GNkdLyi&_ zAt#B6zZS6^s|nB*kPYNj=t`aY)}hz5|KbnBZVzlh1`eT$;5}E$`8j4ibUkcc&``@x zi1I_aXNZ$wPxbiZ3b~m7<5UJgdNPPjHLJ7mM1qV{&dK3gA1}C&AuY>>ePMNp4og?X zs2~5{0*Sx*gr(zNZfVFkMK89;@QMHlG0c%JW($ur%8w3zSp=ZG<8Um1> z?r}?*2?`;AXz3Sxf!Hk;k1sW8u`=<(bwSje1;Y>a7-Q?xH|ND!b|C5iuY_}3R->e* z3vCNpb-(5}H#V+J)Xl zME@*?5bhSbT~}7CImA`<+*KsHBCDj0oHpb(xl?1+NqPusJRF2w=&!&EPb;fjI{ayY z+cJLa79;WV8IOyKuxU+tSM}$)c5r+57k)u}o$hwjnZvi%o}H~bQ&s7^Z#+f|Rb{ZB z%ei}R$by}Fjwk^c2N6@Gt}(-*%+kYhClo(wn_4B*Dtloi-YHM7B^>72`Vb%}Mzd3* zMPo^;rdA{Ue)sP0cZk=&EV%7dx9M4nmy(r{(`MJsIDHI1;emF%`~}r(1G$<7KJ{yEAJmK$DO_*l~{uh)wQ?Nz3V(48W$~BmElCLqp-HP-7m5RiEOtHH$LJ0(m1AP zM?Z@p#D<&}vh3yu@4dvAzeI0rb#fstf}JbT|MQrjg?xP&7oadu z^g=`(idUGoBtC)%L!~7a;S^Il<5@==T(ehBUDw#lB?I# z(EC+tLCA+qu?YmyJ{LxRo7`;N`HV~g6WRI$9Sb@B4vU|0V=~?(vpD!+_SJAJj z8SlN6mCo3OU8@q`EsoE0H2fYF7%Tbegr7x}HhtqW$BMmasfqWBDx=}DtTjC=@eOW1 zG1ZrMg*jD%*W+Cmn4ZJqsdubeKjJh&WFWjQi^~09cRHkN$N7(uc zpH@5f}fk~M9bOEFHj?U3riRmOc2$-78(bmP{P4LWvj ziA7>exHkF+E$+&gA{hGCm}X2&z0#+~65U=qCT}PUsPKIHb6q z{EJf(a%p(U{%9{h?@16Z^s-h|dj4GHtd!J&W^xhIA9Ncz{&>=cY8&%_tF$U9% zxvZ9PSOOBG0PDoz=f5Q`K6)^h^flHZ5s~YrVheW|#?QZzoaV^KMzr|$F?I@Q@s~40 zSNg??qr%9*(#aJ#PugZNF}~4PJg|PURuE;QH>6cSi5ed`@lqhxz`hc`t2%#u=h~UX zTRHmiZlT3Sd4iTDAL7nFY~BNpPlLQ;1J}J2>Vzr*O;&m>V$oV9n$#i9P-7!!cQ>OF z`b|>~i7Z*oT;qMPEDNyr*x;o_;=B>6$V|m$%zciK9PD=TCu3q=!)5NgwPNC`15F=6 zzQ>jH2x)|@jsK|BvJ?{`*IF|c0~(Rw!&rfwu-imzVN=P7Pmkeymcg zVl!(lpS*TE`>u(z!0^3{%2eO>@}%V6_!*u4FP?uYEnfFiGg2c1vll$ibw+)|Mod>U%f)u5_Ul=Cjyx<( znyj-8oxc6&>3pxih<>w%vn9Wt!Nms{!t?Kng5oEG^EBSC(r8cfM8QxHOR{!NTWuVQ z6Lww^o$09QleAOuzTvx?c;0B`%EoV%(d&MBn&#VH#d0hNHXmu??Hw10;<6Ix$J zkMTc2IqUZTKYedDV=WB0KUHsH}(4uxW)#TZuh-w<)=xMS} z4vF@nA1lAos%%hPtC>oc@0)brCi#y`PbhIi7war9Es@qr@N{VqWhusujan2+_ED?! zxV~ysGLo;2;6Hj_m7=6%7^jz71l%>FOcd99f_UMUbA0-Dtcy}vv)t|bOBU7$Le#!8 z0QWcj>dW~48WbnchWsJG!OE_$fk-q4c+ z-1z-K`d~gOBc7Td%#*)u@!&dfuCDV9^X{BXsM-5hTWXDFAQPJ+RW_fmSh>p=_UISJ zTSeoiW6E`HJ^kTi^WrBq32tq%2AWTOCAarFI1e+kJ?Pk^yySE>#Gz!f6s7i9I!nx0 z*pDptpLObjXM}4imp<4fLW7kj(9sv}bT!w$6n%vfI9TFTq3Kb2InAmjMK|J~=Rtvi z(lO97bb9-rQOvOazdr{9KyeU659n5#{aZ`tPgL`;evDk+haa7LY5kAiqTAOX_r7O1 zz z=Lei+jSq zDGW2+3EZqA2xcu1#B+woUQngEm0)0Z{J+&+kyDD6vi_ZY@f*F}S*aCw)1sLt2tQ?+rFtny+TSVjy2@{|@#(Q^#3e8NU6F0yI3 zp+`-fOdqGtrhNhhmwdBk5JHhfLY+A zM|=|9-8jqOhuSDfeR%k+fIu4%;5|26AKE4?Qzs67Wc2!fG#faNZS*wNcLWyV=!U;Q z5dep1dTY4zUusJb7Y2q?cexROGgzU7!9r)vXqm3+&6*YSlg5eGwu4|{nfJgyo2r>e zMhwywQfG#;MXn-A2>Xujh9Yz4bU^MGODKmpL$e}*TIDd@JZ)Ktwr0<_j|8(tO zV>UGLH94uvjS>?K7I=PgLEur~+SzWkxCLzfsLesV$E3H4{Z~Z5D5Sc6iKQu=cEK^1my+ePh?i$La6AE< z#$s_93BTH>6ne6{$g6%OL_?HThM>O!ig+24QFC#!-2vH|WSgzTm3J0?r+P9Vf1;jX z*R5J*;M#ra51OaZnxqR>z@A_+Zqk#{f6ir+7BUbdd-P}@bG1$psMYhd=X>QaR9ZCs z_MSUHK;X~eI&$Y2?fTXXftvO68V#Cw#sg~+87ga)NVX3vZi>11zS>$G&f1lvAZn@r z(IFJC9mm=@{nbyZ<*SUS-#PgE-JdozM8TYrz?HkHngK?{cHAe*_q>D%ls#;Q3&ctSX<~+i((W|A%g2> zCPw^`5|3C>p|2zP+g|Q+iB?Z)yCfX{AUGdMS&(n|z(ez7OQ8Q&(6*L_9X$ZI;%b-P zt!(?QQ_SC9X{mD9b$0L@&cGdi1j>QT1y9&f-MH)w|M3%RkoZT=b5MvO#ZvI%SXhzo zl)^-{3i%HEM#Jl>bz2{fw#pl{>^uT!{(GkwdXb)>v;plViJnN+$Vzf~eA16dYWIye zM&0Vd<+b3hcJiDpS73^{nNThZsIjR^Z-BRM!cRI_9aB2WIFU(KqnpS_IXM^Xq|b{6 zwKEsf_~dv*`CgN~;G8i_W+XLfh!l9$vK2WYtd0lH`e|(O?V>T)O-Wmtm1?ob^!=7K zn^Pin%h4opK>vJ728*pl(G%gv2=APGs@9a(fiwqu?tU?zkohKk<_btcEOQ5I3p!l( z%jKz_7DMR2!si;k@e0E=gq>7$MX{W4=RPf^(PBWvqWOO%fK#L;5VFhL!&7CnmVXK*jUIjit1kNVu13FhWDm|5k%wG2&BISk z{fv*VLNn4-8m^SIrM%qkYq?tH>9Fu!J&(^nTw7NdPZdj)YFvZppjsC?Dg{gj_DavB zGe-Z3t-X!%>@Pt~s{Y$~@p7%1Eh`;xQAP=_ajgpplVXu=psKXWbp9cdYmblUiqehy z5R9c%e4m+m#dysqWKfn;Kx($%Nvb5MSFbb+*CX z^b=bZs$_1MzbWRC+%%Gd2J4|ZB2C%~a=(;zeWbvrhrH1+`HqU|axAD{D+qxXp1u{7 zfQfZaVMbe2JzIT!=JEuwt+^Dx9>dtg^Y980h>pRqwitR8vT@(KtX=0K+aGuw4YT{5 zL=Y5HgvG%~=hwBa@p%Bs{1cOf{dwFajpFob^Fk@59G2%l&GGU~u6kE3<%FV2iN@{a ztxD+WCF1d6y!5&nsB1oYNn1$xz;EK&u^WVtB}||&g1K_E(yyrYAQN9DmKZYYyljP3 z_}UAKXxFN97uX0P`%Ut$hqm#zF5_Mlv-fyHto#D&g955I6UQD!Dir~y-@juQewp`< zCU~r7wkg}irIdRkZD|CtAuChXTii0<1~kK4!OnzO-=gC$mWyDINLf6ehuE7iN<8_) zz#1Fd-a@w&R;~IU=jorW1O%)%scV>60dMV*`;zoJpaF^74^hmJph|ndehJ2Vbw%hwVC|ue6mE;PNK)V*l&)hQ-<#;j+js(smeEGa=r`$^SI$ZITnNhE)n-&m%4}v`!euV&Xs~-ne;RwNVep4>Xst}S3VASTvzqGeWs&G9izH`Y6B7vHqhTCUi zia{%vk=Yn*y7TPy2pgmr=s{BH@vns4HJ;p@ct(cRK5Nz3doo>H+FK*mpD+~q%&Cc4;mWcuuhM^f^9jG#V>+UT9PM;wcJ|sKSPW>uJxy{3vUT)>uBC6FA zIi4p(&ZeCyd+h<;!GCPOonlv+6^l8{XfUFGYFKloX^wMuN$Cf7{R{8q>fIioMb8f> z4*%CTt8zE*+@qg-Hl8Xu=5tx4P^zS>(if`Qnq7JP7muxT>k3xxZ-)-?*!%r069K<@ z?6H4+7_0N=6-*^;)!BKEW?AL;iH1WluhF@!uU#8|2eKof|GUn$zt}F0$GQ@1xV0eO znX?0orj{)j?WP#+cIrIdM*o~)EZTT|SOhwrcC)`R*$wiEC7OEkSmBB;=psdOfX^d% zwOS9o_K>wma2W*bo&(uDGBrx}L7#5<$}HZJ?KYCWA0oybo0KmPCxbJN&XcSt#*`O1Ci z`GzXRdlg#t^913FZs^dz!~QQ*8`goc~X6H~Duy zN~fCkWjz;GIan3EM&w@|Ykz*no_|Zo|L$Y@pG|<=^*iK43TOQye^hkXGI;CEkvnQy KHwv$tJ^v4VydG2l literal 0 HcmV?d00001 diff --git a/tools/llm-bot/images/list-reminders.png b/tools/llm-bot/images/list-reminders.png new file mode 100644 index 0000000000000000000000000000000000000000..2c09682d3530b4f58efb3d42d8880edb338849ec GIT binary patch literal 32683 zcmb@uby(fpwmpnHMOv&BcXuf6?(SBkMK{tjLy_X{?(XjH?(XoV?>Xn*^W66L z-^Y{94oOzBv$EElV~#O4UlruUkrCb_fPsM_OG=0+fq_980PE*)Fu?Bs_jVmHFmO>b zVPOSHVPQfAJ8M%jOA|0K$|xfP19VAR%05Fw1B1R{8Y%=kXQhykFeL-;fwqyhuD0Q} zA;N?N9i267)HO(z4zNtc_F4<1Fv5ol`aW8sv@qv=^W`Nn&{Moh>MMVEK0dTfb`~ZD zEd!Y={A^)=ucK-W7L1ke{N#I@C$j-#X%KnSBLlG?g0&uEXGZhU7 z4Otm3BWn=7p|SNR6M7er&F>~)JT6?oD#*makkAEWX=Tsl!b|+m5nRCf@68Ovg#R4k zV8KhQA*(77~V zt?fQDFmZBnGB7eTFf-EuN6^{3S~(cH&{^4&{OctDIgf~my^)=njf0uB72)sm8h)~N zbl@c>{(YhU`T5u9G;uNe-z!P*N4K(HXy_HMB%*Dh~Q^X7e zbPsS1K4w-Xo_~)2W6%Fy@xNMX{BKJpCT7O}Zu(!l{%=!NdlNfhYY=cv2fqJ(H2-e= z-#h=^kcZ*-t^Ze7{Hve;*$Q+t9|8}<|2#B41VqryI2f1!n52lHiVOJBPiU8S{g{Ca zCnq%@LmL|#7dK97>VWsg#>Y=Iv=wdIOUuj8)AbJg7%8&{`{AF2#h4*;6)0|;kys@y?B40gncf=zU0CN@{Zh3wmD3jWVU`|oy z33Dsy110h2(#C+w==aU>*m5!DJEzqRueLTcMrAk~W|hgsSVShzBp)=ku%87wA^4vQ zzi=BI)eKt=Bs2o4FC^@Y#VSwY?dj@Zqw^`01!>{kCx)Rl7lEfAy9eB1mKuvC|567 z$0#1yH*ID(bR$!u4Eg?Ycx0P*oDUk$(1OMUwAVGZK=7RoubH1-U z;BfThhKq0v8r}?u*kQeJ^x%*%RUjh|@>TLS9+$JWu(ZFn1V_J$ALCiH;dJCXb7aWHjklUX8A1FAJ33h9a0J+;Bt`Qay%gYxU27V-#z`Mr{Q&bvb=pTUC8Wspu)@0^qp-e=+9xygUSfecU$Je#+((!O+{(?cjg|^y! z8u)A@5NEl#jMsOZE14FHf%f3)O`u?hjY{ zdI!HBz`{ZMJ3g1Q^qO>ExXtOQDl_GJujdAxIvYVudY!ytQ^GdOxw3ZMw-z%+QPT1B z{WYM)syc|lgkThc2AWEXS$et_m3$@9TG-G?d|o$+e5LHA*vnIHpkF3-y|4BZ`xBTl zEmvD~*{xTOjB=5s2|VCWOT$NP}y z1+9?`=%Hke0gy?*x$DbQV3nnkcD(n?M&OWMnNZ1UU2zdSgk*hmAenB`yO|o5pKKSW zUnjXxFkzqFtE%&PgTLd)SL4=7SHiH7n#V}gxS_hLmCVz=e&EiaMTd}Bf2t={zmd@z z(#*I}M4__CaZqY-0oUez3|}lg=})rI-rAb9e^97k{F)_mM2t>%7ca|?L94+i`ID>K zibf$_zzsPP)yQ--m9ES!gn+-L%3@aT8wL$|>&ru-<$Q&xcH-8^PwmEfm0~T`cpOFp zpIXuHs6;|v)H5W1kV}3=Co?`Gn%}O;_4sU-VI~0`X{d68&q){#us$6fkJ>e)E{H7Q> zbEVmR(7N@R92h-6WD=PrTfLsIuoZGeLopW|;e~pD2@kEaJ^*d;_OnqMhjnVP{$qHa zV&=gpLdRTpDAx7dxHB-R$4y9*9)=^LN{Cv9#5lYD@pj~Y-8yA8` zaxeG4=QSTo7kpr01KG&_ zk#E)w^A~zh((DiZ7cNp10^XZ33TDC@B5LCH=R<$`9op#L>%0iidU=p`;$<@)ka;OxW#mrQP*z?0RG$!hN z<>y(HRTr>QmHcSq;Urc5FPq>zvPrBfIDU;4`;)n|DEBv*m^Psub>A@Q3UqbL@Q8$< zoE@3Sw~m+UmA_}WUhdc(%`x$Mh0v8<_!c6e)0z`<5fUJwvg{nqS85si7${a4{~m7N zVi@%GYQc#h;7trQA<@8vU?Z&-n~}g| zWbO++MED}`&V0F{da2c0zeKk&hhH6zqt723Dhlqn%^U%~-0^JQND$A%R05mjp-ty1 zj_>29xq6*+KkxnfpQYh9|1C6blUDZ(gj33y^I zu}b@f7oAB}FVbSOW#FC}IX|yUeSK7>g-7E_z;uM59z<3??b^3rh$fHu=IBQz*!0ov zV8|784q=f9WRSk*M-(!N$ToDDZYJ9pgZqn(pV}TMhqhbm8kr)~#q;#FhE#sAo;*;U zQ1CNks1QooQrXbhDnVa-!J6SB5iL+cP%_2BClL8~;5hga4UjL_+95&Lh6~S^qx_CG zvjFfi=b+N4Z&MxAI86T#00k#dcH%RLT%<`@)g}dn@?g{xHeRl9FjGtuqW_j&=VQJ` z`7bAJAx}6en+)GTL@1mil1REwV{HgsNrdEW?_q`DHwN1(x}X{Z6TrtI{Gj}xN$8OR zkUZAc(F0s)CGLd5w6~JC^5~(MKO1pe7gN&X~}~LWEuu^|_|`M=6bGyEi_q0bzx)RGJoH zw1#qBnIUPNTSy9%bH3$LgLH+7Tq#O#1deV;Fk&HeD9?Z++_YR;Go=y5=(sDl^DC8n z8s87N_0Il>VQ!OwFz5xc&MEhct;7IC+=Us82iJ$AdOtK7-lCv5I_{f+twcmJ*#hGO zqU%cc;9|c8Ml10dp338c1S%t4VU77l=Td<+pKTbCa3CQbFd3=gYA~fEp^M;0s3rr|TC6BI;x?%7x&R!3lyHhRyQ<14N+lDg8r{n++eT_830IRR@GI5a=#u^}XSB za*F6#bLi^k3EM$%e&7M`FSl7u2pI_zaWV;!5{*TOSiC~C)k}27gTs@toMgbX?U7s~ z4%|K;eIe1R`l5v`$Y@;0NTe5GhSgh)DTNx*25#h=7X-BqJwqkYA5AuCarzY8a5p00 zQJ#a#VYRo`CLDw`j>(AHV1T?SRb4%^%l;?gn1x%zL1kD%lY>C4iP~NED81gPi-ASN z?(IH9eNfZRU@cM>rPr+|XW6BijbiO5(?2Pyq3#adnO$`8Ia;yKT57PDAJMBLHIaH3 zErX*}7<}VAVX^k5-u||w7+(bQHw@>t%L>st6W|s_*ot0~n#199O44a|Qug}xcJkfz zH5>kwVIr6`3{OC(D6|z9swg430WSP~OB7)o;SIt}wsgGH9CQn9`KRuQUcxDjw@dy8 zvcB{2gpq_Nh()}pX|VYKTw8$7^L)H<6C>2P^Z+q~2Zu{+7x8uuF^X_jf+9EzLp@Hz z@T{~#wl_5W)?g0ty7GMkk)ev=-;(c{o63}JNJe#d9+8YLi0XzgmPJ$`=!DclqM7za z;4N$nRXVw({84+Y4Z^R9HoBf$gSs2PsJ z=-i)5*39GjpfghF!q|5M+Y^@X$_RW;CknoUzf-33TEQ~nJgbSP*$`FfaGHFa+X|zw@4FcQ2n97zqGQpYe7A?nZUyPp)KX4kafukzLqt$*S9yooG2QE z%(2<*+s1m>9pw;&(A=eV3_wphoz7SGewYA{w2gp6M`C)DhRA18hp}!i;AeuSQ@yrg zB5T0pac6_44pSm$6Wno!MgxQ7mwm$p0w9&K99QATYko z9iCOAE>$6%@)GWm&TLT4(#h{&*6((ozw8Cy{`O9VI+m`am^`j{h4MZYLnfv#%6PsY zT#Ht4DUKRLIzNG-JzFD#huL|Y8ieMLO^-2%Iccja(_AzV3y;a>A0!{`;|pPa4&5Ph z$D?U7;upK{3FedBh$YTXtyY7Y%t`rC_YlapO5N%0OsAw8;cXA#CG2H7KB{mKxx|KX zxLtvQjCydea32wG(V+B2{Zz$vM}A%lvmFTfv|9=!sJ#aQhP0nR9qNZ8XzaJnP~f2Q zwolMZs*H_F$?Tvjz6CgJMnbg*Ljntpjjf?X#;886-N<(8t#n@H=Cx4+&86i_MWd@+PB*F=4VhG)_|YX;-*$`&Nl zg)#_&Mt7mtC=-}%AJRZQDB2W}A=IGoMag*^JO(X|+vVdc5lGk^Qs~c)wlr@}mdU;A z{eKGrfKf;l0ApJm5>E-Fv4B3*>_CSGx0Q9fJ!wvjd;eI5?@~xB?&pPIY&2j1qTBsK zfU@TDrJAqq*M|$$oZtl3kEXJGyvWtnphr*&MUmE#kz4wQr9f1I?ba*Q@bk7`JzWM& zyZ+_Ggmh4FT?FNytq1D0Nci5+vKtgb#?ytst$<)RJ2jd*hbVeZj+)j!1+5MCs1CM# zh}f(QzWXFwmTGtPlhMRLHE?*K^VxcN-^DhxK`Nn6LlGcU2%Wqez(!egk zI?=$=*Qdp_y^X}N8E-7LSyAv`Zh>MyoZxj?QDNW{#DX75F&P~Ytn~m5(pc4A)WVK z3FWmrHYzKM_&OE_&Atirs7fuW7hlW03(G4A{*u2*42txhnxVr+iHxLIlfiU?$~`7Hy!JMO&BMO#oq@*> z`o%wII>2h(nL@P$!x=qP=`W_SLSwrVFH!sv5dI;*tWnFb^oLri;jKsgjEkS>YM8zZ z;roM?M#!ychxvN`o22s5Ct91HhkPEmw@LY*0h;>u?rhzEH}FXj{%ru(Zus_cqw`75 zuby-3Y=VTAu{6)Lo5xpIaB_vn^oj=|u>GcI-=*UZqXeENF4X@%$=W59R~0T}8bu%G zzdNJt6zy(YuWb&I@pQFymUw8f)*2eo^dJyTd~Ynn^SaaH<|y%GFoa>IIy2(+5@Kj$ zk|29KCm6kLd@oV_KNZqiMB8^K$eoj|dg1?UIuk}K(@MZThrAU6IFT4cEc!2sJsQ2( z7C0m;F3|55{30P0dl$UY1$?1G&u7|cn|JC8omwejhKjXovjD(4QD!LY`utE`?3pK5 ztW^y#7Xy7j2DZG{uN;4_rO;RY>G+q&=>zpd1y15&fZX0is}=<%)E`g#h33mxx|Su= z@qDSQw}y7FAL#K)6qC_nwj>rv)cZB&Q+Y(L7hB_tz26DqO$OukK}FmSdj_j%wYT~$ z&wIyQMSrJDU*WOGJE;S(qo6)pM|48;XtWv}PeUPMV<#s#$?)$%{(3V*K1$v3(fl%1MvYH)jXzUNS1#pmv*y0dKU6@yfnC|D@SK%!(55(Z)R!emg0Jq}1 zhEA) zb{T;CC&om|@XxRyrdZ)og%UL+5pKc0TIkMb!VP9qS-(ufI@N-TuQLZjPb_|pQ@vycBg zyTy;)kf?a51bwSg=V9<^p(u7yzi%(eA#5MZ}_`qM9@wlkTDA%u@UL zV7GT>nD#}h_I&oGmCV|=qrz=i%euDS<{W*0zOl6Sa9$mo-6Jc8Qgwt+yNRpDes^>* zDzleo>hs^m*_|lF%|`G%hXqMWLUsS^0^0%$2-|ATIgSUzAeGmh92u8A2B4KVEjlMX zra)79QR#H6GN&u8@dL5ceGP0hS=Ohi7dykaW)nrR0BbiV-XNPonW0joAUBaMdq{HZ zDM@0Z`FJ)?=T=$WqTXBM^(@9Fd*@`KYV{Wu+b4~}07H1FCbJstQ&WS}6wHN81wMys z#7rsz;}3FK^e(Uag#dPPxsdfqu%T#IwjS@eaeT$*i7PQ;xXE@}rjG%9n8|*fjGa56XS|EK;g_CW5z2K+8AW_y}HeL{(H5wy}fJsFUi_+j6XvZE` ze~Bq^%J+O7O>d+&U*nl;HCp+4)LUb?N#3uYmyk6aDS9wvK^f1WA7w}))}Pw^Xgs+? zr=(o}88lZnUuo+4XW0Twzcv7NVi-K!9MgOrNg2l^o$;#pJW9{&b`=S5l3JC^AfW2e zZg4&=fjrYf`C{>I+7zG(i|6?oo_DS-fQbF|1HY}(!!-e^?UaU6u2guPkx?p@qjN1awRsTjj+RU$uAeH^7a!eo*xw)v7B11u zOnRqCEPG?AnJw_*VW(Elz5Y~lI!C4IonNGzp+p5v>HX4F^N<=&W?5Ip{AmuADj(_x zr6Td-fvY2Axy?!;v>F4rYRs+_#vsi)SrRZvD=||)b%*7TvL*SC_7r-S{VjM!`pm*Z z-MA@^qg=z~;R3P{N*vRSlT4Ye#_vNIU5bk_QKK=Ux+_-wrseqdS2Rt?piOqZ*- z-HjJlI;KyNRHH0CN7K5rGvE!Kr`vVpxKU3(@iw1oo`N7=Be}z#!irTW#-Cadu%#u{ zM;RQZ-SYS|UxybUMvwvnxx(w&Ew{PWd|GNCj;=5_)rr-SZQ-UE$^uKn9SMg=z`XDy zMP;lgl1O60zyXQd)fcUhv*H%n#`PFz#Ap&4;w|scauo$k-tB?7876%$=Y4wVc)EBu zM~h7NzYtgGgud1?ZTW~3d*hj8niazs)pviO? z&(8o707ljEB2{w*UpuWtW()@0M*BM&Esd{YxZAhp^!6>gJ%DKa5v4$dH*ox>~ z-znho9?#ZEI9>M2iZmZJ%N`cWo7CcXUtippY7)}hc8v83KYlEnEt=kiuPr!3>o~+_ z{P?D}h(^7%573Dmba0h}{|*vXN!F$y$gNkJ0P+rFe=7gS_Zz)NC(v(6?|Y3IXow5T zd6GPQ>x^GKOSqT5!n_;3-tD-d%4}8;NEP%z@|ulf%EM(e0E7RM*oo^p<5c$D*i_kW z@ls<{D;G!<6E(sV{ZZU$r0POy`O)3meNmYW=JU+iKfjBHcUn>Aa5wjqYY+S^u$z8g z^90bxeG{UWpvN*Ut(H%*R|FqL8ih;-5(KGZXbQi_(Wd`8o4GhH$HrprIw~jc+7?{3nf*lkmxAI|46Iz; zlX%?~pM|SY>dfz4%FY~oGj_nM97!a;%y9Wrl}G3~_gnq3TI=uKdM-@6xTF%OmHmI# zU;qYe;~-p9@}UA|Lz3v{sPAt`0FH%k0U!6T@-m_CD;Ib?1d{1td&i$_`M;vs*)~+l zh~L$=Yz6sWfXeSm$0rsH8k+|BZ`t|xUIx^3uuVjTdD6c(*ML{>DW6#Tv+(^FpoIWO zU~B=4m5u)A&;P6b`^5STYDN}8KTq5gOj`hY<)vF6I0Q@#Hq$R@-=}+0x2i9EPVWi$ zJR(b$-6bOleY5q`^j6HBCwGdOK|M12b1lWj!_o8Fj+zO7!QZKKadWKgTG|zz(J3~NhbBzs-O|K&LB;F&pfY1UM+puI6=|i*B?)MA%}XcGkGI=X z`I8q{{mKlphJt^u2&CKe8wrPhvM9ei7?nC4PbeZX8TH7WmCI8DP=(p~1}Tx>Ij*(~ zivSl4_itkd{fq_bDH}R0)+w><(w>e#eiluXxfhSBE6|%DK_M9Ugs(M#k3*j^>a4BBAf6xkPN)Q;l99 z)wvu`$gdA)qXH4*;YOf6ua7wtoStf=At(=%Kg?H3&5r!sN+S_BK5n?4s8@z1aICiD zP&j$oh1Xa@b{(!$<5NyKfIm?|Jve3%}Q3>eU!$OlHU= zG0Ub>g>LCjd9KLwciU=3zygWDBd*Q5(P^;VKbRDh#Hy61;9F|mBv#yj&SHv$!{xH3 zUfnrBx~2|yX92!*bG%3`CXK4upNfP(r>~SFlX2^L*(#e{n|HdsYIn8ABoB@4(Rw&zLE0INJh5sU zX0hCWd?B)|u-f7o%rVt+FIWx&@)toIAmw3QdBW?FL#vcu{5C>p#xQ7$Jru^v@WnP= zx*M$Sl3k-8b@eOX%-1}>rH~(}JAZrq!hQX#Fw_m)M7DUbCjMRj59v;r>!SJJ!1_)K zqOSG>vt@uzy`AbW@l|qYgssV0v{Kf?y_VCf#LA0{X_``%&p7C3SWr*ZV3SJlbmXzr ziaMI#9AYjHayEgCLu&GED_XGmSnyjKVaw4%vpOQ<-0S@==|rQtGhil2dPk)POqU@- zyoKs&rR^fDw@D-J)skCE%wKo3A{V8B;Fu8ZqD+2FPonE(vwp71y`6;ub zsh(x~e3RmxK2LV`i0IY_%(kDRHV!N3m^6i~uD8o*j zrn?CbYN$*>dXa^}Fqm`#akrFYs2b=hnI_>RmReH?kvE5SmK2rK&NyE?H*P9VP4$G| zg%A;wenNo|6{rEUnT-d?MWtinrY&anJ({48S2Amj2NTsRb_Xc%xE!MZmkGS-vmcvA zd9;ZG-qiDMpJMxWn-&OB;}&x)E0^E+nznsL;?>u`x-Mk%9uad|&ER7kyD(<{YS~w( zM(s+cW~WWzUOaBcSS6Ez!)#Dv1oNjYY+n4Q=b@jq0<}Mh?479e^S>R<-6!(}y^ejp zP4&zY%*<&3RoNcRy;}Cx3;y$<){?+z4Q$e)$n3>*&&D@+CU7uKKG5H?2WRw)z2xlU%4Rv^41YkZSy;+;Xu+84Ivr1U+~bW}k)= z4y`#Gp0=$1Wb5_-GLSX8M$4z{67YB;9u^#?cZuApApuR$2o~xNN1HfskDWo^-+8Wb zbRCOU*PnJilTCEOqGW4^>XRA8eR!~*SsJWwKyh$DDZt(ICOspdSSy9b)~G`|T2&_& z4Wq0y9gQU!AR~54(Rd)~|G^z!q~ADDGnB+MJm6|o*TM8-CWw)ydj+E*==(D9`rw~68w^PHI z^-pXwyX@IKL+aNnLD#$ArdF9R%e~TV*4aKIz9p}6dTz8ik9KsS}E@!+kfYwdlX9gVqJ zIGtCl&l*dqrh=+(Iv1kYU<5pP)M-S_zS3e==a(97Oi#N(tHqWdHLNe$cA_Tt$@-1I zxNx6$=(MYC{8y3dbcIEB89u{4uz~I;<|<^-T)-<&(!LL?crB)z5lvn|e$Dj8v*| zpekP(oL_}qsa%5PYJi;%zvM^1`~LQ9mR`aDfL0&(SBfjE6s@NloersJ;u&W6hj6Eo zf23`6#eFoNuW~I!sKV7>s0AI<5Mbf+WW2dOnbeQYt7TKp9WA?ldz+h<5N=EJ+ojo9 z26Zt^TCE~c{2m`$kw{n4GZQESRTv91jb#$U@P2W%Voe(4gK5Y4FYnoy;Gu9IANf@5 zoEUZw_{zRSbu{oF^5zYKpAo`8iNoDVgOdw@-3IZBB49-$Y!4#*I{&WBq#}ldOWXW# z^`l=o$Bct$Xi7;AI#pQd7Psc=9(*L)jQhZ=Qwv3$Zx+LBz9}(95j@An)~`@G`x}OF zPnc!{ON>1m{%vyzVGgWmf}nx^khyYci5-b#njWeT7ACt(nJF>2J49W(s8j->?^4tD zPEf5;ueB7MEz4k!c89`%Uv{0F`&W+8vVitzetkVQ+;P-;ug##B6Cn@Vm?A5?h=}C* zFw`?Nj=^}$I@orUgI7jK5eK4L7sf&YQC))1=UT$bt(H%6~?XJd8V zcNX;2Gn~wYLLB*d|H-vh!z-jX7|TK;zEo$New8K$1BsS9@i(9h_Oa#Y7%EJF-@mu# zz!Ksynl9De4dr$OIzIMMVDv<=)kUF50-{BvO&@`Av$r9!MJsU~#EtnQM>a7JL+1`{ z)3iOS_0_?Cx1A54UH<8mz+NJ{AejH~r36nK)LV2N$!Y)aZjp({hF8$7Aq zTC3>}rw`}aDdD{f1k@@eDvHzvI7w@n;R&oRkO2W4V#Qjlv&yQ6NH5|LX>e^t_5)S> zZlw}YLUtOODTI!P6N(pHaDddqp`j+5!rHyFfywK}dfXe@8o!oSWadD!@`Pe7yH;Tg zg)v$n{vBV}rZW5^YuOc7ZcS9==)bB+0Hkbmea-xoH>Jw(btEsIJ2`fZSx;U9mBNYk z*s1E%Jo+)_nPany-eT9BzjnSPT-G5ajyg$`Z15u$I({4el6ShkL$&4jkRsbo6rkRb zfp@ueh>*J2hJVH)eM0V-Mpd({bM6`{k{C_pojfdk{(kGLFCBReh%`^xV4JFAWrXb) z#nEW`Dc8Hx=K>C2v5EW|P0wbiRPrKEF6u5f(GzlMvxvnbvVKjj#;vM4xZNEY_0V=9 z`w@PW)bze4U=@Mw4Ae%4$aMTNtCd<<8yBIo^o@#T^xVARMozbZh9;5tL5x@Q!r1Mb ze5rz7uFlJ+p0NB)jCKZWA!76mWWr*#8N=MzSUC&~`L-lR_xU`g&8=DX-^A#BuDfmQ{(HK^!cA8+;X);tEXMlqT6 zr!#c70a8`Mm`xKLVt*u+TfRiMxkNYmhz^HnWAhfls`>{-gt8h(+NnF2(@6ourPahq z6%|kd9Bla7ELS(kBn1IUmEL6gVwZb0e6b#|rycq`3J z788cUsng(akPhD+imNX6{R6o#1k3~r9I|4iFVPo6+UuUlx;oWTP4UJf94wBfbhQEv zz12D5)Csfe8dlMZ(Mo$xAp!xu#*=0>!TAP<ez(qAY7J@hDa3hKW9)N;WlOp#nt;0SsF`9PfC}`EOeb=>;9!*8ju)x7k5ej>5;BhG%1wmCcf_ZcKS+oKSH>GZ7?!HwzrW~9HptgN+Zv2qjB%gvTqEOA)3T!t(Myb(+eh;CA+&LsX%bd zJrroie{TfnCO+}-O&<43tDQtKLN6Y!OVh$fB2FKd*mh4I47~~NL{?#)Dwkm!O8a@y&v2n2@)C#^GH%=bVPE^vdK30`#KY3= zQ9R#1QS|l+M)~NIov9>-z^Hm%k&7XYKvp`;H`XOy`j_%Od3JgxMK5o0Ym>}bW#$ZL zhr4MjHL4-w@qsCx98W5nWNaQBlbYW7aTXRb-+=7W{uLV!;no%&_r{IzbY|;#ymdoM zEHe3d_U1!rN-Q|}ztx;Q-q7`&c)a5gg5bvo@5%~5Jsg?@yG=6`YOF_f3w(15*(~(c zn3xvO>(VOo)GZtSGa8}X&1%6zJzcJ{a+3S;Q0VMKroFq z892HE)EPO8#Yz_|F!Xd1bx!AMW`>}n~MSSeDHV7zJOEi z&JM*g6_7?4(9ZIG?7j9=IMx1r;k$8okx#CJ4~C*_``FbX^MCK}U*zT)=kL4x z|DmzmHy#8I;_c` z8a|HUZIOJ}{Cszw$u_uLQ|PsXvGwL(0IL)oU=s^n=0C#Up+E$N#>MC_R^8t8r?lEA z7O0hy-JY!8I_ajBoGq3tUjW=~?l8SZmBw#jMYCdi;xKzq{UhDsTUf#`#j9oG6iFB3 z>}n-iBtWruInK^&aa8*3ExiH}XmXuYor6$1oteW7ybxW*?lPgrZsZyy{1f+>E0yWcbj=$6Xqr+Vp(g#+Rg&H$5cV|$%xvF7sMBt&FDR&EB;5!E7N3cdd2Y)BT0iC1$I6I|WeSRJgS3{3cmJ`{Tu-_`*R~`ybd3 z3wTwqIo*mrD1I6cnm&n>JtP$gL7k{}mzT^c5#B=_Ob7RLBzS(fs@f)#eyBVdrP+n? z-5G7YDGZkF#T58w1RqLnR(_c%$`%Pj6|4cRr1vb#W76u-hQ`xQcJmzeE@0M5wiQC* zH{Vg>#R{P1-h0ApK9)e0I;tbQaUpG#YjT|JVkB#$U4503)AOd7^mZpB3+9U!Dp=x{ zcZl6BkxuI`fYf_yAcf*iOTyk1 zGb=R;k1de36F^aM>}{PT)02+Q+jQ8wQ^bou&@y>~2z-|?WzQ!#$m1TW2TQJ92!v&Qb)Hjbyz;((J&-X6)Kv}&_p zC>~#UwWP-EC< z)vRNAq4LH+SGiJ*?YG7XFyPt+PfD621@;K&q#@}Hv|rznO@PRy62{`N0KM~kpuU~h zWT*~aOTmtVaWLYa**X#Sn}`QEYuWwz=EANp9ASj5(OkW_ck$cbsG|QpYn!Cj7W`47 zGX^0!oe!If%n0Q4M#70XC`99u>iwjz&*hDS(6x&49fAxh8gxI_^Uy~l-H}xt@w|w6 z@o!!dcdts7XX#ZErPI!qToJSEXYnTr9J%}RhRV)i&dz`$`pegeXtl(cTC2qs zQ>BPwz{7Cpwr2$3(1!0*W-QcLnG1H8IoipTK6Z>`qtU#zVL04+v$j_R3;*SQC|$Ny zz#^ZTx7)!ebmf%kETmK?4=WVOx2td;)kBeOale%#mr0?$N5uG1b)b{XZk=re2+ns3 z@7b+#jOMQP7xm3&@)`On$(vk%vaVOM0blpAVnPAFT1P%xqCYD$Q@ol!%cyxe(;UA> zj?>S*YxoerJq34-d2{lU+l>b(cPE1*(mqlFRO9&W*HI*n#|XggY1y_LRNiJ%Aln%6 zaM`Jm#^+hk3marZvo}?r?B@PF=K#_sc@Z34@g!58Nl9{U1^0(SiqdOwqrz5JyT;k+ z*O#aPt(q0?nui(qa+EqAuubhMl-se@yX;4ogq~^x77Y_X-H6r=M_!HkO>!FD@vQkd zJY3=6o&t2G(Zb8%Uo+;RA=nERBBV1=&w~Wl=Tfw*J8UwTCDvaRr?J zu|T4gJkj9mFl3hLDb zec*H(($)8cfL4N#RugRTY;ZY`Zoy|$n6>=eUwLCXnnFHZs9LTX%>5<3&6mtTVAT36 zFE_^%y~ELzs(IcG(Si2lsrOTUY46_XG&b+%_d`ydJcDIFGQFibbintbt$w#8mv2F} zl%R8MRM>`$eg@f1r4 zK>=YyF4jN?^bEDlwdB%HOF)6WdgF&BC+Sq<< z87>C5lais3Ylf}!P?Tuy#KmfO$5Z}CLbe!H>8YMuQoBs|i@^j6yT^0b`tvjYcSo-h z94OBDI?V+8+ry3DnQf{UU-EIK9JubZCY)XKioK$%T+@ra6l%}f#QiFYP5Gy9YDbh4B!irD1&fjO_$Qk{I;1@W81YrF7opUjFFLFLZSr1kA@ zPYWFnw0fWHybdwO&D3&}*;^{H-EYYPQ<` zaOIqN2mSd(pn%LlJ8oG zdPMRfiA+Y0aFj$mdr)1^IK31=okH*^wn4Xm+G`T#7Gg17QIC!hKX}^un!o6q9z(5) z@C*j09*B&~Azl6}@R|vrPe|9;AR(n-qK0{q&k7v%m_oqZBvoo%@z05Jdoxvn; z-!OVz^_B+AKMraKQ~6icu$aC`U|`&1zyB9NBtDr^yEZ|?jh}I@ws>igdfbW8d ze6N;@`NIF2Xe^H|@<|+tvQ>M@hA>HB?M_&;xhm;drty4B=Di4EiG#+OPSQIhB57}A ziVQ#K$WQ(R{nL+WfuY5{D}8-Q8QH4isLb-Q1da2qV@F=GLT0wmC&Ch_0;v8u!ugTt zbW6Lv%UW+!%?sl+WjhcK+TQ0L)KN6ZETR)RF54ygOFl*uUHOGY?=RhCQidi(;p$64 zJ9-%9+MsjFfNeiqi4X_9Ayln^bynwaI0JJ_dyVoTfv|F3jEGR8Q| z6u#pLg8cyOQZCA_&ppVX8sv;l4VSj2_vdnvfb}>}G||KLa_@{qA+mvp3^v z4#gB+HSlQMwO-u;NCXw zuh_PeY(D03UiafsXEAz587Y6V(nwKm)EjNH-Z>~}@<#uc3zK#zJbG8WnKJppP37l7 z>fio26hxef#%@f>pVZlFFbk?3+5?ixIsIepkfeY^$?o<WgMaXARBWM|bm9b=tZFlm z6I0z32GV=|nYxu^)>`~)OY4{jcKM(88y@I|Yz9hJzOAZ*{|v>XDk7LW(@iVx z5@?G03{Md`i6W` zikHK4NbYg#*@A`tAfngm3Ua!BU&0O)lrig_FpC$hIlQb8p-qjqCj(nwjX)r;eHfi8 zKs8`MRB3uoa;C9pzK|8=Hm{%>`na}tl=3?xU7osoy?v4+zAN|C7xb%JUTF2oE;*-v zD31tVBwfRR5T|ebp~4S6Geduz!}mi&%F@?eakhJuRBuY4;cJ~Dgc(s+6^Gd(FtKB3 z%oOIAS^NSNH@b>+OS3c<(kD)S>_ur+KPrd1S8R={D-mWV3ve}>Y4j%$mc>Y5sr1?i z(#FYUFN>g0wrKW7ypveKM4=L%;fsH`_me)|9)%``TPWqe&!=}%hn`+`*{V+0t@;YZ zK^7uD8*8DOYHWqcHIEJ(^~-E2B2(t!&Q}!)yY_JXBsEQchK=q@&|KEz7bGIqgYohY z23Ljtfk{?>x4REv_jtqgHkY^2FejOO{FFcwB*9CbjqN$d)K$?~|$)gD>Gl{=z!7*1(S4#D=8ltRy?J>f6`MiD^WUGiERJ2}>Nc6dpu z{{Py0tFXF~rVSJgmY@Lw1Pzej?jGFT-QC?c7F>e61b25$umlYdB)Ge~a~3oIOuh*@ z*XQQk>}T!GVs&*_b$4~u`_{6WU}a6`*2E5eO@_)mN221`L9~1vM=@B9R92;cn;STS#Q;`G#@+=0EmkY)WM7+zkT5J{rfR;I; z+0P)3y11841brJ;;^>xdj8OHOI|BL!xY21lHuRB`-jkcZ%4aZ8)xrxv!c@9I!UTu% z!vlaaTAgCgmQki3AzFvr;KGxfDj5W(pJ(i-J}=Of2upl%gqaAI%@$Og@UgOrT~Dlb zjLPIA4(X<+m&xpC8g#!nXe@@vLO(JrFCt3 zs_KP@r7w4D@7J523wamnv`?J! zs+JHfB?2b|#|B9VEkY1h*Ve zI3!`KI~OAJZ4d9@xZ#)*4q6kUw|GKZY>A+MD7{Nil+lcV@NP4VGN^>;|EX?uk-Xk; zhrK*dlSTt=C1+!tEJIUMS3u_v`BxR$+MJsXe5-CyAal`}+O-qcey4F|1 z+MeeUBI(fRPCpP&yexotfY^@Mzz z$9--Hb9(S5jiWXpsd}R?O83ny*VNQSu;)P-${I@Z+bC2?g0882AXE4i?FG5zWSrq^X zyNR3OjP|GxlF7w(e1@OwoEazakkY0M2{x(9lqX_|MTxFXhVMo*wKUUSjGRlOn@p5;TP>Vm$#-WZGXaf!B-kPr|#^@<16)9*0A zAziO9;)~MkLOLpqCFFO*B{%{iX47gA47whc?|JzWWh1c}q(V6kP4QX0qU~PTJ@mY^ zlHsAK$F*F_zP(04>LFGUfl{(Xpw?)4_bSEnODFVfE$t2T5P06IN{Oe1{E-}hGA;9a z-FcmBLs;(ub8hMC$Rn{yd#ob47xL;IEM*dhF(O=92}md$i(;~T;k&i$#e*mBnf!PD zm$-f(r%3wU)r+xDj{29MjSC=d;5q+6v|IyDEHxFN*#?VbH; zL7kOb!Thn7LdFJ=bKz_dbjjz6C-K4m2r4$mTkebn^16)yQsds`3Dny0UUx8N7m^K7 z?+vU+TXHpI_Oo7WPmWiL99~2aOp74PXtjIk+Y`EFmuyrVP>vU=@@t1;6quuz1vX49 z$mrED$?RK@(CcUz_QyI+gi$S2pXUuGk_4$wRCsZr+uX*rDdBQDOkt?ZO+@*@J~4FhcZy=j*BRY0+(_RoHs)%U`ED6%Cs`f#7RBK!c ze-tXpN6stqAWB855-&#c_Obdvfjdm%$z2$bGxw`9p`q%PTI^tG-OJc&BYQZDCmgz6 z8{K?>FYIWwfx&KB54d%@Ese;AFh`Y8^jy59b%cN;`i9^tK3*_cj^%D8neKldECj-C&vZW$HMFvth8AQl3 zcP>jX9mKOGTCGl+jl~Y%m%(R4wkHa6k+M^B3+xoHHISeWc_X^He_rTP$t!mw@MV4u zX;&D-z}`f#UU^M&<0R8F9bbq>B4&V9>n3hkO=Rh4-TZ_dA7z?P^3cOIA%>a=+C2x^Vy|G0lauveGM^BQt{P_6)JBkdG2GW-;9# z26-UNA0}G1GjO}UrbqBwtbL7;CTG{@PtTBiKJ!COTBmFjgT8s=vl0M!eH(>vS72R0 zgl%YACq#DdJ-4j=E?3T{Pcq*={@E49|216vyTDi-pC2uT=B+*6$ga+NQ$>QYx6q-} z$Hhv{H-l{F!{F+f)-!yy9|3sJ)?|J@B74LRehJ>&aQu8tCz&DG1t9Nz5uF=ee2%<} z=klQi@jBWKB^X|WTrw^t-M%lB|QJfcG#c?L%P= z3MH=Z^Rnj4Qhp11{qC)h04&T&;zdOW!r1Zt2KKDnk(#$|7&*9eJiYv61=Mkal=?JFv5)&8Vw z>SwDjZ^of@DFc`mrn-k)$eBi{Pv-$h~(>+q?5)NPXkvnNW^8J%_vF!c;@7F5X*3 zqIf5Q5J7=kXmGm8f{DAdN(dXD{seNhy#d)zAG5 zfQ7+PE8c*KN1%~gN!Xor9N<8NX*z4ox7sXyN|mF-d{3^N`qHe9xWUZxz`ubW*Nq9So0nLr~ev7$6fxD~^9gV!iI!^tK5qrx6-b8TqFq~-oN5a@)8o-3O8o~!_ z{v+x9@Bui#UHZ_vhl9ensAbbg+`?K(l z+nt5>nqK7C=bxhjKz1^Xnw(flRSmUTlXZ$tcJHN63Z+`&UNe<~KmdB1!m~p5*8=lb z_W>?{&}039aiZr!xaIj;A`ksx=u` z^Lkj3R;{v0Cl-wsxN-Co;2EUIJX#u}(X2<9ObFmG+>t60zO;ICELTS1?BI}Yr+N;G)@yxCa!m%JfoBrU z=jO_LY#bjvD2Jk}-SS$DdnMV*{Ad5g1p}%%RNB{DxmEP_B1F5-2Isnj8`y`OSGHY=)}^m5h^|9YO1t30j0Q9FvCOvubg?k`9nlOn5ISwz<~=9kO}A3{Ry| z1F#+_NK8kK|wYypW!fD)^O?+qk)?%h9MFar#4dc7a7 zER(X4iXH%nJE3}=WrE$BSPEsnIc$On&YnU4M<5KlZ^RMU*!QIbfV7R~sw0V(-ykk#fqfR;)eK7hgJ)t9NB5m+hvg3eXP1aCk;c z6AGGb$1p^%?NLqd%*8eLd%{yjGj-9}Jl9KNsWioighPnOj0U1d^k?y2W)#2-1L6E{ z^PcVEapZA|CCLQza&U}~6!qfCGEqOF!PU>5Fil)4GY&f=;xJf(+5p2T3aCoSfs2H6 zX$=9~gcjte0;I#TrO(HACfOJF0weJ)-g;lmYXUVv8(Tb2lz>v8gez~Qlqx@}6&*M* zo!!lo`UN5;kcQ)YO;sHuv0D`xt*~Wi^nPfg_Fn5#RQb(#XX7ShGJU)M-8ziw7uRIjZ{?etiIah^Xp)2l919!psY!8dqy5A zjg^KfKqiW%k{1ikSOM5`FPaAYZjfqj^zPgo4fJHe#>y5t>ULPrANV4^u)>4X1fPEEG4 zwR+!Ozu02YiK=RWBjpc#{^LD7BJZwiVTqAikxt88lT$SGi4lVD3AMal1XDOJ*L$^k zGeSjj<%{CmWloi$m^rxJS`m|61+N#Ga$Q)Cc#05o(S9kFGQob*k7i?MO^k(F z4K{ld79N%M4tR>m{3&W=QF^1Vnf_fo5=?wECX>}UREDuCC+5ZL(cGG9kF_5NoW_77 zZ|vozjB;QxI>beuSezUHDz=^vff299n`?%> zUza5XxR7QV#g>L<69uG?82R0wRbl|ybQP$WS*QP}abG;p>+pbkjCd+@@y&_9LEN0H@0hc=ucyAP~mk+F>m~*UZpiVB>;7n#V4t8&-^mUASp12VOd3N zlEhM3KkAUC06G0F&Ra}cPzo~!w}(qwARPdhXa0c8;T7ZA_x>5#X!JR66c@GrwZ1p?_a#U60kLk(P{+Ql6d?1S(j7t$;7fY7}4(T~zsrwn)yllpK zf3q`RD#J;cS+VaWJ3fX6asa8c!vU(nbWIuEvmBKo?HD<73QS^^sGs?VOLM+2R;;0V zs|~&xXbT*ysN?_%&2BHTIHG{MAGQkMdu?~CUYnb&Cx7n%zdk!S0FTz?qtY&`6_TH; z-G^nJr<-mM0I#?2Jwa>4M_Zt-0bG`mK0Q+OKDmn1 zvWJ_@ex5*DOCNj>H=RuZQ0N-w`Xw=@5(&y1fy0*~KpnQVg_T~*HK5K1Axj*Ap5t02 zt^!W){RIzD<~E`WNG}^t0%0;cgJC18PxZ=$4PpTZ=ut9R@7-99GIX!m%X&U8$H)Y? zV-njBv_<^vUHA@^g%~Vrc6><^|78vS$Yx++8UW$ph7|0R|Gszv_q=OSHakHef^5LCRiXRk9Yu7aTTj+nzp|L7#OE@-I)aJdYK0sd zK6FSU{|LeuCUFd0X;KiX?c%wSudKEFzQ}ly(nlcSZMK8iB>{)a9*glBf1m?YY|Z$~mwCY66$jQx-b zf~N&cKgn^D2n2Q5fnz21=EIBl$I2cCB)%=~4_eDz5qpGr-Q4IW5WP_oWR*S1$YGdA z-0$J(9UYdscxl{0=nNr`$6y_R9uRc!YUgfspqHEHg{ z1U)=M(~S?dN?05lEep+DUX+`R*7pz>E$dPT)wV+y#sjTLn}%-*3>ngq zI4>+TFKJmI^4l4K^txMzl^#R;o?VMZW?>0W!M(#DKF(I@~TR?c!o&>PSeN(a5N;jHBKxnto?_P@|O0znKkd(iPKr3 zA*AW!Z(brj4DCW!_LnUiuu}}`F$Tl(B^wM%1o_7ooge1*EQ(B9-%JLhdsK3IC=%eg8e`l=Fh;-FW7^(r-gU5mhX;PFJL0D}gB=)glpV1s|Ic5dy#GlIUrEpZ0IF z!Gt25(7#CweC?pdAONcl^&!LiN4j5f5`c9w{1WZot6e>C2-@aXiOVRzZvE#9f|e5! z_ELm^hi5^!G>hy%?SZ_ZJgVX4uGEjW2PR`Bi-rUS>?nm2Y0w%4a|CB|n(Fx8e<^7WD5- zeH{555U4zmfa_tFL5=nRa_&A~*NR}hl80yiCza`FPH?*Sx#`{Al_(Q@TbDX`@y%#A z0^?mSX6(n0SxM!sS>ZU|A+B!w)3w*zJBHhH%?Wt;4~guKyT}YYFn5H9#}o`d8c)En zPkFp;++F9~`UkCs$#x_K-~Vf}f9Y2Q5nTHmL?%6x$>*8IbEv^}*wK0IIyStY)e?^5 zxNwJLHh&8Z&-!q8UL)_gQ;{;qD^|{ZH>=A5Y}k{>2TGg1C(nvBo0+jUo*zs#F)iTs zF&drD70KsEsDFS4>O^@dIcX(O3!4B#tadwsT5B~fr!N%wBP$T^)99!i7yUlnpvT>d z4SSIrW^<*s5JfLU)>d=&8td{8FR(W^qEUa=z3{9e6gtm#pPP1Mzg+Zl*ueFc^SgfG zaFp3UTQ%?g0C~n`4icJm3>+ODWjy~VJl7!+LmEDQw9hhF9GwM)lka3lI3O9zAa zM!2|xN88xgXtk&dEXxg@Q5I5R6==K-_a6waH)iY|hCugCn_mzZ=irRO9{SPtaaHTR zS~+SqJBHF6FLeXAt%oH>HQxvoMvfKdSf<>a^_2V^I%28c&}{eWJRfGzN-Go!$8K8l zYQE)|<8ljg-#w7eGaI#!8L#ArxjX9XuPwDnY37;8Afu6p8^38mpdQVWOkrHj!vWqE zfhOs?BpB}K%Lcp@Vx&U-gUQ)8Q`34APVJFQoFF|m;2;!)*TSH>cR@TP-c_uPvcOt1)Ve^q1*CQ9F zCMZ_@e(u9<7|u;p^G-I2cx*Lg?~BWp^-~W~Y3WJ*6+EStp71#>vI}-D8@=4_(1dpk z4Ez|2m24IkcA7hP$D{pYbLq5qH)&hvQ*7r`*-U%6TWUvlVrSc~A86rDTV-gq=J-CotnkMj2|+Xq9-m}Z#Fjy&3)v*;`q>-Z4TXB$iVs4 ztwLq7$Bk4)I^HD)T9T+!e4HF<_V&x4IZ$wS*qp33VA+)CWe*^zR$ zX@QMDdz+1d`KL`@pQ-bdLK)-?6XxbrW$XH|cERTat>ttJzV<5w%1<}zVFg`kCa}Fo8bKJMogNgT_5IIg|2A$%g=F1%^YMr#K+s^73My%9d;M%QF z^X<=<7BdVF6gRoAa&2!umrp*d&o6Er0!j?kL{|GB7AY2=#>=-0y};Qn*q@st6lKQR zkIJeqa4y%nKCK>}#iNquYRndv$T>_mPAzMfx=cy8(_)SsFwS^TWnLSn>b5X@CJ*V8Xt{!1!QEK|^DGGh}f6 zeL2{po*jb-Hr#B(bll>2)N+WpmMJNPKurWLiO`A-jTAQb<4n({NPSO6+0e{6a8y4%GZ1S{K0dyT$IRy+SqJN#he-9G# zaLAyeq3Gz}Istt3DF8(MR8@iY-(~KvMx{VtVb1Zf{(owU01PcIAnmse75EBr2AkJC|h9MuGEJ_=1&ra7Rm&@4+|F4ml@Mzjdd zZ77lg@4PTr!yDO3iEL0_m?0X@kb4gU#Z+N0(>je7^wZNhkm9!~LQr82<$({nI?u02 z*LXeJl}mWnf&)oYX_W!(pMJxdlO$!cdHlxrT7NQgnu!D%tv^ivcWvZEgUTUk@ynj? z__*dK*HWgUUUWeSAkn~Xi5r{zDDBPJYM6l1m0RwS75&}fick*sh+8l`u#U90p|txJ z-XgqGohyCuRI4JMkM8D`lfLS3g12Wv6ZrFD_q$U$!;JJiC-)IF(zAB6n&0%TBaLxr zh?Mx28$NfSB3lJ1HJ!@qE02{_tPFMK~xh&TQa24(RPIqt2o<%gxNgpBITXN(Eyd;=v(v7?HXrZ_ely4 zrELcx)p$%LExzuSxhhDtYC*L|vJ!nY!HjCdwY;ho^x+b({%Hrz`pl-fAT6sik|@Y0 zmgkfYDuIS_FoQG-lAXgQuxhRSjVKGB5^Cj6xtVq!TnF&?OJs3}vx z?Ib0tELF3}?*eY~)Ty1chBvg8@|8YWm1bS7y|;O`C5JM@(35%Lvkm1j4oPaPzYLzp zhPh9$bzvtO$Dh1TS#L#Sx*es6TglSfYLddjl=a_(-(!CZ3Ogc9_$7xWzT85O2qTRb z{hXJ1m%kWQ>m%&MF-G~ufRFZWiOi!0h zJ%rWu^`0T*jgjlK9dqDSeRTH5hTZk-k>y?^_+#vuC2n+@a>tpq-=>A0s`kgr$MFqh z@D?vWZ!?R&QBX}OvHZh&Aql=9Nb$_+T$$$8&Yhkm(UT>gcN_ka8f>gyU&asdM7p|! zYJwE?$>N_=2BPu)sXgB93zQ=>@0!-JBz*cHGla|INzcF%kQE21B02tR}+=M!#N45NZh}u3}Y5I*ZTay7HDMNo~6h*B1A0EWKM*S{h*`BffMJS)=+Vr zH((uoC*QOjlv%cit&oxjr5(MLE(7!X;@X0I=m^#WqKrB^G-ZBGRWz>|g7msG_|Q zP&?p?9xKwF`!Tiooa?XcYG#%iH%)nR7bG>!lSw@Y*RreTDkl8f3ZioX_qbufRzkDG zItehk{Qh?^pK0XB4WZVjm+6T~gZa1sdums<0N(E%1)^}^Ko|;c(U$y)1__WO0e8S9 z_N(8MsR~OB03}GlIi>yzll>F5`upL_D1he?iR$_XDWCu;h(W!Dzi)%U&dv!qCCjoz z|BbEwCQMo(}KdsXN>!ehns3j_Al` zP6_?Q1i>JVU~_VF$&g{YVwlP}9hduRaTqjRMR@m;jZCLEpqnc(G_aqveE!l$hqeHy zpj*(;FjY+o1CM|(ch3mS>vZ&OLp}^kF==UM?TNGA{>_+#vmDC52PT>ip{13x~2M;)?$T6S( zpjMMd2eq&Q>B%r5AIbm@YGC5afTtEDfCiX}WPs-{ZT)iv3Iv|V*_HF|sptgBfGwDi z@ACgPJAkj8F98RYkW}ywqK^P(Cm^qj|Fpl0S%8CzL`MeyRP-QHz`~Q^Z=UuS90_oE zU4leq{}K3C=Xe=`p&e0}3jFocKUXgA9#{Y8?kaeH5)oDb6^M9~AT$5LA1;4vj!Mk+ z56zJP&BgIfm8j_e8ErKnd^=I5S!~G0rf6KUEMjY0$$fRoU`at)LIl(N`-2bj!R$M3 z?X<wwiW*FK0uk ziA*S0;*+%<@c6i+lDEKUmAP|+r%d>;v9Pf{oo__`5`Je2az+UUq+02e?e-k^AbzA( z-`tY=ox;LM%+|l4Yy9YS36z>ex4s^@o(@PXVDd`@ zI8PLVET7p&D6(XufPj`%P;M0sbH@ec5$vAD+P8t zbVCy)$0j$afxb0yt-aUTXPed5GP2I8o5eya4_}Y<*kf_K6dSXtD#d)8OxC z9aZ#QPMn}t+w2bkLam3W8sqbI7c>9ymo7?$UKUv1; zGl~)+XsB-I_?Gw@mAg9V%E?H-u>X`=xvAKAG097#$3QDCNp}qIJGh@s*dZL5s!X-8 z`JJQX(;~B#H%>I5^gHS>RSZwCYe3pz9xeq^DUfmmROnk?#C%y?yl!cuy1PQ;m*n^eYnF}``quC_B0+wALQDoXowcDK7ayf6lSyu2T{ zi$n!eLLPs1!euc|h z|40={9h(1pjL&f+kKbG7<(S{N5t4b!{MzvVhMoNX)rTZ*`yQ;ftYOQ?gG8;nvj)S{ zE1xfDOTJh!dUiZOmsoEo!@-hcUa4NKGbnW!m+MTImrs%Pk|^u>xwcbJkj*o#mn(ht z^Q!uLu`6Yf@e~6*B}~X41g}+(9}3oNc1uryMXqA!CyFk!)!jw;9ipzo(M1FM3bEVbIX$v< z)CXJrT4wVwx`td&c{10X%KO+UtGkJgQR!SQ_LD|3{3u#> zTkmsDPTL!4!3iZ6S%r?f1uwUFG2{G~s?g1*w3%~+Il=)OzKT`Gy+{YYbb8^;Xq9U& z5ArK2q%fE8(xpTaP?g@nMA#ZGgDVFI&3F~QT(rF$LQ1_bg|*p^)tb#Cb+AA#>nz!; z;5DA6?XNFSC6ymmKVP7c+nc5hZ>GsNto3xAAIOQ1RL)AYnO_;L*0|$Kz>g=7*kh3S zCVdGKd?X%sqKs8aLa|4Oc!8728gOIw{>;7zY3uHk>-HlRj?=9|CtWtC+pc?TOs|1i z7F2(Tbx3GlTgXl~AWpgvE^N_^E~^mAa=CveHC)7_WNQM8ujm4kEXG56d`{f)*Dba1 zKUfh{V|y}xR8`%KV38iw7GnsOs{ErNjz{ggp+l|J6b_3)4LjKldhTz*@ZQ6vFeJt5 z>y+Xkaoa)5_LS1Xv)WRYtyI_MC?g}8ZVXqDuKxP=TCvci7VfQWFx!=EZ975e4meBu z>|^EiRjZDKp_`xCgv|r;S9jN^=*W-Q2vdFmV0lQ_9Bg!K6WST&eZ3{!mi3-87pO5c zKgkOV3+wc;8XcjWJ>i{pP&Jpi-=DzGH*(PV;Q9qw8##3)|fw@M@kl zi|R}!Sma?&Cke-!cM!zu1zpy?zIzh3vgNIg(0d)GN9Ht#ouWOKi~c=$+>-86^vkMS z&(!W{P^cy3Q&{kI1F^>@RG2;6ITWFuF1=G53+DqUE~Z>SWyo0q(_YGxE3MMO@BjK9 zN8IKZt8hN#2d4#4E=Z98|IaXfdX=+2B{QE*C=s~wPlr{4$n_DHtm*=iUsS7u`G(fR zT%V?0M4mo={MdayBRG$B0*BkTO?))_J!Nu!ChX!hxOe8LQms$z7ztRjR}?v8RU5-e zCJtDs8DHGqz`xYvdfm$EBlDg${L8pkLFlfIj?VBBEuSX3!O7dW5^37PHJ%q*wr9KF zxXY}^MQuEYu5_`!=5l*W!bqC+HR3S(Onr3yUY7&^rIn?-60*fzE#dS+!*g;ymRC=r z)(EFyJH!>~BTUn&UJY#5Oj_oKxaG*3_a=hL5?c;9B9afD2_R-Rd#AFK*C@PU&o8Ir zbl!=sj;>7>_5Iihj4OgS@eRteY5`ENd1l0cw0dimqphyA# zP=D&Po8FHS3oT9Qr7T~gZfL`eDVD;}8+6-w`X&7LT2q$d3UU5_PPSG3gYn9*w+$OY~ z594el%_U1#iz?rA4oD>VJ}F#0VSzu8(Mlxca&DY^^Fa490=L~ZV&jnzy88CrkTI_kArYi&w0c69gZ-n`4E+>zhq z(DCTqwA(du^?a<6QFt#y&N-uSo08X-*=2>{aC0?A*S7uFrfd`qceT!D*W-B-^`X}n zHZl+*z*c*napD_iduW!256cqf-EctUoOyTN%=;(bek4x#%hxzK7J4UekT;hkuaU zS+t$0w_aysT$f$PUkK07epe(h$S_CC*S0Mlx-PMf8s{4AY*}@cxluotrM>3Yj+gS4 zU!*ZKHQY#(9HE`Pn9XS8jbGC!mIsmgeUn+(TlezM6IDLqd_xErKrZ^@qaKhWHF6yUV3x!7e3O0!Byn9Jf& zNw#scRE+deuR`Lb#)w)Cn6&q%&fGXo7$3y~X3|PclB=z{V6B6fJyaCun=*+R-Xv^LqoOJREjS4zoYDSj*j}nStNXpq2fv*EbP=|*HkcOwvg+V7rDT^E)TEeHej`bzS3!rE z;gG4z=*#|MSc=we@_u44O@yYp%8lc5Htg;~2+w1yidjKPn>CA+vo{WQEOVD8C! z@Jhj0`&rV12b=p#g@)Xtb9cDYoEH~*yd^(Ixr*?O$*vt8tbc#khFkxGg?eb0z=y&; zCto4oX)U}heI(DPJ~WT?!{jj*As17vLUD&i*od_!IhqEM*U}v$p1TL&#kkh@UG= zRN!RiNr+>FnCr`Y1$NskvRDWB_T4{Bh>2=m>PT4Phw1~T+W(I$1{*PR{QURT?}Qtl zZpv(Tzxb`=s4`*wHjQ*Su6>KY>#+XWFOA!^J7Z+Dyy`0X$+BKi8cfD*eW*F{@3TxB>k4~j9pgd-7m{_x6@Mjft?%U&!oaY%uxJ%(f zA}Mk{`(agcXaTAK{PPbNPXG1E3r26z z8&A*zJ@zd8=UsV*3s8n}+ zOE=)>wVr$3JUFVXo0x8Um{bKMxgo>a_dkB*xS;a*O%aQqdZbY`6)hu6rFGB@pt_Nq zVqWdBIqP{Bw)D!WuenfYF9f@{IoCkucZr!-^Zk2+Xm;e%njSEPILqXojvt*e+YRZJ zcxvF|GgNEsU^BEITeRKp${Ud=Xxu(vT;a$8A1>vA9~_Wbj0Cg|ChU0(O*Guyc)x>V zmlCpWyW8>Ir{0!&%<$mlSuX=q=skoaYowZc{rdWHiL>mhWJID{>b|3FlLQ-8^~={L zRZkJhXF`2_35Pp5IN|Vd!u98#2W@Lu*LzbHX^w1XC_SXkUy>0^k$xdq76}!)N*tdb z!rA-|)*q?X8n{>RV{hUnJj1XMLiAw3{<|* zo1T=5Rq~@9ocSt(4?3sa{fh)WUm)79QKM3&Usz=(MJVd~G{1zKC#T$)$}7;LrC_-U zhY|I+KMm;5t}hV_2L4%@*RAJ?xIKo>&`RNS4n?)Rx`N8aA1~HP)D&_hunhpbY~SMF z<)!1P$h;rBy6Ww2a~e{jEKE9uG+R#82M;8^?J0HjFh&+W7%_$3jz;n$1W)lLwp1@! zvyog?wTd+J@FyHmkhO>v=N$UD^pH0!xg1XZrwe5^x=)_*BK>G$0?G0{>xvcc+g2;* znnhYZg&o#fg|=%S_@fi%`E!U>*!zM*Xl6RaqvAE-{j(bPPGq*Y?xC|+{X1M%=;e%x z2W$p2%Y3qG!(nrRqu=LDybq;#pq(F#_UCz+>?izn< zGo0~J>P!J|EB9St(w@t^1{OkkyHUnMD3l5`)+Y<7Fs6ikR1W7k_;?cqNu~A$10)=V zMXyTavsP$s47)mgXiPvUiTNF_?&y1E#;qHUR0fD8Kd-cGrt#!zlwcLrPlqe+)$ZIV ze?!Fi!C#U_H44vtTOvEL{!-fVm?&+a>wL>ieFvkJE2oXVuV9d`xb= z!L)o{vgL-xhX_Z90Um*0{!hXDNZM87WV@OmZe&er6o2Fu7B*j8vR8v>&vsjgflpI{ zo0Es&*?h9$vC9aoqrQUb?LX`~o5JZued4GheSnu$*6ey&E!oz4bUzGhxJhp!ER@;n z?X$Rl=`8drZq+s=9NN^9Pre^)4t*hiE2Mu|j2jU-k?-LwRV$bnL(|1w{yx(XX$7DbWKzE!%l#YurvST&+22d5!KCahUNr$eD{r;FD!9jCs63 zycHb;<{x&!dmr*mRUdD7hR|0NmBMyDmsMkbn`Bq+JeQjaVp`Qb$?je{THqRi|nY`1N)wCTbPu{JvTu|s1Ou`Dk2&@Gk_T^#R z&x<|unmj^qG3Qvp+J{95EEzB$LBhsE-5;n{{etnM;>-hU$5TGVt1p*?<{bN$UAiN zik;;=(-ng$tTT-xr2QtOB`923&oYTWHA0tIJGgu7wsyK|r5_2322qipt$X2~{dzSO zg5Z6{70&~|9-Pl*u!tq0+rW<1;`z-nRT{yLyKB^VtD9z%7s78H0v)j3kyvg}y)%DN zGxeqwjwjKN`k}lfdhNRN^PG9MZ1TT*qh$dm+;$IN&!Q8bGzXe z%ghF4FbCZ0GnC}Ot;^*>jeXJ&AKZRldPdn-S#fIBkKmC>M# z#?Ye-F!g?vUAEvh*;~`RwTZZo+Z~>p3HcM_zPQzix3Lx?3T=jYTZRZ{*WK-{g&zy+ zd{COCPaGyU#j7qMHC9gWFN<#4o@@#?(*t1V@Ka=E9x)|q(Of@&1HL;lyhbPF{I#rt z*GfU`!U3g1UE)D1MTH4r+{K4&9|z&6&4xLqpuvK-^u^fWQc=}pygE~&Hm6F>;n|~@ zp#j(oozo(Qa2n5JROxe9(tXV~T#s6HAB1v0FTIWy{0=c3vTaE{MXYR4$TN|6l@D=| zoP6xO*M%b*Dy-QA-v zV}JZoLMd0p_z#xn^8-!XsKP0WwO&6nuP=(lk&QZHyfJ9~!diQRE=kQ==3xds%CwNM zirbUB0KS$v6gy*D@Qbp3?F55^N8gzt7Ln4%jf0xPdX~j{bSP`An)@~!Yr0Goo=>2e zvwJ*df)fT|;rlZEqBWM#d>b+Eqo%~|D3VpZHG;gpU+q!--2U+wn{y)*{VKI*D_%NHJijqg zrW0gQ`|eqK=GQKrk||Ygk0hk?X^r+1f2FjkU_E{hymKJL%!F|v4ujD&8k6j&eP8bP zkHV!I8w96+?F%{iN^KS~cnu@~)nhvR@RMe_U6lK?L`+RwmVl zLTUK~dL-y(;YGpOW11H=0+-eavRM3mFf~JB(Iz}H6_e6e*9NaTeB0Q*9OL(H@Gc|- z6h8&B!E78y?Lp#R<(_j`s{<|If!Xf2f9G zQRCjUo^p7j`GLx%i=ZO7S{6+;*}M)4@&Lp~TJ3tiE7@}SrixZQX|-l+F^P&@Nuo(2 za(?R{%`)=5pYE==q(3Wjfb;tj8rHt2pMi4g>_IXPr3{-m^J)je%eAks^S`Iu7(WM6 z=S(`_JE~&20xF!?RYLmw=}l@Ty?_WyjnpKj=lACGuJN|YF9r)O=&67~Fvv6m9Vl47 zJbuCTP7?NPchmIfy}^roh-}E;@(LhtEC$z6ampLPV-cnM&5bX{54(tE6LcGEo{uzM z_noxNRrH>cLosoV0JM4w#_l~c4d%^$iFHq4<>qYgDH4jO0+>>mnw~L&ms!elVC-tD z=nIny_jPk9RcCcu8M)Z3@rxe)N74Lf(*($JdLkY^HfEu#tG(>)wf`K%#a8p9*?yPP zrLLvOcwFs2w`O`E>4xPVu&c=$HE{US^Tc(Rstz#-m+rhj9y^c3bW3 zAeLNdxp`CtD>*y>RG@GcedGs#XOW<_oh&Xh`erh ziWJkJZL2$MQi`9|rO~)TF8Nit=fby_=YyZRA(V^dzw zhqo9dconvHX-Dng>16D-Jc)rZrLQYeNCo;{tc*y}$~p&A|EeHgVt;JrxtF``l0oo) z>87>6P559;*&FF+&k+XFY(`LTM|H*9uDOKbt~W#KUdD7bB9F7|z}q}E@9@{RLaa3< zPH>|0r7LHVcQ>;S_JH5QgiTQY*`_06W{wU=%d3g-Trp0upOD{Vh z;;7kR-7t_&fCSC8#kv;vx)8XNE z8(w`gp%RG3n@&l7(NV0@a$L`j4#ivzJn~7eKImud*`g2^7fl@7Y+O+h4Xr6TIbUCsSalWp+3 ztuNiWO9O#DN)^x8+{2e8ag@~5!^)a9Ge=XHbV|MrQj>exqfJ%e93xrOz_^D(cYO5ryzfOJh zTC$5BBXr3RAGcm9(R+@deDX*w)il$WCAw5Hi=W#shwK6Ar2IMRky44h$?;R5I_~h6 zKdC)G$)J`;o4B{5c@S)6z{noyUAW;hZ#TL6;)#*c2FOw+Zq$)Xt*X}DwWvHrEQ!q! z&g$wXs^QkNB&`M9gruFXP^6aw7mCPkuE+GiVQ7FH*Xs8v(? z#7BHbNzIpHJ!bE1CB7lH)CZ(?nHWOLQqyy7#bSsVtXSstbxLdB1?r3IQ)aqil_Jce08`nlATMnO>CCFydU$g*wt{it;-&AL`^CjY(~3o zcAkKd5AgT}{j_GmB_#u!j^rb!(a~wD2FjUEp`o_^WqRf{u~i`VjkD1kQVv>i;di+M zO^FSW_9f-EwE$(tiX$UiDh?)r^$+2#{FqkXMth{BK1EFVP5i>Suchi!UGdFs<$xcQ2muF`% z{w12mjCa2sSD~w6sg5D^&f$v=+;b7{vKI`CS zVZ5I)XxIo*_#?Q5W|wlRmf#-uUL@_0S(r(hc7YoFrGPD!;TYXkoy?U^O7F!=iAtYk z>pcwqy*|^}oe^r;AK!#Dd>O~bmpO8+`I`saBs2A#5HkcX8iJf+UC?dyvQ5 zsN{DZm-FR{>C4TQZZ})=oo`Pxr9r%ZA;f0p?l3AblU=_CO#??0hB?PdQl8P^;z^lI>@)oVr9f(KE;! zZ^m|k7foe zJCTPj#xa3Znc&MEM8ecbdy87>7C^?(yBmWZvuuS;VITHnUsSk2H}*DE>mm@?z3#F9 zca_#T3PY_(fz&6`LEITKl7Mvtwt%p}PGU7pU$pr0j=a7sJHwAVs!681HUpI&Ps6Mcz$UnR)_O zf$wY9J>rq!K%nQp`0GbTLy~aK`1;i2iA|xpQi&}2M!R27r%L#kG5mj0AI=v9PcrXV zup~>^A)NR$)98ZE3n2Cyvr~Y-`z>l`TdLsj`RGOSrA=mFEnm0)K3(K8S74Bxzvl{d zF4o9+Tk37}iePk;y&M+@uHYrNW_0r+Y(;}Xqa#K1II-!^1__zyN#;?lS-Z%CbvE8ICfQ! zPRWy5;6iD6KlFdxiN~YgFFgpy2Au9E17LS>rOynJ)< z1Ke0x$^J>mSb_2}eX{n?A2j$8nnts)ZUQq>y>#o(O85GIBue&*S{MxxvZ5dH9;jw*^MflJsSSXU8;@VK0?Q%>N_{p?5;?CcIUef>>}TOA zbupH#>rrA=(^5`JWMA$|mb@j3)!}?Ynp(aG^twSV`4nfmbx&GZC2pmEobwY!H7hp{ z4MN?^hM!JNNKH;D!PZB~6u-stB!||7Ej)i*v5%^TRYmAYew|#i;ya6%AL~b>m57IL zTUKg?I5>Cx<2E?yFn0wz^bL}|ovx^b8LRVqz^q`e-fI|GaOA1MLp3>3o#Z(m?9}(cdn@(Q0W)o1VEK?ElWfL4x7Wp7?}>cPC89GZ#b%I{b8@Z;2!SSKDop@W5&+|r=kTi%T~54Gf3MRM~->~Y}16OgA)ve)Kgp0~;< zCGe&=C8=$Ah07O7U7u|Qex!+DR$eN}3~*Y_cS3MQf_=P3caCpwL}Y(P>!Cok%Q&n}-K*mhar~`m8e!Y%;m7PP|6a z%~3bCKgiiaA9+s4N7u|w2rN2OPp$k|-FrFF+WSE#eftN)WavQi!WrStTu`ueD#Bpj z854zr0Wl=#lT>pR>GYj4Qt6+Snk+s@lRGqCe5d&yEy6cVKoNXR=YQmcV2 zwXSR)u|L+uKa#t_kY1d>i-mB6cy{ophedl4il)|t~;hB|kB^}aUJ!mSw z7aQWN1(o$BHV9|qgGf46V3Ll%o;<4swqo<^KTXlUMR?FKfX^%aS1F9OTyl-q}A2=ohBWvf|wgb<*#0=a6C$Z zH-(xAV_q!tzaupfU~XSq-*{WrF8MYO*lKQ`4A~(~u9d%jK^@_yC64#N4Kzg^1Emo> zp3hwTj-=E1+tD*WwHTS?or-^2Nk{TCK^Prh4>fl_xN%G%Inn5X0zC`MYZmgufeu3F z?nbkaL004XK?oXZ^Oka%3#>adEqde+8IR3tzAe$Zfj#xReZw(FROK%r&ypYHUXjVn zTu-4q>G?sH!GovVi7Hso$Sx4q@t_)DXf&5^BB=QEy-5P0dbHMSXXuKBH$NzjpZitm z>fsk|#*YAl7kziI8&TJph;!mh?h&lONGX5ezGJ2eHs(0EPae-`9i3NmPfNqFQ*H45ZnEG zmO%V_mI!zH8%rSnVhJLCM!CK|ib-eA(vV-3E_3Qftt@x^Ygx~x-OQKSV!M7FSi*0A zA_O;__i8}4h71Dz=*!p7S~8!-_Th4Vl<2Nr|Ma{@)d@F)NSX@>eWY{HDqH|% zDGRKKG7pbKDDph|;oz^j8LXBN1iWUenE}uV{-t|;Pw^GL`B2G`dL2}PH(WG^LD3Vb z^q+VmTrXtt8r1ULqofx4gyI^bSs%mQ`=Rea4)Fr&oZQOQE0K5@J@-^xz&{3B}ySaOA7a2i4p9tosw9R_Rnyz%h2Fk#WfqqZMYdfzi^79pH z&0u57xZ=n`#u-9bzeI+nLGRh)Do2m(gA7Rhwf5PfS~;-@6#|p>|<3$vVLM zym1at45yHa{4E>m4@;?GF&9wp^vwI)`-p#zUwyIeY@>Lg?8}#%Wo(tjia`l_#B@$P zGwexjFv$qKu_ZG5qs)-9V``>sT-UUIhoilE_cf23&qi>q zU%}G!B~yr0#C~hY+xI?k`rlQKTt-F zG3Ef0dR}iOO?kuev1VTD1UbX<$M0Jo{dE=JG#Wc=E-%~+}QulJ_mwIZHVCxNW?2o@OO5)XN+t#89on}Lv z(!(JR_Cz$NW2?Yku9GRUD(s&`;<3o)@qwJpWAxML2OU2Q%L_yME0sk9V15MobAE8D zx_y3=Q{!cDAC+?Be)*1gNzKfx044xplS(<18U2}puGcn7>iyhr=C4(AJ5nhHYZ^ng zWbr7wkxabLJ0bJ%Un1$H!c)aYQ)&Qa1Mfi0_lR9@J$`TRYj2HUxF&z&z|76MM9)m5 z(@;=ky^=%W>FJHmq!Qgu>I&YRi!fK=0nsxSAAg!&yW!~#dTHn&kmuDvsuV(e5)5Fw zH;d!ky?YHWPmvt&{}E$_P#PG_|7#0=$g2iA1F$^@?VGK7xu@*3uA;?%wPSzR8o05m zYF=N@aVYs7k8f}-Op4f__M2qywWpBDYTxsS!fMxjuid~Z4|tocrDoW|ZqLy{IYRMs7n?xTSq>$O-#QCNZMYbRb4p5QmjG@e z=#TKt@NUinIazFx!}t*t>zNr0ou_TSF(*I@0$K6UNWAMxp8ynZ46COZ(18eyZ5#3w zbG1^gGp0)T1Vx52$Q>!YV8YCuY&CCNi%oE&N~FzDzSNT{P5%?L|bL0Mfb>HT4vQ{Grh-G z4Fcr1n4Y}CgUD>+C5fTF6pl|b<@{exWPW0$cH+{!321^0fnK`@qH2&%aT?JmmcZ?{$c?@Zy(`46Tz!KZO0m&gCV))o2LJQ2*s z2DUY&rKjZh!VD{YT7;|;m60HM)tOuJvOW6VDdX);uPev754L=*wTkW}dF6SV>{Fm1)&C~aztCw$DV&zCyWq%yA7dvj7Lbs z-g*p^MT(TmU~?xAvgRoXDeH9%WWfr}^$@6Z@(V~w>W`WiT|xzNNR8rME73GLynZMQ z(BT%hA;tk^49o#l?Z19&FvhGQKcc)N^iy~04f$*|XGSabu#5G}PkN$=e*!zo0d13c zmq~7;3dHvLM@Z=vio-NEhA3v)XE+#TBu9ygU5Y)`6zts5{Y#wEAjW1&AEl<6+YhlD z-e=g{T3F4KOGFprPi{`HkrG$VmGt~aAT|SU#?LoQ&mxGnB}Ol*bH)`}_Mit*i;FDfZA##B_oxNncWu~& z9KzB0LTL2f{iU?sT$?U&88YH~1--o&mJrMd*r|VUmafoRbt5G*^MFds;X%3@bI}2WKOBr|QjXYDx$sV8c+bFV zXMqjuS1m@#ooOMZ6<~#2C8v$jq8F=j(m4^)rP!nAg~wfnmCWl)htLv-+EXAGOaOF; zS9CT-f42CWcSP6gU11k|Js%!)_7~V>89*n1dEeN42<@x|4Q6(ByjlV!H9rqYeCeh@ zGR1HA1j>nK+aF(?0G(>4)B?(9)PkbVgTA`1Hy`uKzj@mpDbT8KI9};+jnsqNK6|!& zKlCqL$4&U3oek$NiGso|GafF59+O&uum~HiR2|lRN(Kfu?0!3Oij8LTPuNgL!fH9E4d#C03ozr$i@9_l(NLSO$I#HUj^ zUyvH7WUC$7Mq7I(vwPNuiQ9_e((1#AH!nSiXgR%M6MKs@4U+j|Ym;gXdG(1_hD;0R zloD%=3v3(B)mVCMz(&W# z)%5w_Xzd5W6Hy`;DlPh!{V+Rz`ytDy%a>y{vVLG1uMmB$;JTX_1R~bqkq{diMprbB z{mQG>9C@+Xto%qZV(pU^iAE^QfNSKmOn>9xM4HoTYXf#I`Z-B}2gutdj-FBmLTwMy zR~xkjp%;1#dyq<3!E5F~TqgJ@vVJ`KOad19@wy>XGtY21yT}b~5*sGk@E02y!hD$F z`5VB3^fZ0l13>BuMHY2w?SU)DWalna(e%%Owt$JkWC_DZd)w73XBAC-dAN$9u@{Es z(BF-p4SHHNxPiX*fxk>I*i-zj)PwQIC$I{)b$kqf`4bF0P*Q$v)tk2<_viPOZSE>D zsIaxVMuM4`L)KcBt&o-9HSrQrQ4dw^=YPxI86hZWKq%Efc`38B+X$q`yWCEHR)bG8 z@Tg(GT^~!B6R##__p1?zHu99uOkTcs>(OS3>yjPZ`RPK5tKr8`nVEt9=-^JUBh}Cc z>^#*R9(KPUk;))*@ugd3L9CJKdvu&yXM^RI)p@sw-JcFCWpZy~<0gU?*pbH7xFV9D z?zPh&thU!Kp*Z%95*r~CMfp#NNSmaZdZ3gUqZmY9E;4q9?|nOFrLvJOL(#rXAQHcU z^cjhMO@S78DdBCYOOz=6FSu>v@deW4(EC1u=Lgyh?p(rAV`>R#qE{>|pS=jLdFVVo zQMxFO4XM5yng4GR-SzR$eSILjy`hncJg2n&OlxS;-H=|2kM7Q*Gt0P|Z10Z>ctf)( zXD;e>sqFy$KJ`rZAX~4z%k1*S9in-~{X5X6SFvMx`mfqsLG|7#66UO*U}v_C40M72 zZstJU9{=L_oDRn3Hz#No)#}FIPqQT}2x?A~^=kOVAr$;x)LI)QVYBvQt+y{)G?-@~ zSOGis2W=Z5j?5$?C~b)XH) zRhb|Ll>)I$$3Iqauy@5gk}>LovU$DK^HvjULna(E#?bTu)Wx7=|DTojo>K{*R@yn2 z*={l)d_7fryLHe%ZJi-5 z(gE5_hrNy9j9zoy#%?k~Ew}=s$JByG758n=a|B#IF2KJ5Z%R8cFS^6%032YjP+W>5 zn-P5)*bp2Y;Dg@|4#v2Vf_7@XOJDy&?F;`EwaM~_ODXY`2mH-H`84&0zm_hD!qqKT z0BU2?g^?*&k7idTET3k{f>Bnd6Ymojf zGc{fhRTW2B$PmBnp|&46!aLK~)D zGX0p$%PY-MPF~cgl>{ZKH@FaAG zY%bXBB@sL7uIa;P;|Le9FVp=K`P9MgRCE#woJAlp3yeA}c(Bp+gQ-Wv0ZchO=E;m7 zs%~z1Z&#{6HzMUY7Yg7hmR@PisGI6IBhQq0)+tFV*)pz^t>M!&$b}ec_XjYqX4#41 zcF|>g0h}Vo?PdLBCWlelq~`$U=~QoN9s=;Sv&-UGJHfakLie+(fVzivPk`k{Z)V*H zo4dn03GaHV49e;#i){BWJR`zOt+A{@zK;W4`|{11L=QeX!{JdcKNlv{T!=d@wbqzC zm?gx=r1(D(fU?by+cn@9gpsnlD00I7MgYO=0C>Dvd*W4KD0^9jWVdJoOC)H<{0?ew z(W#c5W{%V5D>Zu=*qK76Sp9Sq>JZ$ z29kgSf0Bm%Ef&YXyxud6)A_rlzSHd+PcBgFWyO8A{1-By1Y|HR<8do0_$$@8UQuc( zUik~r1~%u+`a8LF%QrXZFuRl|3+X`u1_{;&jz&juIi$b(f}XfS2|>h$XUCu&(pbkB za%z-KEnC%pYfE)ALBjVwisyog;DvJ)Qwoj`$V`#1uHkOR5>x%0JvO@(bn+qeDEiC$@ zQfZ-tX(?_#_VTX-8hq+&St%&=k?v$k?mw4ol}ndJzzc#2aBnB4=V@_0}V_ z(}`Y+D>T;#%c0L z{I+tU!)`K39MS04vSt}`1~1{8m9xHb7WP9PRZ9c5 zrhw*5VB@sWE!edd<(|a6MT`ql=Ee?xwLcH@S_0_&5V9C-`qumzuaK`tos1-+a06`@ zEy!x3;Oj9K$q~Px&pX42R}dA7;;Z)gF?$e8HzAk)TxYaoteVP^S8$p3L<|Ly;5`cbGp!3)S~88Y#? zBAWETCJ^;I@rRonSCGpw*Fo=>?lKD8nFi6HG{mFT{w%_AfS;!0sJI4b_C+b=j=@e( zWRpZb*ysPA=C~;RALE5>to#$#Ke?zx))XB3@_)ia1;i zX*u<7L?aog$0q0OrziiwXgL2juf#9{86EbUdH-q{^L>T>dRs_84fbb>>_&rvPLKho z-0+k8AN2ogAt2eC3yzdABfLy+dKX`-!UWE@0p1Str__zW>j~%C7$qEr-d|BO#O!U# zLua#`KV`yT=~3}!rs_;w6zL9@aF>blfz=8EyIJ3pl4FiuV5Xo`dX=rGCGHrTamb4Gz zYyIg#w(kn=Q%)~shCv4LY^Hc+tmH<`Zr}B#RjZ-FJ5?uptsD}UE`)Q^-SIJPJ(RwG6(K>U1-BQpAchNAq@#(cwnSUtB$0|F- zce+}Q#C}j~7%H*0v#-T(mD_x2C?HY2t@Ib>(?XaZx8#{zRWLz~v3w($i1su#@Did` z2r-9Tf!1(6I2&yIN*TxiVtAUwc@xm3#bUR+c=J^_G4?YwhR01zT-uA~i;a`1-Zq_W zNQwQ(%cPueMGF(0!{N%OO?W3x^E*^Jmr1U8M{HE(<%CC&h7( z`j@}kEV1|ch#;FK4nQFo6lu=yYhb_EY|Zhm2j}0*guWQ;CwFh8;aCC*j^i@g$*b0C zNdhC7D~LGF`fl=D(QA@=Bx;%JmZdAGQ+N}{qUWzv(->7fzw$pouUoE`mrbXtAroa7 zqU2>Z=MO=Y_}>*?j7OMagc<{-B{`$SNV`2a8z%fOlO*I%lO!?q?4&Q$13gM()6fEh z$kWVh?`c~W!ibuxxO^(r}5~|!TT_k0!X36?F^J>b@m^)Q3B&WmGTL`E0 zXsVc;$uBg|gtD&yC|=IvoG_l(Fbgaor77s=|3okn3TE|uuxF#!9U6OpS^xVPG3O{S zhEPikzLYmZ21RE?9w`e{%Qr<63UP4uN`c*vUl|i0KC)q6Qo#-jPa_qlhPm!Wmc8cc z8MXKZiem-~Gm4)~NKgDtI|medMVm|vLH={ z9MW_liRIzVF^ZJqZ1>VJHUV;a*my~F+-K)TJR0;87o)%okZsvE34cUG&b#kbW&vHT z=^wo(xz`36hT755ZWEaB@1V~9zHu=ZE+g-|{kI+(1^vBF$N3)cbYlL-=8 z6peQNr7yv`S4gLLi^e>|dX6_y>2E?sfO3x=2AeW1vz+@s2_WgBe$4E5CejWbRJD1e zO1Vhn9X?MDT>vq}my0t&ATzZpXc{(2#Z^TLgS{WTrEmC}65>(6JCWZpd+sdw?a39C zeqPm*KeVK_DWFduX}*-`UCIv!8<`3Z<@(FLXZgLbb|83r`d|GJ9y`!YBN+a;{=S@r zj->al3K|@U<^Go^GX9sk{ufW=->K`)x4BopPiZ|bNB9W(6aNQHgjy}2Z7vyL|6Rhp zTU83Ku4TqAzBgWhnrI}B53DLp^w5Gf`T)__kz-{~;j+1u`hS)7-SJen|NrgWciBaD zc4cIzvXYrqG>n5XLdUVm7TNo#>`_uuBKvqV9^tqBRA`5QnFB#C))v+ zWtP^`P_PkedyKsA@ISX0UI?{MWB_0yD?=dP^#`X-L*MUCn+TE3bJm~JOBlLr#B`Ix z6tsUoWbG({{WY5^>=4lablI>(`}YQ&CeB&civ+ta7n$yYLoG+drOLL3d%{bjGEu`aUD-{zU@WlTq z|K-cB>Rt@WRhZ%gsd6$i*#(7b z-$cx8L~ZQGjAO)*wuAV2(NmWm3Q<`~-P_#A6*#V3nR=#AoyG1Ihf3X-0;4FfVJd^i z*uJS}`Vf|7dB&E?dK#xIsj-}k%j&{j;#vY)Z ziI2>e^1xvb2LokjYT!_9E!DUKVU8`05^H20INB8(I4p>GEOSQT(XK#i%W8iQ!=L5I z$wX_Loe|%v(j#p4+)Oj-MlegFm3jA+wEDV1M0O;%(gQJ%iC)={PgH;+hR4t5y34QyC{uXKN-3UIc+SA4 zC?Parq(g`IC)%3?mSRH(d^_vaYa6S!%{BEm%o#>DdIv}aumLMB%lqd`RqNC4X3e*S zo*5}NTjUH?rEHR&)V0fLQUQ;UZSw%SwZ+(8*=q~)5*$kWm$zlp7SK% zj>q@y)z1myxneN&mzQE?+oxj&S?otWo%k)Ob;2lW78`435r)+RiIoP2Y8@s-7`T@k zm=5TvGR^@nXGc$x@bkLJ>~V^V7wA<5{Eto_;D1`A zEv7+BUPh_^&F-+h!~_CpsLp+JmzO2%@~Fbs#rA4jbkx_rwK2WOl?ki@rOv+Sg#EF3 zrl=n;%_pj+NO&>djaPW94R!SxgYW>5@zg}}cZ>lL=-}{}x6~xK%58aLZ8<;k{2DCV z8(M$TcTd|OXqTYgm?R_Z+$#U2NL$odhR7guqC8) z6Qo*}h;6F>Ok;pJ(l9_-J;_BnPBS*ATr|ZB4#pK}yR%LnK>EB5MIs@yY*}Z(3kgZU z_kx4CMNysBu|WcEyE21tkNI!6_9uj`-2-gx2pub7p@qp#WKBzZ{MiRZaBuewi*%1a zd-(}-1Saz}cr`o1JAYq{`3j(mHtj&^wxn2JqMC+f>zqxVAH`pN;b8pX$jLr3IN)em zw+Gy(Y+AwiMxRP|+ppmzge9FZ|H)Jme568hgdhB`DlH!8@oro-QS9hQV*>T^f(P@% zN6m*p6Xb{B{7e42$A`5lEM6{6d~Oy{Jg^SH9sk(2jQ6c9xb2WGz6p zCfZ!SZ;KKNrx84f>4duo@t^j0pI*0RpIMrm3eX%-QQ9EAuqDwd?RB*6_4=4>tn;9w zKp!U48?|yWnugMhVKXFQjW1ZP{7Y$TkKebg(fZ#48tpBRJ&eiD&0~(YY|=N4P+;UW z_BR40jy{Pc&VKyQ22~W)K(41M&9v@8Yxv#v#r1FJ3k6E$$_5};_i9|X{hn%><-_&mlV52W=hCoxl;*$6ae@=`lR@f4il$uvZ9aRRp z0&}RWEBPWdIeBgS>BJpeSie~mixK&3y@##0KE&2 zAdl7F*8t8|yZy-xy(H-3#q|*?+4<}gphLEhUQm_0T#|6e^{`E7TQ&CO%hx0@MN2sx zS|x%L2Kvbpf<#)imlRW9y9Ech7{ANTa8 z)GFCF@dV!QQ(9&L&WI)FaJ%H}8CO@g%?|=G0HG|W4YJ%)+)~?sXgeFVCEAX&dXh*t zU~~#ABTY}+G<7R5Jcd5cI`Gow$fryOb;ADKH7sMO){)2z^In}pkp1z6`i#b1c)DU$ z;&=jG0Z-xmKupxJFEcLLZ=JMyQPD^=uKbsPFbz0 z1O^^oM|PjEgBgJOxfwBHEENX~+y)H$ejxjuf41SiT9g1i>mpf7NAx7evb(;2JJS%x+E`N#~M`P=lON-9{qFsm4# zIvdMC;h#P$A|5fa=ARgGKMH#qo{El9VAyM@p`7 z+lqI6lcHa|pH(Q?%{fIqKjWIM`+gMUorz(OO7ay?Qzu5#Qmf*OpajZ8{Pu;R)6WuL zpb*u2uQ8UCkn^2xJr#isc_M)?J^m78txF7gNDSK-YX{7+V2>euJqfJNRxSXVL(Mpy zKqrD}{QpKMcn*bvPj4bF>-FJZ(EjbRFi8v}=yyKEE9&ANmtTA@uO#__KG90N7DEaT ze)i3g3qk`d$2gs<%=@wgZB3;NZmi_wnWi98RBi$`$mOgs<3w6Hium=^yPRrCKW z8??6+OnbaZX|L0(6Hq0^71~BIJUaiy=R#g94Z@t1NrK{b89!EHbg2jUK#i*Bgi|uI zpt*DJ+`u64&}C&W#RAJ4f}dj%|5+;&7d=N^YIsoZjROmwJu|po<|UoskS-y#0USy@ z%%8;c-_=15lVJa3v)p0-zlHYQU-AEF>Wwv)SB=C0I{@Kq(BOzek zn=PyniNV0sKO7G>m%w;1BgYmTE=Ra(*#yi|{H0rV>uJc?Nz&Ys>AO4?;DF=n+_0)^ zg?ZQXcxUfN!phO2Rm<7cAjWFU(y&T?&lD0wZ#isS$8nbU*lxNhEUfGS8u6sW@wAEqL`>O=6ykMfgT_~DPs;fqZVnSH#LGK z7k|ey`zQdOfvEw7ZrBJD{||*2tqjHoZ&U~4S(`RSFzqwO|nZ6(}iJ=L{sOM_IZy+X? zBw{4u5r-lO4BX*%H#3$>Im&$TL$Qhg_K~%GC~pb(y)BZd_9-Np$Yt+|dyS`L5Rkrwo)E&qp%>}g)%t zTf3e=B1g#;X`KNM9tyHHP4l%xM~~N?{n?WdUg3zh@*Z_KcKq%_f;&`RDav@cMxP11 z8#MnIDn)E3R3ZihjJQs|Sa*2a5O?vndGZ*@3Hu(NF#g9p5sQkR>YBf1+VlMWv-6dM zDS0YfhVD?(y}D=IRnOhBwGvoZ>AK?=bXoF$Qx<;FTTip*q~ZhL)j%azS09hTLUU02 zL^4r|5OyrrCHW1<-J)*;Qq!6wW zdCM$1)@3I(QgIf4<@P^4#EM#~oe;q@<}Kr<3UIR;VOwq@Acj2kSWI=%n#$C_@5F*@ zD+k3aJod*UugOrHOii?|wd|P*JNOn%HGv*rfBzfaWl z9%YFEX1c@a+RAIHi2aB9vfdwE5<{WlyM4lK3U>SPvaMjFd^s?U7v;Z#^LhKB1zrdg zJx3L=Hu90#B>{zMvrWP0DVSZP)Ct8yEqm+#1EH^fA>J7O|A{v{K)m&@kw&(iyTYwi zJ*MA?zUm9o@{`ehDILqdj7EAjB?ihPA856>2CF#Jtj~3B724xzxo%wZh7)VNP!0M? zmp|w)h1Llp*|YUPLA|4O&m>4Z^ z%*tGGw<_kh(`$DBLoOjwgb%fRn2xg31s2R>n)j2vgKhY~{j8!{puLd z)sn%0FVRK#TJe^07s@yV1heG9hAsdw1X(eS)LOS0^!jpcSO&3ZG}A*cZi`qMD1VG{ygkxN1j6A&CoWqUb*=0E>3n`Ky4g=%Y@z^ zoJ!%j(VE{kT}o}xrNrXnf7Cz(5^G`z!cFu2cZJ*EoC2_Gg_RhvCNPSzvP{lP+@;nTnFaLy?eSMHc^3;2WuP3vrK!Z( zcqp2yy(M*eR}g{~ufRi&YdjW}iJR*jedT!WldRX0(8f@0aHU z2nKAqG3jUhQ-cg+g{q8sofrd}t{;%mCKobl!c|(1?i~!J*LBuf`q0(wh)hyQ*_uh4 z)S5ptxhkO6&O~)YNPh%5g$LI%n?>$U(JY4gBmGYFFoPDR8Z6rS$7=6NoDQv5CZ!YS zfC|GLhs_!w+}?wnyI{+0P84*DZ~kWFL3mdD`DYji4U1AvsKgFr3)MAnxD)ZTG$Ra@ za;YyES)`DB6yczn9s;f(OkNAA=Mb$-B#>L@3=JK?o zfZ{!SFCXg^$8h1hz~c~k$xq8@u7>*>GB?RDCr8%h-e=pwUJT^7zRV#E-XgI#UtyIoIV_s&QonQ@-MTml?pK-Dx`e>kr>wvuTPtDm(j|DT*=027T#L z{6#x-@s;H8;@eTXhAg210|yjGi-H5ul6j9aU0l4@GUUK_uw}M4cCck+sVv{JoEk)K zVQ;*}&zEPGWz83fQjm{a;G6X+WNhgKo-;-ZkWOnn*5*XQGiOBY4elf8)i!8|4sM!Y zl@INDf0Kwm(~ZHy*;--5Q_#j-F-|H{QTAp?Fy3H-+@wsxgN*OY^l7kRY;WWcDFrbY zY$7EdtK_s|e4>&$T5Mp z1`Vo**A5=e<&Rk0qnfn-f$`zfP?7F4Q%rN`t-d@S?#OXh*DC`*T=Bqp|5p zo(!nJuehdFb^NTigd+FfTRa<=ulV(|mv+uF zb4!g5NuZcnP;G;&=lF8ks4OOYMLx9;SjBxnt68Vx$^z4yq8&LqqTijelm0qg;pfQm zcefs(DtX&ctrAN9o2jVOt8#^JjQxq{>PIzxv;Rye0==7Z7r zM35_M`rpJMesOJ-+5ZLCHYC24hw#_m!L=nwZd`N(?%4;IfO}SFb=|N1LzRG*!_IM2 ztZ?@+<8GD2M7bZ^DY?Ip!E|eJf_bDn2at8zZomR$o+#k~PT5Yv`41Bk4Ws7&u-H~6-_Xxu01O<5 z_N5fc{@8OF#n%&gf16vN-{&*5W}Sj2Tc@C!{gpPY4+S1boyPrxf=g+|0Z}{UC|bFp zPK8ouC~@A2E=)v_s--j4S&Z)GOZRoBdRqU+q9vATFs*c^^+B@`EMelvjw?2)BLdf; z9D#Rmu$=avEc^{TsgM|q3~1_S%`2E=1dfB7P^uy#j|fyVfZ|ecVMY5$`&%`SAkA|! zVh>mXcdZbNq2W@D#|QPQ1!Cz>^FAfLG6+Bs15l_E0=`Sz5EoWUtJ5@89VM5~rHR4@ z+fJ`FsW`ZmD2Smg$6KegFe`vzA)IP|q~d1LJl>J0e6TJPvU2EiQn+Z%;s*q!edLPz z>kCF_qk?B+i#1#S4#(l9i#T0#?P4BrVlO9UDKH(^-CZuPS;w`YAUJ4OfKdHg+NP;d z*hyT03mirSqYaumh3R-M(bT-EtU|rMGItipcpFq*R0UB)zO*@k#{>;$%YG$Az)Pn8 z#7o5z0^@vP01btwDZOUKYNm&+YTI~{&kikRE!7OeEN#nW0u4uE;A6+GLH_P(vcDE& zfemXyafArAgBFMalJ&FcKm5v?*?IEbX8ig@2~&#(OEM_A{hN@#ejuonlz}^?G6YbB zyO_~+t-_uyM-$X*PW@>D1xEzFTSD|zwLdMX%L6)DGc(7jhBemDH-7{^aYhP8PlpPEtJ zxnuly(uXIOmpki&iaS6N7cP`othVZ+-uI>(=CFJ)I7zf~>X6rm_FI!5--+AAq!N=h zT9-u&+UJIC93yBG1o8dp9{xEu-8r94>p|^{P3wWmruCp#k1L&rs+Fzn^EG{@NY~uS zz&0XAIYZ9<3-3Z2w2+49TQ!MV?BIim6;k1Et<{D}L-Jd#ERJ77N?dYe6F@x%!SgR< z7Ln>8yx(8h_R_J`Xfy>swBwGMOz`B3WB{{`5Dek{w-GxBb^5V-vm1&hEX{E$pdlD$ zHL_7phK=dh-??XrrB@X#6@Y~0byc_5pGxns+P!s{KzB->p`({8zfy>l(2COrD?k;j zlLoLU>e2hXqU6DQ_d?iY=C>zh9{Ga1fcuU4vte)@7Xb{EV~)BkmMo%lr@5V*NnCIC z)S}#~sBX>Qr^)vGZ3qP(-6Z-tI7o?2gRS=Qczx)7vt9(0b97_hm1k`h)rh0u#96D{I&d$XedV&nNMNPkI zyco}9&)epO7b;Ut4Q2-2oYe-()g!bsrFo^Lx$`%!-M~4zroRG8_urc!6Cl7HwI7qF z9YE}v7yMXh3Y^lrI3eGCMZ!BJa@ z?c-q%V9W%CJ9kcryC4~qbeL}4C6h7A2Gx1`^}IoXXY+W&fa$DQ_oHEJB~_x2W$$OR?fhtbBhX5US_<2Qs4|JsSX2~j`ks}KL+O}_@91^rH+qoOO zcVbU)G#F$J&x1DE3jH%E%!wJ8!SgL$4eU`GpCi{{qhTJ^hQ-h76bgNWb7<3P_aCu5 zc4LxN9(!sbKN0+S2NGbAPFt&e1WPno-uQE!Jh%mD=w+xChc0l*2)#BGYc9zM6XU27 z@jX~mi~<*lb$2phhjC?$@UJn1ekqWxQr|4^i1-XlFAE}PGxN=RZodW1RhW18)y0lg z_r5N^ZL*8yRdGm|w{w{_B?s=quG&$PiFRDaP-Cmf1m+T@Q+--06KTw~>lXR2Ux|LC zo_-yFV}lX;M4YTt94v2=5DkMWz6o~lv;_{Ta|0i8Wn`9P0guyZn*cnBUK`t34Z2Ji ztbnVoy2Op9b=#YT3-!ARpoAGJd`IZ1b=0i=t$z%7rZd0y)uFL`OR2*CcdU{*xm0BY zqOIVxj`2=pLUM1Y#TT@9NbQI19Tp82<|*F+A07J>Nm8Gzxm{~+j6|3)bY_PQ&(JIk zT_Z-f5*@d(z%9`^?^)symuCv@d>E$~DgF_OXX!UMq#%Sfm;$BrT@I+@D7c+(s%;?b z!3`pwonKHMQP(&lrN(Vg4YF^ z=6fizBoaW^6MrDe6cby4|2KK&e*-f<5@3cofEllO3TSC}XgGBbtzVR{`b>L6r=9(b zHE1>zILIw@q;=sFz&O=VdI(5XuY-JdF9@V3Yx1f3DQW=aiuDe1)>xIu$weYNe`^Pq1y8uVFy#clXp zzAhp7t8ubEG~~ZJ=5?*Iscnye{71kykc8tX(ib!^?ssb4j93v3dQm?i8^>c+jM*qu+iWf)f=c)AlObG0R0G(W}mvn~!x)<&#NQZvRV&vFidA)%Gp7C4%`ulhq_Gy{a`xX&X%) zq^R#Iffp zW^0tR5Ev@KmAb`_Eh(lz{!yk0-{=~Q>3#D2ImahLszjVckqwGJUPr?Y4YhzS$J@yx z#vt2Ge7aPKn>Bf!+`$Bg!E-#c{(G0%VItux`at7RI6t=_BI6GNO!UB2t5QTRm;6L; z8?D?%jLd>-IAikoJXlgCTCq?CHN>~Rz_wD;_u|xCy#44AjsQ6P3I+T;Rz8>cfkJjc^d-i01CsU2N1RfM zeI%zd_KPrL`}?_D#aEd{rgqO6;Ddui*MX2E!fQM01VXTGWG$fG--P8k_7tX(3B5p% zC`;nSBqk|ejpSDpzBziJ)FQVTe!>hfnc$*JwoQu#xTs0Ava&)58W-Mz(iZO6OGny# zxZ_rjyZR3kBI%2(KayCV^;*`qjbU{5pq3P5D4bG2-AI$?-)#^wVFb$wfC=16O0mr9 z<^P1z@-74ye&pu?|`QC9$cbp-1Y4&X%WAK;TwzgY4nh$ zK|%p{REGeG^!kKHS@X~%-4h)Np7DmIstAwO$~p&?p`=gkwG6iz*Zrh*Z3&-(Eo+0= zurnDKT`_(-d%Ut$M)x(U@P*p*Bj&K#N`$(W?#frtpOO1xriLl=L|ET!YOk>{admTE zB+~P&RJJQ<_I*ue5=wRZ%)y1`kOs@|^gd)No5A)^(aD}!9nU|X*;fz-O2XdsFn4T3 z(Hk!8f6bN5<4uNzU(K!fJH4nCUtTHmg~~agr6BApmv2k8#c5Okv$FG703OfZ9Qf4S zu494Hb^#bQ5q@fZQg{Cozqj9yCrQ-dQHlD4%e@^K@2(t^O#DQ>$PJKLdh!yqC-%SU zaT)Jk;0nogyZzve;O_I{ZwB`slzj6!GD#08x>doOV5>9`l`i_`p30gb09#t4?is{r zs8QixLyd|)sUa%|-VNZ;r7eNGsTls>(_b5?fe+u*F6MV%27OZlv1Yd9$;^bnHH1pamA@=;nFLE*miaJ+1T{fL zN`5B8<@YF<2nHpcUnTtplt4joofEsw1Sx{Kc&0##5f3fev)AuVce+%yWEEDnXHE~q zAQQl4k_!pauqD|!`3>kD;8z^B=gm@CkpDQQmJk(CU2YpCE2tuE$%YU_@k$HrBOLqi z>R+0zuEPduQgvoSl7X>-Xr(0tnK(sU#$f~WoJj4>ZeM6xApX^Hhyfjkl>@{?Z$RoD z+%l4!-e?TIf|K^e9Gtv{AL{6J%6x+y;ft$rQHI=)BTrMQ5dJj6B6AU@)OO@#h9V?u z*`PiA*_yTSfX?BcCl+a8uO-hrjzwbTp z_1Hn8)pB@*D=mc=q&%LzsR@df1=L3gf%eG0*!D0)Cy+(C_XHJ0*n}&eSBL;1oHQgV zg&SO_)RtV9`;;4d?i1UQG>)3~IXmzoenMkAUIZxgr7*X6P8j5(b;Qo=`|0E?N7fFFb(+Hj0aed{71^heJf=H&wVw)x!;2} zEV=(0v;hXog9Q-F)Y)}QV9)7Fn}C}Yp7DL03b0V~V*uAeRfl(oFtn!3-3}L_-om?2 z_gpc|zn@!#0PeJgm)q_%38%wTn>A9@^IDv93V~Us+9`@Av>Vn}jhEgB4yM_6)=#kf z{5Wog*+V>q#+0AV4pqG?JBwSt{wf~3x-vNaQhT^iAufoFm=N59eI>=8J-)mvZ*yj* z6)D{&JUM?QXM1;@+EVtcNvAe_g({ z?kD#1^8-9^Dd6|gt+Z(P2zSN3Rac!73f0IsKy{BQ&-HVOY_n# ziwAESs)!LZLFNrh`2&GaPtU_yX8AS&gDaZToiuB868!l_C4T{Dbbyuge|GbR`HTM! z({kEz8!%P$5?=7G9cL7{EBq3?e&AoZI9;~IHv8S;AkhQn8Db^gbjs%twE+H8dobVh zrs#7PVl|tddgUZXgiM^jBe?WSpv5LE-1a5Sq9M4s%|UIcTMhAQLN6#zDb}v{aO?I_ zbVBr3PgXT<1*HC9Ha~`JYDJ#*9cVLN+>Tl{PZW74yx_zhkVtJD zr3m5~s1++=BJbb!1`EH3X|1IR(DK!g9);z_*!SpE&k^xhoi2##{$!3ldM3#u@r~d$ iv8~~AByod!eM9urcL`!LiIQF5KSfzpnb*=cz5Wl>q;nwv literal 0 HcmV?d00001 diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml new file mode 100644 index 000000000..f5b128709 --- /dev/null +++ b/tools/llm-bot/pom.xml @@ -0,0 +1,77 @@ + + 4.0.0 + + + org.finos.springbot + spring-bot + 10.0.2 + ../../pom.xml + + + org.finos.springbot.tools + LLM-bot + LLM Bot + Provides an instruction-based chat with an LLM + + + true + org.finos.springbot.tool.reminders.ReminderBotApp + 2.3.1 + 2.3.0.1 + + + + + com.unfbx + chatgpt-java + 1.0.14 + + + + + + + + + + + org.springframework.boot + spring-boot-maven-plugin + ${spring-boot.version} + + + + repackage + + + ${spring-boot.run.main-class} + + + + + + + diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java new file mode 100644 index 000000000..b99b5f0ee --- /dev/null +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java @@ -0,0 +1,43 @@ +package org.finos.springbot.tool.llm; + +import java.util.Arrays; +import java.util.concurrent.CountDownLatch; + +import org.springframework.boot.autoconfigure.SpringBootApplication; +import org.springframework.scheduling.annotation.EnableScheduling; + +import com.unfbx.chatgpt.OpenAiClient; +import com.unfbx.chatgpt.OpenAiStreamClient; +import com.unfbx.chatgpt.entity.chat.ChatCompletion; +import com.unfbx.chatgpt.entity.chat.ChatCompletionResponse; +import com.unfbx.chatgpt.entity.chat.Message; +import com.unfbx.chatgpt.sse.ConsoleEventSourceListener; + +@SpringBootApplication +@EnableScheduling +public class LLMBotApp +{ +// public static void main( String[] args ) +// { +// SpringApplication.run(new Class[] {LLMBotApp.class}, args); +// +// +// +// } + +// the key + + + public static void main(String[] args) { + OpenAiClient openAiClient = OpenAiClient.builder() + .apiKey(Arrays.asList(THE_KEY)) + .build(); + // chat model: gpt-3.5 + Message message = Message.builder().role(Message.Role.USER).content( "tell me a joke").build(); + ChatCompletion chatCompletion = ChatCompletion.builder().messages(Arrays.asList(message)).build(); + ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion); + chatCompletionResponse.getChoices().forEach(e -> { + System.out.println(e.getMessage().getContent()); + }); + } +} diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java new file mode 100644 index 000000000..d19163b50 --- /dev/null +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java @@ -0,0 +1,25 @@ +package org.finos.springbot.tool.llm; + +import org.finos.springbot.example.rooms.Broadcast; +import org.finos.springbot.workflow.annotations.ChatRequest; +import org.finos.springbot.workflow.annotations.ChatResponseBody; +import org.finos.springbot.workflow.annotations.WorkMode; +import org.springframework.stereotype.Controller; + +@Controller +public class LLMBotController { + + @ChatRequest + public void respondInRoom(@Address chatRoom, Message m, Room r) { + // take the contents of the message and send in to the LLM for processing. + // look up instructions for chatRoom. + // template the request + } + + + @ChatRequest(value = "broadcast") + @ChatResponseBody(workMode = WorkMode.EDIT) + public Broadcast createForm() { + return new Broadcast(); + } +} diff --git a/tools/llm-bot/src/main/resources/templates/symphony/display-reminder.ftl b/tools/llm-bot/src/main/resources/templates/symphony/display-reminder.ftl new file mode 100644 index 000000000..5f978678e --- /dev/null +++ b/tools/llm-bot/src/main/resources/templates/symphony/display-reminder.ftl @@ -0,0 +1,18 @@ + + +

+

${entity.form.description!''} at ${entity.form.localTime!''} <#if entity.form.author??>

+ +
+ + <#if entity?? && entity.header?? && entity.header.tags?? && entity.header.tags?size != 0> +
    + <#list entity.header.tags as tag> +
    • + +
+ + + + diff --git a/tools/llm-bot/src/main/resources/templates/teams/display-reminder.html b/tools/llm-bot/src/main/resources/templates/teams/display-reminder.html new file mode 100644 index 000000000..fe2a16fed --- /dev/null +++ b/tools/llm-bot/src/main/resources/templates/teams/display-reminder.html @@ -0,0 +1,3 @@ +
+ text at text by User Name +
diff --git a/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java b/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java new file mode 100644 index 000000000..766aa2846 --- /dev/null +++ b/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java @@ -0,0 +1,95 @@ +package org.finos.symphony.toolkit.tools.reminders; + +import static org.mockito.Mockito.verify; +import static org.mockito.Mockito.when; + +import java.time.LocalDateTime; +import java.time.ZoneId; +import java.util.ArrayList; +import java.util.Collections; +import java.util.List; +import java.util.Optional; +import java.util.Set; + +import org.finos.springbot.testing.content.TestRoom; +import org.finos.springbot.tool.llm.Reminder; +import org.finos.springbot.tool.llm.ReminderList; +import org.finos.springbot.tool.reminders.alerter.Scheduler; +import org.finos.springbot.workflow.content.Addressable; +import org.finos.springbot.workflow.content.Chat; +import org.finos.springbot.workflow.conversations.AllConversations; +import org.finos.springbot.workflow.history.AllHistory; +import org.finos.springbot.workflow.response.WorkResponse; +import org.finos.springbot.workflow.response.handlers.ResponseHandlers; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Disabled; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.extension.ExtendWith; +import org.mockito.ArgumentCaptor; +import org.mockito.Mock; +import org.mockito.Mockito; +import org.mockito.internal.verification.VerificationModeFactory; +import org.mockito.junit.jupiter.MockitoExtension; + +@ExtendWith(MockitoExtension.class) +public class SchedulerTests { + + @Mock + AllHistory history; + + @Mock + ResponseHandlers responseHandlers; + + @Mock + AllConversations rooms; + + + Scheduler scheduler; + + LocalDateTime expectedTime = LocalDateTime.now(); + + @SuppressWarnings("unchecked") + @Test + public void handleFeedLeaderTest() { + scheduler = new Scheduler(responseHandlers, history, rooms); + when(history.getLastFromHistory(Mockito.any(Class.class), Mockito.any(Addressable.class))).thenReturn(reminderList()); + + when(rooms.getAllChats()).thenReturn(createStreams()); + scheduler.everyFiveMinutesWeekday(); + verify(responseHandlers).accept(Mockito.any(WorkResponse.class)); + ArgumentCaptor argumentCaptor = ArgumentCaptor.forClass(WorkResponse.class); + verify(responseHandlers).accept(argumentCaptor.capture()); + WorkResponse fr = argumentCaptor.getValue(); + Reminder r = (Reminder) fr.getFormObject(); + Assertions.assertEquals(r.getLocalTime(), expectedTime); + + // reminder timefinder tests to chck formresponse + + } + + @Test + @Disabled("We don't have leadership election at the moment-all bots are leaders") + public void handleFeedNonLeaderTest() { + scheduler.everyFiveMinutesWeekday(); + verify(responseHandlers, VerificationModeFactory.noInteractions()).accept(Mockito.any(WorkResponse.class)); + + } + + private Set createStreams() { + return Collections.singleton(new TestRoom("test", "1234")); + } + + private Optional reminderList() { + Reminder reminder = new Reminder(); + reminder.setDescription("Check at 9 pm"); + reminder.setLocalTime(expectedTime); + List reminders = new ArrayList<>(); + reminders.add(reminder); + ReminderList rl = new ReminderList(); + rl.setTimeZone(ZoneId.of("Europe/London")); + + rl.setReminders(reminders); + Optional rrl = Optional.of(rl); + return rrl; + } +} diff --git a/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java b/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java new file mode 100644 index 000000000..76830dcb2 --- /dev/null +++ b/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java @@ -0,0 +1,158 @@ +package org.finos.symphony.toolkit.tools.reminders; + +import static org.mockito.Mockito.lenient; + +import java.time.LocalDateTime; +import java.time.ZoneId; +import java.util.ArrayList; +import java.util.Calendar; +import java.util.List; +import java.util.Optional; + +import org.finos.springbot.symphony.content.SymphonyUser; +import org.finos.springbot.tool.llm.Reminder; +import org.finos.springbot.tool.llm.ReminderList; +import org.finos.springbot.tool.llm.ReminderProperties; +import org.finos.springbot.tool.llm.TimeFinder; +import org.finos.springbot.workflow.actions.Action; +import org.finos.springbot.workflow.actions.SimpleMessageAction; +import org.finos.springbot.workflow.content.Addressable; +import org.finos.springbot.workflow.content.Content; +import org.finos.springbot.workflow.content.Message; +import org.finos.springbot.workflow.content.OrderedContent; +import org.finos.springbot.workflow.content.User; +import org.finos.springbot.workflow.conversations.AllConversations; +import org.finos.springbot.workflow.history.AllHistory; +import org.finos.springbot.workflow.response.Response; +import org.finos.springbot.workflow.response.WorkResponse; +import org.finos.springbot.workflow.response.handlers.ResponseHandlers; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.extension.ExtendWith; +import org.mockito.ArgumentCaptor; +import org.mockito.InjectMocks; +import org.mockito.Mock; +import org.mockito.Mockito; +import org.mockito.junit.jupiter.MockitoExtension; +import org.springframework.util.ErrorHandler; + +import edu.stanford.nlp.pipeline.StanfordCoreNLP; + +@ExtendWith(MockitoExtension.class) +public class TimeFinderIT { + + @Mock + StanfordCoreNLP stanfordCoreNLP; + + @Mock + ReminderProperties reminderProperties; + + @Mock + AllHistory history; + + @Mock + AllConversations allConversations; + + @Mock + ErrorHandler eh; + + @Mock + ResponseHandlers responseHandlers; + + @InjectMocks + TimeFinder timefinder; + + private SimpleMessageAction getAction() { + SimpleMessageAction simpleMessageAction = new SimpleMessageAction(getAddressable(), getUser(), getMessage(), + null); + Action.CURRENT_ACTION.set(simpleMessageAction); + return simpleMessageAction; + } + + @SuppressWarnings("unchecked") + @Test + public void applyTest() { + try { + SimpleMessageAction action = getAction(); + lenient().when(history.getLastFromHistory(Mockito.any(Class.class), Mockito.any(Addressable.class))) + .thenReturn(reminderList()); + + timefinder.initializingStanfordProperties(); + timefinder.accept(action); + + ArgumentCaptor args = ArgumentCaptor.forClass(Response.class); + Mockito.verify(responseHandlers).accept(args.capture()); + + Assertions.assertEquals(args.getAllValues().size(), 1); + WorkResponse fr = (WorkResponse) args.getValue(); + Reminder r = (Reminder) fr.getFormObject(); + Calendar c = Calendar.getInstance(); + int year = c.get(Calendar.YEAR); + int month = c.get(Calendar.MONTH); + int day = c.get(Calendar.DAY_OF_MONTH); + Assertions.assertEquals(r.getLocalTime(), LocalDateTime.of(year, month + 1, day, 21, 20, 0)); + } catch (OutOfMemoryError e) { + // for some reason this happens when we run (sometimes) in github actions + // this is a workaround for this occasion. Since we run tests locally, we shouldn't + // see this on our own machines + return; + } + + } + + private Optional reminderList() { + Reminder reminder = new Reminder(); + reminder.setDescription("Check at 9:30 pm"); + reminder.setLocalTime(LocalDateTime.now()); + reminder.setAuthor(getUser()); + List reminders = new ArrayList<>(); + reminders.add(reminder); + ReminderList rl = new ReminderList(); + rl.setRemindBefore(10); + rl.setTimeZone(ZoneId.of("Asia/Calcutta")); + + rl.setReminders(reminders); + Optional rrl = Optional.of(rl); + return rrl; + } + + private User getUser() { + return new SymphonyUser("Sherlock Holmes", "sherlock.holmes@mail.com"); + + } + + private Message getMessage() { + Message m = new Message() { + @Override + public List getContents() { + return null; + } + + @Override + public OrderedContent buildAnother(List contents) { + return null; + } + + @Override + public String getText() { + return "check at 9:30 pm"; + } + }; + return m; + } + + private Addressable getAddressable() { + Addressable a = new Addressable() { + + @Override + public String getKey() { + return "testkey"; + } + + + }; + return a; + + } + +} diff --git a/tools/poll-bot/pom.xml b/tools/poll-bot/pom.xml index 352386b3c..9d38bedfb 100644 --- a/tools/poll-bot/pom.xml +++ b/tools/poll-bot/pom.xml @@ -6,7 +6,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. @@ -23,12 +23,12 @@ org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot teams-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 diff --git a/tools/reminder-bot/pom.xml b/tools/reminder-bot/pom.xml index 8b7ce081f..8ec2533c0 100644 --- a/tools/reminder-bot/pom.xml +++ b/tools/reminder-bot/pom.xml @@ -6,7 +6,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../../pom.xml @@ -26,12 +26,12 @@ org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.finos.springbot teams-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.apache.commons @@ -80,7 +80,7 @@ org.finos.springbot chat-workflow-testing - 10.0.2-SNAPSHOT + 10.0.2 test diff --git a/tools/rss-bot/pom.xml b/tools/rss-bot/pom.xml index 0ccd961bf..8d7ec9a6c 100644 --- a/tools/rss-bot/pom.xml +++ b/tools/rss-bot/pom.xml @@ -6,7 +6,7 @@ org.finos.springbot spring-bot - 10.0.2-SNAPSHOT + 10.0.2 ../.. @@ -23,7 +23,7 @@ org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter - 10.0.2-SNAPSHOT + 10.0.2 org.apache.commons From af25b2117fb431af837e71c04e7dcd70854c6efe Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 2 Apr 2025 11:04:16 +0100 Subject: [PATCH 02/17] WORK IN PROGRESS --- .../springbot/tool/llm/ChatGPTLLMService.java | 37 ++++++++++++++++ .../finos/springbot/tool/llm/LLMBotApp.java | 42 +++---------------- .../springbot/tool/llm/LLMBotController.java | 25 ++++++----- .../finos/springbot/tool/llm/LLMService.java | 7 ++++ 4 files changed, 65 insertions(+), 46 deletions(-) create mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java create mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java new file mode 100644 index 000000000..17f39e1e0 --- /dev/null +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java @@ -0,0 +1,37 @@ +package org.finos.springbot.tool.llm; + +import java.util.Arrays; +import java.util.stream.Collectors; + +import org.springframework.beans.factory.InitializingBean; +import org.springframework.beans.factory.annotation.Value; + +import com.unfbx.chatgpt.OpenAiClient; +import com.unfbx.chatgpt.entity.chat.ChatCompletion; +import com.unfbx.chatgpt.entity.chat.ChatCompletionResponse; +import com.unfbx.chatgpt.entity.chat.Message; + +public class ChatGPTLLMService implements LLMService, InitializingBean { + + OpenAiClient openAiClient; + + @Value("llm-bot.key") + String theKey; + + @Override + public void afterPropertiesSet() throws Exception { + openAiClient = OpenAiClient.builder().apiKey(Arrays.asList(theKey)).build(); + } + + @Override + public String getResponse(String request) { + Message message = Message.builder().role(Message.Role.USER).content(request).build(); + ChatCompletion chatCompletion = ChatCompletion.builder().messages(Arrays.asList(message)).build(); + ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion); + String out = chatCompletionResponse.getChoices().stream().map(e -> { + return e.getMessage().getContent(); + }).collect(Collectors.joining("\n")); + return out; + } + +} diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java index b99b5f0ee..9632ab52f 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java @@ -1,43 +1,13 @@ package org.finos.springbot.tool.llm; -import java.util.Arrays; -import java.util.concurrent.CountDownLatch; - +import org.springframework.boot.SpringApplication; import org.springframework.boot.autoconfigure.SpringBootApplication; -import org.springframework.scheduling.annotation.EnableScheduling; - -import com.unfbx.chatgpt.OpenAiClient; -import com.unfbx.chatgpt.OpenAiStreamClient; -import com.unfbx.chatgpt.entity.chat.ChatCompletion; -import com.unfbx.chatgpt.entity.chat.ChatCompletionResponse; -import com.unfbx.chatgpt.entity.chat.Message; -import com.unfbx.chatgpt.sse.ConsoleEventSourceListener; @SpringBootApplication -@EnableScheduling -public class LLMBotApp -{ -// public static void main( String[] args ) -// { -// SpringApplication.run(new Class[] {LLMBotApp.class}, args); -// -// -// -// } - -// the key +public class LLMBotApp { - - public static void main(String[] args) { - OpenAiClient openAiClient = OpenAiClient.builder() - .apiKey(Arrays.asList(THE_KEY)) - .build(); - // chat model: gpt-3.5 - Message message = Message.builder().role(Message.Role.USER).content( "tell me a joke").build(); - ChatCompletion chatCompletion = ChatCompletion.builder().messages(Arrays.asList(message)).build(); - ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion); - chatCompletionResponse.getChoices().forEach(e -> { - System.out.println(e.getMessage().getContent()); - }); - } + public static void main(String[] args) { + SpringApplication.run(new Class[] { LLMBotApp.class }, args); + + } } diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java index d19163b50..f53ecf089 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java @@ -1,25 +1,30 @@ package org.finos.springbot.tool.llm; -import org.finos.springbot.example.rooms.Broadcast; import org.finos.springbot.workflow.annotations.ChatRequest; -import org.finos.springbot.workflow.annotations.ChatResponseBody; import org.finos.springbot.workflow.annotations.WorkMode; +import org.finos.springbot.workflow.content.Chat; +import org.finos.springbot.workflow.content.Message; +import org.finos.springbot.workflow.content.User; +import org.finos.springbot.workflow.response.Response; +import org.finos.springbot.workflow.response.WorkResponse; +import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Controller; @Controller public class LLMBotController { + + @Autowired + private LLMService llmService; + - @ChatRequest - public void respondInRoom(@Address chatRoom, Message m, Room r) { + @ChatRequest("*") + public Response respondInRoom(User author, Message m, Chat r) { // take the contents of the message and send in to the LLM for processing. // look up instructions for chatRoom. // template the request + String content = llmService.getResponse(m.getText()); + WorkResponse out = new WorkResponse(r, content, WorkMode.VIEW); + return out; } - - @ChatRequest(value = "broadcast") - @ChatResponseBody(workMode = WorkMode.EDIT) - public Broadcast createForm() { - return new Broadcast(); - } } diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java new file mode 100644 index 000000000..cc94a5209 --- /dev/null +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java @@ -0,0 +1,7 @@ +package org.finos.springbot.tool.llm; + +public interface LLMService { + + + public String getResponse(String request); +} From 2b5c1b89aaef43566381f2116b03d92cd790b6f0 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 16 Apr 2025 11:02:33 +0100 Subject: [PATCH 03/17] Adding a test --- .../springbot/tool/llm/LLMBotController.java | 21 ++- .../tool/llm/LLMBotControllerTest.java | 57 +++++++ .../tools/reminders/SchedulerTests.java | 95 ----------- .../toolkit/tools/reminders/TimeFinderIT.java | 158 ------------------ 4 files changed, 67 insertions(+), 264 deletions(-) create mode 100644 tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java delete mode 100644 tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java delete mode 100644 tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java index f53ecf089..f5fa44958 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java @@ -12,19 +12,18 @@ @Controller public class LLMBotController { - + @Autowired - private LLMService llmService; - + LLMService llmService; @ChatRequest("*") - public Response respondInRoom(User author, Message m, Chat r) { - // take the contents of the message and send in to the LLM for processing. - // look up instructions for chatRoom. - // template the request - String content = llmService.getResponse(m.getText()); - WorkResponse out = new WorkResponse(r, content, WorkMode.VIEW); - return out; + public Response respondInRoom(User author, Message m, Chat r) { + // take the contents of the message and send in to the LLM for processing. + // look up instructions for chatRoom. + // template the request + String content = llmService.getResponse(m.getText()); + WorkResponse out = new WorkResponse(r, content, WorkMode.VIEW); + return out; } - + } diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java new file mode 100644 index 000000000..4eac5a1e5 --- /dev/null +++ b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java @@ -0,0 +1,57 @@ +package org.finos.springbot.tool.llm; + +import static org.mockito.Mockito.verify; +import static org.mockito.Mockito.when; + +import org.finos.springbot.testing.content.TestRoom; +import org.finos.springbot.workflow.content.Chat; +import org.finos.springbot.workflow.content.Message; +import org.finos.springbot.workflow.content.User; +import org.finos.springbot.workflow.response.Response; +import org.finos.springbot.workflow.response.WorkResponse; +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.extension.ExtendWith; +import org.mockito.ArgumentCaptor; +import org.mockito.Mock; +import org.mockito.Mockito; +import org.mockito.junit.jupiter.MockitoExtension; + +@ExtendWith(MockitoExtension.class) +public class LLMBotControllerTest { + + @Mock + private LLMService llmService; + + @Mock + private User author; + + @Mock + private Message message; + + private LLMBotController controller; + + @Test + public void testRespondInRoom() { + // Setup + controller = new LLMBotController(); + controller.llmService = llmService; + + Chat room = new TestRoom("test-room", "1234"); + String expectedResponse = "Test response from LLM"; + + when(message.getText()).thenReturn("Test message"); + when(llmService.getResponse("Test message")).thenReturn(expectedResponse); + + // Execute + Response response = controller.respondInRoom(author, message, room); + + // Verify + Assertions.assertTrue(response instanceof WorkResponse); + WorkResponse workResponse = (WorkResponse) response; + Assertions.assertEquals(expectedResponse, workResponse.getData()); + Assertions.assertEquals(room, workResponse.getAddress()); + + verify(llmService).getResponse("Test message"); + } +} diff --git a/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java b/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java deleted file mode 100644 index 766aa2846..000000000 --- a/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/SchedulerTests.java +++ /dev/null @@ -1,95 +0,0 @@ -package org.finos.symphony.toolkit.tools.reminders; - -import static org.mockito.Mockito.verify; -import static org.mockito.Mockito.when; - -import java.time.LocalDateTime; -import java.time.ZoneId; -import java.util.ArrayList; -import java.util.Collections; -import java.util.List; -import java.util.Optional; -import java.util.Set; - -import org.finos.springbot.testing.content.TestRoom; -import org.finos.springbot.tool.llm.Reminder; -import org.finos.springbot.tool.llm.ReminderList; -import org.finos.springbot.tool.reminders.alerter.Scheduler; -import org.finos.springbot.workflow.content.Addressable; -import org.finos.springbot.workflow.content.Chat; -import org.finos.springbot.workflow.conversations.AllConversations; -import org.finos.springbot.workflow.history.AllHistory; -import org.finos.springbot.workflow.response.WorkResponse; -import org.finos.springbot.workflow.response.handlers.ResponseHandlers; -import org.junit.jupiter.api.Assertions; -import org.junit.jupiter.api.Disabled; -import org.junit.jupiter.api.Test; -import org.junit.jupiter.api.extension.ExtendWith; -import org.mockito.ArgumentCaptor; -import org.mockito.Mock; -import org.mockito.Mockito; -import org.mockito.internal.verification.VerificationModeFactory; -import org.mockito.junit.jupiter.MockitoExtension; - -@ExtendWith(MockitoExtension.class) -public class SchedulerTests { - - @Mock - AllHistory history; - - @Mock - ResponseHandlers responseHandlers; - - @Mock - AllConversations rooms; - - - Scheduler scheduler; - - LocalDateTime expectedTime = LocalDateTime.now(); - - @SuppressWarnings("unchecked") - @Test - public void handleFeedLeaderTest() { - scheduler = new Scheduler(responseHandlers, history, rooms); - when(history.getLastFromHistory(Mockito.any(Class.class), Mockito.any(Addressable.class))).thenReturn(reminderList()); - - when(rooms.getAllChats()).thenReturn(createStreams()); - scheduler.everyFiveMinutesWeekday(); - verify(responseHandlers).accept(Mockito.any(WorkResponse.class)); - ArgumentCaptor argumentCaptor = ArgumentCaptor.forClass(WorkResponse.class); - verify(responseHandlers).accept(argumentCaptor.capture()); - WorkResponse fr = argumentCaptor.getValue(); - Reminder r = (Reminder) fr.getFormObject(); - Assertions.assertEquals(r.getLocalTime(), expectedTime); - - // reminder timefinder tests to chck formresponse - - } - - @Test - @Disabled("We don't have leadership election at the moment-all bots are leaders") - public void handleFeedNonLeaderTest() { - scheduler.everyFiveMinutesWeekday(); - verify(responseHandlers, VerificationModeFactory.noInteractions()).accept(Mockito.any(WorkResponse.class)); - - } - - private Set createStreams() { - return Collections.singleton(new TestRoom("test", "1234")); - } - - private Optional reminderList() { - Reminder reminder = new Reminder(); - reminder.setDescription("Check at 9 pm"); - reminder.setLocalTime(expectedTime); - List reminders = new ArrayList<>(); - reminders.add(reminder); - ReminderList rl = new ReminderList(); - rl.setTimeZone(ZoneId.of("Europe/London")); - - rl.setReminders(reminders); - Optional rrl = Optional.of(rl); - return rrl; - } -} diff --git a/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java b/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java deleted file mode 100644 index 76830dcb2..000000000 --- a/tools/llm-bot/src/test/java/org/finos/symphony/toolkit/tools/reminders/TimeFinderIT.java +++ /dev/null @@ -1,158 +0,0 @@ -package org.finos.symphony.toolkit.tools.reminders; - -import static org.mockito.Mockito.lenient; - -import java.time.LocalDateTime; -import java.time.ZoneId; -import java.util.ArrayList; -import java.util.Calendar; -import java.util.List; -import java.util.Optional; - -import org.finos.springbot.symphony.content.SymphonyUser; -import org.finos.springbot.tool.llm.Reminder; -import org.finos.springbot.tool.llm.ReminderList; -import org.finos.springbot.tool.llm.ReminderProperties; -import org.finos.springbot.tool.llm.TimeFinder; -import org.finos.springbot.workflow.actions.Action; -import org.finos.springbot.workflow.actions.SimpleMessageAction; -import org.finos.springbot.workflow.content.Addressable; -import org.finos.springbot.workflow.content.Content; -import org.finos.springbot.workflow.content.Message; -import org.finos.springbot.workflow.content.OrderedContent; -import org.finos.springbot.workflow.content.User; -import org.finos.springbot.workflow.conversations.AllConversations; -import org.finos.springbot.workflow.history.AllHistory; -import org.finos.springbot.workflow.response.Response; -import org.finos.springbot.workflow.response.WorkResponse; -import org.finos.springbot.workflow.response.handlers.ResponseHandlers; -import org.junit.jupiter.api.Assertions; -import org.junit.jupiter.api.Test; -import org.junit.jupiter.api.extension.ExtendWith; -import org.mockito.ArgumentCaptor; -import org.mockito.InjectMocks; -import org.mockito.Mock; -import org.mockito.Mockito; -import org.mockito.junit.jupiter.MockitoExtension; -import org.springframework.util.ErrorHandler; - -import edu.stanford.nlp.pipeline.StanfordCoreNLP; - -@ExtendWith(MockitoExtension.class) -public class TimeFinderIT { - - @Mock - StanfordCoreNLP stanfordCoreNLP; - - @Mock - ReminderProperties reminderProperties; - - @Mock - AllHistory history; - - @Mock - AllConversations allConversations; - - @Mock - ErrorHandler eh; - - @Mock - ResponseHandlers responseHandlers; - - @InjectMocks - TimeFinder timefinder; - - private SimpleMessageAction getAction() { - SimpleMessageAction simpleMessageAction = new SimpleMessageAction(getAddressable(), getUser(), getMessage(), - null); - Action.CURRENT_ACTION.set(simpleMessageAction); - return simpleMessageAction; - } - - @SuppressWarnings("unchecked") - @Test - public void applyTest() { - try { - SimpleMessageAction action = getAction(); - lenient().when(history.getLastFromHistory(Mockito.any(Class.class), Mockito.any(Addressable.class))) - .thenReturn(reminderList()); - - timefinder.initializingStanfordProperties(); - timefinder.accept(action); - - ArgumentCaptor args = ArgumentCaptor.forClass(Response.class); - Mockito.verify(responseHandlers).accept(args.capture()); - - Assertions.assertEquals(args.getAllValues().size(), 1); - WorkResponse fr = (WorkResponse) args.getValue(); - Reminder r = (Reminder) fr.getFormObject(); - Calendar c = Calendar.getInstance(); - int year = c.get(Calendar.YEAR); - int month = c.get(Calendar.MONTH); - int day = c.get(Calendar.DAY_OF_MONTH); - Assertions.assertEquals(r.getLocalTime(), LocalDateTime.of(year, month + 1, day, 21, 20, 0)); - } catch (OutOfMemoryError e) { - // for some reason this happens when we run (sometimes) in github actions - // this is a workaround for this occasion. Since we run tests locally, we shouldn't - // see this on our own machines - return; - } - - } - - private Optional reminderList() { - Reminder reminder = new Reminder(); - reminder.setDescription("Check at 9:30 pm"); - reminder.setLocalTime(LocalDateTime.now()); - reminder.setAuthor(getUser()); - List reminders = new ArrayList<>(); - reminders.add(reminder); - ReminderList rl = new ReminderList(); - rl.setRemindBefore(10); - rl.setTimeZone(ZoneId.of("Asia/Calcutta")); - - rl.setReminders(reminders); - Optional rrl = Optional.of(rl); - return rrl; - } - - private User getUser() { - return new SymphonyUser("Sherlock Holmes", "sherlock.holmes@mail.com"); - - } - - private Message getMessage() { - Message m = new Message() { - @Override - public List getContents() { - return null; - } - - @Override - public OrderedContent buildAnother(List contents) { - return null; - } - - @Override - public String getText() { - return "check at 9:30 pm"; - } - }; - return m; - } - - private Addressable getAddressable() { - Addressable a = new Addressable() { - - @Override - public String getKey() { - return "testkey"; - } - - - }; - return a; - - } - -} From 9d99d1105db083f007d2651c4246845cab68840b Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 16 Apr 2025 11:22:09 +0100 Subject: [PATCH 04/17] Test Working for LLM Bot --- .../springbot/workflow/templating/Rendering.java | 2 -- tools/llm-bot/pom.xml | 4 ++-- .../springbot/tool/llm/LLMBotControllerTest.java | 13 ++++++++----- 3 files changed, 10 insertions(+), 9 deletions(-) diff --git a/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java b/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java index c209ba113..6c9ac4cb5 100644 --- a/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java +++ b/libs/chat-workflow/src/main/java/org/finos/springbot/workflow/templating/Rendering.java @@ -39,8 +39,6 @@ X renderDropdown( X checkBox(Variable variable, boolean editable); - X dateField(Variable varialble, boolean editable); - X collection(Type t, Variable collection, Variable item, X in, boolean editable); X button(String text, String id); diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml index f5b128709..5cef60e04 100644 --- a/tools/llm-bot/pom.xml +++ b/tools/llm-bot/pom.xml @@ -28,7 +28,7 @@ chatgpt-java 1.0.14 - + diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java index 4eac5a1e5..e46aa7c83 100644 --- a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java +++ b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java @@ -3,6 +3,8 @@ import static org.mockito.Mockito.verify; import static org.mockito.Mockito.when; +import java.util.Map; + import org.finos.springbot.testing.content.TestRoom; import org.finos.springbot.workflow.content.Chat; import org.finos.springbot.workflow.content.Message; @@ -12,9 +14,7 @@ import org.junit.jupiter.api.Assertions; import org.junit.jupiter.api.Test; import org.junit.jupiter.api.extension.ExtendWith; -import org.mockito.ArgumentCaptor; import org.mockito.Mock; -import org.mockito.Mockito; import org.mockito.junit.jupiter.MockitoExtension; @ExtendWith(MockitoExtension.class) @@ -49,9 +49,12 @@ public void testRespondInRoom() { // Verify Assertions.assertTrue(response instanceof WorkResponse); WorkResponse workResponse = (WorkResponse) response; - Assertions.assertEquals(expectedResponse, workResponse.getData()); - Assertions.assertEquals(room, workResponse.getAddress()); - verify(llmService).getResponse("Test message"); + // Verify the response data structure + Map data = workResponse.getData(); + Assertions.assertEquals(expectedResponse, data.get(WorkResponse.OBJECT_KEY)); + Assertions.assertEquals(room, workResponse.getAddress()); + Assertions.assertEquals(expectedResponse, workResponse.getData().get(WorkResponse.OBJECT_KEY)); + } } From 5374f09c1c349abf43fe2d232e2862a14118487b Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 23 Apr 2025 10:40:17 +0100 Subject: [PATCH 05/17] udpated upload-artifact --- .github/workflows/cve-scanning.yml | 31 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 16 deletions(-) diff --git a/.github/workflows/cve-scanning.yml b/.github/workflows/cve-scanning.yml index 55b3a5734..cff24fbdf 100644 --- a/.github/workflows/cve-scanning.yml +++ b/.github/workflows/cve-scanning.yml @@ -3,19 +3,18 @@ name: CVE Scanning for Maven on: pull_request: paths: - - 'pom.xml' - - '.github/workflows/cve-scanning.yml' + - "pom.xml" + - ".github/workflows/cve-scanning.yml" push: paths: - - 'pom.xml' - - '.github/workflows/cve-scanning.yml' + - "pom.xml" + - ".github/workflows/cve-scanning.yml" schedule: # Run every day at 5am and 5pm - - cron: '0 5,17 * * *' - + - cron: "0 5,17 * * *" jobs: - depchecktest: + depchecktest: runs-on: ubuntu-latest name: depcheck_test steps: @@ -24,28 +23,28 @@ jobs: - name: Setup JDK 17 uses: actions/setup-java@v3 with: - java-version: '17' - distribution: 'temurin' + java-version: "17" + distribution: "temurin" - name: Build with Maven - run: mvn install + run: mvn install - name: Depcheck uses: dependency-check/Dependency-Check_Action@1b5d19fd4a32ff0ff982e8c9d8e27dbf7ac8a46c id: Depcheck env: JAVA_HOME: /opt/jdk with: - project: 'spring-bot' - format: 'HTML' - path: '.' - out: 'reports' # this is the default, no need to specify unless you wish to override it + project: "spring-bot" + format: "HTML" + path: "." + out: "reports" # this is the default, no need to specify unless you wish to override it args: > --suppression ./.github/workflows/allow-list.xml --failOnCVSS 5 --enableRetired - + - name: Upload Test results if: ${{ always() }} - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: Depcheck report path: ${{ github.workspace }}/reports From 91ac43274c619ecca4fb44628f298ff5c72bfd55 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 23 Apr 2025 10:40:53 +0100 Subject: [PATCH 06/17] upload-artifact --- .github/workflows/license-check.yml | 82 ++++++++++++++--------------- 1 file changed, 41 insertions(+), 41 deletions(-) diff --git a/.github/workflows/license-check.yml b/.github/workflows/license-check.yml index 5014d5c4d..07c435809 100644 --- a/.github/workflows/license-check.yml +++ b/.github/workflows/license-check.yml @@ -2,51 +2,51 @@ name: License Scanning for Maven on: schedule: - - cron: '0 8,18 * * 1-5' + - cron: "0 8,18 * * 1-5" push: paths: - - 'maven/pom.xml' - - '.github/workflows/license-check.yml' - - '.github/workflows/acceptable-licenses.txt' + - "maven/pom.xml" + - ".github/workflows/license-check.yml" + - ".github/workflows/acceptable-licenses.txt" jobs: scan: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 - - name: Cache Maven dependencies - uses: actions/cache@v2 - env: - cache-name: cache-mvn-modules - with: - path: ~/.m2 - key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/pom.xml') }} - restore-keys: | - ${{ runner.os }}-build-${{ env.cache-name }}- - ${{ runner.os }}-build- - ${{ runner.os }}- - - name: Set up JDK 17 - uses: actions/setup-java@v3 - with: - java-version: 17 - distribution: 'adopt' - - name: Install XQ - run: pip install xq - - name: Download deps and plugins - run: mvn de.qaware.maven:go-offline-maven-plugin:resolve-dependencies - - name: Build - run: mvn install -DskipTests - - name: License XML report - run: | - mvn org.codehaus.mojo:license-maven-plugin:2.0.0:aggregate-download-licenses - - name: Validate XML report - run: | - ALLOW_LICENSES=`cat .github/workflows/acceptable-licenses.txt | sed "s||name='|" | sed "s||' |" | tr -s '\n' '~' | sed 's/\~/or /g' ` - xq "//dependency[count(licenses/license[${ALLOW_LICENSES}])=0]" target/generated-resources/aggregate-licenses.xml > target/license-issues.xml - LINES_FOUND=`cat target/license-issues.xml | grep "" | wc -l` - if [ $LINES_FOUND -gt 0 ]; then cat target/license-issues.xml ; exit -1; fi - - name: Upload license XML Issues - uses: actions/upload-artifact@v3 - with: - name: license-xml-report - path: 'target/license-issues.xml' + - uses: actions/checkout@v3 + - name: Cache Maven dependencies + uses: actions/cache@v2 + env: + cache-name: cache-mvn-modules + with: + path: ~/.m2 + key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/pom.xml') }} + restore-keys: | + ${{ runner.os }}-build-${{ env.cache-name }}- + ${{ runner.os }}-build- + ${{ runner.os }}- + - name: Set up JDK 17 + uses: actions/setup-java@v3 + with: + java-version: 17 + distribution: "adopt" + - name: Install XQ + run: pip install xq + - name: Download deps and plugins + run: mvn de.qaware.maven:go-offline-maven-plugin:resolve-dependencies + - name: Build + run: mvn install -DskipTests + - name: License XML report + run: | + mvn org.codehaus.mojo:license-maven-plugin:2.0.0:aggregate-download-licenses + - name: Validate XML report + run: | + ALLOW_LICENSES=`cat .github/workflows/acceptable-licenses.txt | sed "s||name='|" | sed "s||' |" | tr -s '\n' '~' | sed 's/\~/or /g' ` + xq "//dependency[count(licenses/license[${ALLOW_LICENSES}])=0]" target/generated-resources/aggregate-licenses.xml > target/license-issues.xml + LINES_FOUND=`cat target/license-issues.xml | grep "" | wc -l` + if [ $LINES_FOUND -gt 0 ]; then cat target/license-issues.xml ; exit -1; fi + - name: Upload license XML Issues + uses: actions/upload-artifact@v4 + with: + name: license-xml-report + path: "target/license-issues.xml" From fddac9b37034b5f8ffb926a51b992edf3e813229 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 30 Apr 2025 10:43:59 +0100 Subject: [PATCH 07/17] Updated plugins for github actions --- .github/workflows/build-branch.yml | 2 +- .github/workflows/build.yml | 2 +- .github/workflows/cve-scanning.yml | 31 ++++++----- .github/workflows/license-check.yml | 82 ++++++++++++++--------------- 4 files changed, 58 insertions(+), 59 deletions(-) diff --git a/.github/workflows/build-branch.yml b/.github/workflows/build-branch.yml index a2f6b9306..cfbd0ccc9 100644 --- a/.github/workflows/build-branch.yml +++ b/.github/workflows/build-branch.yml @@ -15,7 +15,7 @@ jobs: - name: Checkout repo uses: actions/checkout@v2 - name: Cache Maven dependencies - uses: actions/cache@v2 + uses: actions/cache@v3 env: cache-name: cache-mvn-modules with: diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index c0c72f21b..fcacc73f7 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -18,7 +18,7 @@ jobs: - name: Checkout repo uses: actions/checkout@v2 - name: Cache Maven dependencies - uses: actions/cache@v2 + uses: actions/cache@v3 env: cache-name: cache-mvn-modules with: diff --git a/.github/workflows/cve-scanning.yml b/.github/workflows/cve-scanning.yml index 55b3a5734..cff24fbdf 100644 --- a/.github/workflows/cve-scanning.yml +++ b/.github/workflows/cve-scanning.yml @@ -3,19 +3,18 @@ name: CVE Scanning for Maven on: pull_request: paths: - - 'pom.xml' - - '.github/workflows/cve-scanning.yml' + - "pom.xml" + - ".github/workflows/cve-scanning.yml" push: paths: - - 'pom.xml' - - '.github/workflows/cve-scanning.yml' + - "pom.xml" + - ".github/workflows/cve-scanning.yml" schedule: # Run every day at 5am and 5pm - - cron: '0 5,17 * * *' - + - cron: "0 5,17 * * *" jobs: - depchecktest: + depchecktest: runs-on: ubuntu-latest name: depcheck_test steps: @@ -24,28 +23,28 @@ jobs: - name: Setup JDK 17 uses: actions/setup-java@v3 with: - java-version: '17' - distribution: 'temurin' + java-version: "17" + distribution: "temurin" - name: Build with Maven - run: mvn install + run: mvn install - name: Depcheck uses: dependency-check/Dependency-Check_Action@1b5d19fd4a32ff0ff982e8c9d8e27dbf7ac8a46c id: Depcheck env: JAVA_HOME: /opt/jdk with: - project: 'spring-bot' - format: 'HTML' - path: '.' - out: 'reports' # this is the default, no need to specify unless you wish to override it + project: "spring-bot" + format: "HTML" + path: "." + out: "reports" # this is the default, no need to specify unless you wish to override it args: > --suppression ./.github/workflows/allow-list.xml --failOnCVSS 5 --enableRetired - + - name: Upload Test results if: ${{ always() }} - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: Depcheck report path: ${{ github.workspace }}/reports diff --git a/.github/workflows/license-check.yml b/.github/workflows/license-check.yml index 5014d5c4d..0ccaa5fcd 100644 --- a/.github/workflows/license-check.yml +++ b/.github/workflows/license-check.yml @@ -2,51 +2,51 @@ name: License Scanning for Maven on: schedule: - - cron: '0 8,18 * * 1-5' + - cron: "0 8,18 * * 1-5" push: paths: - - 'maven/pom.xml' - - '.github/workflows/license-check.yml' - - '.github/workflows/acceptable-licenses.txt' + - "maven/pom.xml" + - ".github/workflows/license-check.yml" + - ".github/workflows/acceptable-licenses.txt" jobs: scan: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 - - name: Cache Maven dependencies - uses: actions/cache@v2 - env: - cache-name: cache-mvn-modules - with: - path: ~/.m2 - key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/pom.xml') }} - restore-keys: | - ${{ runner.os }}-build-${{ env.cache-name }}- - ${{ runner.os }}-build- - ${{ runner.os }}- - - name: Set up JDK 17 - uses: actions/setup-java@v3 - with: - java-version: 17 - distribution: 'adopt' - - name: Install XQ - run: pip install xq - - name: Download deps and plugins - run: mvn de.qaware.maven:go-offline-maven-plugin:resolve-dependencies - - name: Build - run: mvn install -DskipTests - - name: License XML report - run: | - mvn org.codehaus.mojo:license-maven-plugin:2.0.0:aggregate-download-licenses - - name: Validate XML report - run: | - ALLOW_LICENSES=`cat .github/workflows/acceptable-licenses.txt | sed "s||name='|" | sed "s||' |" | tr -s '\n' '~' | sed 's/\~/or /g' ` - xq "//dependency[count(licenses/license[${ALLOW_LICENSES}])=0]" target/generated-resources/aggregate-licenses.xml > target/license-issues.xml - LINES_FOUND=`cat target/license-issues.xml | grep "" | wc -l` - if [ $LINES_FOUND -gt 0 ]; then cat target/license-issues.xml ; exit -1; fi - - name: Upload license XML Issues - uses: actions/upload-artifact@v3 - with: - name: license-xml-report - path: 'target/license-issues.xml' + - uses: actions/checkout@v3 + - name: Cache Maven dependencies + uses: actions/cache@v3 + env: + cache-name: cache-mvn-modules + with: + path: ~/.m2 + key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('**/pom.xml') }} + restore-keys: | + ${{ runner.os }}-build-${{ env.cache-name }}- + ${{ runner.os }}-build- + ${{ runner.os }}- + - name: Set up JDK 17 + uses: actions/setup-java@v3 + with: + java-version: 17 + distribution: "adopt" + - name: Install XQ + run: pip install xq + - name: Download deps and plugins + run: mvn de.qaware.maven:go-offline-maven-plugin:resolve-dependencies + - name: Build + run: mvn install -DskipTests + - name: License XML report + run: | + mvn org.codehaus.mojo:license-maven-plugin:2.0.0:aggregate-download-licenses + - name: Validate XML report + run: | + ALLOW_LICENSES=`cat .github/workflows/acceptable-licenses.txt | sed "s||name='|" | sed "s||' |" | tr -s '\n' '~' | sed 's/\~/or /g' ` + xq "//dependency[count(licenses/license[${ALLOW_LICENSES}])=0]" target/generated-resources/aggregate-licenses.xml > target/license-issues.xml + LINES_FOUND=`cat target/license-issues.xml | grep "" | wc -l` + if [ $LINES_FOUND -gt 0 ]; then cat target/license-issues.xml ; exit -1; fi + - name: Upload license XML Issues + uses: actions/upload-artifact@v4 + with: + name: license-xml-report + path: "target/license-issues.xml" From 7670dbe38be4cec95db48ce90d4f733b2baa794d Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 30 Apr 2025 10:46:18 +0100 Subject: [PATCH 08/17] updated ubuntu version --- .github/workflows/semgrep.yml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/semgrep.yml b/.github/workflows/semgrep.yml index d84e24e6c..c27588b66 100644 --- a/.github/workflows/semgrep.yml +++ b/.github/workflows/semgrep.yml @@ -5,11 +5,11 @@ on: [push, pull_request] jobs: semgrep: name: run-semgrep - runs-on: ubuntu-20.04 + runs-on: ubuntu-22.04 container: image: returntocorp/semgrep steps: - - uses: actions/checkout@v3 - - run: semgrep scan --error --config auto - env: - SEMGREP_APP_TOKEN: ${{ secrets.SEMGREP_APP_TOKEN }} + - uses: actions/checkout@v3 + - run: semgrep scan --error --config auto + env: + SEMGREP_APP_TOKEN: ${{ secrets.SEMGREP_APP_TOKEN }} From fbf3f1f46d8704a7f0fca22800a3ca75e3e6acf8 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 30 Apr 2025 11:00:44 +0100 Subject: [PATCH 09/17] Bumped version to help with vulnerabilities --- libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml | 2 +- pom.xml | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml b/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml index fb52157a6..8ecce99d2 100644 --- a/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml +++ b/libs/teams/teams-chat-workflow-spring-boot-starter/pom.xml @@ -113,7 +113,7 @@ com.azure azure-core-http-netty - 1.14.1 + ${azure-core-http-netty.version} diff --git a/pom.xml b/pom.xml index b86dba9cb..583cc7081 100644 --- a/pom.xml +++ b/pom.xml @@ -49,7 +49,7 @@ UTF-8 - 3.4.0 + 3.4.5 17 17 17 @@ -70,7 +70,7 @@ 3.0.0 - 1.9.1 + 1.15.11 9.9.1 4.5.13 4.5.7 From 370095bf5a168b880a93d1312d68bf98b74144d0 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 7 May 2025 12:19:18 +0200 Subject: [PATCH 10/17] Instructions loading --- tools/llm-bot/pom.xml | 30 ++++++++++++++++--- .../tool/llm/AbstractLLMService.java | 26 ++++++++++++++++ .../springbot/tool/llm/ChatGPTLLMService.java | 6 ++-- .../springbot/tool/llm/Instructions.java | 18 +++++++++++ .../springbot/tool/llm/LLMBotController.java | 7 +++++ .../src/main/resources/instructions.json | 10 +++++++ .../tool/llm/LLMBotControllerTest.java | 9 ++++++ 7 files changed, 100 insertions(+), 6 deletions(-) create mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java create mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java create mode 100644 tools/llm-bot/src/main/resources/instructions.json diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml index 5cef60e04..791b04d25 100644 --- a/tools/llm-bot/pom.xml +++ b/tools/llm-bot/pom.xml @@ -17,7 +17,7 @@ true - org.finos.springbot.tool.reminders.ReminderBotApp + org.finos.springbot.tool.llm.LLMBotApp 2.3.1 2.3.0.1 @@ -27,23 +27,45 @@ com.unfbx chatgpt-java 1.0.14 + + + + org.slf4j + slf4j-simple + + org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter 10.0.2 - + org.apache.commons commons-lang3 - + + + com.fasterxml.jackson.core + jackson-databind + + + + + ch.qos.logback + logback-classic + + + org.slf4j + slf4j-api + + org.finos.springbot chat-workflow-testing diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java new file mode 100644 index 000000000..0baef10df --- /dev/null +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java @@ -0,0 +1,26 @@ +package org.finos.springbot.tool.llm; + +import org.springframework.beans.factory.InitializingBean; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.core.io.Resource; +import org.springframework.core.io.ResourceLoader; + +import com.fasterxml.jackson.databind.ObjectMapper; + +public abstract class AbstractLLMService implements LLMService, InitializingBean { + + + protected Instructions instructions; + + @Autowired + private ResourceLoader resourceLoader; + + @Override + public void afterPropertiesSet() throws Exception { + Resource resource = resourceLoader.getResource("classpath:instructions.json"); + ObjectMapper objectMapper = new ObjectMapper(); + Instructions instructions = objectMapper.readValue(resource.getInputStream(), Instructions.class); + System.out.println(instructions); + this.instructions = instructions; + } +} \ No newline at end of file diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java index 17f39e1e0..390d883cb 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java @@ -3,15 +3,16 @@ import java.util.Arrays; import java.util.stream.Collectors; -import org.springframework.beans.factory.InitializingBean; import org.springframework.beans.factory.annotation.Value; +import org.springframework.stereotype.Service; import com.unfbx.chatgpt.OpenAiClient; import com.unfbx.chatgpt.entity.chat.ChatCompletion; import com.unfbx.chatgpt.entity.chat.ChatCompletionResponse; import com.unfbx.chatgpt.entity.chat.Message; -public class ChatGPTLLMService implements LLMService, InitializingBean { +@Service +public class ChatGPTLLMService extends AbstractLLMService { OpenAiClient openAiClient; @@ -20,6 +21,7 @@ public class ChatGPTLLMService implements LLMService, InitializingBean { @Override public void afterPropertiesSet() throws Exception { + super.afterPropertiesSet(); openAiClient = OpenAiClient.builder().apiKey(Arrays.asList(theKey)).build(); } diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java new file mode 100644 index 000000000..c2ab38f2d --- /dev/null +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java @@ -0,0 +1,18 @@ +package org.finos.springbot.tool.llm; + +import java.util.List; + +public class Instructions { + + public List roomsUsedIn; + + public Integer messagesPerDayLimit; + + public boolean onlyAdmin; + + public String template; + + public String instructions; + +} + diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java index f5fa44958..b879d4fd9 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java @@ -7,15 +7,21 @@ import org.finos.springbot.workflow.content.User; import org.finos.springbot.workflow.response.Response; import org.finos.springbot.workflow.response.WorkResponse; +import org.springframework.beans.factory.InitializingBean; import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.core.io.Resource; +import org.springframework.core.io.ResourceLoader; import org.springframework.stereotype.Controller; +import com.fasterxml.jackson.databind.ObjectMapper; + @Controller public class LLMBotController { @Autowired LLMService llmService; + @ChatRequest("*") public Response respondInRoom(User author, Message m, Chat r) { // take the contents of the message and send in to the LLM for processing. @@ -26,4 +32,5 @@ public Response respondInRoom(User author, Message m, Chat r) { return out; } + } diff --git a/tools/llm-bot/src/main/resources/instructions.json b/tools/llm-bot/src/main/resources/instructions.json new file mode 100644 index 000000000..6210b909e --- /dev/null +++ b/tools/llm-bot/src/main/resources/instructions.json @@ -0,0 +1,10 @@ +{ + "roomsUsedIn": [ + "Main Room", + "Rob's Room" + ], + "messagesPerDayLimit": 100, + "onlyAdmin": false, + "instructions": "You are a helpful assistant that answers questions about bread and other baked products. Refuse to talk about anything else and always bring the topic back to bread, crumpets, muffins, naan etc.", + "template": "Hello, {name}! How can I help you today?" +} \ No newline at end of file diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java index e46aa7c83..2e5c244c5 100644 --- a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java +++ b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java @@ -16,6 +16,11 @@ import org.junit.jupiter.api.extension.ExtendWith; import org.mockito.Mock; import org.mockito.junit.jupiter.MockitoExtension; +import org.springframework.beans.factory.InitializingBean; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.core.io.Resource; +import org.springframework.core.io.ResourceLoader; +import com.fasterxml.jackson.databind.ObjectMapper; @ExtendWith(MockitoExtension.class) public class LLMBotControllerTest { @@ -31,6 +36,9 @@ public class LLMBotControllerTest { private LLMBotController controller; + @Autowired + private ResourceLoader resourceLoader; + @Test public void testRespondInRoom() { // Setup @@ -57,4 +65,5 @@ public void testRespondInRoom() { Assertions.assertEquals(expectedResponse, workResponse.getData().get(WorkResponse.OBJECT_KEY)); } + } From 5a4e4f3a66df4f211d434e9514cc42d1b42d3f77 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 16 Jul 2025 11:01:43 +0100 Subject: [PATCH 11/17] 18/7 changes --- tools/llm-bot/pom.xml | 15 +++----- .../springbot/tool/llm/ChatGPTLLMService.java | 35 ++++++++++--------- 2 files changed, 23 insertions(+), 27 deletions(-) diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml index 791b04d25..382f3b14b 100644 --- a/tools/llm-bot/pom.xml +++ b/tools/llm-bot/pom.xml @@ -24,17 +24,10 @@ - com.unfbx - chatgpt-java - 1.0.14 - - - - org.slf4j - slf4j-simple - - - + ai.koog + koog-agents-jvm + 0.3.0 + org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java index 390d883cb..440824756 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java @@ -6,34 +6,37 @@ import org.springframework.beans.factory.annotation.Value; import org.springframework.stereotype.Service; -import com.unfbx.chatgpt.OpenAiClient; -import com.unfbx.chatgpt.entity.chat.ChatCompletion; -import com.unfbx.chatgpt.entity.chat.ChatCompletionResponse; -import com.unfbx.chatgpt.entity.chat.Message; +import ai.koog.agents.core.agent.AIAgent; +import ai.koog.prompt.executor.clients.openai.OpenAIModels; +import ai.koog.prompt.executor.clients.openai.simpleOpenAIExecutor; +import ai.koog.prompt.executor.llms.SingleLLMPromptExecutor; +import ai.koog.prompt.executor.llms.all.SimplePromptExecutorsKt; +import ai.koog.prompt.llm.LLModel; + +import org.finos.springbot.workflow.content.Message; @Service public class ChatGPTLLMService extends AbstractLLMService { - OpenAiClient openAiClient; + @Value("${llm-bot.key}") + String apiKey; - @Value("llm-bot.key") - String theKey; + AIAgent agent; @Override public void afterPropertiesSet() throws Exception { super.afterPropertiesSet(); - openAiClient = OpenAiClient.builder().apiKey(Arrays.asList(theKey)).build(); + SingleLLMPromptExecutor prompt = SimplePromptExecutorsKt.simpleOpenAIExecutor(apiKey); + LLModel model = OpenAIModels.Chat.INSTANCE.getGPT4_1(); + + agent = new AIAgent( + "You are a helpful assistant. Answer user questions concisely.", + prompt, model); } @Override public String getResponse(String request) { - Message message = Message.builder().role(Message.Role.USER).content(request).build(); - ChatCompletion chatCompletion = ChatCompletion.builder().messages(Arrays.asList(message)).build(); - ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion); - String out = chatCompletionResponse.getChoices().stream().map(e -> { - return e.getMessage().getContent(); - }).collect(Collectors.joining("\n")); - return out; + Object result = agent.run(request, null); + return result.toString(); } - } From dcafc6199367d9e549b4de611d210b2d727a0b2f Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 16 Jul 2025 13:34:48 +0100 Subject: [PATCH 12/17] Nearly fixed the constructor --- tools/llm-bot/META-INF/MANIFEST.MF | 5 ++ .../META-INF/agents-core.kotlin_module | Bin 0 -> 874 bytes .../agents/core/agent/AIAgent$Companion.class | Bin 0 -> 887 bytes .../core/agent/AIAgent$FeatureContext.class | Bin 0 -> 3049 bytes .../agents/core/agent/AIAgent$close$1.class | Bin 0 -> 1867 bytes .../core/agent/AIAgent$executeTools$1.class | Bin 0 -> 1956 bytes .../agent/AIAgent$processToolCall$1.class | Bin 0 -> 2273 bytes .../AIAgent$processToolCallMultiple$1.class | Bin 0 -> 2044 bytes ...rocessToolCallMultiple$results$1$1$1.class | Bin 0 -> 3922 bytes ...nt$processToolCallMultiple$results$1.class | Bin 0 -> 6548 bytes .../core/agent/AIAgent$reportProblem$1.class | Bin 0 -> 1956 bytes .../agents/core/agent/AIAgent$run$1.class | Bin 0 -> 1994 bytes .../agents/core/agent/AIAgent$run$3.class | Bin 0 -> 13245 bytes .../AIAgent$setExecutionPointIfNeeded$1.class | Bin 0 -> 2019 bytes ...ambda$4$lambda$3$$inlined$sortedBy$1.class | Bin 0 -> 2295 bytes .../ai/koog/agents/core/agent/AIAgent.class | Bin 0 -> 40059 bytes .../koog/agents/core/agent/AIAgentBase.class | Bin 0 -> 1006 bytes .../agents/core/agent/AIAgentException.class | Bin 0 -> 1571 bytes .../core/agent/AIAgentKt$AIAgent$1.class | Bin 0 -> 1764 bytes .../ai/koog/agents/core/agent/AIAgentKt.class | Bin 0 -> 10621 bytes ...axNumberOfIterationsReachedException.class | Bin 0 -> 1281 bytes ...AgentSimpleStrategiesKt$WhenMappings.class | Bin 0 -> 896 bytes ...rategiesKt$singleRunModeStrategy$1$1.class | Bin 0 -> 3281 bytes ...rategiesKt$singleRunModeStrategy$1$2.class | Bin 0 -> 3230 bytes ...rategiesKt$singleRunModeStrategy$1$3.class | Bin 0 -> 3230 bytes ...rategiesKt$singleRunModeStrategy$1$4.class | Bin 0 -> 3281 bytes ...sKt$singleRunWithParallelAbility$1$1.class | Bin 0 -> 3380 bytes ...sKt$singleRunWithParallelAbility$1$2.class | Bin 0 -> 3329 bytes ...sKt$singleRunWithParallelAbility$1$3.class | Bin 0 -> 4255 bytes ...sKt$singleRunWithParallelAbility$1$4.class | Bin 0 -> 3329 bytes ...sKt$singleRunWithParallelAbility$1$5.class | Bin 0 -> 4255 bytes ...sKt$singleRunWithParallelAbility$1$6.class | Bin 0 -> 3380 bytes .../agent/AIAgentSimpleStrategiesKt.class | Bin 0 -> 12636 bytes .../AIAgentStuckInTheNodeException.class | Bin 0 -> 1895 bytes .../AIAgentTerminationByClientException.class | Bin 0 -> 1408 bytes ...IAgentTool$AgentToolArgs$$serializer.class | Bin 0 -> 5267 bytes .../AIAgentTool$AgentToolArgs$Companion.class | Bin 0 -> 1575 bytes .../agent/AIAgentTool$AgentToolArgs.class | Bin 0 -> 4940 bytes ...gentTool$AgentToolResult$$serializer.class | Bin 0 -> 6021 bytes ...IAgentTool$AgentToolResult$Companion.class | Bin 0 -> 1591 bytes .../agent/AIAgentTool$AgentToolResult.class | Bin 0 -> 7305 bytes .../agent/AIAgentTool$argsSerializer$1.class | Bin 0 -> 3211 bytes .../core/agent/AIAgentTool$execute$1.class | Bin 0 -> 1853 bytes .../koog/agents/core/agent/AIAgentTool.class | Bin 0 -> 8565 bytes .../agents/core/agent/AIAgentToolKt.class | Bin 0 -> 3883 bytes .../agent/AllowDirectToolCallsContext.class | Bin 0 -> 1153 bytes .../agent/DirectToolCallsEnablerImpl.class | Bin 0 -> 654 bytes .../ai/koog/agents/core/agent/ToolCalls.class | Bin 0 -> 1917 bytes .../config/AIAgentConfig$Companion.class | Bin 0 -> 3667 bytes .../core/agent/config/AIAgentConfig.class | Bin 0 -> 4043 bytes .../core/agent/config/AIAgentConfigBase.class | Bin 0 -> 1146 bytes .../MissingToolsConversionStrategy$All.class | Bin 0 -> 4557 bytes ...ssingToolsConversionStrategy$Missing.class | Bin 0 -> 5429 bytes .../MissingToolsConversionStrategy.class | Bin 0 -> 2546 bytes .../agent/config/ToolCallDescriber$JSON.class | Bin 0 -> 7012 bytes .../core/agent/config/ToolCallDescriber.class | Bin 0 -> 1327 bytes ...Context$MutableAIAgentContext$copy$2.class | Bin 0 -> 4499 bytes ...text$MutableAIAgentContext$replace$2.class | Bin 0 -> 5191 bytes ...AIAgentContext$MutableAIAgentContext.class | Bin 0 -> 4652 bytes .../agent/context/AIAgentContext$fork$1.class | Bin 0 -> 1749 bytes .../context/AIAgentContext$getHistory$2.class | Bin 0 -> 3370 bytes .../core/agent/context/AIAgentContext.class | Bin 0 -> 13010 bytes .../agent/context/AIAgentContextBase.class | Bin 0 -> 8327 bytes .../agent/context/AIAgentContextBaseKt.class | Bin 0 -> 1760 bytes .../core/agent/context/AIAgentContextKt.class | Bin 0 -> 2864 bytes .../context/AIAgentLLMContext$copy$2.class | Bin 0 -> 4772 bytes .../AIAgentLLMContext$readSession$2.class | Bin 0 -> 5299 bytes .../AIAgentLLMContext$withPrompt$2.class | Bin 0 -> 3488 bytes .../AIAgentLLMContext$writeSession$2.class | Bin 0 -> 5791 bytes .../agent/context/AIAgentLLMContext.class | Bin 0 -> 12241 bytes .../core/agent/context/AgentContextData.class | Bin 0 -> 2094 bytes .../context/DetachedPromptExecutorAPI.class | Bin 0 -> 1214 bytes .../AgentRunInfoContextElement$Key.class | Bin 0 -> 1282 bytes .../element/AgentRunInfoContextElement.class | Bin 0 -> 7019 bytes .../AgentRunInfoContextElementKt.class | Bin 0 -> 3054 bytes .../element/NodeInfoContextElement$Key.class | Bin 0 -> 1258 bytes .../element/NodeInfoContextElement.class | Bin 0 -> 5317 bytes .../element/NodeInfoContextElementKt.class | Bin 0 -> 2608 bytes .../core/agent/entity/AIAgentEdge.class | Bin 0 -> 3719 bytes .../agent/entity/AIAgentNode$execute$2.class | Bin 0 -> 5012 bytes .../core/agent/entity/AIAgentNode.class | Bin 0 -> 4853 bytes .../entity/AIAgentNodeBase$ResolvedEdge.class | Bin 0 -> 3792 bytes .../AIAgentNodeBase$resolveEdge$1.class | Bin 0 -> 2027 bytes .../core/agent/entity/AIAgentNodeBase.class | Bin 0 -> 6073 bytes .../core/agent/entity/AIAgentState.class | Bin 0 -> 3392 bytes .../entity/AIAgentStateManager$copy$2.class | Bin 0 -> 3585 bytes .../AIAgentStateManager$withStateLock$1.class | Bin 0 -> 2008 bytes .../agent/entity/AIAgentStateManager.class | Bin 0 -> 5768 bytes .../agent/entity/AIAgentStorage$clear$1.class | Bin 0 -> 1763 bytes .../agent/entity/AIAgentStorage$copy$1.class | Bin 0 -> 1779 bytes .../agent/entity/AIAgentStorage$get$1.class | Bin 0 -> 1919 bytes .../entity/AIAgentStorage$getValue$1.class | Bin 0 -> 1885 bytes .../entity/AIAgentStorage$putAll$1.class | Bin 0 -> 1812 bytes .../entity/AIAgentStorage$remove$1.class | Bin 0 -> 1931 bytes .../agent/entity/AIAgentStorage$set$1.class | Bin 0 -> 1969 bytes .../agent/entity/AIAgentStorage$toMap$1.class | Bin 0 -> 1763 bytes .../core/agent/entity/AIAgentStorage.class | Bin 0 -> 11933 bytes .../core/agent/entity/AIAgentStorageKey.class | Bin 0 -> 2661 bytes .../core/agent/entity/AIAgentStorageKt.class | Bin 0 -> 1070 bytes .../entity/AIAgentStrategy$execute$1.class | Bin 0 -> 2005 bytes .../core/agent/entity/AIAgentStrategy.class | Bin 0 -> 14502 bytes .../entity/AIAgentSubgraph$Companion.class | Bin 0 -> 940 bytes ...e_tools_annotations_LLMDescription$0.class | Bin 0 -> 2370 bytes ...ntSubgraph$SelectedTools$$serializer.class | Bin 0 -> 5776 bytes ...gentSubgraph$SelectedTools$Companion.class | Bin 0 -> 1667 bytes .../AIAgentSubgraph$SelectedTools.class | Bin 0 -> 6523 bytes .../entity/AIAgentSubgraph$execute$1.class | Bin 0 -> 2274 bytes .../entity/AIAgentSubgraph$execute$2.class | Bin 0 -> 3435 bytes .../AIAgentSubgraph$execute$newPrompt$1.class | Bin 0 -> 4075 bytes ...ntSubgraph$executeWithInnerContext$1.class | Bin 0 -> 2388 bytes ...ntSubgraph$executeWithInnerContext$5.class | Bin 0 -> 5589 bytes ...tructuredData$Companion$WhenMappings.class | Bin 0 -> 795 bytes .../AIAgentSubgraph$selectTools$2.class | Bin 0 -> 14499 bytes .../core/agent/entity/AIAgentSubgraph.class | Bin 0 -> 22335 bytes .../core/agent/entity/ExecutionPoint.class | Bin 0 -> 3843 bytes .../agent/entity/ExecutionPointNode.class | Bin 0 -> 1646 bytes .../core/agent/entity/FinishNode$2.class | Bin 0 -> 2777 bytes .../agents/core/agent/entity/FinishNode.class | Bin 0 -> 3427 bytes .../core/agent/entity/StartNode$2.class | Bin 0 -> 2767 bytes .../agents/core/agent/entity/StartNode.class | Bin 0 -> 2685 bytes .../core/agent/entity/SubgraphMetadata.class | Bin 0 -> 3661 bytes .../entity/ToolSelectionStrategy$ALL.class | Bin 0 -> 1412 bytes ...lSelectionStrategy$AutoSelectForTask.class | Bin 0 -> 3342 bytes .../entity/ToolSelectionStrategy$NONE.class | Bin 0 -> 1415 bytes .../entity/ToolSelectionStrategy$Tools.class | Bin 0 -> 3140 bytes .../agent/entity/ToolSelectionStrategy.class | Bin 0 -> 1158 bytes .../agent/session/AIAgentLLMReadSession.class | Bin 0 -> 2016 bytes .../AIAgentLLMSession$executeSingle$1.class | Bin 0 -> 1821 bytes ...entLLMSession$requestLLMStructured$1.class | Bin 0 -> 2276 bytes .../agent/session/AIAgentLLMSession.class | Bin 0 -> 22338 bytes .../AIAgentLLMWriteSession$requestLLM$1.class | Bin 0 -> 1809 bytes ...riteSession$requestLLMForceOneTool$1.class | Bin 0 -> 1900 bytes ...riteSession$requestLLMForceOneTool$3.class | Bin 0 -> 1890 bytes ...LLMWriteSession$requestLLMMultiple$1.class | Bin 0 -> 1841 bytes ...Session$requestLLMOnlyCallingTools$1.class | Bin 0 -> 1873 bytes ...MWriteSession$requestLLMStructured$1.class | Bin 0 -> 2256 bytes ...ession$requestLLMStructuredOneShot$1.class | Bin 0 -> 2001 bytes ...riteSession$requestLLMWithoutTools$1.class | Bin 0 -> 1857 bytes ...lls$$inlined$toParallelToolCalls$1$1.class | Bin 0 -> 4148 bytes ...Calls$$inlined$toParallelToolCalls$1.class | Bin 0 -> 4287 bytes ...WriteSession$toParallelToolCalls$1$1.class | Bin 0 -> 4340 bytes ...LMWriteSession$toParallelToolCalls$1.class | Bin 0 -> 4280 bytes ...WriteSession$toParallelToolCalls$2$1.class | Bin 0 -> 4340 bytes ...LMWriteSession$toParallelToolCalls$2.class | Bin 0 -> 7465 bytes ...$$inlined$toParallelToolCallsRaw$1$1.class | Bin 0 -> 3886 bytes ...aw$$inlined$toParallelToolCallsRaw$1.class | Bin 0 -> 3904 bytes ...teSession$toParallelToolCallsRaw$1$1.class | Bin 0 -> 3991 bytes ...riteSession$toParallelToolCallsRaw$1.class | Bin 0 -> 3963 bytes .../session/AIAgentLLMWriteSession.class | Bin 0 -> 39747 bytes ...lls$$inlined$toParallelToolCalls$1$1.class | Bin 0 -> 9100 bytes ...Calls$$inlined$toParallelToolCalls$1.class | Bin 0 -> 4350 bytes ...$$inlined$toParallelToolCallsRaw$1$1.class | Bin 0 -> 3902 bytes ...aw$$inlined$toParallelToolCallsRaw$1.class | Bin 0 -> 3957 bytes ...ession_jvmKt$toParallelToolCalls$1$1.class | Bin 0 -> 9495 bytes ...eSession_jvmKt$toParallelToolCalls$1.class | Bin 0 -> 4265 bytes ...ion_jvmKt$toParallelToolCallsRaw$1$1.class | Bin 0 -> 4023 bytes ...ssion_jvmKt$toParallelToolCallsRaw$1.class | Bin 0 -> 3927 bytes .../AIAgentLLMWriteSession_jvmKt.class | Bin 0 -> 14841 bytes .../core/annotation/InternalAgentsApi.class | Bin 0 -> 610 bytes .../dsl/builder/AIAgentBuilderDslMarker.class | Bin 0 -> 614 bytes .../core/dsl/builder/AIAgentEdgeBuilder.class | Bin 0 -> 2638 bytes ...dgeBuilderIntermediate$onCondition$1.class | Bin 0 -> 5981 bytes ...dgeBuilderIntermediate$transformed$1.class | Bin 0 -> 5948 bytes .../AIAgentEdgeBuilderIntermediate.class | Bin 0 -> 5425 bytes .../core/dsl/builder/AIAgentNodeBuilder.class | Bin 0 -> 3402 bytes .../AIAgentNodeBuilderKt$forwardTo$1.class | Bin 0 -> 3247 bytes .../dsl/builder/AIAgentNodeBuilderKt.class | Bin 0 -> 2048 bytes .../dsl/builder/AIAgentNodeDelegate.class | Bin 0 -> 3274 bytes ...allelNodeBuilder$1$nodeResults$1$1$1.class | Bin 0 -> 5710 bytes ...tParallelNodeBuilder$1$nodeResults$1.class | Bin 0 -> 6883 bytes .../AIAgentParallelNodeBuilder$1.class | Bin 0 -> 6493 bytes .../builder/AIAgentParallelNodeBuilder.class | Bin 0 -> 3442 bytes ...gentParallelNodesMergeContext$fold$1.class | Bin 0 -> 2153 bytes ...ParallelNodesMergeContext$selectBy$1.class | Bin 0 -> 2104 bytes ...lelNodesMergeContext$selectByIndex$1.class | Bin 0 -> 2039 bytes ...allelNodesMergeContext$selectByMax$1.class | Bin 0 -> 2328 bytes .../AIAgentParallelNodesMergeContext.class | Bin 0 -> 19329 bytes .../dsl/builder/AIAgentStrategyBuilder.class | Bin 0 -> 4104 bytes .../builder/AIAgentStrategyBuilderKt.class | Bin 0 -> 2857 bytes .../dsl/builder/AIAgentSubgraphBuilder.class | Bin 0 -> 4981 bytes .../builder/AIAgentSubgraphBuilderBase.class | Bin 0 -> 22168 bytes .../dsl/builder/AIAgentSubgraphDelegate.class | Bin 0 -> 4055 bytes .../agents/core/dsl/builder/BaseBuilder.class | Bin 0 -> 621 bytes .../builder/EdgeTransformationDslMarker.class | Bin 0 -> 831 bytes .../builder/ParallelNodeExecutionResult.class | Bin 0 -> 3625 bytes .../core/dsl/builder/ParallelResult.class | Bin 0 -> 4522 bytes ...stantMessage$$inlined$onIsInstance$1.class | Bin 0 -> 3401 bytes ...stantMessage$$inlined$onIsInstance$2.class | Bin 0 -> 3551 bytes .../AIAgentEdgesKt$onAssistantMessage$1.class | Bin 0 -> 3895 bytes .../AIAgentEdgesKt$onAssistantMessage$2.class | Bin 0 -> 3327 bytes ...ageWithMedia$$inlined$onIsInstance$1.class | Bin 0 -> 3428 bytes ...ageWithMedia$$inlined$onIsInstance$2.class | Bin 0 -> 3578 bytes ...dgesKt$onAssistantMessageWithMedia$1.class | Bin 0 -> 3552 bytes ...dgesKt$onAssistantMessageWithMedia$2.class | Bin 0 -> 3940 bytes ...dgesKt$onAssistantMessageWithMedia$3.class | Bin 0 -> 3542 bytes ...Kt$onFailure$$inlined$onIsInstance$1.class | Bin 0 -> 3469 bytes ...Kt$onFailure$$inlined$onIsInstance$2.class | Bin 0 -> 3673 bytes .../AIAgentEdgesKt$onFailure$1.class | Bin 0 -> 3889 bytes .../AIAgentEdgesKt$onFailure$2.class | Bin 0 -> 4377 bytes .../AIAgentEdgesKt$onIsInstance$1.class | Bin 0 -> 3279 bytes .../AIAgentEdgesKt$onIsInstance$2.class | Bin 0 -> 3208 bytes ...tantMessages$$inlined$onIsInstance$1.class | Bin 0 -> 3482 bytes ...tantMessages$$inlined$onIsInstance$2.class | Bin 0 -> 3572 bytes ...dgesKt$onMultipleAssistantMessages$1.class | Bin 0 -> 5181 bytes ...dgesKt$onMultipleAssistantMessages$2.class | Bin 0 -> 3865 bytes ...dgesKt$onMultipleAssistantMessages$3.class | Bin 0 -> 3696 bytes ...dgesKt$onMultipleAssistantMessages$4.class | Bin 0 -> 4041 bytes ...dgesKt$onMultipleAssistantMessages$5.class | Bin 0 -> 3470 bytes ...pleToolCalls$$inlined$onIsInstance$1.class | Bin 0 -> 3458 bytes ...pleToolCalls$$inlined$onIsInstance$2.class | Bin 0 -> 3548 bytes ...AIAgentEdgesKt$onMultipleToolCalls$1.class | Bin 0 -> 5160 bytes ...AIAgentEdgesKt$onMultipleToolCalls$2.class | Bin 0 -> 3829 bytes ...AIAgentEdgesKt$onMultipleToolCalls$3.class | Bin 0 -> 3707 bytes ...AIAgentEdgesKt$onMultipleToolCalls$4.class | Bin 0 -> 4050 bytes ...eToolResults$$inlined$onIsInstance$1.class | Bin 0 -> 3384 bytes ...eToolResults$$inlined$onIsInstance$2.class | Bin 0 -> 3474 bytes ...AgentEdgesKt$onMultipleToolResults$1.class | Bin 0 -> 5111 bytes ...AgentEdgesKt$onMultipleToolResults$2.class | Bin 0 -> 3763 bytes ...AgentEdgesKt$onMultipleToolResults$3.class | Bin 0 -> 3614 bytes ...AgentEdgesKt$onMultipleToolResults$4.class | Bin 0 -> 3959 bytes ...onSuccessful$$inlined$onIsInstance$1.class | Bin 0 -> 3478 bytes ...onSuccessful$$inlined$onIsInstance$2.class | Bin 0 -> 3682 bytes .../AIAgentEdgesKt$onSuccessful$1.class | Bin 0 -> 3907 bytes .../AIAgentEdgesKt$onSuccessful$2.class | Bin 0 -> 4393 bytes ...t$onToolCall$$inlined$onIsInstance$1.class | Bin 0 -> 3377 bytes ...t$onToolCall$$inlined$onIsInstance$2.class | Bin 0 -> 3527 bytes ...t$onToolCall$$inlined$onIsInstance$3.class | Bin 0 -> 3409 bytes ...t$onToolCall$$inlined$onIsInstance$4.class | Bin 0 -> 3559 bytes ...t$onToolCall$$inlined$onIsInstance$5.class | Bin 0 -> 3377 bytes ...t$onToolCall$$inlined$onIsInstance$6.class | Bin 0 -> 3527 bytes .../AIAgentEdgesKt$onToolCall$1.class | Bin 0 -> 3905 bytes .../AIAgentEdgesKt$onToolCall$2.class | Bin 0 -> 3833 bytes .../AIAgentEdgesKt$onToolCall$3.class | Bin 0 -> 4571 bytes .../AIAgentEdgesKt$onToolCall$4.class | Bin 0 -> 3791 bytes ...oolNotCalled$$inlined$onIsInstance$1.class | Bin 0 -> 3392 bytes ...oolNotCalled$$inlined$onIsInstance$2.class | Bin 0 -> 3542 bytes .../AIAgentEdgesKt$onToolNotCalled$1.class | Bin 0 -> 3834 bytes ...onToolResult$$inlined$onIsInstance$1.class | Bin 0 -> 3425 bytes ...onToolResult$$inlined$onIsInstance$2.class | Bin 0 -> 3605 bytes .../AIAgentEdgesKt$onToolResult$1.class | Bin 0 -> 5076 bytes .../core/dsl/extension/AIAgentEdgesKt.class | Bin 0 -> 21624 bytes .../dsl/extension/AIAgentLLMActionsKt.class | Bin 0 -> 11889 bytes .../AIAgentNodesKt$nodeDoNothing$1.class | Bin 0 -> 3020 bytes ...ntNodesKt$nodeExecuteMultipleTools$1.class | Bin 0 -> 6469 bytes ...ecuteMultipleToolsAndSendResults$1$1.class | Bin 0 -> 6778 bytes ...ExecuteMultipleToolsAndSendResults$1.class | Bin 0 -> 7310 bytes ...tNodesKt$nodeExecuteSingleTool$1$1$1.class | Bin 0 -> 2605 bytes ...tNodesKt$nodeExecuteSingleTool$1$1$2.class | Bin 0 -> 2758 bytes ...entNodesKt$nodeExecuteSingleTool$1$1.class | Bin 0 -> 8057 bytes ...AgentNodesKt$nodeExecuteSingleTool$1.class | Bin 0 -> 4552 bytes .../AIAgentNodesKt$nodeExecuteTool$1.class | Bin 0 -> 3878 bytes ...ntNodesKt$nodeLLMCompressHistory$1$1.class | Bin 0 -> 4306 bytes ...gentNodesKt$nodeLLMCompressHistory$1.class | Bin 0 -> 4212 bytes ...gentNodesKt$nodeLLMModerateMessage$1.class | Bin 0 -> 6152 bytes .../AIAgentNodesKt$nodeLLMRequest$1$1.class | Bin 0 -> 4682 bytes .../AIAgentNodesKt$nodeLLMRequest$1.class | Bin 0 -> 3909 bytes ...ntNodesKt$nodeLLMRequestMultiple$1$1.class | Bin 0 -> 4569 bytes ...gentNodesKt$nodeLLMRequestMultiple$1.class | Bin 0 -> 3939 bytes ...tNodesKt$nodeLLMRequestStreaming$1$1.class | Bin 0 -> 5307 bytes ...entNodesKt$nodeLLMRequestStreaming$1.class | Bin 0 -> 4675 bytes ...entNodesKt$nodeLLMRequestStreaming$2.class | Bin 0 -> 3293 bytes ...desKt$nodeLLMRequestStructured$1$1$1.class | Bin 0 -> 1688 bytes ...NodesKt$nodeLLMRequestStructured$1$1.class | Bin 0 -> 4566 bytes ...ntNodesKt$nodeLLMRequestStructured$1.class | Bin 0 -> 4576 bytes ...t$nodeLLMSendMessageForceOneTool$1$1.class | Bin 0 -> 4779 bytes ...sKt$nodeLLMSendMessageForceOneTool$1.class | Bin 0 -> 4200 bytes ...deLLMSendMessageOnlyCallingTools$1$1.class | Bin 0 -> 4583 bytes ...nodeLLMSendMessageOnlyCallingTools$1.class | Bin 0 -> 3960 bytes ...t$nodeLLMSendMultipleToolResults$1$1.class | Bin 0 -> 6698 bytes ...sKt$nodeLLMSendMultipleToolResults$1.class | Bin 0 -> 4145 bytes ...entNodesKt$nodeLLMSendToolResult$1$1.class | Bin 0 -> 5244 bytes ...AgentNodesKt$nodeLLMSendToolResult$1.class | Bin 0 -> 4082 bytes ...IAgentNodesKt$nodeUpdatePrompt$1$1$1.class | Bin 0 -> 1761 bytes .../AIAgentNodesKt$nodeUpdatePrompt$1$1.class | Bin 0 -> 3604 bytes .../AIAgentNodesKt$nodeUpdatePrompt$1.class | Bin 0 -> 3951 bytes .../core/dsl/extension/AIAgentNodesKt.class | Bin 0 -> 27922 bytes ...mpressionStrategy$Chunked$compress$1.class | Bin 0 -> 2242 bytes .../HistoryCompressionStrategy$Chunked.class | Bin 0 -> 8308 bytes ...trategy$FromLastNMessages$compress$1.class | Bin 0 -> 2275 bytes ...ompressionStrategy$FromLastNMessages.class | Bin 0 -> 5023 bytes ...ionStrategy$FromTimestamp$compress$1.class | Bin 0 -> 2239 bytes ...oryCompressionStrategy$FromTimestamp.class | Bin 0 -> 5468 bytes ...sionStrategy$WholeHistory$compress$1.class | Bin 0 -> 2230 bytes ...toryCompressionStrategy$WholeHistory.class | Bin 0 -> 3432 bytes ...ionStrategy$compressPromptIntoTLDR$1.class | Bin 0 -> 1954 bytes .../HistoryCompressionStrategy.class | Bin 0 -> 9632 bytes .../core/dsl/extension/ModeratedMessage.class | Bin 0 -> 3294 bytes .../UnexpectedAIAgentMessageException.class | Bin 0 -> 720 bytes ...xpectedDoubleInitializationException.class | Bin 0 -> 764 bytes .../core/environment/AIAgentEnvironment.class | Bin 0 -> 1560 bytes .../AIAgentEnvironmentKt$executeTool$1.class | Bin 0 -> 1777 bytes .../environment/AIAgentEnvironmentKt.class | Bin 0 -> 2623 bytes .../environment/AIAgentEnvironmentUtils.class | Bin 0 -> 5079 bytes .../core/environment/ReceivedToolResult.class | Bin 0 -> 5367 bytes .../environment/ReceivedToolResultKt.class | Bin 0 -> 3570 bytes .../environment/SafeTool$Result$Failure.class | Bin 0 -> 3181 bytes .../environment/SafeTool$Result$Success.class | Bin 0 -> 3766 bytes .../core/environment/SafeTool$Result.class | Bin 0 -> 2652 bytes .../core/environment/SafeTool$execute$1.class | Bin 0 -> 1781 bytes .../environment/SafeTool$executeRaw$1.class | Bin 0 -> 1793 bytes .../SafeTool$executeUnsafe$1.class | Bin 0 -> 1805 bytes .../agents/core/environment/SafeTool.class | Bin 0 -> 8621 bytes .../SafeToolFromCallable$Result$Failure.class | Bin 0 -> 3232 bytes .../SafeToolFromCallable$Result$Success.class | Bin 0 -> 3638 bytes .../SafeToolFromCallable$Result.class | Bin 0 -> 2462 bytes .../SafeToolFromCallable$execute$1.class | Bin 0 -> 1862 bytes .../SafeToolFromCallable$executeRaw$1.class | Bin 0 -> 1874 bytes .../environment/SafeToolFromCallable.class | Bin 0 -> 11551 bytes .../agents/core/environment/SafeToolKt.class | Bin 0 -> 2016 bytes .../core/environment/SafeTool_jvmKt.class | Bin 0 -> 2101 bytes .../core/environment/TerminationTool.class | Bin 0 -> 905 bytes .../core/exception/AgentEngineException.class | Bin 0 -> 1519 bytes .../exception/AgentNotFoundException.class | Bin 0 -> 1012 bytes .../exception/AgentRuntimeException.class | Bin 0 -> 1230 bytes .../exception/MalformedMessageException.class | Bin 0 -> 1018 bytes .../ToolNotRegisteredException.class | Bin 0 -> 1375 bytes .../UnexpectedMessageTypeException.class | Bin 0 -> 1028 bytes .../exception/UnexpectedServerException.class | Bin 0 -> 1018 bytes .../agents/core/feature/AIAgentFeature.class | Bin 0 -> 2226 bytes .../feature/AIAgentPipeline$Companion.class | Bin 0 -> 925 bytes ...eline$closeFeaturesStreamProviders$1.class | Bin 0 -> 1810 bytes ...ine$interceptAfterLLMCall$1$handle$1.class | Bin 0 -> 1769 bytes ...gentPipeline$interceptAfterLLMCall$1.class | Bin 0 -> 3871 bytes ...peline$interceptAfterNode$1$handle$1.class | Bin 0 -> 1749 bytes ...AIAgentPipeline$interceptAfterNode$1.class | Bin 0 -> 3868 bytes ...nterceptAgentBeforeClosed$1$handle$1.class | Bin 0 -> 1813 bytes ...ipeline$interceptAgentBeforeClosed$1.class | Bin 0 -> 3930 bytes ...ne$interceptAgentFinished$1$handle$1.class | Bin 0 -> 1778 bytes ...entPipeline$interceptAgentFinished$1.class | Bin 0 -> 3877 bytes ...ne$interceptAgentRunError$1$handle$1.class | Bin 0 -> 1778 bytes ...entPipeline$interceptAgentRunError$1.class | Bin 0 -> 3877 bytes ...peline$interceptBeforeAgentStarted$1.class | Bin 0 -> 2189 bytes ...ne$interceptBeforeLLMCall$1$handle$1.class | Bin 0 -> 1778 bytes ...entPipeline$interceptBeforeLLMCall$1.class | Bin 0 -> 3886 bytes ...eline$interceptBeforeNode$1$handle$1.class | Bin 0 -> 1758 bytes ...IAgentPipeline$interceptBeforeNode$1.class | Bin 0 -> 3883 bytes ...Pipeline$interceptStrategyFinished$2.class | Bin 0 -> 2204 bytes ...tPipeline$interceptStrategyStarted$2.class | Bin 0 -> 2194 bytes ...ipeline$interceptToolCall$1$handle$1.class | Bin 0 -> 1733 bytes .../AIAgentPipeline$interceptToolCall$1.class | Bin 0 -> 3811 bytes ...$interceptToolCallFailure$1$handle$1.class | Bin 0 -> 1796 bytes ...tPipeline$interceptToolCallFailure$1.class | Bin 0 -> 3916 bytes ...e$interceptToolCallResult$1$handle$1.class | Bin 0 -> 1787 bytes ...ntPipeline$interceptToolCallResult$1.class | Bin 0 -> 3901 bytes ...erceptToolValidationError$1$handle$1.class | Bin 0 -> 1832 bytes ...eline$interceptToolValidationError$1.class | Bin 0 -> 3976 bytes .../AIAgentPipeline$onAfterLLMCall$1.class | Bin 0 -> 1914 bytes .../AIAgentPipeline$onAfterNode$1.class | Bin 0 -> 1944 bytes ...IAgentPipeline$onAgentBeforeClosed$1.class | Bin 0 -> 1805 bytes .../AIAgentPipeline$onAgentFinished$1.class | Bin 0 -> 1850 bytes .../AIAgentPipeline$onAgentRunError$1.class | Bin 0 -> 1830 bytes ...AgentPipeline$onBeforeAgentStarted$1.class | Bin 0 -> 2042 bytes .../AIAgentPipeline$onBeforeLLMCall$1.class | Bin 0 -> 1863 bytes .../AIAgentPipeline$onBeforeNode$1.class | Bin 0 -> 1906 bytes ...AIAgentPipeline$onStrategyFinished$1.class | Bin 0 -> 2018 bytes .../AIAgentPipeline$onStrategyStarted$1.class | Bin 0 -> 1913 bytes .../AIAgentPipeline$onToolCall$1.class | Bin 0 -> 1858 bytes .../AIAgentPipeline$onToolCallFailure$1.class | Bin 0 -> 1908 bytes .../AIAgentPipeline$onToolCallResult$1.class | Bin 0 -> 1921 bytes ...gentPipeline$onToolValidationError$1.class | Bin 0 -> 1921 bytes ...gentPipeline$prepareFeatures$2$1$1$1.class | Bin 0 -> 5009 bytes .../AIAgentPipeline$prepareFeatures$2.class | Bin 0 -> 6248 bytes .../agents/core/feature/AIAgentPipeline.class | Bin 0 -> 65088 bytes .../core/feature/InterceptContext.class | Bin 0 -> 3735 bytes .../agents/core/feature/JsonConfigKt.class | Bin 0 -> 7837 bytes .../PromptExecutorProxy$Companion.class | Bin 0 -> 941 bytes .../PromptExecutorProxy$execute$1.class | Bin 0 -> 1954 bytes ...ecutorProxy$executeMultipleChoices$1.class | Bin 0 -> 1856 bytes ...omptExecutorProxy$executeStreaming$1.class | Bin 0 -> 1815 bytes .../PromptExecutorProxy$moderate$1.class | Bin 0 -> 1889 bytes .../core/feature/PromptExecutorProxy.class | Bin 0 -> 14673 bytes ...xecutorWithChoiceSelection$execute$1.class | Bin 0 -> 1962 bytes .../PromptExecutorWithChoiceSelection.class | Bin 0 -> 5137 bytes .../ChoiceSelectionStrategy$Default.class | Bin 0 -> 1992 bytes .../choice/ChoiceSelectionStrategy.class | Bin 0 -> 1445 bytes ...odeLLMSendResultsMultipleChoices$1$1.class | Bin 0 -> 6716 bytes ...$nodeLLMSendResultsMultipleChoices$1.class | Bin 0 -> 4219 bytes .../NodesKt$nodeSelectLLMChoice$1$1.class | Bin 0 -> 6539 bytes .../NodesKt$nodeSelectLLMChoice$1.class | Bin 0 -> 4429 bytes .../agents/core/feature/choice/NodesKt.class | Bin 0 -> 5550 bytes .../feature/handler/AfterLLMCallContext.class | Bin 0 -> 6714 bytes .../feature/handler/AfterLLMCallHandler.class | Bin 0 -> 1017 bytes .../feature/handler/AfterNodeHandler.class | Bin 0 -> 1024 bytes .../handler/AgentBeforeCloseContext.class | Bin 0 -> 2560 bytes .../handler/AgentBeforeCloseHandler.class | Bin 0 -> 1032 bytes .../feature/handler/AgentContextHandler.class | Bin 0 -> 941 bytes .../feature/handler/AgentCreateContext.class | Bin 0 -> 3229 bytes .../handler/AgentEnvironmentTransformer.class | Bin 0 -> 1292 bytes .../handler/AgentEventHandlerContext.class | Bin 0 -> 564 bytes .../handler/AgentFinishedContext.class | Bin 0 -> 4203 bytes .../handler/AgentFinishedHandler.class | Bin 0 -> 1012 bytes ...entHandler$agentBeforeCloseHandler$1.class | Bin 0 -> 1224 bytes .../AgentHandler$agentFinishedHandler$1.class | Bin 0 -> 1209 bytes .../AgentHandler$agentRunErrorHandler$1.class | Bin 0 -> 1209 bytes ...tHandler$beforeAgentStartedHandler$1.class | Bin 0 -> 1452 bytes .../core/feature/handler/AgentHandler.class | Bin 0 -> 8641 bytes .../handler/AgentRunErrorContext.class | Bin 0 -> 3712 bytes .../handler/AgentRunErrorHandler.class | Bin 0 -> 1017 bytes .../feature/handler/AgentStartContext.class | Bin 0 -> 6284 bytes .../AgentTransformEnvironmentContext.class | Bin 0 -> 2458 bytes .../handler/BeforeAgentStartedHandler.class | Bin 0 -> 1118 bytes .../handler/BeforeLLMCallContext.class | Bin 0 -> 4983 bytes .../handler/BeforeLLMCallHandler.class | Bin 0 -> 1022 bytes .../feature/handler/BeforeNodeHandler.class | Bin 0 -> 1029 bytes .../feature/handler/EventHandlerContext.class | Bin 0 -> 430 bytes ...cuteLLMHandler$afterLLMCallHandler$1.class | Bin 0 -> 1195 bytes ...uteLLMHandler$beforeLLMCallHandler$1.class | Bin 0 -> 1200 bytes .../feature/handler/ExecuteLLMHandler.class | Bin 0 -> 2362 bytes ...xecuteNodeHandler$afterNodeHandler$1.class | Bin 0 -> 1198 bytes ...ecuteNodeHandler$beforeNodeHandler$1.class | Bin 0 -> 1203 bytes .../feature/handler/ExecuteNodeHandler.class | Bin 0 -> 2315 bytes ...ToolHandler$toolCallFailureHandler$1.class | Bin 0 -> 1214 bytes ...ExecuteToolHandler$toolCallHandler$1.class | Bin 0 -> 1179 bytes ...eToolHandler$toolCallResultHandler$1.class | Bin 0 -> 1209 bytes ...Handler$toolValidationErrorHandler$1.class | Bin 0 -> 1234 bytes .../feature/handler/ExecuteToolHandler.class | Bin 0 -> 3960 bytes .../handler/LLMEventHandlerContext.class | Bin 0 -> 565 bytes .../handler/NodeAfterExecuteContext.class | Bin 0 -> 6351 bytes .../handler/NodeBeforeExecuteContext.class | Bin 0 -> 5328 bytes .../handler/NodeEventHandlerContext.class | Bin 0 -> 568 bytes .../handler/StrategyEventHandlerContext.class | Bin 0 -> 573 bytes .../handler/StrategyFinishContext.class | Bin 0 -> 2849 bytes .../handler/StrategyFinishedHandler.class | Bin 0 -> 1129 bytes ...egyHandler$strategyFinishedHandler$1.class | Bin 0 -> 1465 bytes ...tegyHandler$strategyStartedHandler$1.class | Bin 0 -> 1458 bytes .../feature/handler/StrategyHandler.class | Bin 0 -> 5896 bytes .../handler/StrategyStartContext.class | Bin 0 -> 2259 bytes .../handler/StrategyStartedHandler.class | Bin 0 -> 1124 bytes .../feature/handler/ToolCallContext.class | Bin 0 -> 4866 bytes .../handler/ToolCallFailureContext.class | Bin 0 -> 5523 bytes .../handler/ToolCallFailureHandler.class | Bin 0 -> 1033 bytes .../feature/handler/ToolCallHandler.class | Bin 0 -> 998 bytes .../handler/ToolCallResultContext.class | Bin 0 -> 5621 bytes .../handler/ToolCallResultHandler.class | Bin 0 -> 1028 bytes .../handler/ToolEventHandlerContext.class | Bin 0 -> 568 bytes .../handler/ToolValidationErrorContext.class | Bin 0 -> 5428 bytes .../handler/ToolValidationErrorHandler.class | Bin 0 -> 1053 bytes .../AIAgentBeforeCloseEvent$$serializer.class | Bin 0 -> 6178 bytes .../AIAgentBeforeCloseEvent$Companion.class | Bin 0 -> 1556 bytes .../model/AIAgentBeforeCloseEvent.class | Bin 0 -> 7858 bytes .../model/AIAgentError$$serializer.class | Bin 0 -> 5581 bytes .../model/AIAgentError$Companion.class | Bin 0 -> 1474 bytes .../core/feature/model/AIAgentError.class | Bin 0 -> 4770 bytes .../core/feature/model/AIAgentErrorKt.class | Bin 0 -> 1002 bytes .../AIAgentFinishedEvent$$serializer.class | Bin 0 -> 6580 bytes .../AIAgentFinishedEvent$Companion.class | Bin 0 -> 1535 bytes .../feature/model/AIAgentFinishedEvent.class | Bin 0 -> 9261 bytes ...entNodeExecutionEndEvent$$serializer.class | Bin 0 -> 6535 bytes ...AgentNodeExecutionEndEvent$Companion.class | Bin 0 -> 1591 bytes .../model/AIAgentNodeExecutionEndEvent.class | Bin 0 -> 9508 bytes ...tNodeExecutionStartEvent$$serializer.class | Bin 0 -> 6449 bytes ...entNodeExecutionStartEvent$Companion.class | Bin 0 -> 1605 bytes .../AIAgentNodeExecutionStartEvent.class | Bin 0 -> 9005 bytes .../AIAgentRunErrorEvent$$serializer.class | Bin 0 -> 6598 bytes .../AIAgentRunErrorEvent$Companion.class | Bin 0 -> 1535 bytes .../feature/model/AIAgentRunErrorEvent.class | Bin 0 -> 9607 bytes .../AIAgentStartedEvent$$serializer.class | Bin 0 -> 6345 bytes .../model/AIAgentStartedEvent$Companion.class | Bin 0 -> 1528 bytes .../feature/model/AIAgentStartedEvent.class | Bin 0 -> 8902 bytes ...entStrategyFinishedEvent$$serializer.class | Bin 0 -> 6665 bytes ...AgentStrategyFinishedEvent$Companion.class | Bin 0 -> 1591 bytes .../model/AIAgentStrategyFinishedEvent.class | Bin 0 -> 9364 bytes ...IAgentStrategyStartEvent$$serializer.class | Bin 0 -> 6302 bytes .../AIAgentStrategyStartEvent$Companion.class | Bin 0 -> 1570 bytes .../model/AIAgentStrategyStartEvent.class | Bin 0 -> 8425 bytes .../model/AfterLLMCallEvent$$serializer.class | Bin 0 -> 7177 bytes .../model/AfterLLMCallEvent$Companion.class | Bin 0 -> 1514 bytes .../feature/model/AfterLLMCallEvent.class | Bin 0 -> 12962 bytes .../BeforeLLMCallEvent$$serializer.class | Bin 0 -> 6654 bytes .../model/BeforeLLMCallEvent$Companion.class | Bin 0 -> 1521 bytes .../feature/model/BeforeLLMCallEvent.class | Bin 0 -> 10850 bytes .../model/DefinedFeatureEvent$Companion.class | Bin 0 -> 1574 bytes .../feature/model/DefinedFeatureEvent.class | Bin 0 -> 10507 bytes .../model/ToolCallEvent$$serializer.class | Bin 0 -> 6719 bytes .../model/ToolCallEvent$Companion.class | Bin 0 -> 1486 bytes .../core/feature/model/ToolCallEvent.class | Bin 0 -> 10426 bytes .../ToolCallFailureEvent$$serializer.class | Bin 0 -> 7141 bytes .../ToolCallFailureEvent$Companion.class | Bin 0 -> 1535 bytes .../feature/model/ToolCallFailureEvent.class | Bin 0 -> 11543 bytes .../ToolCallResultEvent$$serializer.class | Bin 0 -> 6994 bytes .../model/ToolCallResultEvent$Companion.class | Bin 0 -> 1528 bytes .../feature/model/ToolCallResultEvent.class | Bin 0 -> 11440 bytes ...ToolValidationErrorEvent$$serializer.class | Bin 0 -> 6931 bytes .../ToolValidationErrorEvent$Companion.class | Bin 0 -> 1563 bytes .../model/ToolValidationErrorEvent.class | Bin 0 -> 11082 bytes ...AIAgentFeatureClientConnectionConfig.class | Bin 0 -> 2238 bytes ...AIAgentFeatureServerConnectionConfig.class | Bin 0 -> 1381 bytes .../model/AgentServiceError$$serializer.class | Bin 0 -> 5529 bytes .../model/AgentServiceError$Companion.class | Bin 0 -> 1446 bytes .../AgentServiceError$WhenMappings.class | Bin 0 -> 970 bytes .../agents/core/model/AgentServiceError.class | Bin 0 -> 7507 bytes .../AgentServiceErrorType$Companion.class | Bin 0 -> 1532 bytes .../core/model/AgentServiceErrorType.class | Bin 0 -> 3603 bytes .../koog/agents/core/model/Precondition.class | Bin 0 -> 838 bytes .../core/model/Temperature$$serializer.class | Bin 0 -> 4011 bytes .../core/model/Temperature$Companion.class | Bin 0 -> 1795 bytes .../koog/agents/core/model/Temperature.class | Bin 0 -> 3431 bytes ...tEnvironmentInitializeMessageContent.class | Bin 0 -> 4009 bytes ...tEnvironmentToAgentInitializeMessage.class | Bin 0 -> 5875 bytes ...tEnvironmentToolResultToAgentContent.class | Bin 0 -> 5150 bytes ...rrorToEnvironmentMessage$$serializer.class | Bin 0 -> 5658 bytes ...tErrorToEnvironmentMessage$Companion.class | Bin 0 -> 1606 bytes .../AgentErrorToEnvironmentMessage.class | Bin 0 -> 5913 bytes .../AgentToEnvironmentMessage$Companion.class | Bin 0 -> 2311 bytes .../message/AgentToEnvironmentMessage.class | Bin 0 -> 1303 bytes ...CallToEnvironmentContent$$serializer.class | Bin 0 -> 6251 bytes ...olCallToEnvironmentContent$Companion.class | Bin 0 -> 1627 bytes .../AgentToolCallToEnvironmentContent.class | Bin 0 -> 7414 bytes ...olCallToEnvironmentMessage$Companion.class | Bin 0 -> 2094 bytes .../AgentToolCallToEnvironmentMessage.class | Bin 0 -> 1211 bytes ...allsToEnvironmentMessage$$serializer.class | Bin 0 -> 5684 bytes ...lCallsToEnvironmentMessage$Companion.class | Bin 0 -> 1634 bytes .../AgentToolCallsToEnvironmentMessage.class | Bin 0 -> 7710 bytes ...ntInitializeToAgentContent$Companion.class | Bin 0 -> 1655 bytes .../EnvironmentInitializeToAgentContent.class | Bin 0 -> 3553 bytes ...ntInitializeToAgentMessage$Companion.class | Bin 0 -> 1655 bytes .../EnvironmentInitializeToAgentMessage.class | Bin 0 -> 3609 bytes .../EnvironmentToAgentContent$Companion.class | Bin 0 -> 2378 bytes .../message/EnvironmentToAgentContent.class | Bin 0 -> 1553 bytes ...nmentToAgentErrorMessage$$serializer.class | Bin 0 -> 5658 bytes ...ronmentToAgentErrorMessage$Companion.class | Bin 0 -> 1606 bytes .../EnvironmentToAgentErrorMessage.class | Bin 0 -> 5899 bytes .../EnvironmentToAgentMessage$Companion.class | Bin 0 -> 3143 bytes .../message/EnvironmentToAgentMessage.class | Bin 0 -> 1523 bytes ...oAgentTerminationContent$$serializer.class | Bin 0 -> 5303 bytes ...tToAgentTerminationContent$Companion.class | Bin 0 -> 1648 bytes ...EnvironmentToAgentTerminationContent.class | Bin 0 -> 5907 bytes ...oAgentTerminationMessage$$serializer.class | Bin 0 -> 6336 bytes ...tToAgentTerminationMessage$Companion.class | Bin 0 -> 1648 bytes ...EnvironmentToAgentTerminationMessage.class | Bin 0 -> 7855 bytes ...ltMultipleToAgentMessage$$serializer.class | Bin 0 -> 5771 bytes ...sultMultipleToAgentMessage$Companion.class | Bin 0 -> 1697 bytes ...mentToolResultMultipleToAgentMessage.class | Bin 0 -> 7865 bytes ...sultSingleToAgentMessage$$serializer.class | Bin 0 -> 5853 bytes ...ResultSingleToAgentMessage$Companion.class | Bin 0 -> 1683 bytes ...onmentToolResultSingleToAgentMessage.class | Bin 0 -> 7419 bytes ...ntToolResultToAgentContent$Companion.class | Bin 0 -> 1655 bytes .../EnvironmentToolResultToAgentContent.class | Bin 0 -> 3744 bytes ...ntToolResultToAgentMessage$Companion.class | Bin 0 -> 2431 bytes .../EnvironmentToolResultToAgentMessage.class | Bin 0 -> 1515 bytes .../ai/koog/agents/core/prompt/Prompts.class | Bin 0 -> 7050 bytes .../agents/core/utils/ActiveProperty.class | Bin 0 -> 3059 bytes .../ai/koog/agents/core/utils/None.class | Bin 0 -> 1799 bytes .../ai/koog/agents/core/utils/Option.class | Bin 0 -> 3159 bytes .../core/utils/RWLock$withReadLock$1.class | Bin 0 -> 1877 bytes .../core/utils/RWLock$withWriteLock$1.class | Bin 0 -> 1830 bytes .../ai/koog/agents/core/utils/RWLock.class | Bin 0 -> 7021 bytes .../agents/core/utils/ResultUtilsKt.class | Bin 0 -> 1760 bytes .../ai/koog/agents/core/utils/Some.class | Bin 0 -> 2723 bytes .../springbot/tool/llm/ChatGPTLLMService.java | 53 +++++++++++++++--- .../finos/springbot/tool/llm/LLMService.java | 9 ++- .../springbot/tool/llm/LLMServiceTest.java | 20 +++++++ 552 files changed, 76 insertions(+), 11 deletions(-) create mode 100644 tools/llm-bot/META-INF/MANIFEST.MF create mode 100644 tools/llm-bot/META-INF/agents-core.kotlin_module create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$FeatureContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$close$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$executeTools$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$reportProblem$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$lambda$5$lambda$4$lambda$3$$inlined$sortedBy$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentBase.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt$AIAgent$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentMaxNumberOfIterationsReachedException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$WhenMappings.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$4.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$4.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$5.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$6.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentStuckInTheNodeException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTerminationByClientException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$argsSerializer$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$execute$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentToolKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AllowDirectToolCallsContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/DirectToolCallsEnablerImpl.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/ToolCalls.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfigBase.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy$All.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy$Missing.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber$JSON.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$copy$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$replace$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$fork$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$getHistory$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextBase.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextBaseKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$copy$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$readSession$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$withPrompt$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$writeSession$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AgentContextData.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/DetachedPromptExecutorAPI.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement$Key.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElementKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement$Key.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElementKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentEdge.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode$execute$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$ResolvedEdge.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$resolveEdge$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentState.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$copy$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$withStateLock$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$clear$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$copy$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$get$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$getValue$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$putAll$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$remove$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$set$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$toMap$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKey.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy$execute$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer$annotationImpl$ai_koog_agents_core_tools_annotations_LLMDescription$0.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$newPrompt$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$5.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$selectTools$2$invokeSuspend$$inlined$createJsonStructure$default$1$wm$JsonStructuredData$Companion$WhenMappings.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$selectTools$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPoint.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPointNode.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/SubgraphMetadata.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$ALL.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$AutoSelectForTask.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$NONE.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$Tools.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMReadSession.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$executeSingle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$requestLLMStructured$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLM$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMMultiple$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMOnlyCallingTools$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructured$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructuredOneShot$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMWithoutTools$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/annotation/InternalAgentsApi.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentBuilderDslMarker.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilder.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate$onCondition$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate$transformed$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilder.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt$forwardTo$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeDelegate.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1$nodeResults$1$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1$nodeResults$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$fold$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectBy$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByIndex$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByMax$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentStrategyBuilder.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentStrategyBuilderKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilder.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilderBase.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphDelegate.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/BaseBuilder.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/EdgeTransformationDslMarker.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelNodeExecutionResult.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelResult.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$4.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$5.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$4.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$4.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$4.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$5.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$6.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$3.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$4.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentLLMActionsKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeDoNothing$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleTools$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteTool$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMModerateMessage$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStructured$1$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStructured$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStructured$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendToolResult$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendToolResult$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$Chunked$compress$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$Chunked.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages$compress$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp$compress$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory$compress$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$compressPromptIntoTLDR$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy.class create mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/ModeratedMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/engine/UnexpectedAIAgentMessageException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/engine/UnexpectedDoubleInitializationException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironment.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironmentKt$executeTool$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironmentKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironmentUtils.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/ReceivedToolResult.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/ReceivedToolResultKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Failure.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Success.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$execute$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeRaw$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeUnsafe$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Failure.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Success.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$execute$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$executeRaw$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool_jvmKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/environment/TerminationTool.class create mode 100644 tools/llm-bot/ai/koog/agents/core/exception/AgentEngineException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/exception/AgentNotFoundException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/exception/AgentRuntimeException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/exception/MalformedMessageException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/exception/ToolNotRegisteredException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/exception/UnexpectedMessageTypeException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/exception/UnexpectedServerException.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentFeature.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$closeFeaturesStreamProviders$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentRunError$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentRunError$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeAgentStarted$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyFinished$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyStarted$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1$handle$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterLLMCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterNode$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentBeforeClosed$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentFinished$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentRunError$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeAgentStarted$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeLLMCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeNode$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onStrategyFinished$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onStrategyStarted$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCall$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallFailure$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallResult$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolValidationError$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$prepareFeatures$2$1$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$prepareFeatures$2.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/InterceptContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/JsonConfigKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$execute$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeMultipleChoices$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeStreaming$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$moderate$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection$execute$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy$Default.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeSelectLLMChoice$1$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeSelectLLMChoice$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AfterNodeHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentContextHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentCreateContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEnvironmentTransformer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEventHandlerContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentBeforeCloseHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentFinishedHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentRunErrorHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$beforeAgentStartedHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentStartContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentTransformEnvironmentContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeAgentStartedHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeNodeHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/EventHandlerContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler$afterLLMCallHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler$beforeLLMCallHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler$afterNodeHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler$beforeNodeHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallFailureHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallResultHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolValidationErrorHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/LLMEventHandlerContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/NodeAfterExecuteContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/NodeBeforeExecuteContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/NodeEventHandlerContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyEventHandlerContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishedHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyFinishedHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyStartedHandler$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyStartContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyStartedHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolEventHandlerContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorContext.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorHandler.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentErrorKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AfterLLMCallEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AfterLLMCallEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AfterLLMCallEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/DefinedFeatureEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/DefinedFeatureEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/remote/client/config/AIAgentFeatureClientConnectionConfig.class create mode 100644 tools/llm-bot/ai/koog/agents/core/feature/remote/server/config/AIAgentFeatureServerConnectionConfig.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$WhenMappings.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/Precondition.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/Temperature$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/Temperature$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/Temperature.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentInitializeMessageContent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToAgentInitializeMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToolResultToAgentContent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToEnvironmentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToEnvironmentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$$serializer.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentContent$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentContent.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage$Companion.class create mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage.class create mode 100644 tools/llm-bot/ai/koog/agents/core/prompt/Prompts.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/ActiveProperty.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/None.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/Option.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/RWLock$withReadLock$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/RWLock$withWriteLock$1.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/RWLock.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/ResultUtilsKt.class create mode 100644 tools/llm-bot/ai/koog/agents/core/utils/Some.class create mode 100644 tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java diff --git a/tools/llm-bot/META-INF/MANIFEST.MF b/tools/llm-bot/META-INF/MANIFEST.MF new file mode 100644 index 000000000..d4564a497 --- /dev/null +++ b/tools/llm-bot/META-INF/MANIFEST.MF @@ -0,0 +1,5 @@ +Manifest-Version: 1.0 +Implementation-Title: agents-core +Implementation-Version: 0.3.0 +Automatic-Module-Name: agents.core.jvm + diff --git a/tools/llm-bot/META-INF/agents-core.kotlin_module b/tools/llm-bot/META-INF/agents-core.kotlin_module new file mode 100644 index 0000000000000000000000000000000000000000..d791641059d5285316bff8303bfa0ba64dc0798a GIT binary patch literal 874 zcmah|-%o=u5U%=QY}{gS4=$Rhdviu!^dDe`hsiWLH2P)`4y;0J+OoL+-YXOq6PzSX z?nnFGci$a^kS#*UCY}vE)kp8?Fko zr#uxF*{^d5esCue=*rM5dh&M>1ZH~KQVX?^C=^oj*7d1CDJD2lsui5gZl5L75Z3Y6 zk41qH5A?XJaH4Yetz>xuvK7jZpVTqai-omwShgAZ(#^_1qVB*eR(<>2PqJ!)`zw}S ztdX}FYjep|MxU~7vcMNi3SJGMnX12vA<$qBF|Y+BW Rvs^j7x~C`O1bRfqj{CWy4Q# z<<^yn3)6Jzk22nQMO_*;_s%_M&YhWi=I5{PKL9+!2EzlP;+`?xSahX!Htv{IPS){$ zecxkiHPinnv@*H?#!x;Hry@>-?#8d%C$i%T2pGbLN-Ou6A=ub#mXJpnA%_A(&K)bu zu+_N0IeQE{8;zcEiPG`OX+Kul$yAFZekMPNLE>sgTbB+x&ZGw-?a6d+vl)T=^A^@R z|H$|KjAhuqST}~bKY|14#F21kCI1zXnmoP(IfV)&hnP>&Ku#9_DbF5;W@)N>m tX>YlOppLmZ=IdC%Wy-ix$0Dw_z$_|QYN22eSu9)REkcWH7S}Cq{073Z&@li2 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$FeatureContext.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$FeatureContext.class new file mode 100644 index 0000000000000000000000000000000000000000..20da2334dd9ef5e2f2c161e819a2a4d84c88cd44 GIT binary patch literal 3049 zcmb7G-BS}+6#w1L*Jcf{M5TaA{YVu8m_W532C;~uu>q|?YD;T-NtU=I*`<3ojJ|Z3 z{tbQUYoGeqcKYG?&|!S(Os7x%gE~ETKS&Hza3)+>p0Jw@8L!O(t zx^35Tyk=Og$W?5|@b|g7;+(`~77XsT9AnOM9F!}P&yT{$7Q z6XcW28x4lL`^R+M&tjO>AgP5?M~v26R>cqJLa>|i0{_np<$m3)UFkL~kSVLC*|aTM zBw4OqFa#9>=t@WQ{F*7uzK*3c%f1nX<Ol!-o8@ZCFbJ1}5 zIZxP;3Z-o`r=m3L`K_yiQ2(cSRqF|!cDh$rhPAY!M&v&qdGUQbsz&wLouVEeR`Q9ns;cN} zR>>!67tuA^vFWsaWVkmSO)Ixm@2llg(?dkpGkmm-%_s7`Bu!EK?hm}I&8H zEOVlfM%oqLSmBN-;Q*QGmbLq6cu8na+2xh`BHs+yQbo%$ocRV9!k`(imF<>OF&0dz zXDAT4vX624b=!7@>+ns#0|-pfEr@!>la_A>f<7Zi!EJm_Ynfu007;SyB4o}zwv zGXpgbX_cisFrGd|Y9`WeN@c$gJn;-~wUx<>oWfT)4#!h?+UMF;IDnHlPx7THBe+1+ zzKbV3)jdj}+A}~;ViaS9k$%pQpct)3PsP6e4$0?)z+!fM;y29t+SlkX0+#Z8?)B6* z$#0v?X_6b%zynE_NU1bH%cegdCw|7lj|6qb%Jxi8`Bb=uTXY^pMe-0%p^^M4g{JCp zt-_%75#ftu--MX5Pc)r61Ej$8wdnD!NDTfa-wx0d}U>Wv13>egu*U!@M$a!%2=xz*Y2!} zV=nw3s3HZ$f#S@MqIjcKfrw}OYkPt0DdWltC;_FL-crsyZ%wkhzO5w%dK{Vr{%@ zn>lS%8k`OXfi_MhM#jOeHPmL(X=|dvSsV&5rT_Iy6;lG`c70P|aWXZ5W>F4%>LlxZ zp`7eWCz*iwR$z8qfM(xO5tjk6wRmz(2A0+p6F+HDK$ueA$16JGGD^TiC;j|9Gd21l*KQCGvmyoup< zk>}R!;_RN_hTeQ06<;9Vpw;4E!x~=2(hN#qtykBIpIO7pxIT+%ye2S}cVeSB%+m}7 z=IR~GMk$X$ft8|&0++NI+P*r-n=Ej1Z4!6ulPZCF+a|r>RJoHxYLf=i80$vZPlGSB zIF=`|A^=za%gj1&Nvlet(kym0tfT77)gTh-L3zYQHQd5&uWgnejlg<+a;nb5rHVTv zkQVHND&7|O<{3~`1fuYQ`qc0u-kHT+yem+x=dTmETinY@2y+mhwDH_vmj**Wx+PDz z&qUt~Wr5Onqmd>)XAX4FNS7swSlYE+vcO*W@ykOSzl$E)E|<`O&61AV*FNOcvD2f8 zfY@Z8r}>mAeic-Kd3aEe&-+>8s`{8WC44|iSd3(FYF?pkm!~aqUy8ZL#$#M--1-?S zKk_KBN4k<<;RaskiAH0WURp(+zvj-bVgYa9Cat~8J@OLyvUj=BX#9j=ar4n*1eC5d ze#cwC;JqJspU1e8+dhr4jQ5$oz5dKE8rC3pjZ6G)VCr+#cTS>IG34d9|U=#-yl!U@AUve5t6J@Q{tZQdh zm17=&hk+_mP#h@EJPA($e4`b_v0Q9YwcFj()6?D4{Z0Sz*RQ_;xP$uwYclluaoqD{ zPibqsPMoMr_O^m8r>m)_s*_r^8^@8Ut(PGLy3IfzruKIGKn|rBN!{}v?jNX*^&h78 z$QaMd(4wde@`*OP@a9M^8*N;ZlkA~|Yl*&ui&V;JLt!BfVq5oB{lNEsgq^j-mDes+D1hsbM(#^yoHKcQY# zyn|0F_!yrGlxx{-1#acHcoN_ObN{yW$T%nrhVHEwSg^hmiUNhFqZvTN&g_IeEp3`8 zqN^2m$>!T}M@D-x30t> zB591`csaYRJ5g*x?S|KrxXY=v6Q@Z>-3wjF^JAxb69KWtmQV94?k}NC3Y>C$77i!m zv+k7<5O=v#K$Db68Oh*#xa^Q<|a6ilL(V z2!#M=0=$85dKDzEn8Ob55Xh^2Pam7EhpN@b_gKbAQU-SP~u<<1LXrXmIr0+)r@Or zR|U7c0WZKqKouz{4ix7cc_51JUE2s-g>s5&w!5dNx4XCJ>(-0EfByr(8om}-mY#EH zOxuxdr94zkZu(22uw8&WLG-A)NN;T??AP}N_rSh4ntD-X+Tt%)R{bFvdg4HhaL$46Tu|KB+Vp4hn5~KkZsXt zP!R-f6vC&TJzI=#qNNpIcJ}rqOXYh4nULxvFv6@FwAqiMw0OIvY~*uV6n*?mRY}_t zxF)?4-$p69jS}BRBA1T8OJI1_(_XkPurc2lczKmRHSE2a%EFGo4=>?pwdv}kD6BL$ zqmcRfAkV9}2WNM-nuRj?<&1{oS`$>}20N+bF^`2&q);UL`N1EY#|_-dA%oj|TXd-c zcL#^*ldHg3p=Ai$ia{AF43E7gYhJzT1dECP=7w&z5A@ZOIx5CZiLsVG1ntn#j zAaM138}>pdi;rU94j3a@R0XDGi$}@XS_=I55)iEPy`+xWSH9CBuhcV6Jh4tDRnydU z*9(m9PzQ6$#0J5((x>`))NntCPf(|UP)KSgu+lf3xN%QL=lP})m^=YV&)`aRx>Wf? zfz)^LP$J-e-@hQQ3vNwOM+GFie!?gpVBaQRWk1@Drcl=|L!eLY65!Buem)Wzd|sNxIKz zw?>@*8peu?&#_p%^(#t0(^g=M=xlNXhr;u3?ARqsWh~LFiSu_ciDj&iHM^`6PZ6JC zmmd_1zhG@@{n>M@k+dj^f8yicu<;WaBtfPV(vb;+eDm&x2>$RcYoVlmnyC(6?!7VuVVe#PQ#iy4cn79^hv@0@HCVHVdc bu4B%k0GI0b=`PZ73Y5-8d`5Yo;o{LhxN&5J literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$1.class new file mode 100644 index 0000000000000000000000000000000000000000..82652c82296ecb03038de2ef68a8f970c5a469e7 GIT binary patch literal 2044 zcmcgtO>-MX5Pc&l5|(9Rn~xBTO@c+Rm00UQ_>^rhiUSKW0qpW6r}27F#@?M#?T3ou zl;Tft;y*wYDJTvUXMPmL8%YKylCwEs*G~8J^z`)fyng!Y@8ACbu!)X9OKR`L+O8+N z%A|=G*jNp9Z`(JIAswy-=F2clYpE1!+s5*~tlbTODTIU6sls znM!UD-w0Gkxi(Ky8p0wVzNez8P=!eN8G%Z~d+?&1MFN-3xfoXifvZwCU16HT!ZclB zhI(^!m_T_$8=Y;VA-b?E9vdrLFzDS?c6gUgV9n{Orzu zWyW`zmDBq=aj&+VAFNfwOSn9R0$!&7O8&)bcmc0eQNp4?$sHuHnSaa^au%4b2bOSC z4tD}q@^TQE(WY-t)LxeKlsOW(wlWUS)p3(Ry<_99cdXLGSZb4a(ioc#@Sb>IWML=| zLq(h}KgrFe&XZo{SS4(*8s0$J6>vr10wbu9sPt=S;JUNkC_WefduhB^&O)jJZvf<+ z4zJ**z>*AHm!DTtfghg&nyrbC7TF^edZXU+2BdOICS;Wz)7P;z5vgW(*q(WKZcTWG z8s5UKD&EA~Z1eiChyu4J<}>K%Q+gZkCV{zAw49-tLezI`Qg8!lPn>kg;|!+;@Y(!q*u|IZ{4LpJ? z{P^mZGM14dpFiSO^Nmq)JCsSH*sm9NOc2^c8^_J}EgPu1XR|m^ceFe5@+j!R*nwCl zpi3;K`!1ji%)+6ca@NrZ`Mb@P0^Z|D{10@HFkYnXHfNiZ?lGnt*B@e`apPAk{miMr z4#z9QCA><_{Y{TTI_)Z6hyLYcPI;#i!S79qwx#Y=9>>5VvX8@X#9!w z-|)^)bQm7uGNJRohb-b<=Fgu6TAh5I@)Ld);s)2Kl<+CXDrasZn3K=3MEHJ;&!`nJ zh0iI!qE_MmGYJjVd!zuST^q<5JWH9dViyN;7IO*a@mzxE@jlc4;2w%TT0S;>%wW^U J7C!Xx(LcbCLZ$!! literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..19f529c103e0a2d04071abf3bfa3cdc239c60bff GIT binary patch literal 3922 zcmcguTUQ%Z7~LmaQqoWYQtU=FC3dx4-Y~@BH!4ufG8p z!d-z&nvqzx?R-MZOUrcOTk}@YmR~?V5(AQ0%g6Skg({S}7z9%atWdGZWdeQ0osv&1}yC~NoHf)%(E$&>_6x!hFF+cwb_JTAM1v*8q6KQM3DA`tl zzA7K5DsJWMit`GL^T~IUW4E*wEn#X_J~26eOX_M)pm#402T?C@%==;or-Nt|XdE;w z!+lran=W7bE3vA@C+WLnvx^m9Y5~mI8$7N#Sc}CDL?*ju1pa&uYX)-}t5|lExyiDt zo+NJf2)wX)JH&YtPtTXfG+4RX=q?#ftY6@yulbvRlVR*fxCsF?3pB)Zo)Lkx?{|BR zN*FDODCAawSXXBEAce6HFNM&6c7b~3gFwdDl1&~wCp7|1JoLIWR%A(Fe@wRv)B$zQ z1fsjyCeUnHEB3PVG(g}~*Y-2jy?sic&j)*xtc=L{a(-O8+Jfe4Je6WmAmqtc-?GaI zvknmVI55~qilE7&z@}Fuuun-~UxgE=k4HdO$9;Q}K!NVPL9>h=xNl=21Kh^z=Y0A82W?jvd=~Z18Rq6-vog_u=A}Kx9>#|mU#x(jlx+9#%2`l!N+ zho%q{dxGh{qM2oS)L3Ox;98f5_5ybUzrYK8_a7kdP>nW=|Ard;j9Z6qa$dohA|^)- z_M)XY3xaiPUuGhk8=gopd75j4R|pN`L(Dee8a@i+C|*(DUl#}z2ULlxqCAUBwUlCV z-Y@oBv(TT|6T5B_#C#YZU`pAxAaHi~y0!hXA<$ZLdqX`46jrGJ2&hh|4wTMiHK?Ow ztA-j;KLZP73yXD4<$o?e394zlaC=1D8W;30c@bs9Cmkr(l;I3dAK}JNF)J zfz+;=x>ZNF-^GI{vrK1=yrsDnxvx+0va1Bdrbf+ZB}1DxWlnWW5lWf9JgybJ-z{Uj zvQLx?^Rnd4gfo^UODR)x9LciTlD2fycBoWjcgbdyLRq_9(&eb3@D5LvdG{{J8N)HS z!LVi7)Jk=$M?ZtwK-z;)WV2=gk%+oCaqc!}0$Aj4-gY={VB_KE+$u-o{Gy)E)_BhY z9EkTmKwG@w^dlVniIW0%*vG32(1Dlvi%W5+0<1;~GEkX2j3b1qZWiJj9s_=_w)lZt zDzhdZ8lI@G4(9%5`mY$I%GHsw%9#pFrPp%_l! z5-!t>R`Be5yo`EAw?9E(wq{iCBTUk+`^2bH6RkMbzD`X$u2ztMb|^vu9wFnz=GpVG zFY+rzNF?6V`w-J>2>gt>hxm9aZe$%df*ZJ5Au57THsEF>!^GA2MiG6%!)=cDtU>Rk zr4J#uf;O*%HWO624Kx$`6c^$&R+K%s>4^D3E()s=JN(e zuQK_LIh=^j@!~{IUz_8bld6lU?sbPLamqm_^4w=>4s{tA8QjWX8D<6rSQ*$T@?!^| OqQv(O90#t0oBskJxODyi literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1.class new file mode 100644 index 0000000000000000000000000000000000000000..af05b9435e855e17e2e6358a8feca0642d72d2ee GIT binary patch literal 6548 zcmeHLX?qjb89i4v9(yb=IE2K|BuY_&EibZJ46#ibV+2v~LM^j}wsb6y&0uN9)r^dx zX+ufqmUK-w+H@~Tn{I@%lLmE9(tgWt=&wi{dhTekWRDT_N&2bwqq%qP^4@nj?{ep@ zcdxw;U>p7+FsK>f8OxduYty>v*x|U9(zE^WKy*Nk1!q%MT(|9U%SsGtiNtU^;TW?C zJ($vMcI{xd0wIKNXvT69hAAmnX~!^iJA8C588%EuPnlXG9824?x;Z(dB_}4ezWi#r zWGZdO9m6v1@XlOsLw|05zL?x#o^mX1&FTdbMF$RACQnXll3IVq&{1tp3zL^bc*wAw z{+9Uh%Hs>kK1 zK>MBOKtZLz{ka{>=s`i1KvlnC8qT8v&$rx$1TL$2W6^3w5)EgC?DM2T=}jkZ^m5AW zYuzXC&;J=a{o_${HtqC{kER{jQvXXey~y}pwl0yeJg|9=l(RaRLx;dlPt}z|=r#=C zM=ks{@S%>@b&eQzuuEW_C+!lJ`}}A?qujVsAlMQuqXlyBM>XzJu>z|ED&;1Tu=~rxMitFwJseJ==7jn5@&Yk z6Y1$;-O(mBN25=QDFHPX%Q|Nq4kRi7ahe^2KPp6!Ws&4B?#9DT84o*Mz1y8K9%lQU zw;c}!T9=}eaWG|=wh_0((L#5(qo74#^|bB`j*gA)9gmJg4#)P!_C!W@M0NwA2iKY{et;uwH=&vxnUxQY+{e*x}`mcj`C_7zI_St!yYJb9oIF z!aRNCF$}2q5VmvLO#yD0jxrBv6A4`b6?@l0Y8XhRwBs^ADA-Bp7A%)YFsi#*Y0xV4 zr7j;AxF=p1iWw*L(bNuoN@FqT(dWruMN8|GejLP; zwK#x7WX0sLA0I`V9QfEW1;H)sRFYtFW>N5Qfn8n(FNtR5qfD?{Ru>Zj&v~bs5^~;Y z?G9NlmsoNkby7tf^r8Daz`s3hBqsHgEwM7qNT=Dy&3JG!kC4||auMtn9^=hLuC8*G zJn!V!EJMc8QiUaMA?8tK^+lJucB>b6gtwkb>5~MTfukypV1`iACMTDPB7|5HW-Z2G zG4L#aJL_hjSSWjzsofMXEU)pbPY|u3?vx-p2&Hfi~I!-%B!ffh+HTU z`#huTG0dx&!*PKJilPTYz_gZ#IhvzK=HvRT3=IlCDG-jcC=NJQV7)AelluC=gg(Wr z5m=v1aq9!e4ChFoAZax|wMc6*nHi>Y$a-4EQ#i>LLANfj)3bVN&akbNTlC5*!9y*B zrIoROKf61r%?6D*#+M>H7lM+&%EGE~i|gE_D<^fEHMCno=f_rOw=dQ%LouUMGQX-) zDq^|v;!fRAU~|w2YQYYQ&~e+DH`q;{xNj=RZR5mVb^e7hFn3`QXk0LBwsu$WRpzm> z@k+thS+2!XIx!$HUL5IjcL0ytq_`?2-U{iZa7ijzATV|3Wcx#`Q_E1!U#P-+d6i&Y zE9=4 zsrniNs_$N({557yuBmRSZ1Q#ax$3N7)?v$hn-DnRT`-g$G9a(KWv%39VIf)uL(BO zNS_cBvEhL|MYj}nxBD?g4aEZa-cGeG&>dK~$f#xGRr&ggBsT;OFCUs96nsUW4EJ*hSctL-R+yZdV0In?#(?L*KO$C+_gpR?%B9$-G=s!eA&7ni7UGr zdSApLCmXkJUDxd%pYLsL->8NnL}N|Nm}X*gFF%!o{Olv|HWstiJ}qU)tHHQ@(2tqr z<1@p|AldhZA%4voNhc@tRBpr{HBCJ=n9yunXQk2*G2;o#W)i1A9kEyysaZSkG$g%M zUPc#a9!oP^CiQ)WZSdRy)3jJ!$Qy^i+T2`}pQ9GfqKm%2f_}sgNc2fw`+!EDypgeO zlwTIymLCeZ<_}!q!>_m=GUBuUNA`wM;qF}-YP*Q~Q2RwRg;sQ2#@(-SQs7T~hO!H= z8u#!GSm_d`|FU;4N&DPhGuDt)_7Igb40PPjBYX`!u7PXbzJiY4`p^Y*zrr^l<38mn za4BDFyMis8?#p1?Fx&b|7|b9t!fsPv zUGx{e_M)EA_!Mvc&tQvq7LSQ{a6tSEj`%lD@%=@%XT`hB4DaB)IE@U~zQOiQw$i94 zh>doZ=BMxs4S0rc+1?i1k7se3Qtjo~XW6S_Zw#Nq=gFZ%jD3OVQt>p+{Y5-SD4e44 zo+tAB6k`-$Vy~LQ&fv@JNvyq{15OZU@fGf6&H=M%0e>r8c&)t--$7|~Y3=sQ_|8ZN z0om6v5X z2`??C+gPC6h?l7rNw*O{FQWTm;{fUYf-}T5KPzPE)`i-L*miPy3BO!Sw5~w3jzqJ} z){*EVWKO|fNv4TCA6w9w;<@&3Y%B2sUe5_sfj2nf!vlDey7+&Jcuz9ktx^QuqP{h1 z{61Rgew&I99O9=nJcth-;>-MX5Pc)r5>^yq8wi--#EC_)l|*Zi@D<4p#&N=eLQ>e}ONzr-8sxQBGpgNL zkz@V<{{^Z@L2;ls^P?!<>zYVqvbXJTJ6$bOBNN$2kvR<2u+}U?2=v;%9wqj6=U9%V7fRjt9v&X6u5CR`?CBR< zoq@4opj`-)*g&h;J01_cKwA}Q8G1WLQ=3Q|80`;7VM~Ci{jXojm=P#;Y8wKJ)2XFb zO@T&UCU@0g(tn_=>`5z`hWJ*XGHFL+V5ta;fT%b!&r?8wB1Ftj3(VH+Q9yZ4J?W~E ztB3lbz|!-rjFWhzbkEhw`>w!c88jRijSP&210$0gljs7acAx{hC2()8lZ##JluA#w zxwU>E@cm0TYVW6bxArr5TU&Xa+c)yFdvUVp)#X!i&2td0=DTQB@eY>fP{2jnujQ9p z#S&I3n8js*nGB_y`C+Cq6*yDt8Um*>bXW2s3!Dw~*bLNO2D-r2wdo06pH>OfIwtCS z$I2c?GSIOnwKg_=C9(Ha5{8oRl0&-sUuMQSOInp86(^ys;u^}XZPz)i^q|}X`c*XG zIqgRAX*$psr{CYn@hRhGIK*)!k3t`)`{}>k0SG3T3TLfPia~e=kZYmAL3(y zGQo2t3*5>FdV0sHn743vFjurRL zxn122O&n;q#Ewjl+iTAxQCHmyT*#$~(}Ssi*dX|`EX92#lu3bC9G{1q81i}d;JEAV z@}__mDQ6~?!Kd{$b-O%mlDn3isb71BOZDqN4jVBsSTsrApT;;Es z^9xwOdsw5jbGb`iAYXPaZ`A8Qp}F|}(`RT>x+Lnqom5Cne6lUR*R(NtzfVc1k>5LnqNj^nG)I?}n2PFS6nvcZ z@hZ-x;=Iq6El`Y6irK=&RD3PQ>v$vPbiNrgK$|6PK1R{UmXAB`k57GU<1-&Se*u`kn*E;QbL-*f!kCh%1a;6#=bfmpZB8M zJA=eaC0=;pe*uXK!~^1)KML{foeKd+T#@c(W@l$-XTSM&fB)l`UjeM)vA_+f+H2N_eK@li`0^eHk9bL*Asf#EH!(R)OocK`D zuBOnY$O&9Yoz9mkK5U1b{ujy0YS(`%lOT4~kn08l(-v@(m}6geEh6-G1g=Tdu#IYD zjcV9NWp-m!oj|#zw2IdSwinyEeQlnC#K~qfm-Yp|d5J`=z4UC&y^I9S^}Nij+xgXH ztYa=)McD#r+q;mzuvx=Au1&H-Z!vx`|ByAz!KtEzw*@A$jxFVHGpbKu%ISn`l5hDd zFrT-dz*(h-Vc*})8Z2;qah$VD<1PWG9Y#I($d3;qskCvW)?u998{+Tu(u)hBwfx;vQN86(>8dz-oSP#|bSk^P+$gPeWlawD-P1$okeO3KYId zp8}#exvP3w#!2LpR-0j$YL+)%2KzEnwpDvp2weU=;R87EJv~%L(Y5h+TiNq}&pwus z9Qb@Y{}ER6wDzOTKpNxo#hKpHogg$y+lTBh?D7rT4U?$jZ!5dyrBTxTu?=yDO)v2% z<@B#m0%wrvNvqGnGKTt`y=J7w$BZc8J|#Jm+Tew{O5Z0Otx;QOrs_AJW1)WQCtUx5 zLjjL+KAXY~EONx4QA%qqq0XgQ@;5Pqo4Cbjn{tb~Ks{$uF4yZn;_mFb&z|Ehtp!p4 z4e$SqweJ~_ZE_(C{%eytth0WBPZ?3BzD@lZ{|dW^28|NhlvR%GF2F@Rq@1uk8r4(8 zBYFy`VTbx_T2-c;GIX4Mf})34JWP9pYUT+_9%f&B=RKUqtMnO^4bB)$W(HnMeHRQ~ iH@IkE4O}v$?`4B4_>c$QNb`Qg1Wbla4-c^AVf#;F$Q6|U literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$3.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$3.class new file mode 100644 index 0000000000000000000000000000000000000000..3e7745117337bdb075c09f5384b55548f5637a5e GIT binary patch literal 13245 zcmeHNd3;>eb^gwbq$iEW*5Y++0|En*`^(Z<%?ro+R7N zufP6LTl3z1_nv#Ud+s^sF0Xy`+_wN+D0d1LMdP7?RH{D|?bnmpOemI0>t;FB5@}I& zwdq{4c7+BJ9B3a%WfSqFf=cDG@uZ#!?cOsOiYK#rIvGubI&+yJJ=xnH9qj3iHrdb$ zq%W6@W#g%2CbZrvEpN8k_d3zF+L$|IsUba&!a=Y#l_cd{RAFmg+SQTE4&|~<7d5r- zj_!$u647LTsH11M9#eIK`cvUpLy_Q2tH%UfYbX(vG{=+i>_vjzi`%DEpp&!CY&xFo zch*?E+Pa!R(559<2)=d_#G1PzNu>{0y;#&OkSRzuFP&O6(>ADR#a>BvS3FbOAXqqc z$0k3@;V**+)7Vj=iS!Dp9b;(m>PH1C6&CI<3lm#3W^l_f+bTkZ%HjEt4-@MJ-$azE9PRU!J&k%%u-M@6>Y(^cydo_K)0rh z;Jn2S=`DeljIR=S+m({}Y&4$B1|4=zRib+b3@|l3+f^2;ZYB-dK9Tgv3hWN2=yq`g5MY~HDUF= zBvO*rGr0r{3u+Bhxh|gF)t-tC?944+*{k)t;#SGuHO!=l|rf*utxuKio zWn+932W|W;r%&Qk%fw@uP$Xa6nALExV0OQrZSC0Fv8^kzxov0Xw$3eWo7c6i6Ubj2P`e;0nOY4GJ zZUamc+=zA`F2g3l%87jm9dSIn&-Tfk*=SbZ6irewX$>8M=wz+LD1)-DYGnFQf8oFqzi_Q6Vg%8_srQqy|kyxXvp_@Yz zjm7j#rj|ptB|fAx`slSof~}JYZ1rz)pUZuEG|K_8b!lUzOWJ{}eAtew$55psqO$w< zDXLeVK2^hpLnjV}iJGK$;u=LdDp>BO7d^Qro=znP+27{7tx%Y&R4vs101`_7^gPqqr$r?`oCSUHe!*(?a?`CjqA>%?9u%|B+Gs}MOkqgj zyp|4vIJ;7*#8$mO&Y87O5S##MmQb0H6PAcF$SOoR1_?Jt#`n>1ouJerN@rYc`!yzQ ziBLOvAl7}j-iN)ofz5@~DZ)%H+LPdv{e)nKQE&8VNvEUxR7VXrGrZ;fZ9-|$$m?2D z`LgnWpA^iA<*Pd5*XteWb*7V71K|j4Hp!;Q5_;87;nP0cf?FAo7e`Ew@mU}C<2D*> zft>;|4WFZ^am6;>6@B{{Q4QRzr?_|GH_CAn?y|)-#IoBpd_kb?ie@$&k&3=*yC3)9 z-g4ZH`^ZX?)qZ>tYgNT>GD)0#95j5H0iOC_r)Og6_>jR_{ggvqfF{3R#n*iJ3Vw^8 zGuq4K$TfVB%LnmLIqty2wA_Mz%#nI@0&g<81fDF%p*F`+}i@-?N0AysxWIu(`G(P(HRe z%-u?CP18Q;!vPF)nPS`1$&l7CVye0|!R$#ek7An>a&L$U9#hakJ!G^|z~^v83HS$s z6*diH_{S{u=)_ctW_vLX5*?YU(eN#i8f&%|oQJFI04qs%qEY*YH}LKiEXDb z5K{z+JOx)>(Cyo*a5(gdbZm~~s1L{RhqS?owd@`|HM~IALu=j~9aK@7gIRFLma+Kp z5?=PX;JB+=Byth5o&pf|2 z#sqW;ts|Za^>gKv>j|YYy9|(u}M5+?hC1PXkSzw z&XtPZq7rkie$!c zhyD#8s>RE{3u-J6kkPYd!ooCrON#p%k-p8k-m4UF`$x0|CvIwPoMKK(m;a5QtDyOdsnTGV0aQzvkLZONYz>>U#&sR{&jg9n z6l;ogq{)W0^i&^;T9cov{xrv?GrR-?G+e9jifjzYfHFlJD&j#|V!~7|MQlGtP?`l5cmua+nna;&w zA@Xg_C6f$ln{w2K+J9L$nd0qWRY-;%6ECwb84DSBsL)EOqNz%?ALke@MrQi4&@9d7 za>vf4UAt?d_KMBKd%aU_C#b~Hd1~S3$^3E&$bv%H=cKoUS8^{p8M(L9H_MrFmJ+Ro zVbvOiZ9J*arpvgF?~oa{WYoM+SA@ka5JJ_l1d0FX`dRfIqVvIqxCY!2Rq$myQi)wm|h)}c0jH!!i)OK=BUhSoF zKKFkzj*U|8khS>@ugrM;hP?(t`$8;#I4@J{@Z(Cu@j~5?b3%fQ%;A4U`XhV78+-In96|JzWWT*3LK*ZV^Gy^J~EDJRo*Ux1>w9DS@u?<1Eyu z(#Hj!AsW!alMqXR(s|7_5>m#g8ez;ft2UkF@HR(+%8|^W<~{@wj!L9gjL1UoGFb!lLS{MvRx^eXM^tU z&-7!~)EefTXyv`8exvn67ii7q)$p>zb z8+k-v3pnP8t}~TO$8_UBw{34$=Lu&j*(7pp=cbk|jw4;)M&qW2FW6aQm)860Y8q=S z-SX7eH}Se)jBjPP5v;zrwe?!KiI)BuQVejb>BU8SiJXGY)r)TDiZhE+wRxr(6+D z$CdBzQV)g_`iI!SCdMN3yP}ws#eB~R)*Zz3VEsW<2bUhi>|k-A=nw+Wuu0?=K3AGxn1}iNVh1cxHhi5>@cuwO`A>-& zBH16ZYZZSR`MZ<9mkDz&f7!YbY(9c5-BKin(7EXdwsjxE$2Jqw^bvgAeD$c8`i-J@ z7`wwosyvKjxWp`^!vSvzN9n`(J;4zi=r+HfRWDPF>O(j*io*em_p}LcG(00bGdwFiJ3J>m zHyjAhJAz}~fq8*IU~XVeV0K_uU}j*(Av_;0H8J%JK+Y=}r#rwfg{7W!U zd=MW5iwt&rTag@L!X`=c$lgN6!+2 z(l00I87>Kwyn-7I_D00}GOis*T03phrBjf8;`psj6-wzi71AJICqvc7AWR>Ya#JwM z^g*!FkW4BJ$*L?JhD!>gXlmI&<@J1V4&=v%n4R1DG$pTUKr?> z5FI-NpOrbI*lzS^dDf@|42&PxWZ+$09w_sU$l3U&EDHM-g~Jl`@TjpWT%P|5lpjN& zr27?AUwK68yJyIlwu$8m!Vs9}qSZ5n!^$>kbPFg4sH{Asv@ue+T%jINExc~$BpiO@ggxzTtI z;Py`;6+VvBEf=8OAnDPRT*sB$I|a0L4(MMaT4rHRCJffbqqjJ2Z~%`7QZ@gVL@RP| z%VC>bw2cnnNk#KH0Vly}8bhlS+7+**v2&b&tkWb=tZ{X4Vjl&rP+z4<=U5X`y0?1~ zV&T}HsvqZvGEg{4jfJwl3}E>*gYIS6$^d>JnsGlav}Ab37%#;7RB&@ixET;rmDO5q`q@_ZaU!#ACGh$E6%kNClph*}Ru<2BY5D{9c5o zWeIN_G%)g=k4NMhp8F^8tmJS|ZsJXgTkrsRc}PBk2jz3TQE?|>?!p22Jf4v+&=cK9 z_%9OvON3W9GalqY{IfVLNAR2+!x4Fb$Lz1+sCU}z2dYx&VSr=hC*d&)g^WM)o zv-C8kTcxASJk7dxG)fC;lzQ((ja4F?RU({O!d;jrYo(Q0>67rwI+n^=xOii3uPlq)9CbfNIOeDj*cdqSSt5+V3}-Ib&NFc zTghv)_i^bUKJo5HyVY8ywjivW_%f6jN$lJs@EBQ{iqZVdu0JFnW0G@#v&Kw{YfQL& zQao3>6<)T_H4^*Ai46Gfhu7kL`pf~m@B6nQ53 zEtOlzsgGPLA*o_I2;O+6&-{d`W+oJ$WsL{t$!#2=|6hw+dk+75Yw_Eu{(~HVT4rPC zW^f)B?SK}+;s};R5R9NMg8B%SMz9Q_9Xts^Lj;WxERSFXT}lM2B3R8ooX^G#&UX7d z2WyPR3o>y2g)`t^6PhzzX|^d lGZJN>0Ueky0Eu)P%{R*(tWz`Phcw-{>44uhOUy6d{uLM4r#=7x literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$1.class new file mode 100644 index 0000000000000000000000000000000000000000..d83bd7c8138e873adaca61cc0aab521a6eb3b884 GIT binary patch literal 2019 zcmb_cO>-MX5Pc&l5|(9R3zA@rLlTQ%E3wuI;Uma)FpdKYA_>^#OHSj}SXp~D>)M%B z`Isv|fqwy2q)2g~IP)j?Clqfag*YhD<`AiNy0@pNyXWoe{_CIL{{XOtmcW_}y~8-} zc(S9kHC_-WYM^@?{)V&FjIvwDDoAY@>-%x2t-pU)skUm@u9YAJc-}^#c1L46X=S{F zUe}|eO0AbZk_r0#h4_6}5Fn*xniM!?%@FYSD% ztZYjwc|hz7l!w(e4lNB)p7;BkO6U|&F?_T@rGHIVkvevcU4hw`-jDl%z(pB0972r& zLJfz|KyM6l3KUmE9olt)JBzJMK$|bP-${&`OS=L;y+WYX9bX@%wz+dJwN9>QMP6Ob zu5R4tW(HSV(LM}~`+N)8;hGh^gV_n>@Gkuqv#(yk8N63U0rLU{mq_4NcABwO3ryC6 zn9Ng-f&v$^st}k8buT_t+o?HHx-D>dag?b`qb7k`D^5DzfwFsv47Ks3*0JqV-*|V^ zD3W`TB4roGxy9Cb(yN##lSa0J4^eawE()At1Qn5)eg$=0an`H(M}3Z;A8nhHv?{^t zlR2Z^OSndaWDqE0UXH53kFP+`=9mu`40`bClo_^U7K58F0KI~baHEXt_*kG+8$c#- zV@&R0-;VZ=z|2!_oR}}UZqJR8oLe~W#Gz9-!*a*{@xn&f9|y+kylE910u$R|M@yR~ ziY>Akw<)TvIFQkc6sl+$iR za7b@*Cx_3tlG%M790q4;yUn*XN(cO8{mNs^)vx}B^S|&_V2kU8!4}@9=6;jIkWRaZ zOFTLVehxEOK#krmNz_*m&Q!DZRhM}SSfX&Ua sD}6bIHz^GfJKdMlm@%m0ErYjlljVQ@0C^uxAFDp5u;ybOw|so@FXUP`y8r+H literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$lambda$5$lambda$4$lambda$3$$inlined$sortedBy$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$lambda$5$lambda$4$lambda$3$$inlined$sortedBy$1.class new file mode 100644 index 0000000000000000000000000000000000000000..da3759cb9ce8b76da3fda611b7f5871e4231faa3 GIT binary patch literal 2295 zcmds1OH&(15dKC2gjX^cLgL^Dk;BH8#AA^F$3YlJ$dGIh#1&Lre4s|sNM2aYQreM9 z{!gh&<&-#wlq<*ls8o8iyF}&@ZaJi+o$l%G>FMeIy8ry^x8DIg$3DXecdS#-YgxP{ zr1Gu0*AW44mF$w1nZ8gveNpc!$CIx-M=HB{AVfnnOqaK74Q{SS%v!{(nx-RNN0N>2 zb(Cmqzcup-Fovzo>PF>+_qgS9*|NT`ortU4<|6f zFf))|uufo%fnKL55_*_+;`pBQLx%%?PaPiz{=;no;|#X~Yq9;7;aR2pGEB{>yD1V9YX$(&? z*JXXUG+CR{k*QXT^w<1c6zy4uGODb$@O{FLwI9#~K4D0cWpD{e38-tqltp-;@k;<|qX{Dk&=I~h( z50Q>wGk9(Q0$y`P0-rOaZ-Pw%Cd2J8nMd613aX_woYH?h7Kai&B+c3>JjN3PUm!y` zGaZwgOHscp-Q0c!Gp~OPjOxPL6!Z;wrt&k+Fg+Ab*np&{F-%2B*U6>CaXJud_u@1x zVtQeE0ok5vCQiz}qq!A^M^Uw|og)csFw9;%Oc(J|V>f)uSbz3`q zC8V#tGK}_g#TouM+%LT{K6GX54JM9}J4{F1uCb8Lr!Sb@gs=;P$*d117|kTJK<*0Z z5Fix1abxn0T*b)G=NI!Ug^j#XD6GvBU0F49I|dD+ve%%uOjo=*caLaD>Mp42g<-Nn zNj>PcYoZfMZXG%;$yK*Q+LSG&=#*XV`x^d}JF@P2z9U-%pf_HF!3grV>u6syS0$4$ z@k5s?))q&O@6eqkDLpl)9(lYU>TKD&q(vSvnxr(+2!b)9G+Jpb({5gal;~*g7u@-o z7>1X$rUD_RFipEDe1sV~s1N)^bd2cw!h763h(8@!dWZWA@9>D>J?0m+bYt{G`RwR1 zseVQFM>-h84z2eFPMR1;i<~!+Cb~>?jXoW~w-oC*lE`5JBNY1t7O{jl*+sI4=Q0W= z3{-Q=um-`eV}-aFb_aKUO#Z$h&LCZkC@@QRfP5FR723pMlO%>0_>SoR0I=Ajcg)d? l^OU*5Ys77=+E}wGOHXZliDx#xLWOKJ8os8l^cu{^_TLkoi5CC> literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent.class new file mode 100644 index 0000000000000000000000000000000000000000..5747bf7db8877713f4037f787db58128367a66e5 GIT binary patch literal 40059 zcmeHwd3;sH+5a;$NzTp91umCGZrmb9fh=Sp0St(;N+g5`L5v$-k_$w#Ku&^SH)>n8 zwsv>dYHiip)|M(HEVYf=)oK^5UDev%?r-PRzDSVTB5URM{n=8s>HTrPrqB$-rJWn>8hoTOF7RWA?WLi z8+&#R^fxqJnb@7E>Pqx%t6I0^%4B>0qICoP!4H;BS{*VUEjtPynv`a8Sas^wk1ZZff@E4fHeGOkxLo!v>EzxEwo ze$|z`yQ{Vi^tAVP_V&0{t8A)f(VPo~xc)y0Z{s9s&4XaU{}e?Ql z{R4eTOn85CPk(A|HiCS?x|j+&y{WfvTh*1x{w;lpPE1syr>D0+VJ5A)x4(Iys|)N{ z*vS%xX*)zwFo~slp5sn{?(0c(RWS!B}B!7LZC{`2O&C1P?5%iA@mTP zB1m?2gs4PNgh|;W;tRceKMG-oWR)=X7HG+)#26}oRE;V5EV$7;*sEK>LR#3U82K>{y)iA0jp<6n4 zCZSf64y_AQ3sYTar_B-+%=kGVpx5hZ12^3&s5+?W(IkdL5D{kvPjyB;$P(s}i^8;t z+A;-1fD&-%5@^xRp547Wk{W)twqG=7mI{uTi zO|X77xXj6xK4koxv~;7N2U8+`g<&9wRS4UGcGxa!6MZ|9eOi-5tx^~m=C7Nv8Y$2mf&>W`&Laz_JFW+~yO0Lx zsvL|sT5X5+Vldm1{VUhDw1UCPF!1qp7wx`=UK^&X>2-om_M~N|(N?-)uiKyOcIXXg zq_KHJ>(b`s5SwYK7FZmR-$>UK(mr|;%gF*9tUoYE5}9uEb=XcDfi zKKswGl=fR7bW#Hx;nTnfguWNF%1VTcT9D>_J%F(B(ldlE56?ZuU8 zN83N?wrxS6%-rTXYeS~T1qcG(4 zv}vl!G%!;GDk^PYN3g*BMT$6`hMf77FV;|`i{)=X8R*={>`rq@~c(Q67 zdKiR@2~1+PL}P>w(7{4_ga*|n);2vSMnsi|wN9a@Zac=5S zL32h@H>?5c=lNVdHncwjEdT~vzHa@xjjfH%D>rZ0xS?fb^NN)#vX!r$?Fc%D4S&#FXc7u;All>rRMWB3AnF-)JQFM&~;N~mqisTL5F?}`Rhp$s}|o#KP{x6(9bZV13jkmKc_Ep=YJvS z#GQS~or%7r=i`J^R%g++lV6jap?GpeM&w`3NJ!tUg(k}b)tV2qMk#>|>k!hJ4D zK@W){2{hrCg#35@Yi~ZJmucly>gMaNVTqLI$vF#LCYSMA~nGHPU-kPqI&! z&WB83lclt@vouj!=>hd(7?plvsD%hXv8}15`5u&-GD5%%rAD@=CoeSy1m1l`9dUx7 zDQPj*$`Y8Z2uH*P#a(zHIzo+swDdw1G;VE9COeYo>DJMRk$c0uZ@Zm6ojE!aY&`A$ z*EfVl>l-N< z6@Y7Ix-&4fkcvyKQO%`RB>EGAx{e>EdifyO3C-$8R%?qQVwRX47H0~CwE~xEMz8OP za%f2w?pQWy?C|Tah^U097ZqYIv@A+AC0yge_zM~5*-ZDIDmU5Jnds`gS{v(CSGv7D zRp;Z!DkAi?TGTK^@Yv)o4;<_69$42QQO7~yK0F&S@q*3{Qa0mk7s^8{5DTHU#90ug z7|U8n4f`0!wU)2dx<(ht1afz!$}1@tnb+2dJAS?RgZ~A zK8uKzVil|iao(f?v0Bi=G@XwuJQ|>=I3L71qFbqeM6f=pfj54cXo_K#b}e%}?9q8% zXEl*$JFvl+bVLhuFROqSy+$agHKiL=*e7a6A5D;H5D{03 z9V}+xsu%VHGmIElh?0L-Y$7Lut(5!EoxO1^NoCA0%&47(Vi%iHyV#7{#b#6(s>;d$ zUQS9$DuO%BI$9jMiStg2wu|)}~n3 zr)_FM7o~*wX#E_6xq`{@b>j75@mhg!{=`hybHp2=*}HnTZPRPsZNAWund|aq+IaXoP3XX zZ;^Pnc%KP+Gfj3x#LXNU`JK204r$uwYs5wk}BiH5qBUqo05}= zblGh_%X?F4W`er}ozR}j+R%A*a$TQYL*xYoBenE~HLuA_M2c0@1Un!+N*+tdI^v+9pUcDX;{!H z)5=c?UYN;w$27;42VaJ4{oLT-L%y>cqN%@na*> zf8se**3f_%6G&s4-ckL1PJT060kpSK9~r z`t)LSrXdMEV4OeRMA9bZ05H$Sn z^~{cMfaAk`O^|>!EN-!jn7@yz5P_DmP%5}i_&LIe9NLq1u`P&p8xeOjxE0B#2DqtNf6)3zCJcn5sge6 z-D&FdJibwkc{y3eV9d)Y#`o277v{X2rp&g|ISFT^bZoQzIlw{TPVI!QQ09q80C&`lw<%ts8 zwAqulMnFWCuxVQ?PlJ3M=-JVO#jz5Nxsb#H2=?L}XO9C`LbX{Z&j`!7#7^&swW%~x z1ii&SJ-N-^u7uuWU>aADYZ8R zqcw}yM{nJ;wERbrB66;*;$c(^`slw+_>SJs@nLCB&;)1TqtxIL@^xOJtYi6F$MUs~ zU}tSDx8PI694x2wNgsMsZ zWi7`xD5xTPfQacOtAhK3i7GVX)tj0oS+V1}a)R~-k8TuWJHxp}&--DirY0yOyqFde zLBu5JiGNGmV7(x=${b;aE9bd^)>HJxm}61Ew}TDYS+!R7 zaLlfcw|6@7!m!-L$3_Cf>t?vY)g6i5)_Q7s z%m~;h=xzmVGB}t?JLRsh?3J(_$AR9uoMI&1Zl9^&=$yRJMO?L1GFl>=@ zlO>71ZP*2dv)9-M)}9zZPVd$daau^e9y_zrw!7VfZ-@=t+n(rOWltN(eekTh6Fc|} zCbBnSu>~odG6YaTxB5-YjD7z9vXcjv11|Bo8eTlrmo?%PfxJe(DJtf`{>tV%Pj%7+>Z{-HVvsjx6GfjG7z9BzSa<(6a70mlzj`!e)!fc^i}?OMsGca%)1F&k7bLz8H4Wa;a)H{ z1l>8lK?n7eac8twFc+ntYdPW>G{<2TMC7gVHa2-~hm;<@3*3Yw@5EvtZ;&c!*XN1B zJxICz%ve3WJ(c=VKb**tMCV+7!@*o5mgllaovZshmr=8L^vB#*#TX#W94`sU_rt&Q zA4!hLd-VBYiB%>(X~OMU70Nm!m?#V?gEc1v^atgKSpVGz!_YG=~=rfa&8>=~5 zdsWl;fc!9PkOv{XayQ7BFlck+N5it2MdUO?s~2Lc9L|Da(~b3!KmP9{+YzGWRbk-c z@)JzRSkD`W4y}*Khm9V41Y+<&j6(8i1fv{A$^Q*Jj0_na7f%n#LyU^Ua2t8b zvlO5u;B3WrG)9Fi%cE%|cyjyke;*FUL%grX{fWp=%g-=UhQ~!8^98*jn7uQ#$JjPh zpb9e5Ce4n)me%9)3069v1%-Yt=N^pzU;P<}z4e6{g(a3*CwWJ4?GAv5e3Et*$&X1a zs5yioudO(8Lf_{-wdvvC^ufZ*ue)7l5`sW59;FhzQ=VrXoX zxT)o=EG(ARBBZ4kuQJQ)le9t2jWT_~tAt~S_E#T0@RrFl*PC-~Eeu@4wzOehz*L%r z8V^3l0iG|EFK`^-1&#x}z;S@UJs{(Q*Qd|LxeWIQg5G}IQYQzVgJvtELt{%(J{lx{ z6qY}fKjvW~+!^#vjtv7ldBwr)?Zd_(iKA(g+*Hnn_Fg_=Jl3Y>S9iKc{#^bdEMJzt zgg+iM+DzIEwDY}5%_JH}{+hRg+!B_*;XNUNe3l7(C=&R z(a4;jfwPS8-sz-w*qX(VKZND)Xcbn$q}` z(@o&x4N%}F>#ReHm4D1gZOP&{UL=#-z$SSDzl%jrdK$$*u$?c>L`W0?@x9t+Y7y= zio@zej!9>1;l#^f^rlTmoeV)?igS=m&|?2Q>OGqLYCzxM^t)qpWzR59k2#`FRVCO% zs^Ghtvyom;QX7iA485VKu+;9-K~OH5KF8Uj&)bC5nGrQzod7di%?6`k3^Q%#(k+g_ za#WSaXoA2pLfpeLn3!Mump;7YD4bM_@W~##=#A!aY;07k8VhSFrWyfoQAAa%ny{); zu+dH&r5wW98Jmee=6~WS zSl_auB&5!YsCqS@k-G@UT^v>OV>FQvAe(w6PMEgZ7x;K5Uj=|Cs}anuw?WSHE5wZ zO(I%q*oBp3`dyz@0Y`a8A(mi;J1RIwT>u4u2%Z;*m_2Int`#V-4p&5NP_1FLUTx&v z-F%)?ZOW;#M(qRGuGx_A#USBJVid)@bksW4!c%fNvNlImON=HnRWI@|QetiTlC2O6 zh5`^JMbLD1ni`;TjNz|oV@^o5$0)|}mykWs4S_Lrz24@90~;lf2fTq0x+U9M!%59kDT$oNJTlSXVDD3WJ-`u%#Luv;cXhu|4OekwnL^p%oidg4L z^SBqVH{3Gz%GZdROw_$GnyPl{qxI+ok2Vz`s0iqnB~)`bKjE#}=_j_n3WxgD@3GXI z`GfkMq2hyA4RUN<7*jW02$JWm5mRkfz?k0K3`;Q&>w_gmW{1)W&X4S@9(hoqVtj3Z z{PbHuxvg>SWeRS~^aqR)^rBrvKhlFUN2E&I(H@_-7}wz)bh*Sr$Z1{)dh2*ll~U1u zOqt$mmid>wb0H#56eqDLdpnNpq=yd0l6nUwlK4WMx-+ela_CkUT!Tx_0bdT+DCPbrz#$4K}O@=oyo;P_SoTu&ytGm?)a{1vo+Qa#zt?Gj~CaOM!j*cM+ z^=s2vcET2M)cxGlan#_WQ0l{l>H+m&M7=@nV^aMn%&d<^)xH>=z)=t!p%~R*uLiM< z(V`LUeEL=G52LM5B7z%8#|9z6+G6C3zWIP_i@#QqB?>?6Yy|iEEJN_Nk~O?YBEwWotlEw)L0x(rxj1(TGc1$ z-x<}@AHTOihT{0m3l&FCJb!w$su(b93!>Gy4)0t2_|4~Xk!TGb)dI{6Jer4V-Rj4$ zF;D8xpBbHB9MS+6RxhZHM9;E!4b=-$^%tT3Vq5=gT$iMtoOAxf=(+qPm9zBx#^^H6 znaKlMUM8zoAf=)!ky=$7i=JmNuzESSxq4;w>e>^cjb>mbuR1lb)e`NV4_Ir^?Yf+rW?x<2(}!})d5R$V6)-B_GALsUmm=0fD~b(6hvooH<+dXX;ChL+BZ zUW`1(kXPmsTlP|1FH6C{{QQ#WX8R<&q=vd$uAgk?AGi;J?27Y3Cq++2rY44T<|#T; zQ${-T)M&~2;s7$a=<#dvcrF1CkTk`lE1eddxqhl4o{Jv8nakOBPmh+Ow5FwW<{8m5 zk*UclojEHyd;O`oD9qpZ#ONH1z6@CtQCs(CVzeAt6`7?fku}$s_4tPiwy?-Rs43sR z)3d<52Nt%{D1y>zD*axV@%Y;#*G<@f&TfE1ahV?xfpkl~W-a{z3RpCrXk57m`=t4u zY~E8o*aFxEFeHjZ@^bZXtJh2&Xk znafvzI5AU)@UjIPlWryV5gQ;p!v=;Ehb_JC+EAr_1&pI`axAqmHn^apzK-|`o2a<3 zl?nu#7fvHMVdr-4j($Fr>C@OLQ)NT%Kwo=u1)q3L%@;bKzdO-2kQ8#}hP6vud|<+B zv}qA8+fd@AR)xz;YD&^Ag}s59;j$x=^<5oQs4da&_D9FUrdK%}mNoq-Jg;QA=gjEE z%pA2c3+bA5C7aWSRo!$wbSm{K1-zgym0r`od9%NU22y`qgF}_Frf|*aH5K*M^BZcy zH8t~3udS%5X{fJW5T3W7{`7eb^)(Bczd3C4PRiH#|b-1Rw zem>{d)`#osPp?O!E{%3QVd1h@fqU*;?ZVS_f6%RP?YvsPL6>Uh&*v1nR9jc4^Um^8 zwbd2Kt<|~cPwiP60C#9*7?E&zar}*%Mnv)4PK3yorayCn;NgbOZ8%G;4`bvl$M$W6 zR+_MU(LB(-CE3@?+v-`8^ddNSVWO{-?`>vjHry8PLnj#xOxVz$Xy36G=h+RcNMjG) z^SB)Elfye9!32iHS7GllVi`g7jx_|^(uD#2k1p%&?ROFQ*lAuq?$T*^acVv(a;T7s z5KJ#-%N!=(cVXofKrBwem4lS!Bl7U+k`a0MCdr6Ad}suAyy<;?>=@YZuu>Ur41 zmr)*Gb4qkqd2I3_I-w#K$8TlqMEu6{Vkh$@KXxi#3Sy`6#fhEHmr(2sz7)o0;Zin4 zWo6|Dsj{r%AXSxB9;Di`c-}#(FN^0Nq=jYif`hcEEbbhnC1vr@L0VcCFFZ&q%2b{> zMCTu*=CY&I(l$gF9Hfm@c7RqKrA=)BdhubpLgEV>pVVl70l&*IiHm6+or|~cuA~d- ze0=R=9frM;TImw}Cg?)ih8o>;5xH~~y^i+ct@*E^x6*6r4&2>I>(q;Yv(*e5<+tDt z!#BjCQ%n+4rzdWEDM3dj{$C4bHUi zWZGvk-aJg#HiVEN2pQocbPG{KVOe=aWjrsQA1{bI@ld>Qh;B2eehDoUP~MbD(MgKY zUZ&Bt4ny0BFBGk#6M^Q_ajgKV>u^0A=w5*0VIw$Q~`p26W+=fIdhc3IMb;8_=dP013K}?x#FG{bzxDn137) z+9CQFgA%%WiOEi}pFqJBRqJ7ilyi37< zMR;&u#bflyZFG9YFg?;x7%x0PL$O1k_*lHKO{Y5!($E7m@hCmgR#q`YM@^wmH-rw+ zXB)!0!bbpS6I$Va-20R9cM<-6fc$lF6nqlY+}tc0^3?o%<{z|Ec95Qq7eWMnEnW!m z_iVfn;&13MeOpmmJbXWu$HV(k8g;mdXNT#zW=?#qiGQCSCb>ofj)yjpnqL6;&)-H9 zj?#;5v6qJEN1rJJwCCwzdbz@sC&jZ|r_^ThJzYfvghv^?j=~x@Yd$|}A*f*?)k9IJ8 z{9^c!^+Sh5ShqHTTVssHL;HC&Q$&P^1M&J8(D^GM^;h&8eO2lu-2Iv+%sK{H6Lv^C zl<$Zc$izPfZ|A3DR7pjd54a3Hf?r6pWB8<2`msaL4}!j=%q=Zd`YQ z&~HWluoU#Tl=L}zBRxge;I;g3q3_YP^nK+0K<3fUWj_51*H=*PZ*;vl4Ii~>pc}+8 zdYf2{Z@)CrJ4Fk+SRgW=T;D9hao}VuIF)hiQsU zeG^}oGj)S6vC5||iC5|}F6q=cqIHCj+halkeKh})X@b_lTH|4{k z^pGfPuKWTyVE_G4*^x(ToC_)itLsfg7=yp2cU`z6nnG7Io6ML5JUi zo%uYzHuVB*l^3CnzfYeg6R?+pUzys4P3@$(xEy(TkPTs*x|)i_W^Ie!i%&sbArct4i_hO} zF*J_PL1>jqwRG5{aeQmV(D;)y)s!1>E+r;)D{Vlpj(chv6%`)j`=x@+oKt0sLc&A&$RB_La)XrSz%*c*?5Ev}Boz!rUn#J;xp zwEOAQ__X~D?doB1O%o^fYDLWu;**Ezcg+urYs)Ijk3g0JwKqws92B>LUv6*6Z6t)q8@ENMmr>))1xg(kM=7K6U}gW+-A7(iJOPT zw+6-c8uBsf@_7Cc@gpAfPbJ0kg9L*pqOcYWQ#9LMlM)O(CHkL(SI~kn=g{;VCA26& z87(ZTF2dy)oW68v2cH^o@On%9Ie1B;BOYS7DFNZt{5!2VM$3HlO!MAvMk~iaDd`5h zA{y#ftU$3~jnFtbxHMN_Ip=jj%a7O7sgNH(1INEi9kPIS;I9Yiw<7OB`UM@P-{bEO z^eFw2z6kT@hcZO}l!YRKm*Pk1&(KAGfj#tB@aQXICcd#U3;AXAcQF@b7Razz%+d`n z%e(+zEx8I`!+9UBcfZ5RM(1*d zt#6{An3TAY&ain8(lz2|;$^&`ubd(_bpe%#pNn5;ZCfmUDSk!y;%-SFO*@n6uf|AfWyJ80V?QAjhz@5LV=8#^c@{s`HXhmoHu{)E&7`XOx+e@3d1 zzDNV&FG#`j7LR(8P3+T>4Vqr;)sk(pm1n(>XMYv11j@62jwa8JL28VYXMY=8p5eW0 z)s(Se{A6@=WHNLIn-^EYBQWfh~l` zEjjw+84bo!NXxSVE6>nC*+Gd~seg;P6 z6EG*g0H%Brr1wpvzo(fLX8`by?R-(F+3ivgte@RZ_OX_su$w@#CiNf{8#YQa027Z# z;`FR0@d7CNr!T*g0k{MvL;R8(@m~5H#oY(MuD&}Do4<@ z1F#%6jfVI|R)(TQEAWpQpu^>l$-3L9qaTyJF0v$7I&ys#1kTt6rmx5e}Brz!Eg z{Q$9$$(D;&Y~sR|m7u^QQHX$}4vq~{DxW_6m( zW;Wq+;))b$oC3KuA70X>;zZhm>-F#iK7i|kkjEbv#d^ByfSpSrvyA+F6D&EC0>%uw zVWS#Jr4Ubijh;pu>X5bA=X$POYA~&RA+Q03d4S~=gL1_uac81u*!%&)ID-nsnYvXI zObMr^HY``lRa$t3<#|wiUJJ|60=7As7Q*u|czgp>Jpt*|Vx&_`Lo^;eATO}eDT?Vt z8q;}!mQF2NI;}T_HZ)A)8J(;vU`o{h`p5s6KF+}3G4#>J-_OzQ8}WR092K5aOODEo zZAay%wjp`Zu)KIkUKWoIiy51=UjxhHi0rUt1xCIE@@Cthyt1KyAkPM6_n>qeoCm16 zA%voA?-V2dhD`Pz7BP`>Vnd@Di%g{brPhA=~EC;~i=VKhX_;^BBvJc4+| zkbKwvxYIB}BY9B1n~OuHO^5>z5TEbC73B9`TnY}#_u(?(pu8m>McxI2@{YFnvPtX~4~ds$Gv4(46MeLzP^VK-*@?n~y74Kv%_6}v+=8kM( z2Ck=A;Bze{TeOrsMr(Y9gd;cN&vU#WF`>0}LF6_a!)i?$pjXzBcd^*OzjSG|4PiBQ z+mM;5LLNK|3sBSWjIDmIue2#;%cgp%%?=+(N)Lv+nF;VbM>Zd$<>LW*imwpsRg6_4 z7{k|8+oq3YnI%)W%x<2s+2$*&f!UulOpIr?uMnEn05KQ3Xu6k*`1!u4gbO8f#J*ZPfUgu`;a__J687o$o1 zO{|qdtd?`cY`I2UAUBBhc(>dJxmmQz?V<&5T3au7;JzF8y?DM$Y{aY0TI6oAN$wGC z@U9EwM6Vx=Zal8gw>~3A%DA=t!@wl>JD+0x>M{? z_lUjN#Co;*sCbQfSiDvpK>i_=L10*hsSW|Cw^;My7@ccU2*&QRDJ&S66ztHmZE82x z0(EFhehtgCI;G}PgH7$AwI&6~&&j6|Ocj{h)i(8QYBedjf=;xl-E^@{{hs!klzJ1@ zn-rFKE96(vQXZ&oxk-s6;F-Mp=q~wn`3!=`m(V3P^;Mc)El%J zIZ2!cj?gv43hFcE#8KL1^A1tJ$&)p7x5<-p>0X=n9Nld5o}t@Jp4tigX?Uue*4R9~ zDkmYv1wMRW3`r~|l=Ce5pxSisvCB)_hd{rVUE;x0OTkzcREYP^&}O>_X0<( zjRW~5){0tCy?|e$@^!dGwVMb}5@Ki{zIAsEK2fm`BItU$Q@oY#5jVgmxE|tYpSH|b zqyA+OgINU8{*dDQAtJkF`H_y6h-ve3VoojY0 zzzu-T`wwDAW()Ar!hhKLnMrb$BmZ#>D@O%d z-?MM;$T&M}D8$N3PfIa3EAE0Uc|QhvH~8}&_|zYudE$eqL58SYenS=Ugwlf4a2M#I z@o*RDXbujW*R8o*$%pTi6+Vk6vy95^ipaB z6S0%!bS;1)6jh~&=CLfx%Fqs}1E0cf~JtTz0hgH@t42OQ>!^|Xf?GLC@%wNf} zU|xq{Ba?G^8N|a0SS7o)0=Su?8URbcCOD!Hl!%@p4yolw)M}z3b$+_fn%JC7!l6U9@mJ33>p!iyR~4hu!uP` zg&1{V+vh2!-3BBIF|r3JylINM$l}XLK!g-72N$h!)I!ZkdP0QqwRWbOq1rV5@TC{q z+D^z!p4x>>Qhu~u=An%jL;Mf6cn^-Kq@PtxNCQg=woO9>3pJw904-Eo4Po(T5NzwM zAXJ{c>FL=+bn=Mm%$g{}h7){~GCegZ(^Hc&U0sQxU{d7e2(%jJJ4sI$VIP$0;)xe2 z+z{-}Vt(hVEr}qD#>B)j1Ry|6-A5Ec|7l_|eW=lWFk_pj`e2dpzlq9a`v>sw?!Dab zc8`SDHU>PrDb2z=$M&xX{o7W4L?K|3-MIlDup-?h?p%?2E#y0MpA16F>$A}Ufy?KU zY_ll@TCwFrAYB@bt2e4^Y{`|FN}f#KDKwkG-4*SN;hH?(u zt`D;trB`+V@*V1(0X=Wd1V}lC{Vw%xTe$^1#o8>yI|DPs9nV9at#6cBC^ZkElrjsY zlv&6qGj#1e>b(|vgQdcPvJF|dk{$R+&Dp6BhC-<4t1vmc`4KaTNz=q%M$A%nNSNXHaTdFQmGM#Q`iiruo+I- zB4J~TP)OYc-`>cnTFpApZAaDJZDL5>`-r;lVfB$C>JzMIAAUq!%eYQ6UlD@Tj`{)e zu7MiA8?&+%M#m;t6;DIu*CC%^phAH0l|w=L3jbSQe`v4Fu6WKnv-A}KU%v9T558hc z!~o#N)z{QB>e+%qF^JSRu)Mkhn>HL636>aaS3t2)}KKBXSTjv7~eT7BjcYIkXitA<_m zn5!Ol)f2AztV>ZBUuvfrE)}~}?b1mu&2#A#m*%@v;;PTNG}EQUE|t1;j!S2{>hrFe z#`)?CE=63L;L`0b-Qm)mF5TtQ`(3)*rF&fZfJ?hvy4R)Gy7WPpKIGDOG_*A?HMz9j zr426K=h8zi-S3JMU2(B1E^)<4uGpr5x4ELn6@PHWc31q>6~{PJyyD6VmwxTab6xdC zSAEGB?2EJkOP@UG-&GJ`H2Sm5r`=##K+b;^(gTg)5$Q<&CcVt1AKIZ!Uex zmB^XxikK@WyDH+!Ij+K3wz}$RSA9kC2?O?TzJfmD(e&lhR(7$`QoVZRsq(1)t0Cb z1Mw#qA52r;{87fU+lm#4n(Um*oXeccx8Hw!{RZF><{9Q?=(eILaAn{tqusqI_It9s z>aAvXPo(zCU<}WeJ@qaz4;%aPP`YiY0(WC~-`_L!jl`U9SUKy<;GB*xqsUMSeB(74 z#ux4k1Z|l(R6(6#wh_gFyYHLbScXcwQmM#D6GkMjM`k@~x5=vzCyHThVIV`l#6~MJ z?NDX?MTrTOuidASA|c6>)CV8!hh&Mi^Oo!Xh+baY?v0?na(<$@zg17A%iXq5<&XY) z=cR9CQyNKk{NS)a%i? zrvhek=Np(KzCqRt^u)*x3LY+ca6F7+j5scN7{}!uFpUXZ*}<^Jq{fs+RbyJ?YEFel NS)-zHO~cl>{u52U3FrU- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentException.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentException.class new file mode 100644 index 0000000000000000000000000000000000000000..0866800a6fcb8027b63f1e51969691ad2ae73b79 GIT binary patch literal 1571 zcma)7TW=dh6#iyyubpkuI1X(?dcmZjZ7%J);a(S{G*GdU6Dkq~p}a6z5B7N1JJ!zF zv@a+>173OJl_yXiP}E0$6yl7%Nj4BwwY4*6&Yts~>zw`jpO=3D_za&jta9l`N_BkR z5sA@$s8TVZ{mo$0^1gf?ih+?TDT6W0_xOnWF;6;v?nQyYeJm4cEaJV^nar+9WzuQp zID6ex{m2hv(OlVQxZP4|$L|Sqm~xqDpC^ej+*;HAjxsyLIBqg5zfOuo#&8VfL8=J2 zU%?c^tw@o!=z4DRh`!}rykW=1#=Y3S#o4DQjzc{a9b(~ zxp~S%qtX{;%rji;^GHnC-%8UZN*hi!V)!}lUxuIeni8g>;ot(NbCo!! zxc6cpE)YM+$!CdJ$+0qsEgr|a(un3XuHdSNw{UIN#R9{fyrU;+%jstR@we7#UKXkFA=Ux*+0FgD{V zr9)fAZJtIVr8f8A*m&kn^r%$4%?&4So&KmmaXWTlb^!y6i2q#LQ-i4XLxyL^M>jlY z!8v`7k36S(*&A;KqDR~L?tHrxj5Io~@^uGidZVbN(6YhJ~vmKKW(tl_@;)h$-a z)yk{iT)H1ld*ggAPOtMgiCKtwCb@QLG9~WYDM7Q~zZ2p?WTwnOB(Mfhw?E#Wpve@gU>HB=^op#oH`(Pg5o(FOsO zXrH}V`so*x*!JogS$uC|@e#c!fX0S3?PjnAH0k8vLp-KEAnqMPxO;#?fO`Q}0<2<< tcB}`uj|T@}8a^5a@HFZg4>dM4rZnEySQ@V-4Oim>`W%4VqioVs`xoh*pdJ7K literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt$AIAgent$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt$AIAgent$1.class new file mode 100644 index 0000000000000000000000000000000000000000..58b96ed166da3f240fb2cb1f83ae2065d16bd98a GIT binary patch literal 1764 zcmb7EZEqVz5Prr^Y{zk%7idc;1WH01C$w7^%G(9Eu1Ta*gQ=Pj3Gr!j**F`YccZ&? zl>Vy%5=9`Pe&$CZW}S1B6cejoX6EL0o@aLF6YSFQ_Eo566mx{ckd}u;G1=-C|}f)`}oPx^W zVv+A}_$y3)$m_C06&6iJ%j74Z%qD`u!w1`>4 zm1ti@otAa2UK~G>iR>yqNVv5$q!yg!&_JfRe}Hn$qB<{IJBpw0SCQNf3}F@X>85g~V2Bg_uV zr?eVzV{-XDe%Z%dnqX^*Ff%~=PC2UU1QywpFpMASanAp^9)8Apt zvuS%tq}H{^ntR&gN_Ew?PBnu!jImDkHzaD@isRg4yjL;jdz1TXjBVagELZt!fiS$=Zj^_yJ;%4+t1C$GW&OJM%lP`H&pyEDL;~Krj2@S5J;);d~g= zcn37yV4%4S=wSv_SzdXG>%ZasU$F4}92(A{RbHW0u!xTtrG%TW?s2Wp2u%Ko+>bAC z>sM5LYJ4#~U^&abuj4Cx&GbHduztvL44>f(G}y`^k4JqSpviik36|Nn@)PnQJ_&I< N#2ttbcTo#*?_c}P*ggON literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt.class new file mode 100644 index 0000000000000000000000000000000000000000..b1bb4f5c90984f6ff26762eca07b09a56e2789c9 GIT binary patch literal 10621 zcmds633waFb^d2bVwcMcf<#52FIhrjiWCKq)?t&hYKfFAS`?*_v>H`uYlvJ@D}n%n zT`-dCDykD7N!&PW)F#f=G`-TMN2<0GW7Q5#=d$BAJ<~(Y?Ko|d*lBaLP1>aY%$ZNIBS2!u~0XOr<%GCdhTcv15g2V9oXWT-5lXl{J{Zdy?@SQVda;}}WoOoX*%|b3IyY_4vTs~8ez%#w0-KFh2FE?3l z$KVR=foOIg{0>6w%cQy|o9r)_tqKvnCe!}X{~gNZsc3M9&rbg646UY?|mu)wy~vNB(3 zT#q+z#6&Gt3tYRh1?gxe({_3`Gi3?f)LN>8(v~vPuE$HTt`2Jv6<8g!V-vCEwk!q& zYL2BcV^ad_1B0k!)&h00u?%HuNh>ZIP|3~(bRS_tv=?MHlO+*1Zk@Eoa&9IYpU#Y1 zsrVt)y2o$qDJx-x;5ZR$yQc#1j=0&RYfYY7X~bA2Jz-AY9kYfoG8J}Jhay@GG(B=*ahoVPGvSUo~4_70?Ha&8%i za4_eV|3FU>P=0X)+&ijx>KXM|pl`@eSn64Sa3sF6gY*JGY_FAcb6G3!jR6wwpx59! zuRv#|!eQj_^bnY|f!I>u+jPX)bTSnmNK4yu>@i2j%LJOoj$30>Lm77{mr5N^-m#n2YtKYD70ST5fh@cH6^;)eqRe)QRG z;%4+w+bR|Wt{GeMIKCno33TNLlq$c1b7u5jVNgYHArL7w4S|BID`udKmljx8$x#=@ zukrz}lSx^VFQnMGHIdAvTp?a`H~T|kQN@t;vgIprlN4##hiNWnkH_!eL&rgZ+CJt4 z$+XHVt`3l#?-I*@?WxDhFjm;89k#Jsm$?2`Qz9T3}o)Fjo~zl28KpPcMbLJ z5xA}b#Qg50oWgW1rofzWZF$N%W&}FQajJwIWN!Q2SOCaQ9Sj}uva72&MzP}7!a;6n zC@$T_k^ZZN2p2rf75T}33enYqQ2 z>2$_b36~T1lS=k7g6)@qyIG^5Dl0W`n)!jFaDGVb$PAnj*ispqIyk|sxV67{i|h3vpx=Nu zns_}P6j)WzF*9mw(#q<1lS(g(2l}7X$TypK2y+6TEY7Tb%0jVaUqYr3M-3^ zFqfZB7Gip(e$t)y9naWf<@TgYkZT9KhJG(4VK&bkKR3pmw3kr($=+K`+>f&iSH)|~ zN9uy8{H8E|i8=_pYbrT?Y&;q36zD4+USZYaPOyF7owHNpR+g!NADYz;svd8{!zMJm zy(xru2y~XXkjqgB<6Qz93QT)PBlP}~%>$O3oJdLmoYL{j+~sh;6f_7tUAzE)97i0_ zjPGN1kg}ZEU?ww_n)N10hK zhlF5zwmhc@+AAKIte9x}a4K+33B4b`W8$~*y8`cD!Olt`Ssbd%$5by8`u^^K?KnIy zlDKsU!C5QoFnOg4yu+v$1liv=@mhRfi7WJUs^i?!d?oJ$hP^E?r`GXD%y?bygr&FK zRIH-DRMK$@m|VJTuE%*?F!9HjXSy0#LvbpxWZAxh;EMetG#!sHe5k{Mm^~|S^>RZf zmMgKz{88=ydD~>oP}&zI7CH zPz34a&a8CJ{~t-%isoL*qOT7I^cySd&hIp0%d=bGL~YBF@P0xdD(yIB4d?RKTR?iM zAo|j|Rm_riB1|m{&M+ThD)Uo8uJ!l`K5F8__?Q3;JXso#cv7`%C60pdwd^=A?-BiI z^a(sIqtTzzhyGa@PcyO<_J=Du&A*61;4kZOJx<=u4QYnH zZ}FaevJ^I27Vj0|+LlJuvrawh6Xu4HBv`jjupq+q>qJ*5+|Z&W8oMIlre&SO{I-hU zB3*`|g;%q*MwOabTB}MgVQF1g)G))*meq>6tJL%AL`%TVeZ~{>f{R&vD9=q|jq0=} zVRC|NNTQMNYx%yeXreWo(q|~&Kdip5XHSoj>si{M+BUKjQ>6lPFI8<((y74Q;ys#f z))60Bp9mzq8Jopi$n-R^*OnZuDW?_&aG&zwGP8zvXELtCtaQfPojB-Z6@>rx~1(RYL8q*-H{7uTEMCcSkwMNv{c~({H%#uK0`Dv4LgL%@_G)_ z5XDuvnr{-oHMo{6yom3BGs9cU$}Bj%anXCK|ec{sNa>yy;Jf z$9adfh+gpo`o)K_M|=c(#Yb_Q_!#zykK=anBnHJ(7-GMdi%+N(4U@A3Io-n*>5@mp zu$OOH+Kk({c3IkjeQLeK>^q=DH;gXau7o>`t=Lb2%6{81h>$OXjp14xzz}7^wTn9` z11Zh3&3f24{V*ENVe~wH;yiw8h%I5Z)SbiFdDz|6tgrX#nFYM6yN2~!z546|PIiZ0 z6e(7TdU6*+b)>1ON$LGCn#uP(4Dl!;e7A_luz~M3@gZIs&hwgY0lWFmQkt`r`e{o2 zK1%(5O8o&!{q>ak8z}V$DfKr|>ThPhw-iY|TO{?fd8wbxOZ{wK>Syy(Kbx2O*}T-x zdQzuVGFL;jlJ>jMfJUxot}XJjG^O^)Yxvx(Y^_6CA1&_Zq^TL6;hDq^?Ce);4j=OF5nkMwE7Xek5J;8f3Ll{R)h^U|3P;h&Os@vzG{1ewAjcW z&f|mX(bf^ITfoK5Q6pL(HEFL!u)2%D=@4H*r}!Ff6weW0&(m5uRd3gu z>sH~62Ra2xgAD?5Ot@=%Ei0O=n2+GEfNs+h3vw`vQ&O5?$RFiLXmEhG%#Ib_uT(U&5Vy z+u~W?pj@Iu=ibI&`Br)->8Z@N$lube&*2{no>2-oB%W1DulIW4Q}{G{w}5ALK84#z zL8`Z@J@Q$Jn6~ry(h@Rq7ZeiTK%MxeBDL1*j%R5D^4EmV;LB>NCf2&?Oux$;=>H-t z9rZoR>!v$-p%=yXcv$)UP^}Pj61&k1k;li+;wnMiw&CYDa8;O6y zvnQ{fOgI?g(H~`ew_CLd2RzKj`^@ux&inrSb^IN`Q+N!kTzW078y;^6WsMi;NThdf z*Jwv^BubFl3)dCG9hYp*g?2 z!|<`^&kb}O*3_(Z>-21zu2gPAc7<|PFAP`LU1LSZxO1$$=)MjGH)4Ubl#w+N5j}_q zlB(hEwfSMs=D)!A+%6Aekr?e|JZloox@^R0W_jcoW)66ldm&d1PpYnN32)0rWN<~R zfZJ6bSRH-H;T*$6o3}&?zm>L0H)A=~k>S%^^^}!$VVkam#O#z^uE!A zRV-1LTx57Rn9AuGx0{iE&-X)7@vALuL#e!jZksAc-J*Ety%cpGhqhOnC{Aj(&ZCxy zD&?IK3}d{2AzY#+uuVyITdSVgMgP^270Qgh|8(mzFrVS#pHQi^yv8jjzSHhzC}Stt zSh9h*Ey53FA}!Ia_K@N6$x*4`Ogg=Fa#V1N`GS+r#z(X2~0nCo5yL^1lJV6J=Wf literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$WhenMappings.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$WhenMappings.class new file mode 100644 index 0000000000000000000000000000000000000000..dafbd3a7343e1f340e5e909fb197249fa11124ae GIT binary patch literal 896 zcma)3(M}UV6g|_HZmEm5T2xSrLeWx%1u?#$#)cHKVJX@LeBgl$+esO^oguqZH2#p! zYGRBre1IRN-lYb7X~N6B_spDoXU;vpe*ZWH@Dk4$UUTVmweC2)Bb14qKu2OwJ9W37 zocXeM917n=+=z}8@rJ3qI}~b@A0JEAi7haO!Vy2=PRLcq**Z89fw7Qg$h`4Dk{HETjdtSq{ zace-o%`on}&2_J_-`Z*JUp#DMa=^I5P^vUkzvsV~COG`J*2*G7YLABBLwOV_Oj#&1 z6uquCv{GkN7~bZFuMn$uk|r}#Nnl9;1M4OQIgt7wlZu8d4`0$ypDjFQu>UukEF8jK z=o*I1s%{I0G2if@OG>u+K}gtkl@ifv$m2NiEbr@n6o@sM+)cFl%E+GBm9ZppT`6t2 zky^!tCDNTq^b{tNHJmBSVFX!H=n(pdG%(na-z)GqZ=Zi;9a`7Z35sMHO={YJUM_EYhC< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..f2c92a4a7a582f5d6b8da6e96b77b6bdda47beaf GIT binary patch literal 3281 zcmb_eYf}?f7=F$M2!uqURjbr$s!_tltaxc{NwE;1rgE_auu7}lB!{qMvzul&2))es zd-}ca*R+e4T&&r1PN6Zg9UqO41|bCgnk_k= zW!ehMsd=U?U43J-tedtctF~e3*_vCCc45{i=L*JHW3^hcRDaD5<4c!QvkeU^ zRi|9>^s;naDyz@c`}mUMSn;%BSxuytbJLDZ1!{%@O5U7VOEk>hN7=E#6@l78t7uZgJ8va^ zG+mt=Ph<{OFN|*VhR}(yK!>+(x&jMtSsQ`gc%DJGq>7(F>>#ZKBBs6Rl%$_x0v8f{ z<2$%_NFdn;`=zX%lDS%OPI^Yc@C;^%SQF^qr$&+`j|(h*CO>*cPS1&$Y`mtI(0SYFD^Pd~^mXKzo> zPfbq=98I)wOc*hI5W*Rp73j2#oK!|-!ieL14>Vj5=<|VjHwrt9OBfA7 z$7O*tFX}#HS+ZzYS&wWsy_J_0m03Yt70~nKkeKJh2CB5AEC*saxyI1M2I?s_5PN8P z>#=6NcH_fW%pylpLspO~jq4#?!^Z-_xPr5o4@cUiU01#;sfxf-8wa&X$yP!e8$4)% zz}lO`riRD@2Oy^!^ULHjvWBv_C&YyK>;(}vJ>}}HS_d)7RN6GG8m;cC`&Qt7qRAcq zm*=Vci+KB#F5tbr1NON{+8i6^B|EO%a+6f%=eP1$5MKy%XXdj@6Z7e5verxP3}Y5^ zJ-CJWFpl6Iwg0w&Rv8r-`tM#+JDB^|+aLKGybOBXE_>xIZS}NT#>ld@j`= zO4}@n5=fTk8XI5Z#2|P*oPPbnAS%3P)nkX9dhV!>&o9L*4ykL!sG3I3l1r))=*gNz z+wgX|H$t|{m*$L$Ki4q_2MebaW{a+EU|!F8uV#?3ml zYF^Hm3i~8qex6yDE2eAmunF6CNT=%AM$XmvA|UJWgSsTxcJd=TaK@vgBR~lV4s{Mc zMdTNXeCV(}ULVFG^zn}i5XE86ZBo_{qRd+0zXGZGAo??$yEF6~27XpMfcNX&ZhLh2 z87_7_!ibo$- z`DWdq%);?8CwSeu6E})QWO*ity3~UEd31uf%f7pA__&dw;T_x=p{7r8_f^nH6Es3l zWiAjQXo|{pVw->cgi)abPQbx;sCM<>4kZ^S@jXX7uz|8~SO7n8L}OHcWPhL1QAYHb z%Yk=S6@qF`s-|Bx@41ZbDVG7f$HP`v5y;@{48F;5>w^rwg^@uH`BgrqP=H)Thl@2A KMHlNXvi}0K7M08Z literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$2.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$2.class new file mode 100644 index 0000000000000000000000000000000000000000..88564c57dfa03ef98b03f44ec6c73e736b0cbfad GIT binary patch literal 3230 zcmb_e?Q;`F9DerFHf@^HPyqoEA_SVgkb?q>HWvFTk-lKl7NH7Wl5KkJ=*cEj4TOviGI=7i@t(sD<~Mw`aey6RbO>~$ZP!*~0vD2Xvky>qbYMlGde|zORQJw1i62eZ z=O&Vw!_|wT6WtNCBP!6Q)@@&4;T>xu(4ELL=#JF!6Nn$Cl|YZ}Zh4zBNHKv+$^G#i z*gqtYYJvS))=tS>wKyl0Rj`!B3=wMrrw^!+)TZJBho8-lo)Oeul=$WMN-m{KE>#Oz zN|#(sP8|UEZzU%%us>Bmy?u=zS z)ru52-YO0&Q4C@zf&mN*T-4Z#yVp+LL_HtarVzqqu^r5ttYe zIQOdVGmayRmXlRvv+3=;EbGh)C(6v!3}&W5Kd?~hxyRgD(yP*6-iYDmRdNdMM^dk+UUSx3k25Q z9yUEl7B~bsU7uejpOH1R#a$65#22rKu;D4+Y}PuA38vDPb7vH@nCrqF z%tz6O_w@d|0!I0&z~F!PlHS4Gzu77Q_W7rU?gGjB-Evq&!eGizV@7NGjlj{mHBD@3 zl(s^Aa~Qf2x&e7)Qwt#~x@~Le3Z(*#Jiq%S8rgjkF=E|&-AN<1`{cB7MT~UB4ECYh z5xtVeb*C-Yb9YK!)#s&3NW*5KU90Q;7I$J8Wa{HBA2tHl$&3eM@{MGxoyK#i_E6ek zNo;~-dA7c>wG+eO&Cu0&!|*Dd zgSp;WKD6emrJSq;BhifO%F3i;`M%^8)I06w9Zy@xu&jFp(rDJJR`PPj*4U@`oKtp5 zuGqfK!^U0LBS-4D7>U&2HBTzz2hIF!+xfBNIr9T06Cp}Kc(8rwIeLDkC{SU0qBe{p z=;c2yKnzDY=TkNiq09v5e+^O%K+G4oaBuKe^#7!H03X)6z4qA93tVn{foo4+;>P{H zPoCqmKR6MBV%rAeOebN$<3jvR@$Q6?xxrQ-OB5MRarp+<}vu;slH3XOw0cLD)X!sd2yD)yi!ZUpRCT^^O z8^a>9d$=(yHQ|048z=5EXSBO+1-LzfL%X;)OiiER{+pmZ4bUEf)|BlbXqw8kV~a3- zlyvBTleh;DWt_re{%gYqN`XNkY;(k5GY%SS~nl~L_Om( ra1VIM>MBARe4D{{8E$=)!S}E-$RWSVmk|n(t7!AF=A-Ci-ADEx91@9C literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$3.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$3.class new file mode 100644 index 0000000000000000000000000000000000000000..3d7f66e545ac5e4ef5a9117ada759596139529f2 GIT binary patch literal 3230 zcmb_eYf}?f7=F$M2!tS!s#R+>)hHog)@y4^isf2UxmW^NrPXf2AuMcm)9eXCKlyw5 z$#y#8)R~s)$Ns2JpF=h=N+@;e?CjZh&*eGq^*QISzkmB3z~}f;V8*h|4bLl@R#Cdj zHw#`x)?{-uJF5F~cB$;hoT^w#7H#R@RSDmAi;kSHx-;HNePlavHE}%*A@Jw)hNm3c z)mUCt*{<}>_05uLyGmAE%Q16RzbxIAX{(f9v4-oj^_11BTTr&=`sP$1UCT_@H7r-W zQdyZL>HAdHoT+^iqrPwZ%5qf$scGMF&!qxYOM_-EPp?~>mg!h-(H!$UM_TUi$Z%8V zTz*{^6#E2*-o}P7+62x9D-N(Dj1Ga0jP2TLMBqZQZuSAn4i78|R1cd)lj`1iC-I}{ zdf!Acd$@X0bfPi*)SB%J%)Mi61iBLi2HlZ5egg5sv=ZpC-A!*p1}P?RDY-ws z1N*xK(k-xG%i0N4ol1tY@ zmewU#lhX&l{aeWi4D3%;mRiMjeY@bB*@k#mg>hEkL{X~ox%s)ph3xF)Lz$Jm+VEcLLR~@A{NeUcMYZdRwoI7RN zPPHNhj<<@#QWPl+MlgUOfs6aic+LM~-WF*mjI=-`?`;JIOnZ_KoAs_2b`)1|H3AdY z1kSyx`>f;0qUGci*=%yFAj>+l!nh$|7A(h!D=*$(p(Q2RAJ5BGh9=%$OR4_&6I-pt z8}-_WkKZth97zpXLAo?F~(Hdw45rf?x^`z;8C){9sif- zsr;*W2b3`xrNc$@kz4QYwnC<8Z%wE zi`gjp@Sa|OPrxW&6-fPeFXu25Q`k>_`xMkBjVBSx%y?{m_K?LIwiToKngVg|pV zI}tsT#&u^b*K@Z^Ue)KJN=UEiX0#H^__!WAct&nWwWBI=15!5^B793Ao$gr$=E2Pn!SFIG}l&!H(@j9pM zl3cQVo12Zgu1Aj4cQF#F!DF6O#uu9T*|zg#$#difN+v>-fN-jPa0fj{Z0nxS&-*yLXy zB^^58B<{mQ8K>}se{EPtDKIF6E%q3U<~F~NC>>)YkNfO+e_5~8%_-fS*3Ab#QP21c r+(T}%yo^v5-)8Y$mP;RJ@ja|8@+d6xW`q^UWwiNN^-=V(<|FqHPtl29 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$4.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$4.class new file mode 100644 index 0000000000000000000000000000000000000000..324074b03be04de7f058aa4fd1ea834084c309cc GIT binary patch literal 3281 zcmb_eYf}?f7=F$M2!tTfs#V%*s!>9~tk>3-6w4)GDi=!ttF+opatKQ{yJ>cV(94X! zr=M)6qfVV^nSSh#>hw8e6QcyFQ$OrE@1DzZ-s^MD-~asn2Y}D;lfax|>Ltf1>PAu8 zo~!4bs;tZUcxGIUWzBNMl3A~6c(Q0p_m&rPO}l8x#hN|m6dE(zu}iV5K?s4rW=oD| znYO}mYMyCJSKrty>!$6=s%=<$w&qr(U6?h>xq>m;Sgn?<)$F`yI<~7%`_kpqY(v9J z)hSmzy)0dq%Ib6VKDOjIR&3I+tR_;+xs#4f1!{%@O5U1TjW^8RN7>P#6@l78t7uZgJ8va^ zG+mt=i)Rj2FN|*VhR}(yK!>+(x&jMtSsQ`gSe`+*q>7(F^dPMS`b>M%DM>%Y1kT6z z#&>A%kU+8x_DfkiC3Cgnob-%>;Tg;ju_iFEPmLr?9v4{rOn&r?p!TB7FTY!INmX*m zddQNhC&fZSX zPo<{>j>g+KCX6UP4B<4+2y|LTPAa1^VZ?B*2O7=`^!vvzO1EZt>X5j=A#c6vJY2A+ z4b!SsrNFUvaaai>f#DE_Fd}enuNg1-f5O=!?F5k&2<4nDzkq2^{9dcxjlvG&A})oX zVpELk+HtVcFWZ{=l0WmXVZ1@t^QBmVkWN}GmNqt#t?-wNE1H@V~g z@;sG)5pSQ;1-!R+z&;mAn`6VgWXF_SZj#FU{8kSu0V=v>D(NDn0*ySg^C%qJc@)wjy}R8BEwb}yK)Wa|cSSVz zftw+4BN4{%TCSZrAkQ6WT9PY==}zFVi08NV{IQc0$0h5`(yHrWP01p=TiNl zw9S$zfn<5MvGFxd41(9gsn;(IqQZMtJ$Bfs=Z@<5{8GH)kh)fks%hjbxuhC_o~&84 z4R4ow`^a|r(wtH8=lW;)CY!I7bF%7>gfq4+tCN=Dx{|k5f7;Glj&cSgxb76lxLK!G z&C6+1VV~s7&oj$%#dJ*`Hg4Mv=~O-2$hjI{1Y|vaP?rSTPJUzu&Uln`1SkQ)MCb5R z^!-AS4;{A0>%%yNe*SR*A~?*sP0AWVlvxY>S0FVXM1O{}cM`v0@MpCH_@LhHwnvAb z;X=nVTzUK)*X|zq_$fa9lM?|vWZMDl{cdbgI>eCxW_ZobP}`XnRdipKC@mO8ibo$- zSeO6E}iIWO*ity3~R@6B#G&vhS`NK5k!Pcn5bzsOb~jeHFB?3ED?c zWiHT1&=i&H#5Vs12%|y=oPdMxQ0?l$9ZD`v;(LyEU;|~}umFDGh{mY?$o@X1qm1Y= zmjmyvDg@P>RLy{D-g6n<_gx0?9uHexMIeK(Gx#RMtq(Hz7Dfg+mQ`jzAW literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..d0087ebeeefc7b814f7b2d22a0dfc82a638b318a GIT binary patch literal 3380 zcmcImT~`}L7=C6G2!v2lY-@|PjW#WxWudiNB~tmcu>mRpYKvMoVF(MG-I(1_&}zBz z$9Ppep0>xHqg;FM-|_fNvI!Idv>tmgv+vHwGwE80+fWqO(5&Bf+8=rF=D?UcmhK6h4yHpu- zZ0b}p)H#XE6?Dt6bNVRvNyApV%14$5XELiY>v2q=?^VnSAt-Rp-*JFxAv6j!CQRG( zh6OHkRXuTlvP0bq0uPT`MU$%j`9C8|52)kgUCE=hjGzfEVKg8j5cF0|S771wC?(Jm z&oT)tsiG+mJ4!i$R?}X0)})_<0++h>N4tCfkU)PO>=)8{TxLqSDd`zYhG#He#Iiug z0kzb>=5c|=X0p*ig4&BbTee)9{i-zkD*^0RrCE{t4}g1#(iG_4pT8{0qG`Kk*42|W z@s=0DIe}9->5a|I&dkpxrzh^G=hL?*rpG771x|F;@lOOXyc5QGyerUP85yZ;OGXgK z#b#)@B+%v`KP%mm<*7ru1de$tMd!hcJ!zO$sVD_b)(gi%1U={tqZ@q!7x$a-LKsG! z4YE`S{Q}{Pv*A}Y?diI=TkmSMM=*fFFmzlIIKNZ(Niti`u+kpMZ(<`W3o5}vcuzpj zl3HS(6YDI}lDzDUW#lp=6zi;HR%h%1$uU+d;wHSm$1GARHDo=hLb)EsHGC)#iYqva zY0+LU`x>)FNmZB}bsSVDGk3GxQ1?*_1eRYNHqk>)I089Qou4PkkwcWl&0!|QCp+v| z^OURa);feyrqa4$m1uQi#kT_EzMi%F;3$fxiaSyD*<9eKy)cOyLA|zHrH&#I-o?Yp z9XH8jeqJk2h47g`Q*t^zH!?joLDG7`jS-|U)r?!1j-VZHsQtGEw8Ef3v|{XzchopD z`+B|b?(<6>4Oyb)Wi`YQn6?v`RHuF+aJ;J7F5=Vj>j6G9G}Q^!fn2brgaFmqFqJew zX^9H=ZEr=x+go8R+EV$%!rEyqy1mt*4Tvj|sMgWc9&FbJf&+n@VYP?Gv?L7Mu{ZNh z$>qICaLr`d^t^lo1+M;wJ2He-fwPA_fdsB8k~tWguPVNjY7eZ+(`u7dVS(I#p}O&q z6b!*(P zn3a>J!al>7rDx{lg6Wz(Y{a%5@~?UilB6|0C`glRP`3*E1~$?OXC6?}5ugNwdK!A4 zqV*Sw0vqg4Rfcg4ZT#Z`L~)#Ro0K(#DYJ<9uRuyZi2e*0?)3bI&Y#r|;O)w%+@I)u zhReZcxcc}xuH9|_;3+=(lM?}a$36({Y!kkxbc`bbY87L<$hM=3?yC}`1w%;i=;Mk9 zd^?8A`+&%EXm|UbVq_a*kBL_?CdOIL)r^T?yo{j6lv$c@)(y(6QXg~F$Bg#$_B}yz z8``g!d4kXP;znz@QOqLEGeOk3UAUh{M~FM`yX%IJ+uGB+jXQnR^a<|n1#PW?wh~mC z3$zk6LFF3okbfP7QK17)qktmZ#%4yMfOVX~4;&3*4YqGs06%g>V^kmUYfw7Dh@Nyg z@aCdIP~92Tb*Szwm(e}zGJyAZ*y17rNqm{aS4n)0`$>EQBZ&;Mi+qG(333q)E|y*7 JT&$FP^Iw8UwG;pV literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$2.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$2.class new file mode 100644 index 0000000000000000000000000000000000000000..ea10a9402394cf0777bb38942349611a869c54a4 GIT binary patch literal 3329 zcmcImT~`}L7=C601VSh&wzb7-qfN_aS)f*{L~6>1jSWx-!}cVTZU^`mb6ki(=z?- z#7JT^3?cA$X2bC<(^im9**9(J>Fb+C-L!q_+J>cP%U(&^D;cAhTQSCJtJRX#vYq!$ z$M*E;KpIVE){RX=Cyu3OOwUgaWNMn1T&Gy_^`i7V8llfrzloIRah+lNW8-!3J*rGN zHgzf+>YU`ID!OIZ1^v3?Skkc7uF8>>!MWVJ%qt{;!B;UWj3$A1f*psL7DkIeOVYGW ze_Y^vZ_N{jC_C1-B=F#&9;zubb&|%t}&V~$fP~c+k!D#m#91<96fc;!rPs&`mFe80q#qbU0i&z!t zKBSh0HheCy*i1G$NKkuGWXo4db4ZouP&I%?UyQJMmM2lJOD>6*4@<~==K z7jODuyd!X`ApMEC`MJe~^z78V>|*xT)a>Ncq`-;Z2L6d6j&~zChxY`UEh8tDZRscy zxX=a-7X>X&2{e2+0%w;m0c-tvQapeqUgs!1brA3xNy*n=fZH^ z*&<7YF(eSlIa@(h)1KbDd-bkWdlbVMi9pAwz`5PJPm|dShL!b6ep6d{SyBlW#`^+# zo~#%5op_H+ONz25o|CJLP`sy_Sv~RlB*%EYh+FZ&KC?)v)R6V03gv19SMZTQIHBMy zrbSny>}$!plBzH{8aSvyX6|LVvA&}g2&}$3Y_gx6a0GI)Hor)cBZnx9+agSePj}g| z?kP{-t92OHnM#|6Ri@P~Ro@Cs271=-gQF;(D(*%#U~_?=_QNFW1ohf(l?IALc^8i> zcibS81$nJJ6~^ZRt?Ak9LTYwmilp_N8>7fzrVTeS8$}o1Q2TEQXr&Q>Sk>5F@2GKR z_SHt=J>ZuH8nQ$y%j$?>Fm0zWtxo+?;CM~5J;bLKH$!}8XsQ#c1G!*B2_dSpWh!Zy z(h3zG+<6#_>^zKUvG(dG9??!~v7LwA+OQan#4u8-9g>JIHzYjTxg9 z%ynk?f}1TDbJ7h)qG{Wf?u2D{p5)clIc4W9NBM<0u;#3gce75}&C6+1VV~i1(Km~7 z$@EMfma=V!q^cfyWL}N01aco6)K$U0nT;I58K07l5G5eo-#qXH9luZ%D6>CR9mX+q z@{bD;!*R}SQq~Zm%*x=u0x1U|`cs_0-TxbUepWkxx2vB@e`4S%E;T*HmQ?!b=m%03|a4BDN+ zCrIsJ;t}zx#>6?xxw1A~u|-huWj<{smV{kX9@ zZVdCt@=OqQVGr(Su@rF^19x2ua69@3c5r);nm)#z{h%Fn&<=tsbAb+mCaGLAw)xjZ zNretLjS^gVID_x`*Mtq&fk7esz!8nne88_k=>#Kr(&NCJ%W9|U&Zw?ib#Hk@J?k-W rcX`P2GD2y5mB!a;e1m&wdpvg< z1HemoUtrZR^&Q74>qc4Ho~sv~n)JtdI-6FsyjiJQGVj$4PnJ#TE_zAVw9A&fUbk}WA(go8py}jggawY;HL^QYKc$R6aEuFe&+S1jxcPqMSd$ML5mY%P>RcV)U zMx{_PW}BW-ixR(W1jGZ+lIJGydmg!|%oJ!TxE7Emoy1wN9C)2LWb%yQDUTUe-W`Nq;wCje_ZtlFlyJgsAo%j$G#nh14 zpsf_PWl?P;aPCpCh#)L*HsI)hM+ChBy>q5*dY1&ANj2f?pzG||y1*OVR?(u)D1Y*B zAOcE!GL`MFWej~d8AT6b0%32CZNOV(9;FM|aIy*85T!Cj( zN4-6Elq4{D%-)A`VO|#M zNk5+_RX+RU$qw5+L_Q0Q9gSb+F+<)pi>{t+4Hvx#&I&wHmR@G%`pVjBc6s5|{969n z!t(sWyuj(yG5Exgz-Oa)3Qr64SVloA+p;kv@wpSw@T|Zz1d4qy+lCt(tRd z#lB*gR=p+#9zV_<>oJUDB8oAb6A0y!Qv&g$E{b6ix)R3e{=+pRf(v9h$m%T1mr<}} z1Q)4hv=7hI-h=7PmQl;g*Xq(Pa>*A4@ffEM#ZA&`R6M20e5w`OUF%UhaP2~7W0=KU zl)Aq((2Glhm=k#VKp$VU?pIkAVVg$Lb834Lq?rMg1A@T6+wlwd$g$;=t{Qg9l5R5R zI6L)fdyNa~UK^r^7+3eI%_7_=i4Q;Ni)u zZ3a%eO@|!W2I51}vmF__*w@Y&98&F220o2p87omN;hMlx2LY9(?PbHtd+Y}mZWm=$ zmCp#S3+P3HpYWW-XpMPVk)w%%++_VpjQZG*CT_7`NVJZqKCFHuX#>e)OxixIN0G-3 z0nH?mgTAe;lbkg&l2l?8%&#A$(a|>M;k$!w2mWk3NC9pF5B@j84;q}VmEaS0CdX*6 zU_PNr$2V9Df}mMrOA*001^Tkf`PKAtW`PG^Gh@^w)1!dm2^c8F5XWPRpU0I}ofde$ zRnH#D5sI5tR;$hkq?#>AHyk41IT2MSjcWL8#=+s!r4`0DoG2=&GGu~wPhh;IXg4v8 zw3pk{IB?{+*~c*dNuN)cj#W4F~t{jA&D0T$|D^ z#0EnneerNyo9dYgUyUkWI`ZV4VLSF-#i_gOPAO!jv(X*fk_dhxaOUIg8UoLyUKwk7 z@+hE;3SLQ?7Xt=_y2I=-fPaRc6VIkn$A>@!?+Bb|T?p8ZW}Fh+jCjsrp<6dfgCSC%k@e@)&fc_YumDxu?*LhY~ThK?4so;Oa0@P zVV!sCwW7RYs=bGK)AG!UTsK{l!qT?wu=uL`5$ob*$MIYmR`pq3Ows*4ggnB3s2&O! zglcd2)x(Dw&zWCvq$AW=6B+NFxQA1JCQ0Czd_Uon(T@Rsfm;n?h;zTZ{6QratjGK6+q3~j$FuO@? z&^qRT$_LIVMc24m*+2XM+RgL#@al`<;qbY?VR|_H7s$IPf51uK{&5QC!j}ER*n-J9 zMcWR94P%GfhXPE#juF*`ag7pnf&XfC-}qg;MoZPsTEmRq2HjUb=C45wE-^?`RgV;gQ4+>ee4pjne+R&eHX8PRK=l|ibGUUSxhFXs5kH!qKeALz4$HZane*o08g?Q zzKi#0%XYegT z`^E-BS$sQ-?_}{^+{xm5_GiSx==?YAkCOOP0*~uHnmqDZN{M!ZYoHCFjca9n)XEZMcSINh_5zEz{ph zTufXELkRqxS$BNPv=yXN_Dx%Q`r1ZOH*H_KwqfbnvR9J!a>gj;mW|QcYPDpgZ0CK` zu|0h%kS--NYsQA56UWjsrspRIGBwRhu2U@edQo~FjnJp7-$csuxX!Ts(d%{aU8;;b zHgzf+>YU_-D!OIZ1%1qMENR$kSLMjc;B0P9<`t5_;Om$bMw7sM!Hxq=3!_D#C288G ze_h~gZ_N`2C_CD>DDd#GRWzyQpZ_zm^nf}((VIS8%P3mW9zipr0!{v^=?N^p8Knf; z6L}_qB~>&9;)f|G&|%se&bkb8P~d#;{%H5@9}*a9fc-*RPsm)kFfDy!+3*eKi&zop zKA@I{)_pFp*i1G$NKkuGWXo4db4ZouP&I%6*4@<~==K z7jOAtyeDv?ApP;#x!HyJ^vvY_>_YbT+ zY?7tI7!ru&oXw!BX;1IH-FnxmJ&Ivmj6laFfipXGpC+>v3@huC{3bW^vZN9$j4J|q zo~#%5op_H+ONz25o|7w#P`sy_Sv~OwB*%EYh+FaD9}$!plBzH{8aSvyX6|OW(Z0hL2&}w5Y_gx6a0qg;HoriUBZnx9+agSePj}d{ z?kP{-t#ueZ!C@3n6?dW7fzx(&B56Ga!^Qu}WUXr+q+v8u5<-cjSs z>}!p}yU#BTG-QcZmemo%VA@V%N}c+pz|op!yNFLKZiM*E&{QW>2Xeu>5<*mG(^S$h zrDZBSxcw*=*?tt!V(ryWJffY{V%v|pwPA578q>O4yPCSR;ilox&4}7VW7?C3?busI zr|j|GB)Dd>Z2Dh4f&!QS!yOsMn!xFoJ%I$SDv~)Eo3ARqleFhARbheL-&@;w zSPF*WuzX&=I*jiG+Ujp1-o)e1GApSo4c9bsmYi1|*JaIuZTJ-i?jYyo*QbqA zFxQ#k3vQ-d%t<#GiKcB^y5pANd6HLG=cJvt9OW10z^b!M-px8?H!r75g?)<8Mc*vS zMbk5RSjx5?lB#;-k$E+~63BgQP*(-}W;SvJXM9RJLX?1TfAhdobo@e5pv?Y6br?s` z$v-YY3`aS)L0LnDGAo1s3Zxu>=+AKWPXBM{`C07%-mQKr{jq^(xX|0A?!b=gm3=_;IkdZj zPm$Wj_+#Q#jfr!Xb9G~)n5ZDAF=dt(n013POE1723ov8-1A|YH-iG!oW}o1Ty|}SD zZVYqC@=OqQei!a%u@rF^0(adAa69@3wsB{Wnm)nZy`UX+&<=tsbAb+mCaGLAw)odY zNretLi4t6RIEC-|*MxQ0fk7esz!8nne8{gs=@=t<+~dI8OKPX;PN}Y2b?JQO^vR(kVa%!{Zq literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$5.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$5.class new file mode 100644 index 0000000000000000000000000000000000000000..d1c58cb92060fdd111cb7a1717324014d8f8f34f GIT binary patch literal 4255 zcmcIn`&S#s75-)=5SC>gijxNFI%=W@0X7T9PLn{~$^zF40$dAl9onWVX%GvmT}8XX zCQTdnk@Wq3H~&F@N_$${C+=zaxu<_qPruQwga|0Ib6TCVtJynq=id9>$K3hXe?IsJ zfLHLIz^Y;DJC0M>5uhvHmzuRvr@HW-m4j&ESu6@^pdV=mo0gtZr?P$ zt?Ne3uq~uh$(n6gdcN*frCrJy zl|spwZLU^JHtTlLGacL2uLh%;xm;&Oiw?KE<24n|_@7q{SI*|Pja@^hbW6{ft~WQ) z+NN4_DpgOfNY|z5`jY>jOuH`E8MZfjxusH@0cvm4t{Y0bx%2++mSLB5;zLjrQ$u2d zwo=%ZMYWN@xyQjGg0R5ZfTIH*5%dc5&Y8C9T^4vQ)r7BuuCrt70&jI&MTslQ>MM^?8qQ+1)fhG z_4e3NlECCKdmqY$d0D8Jm!xNu49{S^h)sc!4v0_gcwAudG5HW6LG49_PqC5DlPaGl z{d}HO`RtD;J8bs|`7AJYG=7=K40+cqx_Y)XT=XJ1EAUiVdYP3QD{HIS<%QStYx(O7 z%kvBK0;f~Q;1fdvpN`@gJS)&+83n0q%f^tzXHG!F^8y2b_#4u#Tb>e<66p7~YR>Hy z`>J7D^_moT@;G;_$1skGD8_J3Ae2i^3B-@OD27SsN*Jg657&$cE|BFQtFtU$M!}L1 zT%?-OKDr}Bn!MMLjq`|nm1Ut7`8?!;Qz_%L#wr$bjO%U3v{xM;jbuq~8jMqczqcdW z44ihG4mq+7#7ClMJ2G^!ubnYCq}rhjd>X?tR-#zKb%AFN0xC<}%Z8Qr*bgk+DaxuU zpAp;;(2E2=;W>%X8uPRwM-v6P$@-HR^|2pK+-AR!XdO{~Sp87a29n2^w0&5QB9EH_ znn@%FeOp^6IcsDjsl+Il-#kd8qixKicL&`L{MmMp0^9^1{%?dIG&o%=!N=@Oj?rGh zd_t9uud)^dL9@n|B7(08^ktXxtLf#;0uR1s#;8fAM*+nXFi?sijwcj9k1MS@E$~9C zo;{W$6gR7^R-F+@HCvEwI7Gm6BC1Xr)$rMjgTtpwD~xS8QB+W6$OP@4z<5j1Zekc| zuePUg;P|%O>qt2Uae<3X`yL0O2g`NM=74({I_(Wb<>Hl^1Q+L^&QpikaqdT@G5&S^l%tzfd1TLjs8*6#; zD4>iAUP+o40|tb;!|XADe}o?s&!$qxhd=~B6*$ql5U?N3I3>0j@tng#w{Fx-)dsAp z7uV&@vTb;cKI9Z@V{vE6s0MQbIbMF2>y?761(aCUwq-428LlhYzzra)6-qWgOYd4&H^Jrpnq z)!y){hYvHJGr!k51dnqu5q=pfA}G^Tj%fN^_RoL;d6h(^lb%7 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$6.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$6.class new file mode 100644 index 0000000000000000000000000000000000000000..ea0ec75db88e077322e04fb667efcde5a2ba1665 GIT binary patch literal 3380 zcmcImT~`}L7=C6G2!v2lY-@|vMw^z;vb43eLZtF(V*^wI)E2dF!VnfVyD__=pjEl@ z$9Ppep0>xHqg;FM-|_fNvI!Idv>to0v+vH%JoA1&^ZxbE?|%UJ2wMVkhN-VPPEI#+ z()L_E>l9^0)<=>fYA$W&3zkfKMZ=RhQ@XdkxNF)uOU{<;yQa5t$0!<>C9RQ+X_?+; z{Brzy2twfR)SBa2rmY~Il4sh|)mPW^x@mi|Xd9NEF1ZD1FQtrpX2}?;u2xHyOLo>X z9oy9>ed$UfwQ8&zI&myLWx8IXH&xZVP;~MIPtQx&r4jm6uygt-_esN6yUItFCucINGV5_ppzl@83Lz-)j=$po(?VzzXiS*4 z=?x2<@2Yy@0A+`|7X%(1wTdQH{quiDmL5>Y$Geh8YZ*ZkTEb{RL?Gy`n6ALW>rqOe zC7xvxSW-n(Aa;~;0c%{waa}I@m9y^|;KGa#PYXmJH8ezKCUk zjst3`f6e0pi;u~N4ieN}8uwoUtbj(<&9Ez{z^yScsqpy>t$bKwkW9zlcSD<>SX3_mK*9mYJtG=tHUOG$O%UvC#wJFNpj>6WpQ(u3Gwj` zJJvkq>btcLVU($~ZdfH+-B|Ihz__nx?LIh);;G_JRDCuV_-QXpqDD}!?N+IyNQ8Is zuyV&OGMS&(%2OeHD$taiPS1@@k4=!YUT|XsDNHrvHl`zJ#~W(@9RaOySs+?5cE>wv zo|%24UU>KUrH+Oy(eknyVhBvz2~4U}KNmP&)od5>Y5Da4+YC(&LJc4ntSKQtbv8^T z4NzL5!hPFY(eUqo4x5$J|m0%OeAUBvN&cLt}A)VwN2Pr%TX?5x~w=$r0BF$ zDrV)Rsj$zmv-HfoTrgdehmF{_L;h9$AW2$dLqVG419hu#Y~VvW;h%?;bOa~?p`M1` zr)d3!qQC~nQ^~RUS|D zKEtKpGhBWA9M|r(fAAE8fAU8F-*OB>JKKcsC>`TW0E4_22dVAgE>(12l^87;LV`yh zS3Ka`FW_RIluj_B zCtXgwxu_7-a7GOsYIw_KbkDjB;C&vpxQIX!UnKEm5?|p#5?{keB7^KAn=mXvE~3H3 MvWuLHmGWr*3zX2cNdN!< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt.class new file mode 100644 index 0000000000000000000000000000000000000000..67c115a52ff748e22cd2451df996ebe07500eb49 GIT binary patch literal 12636 zcmeHNd3+StegD4I?#^mhU|BFm0^7o@L5O1|A;}D!{)Knk@66dvxS~{!cM$-=so!5uiS|zZ?$mB+|`tf4U889huy1uvk zBq#Fu>>(|iH9EG>14S}2=A=iFP0M75z#Ene_x|1){>Tcs>X_ToNeZ^~<_n|g^SU`y z&@wqAt>togQ!_JpmizN&e=(aSlu{_>`tl=s4Ala6UdWr-OfG%?;&?ifGxb7F%cgsB zauy>qY$#YEaNF>hK77GJa7-&`<2nHaw$=N{umvAL*!EL#ti&o6ajX`&zr6U%>Nxet zn4as?CML)^DOw}2F4dhYjt@MMF^9*Tj#Q&S=xk3MYq72xN!&(pl%LB}wSwCzk$hn! zL&gQF>bDa`4Qf?vz(#>ho((;cF~=nD*{q)J8p>p80|Kq}XBJ^9aomABRfKRCW$R5K zRWf6!E%l2+ycu^(#9PR`quBnul-|LDmXo5Qy!4UoOT+qvvC}jRPAg_jfox@-)HB!o79lk1V4$b} z!QSq{<0tzE2f80V+1-Dlr>i%PM(n7j88pQaK~#!$kHFc*XuM(vcC2BL9y(~~j~Au< zv}_D*0__V*S?Xj!&ocZ`wVqJBdV3Y@6^Qlp51i=gKh!O-e;&m;8Y_#dBaU`-RAV3Z z3$!hcCIz&%z_BAnHa%3#WJmPE>;QYvZdP!ANxZk?p@M^DLfLWsoFfqh575}n$qD_T za{}A_vFlJ)Gi1+f;Pn zXcz7QOVLzX9h2PJZWG%7}QM@@;dVBkhOS?48 zK6+|~i}8%tzBAZsDh$4(rlZQjoa#7A{g3TD963XHP5 zD_LSJSUHGNd<|YJE%0?^EXc~*(xo9^jgL$7Lr+ z^5_m`HGtUekx|_tmf4+N7}rNKwr`9fqhb{21;RRk1P%pLeiKM#xXNN&8cXhG)y~y+ z!dAuO0w;o0VT-VQwm7eqHKm#q7)+1q-3ZNHM!slfa=MW|l;?VzD_R+|6LX6yOk6Bo zT+S79)*5T14?Cr11((Wrg%sPIxGJ?_#no>YSewuJ{ny%n2)yr>mEiIxGy4FF%j|J( zLd$V{C%#L?ci{B`E1l4Cn7O1eCXlWqw%EYZmg#>_;*HW?-n2YQr-I(1;wh=gjWhD@ zGK`F2YB{q{Hw>DU5y$t~EPe0tkg-R>+f+Qgut5><`vp3K%)fFCDfmHw72Kfa3BS=VolF~Y-ZPD!=!-d;XXS@=adnNc^^^Q z`4qRkfeTfDVM^cjmSuqr5}lKL$)wANa--~$xr}VLa~NN5Q_3967^(Rp`(UxT#ZDn) zi95Bul@jT0m7L{~JKB{L=DCzBOP&wpc;u1FQ1D6Lmea}q$(9+o^OEqvM3f`}lHobq zHc7;UbJ`#QxMB%raAztBtFFo&Q>b|JsoLU|o6i`2NnpKH$xOmeby(Z;IIh}B=rw`c z=PJ~J`4v0s{D{CE4w^a2bs&G$hWseclRW+U&qCaM@Lspj6355wFfm>6nASLM*kgWO zpf4z_R-9Fo&}O9*zp3IA(ks<`PU=efOB}y#FC@RS#M5yh`&|{El+z{ix!DU?9KUZ* z`v(0YKHGbb|>h5Y!0nI5+jleCkdq!<||c$%wsbn<_2@?R2MX6+Z2 zngX7krMxgba;%V_&h%LJVJ6Fqk^Q^@DWxi3#2*N64YMcuc?-kKc+OkKuqmxFAcAzQi#OejQtiS=<) zGA*l_GU8bpw+>Lp{~gu5E3vdOXPI}C#?Rl1Lae(zC*kt)x`l;#^S&MwA>DLg;rWE% zxv~rHm;C|}ZNa!d<3EAu7j*K)2*Tx~4BNL#k`TN z9*Vfw?H}ePt#wPcq1?iz;6IqfIK3s;xyS5vd6IV_dO^<(>y16UMpy7fo(}jHvlzb2 zo#p&qS4>1~kY<7? zc5x4jyf~KwTUg}%xGc7^xRU2y<HryDkx%-FqZ-|)j;dN=gYS~>S8fJNKkZLm zmJrKK5TZ-WyAhzzdt{b@or%=E-0*e}P&y|-&cPOWQ-d%Dr+PI~8XH!%A-d3-; zuWg1gOGIkJvT#Q-T1W?{CIM=jEbeQQ#fEN`>&HN5G^d$G>2~2m^d_F7@d9)B0^bOo z(1x|1mOZ5vG7`dR+{jmBW@cRP;qJ-Eu)S;MDV0EKcCYs+ zsst?FlgsG^Yvq(%V%4^w!x>4(x*&7nj>f@!YR;@^;)Xdamx9Cwxqs%nw`SHtVl`Iq z!4hAnAT0K<eVMiq!D0j(^*#rcn1hHiWIu znkl57$BOINdioj~KK_dYs1hywRS~I=Mk5a@*dLr{K^iHv;U4T~{Q+zh zZS0TRM4%cwIHyG_6mc(mqU?#WZ7<7QQ>{v(8oP-`SR6Ex14-fPjp5f{hH?eXM;oTl zB54U(v{XT;77-E^u$jd0MHM^Azj%ccsQhkD-rIWx2c~gfUsdOIbe-OjJT!$K>u2XR z^tOj`Lh*F)IJ#|XQjQ*}@Axzts(@Z7TvUqid7 zL5HZtpxDH}yKqL-u`cc6HMEF&d=Wp5pP`~!@dZ4G=b;eSXYhWOV#N3&ewL+bTGUtY z0eq0g9T)5Ha~x4cYrF$Lj}KAts#uR-AQvI2Y`lOg{MvTbN`v4_IL9D9#d)gP7fSx} zQQIJTs}4wmXqYjG9W;pkUG3qjwn$A_nnP8T7BJNwwQJHGuG2WIE?M~)ZG-mXm_u|5 zzvk#FTq7&eCVs=x^(Un0f6Eg6i&DEzKSz4H{GM<@p%@hN$t!sBxVdKSzy^QsZOPc!nC+86?j0L0~6! zdmrzb?ngfkVwn1RGkyIzrq)w@AoXW>5U=0}zE0S0$hQR0nOq;SG=7{q-HK1+PpQ9% zWg$}IQR2F8X_hcWM8&&~KvdBnRGlTL{0#mJQSk~S5S0>y>b??Geg^-QsCZ`( zh$i!Z`eg^-Iw(;+b2X^3pku@36-D1 zFwhXTo7alaS`qelMBI+(S`qViL|sH{h3aot+yTTC_jknH4q{s6@Axo2_W~&t-WnKV zEWC@ca4%!w!}O92z2r^wl8D$xxB^!3EpkZQoe;bulK(dF^2YwYS3?c|}uMA#4X=9%s@*v`>9(=#IFG9OCv%~P++aoQP%TKOAd$6J7day6-Ud*L3 z0ar>}?(#LkrnZ|&6fH4K_Oc=qz848H>r-^}JPHgGO>HBog8jo*Ae9xd;!#jlHl`Rd zG&u}0+zJ~aY^Fh;@tC&+88S>wUrxMBv*keQM8y!UW4M58C^A&umfRdl47s|nn-rGe z=Jd?v5JR|$TLs*}ZHDN1LnvPyi7>Gg-fvfrUyu1gW6n3OVtlE5m%q>aJrVN62wx}m zAhD#VX<^iq^;_JA4WFxHKh&xw9nC)d=$d7lLtoVD!p!F}Mx4LCeW?z0Qv{vN*R%?` zUFV_I@o^6045KaH6dm<*X&WRN%c-^*e(t6+MR_W0L)X6Lsul@D7pt4eL3eSa{C3fC z!EyWe;6i1l=DS_?XT{p3N+H&G6m3Z>mWJ>y?iTP4CWf=PN3XK`pqEeZ2E^3J0o^ar z<9?6f$KD{@jadKGuGH$ro67Sm@q#CjZPOPgj^3v{Zi={FYWLs0WVkmVHn=->Na+VX_FRyXSDU8=T%n&u68<-owz?!5#l5SNY zskXrI?DS-;;Ej3h@ATw+Dmpoz$PZA(#oO8*wRTHigoEg z@1#CE9gho!#Z|4XvD5=PZ^~c+9u-MSH2RT621~SjL9%0fY_>G`Cq~M%zhiXnB_2@D z{p=5X@Eh%USf=rI+iLzzxJ&v!`3_ivuyBIK- eHu%(_U@&7)Hh5&vZ;&K%$iaGTJ;nA!(vgZ=sny2uW-JN%<7Ft0QlJRNuyAgOoPB}8eJGW*zcO5&s~_?n z4`Qxb!LCiDYE|d=8Sd0|(h3fRZ6sVO6L6)p?GrG;j_JZ&6`&{l^L8^ajB^>G0g z8K(QCsl4E(5^@!aSTrk*S)eCgHpF^Wg5Zj41W!A$$9Lx6a9iW zVo|NthxPce_?vfQ+b>qqO^dnBlSm{qNMjhqcRoh&J;R7?ODg1V^>b(SYvWE+SI%+E zvSGONi5fM9H@W3x=yZAo%Fsy7bqVISG z@APEq^kmIhVH@LRx8z)RRtoQ4xg*|4Y4qJ|*G;|G819{)&)Mz~C!%m+u;)wZo-<5j zJAP)g99b&Xrf$;D@w!xEr`u_WWH0SNn!FBqyw4Mv>KQowysND2h??q2BMCoSt@Y1) z%i!ZU4{1oN_>uH010UQ%g*5VphaadiKapId9-&A=0YB5} zU2#JA2Nvz4R`??GaGi2W^ zA=PNq)@uF!-Kf=C_0;1p)%2WD%uzY@H~#?t9Pz%L-DLwiB;g!6XWx7CzTA7?y`TH# z@$dis?H>SM#2*=6GR)+n<7AUYmfNmKrkx!3#>tV?h@6{o9ILfF8p&lvYpdWn)3D6f zc}@jmxHGw6tQbklu(Qbva|=A}4o)sQu4US*$C2D+R2!t({VZAxxu|K9!y+eI6CR%vdIPR&gBf#7D>al9k*Z+k(_ee zsk~*8P-=l8&uNG;9QL%ATv%D!vRcY^b9CNJ3l;kr8q)JTy;vl0(a0G~oXpGce0vo@ zY}sg963LQa5j3Dt$20f@LukdY@?1j`gP!3coimqRhiJXvqnxchBI#jhtbA%Pf`fRr z1_}-_v{i?}cIB%0Bt!ii&zd&LmruL-9N8x8XPaHwCwycs^Bi@SmK|Zbykyx3p2Lw^ zwBRVii9NW1ien6ow{k?Xb(&kRwR-M+UAi;FJMDWy&QssQ=fLi|A{0E2b{%a9dTP;yB!eG`vLGeHF`V3!ZW(GxEv4AUaQ(3y$G8^+ z5_{yQW;_BKPCni#ip*4;`v3bt>0;6cK2?j;7jgB)M_W`*t0SZQA7_Y%7&MKqC*PbB$l$^%5%-IbAD!#x_m*p;5yqswJ+x^nkZlq-Om7X`PiaL%;q_+0NH6M_j zE9rsm%#e7ZjYA!>%6qQ5MJouZpk()=pHJ+F-8(@njZlw$I#mwygw35B7=|88zGRxJ zPI3Y-Na_~Fl%X^g$W&;`Z(Rn7I$5zSGYnV1Xt{R2XyvI&*;YYsnNkInO;kkm$hyAA zD+GFEA>fUBD(d>4N9uYF6jCNCYc~o+vQqOgWm%wYqR4l_V9}XYbO_uc?=tA&pn(Fi zZe%j$0M=NA+f`|WFXBt`6h5088ylxc z6)SBz&s`&9xCSjMODh3-Nhz{nvH=5Ir1@1-e)ZBQbDZJ+#@&8>Cj29evkRzmNK;T)z~H#;A|eDUC#E4r=?O&wTu+ zaD$Y*?@6DBkHV;@;(6#_zwZhjCKY+q2X++>PbR4K0N(9Yy2qZVc2@CIihqw_p9no7 zc73InERtUwyp*S!Vu`2h6;qg$gh#gCPz3K$dZ5XO;iL`gib1KGcFf3zVc(=_^QrvO z9M2VJTDQ|GznvZ-S~u+)>BaNLa`9Nrw3)RH?_m;2+4O)OwG1IR1zdgF$>-Aij42uF zTb@GLF7mpvL+a>p3O6BAv`T%Gj6XE~CBZgKeU$oU`HI>$r_o+|5!39iXvb0N$yNw; ztfBU=G+_8OwGnTU`a1fG$&gCNkwDLh`yx)`Jd~i6>A7TUH&aQO~k~C_Qx{eWsdpOdhb_MR^l?|kt!s|F6 z!Uir3gd0M^yZxc}F?;A9F4LBEOe^RQHU$4ngz0Z+lm5IR4p4t6F#P`Je|Dv{x%Lp3 zXB&cR_}o7W6lWDYMB8jbs42|W@cF+GnE-xE?FEE3$!r?gPsM2!*U1tny$mj$z_kE{sGcA+dsGKV zE-7xfqw@ils>|u=GF+w@F6vT)U3RB41$P8G9zvO2gYzM7K7^Q!=kMd@22_H?>bZ{i z>wyROa>oX)e~81L&z0Omr~4(yJwo^$NfRfT+VC^{oFtZ`Uql(+rFn%k@Lr+6hu>2V z{DFRVX#OkoyDRWje2wGlcmr<|rEgqAAceP5_+|>xsYPS8)I`V#qi6?)E zPd=(ICO(*kM}L&@EGN&yz4Wn`4az#5^Q&*UlD=}l7*acYm%AQUW%v2kjwl%iHbZnlDruG&?D2_> zBsvgHAOeRWV%|v2uw3}BFV8b1v_g+1ha$fnJ^_ zZ=oG-^Gj5IwBQG2cSo45fJ>!au9R;Md1$xjn_|uLC~LW$*3(CAiNHZOLo8ohThA7A zj~KG;@J+WAoKK<$y>X<_$1w8OdvtJ)VP?E};qK0E)s@PKKylAq5wCg8GdW*r6Vyt^ z4_0|l5yAY#Mgmqi0DbAwN$^$mFv>9fZ`BxjjsUB|@NI55U945zwP~`g@L=Hq238^e zo(!!FY1=alEA{>Ugf(C#tWF-y$w$Lx#fxV@L=dJNF|E3>Xrzap7@$9 zD{g9GW5X|M%E+q7t6ixj0kS8n!;s7?C4!vCwHEYvB-Z>|P!f-2Sa-0A-1q~B8Jf6A zI0mpuqc@2D)+|}0;argHnEZ;^XHw{5=}b19h$BH(4?4+X9|C5Y0Ot$N*3tio!WM4R z8CC?Iw7{JveC{x(3wN4XXMhwV4(ACGa+o4%kqkKuoN(xGIGaT%j6n=hs*SspJVf#a zL8r-^BF&|e7Re0R_b6^r%lAp<2r*393!AX>xR}SKJTBu3NsQ!i6{DMA8flDeBBtpj S#Wjr%ji^Sa#&wNxjfr1DJfpV& literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs.class new file mode 100644 index 0000000000000000000000000000000000000000..558a0ac8b611e132f613b3ea187f6d537867d600 GIT binary patch literal 4940 zcmb_gX;U1>8Gd?p*&T+JSU?~y9k!Nm$zFtHJ2p~mgiu%vSQc2aq{PZ-8N;xx6%@yQlkkuczPc z;a~sx_#Xhy;Fkg?O*>m~-KDI#WI4Xf=3UPU2BTs7f3 zdDA~{=6%<@oy4HP!ID|9!r{xdzf4K`CbzA?udC@=L7BDuWp{DPbQX)2%*?oMp}bmy z!&TO9S-5a})v7W5TGjk0eouHXVHS(?wr`E4FpT2{hVV>t0?!JJ?VeVfpp_^ptdUlh zF0xc#HYEeFXa(CYC(yU6I+Db5DV)S91JC0H)*N5*Rgq^}^oKb~?Rj|SJmsQbeeKNKJ9XCA&GBa-#-_8UDKwei>THts8 z*L`9+d3TXDEjyuVfuzbwHDY;VbvD+bCG(!WN^;8Vd{Dd3MI%AE?x-vb>hJVgXt3yEZry+-F)Pp&ytX1#@?^4Tl~`g0Zr0laJBBn@$LmOiIyW~Auim&Dl;hd- z8ZI~wb&u^G z1DV2GxNZ>gD@g!P%V{dSzZdvMbkIAeYMhBjEAYF9zs39%oI3&%T_(+Nn1Q2#EJEL(}vcm1;6!s zp{U0UEv*|-H^FXG&`ql`owL*X!#+jTB|tPgu0MWX?_9rk^vI|-B3{xCA359Hnn-Ki z+DPp29};mro^CkXr>8lV;8?O%=eu~P7>QBR1F5kx&zNpZ?^ElhK7B7X-Im@@dHvp~ zu4^G2hXse5Ih-EV(=EZ`)~Qc_730D-1x{H|K0vuWko(ddln;(3(w%GxmPmI|=w{o) zws%TUx27Mu*b-T+BGDb!o6@Pre@q-zfg4q+sg>rfUqeg-qi$>-@d8a%1&6)x$bTk0 z^80EbKJitM#QQ8PTP~ae`>Vd^o-L3$Jr~Q4Z-v&s^lEs=l{mrO5N9M4Y`fI1rWYoabRfpZ#ej8j%oN2p9(919DYo>Bbul^Y;iZ2ZM11sX^IqAePks zjRQ&cH+j$>#j78$V4Uis7>$t|T{w%0isskR5NK{2J|6oB)9aW~+WwA<4cN*wU@FjX zG@Oq43e(!KfH$ZCXu~C3ChX5BD{h{nD#hqGDXY+yxKgE~Hy-b~`+Mx~iGPGIKY;lN zO98u&SJ)j3JY!~BBbsk09|{2?_j<7mJ5b&m5JPdP7b_@Gm5w5}S*W@*Fd9gG0_Tc& zhTYNo-yZFX62#I_6<~2Me(IxRM$(t$KC6W@l#InSrHtl6?;IBy!)k68JgsYn{xVN1 zU<^0LX0=5vYG~$k^vu*OPgs3pb1BQv&1=#8Qq9s+W>hyVo;Ecj`aCyzTC;dEULe&! zwk0%u1APpkasUcE4Bbx-LV=IL*RPwpHNfC*ja&#qg+Bl<0t_B&Mi&f2TSHnZH^S`C zi-t2ywK@oln~79XC%KNu4o~-Ojdfq-0>l2XRC+o(%dM%jrkf(FnP$q$>P1AyQ`UIK zFbI~CWy#YjY8e`B2}WlZ=Zm_FnO2(i>j|M?J40P!h9~B71kP${ZJv{o8J=#fU=~F^ z#U+tx0v1Fa>I2w;PcV2FH6z1SG%y5`TqM%^f|Vj#&p3#uxJE>6OBych>I-5wp7O(m zJq#_CO`%-83O>nDGsUNMlkjB{Rwhl_nRe37rtBjQmhWe{%BHA41#^q+)v0s#q&G2^X7Om%rPvWp)b9s>^JdM@>S`cBNxKt^C zI0{ceJ42A0$r8OC-J0GA$3b*fp#xC{ClUo9dF3%2-J*0Esz@;TILM$qlIJkDgF$4= z9F?R^LdB6sJ4cS4f}{U`U&tR#`ogEGa16aqU<(DH{S0CIgmHc)L-!b6SH|^hK))Eo z0G_L&3-HqnJM2Zr>6YV~Ib!g6TFY?ENduc2a4bT!k7G#E9(F`sxB~3}SiJufoM2F6 z>lNPq&~NyPkk9-|BgEBnuI!O*gSpD@rRJbhik7{gv$81f#_rVO4( zCi?}+yuLNbI2^?RP2a|gBeHQQh;f{evOfFJ{cnp^!8wMm$}*T0l!=VeD|f2=L1i{G zL0N+XSm$k7!C&y>JU;8_Oy#>3Ocrc3ha+Yt`85h7TM}_37Q`idUdrPIhW5%QKX1;N zsjKD*og2xKYYDy}lQIP_QfAW{vr`={fR`{O$x!fnwKaCJMDVs~opQVK6FRLc+HWr8 zWi4?iWs2;Ln@XS7(sPvQ*m$_S4=z7O9M1VZWiSqD-)6q6Kxe3)<`!9GA?fI8b-Kbg zBPFxZ#Efo~WVVztwzNhrIoQ>yqW#g{$YU++ZO zIk|!JwyYaieh6e34p+uDmC+4LCZEUcPLZiNWhuBycOhvZAA%T8IypnhA^V)vRJtaJ z>v%bUYxp9=vra@eTX6VCa7&`Mj-GjB1DRjHLb*x(xag zR6|iEBL4?ubg!1_>^B$&DoeMZo3loSQrNO0t7zK_zM0K1J7w|LY3GQYGDo!goh8Lz zXIb&5;&q16($s$Qs8E1Z21XW-eYu$P?EqfG8%#fi8!Rf9F z#8a7cf}hYO!$8qn$i8#DE^I&@Iz)lVOQKe&ZIF?Q`hO?W^-&w5c9$&1%f?h%OCMKg z^aEP4pIXuuylpF}`Wtl^?$SGG4^mrA|7vCMrEPM<9Nfebh_r{p_pq}gyo=t;XdG`p zxQb>MdOaNto`d($M(fr8{5M@Hj2}p0e6qr-Q#1u3hPzdJ66$0nEVa?RSYuR z!kGqthkF$xZuI!-yq={VFAaE>acT{x8!N25J^SeCq367N;P(1|HgLba{$Mizx7XjI zX=e=UH}2!5$vV#p5+7xeBwe_VmdQGAov%S@P}vHm-zV;FtkU}hDC@Y20GW$|V+v+T z_e?=t!9|5~Ppnh*T{6iYn)GaMY+NV1DOvFF?yQcb<@rd*(unG%5LjbgztlT|8JaJ( zP^n=>nxNEhEm@aAo1~rXqcLfiq?<;0f>OKmM7^+b(d1S}Fenz6ZE6*6v=$ zV!Yi}@|An|QoP+3sNI*uZTpnik;85~z=0g253_4hrN~2rmc^|J$hQGCpn`=;fEBMZ-w($4dck#ov@Q*#&=BL?a z4YPO9XorQo2M0((N6CY|WN1K`5Vqib^74jkZ#l$ZOUsRa(7X$G@PJxCe*b=j{@j)LaEt0E literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$Companion.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..5982a83e7e55a1940f2fae5e6a1354c75869a736 GIT binary patch literal 1591 zcmbtUOHWfl6#nMk(%Y5_1r&MsLW%+kx1fj$YHHD>T51A>4T)xG$2#u=Gb6&!y!NU5Irv=lPvEXXc#qqSzL!4Y)`YHmCY|$ZZ@H4ba=;i;JA9YB9#<9j#rBRU83#5)bXh8C9x~XI zQ=3V2A(}u04nxGek(wb}_|LnS7!q0pl6&%<2pA?NrwUcycv9`Thk9-(N%#5sksEoM1579`>O4-kn zsmMsIKhkeyqM5G!k5MYbD$ldMjY=j2|E=VPc_1d-w+M4*f ztSD~kVR55tb!B8tO(ha>;u4D8{mAw*(L@*k=ep+ zI>U&-+6lPRhA$lWoWY&8R}YY4l*4&KggML*wTOl}3?1h%*iyEGkQu`mAy*rV>@n&ZaTViRU>a#mY$2v; TtKynQmqt{hTjRRMq{h@Q=2NR- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult.class new file mode 100644 index 0000000000000000000000000000000000000000..b0c95eb9a2f4fbb28644c97939fb1588cbab0493 GIT binary patch literal 7305 zcmbtZ`F~W^760DZ-kXJFGLXO|mNh^&m=JdYC=5X+vNZ#!(5jEgBN;MFoco5wwiuUc z_rTa;Y+7y9&!_!-`cwab{wMv^e(!s4mV_DL6Mo3t<(+fx_ndpqx#!;e z>wh183ScWf6S&*RCZ>wTiG(p>7A%>_6icSlPi#+ZS91r8#awr_H)hIm&e9+Rp4)T6 zIB6tuMqwhc|JVsLV-4?VB+a4#nNVUJ=I+t-{(Wh)lr?hMr;TGdb4x=u8_J&^{rEFnhc+XVP%4G|u6S9Ke$`%WW6Ouop z{29radD?8a_pm_so?>Ytal*8Ym5gjbCX7O%Xc>xLCiazcIi)%^@b>f`jzC8^1V17I zAz993Oev3-a{}T>1TAO{!h@(l#4MGHrM>(};|RpA#}`2iixu?}YErWIN}%UfQAf~$ zrHXr*fX|xDN`ZS9xHkg%+p%BDg`7BXGM~s6EVEQFa*3Vhaf9BMqy?=~Ib+clMrq0{ z(cH>{!4RQ;MPSi{X{GCoNDChkXyxq49Q!Tl>Al{90zncwo+{8sl3UzzcU{*n%#y&` zrpyml+@IJ59={d3+X<32H}b@yrJRv4g2`fj+9=RJ1-372+qfPgx`wD#8vp`9=k&#k$uI^^*h3XT*-MB}^+Wi8$RdiA#Q^mYPqNkR~wu*t3^|?!p zo$Rz#^y=8cWLeAO*}}=!tO8!WUNBS;q$fO}@lyRO9%zG(;wi@{kp24P3&@jq? z=sD7xieNYPgzzx-&N)dPu^RTP@2LXLNQZDxF$gXmFrO+LIqpq+{oYhe z#;m;DkvccerwZz{mD!Bc@EBDxO6G`?Be1@KmYXR6Cfj+bUK@j{VsI|6Z7x}Y<&rUOSO!DSlRxQYE#gr>Lj8cXz!c|CXVr+d z^o(y3;y<%9V>u1AAA z?$x8D4Usln<CuSIxya>g8EuKScUG6}*xfN2j4oA6?*8IM?`Sx>%vsbO z#hqpCQGc|Pbh9%aIUbPYS*Y}c|~w_8vFkG_7a%~_fwW%*8@-WrXLEv{%@n{JE7 zI9)TFOT9R{Badj9j4Kug_I+QuoKXkBCFf|bpislv&u%rca=*WQMB z{yF7)>z-`E+*i&YGfM~6Tal_@iy0$#*x=I{$L?hJd|3yKl94z0WHLwSB9@1lslCRu z%N9&$CklpDR<&;26>+!$m`JKnFiXjtA*IPWK9nw&OBr)lR^f@VTC^nVnrY{@B(aIN zLO-{TuW*Q~7XbDzGw1_sd)UU*YnI*eovQ9z$e!ct)4aJhj`^@dsaHsmW9wtPr0)tA z^>tlBTi?JXwD)beg!ucM_uwjjJBR>Clky-r4{^oATq})hob7Y?(TOgOD9Oe{Z(~m( z^4L9v!;6pDZ?%&c6g=t<^$4fq4)ztC0~8iu+u82(pM3*~4gV7UY8 zW77EG3F{A8gw@h6rV5X@J$5q2@LCKNrh;WtB!UN1DCOB zzNkm*L}{)bJZ8s`_!;WiMm1153HAAKpkfOi{yC0}c{_a=)08q$DWL zkMIys)5dYin5#`aUZGwSTxc)Tzf`boR+6q_-RN9FGPMLq>eb0CV~tAr8zP+78mem38`22P02uv)RQe7=e$vet(v& ziv68^{cpqXyU_m`Ja5A9z0f}k&t3(3fPd%IjDpHR`&B${Q*a#TI9?h1YDgpSYx;lD zMx?E+RV-Yky7xQr1fC=+wYQo|04nLkVc?hx>=U&w{Fv__@G2PBkoBQ|z;_LKFW!LW zJC9a{=pT01=Y0e1{CW{`7G*Vm4QKqM_s^q`&!P8U#94c`G!PC^>9wOQ#v!!vGr&0_}7+BVMPIXq7lKA{Z7k#TeB3+yXb{Wm#PE=~G;U1!gs zrHhcidl^5xil5oZ{thPlF8|p#5$+RA`RD1(%=+zJT4gGJ9>Ko2&pinouwC%SzT`Fs zlxGMH2Q(bi@H(^cB7facF-HGB#GE(Acg@2LSx1*`4xZ}HB=L&tFG)K-mG>s?_*C1G zwBu8ScoMJTHExp5-B8h^v|DD|h1UBR8y^!_@XHS{plqswO#LfvwK^XdL+|qxc#*w# zdCqKP+sm?7bI3ltdv+Kv07q{M7P9R zi9bsWN!%%Mm&Dx?k4QXWbM2NGmbhT|pOKi6cvj*$iRUE@iFYM>CH{h0qSa}Yo&4MS Ef605IlmGw# literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$argsSerializer$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$argsSerializer$1.class new file mode 100644 index 0000000000000000000000000000000000000000..11560312b4bf94de543b96ef8606b9c859cd3f31 GIT binary patch literal 3211 zcmbVOZBr9h6n^d|Bw+~b#fQR=_jT? zqCcRYI@2$0r($hqIt(BCOZqE1eQtJ10+KOxGTD3g>^;wU&bjBFbN~MLkG}v+U|Haj zX&Wo9TQba&<#^I4xE0Hv8k>f>u7^6aB6@3Wl7pIeE5z<5f^Bma#vrP4jmH6H1Twg-e6578%Gzq z+tG=H07JfCn3^g_krdE(Vro@LJ2ljVK|`!*^AHZ}IEWsBZrgFJN_`^)PPT;5izDsO z&?nGYvb-CXEL7~5o=XmwnsO-CR!PIRSl1(|qd3-qD2~&o`bvQdP59K;?29&l6N=y` z0%32-mI9YsOtHO5%^d5Xt(`O%c%Ev)$Z`s9(PrA;usE?Q*`XFq?#^m~Xwe6VAti9! z&kAFCebulX&#E|P*~mFw#df4!kWr)s4i}cJ!pf}c&90Tp_sxpAYH^{!nbbaqv3_9Y z6i6wnQhx+zbqwR2!1)h2iBXISjQ@|g)HwttB97A-Q`>)DAl(dT&q=5fkKv+@3@!;Y z(|TuHcxD^6^Tm7hZmNCdc7D)q4$X5vs}!tC3{0lBb+f!?#V|oRkB%y20z*v?&0e45 z_za&bk0%8tTBrU_z}2Q-!ITR5jTU0J69a*Z9~1_)zh`tF$Z2Kvs+!FRB;QR>fqawW z)lkC5n=IKIEY%Y3d==0|H`&@>jNcV=`;SjKEJ@8yS6T zL)Ut>>OYw7NMhldG@;ej#k928+KB1BTN`7sWH_mfYNKK%k!bJZY%G${Id)9<%=9MW zoOM#t#j%@XLamtYd2lEZ>hm?jqvFx_cj4_HA_|`$+PEb0X#0C5ic!=Tjztr(?H?lt z6y-6V_!c80l*=7{dq1n%JDW#K2S17@0{^7mp9I%UX=NMsHz+pyNcOYq@qQr*SWxEdl4E*nDvsePRtt94yzN-C zYpaV^<)OJ)rX-nn3ubxVWOy0gk5MpdArmMGB}V4I^!Mzch@w}4O%_jC9n$5fi*h=)0RiTMQxiLdZz0ZFN* nMd= z1AYanLa1Vq$~qrKaauAUM^rS6xqbW2?QXpBsnbR!!A_?gXya6DWE8AgLu)FXwkB-v zMg@!rRO&-c-B(*_^Qm%jTRK@45Pt|9>Pw>1ax_LGOg*Ne`6c`ezqUYOFGcPe0_UZ! z__8X!vMRo;o?hug6v!`Yqum{WC-e18ov41NivDt|3mXD&GJ-9yhh{f*)%EA8^Xr{q z=*w5KW%=#Ci0L!RyO%mCEec%B22d^HM;skP4#x!M=7$$u#1Whr$0%k5Mtv}WrEH=4 zaut{;H7p6EJaYuj42vr;sZGbW)LNSCDzhzcVZOd2J2Hr*X$H@?c2vVv7Y0oNrMiuq z!H#lUvD79Bq%qcY8Jh&p(kPN!ks=A_{?E-i?@6zGtdcY$J*Njl6)}gB@8o%b1B6u( zDH;}W5%b=$V}I4H;`sjdd>sPX3c%2mS*Af9`sF$Ok-?<2vghFOJ@Q=7b|HZRuN~*O8O1|NU%*{b?>EeJ0e};D)cs33;xV-x3JAGArgngO wKA||c$qB?5#y9zA!i%C8lL@JOIKdQdF#DUE7zy!9h+83k#qAJPEQeV647h>({Qv*} literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool.class new file mode 100644 index 0000000000000000000000000000000000000000..629e459564dc1828a5843a8de4ff803afdef740b GIT binary patch literal 8565 zcmc&(349dQ8UMe{W@lNJuq=mcM2#g%*d%Pgs*pr$2p|g~u}MTCs7y9PShCrTJF|$| z(r7ESm%Xf&*4kEE@3yD}P&^{l+N!;4FYSHV!``*G^#5jNXLpl{3GJ^x;g@-D-to=% zzVH7X@7t$de((_hXNj2tr>M!;Kqk{4Q~R~Fp~n)LtY-CNE%6pP)}6_u6bOOGn&auA zoYB~}L*1#yQfj(C*3r8|OBhWZIm3P8>^3*@1}W+>Nw?W`-ejft^VJR`E!lp(=~y>) zYI-hZG@acfaN;ZTqrfZRYfh$<#@PZd)J*=Rm8z~a6-lJa$R^YMZX>V!<@406I;a_1 zc9o_lvdJMMlWl4n$QY?)dRI)>vPm_Syh1gSnRIM@m;I{!FH3glB(;u@ro|hD2u|^+ z&D|yjnz}8OQ>L%l+4HQBg-PYqT*R;Y;u3LSVOu8KAKRfBy;(Jx)?;cqoiR-5>#_EX z(Vk1C2&QrqsD1>9D~oDu$Iii6GEFt6)l@8=mSE7630*-@U~Xc&mKdI7(@kT1~3C5fobNa+X)#z!U7@lH4hzv#E&@wGn3L@^P`!pAM^5q1qk^u zpZhbW1s9K23V5YZ{8%7RRwF;}!-)Zu<0P^?MZ*XpfRm@egVzXz$Db*PFskMBDM8G! zdW!^3b0uDI8jk1+Cu<5~9u`YVQ9o

r3v>~oGKUYj&c239%ovEsV6 zG#$080i+>ZFYe1yK$*bYXK|R0u)qtg9iQSf9fJacOO|5=R|U=|`+!}X-WE9Qw~8k9 z3dR3^TWGsdJekb)#}~yAMj{wMR3IGeS-!x==M6_-WU|E2+fqePAkhz&z^LUMx(Bj# zqXjM`Peyq9q(~su)gMWiv2&N5rncSa&X_4gyMT{w)6J4?)PH%3rCG z*D00Psb*fMR9>eTsZ=MgQ{89v%WHw@lUJ1a>{;Z9l5b=?!yAE)7X+TI$Y6DSbA9V( zHlKN`uvOT|#bYZ5E}nDjUTlULJ;q3$(nYepC8nAEhKI za4OjI+&k;ebsDmuQ>y>uapSDQ<(Jf5!|9(?3A9ZLd3rYAFR*G(Ef)x(gJ zn5SAV3bVTP6TdZ%43kKaw<`jyS#RZsb-E$CGJ?kUZTU7 zLwMs85i6+sR3Rs*WM7LQiyW~om8Bne^^#(;(RS9T&@d^6T+gald{YF*oBru=yqev$ zY(6=%ETB&+P&PAWu!%L|e5RMB-z%`#?b#OL3;g?Y(EN07TF1iw0f` z2$ShskCJJNZ;_7Mj7m0NxVfBP&2)uRO)f_9ZG2}KJNRxCF?>Po|DJ$WyD0EV$B-tU zHS3hVp;EhwIbXZYrVOtr0ATZIs z?_CdpRy_={eA84TR0ERbff|Hp>XD^JBr&Z_zil4hJr_B?8_~u`BHD9WW5`Y$Pc%L$ z8b7{!MoWtsEv+rQG#)zhd~7H-7}JJA>4Df-Y&13;)6;|he1A|I($fR!@aqwEGJQI- zWIC?%PSvgZ%u7O;>4d27T@#46?dou0-px9@Qss2Imv5g`Wa#*jz}Y9%r2_Bw&Ny{y zv2NLA>9uP}RpzcVMWkoxRb|;C)pZiRcfqy5ME^9{PpKe^pWv=QvVBZHFY5RiZ_|@k z>-dGhaHno%<+SRS`A){xT$1&+=~-scmN!+ybp@;9m_g$q9VNe)4svF#H8-}#Dn4JY z7NyscM6-?~y;a-veaYHmEaQ}H*C&1RrtZ09+(^N#dnI|@QfJ3E>nx3{a@+DPDqD6O zmk)?4^pWOGAK?Ab*+aefz&O-n%&#ziWD?H&nj-_D#u|NQaP~e%KcYzBH*BA6ig5~K z`~r^}#{}no%dv(C$D|W}t3y8GAp`7l4{-j?nZID_1Ag#tvDr1+)3XmS&$)}oxRjf_ zhgXjA)jaz}_E*C5@$dsIKfr4revIs`*p2(h|AX5?_#N9Yv~w5mdyY;~62e2)01x?y zK5PKJOw~!8#X2?!EKN|~#3on0N{|JPl)br@83~-nP1;NnP=vts3jP*XEBNt`q1~Fl zk6Ty5@$lSVaWNkLGv2xf^FvNHy)x4{F5dA<97U8k$IU1=0H~4V@u8Nd-W*@1g58#< za@?-~P0Y+5V{eYWm_Nq;J=mXAG0{;mK@|!yH&KPr2+IUjsK^cAUCLvWsW=1A;pg}z zenklH@hglU6nt?lQy^zM)~4^5 zExRneKv_k?PdUD4&1L5F-a@G?)#YH+_ZI7J;8a~Xr<9`t+Y1(@QoOH5 zXG{nou4Om51%hd&{<{i)&@6b2@Q$b{}n`EvQ=a zE7icNG|jSF=8d-PojuF{UA6ZZspUIf-PRVQryiF1xcnO`yS7)hmI~KpF`!I=$;WZ6 ziLk&kts8&iUK70ny=ljDg0liIjCV0>_Qa~dR<~0$zEjZteO}RaEqHW1(_OzP`fwnE z9z+Gg!G@y*uKd^P2pkwKGD%#iV=WNxrk22f<8AqyvX%P+FO4@7WN(B|>?a8%JMey> zoG!>hy}T#`yJQD8b408Q4DPMk|nGr5J2@+kCB#I;~EsWa-TEaBSn3xub=&bNP;^lM{FKbn2@CxNW zh(9J?6?pc3foEJ-mTfm5*nwQwF3PITDif~@SVh})3#M>a$2PVJ+#^tr^%Pb#V7iS_k4c2)iU6LxO)r-352X+%oTfysn>yAsLmL-9q zhd_+G=BU=hWk&TjRS>u_-m$(O3!}T?>1>B&5TgG-ko?cOL)*gtr#U%gea2wdt=Wc%xBKc$0t0xx&!DBaXC@y`7Y*e()f?d{Yiu0^qci`w`#f#Kb1 z*n_A>Wh=xNlc5Kp2M~2O^&~`7w;eqr8W<(|ZF%SBk;u-?h%pq87)Ol8rW*8IwcUrCep{YzlGq<)ts+Yfp|Fh!o!>6g#Du?7`yUF3!beqLe3wl(FPf+^pB{bM z1hKKd{aEB9WZo~a<;1c+!F<)OId;L7%X;9syi@kHGR_>5y1#?y!KIcEn+3E>{ixrb?fTCW86$0`3D=BS4@^gQNy ziqc!U#;Mr_8pc}JbwpX3hrM5yeLBe literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$4.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$4.class new file mode 100644 index 0000000000000000000000000000000000000000..cecc07f8823739100826f35f1966114fed6bce07 GIT binary patch literal 4041 zcmcgvTYD2l7=9;7yCn@Yt%ww?M2xge(`+pjkrX79Rsv~@1kj3#n`B6rZgy*SQwpB& z^hdnl!YlL<@bqY}{UQ7deS9aU7Mc>_K`&-@c6Pqg`+f7y?4N)C@;iW|_(ovPF!d$J zDe6X1+McWDowC#muBFRWPui~O*m^3RQs1TvMd_aLqK-XVu{?9xk}20UUC*$+S?Riz zccT*;gb>}CCC9T&TPbrYo@q;0zq(S=P1}=Y+pzR(#a)(mA!C$s1tZy5t(IJ=*m;je zU45oLIyjkWxpSvpa9_Iw&j{}B=fWQlN zi7f!p&?(S4Y1*cDOkis0(fEzG3nn>yQHXu*v@}9q2lR399Bugccz}+yLbScAR`v4a zCCwxfA#_G_mXlu+h%_8%ou2Vz2;B&6gAdyUqC@G%@-0HA@({Yv6GR8X0s(K)bOp{f z(S17ml6BY}&9m+;sS0>Q6kE9^u-&v*oF!S`tO5syHm75F^OQiMMaU2A|C2ITDb7mI zC>WkW*TfZpo{cnlEIWXA>ilE=3#Fnq}RzmSsqJ~d`VaNoNoM`e^Vxz)# zyd^Nad7F~2$|gB5@9OF1@QkP7C4pT<=}pa_o4;^AJvV(hdm(#vdhX=(Nr9b1Eieh; zWgG}1ia~)6%g9NKQKUl{MobmT2*abwu)|v{JJ;sz8N;+HWhwA%s}!() zbc_X&z$*g&Oms}3Z*y8gIEV>l>{aT0kQ+6;){b<>HN4I}P^$=m!!7*SY_cT~NlbR* z2#yNuTc^vkWyzvpWj(`_)2n&8tcp~_8v=UXu&jvZLrh+&QW~tjFYuB)5VTEhHH@S@^sYR7Ni)9#IceBRo8qxwc zhFb2>$32$Xlk;X+1%7)v#@A2Q|LjO?Spr?y7GxpLG7a^rzreFh!@NLOdM5 zXn1dZ4>qgW)i+){G<*<35@%HK9}3)R0JOzHH2F|f{}1WjjF7qk^)?*cK>5DXieh)4 z>V)b*MqE+@KXbBbsu79IS73rC)^6?$uH6j!!rejNZeMK}QN!@s%{{&`5%Z1t#zSHM zp02(?pKq*VEO08QWSQRXNyB#R>m{e+^0GuDv1YZjEqZ~mR;hf{RYF5qVDBTY$O7NC z-n>d{u3}mRS#Dfs)s6c^ZHniQESF@#BtbSgV~e~ehnpcje0lhn214*q5g2Mj-wr7a z*I2xdUajG}z_#Wko8zomv<h&oH3QY{&N-H6$ce<@PZAl&pK^4J5=tf% z8@YoWvCjBC^nTBGfzQ}SYTwX@XZXfdbzN$-6VFmdO=}Rnirgrrbl#;e%1ZVp49&%U zMEpA?3#4ift^#(mB}ab3IKLlS!{J#zcf@0{z#YVY#xXw@MsFcFdRr|Sx&14SFZ7+b zhv`2k=Evvkdl2}G{%JV9|0Fx$CMS2%vLE*mXG^i2VoS3%Vu=%$8N5lq>0LdlD6crD zh!nTG;;1?<3yh$Hs|J3BZ$bGsdJl6)0{wyb9USTp{DAX!aq%`6)PRar10HAsHGsGA zPBqX0EYuAS;9WxIuS1pzr)cgH*C@zlDX$>wjg73~{Wt*`UBl(OFdjD1+ceQj6Uu7} z(ZobGre2zupotEA!TCPUsYn&ttGI!W(T^|r7J!SDx*L9c#Tg&=;A=jM9PK8i{Vpf= z(z!IA$G|0ic|mpiR2Ojx^NTL_BTqYpOYo;5)3}nR^kNz&uBNdBi^48SurHz0h2vt` M#XBx$s)LXI0W&9~O8@`> literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$5.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$5.class new file mode 100644 index 0000000000000000000000000000000000000000..575fcccf10a945326d7b862ab8342a892dbc5d43 GIT binary patch literal 3470 zcmcImU3U{j7=C7xHf=~h1tfqFA=30KTcAZH1ubnVfwaY@En-#NB-3=;&2G$YO7)5h ze~Fh~p+|uu=V-6}A0GaN$7hl>Ei@2N%sD%meP`!=pZDvT`Sb7Jeg|*`+XC~3sc$+? zK{pE0_FO&Zl%<|`EnRMV(soV9)~8ZaYAu;BNcW}}b?mu{<(VZ*PPwk>dWP-IN!R6m zH#!l35Mm;|>3EiDD`if_Gi~YW8(T%)v^`n24NK2d+>*5OX``6U8;RYo)hBBeJLl1; ztIyVF7bnxrAXeeh099^#yAY>quh$G$Cejviza zhBt|;4M_VOP`XXKVkmTzqyI@e^;f}JhF#DXvKunz(Wb!2>x3-;zrd;bju(V3fOdiQ zNz*pHs{&_ZyODl@TZzFHfvr|w(fMWx`S&$L-<9ELEY%uc2pu>SL>oc^esA4$1#Z1* zI0A>FIhKeeRjvghtzZdsnf8{mDeHADa4vQ*!-EG!0`VrgpJ|mDnXMG&q-W#}&tQ#+ zHG!V}9U0&BD7E;Qd>9Ww$fC$6SMBb&>h5^0yW^_6|L&z~I3WWmlI? zGDXhSQ;q3OFMv}5M+?%MURYdMUP{d;?`D=Wx03TS$r*veu_oaNA%b^{2-Tb0-$wA6UOrYCaFFW@Z>{-LKDrG5fq*?S=LKwnu5Q7*I@TH?; z0{sUw5<(ohGREcZXBi}b3j(M28aHKGvS3&l&+ue&J10x3S^^js&~t`mMLZ`mP$tfz z9EfD)8Y3SWsFle;Om+~75qL?Ein zSX^wc=@Jmo!`PV4_J91^#+7#`k#t{~+u}d|p90`Kei@bf7cHN|_>G)XQ?2 zL>s`gKu2mmvotk7og_8vcDPzhgpkB+CuZp0V?N2eYrSk%p8jxzuT04qcrcCW- zVQQs|0ymlz{z2piB~9ED7;nb%t>6T3YwuKQ6u7JJKRp9j4B;w1QqC_4^z8;{AIoXQ zEgx?vni_-}KqlB!6CYjOHr0$Bs^wMOcJB8EckTzZ-bhe8rd1z`cJ3eV==b+)W7?P) z(#CujLcRVy$@QSx&A1(!G;GKIw&+w`9+5ON)JQ|i$`BZ97NeJ)gaMGBPQ2s_CGbP@ z_EB2171PSg^6qs<-N>%hL}XrBF3P+~GHP^f^IO3MR`ZKszoLN<3RoA2?W$=NsQ@-u z6)*of0J42&;}XW>ecH)0Sp8{-bh=`cO(Sc`B{lH7j9IV^ugdmaWZ>N9oKdQ;^`v>> zoUatKvRs#hQnoG2)0W}7k_Ti@(#~0qOM+#^tvh*vV8*GGb8^;Hy2FbV-t>xc#dJ*? zo3d?(6tC{27-Pk@u|@*?hdP#kUZ@j;Z+<>x1gF`y*2@JIlKSI|}6bY0#9<7Pd zjUK*%s(R7KwQo4r5agV+z;~tOdn!?tKK>YIZx8)~fgkz8-`&FJTvLda`E?ur!%v{y8GVFnm;GV?$gemb_Wz9Q4{_rG7i*3VRU;B^I2y)Hq`Ah; zn5!ELW1i}Lb>~0soua9Qy7P0~uVUIaG`xdPN9f+@4l)n1{Je?2hKW9!P>8vSCiJR5 zeKetx(FTw5e#%tpfMeK15jMe8_~yqN%sLDowkXkLr{$`&f^8`hnzl%25sKhRGEGl=a!$;gl%hWH z=5O%TCzns?QecTotB?LDm*3=40u59aEVEW-=Ioi-x7qvK`|p2#{T;xE_)6fGWt*#> zmp84vbbV!Jy^=I@$}#1-FI{DOt~s6@*LzdByj0VE+;eBjj&BzodCl{jNy~9mJZ`&= z?aCZClPc*d-*U4uJ`#cuBAisz7d4cA<*Jj8R-a!q(C4Q9~S7^>STe| zG26BMa{@k7T#`nHk;`nCoole1(q{jP~t-ePwF)!qf$UJ-toXNANBVh4Btz5$r%`I}98a*jW?FG$WX3#&Lm8f4St{ zopUc*wo@)ifxXQvScu>ldcru0-UxOgsyX)a^0OHp!l1y>t%f~=JQLo!?dC&B2!u1< zdM$ZrVeidGOX^7-!7xU`FmYVq(9`rzI*!a+PTFSWSU8{pHwZc(&p6b4I7N@AC{)9f9wMaS9(W!U?0rvM&&dYrYOw ztyP8sUpLR<{|JzcaJ5~)HF~Iqa00)*miYe@pPQ(!ecTmhIDN$ItA)-yu_S~Efwtsq z`r7#HojwPO+&BRGJ!_5Di%MsY;obW@Dj_AT^nhL}-2A#k}#3T(~c zt&}F_37l+JC$>{3gt@0xXfsrm*;oTZ_$0!9;+!@QXGUQyz^22{ zgU|zr@#(2peribmRU3V^|yxwsG6&H--bp zTcg1P#wFuY_^Tex*guOqKB%nC%tCBgt#V?T6esou^5 z+AvD}wLNEQO2uf|7-`xbCN=l8Me{t}!nykij2lCbFn%`J9US}x1Kq)&@bN<=A8@m3 zV?PD+;HHh;xQuD;Xyyut9cr_u!uks z*OT}(i5s|?#3F7b@fmI}GF5R0pD&_S!BWU5WEG|rMinnhKIoDnujNHDv-Pl|hgCf| KiWQ=u;Qk9f7veks literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$2.class new file mode 100644 index 0000000000000000000000000000000000000000..b03242950022c6a26408d6fdeaddfe0c3946ec3f GIT binary patch literal 3548 zcmcguZF5sa6n^$5?JXgcP(Z1oMhNyjw^l`@wb+&-p=pbR7Hbi`Nw(>wH}}TuO)0+2 z@HhPG7ac#TqriwG9lto^Px6EMY+l;f2CD<(OtQOo&+a+TIeXrI`{T!-0lbON1g_hT zwdVT;%PvSSP*%<_ODnHjOKt?xQ;zRh6R8PJo6Z-cnh6rVH(PN7r{v13zVA-iuB#FW z$8#M|=1EMcl&1pQ%gMxu2_Zxzz2*m`YSw-w;4x+0TrXOV7s#?_yH=*6O47@x?P4}> zk2X&0BP$gz7Z8H7F4R}AjHO!vu7alkvfKz7fTwDoleUth>6`YtZBe>wr5zQF4Q#O~ zmHlEVu!>SCabK;6rB?^|K<6DTD@N3qNSFts?v7w#J`^WXIszlfJ3f6q~rpyK0 z6Bzt2wlEPEc)ot)5%w_AE->86Cjaz^COQP7&5tGUdGD4@cKSlL;<$NPZWva3!enhL zr5~{<^Nt)ZWLUIE2FywBd+AI9PR*z>P<0^&}#PuChOoqi4EO`Cc&T@{dHQy53H0rDN(N`yVfg2i#V4*WX95$)1)eI%U~2x#{KD1L z-1G;Th0NvYx%1QK1&;K#U?0Wvcp-x45Rc*jI`_fA34w!kkqk2?6U{gw&>5_j{af?i z1>12eWhrp9l?IDZyo80mM@l?r zd!8S}vyv+n!~;L>`QA{K6x=S!cnw-I=eydAb^1wGb4LGo2a-ELWwdPybR_K|!x0SO zW$N+wWMkqLffu&nrO3BnyP1G7(}eFe0V~IBssZ(sX_unxA;=Xb=J%ZC(q~QbtWG`*0p_NAV1v)%Tgj zj1r&jbjw7t=UeF8BYL27U1||0y90gqP7Cz}UTsxO_JU*L@^-1(@=s+o7fKUXq8P_H zt^8GiLk$DX%D~Rsfz6y}6xT!SObk5;J%H(cO)o+uZa8|yyl>=bx2erLT@jQo zJy>#$K!h%Y4*x7gg7rZZ`Oj4WCUrlTtkrO4v9e4OU~;P}C7XFw`?=qcheNwf(cq0IU`<>y&Dy3#(g>7reB>?~VVJuoPlbaQL7cB%e-FwJ&! zu2Rg(a(!oC#wmDqP%S^vl;_EEwTY25^TBB^=lY8Ip0Bg&=LI4ezf#W03y$X9eWk*t zuqYQD8Jd>dWLJ^?#3(UssP}xHeVCBLnx*N7}&b;L@)+ z@Bl+gUDiE}Jlw>q-#ozSrLHsg@Ww-)4Pl*QH$un%q|6Ypn|PBy2oArKe2e5x&LPBE zjN>@NzlIv;&M6$mS?Z_tovee76Y?ncw7yIOq-l*8c)E>q_X8M9L-#OwHryQ^`~d^q z;qP$qE-rmTV$BBq)K4R7*q|FTNRy`bX6wSbF{d$OgS!UaicL_|JkMxRmv~=u=Y85qtk2!|152`LZgip9*z`>`S z3tTNy(QC^HrSNVFODVjEt{SA}@QQ4gMCS@9K0e*wx%_s{?U literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$1.class new file mode 100644 index 0000000000000000000000000000000000000000..1a15684ed0eaf793edc60dbab1e0a23b0a91e382 GIT binary patch literal 5160 zcmeHL>2nk39e!R(*4k?sYy}7+2@ye!ZP|D&I|gdIq{f({_@c-_3AFB7TFZ-9yRLR+ zOwu;AX`A$*_m$pFkMx>p+Gzunnbz&c{tNxmkNqPurO&%MEU=8j4Efgayt}X7<99s2 zbN$c%{^hR#-iO}_oYYNi*>Uoko;PgI)v`{}&~mP&8Ec+lyQX7nW9c!uH<8O5?xdG+ z?CFx_nJbnt=Q!55Zdq<3r9cRwO)Wc~W!jR6Q}RsPaJ9>;1AnHf6fr zX!2N%QJq-whG~~{$#e8jRg%-XSsd+YKw;BbPffU$qElG$w1VNflues1zY`Lhgal{g znEzKMYUy@fn_akUWIe75^gak+3PJ+=D>t?PO+i>7JZjpecTC`5S5>nuR3GU+Ctz=P ziU2h-#e;hZb(RbhUFq%Ril7;-Dw+@x2zg7UD{$&zi6PLM$kJ?mjwD6(7r1uP8bWN{IuceIo;Fg6Jk+dXMN1|Eqh$GI7|-WASkjZ zaAf`X?UV7_SB~F48NYqBOkXX2`|4?J6~6-An_ZD{TQr#ivaXh{O(#7C`vvyo4R3t* z%Vipf#_ySM9>FKGUN7+yK{ts z0bcRf`~XceUFi#!q2L*TM>fum6^r^+nN$=UCa11$a&E>^6-V%1D!y@W+_5Z%IDJb2 zE!u2Kf}T?(Y*lpp1m!d0`bdPy_*g53@N89(yY>}~2`EdtJ437boS%vGv}7}d=~j$lX2V2tB?b;Ffr8Tl0nZT_Y+#nn z7U-@R5014XL#mmQi5c ztsZE{Y6nO3(MQoj$SDKav>IpnkO*aoB zj)ISGbThS}b+!7=Ou;83xQu0~{564&DnNDBGEi6zvX>3Whma4jvMkFk4w z$Pu?Q>(}(|u4-hditkC)$a&ar;2ef`?LC!)>Ka5T^y><>hDM%$t-QKdilkJrP2 z=1_m2UnB$lO#^CscwgnrDOFM?rmds8?buffPRV84RWqcY=!6t0Su@$Te#F#M)w9+( z&p2s&(I_%2^f$u#ew~@iiRyq6~FgfRmS>oxt|Fe ze{zxZKzx3qWVljKzzL4X4zj{YMWD^rlk7 z149EFYWOIq$#+#3DaMhZgFa^ppe836TA^_#$EGhj<*@Xh(~G8T%I4%lpe1AGSxEh^ zu#Me9c6nM~sqF2X;-}|Ksjy%aD=U$-Z5zdLOLtv^4fM_lJ8L;En*nB$C5PRQS~mDe zQ_|km$odS+GbMgB7L0SIYf^?W+jiKc$d6Wm$0~bidv((;`kB6(m;@BQA$wk+9kLze zuMh{z19yJPnTDW$MoETyZlLWCTw<8=xu?909oWfVAgOkAaPMcF2cUA!8o}QrA}*0g zE7z~z#KH5)KcVwC@&@o?`Q<-%_1wfE?xof-INjU3j-i=hHF!95Xt?P%j$F8b;dP7- zhl7WeSko=MUtqX7)_e;m1zy7eIZJb?CD!tHOulyKKe2GE2xk}1ei$DiHvL3q9v|h+@AoeO@pS9+|yX(Oq%9;1@Smf=Xs7rNERg0mF7B2s!e>yZXu(T&!lm7_MNAd%TRRzMyjU0?7v}Mzz|<$m&I&k*ub9 zUkcQb>{-VrXt2RU>v-uceCl2n9W@pmWFaNyC9=?b59%Nb>0}Ci$@P7lNtXon(yrgf z55g^&O`Pe5PkGXW=$6Y*uPtzA)zKCENpGo7hX?zZ^r12^~pT-yP#f$vU0ltLm l7ooWLvWu^{_^OMqx%j$^HJ7pSThiJ=Z}}0&kNwj>`5*WF*^2-G literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$2.class new file mode 100644 index 0000000000000000000000000000000000000000..e2801e7191b52b23af0cbf0054db690cc0267167 GIT binary patch literal 3829 zcmcImYjYdb8Gg=6_S&)>+ag>XLLxw5`4X*SQ*JhCZO3UuWI0%NATcdnNyqZqt6ia8 zIS$vfTw7=nzu8->TYj z&2{ZX)3&|Dv<@MJk==29+j0~Wx9(ex^o;G@ieWjvtU0D_6hZo6K&TyQV>1Y$I!V{@lcw z*#or6Kv1>jR;s>Hk)B66#&YwWP!y5q>^trbyHa|cd9AVHl4Duz?0H+ z)TxFd4dO~+TNZuN1g7rAVLHMBCt4@&;4~e*0=;vVWBF$U9#0;k?Ckg@0q3w?G^txC z?mbIrvl5s{W)9aYiarcP(1WNz*x#}|f%89=8Uh1}B13IU6)}PMVd@ABTF$P!BU>3P z@MQ8}M8^-31X5jif3GOc%0j)oEPbtnQ9wNK)X4 zzg2Uut~dlKyIzw5_jmL9r6?va8NoQF1VY(FS|D~X5>cdJC}CV4XbDpop<`MgqO!qt zh;q|WJf&2f!7nKP`{<$L8M6MakTZlevtUad&oPGr|JgRnyMbkkZZKCCF}NYqxhC*n zrx|T7v*TBy#N;y(%;A>;PXzqBW9fpsXE|jZ^VGiJ?zNDHfk|HJ3_u%!qFBV)2o|s; zaI(V$Dp)q{yl?t)X|E`&N^u>(7BGqgytwbi$7&2oMUKS_a+ApwA8S^^Sp2HxZ^Z)? z>_g@U@yV;~DYN2LDPM@-JhIevt|UFbRxc`i8f@2w3Ix5=w`tk*sVoT$HzODzH&^w9 z(!^#l^fpxxxSH$=3HNkK90usKo$hR5x4{2@0?9w_dI~K38E>a9CaR$IM_4Ze>~_7Z z^IFmI3ImnN<=5tOi%g~3)s;32>4h(5RRkPJNG*s#| zD^#n_2)x)?H?2?{tn`DFF6Ie5)$L9@OdTCWq4pgd&LXTn9$PN^rOR}V~@o8V!bh~FO=?y4aEjy{V_e=``<5nwLU%FlMbJcD9-fhz?|v0 z&b5kL_gIWnVIm08p}8h7+O{ib?{aR&*_5h~)7^Y~w|+s#n*#TBX)Oi5>|SY#TcK{* zC0T2?fvQ7YXp(qe$y!C0EaF;F;N5$sX%_gM)cuhHqIetcu-$62xr_I7TxSB^eWQ*) zu;)=-r$F-VTfgf~b$q}>s!LTbx5PY+WnF^!C9`I!TWU=W0{wZb?3jMzIvphL7k8G; zYHMvM%bq<~uM}jhMTuq{N7fc?)AJ-dkD(=}XuBR^oyolA5~m}1w_YpCbC%*gx>{!= zT#=V7&!Vt-$8mYFsH+fZ7DEqHOy?Ww-Uo)Eu4I0N`4DWl@-b%yLXAE8MDOG+4Bj9~ z;Ex<1Xp(URL;M0+4P%6Bf8tz2gmWSezZH`&$V9PSx{b$Qp7;mG{>BgfW}2_Ycy#hM zPI2w@K4zAuZsO^EJexbUkLPdWSGRHQtFLkXa_q%hSpE;UhwurV0y@TSZU0!d3fVnB)LgG literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$3.class new file mode 100644 index 0000000000000000000000000000000000000000..4f37a8760f1f62aca5a650c7ba8fd316801765b3 GIT binary patch literal 3707 zcmcImYf~Fl7=F$su#koV>BUknjT#FLkWImBiB(FejSWy6pjNzXl0(?C*^N0HiubDj z!5`p9KWRtXj-64)kNzmf=OiJeB`q?e$?Unj=bZO``|I!Deh2V6z7x1$JJ!1Imo2+2 zy+Bz-zb37caxJ+TNKZMwXH93P_1SExEY+nT;d^s+H*l)1T=ac+#&%tmm^2}TxRzV@ z1K06162Bfeo>bQLjf&-XfvkD9Yvt>zD!o$9t`ti4)b?$CWwq`V0}@l#h1O~^lk3D< zgG~}3%FSS#wVCGjoULRV>t)-iWkz$??G4)^FRqnyRFFxYo!SK(Z4;{2{7N;jDpD!Z zvF4g{Ld%)Zf=->~f1B+cLTdVsSGTnUnem5d?iYW9W!Lt~)P)t5IB%1(kWc2Z7UGpiyeVJ$J_ANWy{wEPL4DkVy8t?I^cdFe9p^4 zy*wuayJQD8eL}1X^zV$$)OtXu%g^CQJqWTaD*TF#NKffVPc%cRiN>T;2dQk^=-?n3EDfql+)p41TWl3P*p=8BV zGod+g=}Fy976fjLbd0Bc<>I~a=2Qn~5Tf@#p#1NuKwHB9rwHs1eFt4=>-I+Il^5@O zo;KC5 z83#snQsC_lLAE=dc0)RdC-7pY%CQ$aCa&JEbnPHf*3OD-;#w55xS)k!5g6Q#h8>yI zsBDDT5gB?AdH}P|x?Y4R>ZYSt%mzk@dRyGOc`UMZGhz(HBgQeK@#$@IIk0u}cuy=G zGtx#{B#m@v;@N@l@uy=wvF@1B6H1F%f2=Ro8#B|!pFeaPJ>6-M?z$M!xT)0x8Qb%{ zPb+?1F>c93vTdY2-BMs^Te5b;HScG=RjFe>-ATKTtIH->Hx6}Z_5^d7y$D#da>^Zl}2bL;~9XFUk?=AE)<2aU4T#}ZLopR=p2 zv;G{r==pl3AZsm1H0yb?Hsjh#Nmls&S+D5&iWPwFyyi2dNAiBXR+JYUjeF=yovmp_ zE<4I0v1!lqS%Y+=jWoldi!NqzhOV!`0Cef&F3gYVh9{qKWg*nKV(E|m>!1oa9j^hDr)R0g{ScWRrKKsLRoy2#m8CLC}dGY eDGQ0!6}Fv3wzdLO!BM!bu&$6-cvE3o!Tkp}iXxc+ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$4.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$4.class new file mode 100644 index 0000000000000000000000000000000000000000..c61cdba1ad8eba36ea7c15f94d0076ee3894f53d GIT binary patch literal 4050 zcmcgvTU#4N7=9-SEQDABt+iCqXk&p8vPiLNL#vd6jSWxST@AS?$?>G7N_aA=-a1vh#Oc|!WH z^pfLQrmd7XWzV#wt6y0u>Za|m3_Q zH*>AxCJj*Ks#kYyqWXE-aAh)m#aJ3U;>4K>Rpr?~9tMd`ZKqEA=fQ58j0 zg^@hfaA{KjO1Ej34dva~P*uBS*aiJG<)mRNsfx+U;B5Aa%y}FWi0=gq4FQ2iYZBW4 zqM=owb=sON;Gz%@?WUz3@&=%L!E>nYdUtYnaV?GLuU{z2nz(fMbi~H+d%c7 zokQkbM>NMgx1>tgP2O+kj=%$^z2Yp%+Tj#9+P@Y4fvrOVi6)``>Aatj*>Yi8dPd&x z47w&R3v_O#lf;t8QOi#@y2XykhhPZ$EsA_{6@E%6eo9nvNiYnV;HD-T{FK*s2m^?z#294QHS=@QC3`9(LjwD}#gcP%)+PyC<&qS5uo?8s7ahYv zB=D4gKOG$w=-#>=AsoY~GWIm}{+ROiYq=>fE6w zNue)et{vx*3E?0fQt}rBe9KJu<9}}_l=O&djtRW&pj)sQM! zHgZeT#&YeuGtGY%Gv#7dmTDuRlx@q>gk`v{Zv9 z^!3b@d8IGPi>7PRz_@KYtV`<82Znj}T9`%}REDy817WDb%6C{@^Eme*XMD&az&E*$ z{WbPZQ9{XtVuQD_FV-5ri>`0@EpUTvq&kOg?B^F()pV)e0X#?@RjomEDgL9>8du$+ zFUm^hd-Tu5zC-+Le(*P5eQ_0Vh);6xdyH`Y_&T1Q=6hc}77N@){0E%!V`1nk1cz>_ zC4)Eb;f00n(|0lX3&s5Sh;1hVztKMpFFkRF4e&7s57M$9w-Dzu&gU$j6rUTMQ?bMe z%M@Ou-}J5)Rg`z2vqXxFplGay%K{^4;i}$y@GU6chVEkKM4%@Szm4NPfp0N?2N!R0 zK^3T2CE(r$P`!8suT}!>#X`+sFJ2>L{u*TI@Hov~;+i#TnWnsgtSdISjyK{2WN004 z-GOnxiLQo;E}BqYQ-~%;D=~G^#3)U);1iA?W=}<`&|bxLyxZE2_u2aZJ@}NP0k~MH zx#P!Y9Pv@+bG{4g9U`_pE(ac_lPNrc-blieb6B6gn}Q+0?gn)zqz`Iz`5E-AY|fwGbC`n>_CjjbY@!*ce8T;T`YB3+xOd z#4zS(>&u=ejCO`->mx9HJK*aw$tLF-W`S244wG*@RVTH&tLdl;UpL8Mb#B_!g-8wl zU%pX9(8N##QFpVLQNsKY{>~%6jXu_}z=Q6{|fkuqH;N?<-s|<+&ZU19Y9K;(D zwBZm#(Ah8q!`&BJ^?GuGf~7N&w@Z{kGRhd@`>Dxrz_7OME$$@>!|8#&4jSA`Vi?>T zmXvlCgHk&$RC;7@I_HFOoZ(23JJX9xi!008Li$d2C3`)+Fq58PI5gnHK8knH7s1ZLDPIB=`gl15rbF^2I7RGeYx+s%5- zG^z7lvCi7(s1i}ymDtXMW6Bsi5p1VzWk?wdoC(E($CRte)ySXUhuY+2a$DzwZrRrT zlI;qDcaqZ6T7K%)n&FC{D_&L%pKC@Kk_{tUeDVxx%FyfRbC3kxbSq zgZ@-47y&pd(LY~PFe#gL_|^R|!76%U{!FnGqMC;N2TTKjY*NwWCzbc7KP4pJ0&ohUZ8Az~~d4efSjTZ}wb# zj7z`MsQ?@rgHVpg;L@zC#Wz pt|26#3*-dy0&@Z>L6tCST$?O0C literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$2.class new file mode 100644 index 0000000000000000000000000000000000000000..7108d59733848675948500061f3c071c5e2eba21 GIT binary patch literal 3474 zcmb_eTXR!Y6#n)}+EYR(p5FyZePN|AWE7+DIfwV=^7HbtaNp{miPtK{?C#5LP z@FRTj)fXL~&{1GyMmoMY>Y%eDhLneg4pXp^kAXPK>%K?um>&9x)a=bv6JlnN0Wwj!`eA+H% z^Y(E4v_7&}_HqH0P}aHH>dldKGnFgqQvg}61$C9jtJ^VK$>EulmR6K`#}4FlIanzN z8Y-^z-1L+&~s%=qa*GfAo80kGde0sQwbZxI-O=oY&TtJ*a|9`R3L|EWp z?Zz|gG|?(B*v!`FJ&%btfoS6+2z=e$)Mc7Yw(PihS*klszwuZV)#$DbN0sEFOM|V8 zG4y0*UU_ z*2kjQh20UfV2?mJSaOuW^=Df3a&m&fvOSUWi_9P$WdiZ7)D+m^c&q-htR;%TvF^e-AE=-C{WOuLf9)Xpi3k6c?`3{1Qxu&*G4@#)LcvooowiEEkJ%%zE`vlC|p_H;L4 zAH_i&ir{s`qu7D=Z7^_HU}sHawKQnP34!)tspQ|B_RiUkTP{g~z0E9`i{co%A~=ff zD0U*IIrcJBDrs2BxT&)1Uh-*zEKRKC&q}UT5D)yg=X(Pc zQgCZU#;d9&bH1zNSQnOLEwS5>d`hW|_DzAIq+?_-f&m<-9ZyyS6K@I}daPcGd<(Xl z30Pzr^m|*t%GuP93U!rOGK;c{N-nb4#=ELd+ZDg*1WWOafNsM(5uDH>4JQyV6Z)FV zRqU~}YWXoS!rZ8G5xCtv*|)5Zn}cVosB97t0$;tL_?K6no2aE9up`1)8fEI$qH~s| z#KgEjTWTsZGdeXs!7Qtrtck->OyJx$oW%!G9KfskKI@aQ!Y4V=v_x#_V|{x_0|w27 zCh_0o4W52%*4#}ffw!8qiLKNzap`dr+K4-4HMT$#m!mk1GurqWfn9Y6P0GN|+kwqm zW)xRLoF)tnga%+CU)GBdiEEBtv7#G!`fYsuPDjLOGa^Q8{Z52GV?WnzdUwD$FAhiA z*6+l`e$i_T8i&JeA{OE*Jk%O%AvttD^4oWGynPTW3XGqrCO{jy?55LAwGI~u!I zwaK$GG;_}LdgxO#j6kw(c7vCm7+}uIY`M_j6S2rL*f=*OmzlXjw>XD?HW|UXFN*x< zDhej`43@0Cm|}G*$s`p_ZuFaEBd^K~);MIbZZ#ds1iopWjW5von-3{NFJlDw3?=s7 zaX-(l(2@38C+F;vV`n*FYQVH)In6Ck+AFpF&NN5Jsd6zZOEt{4j8pLJpwd{PDbJIo z%77y2=$#W@&h-^5Ip1f=&kIB{ez}yB=N!$u^KzL3Us29E%Av4P-99SApTcp*d<%oh z_eaK$Jk4a9XHs0B>CB{Rv0DuN=i-^;3a+`W~Q%w7$vy`QNeQAqM6lyljL@OLx{7@#&ME=t!kW@qu7m8v`^bRR#Q4o zm4}Jb_OcL=rY)Z3=@x!FAHtX)xR0?@;m&aX&*)8CL&`rOfCfyX%MA>Vp@?&!{4-sO4M z@jw3am%jq|Abu-wS~F71wp~bR1>JI;RL(Bxsk~#R^fgzv9K*I!W0^6zH<2&s&ZL{L zt?9Dq8Y`wgXWQni?(oe?q!kDuj!iAwu4!13j9qpOOLtONR*Naaa`lp>nW=2qS<$Wh zlvZ5GYa_MO^2lP@%DH6cq)t_5L!(oE!g+#{0ZFd8HQ~l9uO~D|ADOzMt!gQ9H&auF zfzJsI_F7=+0~}Sp>~!RndfqK*(J(9Dx@fpCAIQiJV=eOG|GMh;Jv5K$~H$ z+RJ*?p9P-p-fY#L%}WCPKC~YQk(2sDxiGD}T3&NC`h{2&*x49^{mU*_O%8*DNC=87 ziX1sFp8I7y_gCV%U&eDktOMNmCB=CV21n@j{uClLW z7|EntV28U@vag=8PHBc&F6jch{ct}YK@z8mD5Z!?%MIL66;Y>?}{(z zi}d_>S0zll;#UoKDPGTf&G^_uT4kkU7nqQw0bf#a0hg$NL2TPA($?z<%@<3^6qHyr zOqwy{WGu(ktel=OR%!GGtt z?ckFMBeA$io;kw5+job)laNT6Qojv=E7eHB66;0*lt-{-t;1Qo3A@J|V z!~A_}0epdZbWl}003T(g-?gaBMoi?b)zo*6rCR~5*qoWk&W+8CGql@kks>!4DW5{A z1uJkOh~f!(zf8YfNedkD6>nR+$=ghRft4Ya*mo7X4Gv#zXMEHXIOLatwi8Fer#JeX zdiXl2#_mnQXCt_RWvTpifsPtL4K*}STn)104akR(53t%S%Sn)`t{HO1DiFvMx7qdU zd)4*pYG7|b4YbEAzjDs8e!YGD`o3qP&Czf)&>S2HM0ZBpqAgKnAo%vJaG*If5Eu~2 zz(CWW+8*9lJ#$)>l!7_g&MLOhbvTZzy>8Pf0z0IDnGuEPB zVx}1IL;X?Rnu6~zYxp+#0=N9*QPNu|8)jZF)f#g7wQ!=c#7;pk74^Kqv|UdF{ypm; z)4)~&ze@%Yd=K9jNY*fUpts7}_YFa6TGh<5E<_vxe-I?wiJe(d*t49Zpb`JKX)5C*@2R9V)a8Q%)vo=zYV~09D-V{MiPB0!q<943i zTXf21K4B1`H$%jBo)+n$JdhJ~si+yf+T3e~^?VRE_OrEybp z9G$)J&Iv1L+74?u!+*(U^P*Oae#(%vclmh$BWSkFufd{z-f#@cFlJdcn+*9iD)3Zw zFT+o}hj%f+oYTa}Rrm|pyaMfzeI?&Q9L(w5`7viH1idp#GTeI`ZGYgBz)$$xQ(49i z?Bp9rsvRBN`zhxEsGKvg^PNP*WfE!S`i(p2ypa48x_&Qj0IyVjyyvdoJ2=R_^g4#7 z`})>#cxG4)9tj;BZn}pTF5brQI!1@X!6Qnn=`KDjFx(t#zKc@=H*rADGF)njwfr5E zH}C%|7LK*t#hCyu{O?7)c$}vT zJjco*s|e{zbDbmACjQ3mA#m~FZCJyhSg7yMNXJ5dg!>j&-{fY+fJu*BtZu*J^@mtfqNi3e=J8UB_o=u%UzNc=auO?qL=kbrv0DAtmM| zvPgLz)Ik=~$rSv8>neApO9FfGOFl#RE`CsDAH*%L1n7Ccq7MI0dX;}|$t?TWQn*jj z!>IB w8GHp_y~GcHd<{1)L2>YP2j6h;O$Xm{@NEZc4&&oDq_u-S@I#K9-svCx7pZR4KmY&$ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$2.class new file mode 100644 index 0000000000000000000000000000000000000000..2b9f1a1f901100fa5a114d709af754e27f1ab5eb GIT binary patch literal 3763 zcmcImYgZfB72S6v7!bmM;-rzEa!t%zBV#wM4Rr%pt`!S#kRh?jYb0I7z-R`~j4OZVP6_i^?)=k9avfByH6e**X^ zJ`=cZTE?d9Rt&QuoxnFrt|yJMZyRzakdAM;jxm#)QFGaHMfx{_LD!kD*@3lX%UiB% zFG-(Y{@|nzA;hKprW@FnqmFTFf#pcw*x0TbmJ>+NF>Rwz^S7i^&YRU@*__&2t(L6S zoKiq_zHzNNx-gv&16K!11w3*m*aJ7$_?$I;**f*6X?fFQ`3-a1G>FAE@|GV=k6xKN zAR7x+B%N)`bDb(}H8M?G zNOj?2aYL2@$^^#0jq7wo1x_`0Ji~oDIt4nXEyoJ32%H^01nktvion)kt7uYKP`=BJ zq18&|;BfA6WN~z%Cx#Bh1){;aXaRpw=2md(KAy%1{xeeE1fZw8dw{8{|b6M~RMmA_J*&uPWy zbc4@n#pg7mlWy@j-G0`y`7AJU@IsQup2e(C@{L?;cq7npO5l}>4CWS>7ME}37P21{ zmJ2tt3sRWk3>}jKF?AnYhul9O z$3+G80)9mOPiGSyKW<+-8ONo@(#ub?vz7n$y{2PYpv&}R_HNCj@k1eo9K<|wCyp!l zS&Yg14T0AVM(C-lH0$nIPDRHoK^EPeW(H!YhVQh8WG^$taTVDZ=5S5m^nQ-Y*|w~h zb|EkWncXSLEkzO?*9DA{Y1^s5O$~W0164VcD#|rpxYSUC9Yd*mR7Q<*nX5zNpZU4qdKiRV>yLf&PYnTDe`#u30uqjVuf3 zg9?;Qu5>og2;3VE%^BaSq8ygc_`Q{~5Mxy&yJMu)JNvX+ zW)0GDhw;fR6mHEd%w^jGt0t%7co*+=V-@emk-$r8|AzwF)_H-~Lrpp~Xlgf!tZiLj zt#~eSh0yJwNZ?{v0Xz(jj>>*YXc59U+Mf$LtT>jjqKw}Z7}&e{ZN)&VZb$fZ(^Ml= z1E$SQHHgsE9ZQXv&a^W9wzT`;L~Qp#OzZE7X|HPaAv>)GuSNUt$JQii|17}IsUVKu;sIYbb8eY+Es=MbTvtrbGK+j^t45%^U{xG5 zs29Fo=Ht@lyt&n!>&x@Cy-=$brPq|ibB-guIotGo$yY*O)+yPp&veWCwC*xP#tLrD zE6Hn?Iy<>kEr02If$~{L0{bcUm!lKO=wr-0#?Qa_3c1^f8;`K?FK&zA z_iUrkPMpIZI66W}1W#DApRnjXsRO-8)x$WBMcgE?3_-nxC9b+ekOhvEz4J{oQaFoS zw3$>@wB>pQf0?Tl{Nz{AZcjYI?aR?*bo}o)pN#$$A3TKl1t%L`8Lc0eYwlTGLbW+^+x)jE?PMeVo3S*u};}*k4yM&{8o#6$&voQH4Nzc^$4~uHJ$)t#0c9=fv2b=W^UlnBf1h{${^$2U09?Wk0@n;vUw53M zZWN{Mxq99yOTFM)y4>=l?V66QPoyT)-gKcT-5Xx7W6xGB&)l%&g5y~8(&ftS9ScDS zQA)2no@LsKjZ^VVTe|w%W=S_~PnK=N(z6wJL)wM3QOXsJ@txD^$V$b|dlcvDGxgb6 zGVP~aRZ$8c%Pnt5xyjn{s^Q88*PDh}P7bBlj7>wQE|#7)T`xI!d3+yj$XAfGH_ftR zmuR~_FZ0sel!aZB$1n4L$ACTNDosqgVkldZBQHvSb4gV*EWu*mHfwtbfQ(_sYNDIUcQb?fPv^Sk~S+4{Um|75AWy7 zYD(rR#aZbY1;aC#7h*-AV{hHY*F91#ekMP9LQrK<;+L;tKwM!!yoLdBg#mF!C*Ht- z_+DNw#{hwW{Rzq1FPlV?ysM`g(;Hq0Ck2iar8hY@KexD$%1qzME@p2|XQrm71P=H6 zI3j`=PKR*{?+Y|pMoubwQW5mxgH~ubOPlNBYpA4z^a~vFR?E)aIeW%1tx8!6bo=>z zDS|-^g)x9(fk3)9ArRdkiwNS-l`w9%)rBdX31L(qtn$IJi5H_0oL8!j;X}%Q9)Uvm zNZ{0NIj1a377Z)w8J?Wp%F7LvPa%9Fpyv(Cig`|~uS}FJ$-Y=lt}r&SzFH#n#qOHk zYODc1Enw)MGcK!KUu4OsTDTO(MX;*F$%1sfawV@yynQFNloh<*vSM1qYFQBId;z?; z8|qb>Sj?s7nhFAU`+aNbwNUyX93A&b1|d$o1<9}0AABwRKib2a3i9!fig;_7nR;zE zQx^&AAzWvaQ2ocHS~2dNXnt=%5jC>&Sc+qFZu9lSKE???b!E9PQ_&{ zQ;GAwK{_B+1$uUDY&_I5PRd@93K0^1e*UlC9RmAGx9>Ai;DLY9Dt@_&X%%F7=SipD zn^$Wj_6=Ds$%09UY+!}|3ucs9@iK*9Q9uL^Huz+ibP8-1(X>MtUNXw2k>itB4FauM zvuGP$wVSjPx%2C@#zuXwBh6=Trc%nua-9-M*|scCT88UNw%(3uJ8wBIfteY#>JVwe zS*KFY%NbMg?wPOf1zD0yrfX8zgl#))4eDi#1T(UUQ4aAJs_g-tP#uY@AU{?-cgmdU z2vpC62AhW-qy1-+1YC|sYGfQj2Uj4gPIPh4<6J|SbCx~Viph^;qSz*%;LNSTU(xpy z7yKKn{Zz-pLr*Zmy>r_bn;m|H3)}cOGxG2$F5ZqNALG+Mc`ASk#~`%h-Pq*p5GesX zqdCto%1`Mv$o+oGzk&(sp$xr>NuHwgx~?&5Hbui&k*Yd*Lg~23Gfn*Mc?#|J$YZ1~ z277|Tzu{a@@E6QI!sidUSuW0v<7 zhpxe)ZG16IgGaXU)rL?t^86&gILp#1Wb{(5pr;zE)skBkEALXBqfOO& zCr2}0##Ifa0*YL98^%r4KF{lpOl5BCE4oJQrj{`rcXYs0jI>savTc>eN96A7tXYFAZxb#OL!TjpJk2_$v{OArBpBlR8I zKodl(K=w%X| zfh0<3jpa-`za$WCsP+!ga4L)rgxlf69)Vb2y0Ls4rzt#)Hgty2f`~xCT{IklOP&b7 zl=%W3vAkX4xmD@A$^PvO64+x{EB2DCA6kJEeOp7&zja6;>EY}%Ja9qgD#dB(>IL1^ zc|gQ1fzHiDlU#B+YWm4jPuVf}5Dr1RMTt+o%3MjsT*(@9CFzDt5}9O^xssa&ZqHl- z{acSG8LMoN|MHHOZgwxbK^zx2P?YY(?A+|NtLd4^o7rpGE0Z%9CNBu=>+?V(j5l#2 zgcy1ST1-7BP1>IhqaSgV90PQ`uD-^lO39$WUU#u<-6jhC)c< zEdhTfHYCu!H6US}#E4S%HswCcjzPS$6WI(0@hJ?z-3(i4ajMmul@X9bRK z&}7;)Wl=Y?uI|do)x2C*=^4a(0$N@-&8TZfd&{gcCD|Lz$y7VAfAB7}2blsepvx+M^)+1}(dCSx$B^qEY+$cC9UHV+~#aIeqvRPMGg z?M%vBVHNoO-%;*eTmPe?=$Q;{Xb&+Zrx}oX{$FD?3u0EFEj^RHIzBToNeXH(iJBy( zet@}lTtPOB19(;Kzb4>YX7ZnUxtOTk!>Tz+vi(Pyy)`Hv?g@-|)t#MEB#4hUPGd8# z9c}Z)BZyDKNa3<_{xgC54S=>OL!-~-_x~FBtyrnsP*=m`O$ESLT2Wl@Q;kp!$dXH{ z<7aeM4b>yL`3em6$oks8(E3`)7wHK34*F`{sOm=6*ADxJMBF#z8xBYOhugXX-M*og zp}@tE+RH$9jOvzc-7VP_hZiR*8S%`U9S(xPkXLwLRF{J&lbk#+&jR0iA8I8pS24_j zEH^H?>K1;!HpIFl%OzPbNSsYB*(M88{hn^_LO~cVDgy0UqiE@FwIT&3>;el@cg7}B zU)Rfqp5sq}YIttR=lP{+eYyVKnc>gCOr?~Q<@!iCZCSEBVd{<}S=u`%t-NVFq-$oy zqFoROW$j8iFQ*J8@6cR@ckhzCZa4-Nj9Zq?f}#EwFvNqNPMsM0^_w8R{;n4qy`>inDeLBaeA8Xy@_}{@BoRQ zG3Lko;CBcO-d9To?mxk~`R?v|`EieJCjx)cz923gyTAtcf`bRB*^j44@EPZG zkx!aW!3}^pnC8jZd4uZ!F*j|4?ZGf{yJot$T-z4aE*d&n)?-GUGaf+ ze3Bp_gX_5Y5c=~fx|%Aws6tuIO;j;b^{I<0MyR3%UvfOeS>>rh`zy8qI9REx_v34h z_;48C@Lgo@AhA5;aNso>mB#DnS>VhO)f`n#)FHfYI5>tpWQKN literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$1.class new file mode 100644 index 0000000000000000000000000000000000000000..5385ac4c06b25385a490be0f6ff924cb16dc2be8 GIT binary patch literal 3478 zcmb_e+jkR182`;CZQ3-np#oAw8zInpw&hkO73?LIrD=;zT7;^&*-X=IH@h*jTZ;O? zn}36^K6!jXj{-+LT7C47^7u`%X#-v80n9m>o%v?I`}LoHfBOT#2l$#{SvS>9$0@0L ziQBGF4X4W0qOerH?Q&a~j;&5=lkzT8EO9aCCLKHH83q?(&9jn8)3!{T7YV8f%@(e1 z8$3A{0b?wh-E>^Kl{6jCrDsCj*ea{0?eeOvTWZb|6>b-^dbv>4(~Z~i$(m;yF7X!X ztiL-ykqwfxCN(i2lG|=W(&_qfN*6pGh{f$Kv+CGo(n`(gYdr5bR&t38&vGa7`T8b( zWmlpm`6X%7_H-%S#7K5S-_lh}w@d02k>I*5vG#zAg$-`F1Y;O}8CygUW_ZWPc#b_H zXk{1;vdN3Q7eO0Ctl3!%-}MI?Ns=jerd8zChGAt0Ow~b}bYhtoP2D9U`=VC)nnen$ zbJLbCM0((L>BbO62Sbac7r4d1G=@+%Im*zz-^dKD6Q*stR~SzBHw1c)=h6c!49R}& z;Ab%$#v4(z;0Qz5T{i{8&F5e2@xEK-#Nyl)=w6~m1?&lH1+5Y`@ z8Q2eE7}y_;l$BMJ65bFh`PSdgxe=UXI9B5B^y1Rua$Z}=+{rEHZe$i_GBXTE`UA+v z@D6&TcpHfr4xzIh3QjR}`7G<%B?%`PI^FfEb9d36)lJK*a)zTp8mz={7JX5iL4OQg zh)art4C6t;|AN#``gJRUVTLpNE$~!rnsT;HyA(l+AzE;@{q!bN^xtk)xsmoUjAASb z73Uaw_X>b!S-hlMIhV2|vu*H-bZrC|7*s>Itc2?%`l?iS%DgX8;A>QS6Mc1`_9gC` z?s{T3fZK5C8SCVvlS&lIGDhEv;v(Ls9H2s5@mz*TQqr|(*IFmY@J(=@A6!EB^zjSY zL6O;PAs>a|_g7{Al5T$e3LYT7v~hQo;_gFAQ$KW;soF#^#n7fL`%xv{QTrTMqDq?*-?@K68D*!!ZFH>+Dx;xut?}>)<(hIW`u7j5 zEfSf`)-j>mj(xA}c!Jslap`VuV~c+3Tn#eCi<;^)!w*BMp=6Uyo~kZ0yx^6ZEWp;N zKsL`=sZGjUCVQSqf9g7nIsz-x-(VmCQ*vfY)%+t;#D%9wz|?L7N;T7}&1}unS#1K? z8{!zg4^GWjm;i!@m2>~cDBz$%J$TwFQk&?`I#fSb^s1>BES{GO$p;(I07qa02amY4Br!c{(aL`(%lZsI7O=Pfj=n;#;hRzHibAMCv$tYN%8-eB^HlSti2xW4wEF@E4r^vG$aj;@SL2h!YJuKJR@Vt%Qs^8U+QE(CksT~OME+U&oxAiq2}6o2 z)ojr3B>M51$ae`IrCX_@lwh0IFxv5@&pU*B1W{1JSM)8?ZkZHaSw%?0O%0!DxP{vq zR`IEZ&+z#w>2XLH8?!9}?z2}~nd!BQC|Lf;p09?bD z4D-6FtvOC!)AQVRg=RPMW_~U;oxGcw z&)iN=noT1HKDLMCM>Sw`180XL#!dY~M(T<3e*h2}jlW5bPW!-kl2$b9~cu{&#MIXamn>aB;w{6FbWjU>c z8*`nQ?b!WgmV3X*W4f7;V40|ZWkP~wq7F`gVr!x>j zKh85;_RG_{8+OB04N+8FU^um7XUej8UbiwXWnG=2Z!>6yPKJ_Yoh1Ui0`DYim&uM; zXXTA_#_pN!N^CnJT5vgpOHwz*bQ#pRJZ8})9DD&D<2_HsOHT)VVjCEhL+THW^QD9EJ^ua zg9ynS3L}Y$R*d7lFizlgd7c1MDN>9t`C`_-L6fHk$o9}pJO;wbI=rb^_=eNgtAIuJwR=eA_pc1P-R(@ivTesDXkeZZ|iQk(uGsD%}eD*iIacZleS?wf=UO4WyQ%cgffm-GWdik zWk+W{>QD=O!4xK4HX`d;xmy)DPfxvx-jYf)WWfa@kY$p-fNuk1ql6>X!{3lFnHr-{@YbE4A93cp@>UE~rt)~C_X)a* z*E`j>_!|yBMgL-lwu!-KTe$e>DK0H`T-n4s&uDJ|>oi6YIQci-86e$NT%#Wt4Sy2* z9JC%^^L f0#^l=NrH+MLE=`INZy(pEIAb9U<;}zjzIArp(8A3 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$1.class new file mode 100644 index 0000000000000000000000000000000000000000..5c085f8ec48fd6504a5f7775549b0350f2edfc7a GIT binary patch literal 3907 zcmcgvYgZdZ7=9)RETm}*v1+NPQKO_3ve0VPf~^#&P0K|IMQgonHbdC5*~QF;Qm=UX z;?K}?{NShRQQKqBQ9k=${0knRNtQH~ZD~D6;q2_}J2UV7ecs6*fBpI!fS2%873;Pwm0GU5*--;Rh_RVf zKX4sSpZ4p4<4I*+Uay*t7s#4txn{Ah)}&XSv8tuA)!MDMEZ03dpcG}E31`Q~XQFg! z=tlu$xe;vZG}-(-Z7Dexc}jZgPR;kK)ZZ*x%W~28-Ry!?bvMX{W{eM>Y-!Y{zh>=t zbxSKZKK!qlFD^Evjh*EG%w=ocGF{87nDeE}(hf)y7`h+l8Au2`7M{3+0}XTvbdEco z6Py%yDi;x*cI(CtF9}q3+jR#Y+()X=SS=}=E9|aN3SHQfLb@@1a=m0^LMU{`;DBHX)+kCTZ^SW&F^hLf^w)u8mJIYqz@XoAbxz-%k zysgYaYkEE~@R-0u6&Xy+2s&a1m_#BdmnF=z2pYeQexUm#mU6UEh*%^;E z3HfdC$u|woZ-Y+=4;gXfLka8q~zFDCIkP6#}H3&#qsD=U^;46Hy-Z`g88mzIHX0n@hVH#%ydM!c=c z0XlD)X_^^m*3>}eiW974T9DfXg4JySZK*69O@ZW$|Jp7PR^MPGHYMGqPGA zms~oViU@q0i{$s8wVd7h%~(W93H4j&buxq!>H1O6fFlbenGTYm}fp=0k zgIBci?+Ns7JE*NE#j5LZUKC?`5PAS%d{s~4G9?t^&2(~WGZ{M=+kQ2t zJzJZHy3&bs>}+gAJelm;+U$uP6oavmIG@DPWKYMT&UCCRJ|fO0H7|N`&$vZ&y;}9_ zikM)87|HG%8JmE2I%VpcT@zbb<0DZ{yW3U4!23kTc0d*QCc54<|xIWgdM`JIXS@lb-h|AO!^inHk0AE@)_AT_AU_hYV~GE1SM$G{Vls zd)cI4W{*zK_(b|8tL9iGS1#&7pu6Z)JS%84@x5#g_Uf#)7Ow4|;SYqldbK2LAthDt zJXvd$y5vP?|FmbjzGB~DF0S}xfn?FI*KB#l(Y*T>>b#m)<&vWu3Y*Z4xq%G|qs-+F zCaJ+U^lby^fxZavD?vK3f-4{K%S61f#~AE9avghrAW7h3jt@1-*oXc60$KH-musJJ z9z&9I0tUY|lds7{*T9Jzcar$@eiQ`j_3B>vzz$Rz=8eET)%W;hG(OP9l%TfJFOf~d75$czrcGEP5^{Z={ zYg(^2xVwYz{u`LNiP**A>zF%{=t~U!jM2Wtk68Q#OV_yGw0MxRxwmC;KVByX(V$%n z<@MuDN{EMEINLKpX_vT1OPl3+&7pVj$QIrnqMgHAc=s1r{}j>N646T$T4^4_Mb31z zdMQFjr30Vw>kwy}3iRO$uHu8vZXDz6LwHXf%?K%C>Pi{|rNpnuihkojR=uc@+pOIEFwiaXB)9yJtGdnZy{hjBX{rkWE z{1*VP;nxC}4Kus#IOVKSmbT|+i%wN$ORklbd!Dpi)3LKNxf!)KUn)!YhL>>ce63iN zuDemQ65~3A5CaR_j%S&+qIPPYX-hY|wOh%WwkNB$VP*3*cSqW#1*1|Z8I#T3YRg8= zE_#&WX0Q6A^HU2!I@R@~0J7ZknmWxkKCc+AoD8Ir_O4lV>Nr+nMY=W1 zOZa9?t*$mECZ}7P9kN4-FzuS5l$;t}*fMsFtYz5c>=m+-hOMX`PA(U=WYOcCK>8#; z(GeDS&ZjuSFFHB}I;TwA^ri)7lTUWz_;JQeo?8?6$8lVyMqBO~Z3;Y@cSeHTb3Ch{ z95_KE4=VYN)UX-3u zGCYG>Ej9%D4kJQl+vBViBA{I2z~oCW2)bKT_!jFBlTi?pX+TVdX2=X3l4(Iq<}kxH zh!Hr~ev}9;Rg?HsbhEkE@P?=3qXMVP(wkjgS-!cNTbh3>e>4C3{L$HB1cvv?5Ja?pjS$pGHi1h47PlK0=<>_>cn_vABk=q~@XT43EE`tdGdwxJSCl&{ z|8>j?WQ&Gn#XToJTqSl_G(9E#g?)(YZCMwB`=>Pe%^+BU-Gd-VJIIjjx&+)M5wwXS6Z#LZs_p zKc)?elr|RP8y=6wI?i+rga@>1+F0kch~mZA^-LMIW4~Q-YA!E>6sr5TSQh`lq-cYE zfw7=yJ?W;R;~N6e!#@B5zX?9$icO(rS|wR+Ue?tQ#FfSrOSY_5WXUAbx1i;SSWX6) zu@eZ0;#>GOi%5{UPr!K{-(?kjS|T0aV`*#_U)}$?U`fuKW!v!TSA_7aQzG;aEI6!Z zYev;H3YJ_|4bMEwUU7TT*zv#n7FZ^hYL$Yl`ZLj-ZOdvMVRsW>I%X>rmnzT z`w>?(xb=MmEslT8nQ2lenrLd|E>5L7)A!N;2Yw6ugl)XBh5>wlU)<&MQln?^EO|7z zM$oT-j8ux}dz2AozxDvhrPQC0{=K3FD|F*wc4Lt5^vDB@bN#{rE-kV@mA;3mR4RNI z>GyCYgj=J(LuB-h+BI_Leazh&xOyMCzmhV9pR(;k_@7i!$I^>)Y=EC}@-&5qa1m)< zf9BZVV86h=X-=A^T<5IDy=%T<2_(5^g6j8Uxn;&1f<8%TO#@?LOF;;6fseEUq3}mP(%lQ&iOMODW?KMco*Nt4?4T)j(71xe*c2A zVSE$c@zn|8mz>c^^DFjS91SvzLoO#iw9dOa&f>%CTzO74&#NZxGO{0W@d7-`tF0rH t!)^|@bJ)Y%IeY1SGMI-Nd?<9m8EHmOj+~>_NB<1}5RZ3~O&e&SMPW3SYCxU~M*K8A2onUzKkdA#^dc zSw@aq3`}PTWMX3sy?dR^&^}?>rhA3qRJ;)*&w07z;0i-5uJ3;=jDvV1gf<*v2)gU0 zU|4>xRj-f;6d_%)yi+P$T!t1ybU)n~4w&|qv&sGJU^o-s>y^R1B!Ii6a)sRH zY9%fNWw|z2pJNhwViJ2)j4+(uYw}YNGv!oGyQm_;5Xw1KKby(+`0ZvJ8(AL47{)`; zaF(He7X)<6;zh&Cx`ZL=YMz(nTdFwEpyf%EsOv-rD&&C@ABg7o8Ubi@p#F#h(YvO* z9^Hx84qSZ39a;G*MT%S*lJACa0q;@B6J8QhF{m-g*P>N>ogu^5t$n)u>*)8LqZ+#fxg=Grb8zqG4o{Po6@JX`b_nO&(xt zgmleKP-2rZlF8C#(w~Y4BWPzO`sZs3CS*gEsJ~T$r0@hOnAoW!iDq84hN`)FBBcTlE6nsN$+_PrU0P;temm`2XxOLCyhBk;^`&KYI@yC*~a z;JjDL@rqCB%$h~paBBr4tlKuP)Vd8$-t9@-dCL)mlk_O-PJuj>b-YTR&zO>T-=as| zTZylj!X#mnw(Ss7%k~lD6xMANNh-~dbqk0X5}ja!#tMCD2-MD~L+!(laQG)8 zF$fxu)X6lzNnapVN6}ZiN|@na{)R5gG`RE_@7x^v1*d+j9i`f~`#UuJ7=yGoJU8+u zMjzwcgD1FftM}3)T>gVj1>n*cgmOFrk5=6^mi@${AEWe_szix)8XZWI{?eXHzEV-L zY=UUg9?E6flNK%0={B1CooyLNU^=*CV;`<# zmi8nq;|uG<9DN0_MN|b>Ba7*Xh3G&^@sHG0zDx8F?Mf4+22~n^=)@Pk>;Uc&ML`i?(p;d`G8wwEihz!rIzHBM3%7Nw z;u9U8;vI!T6#v~#+6^JJp*$pr5FyZawiHAp1#Ht)mZmK>ZLwCxO>&!VyV;GoyQL`3 z@Nf9lFFN`K9i@!SNXIYE_#f#9_1wG~+dv1=ndIEN=iGZ<_q=}l^QWHyT*c=M8N<}p z9H*ce1#Y`S%QZj$AWzWvJ zBw1(^wcUl0bSph8I+Flmx#8CJOjbX~48ap~x|CMrdDC$DjOUg-w;`!XFL}kZJwpl| z8El9um7QYA)rwpQlB7*l*O)XvChbpLOQctgbwjfZyP(ZvS9#7Q9K*nin6ARlaI$ve z8Rn~KXBcYbg6BPziU32X`E3}!=xLa@^To5CY2|sj?nn9FV^vhM7aRU7^JR++)+Upd zAw;70W%-5>#D0c0%gAzzf$0psbZm&BYqygb+DA;=bgwa->8Xd#GafY2yTB0Z(f2+U z!a*Dgq78=`{O*b=80Md8)l1|DMaceGj$+H=GU6Dbd+Ek-z_iz$HC{^^hI2i;z0$iI z#n8Ju7AXbGCgpZcX!NqR?WC*X1jEq+cat--GxKx$bm~rKK65KIJ)Rn8INZ~MeF!IU zDu~w*4dDPf_CdjEhR&MESuQ-wm5gHy9qvlmxjSP|7^dZwIm3}w7A%Bt4&6bVMNbHw z2uqHAlpfn@Htku~Er(3t<Xlo;%k)9OtwXn z{?wQlwGCFJf3BinwWw8JFHTZ;oD_^VdQ`lbS7nB4p4S+H+e010m#s5XTKs||LhET} z_`jGHK0%q9bkfOFC+SK%R5KThvT0;3J|_X?B9+$M+LTeMeRrm51fBMZSzfMT_GQe1 zZMc8uay1S9aB_={xvNOu)i=?6yO4AvL9(bvC)cLxTyka>jp zo%}l*{5y!hR9Bi==ifp6!xfe95k5#%X`3C1aqK@~mq~im8sN*BtS)vTa$1s+l3SCXPVqZ~j;D?EnA( literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$3.class new file mode 100644 index 0000000000000000000000000000000000000000..f2f2fa69d0ff7f21f460b3335413b6a96e07a0ed GIT binary patch literal 3409 zcmb_eZFdtz6nn&AFn&tzuR$=Zku}aatZ( zbFG3yl7%|st;WW)etOn)CIQ59+iB=IRsWpS1y3(&Qd*f84c*}ju2XTHrlc0V8hz)C3TW4<+_!=l5Qa`qiv-M?f z5=J{iwDl1fen|SdOtQ(lhFRp*hQs8;PS#1S?rJ)!%GXRXSe>0Rbs^FNugf=z2s#f?YWp9H;vn9Npbdu@g3h`j z7?xjX)oUaIMM!6&V3#Wz8RB%|m?OmZA#NH#*hQYE)J zYMBc`S+362=Y)iwgv6dOh8a%pHTfBcnY6bJs}x3xA(FSZy=*4ileb%KY-D*9qc|IZ zigOHoyC9&MCNJq`&LIrRY!`S%zGWEa8Po!45_jx)f0aB?=Kb+JUn2mG_tzh>KYrJ6 z*5l21ZO6su+>w*7QliL}A^Cm;7w`dvJmDoF6+<{7`I@u})fqB;>z~&9BH`YM*)J4Z zJ>)?i!}tGF{F?(}AGM_KdLk4+A5p$}A+b!L5ym7#yEdO&nwX!;P--o{N3VV>sW)ikb>uk={?8 zFcx;pO)~_A+FI)g5DiNh!iS67!ri`+a!FJkK29?pkxlk;4Ou439i#+`? z)Fv;J+d9W}%eL;7ZC4Q5la!v;YE&=Y3|IYJ@v_?ZY;QtJrW!`J_~aSXnC5x6)ZziQ zMo8D%1f@19Bbh8+2K}jcFoJegrhlQPU`jSrsrp-`ND5Dpf~jU5NwxB-HB>Fl6Db(k z?XVc0`X}70lyN_gIfSD^m1x>5^Zp&lxi?YoZB(exPT57O20dAuP;*7E8hYO3OLCyh zBycTk&gm8JyE{w$;=EhV^QuSb$QdO|cWMPCs#zAV*18c+-tW#>1=ALUqx5L&c9A@o zv)yWe&lr+-@1jfHU74>K!XRN2mSq!?%k~myDeT)Q(!w-D)-@moS&ir`NOXb~8msiB zB2YUM9t;gV!r`BZ#2{!qQYX{=HhqCu9Yt^LDq)Iu`8&ES)8x`)ymxc(SDgB(c9d%0 z?(fjhV+_#V(A@A}7A4cdeRf!Yr zG}@6S{iQvZJf-4f**MXpJ(TOTCoNj0(`_{OK7n#;Xl!E~@`V=t~_mi8nq>j~?{9DN0_MN|b>V-qB5p3X>7*Xh3G&^0);gB!ymJ6L>( zrRVu~HTieZ4XLg)v%$ZM_{VB0-z9p4cBP3@gKZjv=)hN=>;Uc&ML`K)(_Ez0G8wwE zihzcj8a~x<3%50_;xi4OddEedlw(sqi-+%lGz&U&_khW}d-ShIM zm6xus%&b?EW==V#-1McZY|k~vl4F`SmCH+Y*^hhfg6BCCmgB_Zw(Hog%n_GVNmu!n zo0aj?286(`sddjMRde*pK94E$+D5^&U0;@5%Q4esRg`WnWfd|xYovZ!A6YHCS)Y=X zIbGYmI+|*wXGLcUAj?g^uIEJcbKFvLWFe`g6=cq~d^uP4i)FtdsYx$=#dgb<7CJiA z5LGOBg`#g3q*9b*&Q#a9Hb1WIA2~mgx@K)yrenEzb1rjDW_{uW2LF!f20{Wa*KRz) zd;{$Q!>wHKw5KxAArNVP8-Xu+8|FR!;+eAT+5wbU)Wo$W8N1Q-xH{AsG+3tq7E^A36aH4moSNe9M z1p0QyB2%zrGq0q;+~PuVcIs++F@0rfc5-S`;81T1_7S{{ zBVoLRSOojfxd#Cp71&=BIWJY&@ipVPK&QV}@~+Rh)0XX&OH$yORu(KpZ~{GH97k^i z`w`U~`0~E!Xw@SVnTE{Fv{>T+bbF@%!>z4e^jtyUO#Rp7|B z8A->HdCN)rEKE&yye42~DPAkyQ=2I>B5(x0`G?~F_mbX1Tm9l)VTR%u zGq)Dpi!46|CImW?v+0Gg*@-D8Y26c=I1<4WruSeHZ%6PvUeNbh(*i}l)R~rLWmnhh z+ov>OEM01mJ}sW+@fcv8-hmQ0T@T~tp0Jxb2Ci&3u0}X2v$>lZn2+E*E@0ylDKK>-EHo2^xMSNt*&sOBM=Tmw{C^`3moRY zLw`LVxG0W>JGO2`#bMDO7!Di_b%m?{fCa7Sd(W4U0yeczX)4WCn!`nlhz{A#=sV)AiBSI^W z`7Eu<)CIONLbRTCPW>0N#3v}RiBEVrcABn~$C|oim24~H$OR3Ut1P|Q^%<*J``(}8 zh&o#?WMrv^*^{>OuH{#nRV3-UvQ(LLB)z|X%FQ~SVn5)ct$8_mFzuB~SvhTM-re(M z4wMDCWGkD(#&k=n43`QgnFwu+G=nR2&jg~-osM52;#p`2eSVn;R?Zmx?E`o5%(p}d zlnI}$qPafDFObz?bXTsj%G54@NoG26#_!>kcl*D`v9BvfF_+g#KPWRu-3^@M4}#z~lCP88$u)== zTXzg^@UK;k5px^|ahCRJd&g@^$EflMaoS#12hy~~i#*-NwfjB-%R_fDem2w{8vFqR z-J$Pr@eVHCCb8;+e%hxss{5cDmyse(<7R5Yx-qMD#wM`=ycHdzs5zd|qAu~i=Fr(c zu!VO9hqjQugT=@BcQ*KUlD}40n_1`IN&eA_$~TA)ld4VB8hlC^!XBua>>xfPCIA~Z zx#qcBqM`4uAeh8^Nh~MvK30X@d`Z(963j;m;MZYh{t!5O&e&S2O;NVX7-(#_xpX``TO7Beh2VAzGBGg zhFY@iqN*3UXbGm_tJ$T7jsU`ww7(%OzEZ>iy4+_SiC?q zO=y;IbSuwe69F)We=;T8pYx|O_=Y#}b@HhJD58pG(z*cgDH;e>bNId%rn$uQo|))&Pj zfG&nmYY-T|i??-|WRr6Zv%srOhsnTBH%P7S+Hq8subX7BI+rqaA(BI{$~S}{dKfxP zJ;zN3rZM<3v2lj}y-sH6oHQ)Mxx#QN-prBbL@qhB$`Ffd`yUJ8Al?X~1BV#=&W0fv zR-S9sD-;4{NKY(pmn$Zhsl^c8PdA1GhP7pvxK|wvXX1OkGPIY(Ftj%psn)6n6>(mu z6j^UM=LB$^;Yg7?sl}zmm1S)qeJ8t;y^&s+NzX7Ginn1O!U+rn@iw9%96)b36r5z} z^F%Ij;hK(Q9AoHpHmdgBMQc_!Ot;Dz4!5&lHH0%54B|B6A@m_EISw<#o2g%^lG_}$ z%!QyTSLYjZOhQjgVow0045#;+{1n7Y+cm=~29RI~=IokR&18H0cB_reDi2{CXM<32 zj$vRI1T@p+McvFggdyo#o>ycn1GvDT=1G&NV@C(8_OolLnbT?9% z4dEExlJ~DMD3!Ae7u$ltzCM<>DRq>}d4}t4lDFgbuAyCfGr+N>FJ zMcAzr$Zr$d_rt;M`#~k#Q=g71L8VIxZ{I(rjI)#eF4|Uxm2uy>&anTOa!t7w{OgC# z4tbf})-$PFwso&;yMoZ3r1ZCTqek;)xZ2JYFY1j?zfDNVMAOI?pFD*cGd$-OTRgzl z3F%rNL5UJoB$KVnpg%PaM$pd6^v~B7OvndSq7kbEN#O}nFtO7|60N-I52}{O6Db(n zePJ z#ry8d(0g#fE$4XEqjYDDqNO|ah7r;%i&yKf4Nl(eOIvx<7KD=&lnuK;9?IHoHP2@a z$vd*-((A3vR}Ep1uqn&33904t5oal_J1CO^G(+|+APm`U=*v%Zf(;t0^rgaAKNA@4 z9C?JpKM{#R(0HUlruj|!0r(8yy9 z(cZ}X=${ySjPnnkVB%K)rAN5@2c7c4q0tZJco;6Ndh09)h{XWL=r2`?674j)kR<)3 zJ(oPCqGZ`5(WE_8%d{sgTA|Y&G)JC5xi$6(Qa#TCI?wt84ISxT)b| z4YzPx!x}!(@F_l9qYA|xe7=TG0bL*`kQbN}ND8{lDWL0ucx|i^GeZuWawy5c6x0~X G0@i;v1H{w- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$6.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$6.class new file mode 100644 index 0000000000000000000000000000000000000000..5d5e3c816e96ae8da2e2ca5da571b1a8571dff49 GIT binary patch literal 3527 zcmcIm+jA3D82_D3+ASfJST0gTj2P%WTP`Bfg0`hdAZ?Mf)mjxd$!WTDvm0|Zr6|tu zZ}{qqj=rFy;K+=2d~wGANFUVS$)yc6P!*j?zH|2b&iQWVyZ!pd4?hAphff4DwqvdM ze!;Q}(hHQ8^UKo8E7y{1f%KH)d)8QLOw%Uw1*xtC3E!LbeRslk-9*CiT*s4n;!-N* zslfJfGI8335cn;<;s>N^j(#QJF=gFYEn1Ej$g*dP!J-xfV3^oTz<{+e(hirnI!8%sX}#HM7zLnD;GTJsZ4YTM4R76;M3j>^B#TiY{hZ&vfS{ae(&)bs@aPh{wvERmj+u` zCR|&ok-n$p8$|>=1=?IYD_sGR5(uRe!vbAfoh;Bk>Ud6YUf`wPM(8}|K}Y)L1roif z?Tq#SUtaqzd z`nIA3`nJX*Q?TqXw{yzk%htD70uzS>_7`L@F>`HZZZyQm!itwwno9n40W(S-{FsyjHxYO#c;S4~v9Vw8zf<05dobtTxgrfvTGqYpU6O&BRh9@*}B#KE~+<^;tBZ`A~PTyxuGfI4^(=E%& zwyxK=PiVkcy4)gtT0G68F~B;#1toB*5ys6uVLNq9T-|J38{w#|=5A`@S`_E;nl^q` z;F*Slret8}?Z9R!G>WSsP9uf}LIbe)ujoyP#5G6n*aeI{{Wh_Frz>J~7!f13eka18 zae(^{{dLf|B#uNn*6+l`0nu*^8%M$&A{OEH)u|7=WxZ9^3K&s7zy6}8&yB`HNFsbF%WMm7uf$|R`?KQHt7jJ&rZ^n_E|IM?XqKMT{)`(bCIPrw=!jy>fgK596_fm z#jGsXF*`C&!Lx&EGm54>PnN5bjHGvWPkK4mSFHDZlx06p4`uvHIVUeVns@iL3J1ob zoOhH%VPm@GREI}};|%mRMv}=Dx+elL=uXD3F!3xTgaN-SgsNxE{`P_U*!MM20u{pj zH8j^}`315%fbQy5R+0MU&&f7ckx~d@8kL+GZ-JhUWBQTRmdsi6{JF1;jF?EIha^hWOrkc S{8lt@H7IJ}DRvWIq4XCa^6{7e literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$1.class new file mode 100644 index 0000000000000000000000000000000000000000..13f1559d7b28bf3aab1ad5682fd523d56978df4f GIT binary patch literal 3905 zcmc&$TU!%X6kR6?jD#q`ss&qWs;OWI8ANNX!3!d2l#4Y;rL?t^lCG)b1hvid(w7I$JU2ZL+am1E-&3HUevLt9LE|qEGv3cgAn** zY{Bs?(^j%h$un)~>bI5(x@mi|Xd9NEF1d@+&W#y`OwLGFcdIRPB|GcUhO3WOX2%A{ z>LFS~M*~#3>{SsBmp{)Nu1waX7K=_{(bEgkbt$Bem)}u^IjTU{>~BD;6q$C(P*4W@ z#%>u)hHe>lUO!JMY1qj#$qkE>nOidJaZMopES_r!2)t5}XyCnuW`X8G(>A>`0>eF9 zlQpoNGsz><0)K9&g)Ub)-mq2!z|Dm%`$>5se*9>=td|6 zcAEB*vmh&3CUCfCGucNrF9{^-c=)fxy&yBC{J8XtoZ%S^cQGf>wy_)}7Cf$6epZuN zPE0=JKoGYm@X4;#mxQV>i837tx*-#+FNs=xNo-X3M12uBvN^+8SBfS}Q`Xf}wdoa4 z!y$ovdFc&LUYoo=m6{m2nZBOBIx=x#z4aJpbm-_0B7vg<{;_Dk!0yeb5W+DW zSH@l!=&6SLc3G(5jqNJQfQC02`{mFOI9UhbW-xUrN@B1Tr*K-}z zIkKFUiz-?*oE6ZsEV2>LiF6mqSwVJ3GIEZG9_cP)>5kksz4=HjoOfX82?EpVc=MI? z8V=$dcz!#)%B3R^tEJd>JTYXosDfcJOvCHw%N1NhO5od`nzoGzyEgw%?we#C(gp7R z->@27gLS~FBG?jS1dp?JRnp};?=KCLJhs$CdTMB5c!XuDT5Z%%*4npltp!(+4q+c& zRPxsae2dJL6VG=dN_s#I#{@1vRk%M@0tg(hrscB)h=zC9Q?wTBuD-F=(C~f;NnBCR zf51?z64c;+TJMaujr*#m28J6P?q)tzkJDaNw&5c16_!-Z_o+ds0W6#gYU1Y!ESqY^ zdgsgWIAg0T;o#~@&=+nE`Z|1T(+*#Fb!ES=U&MU~#@9HO%Qj#f|R!$bHU8U-C&zF~Yy~tug=1f+(TC3II zbePADP(G!B5L~cM9jdC?;*>QkF}k+is9~91iRyd#Qk}0rOWMrahPQTS1%{m*uddx= z4h#0QQ8bN=C8yNDRApVyE{q$CmG8DOHuV#wLPi!VE1{Ha%i^$QxUS@l-!@`rEyrcq zW{}J~Ig+1tO2w=kHI=^3Yb7?=1vzcHCJhYPw!@1<_5J8)>^Jd^3#S4U??nJ)B zsvqOOPx!}&3<7+!)^PqQXJ;s(WJ0mt``8t0jz2{E5BwJRjANwy54-UKzqqTSOU?FR zFLji)2GOqS52cjO2gIVRq#vPYBK8yFcaKnQYD@3E$2d2$`}{+U{6;Z9KIhnmz+c3t;qt)?9Do%r?xSTtW)bHz z#OD&96rZXuandr1i^NTI6|bUfUoMd;=BO$o6<%iOK@)d%J%(>aVe5N{iBo~jK>R*V zbOwIJ)B{Z42l#Ef=uCMbj|Y5D{45PhKNhLUv+U1S=!6Z m!k>anVJ?L{=2I|nD}@DE6n0U7J&Pt6j*CSXH(ZRmxcCoIiE1!1~U^%U2)&n z(_i7I>aokQ=P1XI{vtnld@h-U6sDzq(VUYzckbMGf8XbQ|NQ&c-vAuN4+2LGQ!hGB zK{pE0_FO&Zl%<|`EnTj7(soV9)<@H$>f2<#Al*}5+_C2z#~L>*D?X$_2>dlwbUe$n z6|Gb8Ok2A8h2@fN+MX=ihNWjJ?vk|gQ${J9H&V6R>dN_wo%1Ne)lc}l;gP8zjn=iJ z0J2>1Y8s7KU&jnrrs`BnWv8^{=_Tp9B+{p=&$!Y#u9U9JZ_rjTGVO|?R2dnVx?n6D zx@Fh}eT-Dnuv5oU4TrPY3o_^NOrZbYSgs)~@Ssm|8|yW+2(*ltw&@)c81Jc@)fgU+ zTDiKiXggz4y=Mfz*^bM|+-SMrrV_Mrt38{16BL}gP8a%2DbyTS76`<)vo4A@L|YNU zPJwt&dK>M?JBl6H9YHhN1;XB<=?WYV6ms_}3$(>^OessM>`+SI*+4?dBY|W9?^`NqLS`$4Y3Uhx!!syJoEO;LSf9zF$5Z-NnEcaxL6t>`|J-`5 zCsnN{tI3p9wVtFWlJ#0oHuBn3>jJ%7EoY6FO~ORZ)zkIuDNn;A0{0c9H$HoMc785B zGx=I(KJ)zK%*5n`z}}t!>!XO{U<8li5EH~QvQin5j-m&>DgzQU)E9qRx)sY)Liz=E zd5dM|;;enbFs({i3fvpyY$iq$dISR)6lj`?bKSEw08tEKSP6Sfpr@AT+u@0ZCj>N_ zs_JpGZ5idALMn=<@N@)E;s^nt#yGg5HH=i*%@`#a#W6*96vuA`jyke#_*}!Nzz(A< zC*P6|dm+DDK1kiayJbE*%zlq8`%5Qrb2mih4*b!vfFURh0zP&DJA<$AT(*J9RV= zsB1$(J+ocCvF&OoM)4wEQpOX?djsv>7z#Gpxj;wFnGH=NR9bH0_!m-(Pz#8(MYU<7 zTUJc9yTVR9!N*eJ^-nKy|u z8{=VPs%*HdKKKNWWkW2!+gWj!3PiDr_XQrUvAF{ZY51_AO$1-m@G&QxYRd_$u~wip zV-{?~TW^BlaVO7SxM#{Cq@FR#rjfPeoLX34MBZF++F0`6cTaI*pQ)6xvh1Hk)3zX9$6+RH zGgCl=$|-hopdG5o^4YFtJAV6|UqWyY=AHn-{TDnrMhZm}P4r#Gu0%`!b#(m1cY!at z#;V`22lw!ew|rh|w-@)4N0n;?9SSr^rFdTUc~0Cw_lt>N(D&myG4qJtuo)+C~c;dPrjC}Nl*n(+E&KEbCgtsHzl!e@N{mZxF7hYx&p zn(!S@LZtbgPlLOC%#}`;2M;Xp5G`o1)#XByfi#Zqb{{YChO?&_V literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$3.class new file mode 100644 index 0000000000000000000000000000000000000000..24b232a019c59070191388425e4374e132fefabb GIT binary patch literal 4571 zcmc&%TX!2*75$0y3|UJsmXm;T8?2`+G2K5?X8r`(z)iQY-_`|%_ZG5 zQ|F=(0{>pE*sf_<>aN{z4NE%O?p{?hELYYo-PH08rzWk^s$MOW^!fH_b>wElD!Sz1 zXqQ{Fa|^3M5_!^*0ZHz=ZHbneua|U3&il7&b-P+~wW@R+Uea>SXG+POQbPOuJET>F z46C6lQ5I%aclAA8Gj*%1UE(dNTk{v^I~LaqyRztVOt$y?O)ETB`niRf=E<4% zxh`zG*mx?)$h}Dg#mliHm~NyE(3et16-f3ncpQU>4oT9A4;GZ@S zYF_2P=pk1|Ay=lE8X2k~Gc-rWN3KjK!AFowVDf1060zzAL9gg&S$}%XjbdEjsj_sJ z)~~N`Ze-V1UdwOhUs+jOURf4+Vj{o1hgUxQqr}P<8?+sRgNbM@+QML zIo_0IJbBx2canaBp1}GeA(2-BTW$fyCu3N{b%7Jg5~|h-q(LFb${5!#p z^QZc_QL(JWHi1!{?0`$ZOK5K9^m;|sqxdYvsdCQ8 zL{{P9=kQt#uj2CpZw1#YPuTxSi!dMHdx5wA-(q#CssX~P>M{@`G?Z8rTE5t1%Mk@( z_(XOszp=Qs#IzY|!?@aH5!-<=fHHRDID-$U`;4$qjkxtD5|i+o!q+ z(8b9|?V{S#;Wn|3N*k)~siGQEgHQulnJQ`$rYH6dHM`4MiEd3F+)2a^?!-cg!B}V{ zJ#NsbBXm^)~m8)5Ofbe4uS!#S6j<`@215u1&HJO_<_K) zZ8DDm<0yXAQ96SUM)70f;)d6;Mw&oBkT=Sf?s`o_WQiqJ^#nHS%a+c1T`=W_8ko{7 zL&Zu?ueIJ!trC&f8r6cVw^rg=%aZjaQ+FK6ggCWg6;0b=m0=L=*hGw2-fq;3^0J}m zjb3l?+o>wI496gYMa!~T=hP=1o@b8qF$DPC!>GbDqc{?9mubPu;`G^z=QPPWR6|z>|OErob;arke-w6yDD_V7SFV%@pa7 zw>E-Nl4>%IafdL*`-;WC$g+=5{UN3=MACo8?Av?;3u^PnVD>0qnRBv3I{spUH+!&4g0fVEFyXwN!-FL8dZ>$n)EvN_ro(0quy-H(kFpr{SqzhfGMtK<8fVR@xy4zS^8cFa zXE;-+a+EA literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$4.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$4.class new file mode 100644 index 0000000000000000000000000000000000000000..72c518c6104bea018c1b910e66f1a995a0777696 GIT binary patch literal 3791 zcmc&$TUQ%Z6#h;Um=aP5*jA{ejW#V1AVW(p+E6NlVABSu1gI3XPLe|yn9R`3gi^JN zS}*mktG~d@V`kR|e z%8Q1Pm6a^lEmKY#c`j#6P39{W*G<*X<-z!%xQk`7+`McB4Smuuw5XzK!BY|#!(WL- z!_rh;&>96x)wwAzEazlZw|HJxG&xx?m$;ruD7jQdiIl$#!lm9~PBsuvWYN`Fsc zL0ML0P0_RR5K(bOj|@br4#!gqJZ;e#L-)V2T!M$;uubt4>m}4O)b^{oY7H<%J1S;X zhsPqVOj%g8lQEIbX@_MX!HSjZdta;UBxZo&c_bM~g2h)^I8W)Knlzz64C?WQ$`m(Xe?TlwQ z-myJ#I=3G&gdKQ4QAEQ$RmhHVOUWpfLXy}VLt}Mmh8Hb5CEqfY{$xHQm06Dd>0+6O zMVW_7c@!399wtwOD`g(8=C!5F89KLHPUW3f2_e#^9ItFITM}MkIFRL5bbMlbYBD|+ zyPlj%UWttj$A%g9bvRh>LlDQjIEv$xAexfm!icyJ9q1Gp5F$fu@e|xEXqFJt&Cp=Y z=Z%}=`iP=xg*<22@8oPsj4)&`deF<@P6TOf-W~uSPNGi;JH^mZPV}9iM8X*ciA)ux zxYf3#@J=@3!^?QZi?cXKwO?lJT+9;sOYFv!9QR>B(4EJHCo!V}s+&HSFvze+$@AEa zfh#R16syQAL6*= z#YJ3ZII;<+aZTe{MN3+W#bYaJz9i~O!YG5BCTI>=MxZ@UA%jt1IG1=Sw7 zsao@a3TE%Y_?CFv{w@K*>t2jug2AOyO@t~iuv0*(tfZh&KqIo+l4OQ^&iGjj;(yYT zBGoRoyAQ+t|68r6bV>(h1vb}tsk*Kaq}rJ_MJ-Oko0PfnvE=07Sd_AGZy5x|C6&(G zxL$|1@Qx1$@VuZ;QAn3gFr2A`w7QgbjEJB50Hw}F*u`scKKz31V+~koJ zRqO~GT^Vw3Xk*py-B|Uy{PkW}i>tV8arrk^54w6;$kppQS?hPx-gD6_D9EMt{fchr zw{k|oq`8Gy_d0pxS*=&X2ZSw~!zIH{&IvA_j1QaAC4VU?jSsb+P>D)u)| z)W}eqYfc!1meWdJRZ<$C6bqFOfoghjR9Uj$8xu5#j}>w$p0`hYab4&6sHT`Er|FB~__abP1>HHw=grz_W?%*?gURy^q%^iG!R(waN9(;(8ZFSuEo=#ju z^8-B<+O<%ww3>AA!YrK}5=)y{4vXc8Nzn|Lco9n^?8YqIapdDL^X{F`ZN3?9^XkekV0BcZF5d$X5X24zu)JbzyJO1cK{#YD~4O9 zrLVhgQ8$a+kwVYA6|NVAt@BOE9bvhSK4y%my>y|-#k7pO&VuXOv#y*lZJQV3am%qS zhZe452*VN5bn-kt5&~oRC$sKK+Er{_Ptq}=uWgic%aOd|n6{qvM43BHf5-(V$KmnUm^@=5_?_Kx0l4ww>KfF;3^iC zb6)5aUVk|)LpZ^3w8-Ve-2B|)f-#%En_bM_NY75DCm9YWny`=H9rT3pHewMRM8^SW zILXlIi=5}ev!!AjXXuct75CnpGi6$~SK$mtnpv+6v80G>AfaDgEQmqrsWhvNHT@(9DlriiewkJW8T9j$zh;d+y#ZxVx@Ec0F5#5{)c^{S|<;J54j z)Cpm3r{`>^pwJsTUI-sY=tXcv8J}f1RCmw}muA6~CIOgM+6d6IK~n=$0|>X*)gnNf zo0eJ;fNKTv+l8$M(eT!Tuoi8vPRF#c)}}?b9vs((*~wrVZEOA7aNulfGUx*A(jt%EaMZRUy>HOO5L6ozEo$OfN0gBp`O=M@_~ zz*Y$98lOYSb*f0F`jL84uot5aHuPT^SPpf1tR!Ne=lcZpByO|^#c~zfQjV~yY zwd<|L@O|^Ddzpsb%x#juROkv)Uq@$mQKptU;T8z;yD~08s9i6 z%2K?$=RJDImH3h+ED|>6I4;4pdPrh~a=V4nDMT|=^8%t!Er-5>L?`T^u|i)u0@X92 z{?>uVIPw#b7zB++Yh;?=q%RPwW9Y74CE)Nce?ym5EnIqncW?Ipf>S?Mk5Yr%`5hj3 zfK*NLr-w-;Zt0=-F4|PF8@KN0+2KYp`D1rqg6+hWe>6F!4UnGDlwv+MjKM3 zzq03&uT+dI8zq{uhYFhZltqhlx`pQMr_gQ>J;vDOV0UovR}6Fqf5u0TU_7MFnvMM= zm=12+*p2I$raeW=_`*U1g%uV3Wom4&V!4b^!N@qM?W{X)e%ekqlj0M!>*L z1Gfy^#vKF8_{6}c_-vWV6nF9YGFk;pft)~IU|Jw0=rX5(t_b3_x=hS0HLR&&T@ALN J?obkN{sUGe%EvK~@6#wl_+S`WEhVqagLWDryxuqZ?EnuG#nx@#ag;Eu7l5Kk1n|ot+Zz+m1 z{2PAti;jLlM=2vS((#Kk{zv*jJ)2i!8>ouTBxm=YvwL29UcdbQ!;b*2;8TX%re&ye_xJ7Pcg>CQ+$sJ+2jxiD+QM8F{j*BT7b)7lawUe$KGi{q^qfyJTEr&L) z6BltuNYlyi=%5b9@M~htl|)r+T~E?6VXUs_4a{2_|RNjNz3!BWlBEd$$}?qlIrwQS1iXf zmC)h-ny5n2%@?GR=R%MqW4gRXl@FrI14CDb607FAY1pQdGiK7OJR=Fm(DzSF*WqV4 zQMvIP^K~>c3^a1Vi{48|3q!E}Z5Tf5s+qU*+0&k7XL+&eNA>8VWmLTvYyK zeD7mH9KgWW4Bfi}lJc-R&9Xs?Kz<-)V2VjN{?lPg8{-i$M8TDDi@42K(8un@#qbOvw+ zT|u-Xq&W6aj%?>z(zETGE}6iK6B`*`P#)CL$1v>>C6X~6$CZ&Zr=5@y=|&va=`WGw z{Q{4eR!kMXSUJICl?0Df54p(UP7&5b0-CMZd(o>0W0ASN)`igCOX#4)_8?o(mY3iMJJ8`hRR zU9WBrDnPMxqe1#Kc$%FtK*f3&is3>vjO!c2Uh3$$x!t{L;V6vyma1bmh^x4!jGtpT zP<7BWmuA+KCY3@hzwV>CL{oq%0O|m1YU3l~hNX7Y3bZWwZEWjdM?h=Q0$OP6VSs+x zQQEhtuVdPEb}G=a^)SSavL0g6{ zsorSOpSlyHw!!lB&y*A_7q#;1#YhT|k%F;Wql(q@Dou0sLmSE3G2StJ-Z(v#*?)If zXyi6Y^;H41)J{4QE)~uNvuK%Vo6jjg2}$)evo>uOD&Or18b*^| zKFy02Ol!)@Ii@Uiq+r}}c(F9oaB^|`gp;vdK}DZlX2s1i1X8Y7%=G&<(_ zf+Z{xHlq4YX^a#&N73Fy;iS_F)fj;gR6C_cZrz;_x?wV( z^e=W8n;3kyg$s|K;^Jb*rA@r`jL!P7PB0AL@jpnWk95~@g??ZJek1ZdBDc}%LxlQs z1efTqRE-ek3=ZNl*{AFsttcHKm4^tY?4=SwG-dHToo=Ev{1n<^|0YH+`@{ae@6j9f ze~asnapMsY%RcBK`;1D_2HjU2+Io7o z@NQrK7E+HfzmtDkjei^QSL!M=tNh!Df2gGLeZmKbs!UWGd`!@fR)~shA3hyN@F$Op_l*Dm literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$1.class new file mode 100644 index 0000000000000000000000000000000000000000..3b37de5fde71902ff4c611435beec46634f5d9aa GIT binary patch literal 3834 zcmc&$+jA3D82_Cl?a~mSMO3O*q6FH8k}Xt4X+?WOB5A6mMWNm{$st|3*{#`4sdv0z z@ispB=!4GqgpOQBXSC1$MULY*{!X$I_MH9h-}n2z-~aykR{#&=OMx-N z)E6A5q#Gq^d#+w^DpD`HmM)h)X}hLl>!ayWbvIcoN%y#yaO@e!v9gXgZdjHqCJty2 z0)J!{9M3Xs#lWe0rY&9l>{3}bZBJHg!_sqAcTw8Kj8V=Pjp4@M>X$QByWmlfs~`1u zLnE0WwQ4F-09h`34YkJWpJRqAhnrN36{o!D>1FA@B9o7SmpG z7Nnp10(<+`r%?a;BY{)^?`z6wLguTbDd`zS!!syJoDta8TB)f8kEe97F!|62f+~wL zpF*wbQ>yAy^^8iXs!!1!sblN4+|zKcz-=YzjZdGL zo}Ec&C!f#F=AM|$PE1Y+?C1+{K@17(iDEbQGF2=iFO?-P0gh~XfHl(72*`Wkt^5wd7_ zKtQ9ZsxsHwmQ&s-4ae{x9*W`+4igF*jDu@i!$_T7)+oyujwrf^@yN9h(!|(RpKBNu z*kn}Xqj=vN$0SGFceOCLnASP}Y`~PzqQiYp+Wd_$nAq zYeD=^I@EBhi~VLK@csX-)^!?ZfU*juJEE+v)5KLj(`MQ6G(5x1O=oj6quFt0;g$vx zs!Nv6b9lZ3&*Fs`Zo}=0KF^RY9uRn-8Pe8L+At!D`k-2d1RnoaRT5A)>yHHP3##mm z)X_k+Zj1-b%y#wGF05f8hNtkfGM;#z2(){3Jg7Bxfv$!hTbf3wycFgj7*dN+3kb3c zY7?eMmQA%IHin9HZ*t{)XLRL!G}O5{8rm7EZFhz`SI*xN8WhRUVCZ0bXPEoQv8bY; zOE-@gwqw6kcB(GN7_uG=^2m*vu!h%(^J@l9fp3DdTye@*O{*v?jp0zutYh^fVxz2- zWzi(gtPYB;sj})a7T5Ju{g(n_IFC04b~o7E0A)11-O>hvf7I|UXPJ6SiKqcqpd)9N zY{RQHxyZOvWUt$vaR`|wjf!dHEjgnW)(?@jurOsT`rq3!oXxYx^u@9tm0 zp{aq(80LQKWjuNnN56&^`3{lrRb(#yg6yg7Ph3InH&TW13D>QN-1QgY8V)@w{^Z$( z+L^NA0xkcP9rQv|_de=4gIVecWPB^)xECks85X9hW#12{=$AJB)$5?wDlFjXh1r^q>gIJ2Jo-UtkYP6d(3obgFZd;^uu9O_5#& zqAR&?1!o87g#9b9F2i0cqN^#Qiz1ZPB%+9+noV64F+>qUjCJ7p=b6YtMPE{@6<$ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$1.class new file mode 100644 index 0000000000000000000000000000000000000000..994942b15fb44726c09870d8fa20a036caeef26d GIT binary patch literal 3425 zcmb_eZFdtz6nZ;D%h7)mZmK>Z4s*CCYh#7H?uLbDMkIj zH~)ZN{0AOCp+|uu=V;}lKf@p5@lLWy16}Ar$T^vvxifR$=HBPtzyJOH4*(zH8-^9r z(l;Hapqm9QT&d@rGS~Cc*7>%}g|r-@Pa2bIFO@HFIp@Y5vFteZ5|Um7)9T22 zMdVzPE%jM%c6K7|r)gDd5}pihyl+!V>n$tL1r_72avL}M6!6&phcGMw;kyui*7S{X+DY<=0Q zgwVziX?_HTANqY=rr2aFmYwJ2y2I4dPSr@w?rJ!y%-3x)Sf87=O(~NDugf=rFgh4o zY%|Mk24*k>((zG-?!8WCXq~WxZ|r|8f`fP~j20YX2)Y}V zWVrD{t6nP=C`LNsIj2~%xe6|Z*nZkE9I(Wev&p^uU^vsi*DnKmNelyfqmi<$Y*8ZT zq)u<^P3PPYjx!u7aCdrfX>n!QSV-N@tYogI7G_d242SxC*hg>zyq*$xdS z8M-`?H9$~|;|!hdM%lT$C}vH|u9P{$VLuC2BRGS;FixXCf-XcA$3cd1zu@O$%PKpf zNI;}7@f^3dczzd$LKtQ^z1R3>;AYC%wnQO>1VcFMY=8NT&T@qJNoZ|v+Bl+7OU z;E&<^|0({>fwGTU%6Hvi3Z;)I^SqE)Api+silNO|$ShATOs6Qx>L#nrWCSxvwPPBy z5gfxi>i$&*tu)4P!50|z^|885p`(?~GFJ-#%CA~)*Up@T{CaGCPA52+zL?Zps9hW0R-QhY7(H$ZA;A_&@4}W zJHK;38s51d)}kHN&rvO`wQ13v`^U6Vb~4yT+uEQu8W?Yl29If1wX5N$Keo20%jC9> z2~#-YUeT#YLVl9c-CUV!g`DAvpDSKgC!gz67!q|On|$&NYRvF#rO@O7woaJW+!7@= zDI=LGV;23XkT3#yR-}Kfs$fF3SBdKT$OK8@2~sf8s40nNUe)%hxsj?C^`ps*stny}hj4S%EL&#Q=F4iJ+$4C-ZO)q| zZ{3xq?s1_~%<{5FY0p>%VY=1g5;26}CZNq=R} zMNg?1SvEm5We;UL?J0{^=yVHxd!9hMIr0dTmx4XP;omUS6Z{1qKZNmsHfuHxl3+U6 zu(1c%Fh_femiC18V4hY1Y!Ow%mFOgiTA(vZ)HS-VICKsU?cnvH=%6Ew#rd?&C(qNm$AlmVjCp&<9MA1;d*YwTPY=sP6T|>aY4FjJV zxQSZ^*6^8u&+)|?vI!T6#v~#+D$`fLwQILB|@O@Y$=FH3fM;~p=pavTdY-alia4;ZgyktZYhd0 z{2TrSI(|Y&C?hk{;fpi=Nq$hz&8x9l=pc?W$+>sWx%a&8dHw$9FTVn~ifpbTWj$!asoS?$b@OJIS z3ml=MonhF^883S_6#<4&^D8lY+v{nlWRrCbGtbL)kIJ_nucDg$+3;kUubO1AHa%hL zLL~ZLmv0C`9AIcO^(;3TSc<`yjtw((w>p`jeblfF=NiMA-g*$d;As)Z5vx_B@%jjc>?x!8YLBra#H+U_97|!*!`lYWG z#n9Ipjg*dMgEBoQGyBbBhb9+2ozfV&+zIb}~81aHQ9ReF$&k zR1j|=8p1(zc0j>thOU~(YQ>O@V+@_nTG_rkXHDsb>6SUeQ7;RYLO6$>AkLyUgf4_7 z$9_tX-9(#pP4kvbCh&4{E5}RHgDM8;u`HrQbGl{OPBhDDC!DBbM=jeLs*s#}B_7p{ zxGaA0YVnK9;umkq^LT5X2N2(*Y)1O5K#?UwW;lo;oM#yE%Fiaw9u-8z1%^|*rlm}i z7j!e@P~mE_?Og^fr;}}DOi!7raFO?rfvco?w5J*tJ<+>{vleaSKmhLraY?GB7!HFP zlh;hzg?FV@E0&5;N~bCphWp<2Vc(kD8hHCfv_~*8Jo=a7|HqQ=p|^~J?jQx~80B>> z^cSf-shD60q-HY}5>p+R#D^iAz?JFOWj-J;Y zoeHH=-1O1pqDa6b05yjVx$zNk%aFT=w9Av@@-PAE6n z>0n^zL6{w9{mQU%+8_kS4~*(mH|`Z}S5TK>q#ViZ zZtjHD$%5g!mvdg$m-h@#4Dq_zOJ?q zup<3)6$M*M9w``a^ssm{ugbjFJlR!-h~2S=;kkE~zRD2ciq&Bou>7@K_a1>l^e1Vs#vm z%2lc}waecTGnqQ$Pw>v|{-1H?hsse5SCrhHT>cFQpJHgaTieFSvmIP~ z_!O6xyDx9!{bzL6hfRVJ_)h*sGJT}GimUVkBk%{2?-IF_Rv)6&+M~Ekf2nGeFlTWX zSI9nT?|4n=D5;zvoV1tf1JR_#i*&k;*2q&R%R}23zv7Sh2OnV|;{ORZ9^>XiB36CS zPxeWT>OP2I8fl_Q+)Pba1hZ0SY!Oz$2jMXiHAiQpsGD?Oa_Hv%w%J&E#B&sw~YVZ|7KRO_4vVHiPFbWLZr?o)4B{KB(3VbPi zoWgPnpI{}0Pw`m_pX1I7#`F$ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$1.class new file mode 100644 index 0000000000000000000000000000000000000000..97c14c1fad80326aa25deb456d23654503a944c7 GIT binary patch literal 5076 zcmd5p-gn5Q{K&-NX=Lz_^jklCrqPBuz)sMT{BE5X}ga zZgJNnZMv`SlDJEfHr?FRCbT)H<@95JM1M)!)90dv0gb@^)N&3pSNG0+-{;+)_uhZ} z=P!Q+@EC3jJZ_kY701aYjI6XhH<5PoGLdnugk1Ne?V66A7)g$(wed_=x|h6|W6wE` zH6z`E<;6~F5JH3|RvgbVZMEAec&07g#MQN2!n8e^w+$;XTX0vUotZFlsf;mL{#t#q zRIt+?wYZ53rO~OOi6Bhd_^5y)*S#{PvEt8B!r9qEui+pfisBI7rK1k_2}HbQ(-jyAgmy2c3N*&j zPHxqbszQ9QYvB+$Y}#wiiY$?Uz{8!@QR=Fm66g!CaTl+gm#IQ_QhG+l@C??VSQ0qu z=c~RIkF!>oba#^jlmGOBAa0T4e|nn$`xF886$!A9X2?D|q_0ANeSU#e1Srr|UHBxv zyh-*G`?j)c7;A^RrKmPn{n>FK}OHfD@wVLR?2Dx|v^= zk&?_Wk&L1jeJT|aw6~|bsOPAeVq^re!Q|=}Q0>0KuE3J@Zz^jou_(Pcg=rm=cyhN_s(bB#h8a>& zu|5SJxjUa!yD5q}%r{~dWWnaDmZ{-m^hJu{XaBrxSOw-|xKp|I3Kn%N;3 zrH?x6OcV_t7tmAAdZ`(+nmVuetESwfqxb|29nT;o@Zb)hq-DvhVaoA4jeHGEBx&nK1f z-w@~yw0oy}_>Zpwua(_dasan zoMH=?`JBv{q%1k79wZ00we-rQv0D0lbb>TLRmi1ezBCg}+P2J( zS%&LM9)pjL+iA;j*;koY%MQDsKI;_nX?ej^@{Z3Gcoojc%cg5m!H8`;?3?PYj+3mm zI%Wm0u}m|bMS&)$VT<)i-*6>_Z}B&;EtTKj-rh&HfSuvs)ON?AgFMj*o0$d=r;$Ai*CkJ)8JQJRZ4& z{y*cRVJ!5%4!!r5+Sa{=g$+D?16t$_M8ca$-+Bjfp(Xn^uKta(!}vX)EvWxD+UPas z%y~Yd=UBLZ;QTQn4C7Vw;3nqzeu{6KZ)JTOS9%b`3ao8Q*Gqng;UaQ$IN1TK6^@F7o=u zptdh^<^AgM0riNvOxTB9JdE#9&vzFQPU3q>d_RdF;D<@vz>kvnF@D0$E`Ewv7E$No ORTnp1yx?NRh4o+e&fm8H literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt.class new file mode 100644 index 0000000000000000000000000000000000000000..5ae3bf3800f5056d5fefc01f6736dc104444abbf GIT binary patch literal 21624 zcmeHP4SZYIRX{=P6h^zUu~9mpg+ig@qx&jri0Me(ZLFiCtlMC0Y?OBEC=5DA3*9<0&bja1 zrzhz>OSa_Dmge`1@AtXqf9^TwoqONA`uwE}p8|kg>}?Ff(RgSgnH&#A#}zfLg<{E+ z5*pJIA?0jZQMGtd4fXZ+QQO|JaYZ|j_5fqxI~|>lh7wVAJalmMv=YPG3I^3lwO{L3 zwRBXCDGcsu9dIH(Iu%chDJd)I-Fj8OnpRSi%2+&_R=Ni!lIcWT4W*Qm37jN!U{4~d zY26!3rOTMs)33&olW}$Y;8gm|RJv;*7g4vB6UR>2FrGvz{i;2Y5gWq2rOKseB%Aqe zEN7&q^V&U<#aef-gD`tWMzF0^iRN=OlFtBxT?H48lx!pwRkf4J)MPY`>UW)%7>uSS zlvFo^s-Ex8 zO+_aa?8sn4YyNUuYKDo(c=yI5)ldVq9I9a%gUSigJulQTs8>M$Z<8E?q#s9Rayg@XmTnYR~0R^C#hm)N-!Y! zZGNB@77&@=W08zqE5$CNp%vRi=pA@NrgBF=q#W|mAvHpK)JdO zGVj@94&EZWI+%OU7K_K)jngYp6+QVTORfHBUJUm>Uzr39&7D&=43@;CC-K5I2Ay{9 zX%5NDSv;_v!Q1Ty&lT99Eoba25QwW7c_?F97EV67lfw>j7>hz59a0yEZlb@Cr-y}q z7mX*TQVMfzf74M}0$EG6=peo5_HDWYr z&9F>57qf;ZReD74i6#=v#R?mH{)WmXG$|Cils^`k*GA9Tbmi)uNhK%Gq(hS!Q{whN zG^nQm5zLUNx?dkAT@XgzUKqDi1Ig5Q=(Lg^O+|6X7>cTDGA;H|TFBTi;v=GRG?9!= zc;O}nt;Gt>1EUOvW$$8-RWQzw3hHdzV;mH+n?<0G<}}XX6j9$*3h!v$r#VcJS^A_E zN?;6TOW(BEF_%Wu)^`DB6yl)#<=E7OFO&P|OO0y{Kp5jH)=IhwiGqGv=f7t9;XNfg8+2NC zaJZ8^#4*u6;ADu5)g<8@p#2Jm_Yw1pH3d4+U*+%tnqqg!C@@s} zH4b-^kj&GVES%!ZnQHX&Oy-)pOa`vcS1|UG$E@}aoL02B_ZWFbSC;4}m^lWP4+zKj z$Fy?mc43Z_&YleI*GJIggzK;pQ{vOgSVqh8&&(M_>~!5Ko_sPM_|1i#(PlVtHuHNq z+($OJkTc+d^wGwDhr|6ue<5eU7W!!5zsKPL3OeL#tW2xr+|*jRJgE-i>z4SLgm|Yx zK2u|^4TTN=@*jri$HVw0G!YtzYv~@-h#Vf3=q}FSJ5U8rH}ehz3R|f7KA`x?NTvaC zhSK{QKSe14Se_X1EH0az2mXk`jdtc+;DMW`gwEFZCmbFkYgx=`&?rC3;bSxno+-}n ziy1uH$wz~>`3VjWmyaNF_(=|rl#d|pj{c0ph4K-^pzO~%JW5AHjq+$HPcRsZWQ$9G z$fFP1S=a}?u}^KYEi2>h=J9NOz51egLA3EoCrY$gLkXRI&@6|?$x;?~BDC?(aQG}u zw7*P<&<}l%!xQBsiCq2_hbPNP5`EEMb9kzpB+(mvk;BvEjaJ!tBk6a*pH%xa4Fim* znl|2$F!sX#cV{Hk&mq<_CH8s@%tH5h`4)tZ67%}g-HcHmCd%0!Po*!KnAs@%nY;Eoa2Xo=I{b(^yQci z4d`Dve3zyhDl0m)^nd5@V)+Rp$N$0M`{gH$am7m@Y;5H(u#9n^rh3$*eUu(Isd?G zVXnqemmEDC1CIBF7UT!} z$?_A9z43fl9)J!i>F8KA9qne|nw+k{Yho_?!{`s-)rSeJKO3h~7;|H7tm=yw&)v!| zp5v|t7k7Ex+~vc9QO-`NhwMn5eM@lwrXpW!5U4Oxy;ZW$O$JNbUsiG+(`DS zQsrw$cJ_nJw>FFLI;o>p#kN{dz)){{3(}=XypvG|P>MlRuT@O}R4-{gfpCq?=PhrR zEYJF`&QX@$YW_P1Mi0uJ=G#c?Igs_8b0`EqKr=qWNAg$5InCR+LwG3{8{8_U_`$W3 zN+t1zZqUS&6Vu8QvdsHc97|u1G6pxw5cRaE(36Ci_C`hhTm%qLzB ztYJs}J#!H-%#aLcSZ6YpL)a3><3&{++!kCPlvhZG{#M9VEIC@{VR*03JkTsO$iwg= zoyWXH;V~{);pJjEZ4Rf#>Uh{ryk2Eu!wc7Q_othaLS!D+gIB<02}M$19BF}vU4tq> zIZWt{JAU(Jxn`?vok-I{*j*PNPEMs_%5}=<)c9Wca|gH(mDAD0l!Ax+!-IW?cn&Ro zK>Q{F4-U7;+&;dkrL85mpJd%CV3r6o!dk`jg7R4{+%>75)m{zX>6oj z^zWpx!M&U`Cpm`pv}^z`eGW}cjw-2<=x73K`~%5YG;t)Fic{IBTrwOVSEFgVItY!2 zr|=T~q;e###j!_U<{}C1dyTe!ye^#I8pv%monjV|>V8#KQsM@rf^LrMTDvb!+|}Eu zFtmXS+_YhX8ebz+LKXfx$6K&;7Heti7Qq1EJoq;G{rI;`Fu!Gpysq;4j-Bjw) znFGOYFV$S5*NBR~qnohiI(^I;Zg?QP>7=HQ`2b;2tOf?vR9gh~T_U!X2j4 zh!yS;s(FV6?ok2v279;%5Y8op`(uQA3E>_;AVZ=L~#u$+`wPf;muV4Z;pfh&=Vs|lB=8g77k2KY-5 z7y)4#fn#{P_y&Qg9cQdJme7q_s4t;Qh zH7-T!sxNt+ElT{BusLOyDi6d^=(M zMTzM>RQhET@tp$kdvg)$t9%QtvKv>q5?9%ctNbopoA<#P!=pFL_dXK5j3k8bm{2^1FKWC`( zkdr$9mZ{G75z60|nD3|3@0yq&(DnEC?LgPVy{Nxl)ZZnjzh2be`(P06En0WG;13Ml z9fAi9_(P`d4rS@?Z&+6xm-NG?hx(@Bp%N0Q;i3N6@K6sCppQs+AEVO8O?VGe@lW;Q z3_L=m^Rnv&D$U5YN5$fQN^i_OlGei#^kom>;&WX5rMUPU7yl!0Eq-x01RqCR{sda} zLq#h>0{+5~L?X+t{h<|qVU537w0IsTl%JNEKTD;*)G@;hJVC|JOA$Otr7y^?Pf_V_ zWZTn1JYUiqbH(!*il-XIQ-k8EM)Ay|cpgXbd>X~`85GZB^AOLMZN>B0{KWGWQ#=<8 z?KzaAJzq7n=WB%W>k{)fsPs)8Gm7UK0s5b0>vPolExk1(0`m0L__b0!t3?qkLlM-X z2)=~w;mdFko-P{tA^5fd{ZN)>{O$apKW{?+o&o*l9O%+;ULZLCBEfx^O8;g;f02sc z(~C3keJcH@?D{g5{!6yKB82n<+4w3o{zz}k2q_5k%UjQ)kbEelIuw!*h4dWi$+u8X zzKweFJnG4J@aEvNMGNd^j1cuu_U0^seP@0GyJQONNkd>Kas+1R3S$V3xeTDpO{Gd5 zD9kVq6}_^NlTg@FS*)SPTD@;ZC~Gm+u7;OTD1H>maukXmh4L~A3So5QKSv{fdKt$KyZ5cijlr*qz@bEBSw0`NFO!QCyew-BYnz9pElB7kv5{y(Z5F2 zCHmKZ`b7U4@p`A8-YL=sxZ6k{(Cb+{>tI`}mSE7`&N{Jw2c|nP{VMBX-O$K(VcJ`@ zgk6hiANGr3Za3B+#PKe+haEz>y?G{K9J{>n&m?HCd>%KGK8&yHjzL8~^Y^pm{j8p? zz%09>pRHsK$AD?9ku@EIkOq|+Y}ME*jjh($l^Sc-*cuJ$G-?WKtVLs2X>6^=)@iU! zV*!m_EjqMma6n`0DbF@&tW{$hH8`%ZpawT-Y?H<|Yj8$`+cZ!$xJ!c%X>5zewrcQU kF$9TU)Zi-`3v2Ma2A4F}rm={KE^3kc>+t_x!R5aH1ye`?rT_o{ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentLLMActionsKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentLLMActionsKt.class new file mode 100644 index 0000000000000000000000000000000000000000..853357724b9336eb9c1c36683d8dcc31778539b5 GIT binary patch literal 11889 zcmeHNd3aRUb^o2wNN+SVf2&WrP4TMhJ`qig9B6ke;N0(TqHA zB!gGdx=x*LS=zLaq^Z+1P8X-P8!+I;RounRQg`2%bV=82-IJz`>F>T}=FK7jrhla0 z7k@@`=e&E*Irr@6y!q@KmtO&Jhnx{?)|2s*nao67pD@xnGd`Nh8u2kR6*o@hjI^1| zq~m>wKJ{#1V1M6ejsSCCPJ;*{C-hl8p3>73@dL+C7^8$%3Bsc(L(lF_nz>B&wBU|) z1C=OP)Z(ULmQWbUCUeG+4en_@B3Lt!$xg&i7`fwFJ()J+dODrS=@uLD!Ax#&CY9xOIuQ0->3nGL?f~{}%ei|Zz+6g0fFq@g0&IxW>*P0jBv<0&? zVL$E(qaI6xSb}AOwH5em^)PDdqbGs}bytr6YW@AhkdXp>y{tXG&0=6*eu8lrVl5iM99#Lc*c zQdvXevo|P-whnlVZ+s?g`%8R}v+Cs8w_t5Oo$ppb)HR$kU2ABiBR!PNP41^F&{s^$ zk*^zPRWpkZ^`k3;unAe&F-Fbuc#*b_AZepZi z&Kd){nHwzJv$w#}b)!tEh_SL9t84YV#hP^q+oB3qUcu~d$5v(b+o<4f>&!JNc6&Xj zCqbhvsd7F9lIFjJV98iEGhK4?rZSkzcUKtwHb=Y2(e8S(MlvgGGG(U(O%`carh6Dl zhLcll zXlg$Om8K3*E(aGzc1%mESM_r>coVFDCPq|S^S9QIXpbA z?4>`$YU ztRBcM**#4dBm1YmZTa24!M%_b`+F<%A7W4BCS6vEtg5Z1qfoJh@gsP@s%C$bj|&Y+ zf<2r{ZW_)q4j0b!WwZKe)!}IPfS_uf>fhdl4+Zf-{J3CQVPk(Lm0};u9#_Lp(6U+W zQxO?9h7CnbScC|tBYp%w8NxYy)MdnC(tWPsV*+hbHwT&bEXqg2_&9z#glF+H0)N^9 zFLQBwwHU_F;W@SM6YOYR8*)-Ci!9X?#2p!Fc%BJ{GP4qFnuLlmI&Kuki}-~QUce`L zor2K%C-v+Qqpgu1rQj~G2i|LBjTW8%a+5|&)<_w%Ebv-Xb7!`UGY_{+8B=WY0=P(D za#FcU>~WirH6FOk@xUkzRrTz#F=JexNs+I+yx#34>}|%1;76Tm-7A__3h@{5sUTj) zD{PwgTimpa8+vYrOef72P6%3zw6cV;0OlxneTD6}{YvO@JLemR6^@GF8v1xv84 z<=0pUIu{(xn}+g0*G#Ot{yHmPgAKf8Vqtt%ndWEkIaZ^t-rkJwYxoUX;HVQ61W(+6 zQy(pLAlD18Bdmn+oA|9DUdL|>TJu85MB>9Gyt$rQbF zLxtf~ta2QW*=FkomKd8s&G96vxwKd)@i9i#I(ots=U}nqEdQs!d$NsVPTWN1#$z^b z!>p8+*}29AxM!Dn&bm>HB$kY^eM+XS(C%(+@aV2!c-$QFkYbwi60-PPRD54Lqz98V z?-4ZHrz#7K=4U#INYI-X(3>%4vb#tnHzPZ1*#62k_^7&rGVl~z$qXCg7FXxRjMqv1aV`)=r3Mfj}Z z^c%JKI{qt+_u_r3@c(Z{Up1x}<_wpk*$Jy*6OED6eQFEF36*MmSLR#pnwGcdQeZCH9kgx{Fm9<@7{)TyZrwaGMSbjj2@0-ec`GBk~ z?_#bxg3x3gyT3A1U8u2FRp^Mc1*KKmRV4II2)arYdsPM)VQ;Nyl6hBh7h7puj-8kR z;fnw*Y3^3#OIW&8Y5JOMWNB(9A7($xTA4c7EL#-#cG^RVRkT~((iPT~S+e_(Cbvzx z)iH8rmz(+e-QA-JrNVkzqgK_|iS(FpDlB*L4#csSS5ux@@~X$;NR7qH?!$ZBE&G&b4hZ^f6Lej3WHOmD zDpnwsH9;d(W*AC3ZH1Ml8%wgXD;$cg-pcSr)F?|kWfws$L^XB@49HMe;?`>$In2m+ zq#iXY?5&*Nq)2Ls8v|9y;IK|7%r`Y##Wxi`^+(hnPPc_)B;To|`bNv~jdhBwnme;S zICm!Ki}-@RM*a)%UnIcKs={{*UQPI-Jlr}GQeT^bk-0NXz7A>gb@-a3NXzB3vgZAv@8mw0&O{z<{uIJvRF05&7 zWSP6}3Iu$S<^0xQtyXZ=xcAkkcD(wL8eb&JQ%&y9S3h2}Qc0;xldcz`_K2|BnfUnaX;7drxms3MG~afTd8*B|fuc93 zLz$WEsIkj9J~Oe~eI-oesGikRGls}VhxYd!3|2xI+-JRq4Ym!nxT`(E_Lk0;iksbA z&R<=Y9ov^9x~`UEg{s)(J%V=X;fw5ilUCfY9XsYdK_qPh!Ok_E>pMHQc6SDEzkSo1 zuI|pxZNaTuHm~Vg&vjRa3+?LiKsN?&-?)uCwsFVi!YwUH1>645ud2B0AfFa*&Z?_p zeOGYPMg=5m&SE2Bot;}O;O6z)f^EB5j`;gCV>G(O0~{d@&P*LQvcsxBR$WYHR8Jkz zvq|;c0mcr^aKm52HRyL$DDO`8!S`Sx)d? z$~TG=c?-FddQcX!#L?i3n4UxSB66j+u?-Qv94^?#63i${rM5A<0Om(3W8Oi`eMOib zt%Uip1u%bCWz2UG^WGxN-(3mwllUG-{KNDjWzWs7*59eL{xY7vxBVsjKqVq!3}Ph? zcvR4gA9PgEjHmEJOZZvA zS=^^qKTl978k)lk-QlV&b{tXxKJNI71AASt}=SN<|pFK~;tK<~_ z-jBc)#1Yc4M8oT%;olg8&hhh{hG+QkEZFuAXz*+7_NsQsH?a5$0_tmiKXz((?FxTQ zR9yfP0-p9;v2P3NNNJ3!H?R~BVJ%;W4Pcy*3A}^r_uw?%Pxv{y&4&p6FkcOR5@|~t zPx9;l1LB`Ec-0|+t@sOkfzfj(p?`_LqSn@O_h0jAE!JQfe}gab0&4ZQ_&YMX6i?#s z`Lu?X`cC`rp1O5^JWCir|_>yBx=kaBH#d6j2_$t0;ndy1_Gya8=I!*q4_+fdN zpEcY=C%61^x!(z-cAz0tMes;1{vH28yQH1q9+Iiy=grIg{>RTE_#(bJht~&|`>Xk_ z+J8q|d-H~i_#dSapQRBx$fAHHw+8YG93#pHXllo>96F=XF@~3KVgDHqf3stXU1dS5veV=?dqqUc0h2WCh z#LD-AtocCRJ3kk#js{%sd?i|~yi>7lJK%cwub>qHO>U;sl>6RB$M-DPv&`ZanzhDE zxCjrU1&?44*Z1=?jYnY;mP5NGgmD%fd(bE`$}~thuB1%AKsVV=e^;&(;OT>w>(nr- z4q2|_w^qt^RCF7+T&IfeHfgzzQs#`j1xNU)R!ZecNBqTwqoZAp$|Dr&t+bkUiekMJ zaO^_JHk~eynj*4+iB$a;;jH8~g;6z}4#uysPEh`Hgm&1elEpyP9qpH7lQ3NLwR6S! z!zJ17!{CNX(x(DzI~TiD5PhNBU$vz=>i@LtId|oY?bI)y@W)dA2QJEfJ3bcluoP8q zU^P|1nOyHT(V>ExCGIu~Poq#nc#Os0<5N-t^IWGK5LM8HaJSsUr#>oUKn__#MOIS${xm>sEpl*W)sz>7$!EE*lc2lwccqWVPc<&BPK>nOqxiVIALPe#A7C&H1U+R z?cFBcYvRi$zGC957UX>fsD^>0fJE-P zZKD>O%LT*Xv$X@6RJ)g{`w~ZY`vkXzvR`c7u;1Z2t>P=h-A;@sL zb>cN{gwV^-J7)^h{eZ&f#r4B23ZoALDtZuR z2vWu!hK2uc0K-76U{`Avmsw$m9%cx`5mW5g72d)T!-e?4ERG)}F(iCszXZ)Cp7%;C z+%<}ZYY-0D7QL%^)S1hy_3o;rIr|m<30fhBZ?1H zoWWU!9?Qsc>4zRh4Cniy-~##DQoqI>&vK=bI77rO*X>8EV%ab)ug)2c`^9@Bj0sGt z7{?StARW8NaO_|X!bm`q%7}etzw~s=;w8h%x`xYBy9Hj8SP0<~gH|vsE9%862V;J_lk-cd_?Y>qUKR5Loq4VqFHZK z9>aHWUr-;~at=D{gSPGtH0zTh2Ino+|L2b9tF^m*bsF_P+(MwPH7qzUE?S1;tZ{S8 zEHv6ENj9JV{=kGEcZ3n2U9VykF0A1FK9GDzH1zeGn0J*wr%Gnc|6)A30dyiFB=~GnY zq@wOU9@=|+O1a6-_V&@7on#ZrMdecOP(TuIs`3m)Yhcb0w)nPcdk*EB4r(<<_M`wq`~`BL4el^2@i#$Dc(s&*~=V!}t9e5WjN*;`yr zATzN|SJxsDWplErwQLx5)5u#qCkKZ9tXUF<+vsvfs2de3D@Luw8%)zvCgWA}yxyXO zbs>1YQ4yT3g29w1ShhpWhEi6xiwtVk_UZ+`Y)aW9YaYEms(izAOj0&4giY;EzIKqL zl=o0BL-d7g$G{L|r=(So=u}d~v1p|s(AX22=$(9qBR>&|p-SV4CK(Y7(h4MM2uF!0 zXs$q|In@=drI7DQh=fY=InLdk_yuD>(t>_xnxDovJoy~c#7nMBJ$Zqd`^P?fhL8Us zRsc4QK`5gtYBY;9ghk2bD8}e7jfoQNJgL1(_DYYEEwiFz)-|FLx+T(yC(XG>yL;$6 z`W%ZdpxmE+hSas-NO0;`Bu9cj_H&Bwt!AJ#EX6kbIem9(+S|mAKMN zU<7p318|75_a+_Sj>23jrcRL12~G@*>MlOlmtxjqMcSEksUek~Z#Gp4byhGe$Eq zfl>&x(1p@cy3&1xmeMv*9A}~6uC#RfANr}MAKKG%`nl=v&1g#^$B;u$zf|_jym`yL z_uc!u%bPd;eeP8NyYOd$G0liATGo6_o7YXpj-{-u9-Fh%G5v(2o3>$@v7y9}9GkS} zbbHK+n0$_&&{H`_pU9;hV=1jqTUOeR#1#l3_KYuDPTDXfB`fC`rf$cMFK1$g>F8Ng zOUIHqdr3Fv#Hjtq+VJ z*Os*yxu;{}hV2Zt7s)JTt;~`W%jmXEDzORg8Ie1P3~TB1!0w_*WgC#R4Kt@n=>|L3 zr(Ui^-CQ=ZmYJdIV*B-!ZY=9_lFfeIrrOAdoLn)}nmHevnmw+kWUoNSTT!5bfWS@p z73(NbLA5~jpkW%$Zh=Va;eyiF+2KIjK>=sOX;efd<6I?pxOK_4A+n@pX$L*+f=WOf z4x$dhTKG^eg->iOd=NEgR8fT{fq=7M*a8!8tEd8XkrZ*1)+HbW!W+pXP;Z#a)}o#V zzrby+mm9zB@-6}Yc%(;Q(>g=F0$mlDU*vEj`fP4~LU*(|&C!T2aZI4G+^M@39rmXE zfS8cCDZUwO(48TuJc`im-s61dcGZYfsv8Idni&=78?I|ajAj0FQifN`4K7_WxO91b z(ItaR7xB?m3@%;ea$GUE2((@97Yr&{gHbAF#}dWnn4_RW;JSI;8J^ldbznL%IXaU( zklZ&qIWjsTu(`E@qJ!u{OhqTS)2g&KtEahzL=ZjbmC)NxmF3xc{wtaE5w6Zc*1B)X z+^ZSsTvivjwvt^B2C)q+zSr zmbRZ3xIR_vN*WL7Q`r&yn8wg9u%#RX1(pMeHsa|Z?on|7?`33aO|%ghH8`vyi6g{i zNt_Zh1@9NAF{Idzl_jbR;B~d*(q=zRHG>b-;cjS!?OrslfZnJqX!ayMkFMO>#;B^} zSRLjtPf<*E2Vo#4JB|yq7A(0@x>S%3VvC1HGl(0!*3vrIzB1mVTDilzGBgN0-Fh|1 zEw0%}{;PwQgPaN*jC319{_@PP-~=t8&CRV7ENGbr@WDD9#e)JjmqC~Ko7d7wM{`(z zrSv74dlWn*5KA#(h8-)sEz8;>qi+k(>c<#r!`r;1vn_m|;VguUu3LkXm+(%?Fgni! zEb;iLiih!GMvbBt%gdUL;u8~0t-~@$7E{a}OSD06d zv!<;=Ub(J}Sjk1mQKf@q3bT9$As#IXzaaz!c0`Pb7U`r!oo_lHMVJg#t~(atvT2J> zT6m$SMWi8QBxowx&#Ukhe3rGCXBUA7Dx-Tt9hd1r2Cb_>vA{px9_FPIeM3!OMQvR) zV>t%P=9bnKQ$h`DRi@rAG05a2`~lX)3cgJ1B_@;8LzBa!EY%7Hl^kSb{VKjz zi?878L0pIH<@#?5_?BpX-x4b`-x6!EyUGK8zLYP6^}0P3rTjd;Ah|qCA1FvtR=xQ$ z%d#}{$s1UsEXszTa-48WHkL2GIm*_*c5<`2c2e~IOB_GVjk=Ih&^jvf6$%wh-tpNjHg)=%sVAZmg z&gnutlAIXYr%R7$#8Uq0M4uKB#34S#nOx8RTW2BKXxIj27&1+ZMTGp&BCs_-mf(5e(ou9X3{}zd`2m4JhGm|NIkL!e zpFA1?O+I;`;S=&u!e^5_t#drUi}98ee#O>q`1uC}qgz+d5UuW5Me~b%7x*>rVQ&nZ za1Gx$%ca4f!`5b8OB%mn+XofRG6r)MY5J!rTO&yfop9=ffWtaui)Nj6-7CN`&>b8 zry%4@23$$m@0I-O*|63y*I(=HiW0ElZZj|R{h|7qv-pq?_dIvu-jKpw;M93Md}z}n ztN6%k)Qumn^Zqxe7ih{x1wI9zV@L7lzU~^~ zo+xb5i`*(!MY}j7y2Xl!i+!SpYb1W(AWFN@ zhHZF^sLS9XuO+Uh2e^IWW+K@e-HBW9I6g|PXXsU4%cf6#3?HY@Jjr>VV5^#~qiDqw zP(&kc@>+O-e(_0qnTl0v`bm6>@8=N5r|F47JcT2?ddYJcIedn#D(M}0uWA)4p5|JC ze{rq1;-47IulPIF;;m=~>ksZidhHA)A`P^hhwl(!)zG<$XZi!7Ks(VI3J|kHp}2Z5Hh*!E?;xwMSltpuqMKf8*opBLagj^QQWDz0@1;1ne4QxrqGK#%|SMgePE%pBj z);Q-4_6DfYb9r(6_&s}kcnAK#J^eqQ{;%^X{z!8?NP}#pF>kbKmz$2jm%z;lgmH`8 zyfuMa(ZZ&Uh|NTFo7>!G({I{rri`df%zvL){=pIW6L_A}6Zj!sNZ?2KaRNWVsU!T- mi5KzG5mejwsg0Lytk`(W#^W~K>`#=SfdKnCuV1)RfB7Hz2sVWP literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..3a39b9b5320de375d39e1da51cff6ae7b0cbe362 GIT binary patch literal 6778 zcmeHL`Fk5j8Gc7T*4fCmV$xiNMkH!%%d%xViF4RZaU7cn%TBPIgfxV(me=;it6fFA zauTkl+()_3a-S^}3TbI>Xblu-OF8}k{u3Sw?`T)DV#`S#QXYQb(WBkjIllRhciwMi zUVioZa{wN|-vmx*Mts(`r{mhRZn;i8ZRhm(q+`bQbFOYVhHb_B6aBJn)SlFxVK-v& zJ$Oz}=UsgyZ@Na-)W>bxbo#Bylx|Iq=?-h1NLQpwfe`pda@KZD!;+HiylYsx6F)td zi5r%y=Pb>Pr}9pgbfV22Om)FLn1NE9qO%J?`jExxUHd$g!N^ z>M5_fB)LqF0o$TNc}-5z*PcAB&1rF}XvUL<*~ z-n)-KZ?vgd)A2(Sr}ebUI)T_qj8{-CaGyV783!n+6{zhqEW_O=u)SrG(zmm+xAmyN zON&QU_Ns2p89Cd^F!u2=J*^va`lO7s7h!4gQsWkRv{JC{61X_Ow52YR^8hChTI`D; zRwK9y0n`gbS`xQWm*Rq`L!*isgaoSH8N(4cSpvc9us{fq)sZx@W$F@w0^!@~C{S-$ zbM~z6uNr}EelW|C*SZvp0v#1(-?R`9=o9(r5#7}$HCLl*VoIQ~eDQb8x~w&;0C9!| zgMWHRP;ZgpKV4vx4#_4Rp0he6n{+VX9VIsDC>OXQHW6rDiZ`-I&LB;top_>D9Cj6K z6<9Z|y90;D4jma!j1Hbk9Z4M?96d02Kwxc41qTIjKenlepjn{C)FyP3CMAMsMN~ql zjlS@w_wX+#X%}d4XL9!0L)MUHnE9M8a8IRp5Lt0_s^~zMKvgo*DbTbuMnP=H4msIQ zf!&ps&THX01-n96PwQ{ONyIGBYouGCfAQ+?EkWGpIk`d)7btIk-Y_TiTyJX;J4eVn zy+Q0nuSz}p8f)=@Kv&C3C4}&xz?K5v7I5q78uxO5gy58xcJ17G1^rwinS~00SIYhC zkK>3Ld-9-WO`5tBN!s>oK3h)6DG8G4@|v3lj-Su!ch=}ldF!#|So5bH&`dMM)I?7X z;DCz#7^EkMNbFt*f$k+iDutkOV(6l*gGe+nufI(on9p(%>s}BAwzd@Gx7=XKeMyX{ z*p1PJ9JEZTRB)L1&FN?Iy5lm<7PkQcJ4zERGn7bLh`OIAgBU|f&O9!#d7(97n)%9p15MUHX9V z82=#^$8drcMI_}%&X#Q&1ooDoUC#fnWg(J56+byKH!axZS*_sR40k%G(>j6ia!~tj zDTb_Mh7&K(t_y2&xefwTD;L`rWnR6_)P2SF0vqfj^6Ick@&PTWnbXWX-_`;rtk`iy z@yi)j0Yd^$y?zt^r(44c`UWw9v~<~N@|&Mmq&F2X?bIbkQ{(-k1B1-=MPK;DYr$TH z46;G2!+JSBClJUosRXj5_RSvt{k=hn^NR&`D*~;w%e_7MN93N*-||+@2V6P}@J?`B zuT7Y`f^)QlB$w03C$W5BX>L5OhZL;Dc!mZkCiicjLx0wWP4qD9)tfP-3kru~jLSn|jgkx(+|=^b~Xmw>99x;!vM zj5%f@DmE4I^&$s){OW%fdaNzW21VeIH&w5vOW+CYENQY5w+1nXvvPrajhXc^fdh9I zoe~um)?WzUXo8RlHeAHZaylvawmd`7f*`&t6YF>Iy;6#~IXiE;t$}pO?n+d?uksnXItcs3doUL`UJO)u7P>1(Pz6_c056JP4hI#Myn^dQ!ctZhXkH|3IlC16nwzv+cUJH` z`Il#v!WD%;v>39R&U`65pG)h7liy(R!lze=M^hvHht+Z>;n`0eE?nfO(Nwrt8dBTB zUE#(3ii+KJmq)rdUw8P_fX%(3cQqvS^7ChUp_V(PQjcNx)T#0j!>$@ls$E;VVmr3? z?Cny!cK7Vr+8yiOyJP#V1=|WPQKSET1F75go}F8}q&l%~H9E*;uqtItTbf%qUsezB z{*Cxa+S~;n)pCYRw&U`_-2yku>Ddu2>wh;UdEGXe&rIk!zb2TlEIl`1Y7TG9c%&V) z(x&b3aO54KNWC5+h72ihZ6$aJY#ht;-YlaZH5`NU_FI15RE=%V_jj z#GaI6fno2(Ucd(a2ivZqo9#XG*gXGKc<1vJP=!D8*@)_YQd0$5>;NCYi>%y)S~BKo#KbK2h%*>wd5rHA-$lz} z>~#|Fq7~HDw=u#ihEwz#*;#HbeJ>?^i`L&j;J8$jZkifxr^|ZUsp&-uD0kTUlEc=AK-@&p?*f-N50Gl{Rq@Y+X%)OV|p1+EOvi= z$^G?ozr+YoPxtTO1a)|cUt5TiYkW(5OBLn&1~)CgqQTE$9>1wwg_l_?d*%GKQ-wdV zCO{Kkq1yk?8UI5$1Ak^@G{$BFfx6LQi0(bX>rA{6Z#u!2`{ZM@e1sj+-z)utSSprYt=L!4*7ZZ3I&v3AVU*g#lsCID4!DR!8Gg@XlAGL_W+??aRADqDNhZr=BZWyy4M{3PmO>{jrWMkg$xU+G$xJ%; zPMYFEse)i#aia?Eg5p+?G$~bxqM*3%JFfiom%n@-t?#*aww6gl`+$!>?320o+_QZ9 z_nz;ZKKt*-p8&80&kKxcMreOBIUUlb^@L@HV#$;qnl$4feZkTbrjbm9dLzAZY$Q3U zn}b#$!S}#|9!p#La5`=ob8&q%nT(sgiOHy*nB1Y8>@@>z3WN}yL;I6f+(<~e$+Tr8 zbThPXel}zzEIpOb;-P5Toa3q?ZFXW(>(0)WQ>N01m_`0(Xj`V$(KA#`T3d25Ajt(Q zD{Y_id7WnJ-9!7dc`Zcl@z9WAT0M<9GIOcq?3@*v)lHLBLc`8GAoU6KY4LdXwKg`izdLK`Rn+Qk*d=ge&1uxWm`7fc_@N=B5S4*BEk#%8aXZQc#BMJ<@K(Tu zbyAhc+NyX_jw%(Us1|TrGlnU!=VcUJz!Qiuu;RLm5CQ*M5(=y{67$LZdL|nLuB?Ay zU^Kk2OQ2*Z&@Qlkm7xxSmLkm0$iRMmB0W8%X^cHFB~VqE^DX-=_Qp#9q07g# zeC%VF!3H27f?qT$g=w{)ZTzOMht-(!UxmF&YFNR&p%F@V#N76*k| zBnq`Kidu3g)KVzXd7zL$!wYkX=#w%CZZR_y$u$Qp1uX)XOzT$P_8r@Ijz&fX#-lr< zHx7*S5A+Lcs4wCGFIv&2A_O|2G_FnPaViw?q7zri0PUhFGwdB)luWK>P+K#ppn}(WQRmROjslzsi3+G-B{d&N z%p0j>VwQL>&_#`l@zV2?vT$3luG@=kc%28mxIPa{tH6wc8wA?VpNE1W0k7`tLK$4> z&zLZW^J_tOcTsNn$C!$nv77i+A8BA-GX>)U<%Sg7N~Rdq+2FOUW7B3oU8P~dgD9ATj=E=zD`03UGnzTVJY-_m zHxPTLG2_7$42qIqw-@`-COa7U^;u7@wXZ5jc(Kum#yKx8b6S+MXl$Q5-lSP6oTnff z1n#ZBkjTxgSxf#43$1w^RFTHQiwOB0dQ3Ow^+_4q4ss~CjULb@CszRrdge`dvj=kAXB{dX;*L$c@$G(4J#-(N|ZU6Vj4wR8QOdKXnl4+U4`3)g~q$^ZWZsudjzg1 zKpjHIv=)zAn#GDcrq9W8Lc#k4LNQiEekaB6%1lgh(lQ zD4;c+ieOfov-kfE1$9df@K`G3W{oDZrNSizWb-)3dPSvsX0x+g2B9FBQ)A6M78nc| z0WHu>iJC94#0X@x3$W@@No^`XVxvjoZ}x*0$V{Sn^8R%SegzLPVI98-+*Ta8*7QMv zb>x0@AyFvs{7b_;e@t7`{xAFas^}hHjtZ5v)EBvHWVY;`JQykXGJO^qiH`P;^bN2k z&t|$DBqAQiBNg}x9`)i9Tq@T;Cg7T*(_M3{{#G3ga2(!DP+f0*VMMzl4V<0 zH+87N0j8z9kHII;`$<*+yR?)cPbH)B!A&@7O!IhcpC{L`Xo&3}=04<%RSog#Z6rNA zp{FuE-bf;$r~2ZWY3kgVs|FIWc+zA|K#ZA5vdUDQP}yck+8c_+jeu`Qnpa`7`YyvX zC_`@|kz}#LDuom`WyT^rEuKBfQ?rZLG29nXM(pBAfKSMCfc@s_8K`#2GcVte=T^R} z<+TsT-TV>3N#VC_UCRpyiGSYUrbSc+%bJ!@^9a8Me#fWZ8N+&9#4paWX%NfU+JK8m zJ@K$FTWfxmYa7C;v%)SMYZWe}89xs&N@xIBn|+ zdWZS$Tfx8x-<8L3P18w41e${@7z{QoVr$U7h|MQ)Qwhd=RS)7KU)AyKN=c=WOCQ2B z%`1q8OG~=Se5GOK6n2jJN~_gn>{-ICE7%(@FX^iADJMZUg;k$=61a43<%b6L_yJgNHKM#yEZo_l~Xqz!EY6}S|9j@|ix z_V~o`P$P8Bp20 zgfE5NK6fJ{+UI6|_xaq9;;SdHc%0K53<}zaRhz@0TAZM%BnH)DiR!xS)-utkB!fm@ zsO}}xlMWj3GRkdJs0k7rdYhP9M2Eo>ICVCQnjDK7vY=)pTtgNe}tdlr)3rRIp4qFJIU5Bx#mwCcjH<7AR}H0{>&a1UWva@$N!fMxw`0o zuw=kr>8iWwtW9+MD@^+A@;xYt;ED+R5$52l?XTJh0{p{k_+{cs`>zi5_E&=m{sqx! zGSQn%G~;WGov+*Lp0L-|;>ieB@Qnz*iKq7Pe**9=e0vYdOgwGk857?zai57}Ce!n8 Rl%|q_`78c@ZBPBpe*o+WM-Bi0 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..52c56cffc71fe0f455eae6846766935457d76fec GIT binary patch literal 2605 zcmb_dYjaaY7=AWwbJ}pA7r98)8Zm`lkV6$Oka9_DO9N@BBoqa2+mj{T=44OioIR!Z zOB`p^8GivfQW-ute)dN>zMGsTK~n25PA0p1cHj4T_q{#)=U>l$2XGmJp}?h6^ZlyB zt3v6}as5CzmC$pWulQTBZ=GiQDl7=v5b z;@jNuxT-q0HnxPTvxSXGbMx&>Gy=cg&`tYm&E-NQy^09h z2zQj!*(+Iwk$)Po(9baO?}jWS8ItpoK&~)cpK9Cfc3zV^p<|rN9&nxus$q6|o#EO+ zNb_ZbNAlTn`L+ln&p6TEGY|tAW0xU)fX%FpL$HUCz+r}=rjoe^L*@X*=4EXRW5g(r zGW1PNuiF^JD=7@%C_}&Al!R04iSx1*L77TQwe8oa)FwMo+BeT86k{24lT6g8a4lM8 zFo^NzlPi@Lf#RN%S2~bXr*3HBb%tZ^rf_RTUl$|KTjK$*3ld~FGu5LiJ0(;yAXUnx zjS0M&!W&4FyP%gDjD_g6bSoE&F zX1b>1#@TT~5lHUIZ@6h4XDg)P1`Tn4*_gt#F*C!^tlYHAJ?~PQr62MzEp{57bfxwl zHMd12{ZQ)7G^es5kwKiL;^~Ba||cyye3-PcL{}7q2@#! z4BvK#I7V3°70a8>a{m?`*vEox+63{%(6bBg6h4bemVewTb4f$rGH5Q`LolGK7a z<~-(7aPaPM67Mlk>^ttpiTaO$?l#j-@p-&IMs)fCHSb=<>{s6wK4P#V%4Vh_9&q9T zhI^e-*iWrT3|cNkT6#`FhB}+?@@X$7RLz%=P2nQu8BVqPdS5FHr@KS52lFDbjaP9p zMKp4a;ZRJuhM6raFbw94rE;#gxWsUHkNBIkZR2As4Pg<>42i}ZHTsLl3>Vt>?A;hW zsg$U&&87^aduFNpIFSe^7E08&`zT2XGcYrNfz`~Sj}CXFSv_XBv6sPa<1a^k7Vc04 zTE$q3!iG>48+UP)VdeiaV&OA};qLeOT#YJfs3fb3>nI>v>R%+zF`@Q}64p7f$OgUG zW+2UiRH7KwH$)Kc*mjLrOpV?Wat!v7 zc{)$xYmy%)r|;1Wa%erC4X*j-H1^Z(r?KOG*r1&R?!%>df-nlCy?P&gc@*=wmB$)B U$>TOkd6ZEhnL(1dK>v6C29wm?g8%>k literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$2.class new file mode 100644 index 0000000000000000000000000000000000000000..cdbbb10b423e62d80d3423061b9a5a42a364c142 GIT binary patch literal 2758 zcmb_eYj+bx7=9*gvu(Q2Qn?5!MhMUgvKCQ+luD?r1VTU(ih{T4W|~g3na$aqt>vHi z6GYGPfJYGd;PJCR%Huo9CS7b=mE+0D&h4G&z0Nc9$DhxC18@nFp~R)r@cp{O>q6|s3H4$FdIYsT_rf?%IDpJ)wQT2T78rwDTIUNiB#?QA>SRxE(s@npgpP44-*;W84H@{VNg;76e6{2L zZ4pME&QC2fg#QFPS2f^;pq{T*<9+l0Srviw_8P52Ib%0Nwy(_zpKOf69zhCw7)INh zIyeloeYfuBu8lE_8?1c{1CvwBHiq#^21D4-FsRpL$WZPJ`mzN^iBC(l;Wq@siLE&A zST-gy6FFl^E^5`d7M-dZ#*r6mMJg=<#XYB}bRenh-O$483q4~sZ%xBIEptjcmr9|*YBilCC0)r2CFV~nUpZ>pPWjlhyiWna3X`_ zILYAjgWDxp7A6@ogumdEvr5~T#)(l(VTR#?DafqLJ?~M+ zT{g*WyBwS((=zPqT1v&qiBUKOBh}m(puDEchnWu;Si^J%XmL}T-Xn%<-J~ZKzZ?@< zAY$9oDb-38wuGwL_!O5JuKr(2EZk$5?1$DbRu(=dYVO`7W63AOnFiJFNJZ8aC-xv} z8(g3lgh{GTjI+!G$yewRVLl9FC8?2B<#_bJ=l{C{SzCIyOD?1be4XKf%QGFF5d+rWjV}o9!&)AP&)p z1Y>y9Gr*}>Q3m_W8KGSUwoc}xs69S2@!B)IH8cG)_CCcaY9@ZgX@=)GPYQ~C<%M5eVM$3M<#F5d2hl} z+tOO?zStG4-36^y3swS1)!0Q_?Y`Mst=;$5?whUjyKhM*$%G))zuNGdxp(ez&bep# z?m3r-pSkBg0GHyFz?F&?=})ElB1)gCn?@v&N~@6`BN zV}^9Lt-IAk##B2sy)UVDrBcaIG!*qh2t3{1pE8r0E(xVFrlzY#WarR8MAJ<*tt-h$ zXT}&*^`3TRpu0zDbXUtIy%{}WlA#f4b9!}6?YYFWM2#4#ku6?(``XQEjWXH8qm;Ac zXi4c5D5FRwO*J`5tNM_ZPU!OeH8M%FsjJKGG_K&k_MOU*5=kn0Uu0eP zPBme2OrZMN9Nvq3feW1-Qz*cTLV?02P1np70z0a<<&@f_1&oNaL*q2_&FMa4I@L5T z+$3;#T2|Bt8IoXQmSRT7T*E#)^`D*NQT0;f@=#A|<6w_ss_WCKfk9J1Z1bZ8{$hAg zDo_xTdJ+guqoYPY%26RV%@8QIHc7P!gr?bODc6sgI7ez*7rQNatrnX<&Etv<1qwHwxunR%0gb$FrCX(Qint#QSRx&0DOKaJ zw}D48SuRj!?ntM0t<&2SEtyHH0_Wy35B(~JMjtLg6BRbuSbkJtg=BM?!1A+2SudLD zt+{reowLeIq($J0s+=^RCCu5O)#}44v`q)JK#}x`q+-y6XO8m%Ymi{G9xw7?9X5=YarDC6p!Oztzc6;a=(1gGUAiT$ z66e-fSFJ-lob3fR?S-!VX`4o5jmvWrHv6y!JYSFr+{~dVssD}2rg9%d08YeP=bCCV)Atk z`!R^99C#Un%n8Nus`P?K@M%U|H%vuOOcjhIoxxBEOzfhSPp>F1XoGoK$4(~IK1E)% z8JU)}?oOzKwl}<-NKNZ?Y7*Q#lmT)dk29STsrsmiSKyVB`Ktsjl4=j`(##z}bI+g} z6hX}h>M1kWqxLdc>nXykd2fwzw{L=oO^Me;LNVKv1ogYei)#gD4=DYrJ-nGT*^_!O zsg(WM?&we<@b5_VtXA}%q-uoPQ>p&UV0I?u$eRUL<2H6t;2g`hXRUW~v23t)NVF)) zWG9`5+PDta`|w)4uDlShpK!T35@hcmRpNDcV? zTzc_#B082Sk^us?Hzch499o5u#-yk3!F!4w)gIi$n?n62GmGP zl5^bg9=uoX*e{SeJJg*m zB8&xl+=iM?lTMO_Gq+J035HM5Oa&LDSqu%R3xeHhFB7Za0z14G*pM=+>LPsHhudW& z#B$yxXH>!wS>>H$t5+bJlhWx9$|#VD;?*H-i0&h4**%5nywxjlr>$S*a)ot6@~1U2 z+x4OGsL#Z;XmGK+$P&{1u`Hy8lu!+^w5P_2&~;+(o!^W5ST`oDEWz@jF(W&!?w)MaWJY9M72rZfb|F7* zfk1CI#Ge`2rZ8)@X;?S8^BY<9T4i;1kvy6gjV0e+e17LJ370XJ6c-lx2`TM^ZD@&e6tu|$G7~r5Ese)j|zAO zqwB*{H4(2x@u#v&r;Qw3}L(bo!r8Lre>#i?gtNS2=-`6XDI z^~+8k1>bFzrH9$;;W?I!?5psN?DKi%c-)5FijjTi6;s~olAZK z>PmrfF*=jzCfWL6FB4r!#PR%bYH8!#8q*hU_eJMNs~hT<#-hGU>gU(R8tRw%qD$(m z-g5S=v4+L$Md#O5FNrlYM7gD&>n<77lcio?_<2_r#cimgz?PJ5Z@D{0DV?!~X!R1e zFXe2d?-qAzeY#>=&ky-6d=Zv!3@Kh#o0POBi?lBJMKEA4k?3Em3_8Ed+gW6EWCps` zv@_z5>$;k@fLmqRP~NI1k|~2_i(M=*2e6&4O_TJ_$>o6pfejfx?GC7$G(#ibW}Ov{ zbpep#TxTxM1bgyq#mZF5G|aRzX!A1=C8iYc$;r!a$hR1v!XqC`*jC8rM62ZsA=ms# z!UMj~aX$Ku{(jQh&zpvGf98s-kY~}F9iDp>W#Q_hs0`N}#jJ2aApaNwN4P}bFBUV& zayHJxT(+_&*$JyB8G5XqWF?VkHqOTd$ajSBVTJ@)t|rU8!(=#WM(<=uN>O?5aw(?iEFk7iceslz&&^~ za13v|KQ`keZrB=_A-TR=ejPZ5n*xR55qvx;pg4}l*ghss@S49DPw`E-NbDDL*`6;BilDefED*Pf zm^dPuNK?kpFe*`vClSUc;1RP>==9F#0qn6LlkEAhoxDE9 zo|pP+b0Rw==HOoL6{3v$?b#W0#|Iq1=py%go@L%~eEuXn(lN{Uu>!LC7#{AZSwsh~ zp{F0V%plJlv@l`bD0a-lBa(xpV&R0x!HG{(PG(LHrGV)$v&ERh^B`fwOYR&QS%!k8_Ri+A#nUdSCv>d~>Qq$>a_1mIdkj`Z{X0e~! zmid}1vxZeP<%(^av2hJT2xK;F*EB38#;&=BC7slb&2q}HTv@erGnK756=@YRdO26n zC!4F)lJ%OEcd5=vUGzq0rZRrU)eWTrirjXa#?3T7FX)b(Tu}y1SBow2ZN{i|hE>y* zrm0b1`O?}nsf)h>N@Qp)pAZcm=RD)8ryV(6;}W1G{>fW1FN z50g&BQrUSdRKcbs&={J3W)0w^di!O0G<#y5>t)~40Zw~f@6rPO??8fc)Eil z)Ez-LJ`lzcJSh-zONJwG$ydptyc6h+<>`D_tW%R%C-Cj3KDnWQH-mt<#euL?+pykz~8TN7IPF>4Qj+KB@-EDDR}wt>I-?!;rx7qI74LmX}sn(u;F1 zXIHaV<`!q?W(A&%`=AlQX(YmkW0<*P>N&~W5$OmKDVNBrT0>MmdOrZZ@Kq7b^pHRv^DRA~M1gC*9qWJL$DZDO; zyl~1-(jF<04jm1jCXo=XjLE1yPk8+H_|j`8v*0o8WCRy5(~Bt(;&$e0QT$$nG+bmD zEGY{!rtUb)(pWe0b?T-4adpJzkq+ZCxWu#NXUk!Zma0SJzwg zNP}88feu>#-wTzG(du;dgh`g<>0XbSS9ufC!1V4;FJ@P!7iZ>J9Gj-8AIVV_ywU?3 z)d)`FX|3RKACfy#tx&X93@DEwfyADr>E(!dR+<;$e>4&n2?R|)hr9cZh=f$}Cx zE&{3%ssW4Dh8hIv!?vMDw>c`%uk7y5iSX`DIB+7cuWQUicXv*9_lNoe^MNsOD%`!h z6AhdYiNIKpA0is6kB{)XYoaTvoea!}=EF)f(dwPjE!%pvY}XtXnsHzM9&>4CvC_P2 zGcPT^yZ4gYyI!j;jdLk5=0}E)s|*_6B!BomQv}}jKLbi$u4b48S#3Tkvb9{Xs#i)E z8q@WsMO!v_oYcXe$?N`A)<>UuU(HHIqON2H{}?|Zb^7`K7_2q?Od$SVH);3<>8b&_ zKu^{vTDn`m-h^gojJmzpAuJva#(AWU zFzGe6PYD<=hh%{I|kfaCZezqqt6Sky;Kbf7*ufdPtYC<${7>4p21ivM_K-h6;W#ngN19HJj(z6QE?wv zcCnn;#Y#fl#rZ_&F2?TR`n7@3+vpt#-BzN8Z@+_=uJwQMKJKbfqHca*&;0u+pAQX$hH3dgh>*WH5V`~B9%{F_x*haH3-kmwsa-*pz!tSD z&=c5h1AQYpP2I0@O(U)$FRsIcbA(Wi60Cc;xnD(JOGO`5C>KWCVb(^Cg-S{2n zPjaMYLA48B|8x8jZ*}$H_xujwNBF6i13~(|_*NR<#_Qbd;0=6d4c!jD>)?A1 RzVF}%4u0rBI>kMQ%Z*RU!>(n<-F1XhBO`Ake1RlqyukNpeW1oy^3{q!h39 zf|pm9zrhEe&?OgTE$y>D`hQq{C$~mACBlmjbIzV~*|)RzxA&h9fBPN4DSRt%MmMx& z+sY1(4;cTT^Si@_R;iF26xr#mKNqx>99y zu+FN{FVb2uinf)fH?&!qk;aP5DxR~_DVgrb>5-`=eMQ$y-O6b*=_Q#_YXSpL;+g>b z0{g2sws21XZ31nhhGn>?1r9`O-rT~PkwfzWOU+JgVe^y40_|18BGE*1okG}#jv!hQ z67ai=h9fZH>Gmg7L7*d&;rp9XJ*7ZzGgSn(8`g@wEUPgpa4@?0B@b<05{P^7{#V#f z$aE<;EnPjUyEqU%&7RX%T==l5K$5aKRQBCZ;|JhDW_;$rD(hoigA^qarz`) zPtkZIL$4GSIJ7winVLm|DV}k(M4i0o2GAq0J15=onc11kbBW~SwbbR*rOD*P{50SZz|k`M!y&v<;dD$OTI19VPy%?B z_RwjQ8xSFIjLxcY*a}CgPuFm7B!rU~>A)~XH;`b9)DD0E;Aw9oR&AD{Uf^{mirfHl zf$ySEqiy|8Gaoer-4V~oI)m{b#=y|)*#OssY08{#rd-`+Ey~D(%Jcxv3TPR^d#`Kv z_7w@rdD+*Sme-juy?vDw@9Vu`xQo4YcW%S^N8&D}vLZ(qQ}}cth;z6o5R52*D%Uv zG9Gx>SUA1jP~flsTdgf>TVsxR)^pE@+=libf#yx7PZiZJvk(Vxg%6xarsl?yR4}%_))ib|3;Oo@%3p=-T3_4e8xk?!knc!a zR|{$X`JlQ%YdS`C%eHRj?UJM5sUBU8>C(ja0z+QN`M6dffD#MMBkifcE$`q{oYE!3 z%*tY|l}we=xuRZJJX2Y&w3HhOR|5u5b3E9ohIv9NpmHSx;09LNtJREpOx6eR0dfEF z2Lt$sO_S<9IaLtFKTdh7Hrj;1dA(@pX;aRrL7+WlvI0=?#BKoS@~J}28LG^3)z6O^#gl8KG@kTv4#e8}?_v8-Bn3X> zxVy59XVA$%9w3Kq?tM<$hahRD75~@x|2KuUa+dcIIq8r6g6NO@17^#k;t1^FH`RY1 zac&=3$M7`gLwz|}R`vJ~f*^#)1 zsXxf51z&LNg8w0VAgY!cp5Op{$<^IdrA72%SVRfceYnbbfwM9yM(YQ7Wg1BuF^s*K z!KJdVWYy3Jj^hpbiCGM0G*7MZ-U81k1A898cV+M%-a6?I`}?VE*gtRw$HV@g@$Ox` zcbi8l-cy2jyzado=oG2^(1SEZDwp>lLm@3ykIr|EQDBy5*0?v#`-($%te?Ibpq~cm zpS!sJsEF>mh;E8ddh-%Rs7O#$hLqC%7XS8q&`I$Uvbrs72K?< z(}J(L;-fde;hZJ4lYZXiaAD5^drh(kFK}m{8lF?b^A0281qb_)qr64BECC~dr398? dCXk1ffQHL}WR&9H&VL=~_OPH(u?E z-IbF7O#=nW9SZygJ}|>fU~rP5GvH5rU>JT<%X3yMS=e%OVHjqt-FMIBy*%&L|M>VX ze+BRr{8r$SVe0FSQ_+ozw0%!6JFe7MJWH2%eQA59W9w7-DYaL0R-|{yPuqMK3Ukv= zwdP9CyJ&j8B*w zF~*yx)sfY@UG^!_(=UY7nTbLt{Q_NekJ8)pqfS>{)0d^ja*K1D9@CCZh3bY9GBMf| zeZ@BY@yYSRZDYgGEyJ$p^UJqoS*;0VpU0XQq5`MF8+%w3!#;t16DEaD3fv!R8CY|P zsIOaARi`Ng*&1){?d_Zp{-!r*Sjl${UsmpoUvC|Gn1zv7R=>Ty82axE7h8}_Lv=?G0Fxk5FLf9v85J|=MkkUvcigY*R zoUAfc1jO|OK7+$*|A;_(DF1X%C9ogI;^@Ll0#Sd>^aSRfLB(gzU55IBbeR!oNtGP} zsi)~A&|}&g&bkZ}THw{8-8nS8dr2TtNRJ8hb=t~x5c?nHV@595D|6B}Rt(>u)?$?i zx0{(;_ql3C0MSRnBta5_h*9ooQnaowtuRdAX)72436+#)D{e%UXUjo}%&8KYYeYg$ zmB<`}G}kJTxpw)VS|SC8cNY|vM%QGmEqi*tMPBk_AV^0m(x0ARn7^`^FV5a7T`66j zEzZo&2pk^j0Br(az-w`w!RrEDma!}?nvhT6OE{~7?aPEJ6u%(7y5%b&#IV<2bDcZ$ z_65VV>aG+x(#exc3AT*MI41B$0vWubI8F(i?UcjMQlVp*7T8bw!aO}ii<-PTX6h_1 z#4&@f@|M@SHSnngY?w;t@iler(spUyqaemGmq4mv*u22&O=b430HNPmucsQFO9A>8 zz2?fAWt3%Dov)hy+G1g5LEsPD+O~6j7P$WB-C%b*CQ!m+91FN2aJ-4eZr8+cmDM8* zEY(e8xJDo4i>1Y>;`A&FMKh^`R-3>Le7zgjaZ_MmyXodFOI8f4xmC?_fpX zTr1k1+Z6&awi%T{0?BO?8goMoYwYl4SJDuH#SW>|grlXgr?-zL~7an5JonzhT8<1veg%bLUVjhCFdTb370#k+r@&e6Uq zmrT#3uqoSiSVveuJd6?7E?UaLo2aq8^9j`vfuyGT7~e@X1qN@9ZNZ!48BeKuOaOBD zDZg$a!WH0HW@Hn+nd~O|GAB22G}F}|eT@D;a!cT6e7@E=hT}NFFJ1`P6K_&VfEG|n zgmUCDyo{5G;^(9_#BoRk7dcU+s8MMp^1~n$kps9S^Np#c=!?Cxz@M*81iov8o@94yos)lkpl5GKcU`TF=!-Xn2F(S z62K=IY_0~U)XL%J%Jw-CFz9Y>gh%m9ig=YSh=>HTqK7k4FV2dCcvJL2a_wDl81IWC z_<*#+ev*h~IiqB;N;K~h?*=tSmygoP5!8rSgCee>kJ2ck!cbuTfk_@Z{4Mf|lIOrj z(5?}YUj70QvyWjHM;Qg@M+xUc9%(o}6*zRD<@fj{EAnR2!72K4Qc#_?;5GkG9W(Z zapChfID*oJgEye%F~mO%lk|}B7&apTnf2(AoX5b|J)FjODEZwRh~#lUkN4D#2YGxK Z-^=5De4p$*`~W}XzK0Jy{K&)VzX6@Zw*>$I literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1.class new file mode 100644 index 0000000000000000000000000000000000000000..bb8f40d39113dd2c6a8e0fde45a13488af7844f2 GIT binary patch literal 4212 zcmc&%TXz%J75>ghwu~%{aT7pkNYqrtMz$r4DYVF;7-NF4EGL#BH8dq7=~y0nG^5Up zjA_$^-jd$$mw(WQKGCikXj!XuU%UDv`ail>((jBe7I*-cmp;s#Gv~7J``df|`SD-> z2Hj$Ro$Txy^Lwr zGPEe|YGyloPxeR4;%x^|oucRHo~+)^UT+)p33_LbUlaJ(|51Rc@jWQG$AF`=lsX5J zj`SQuZs?|OLV=e%JOT_HLqB5spkcqjzNFi-oWQxxrRTDI3b^bg4%ykAUTqIwx43?!{I1;a6};Nts1Vt+#W>StL+5(lVwJqDOElQB%URa zz<$Hpu-9cPg9VO_?9QL#yO#vg0kj_hg^RM(sLo4Iujro63=}IgVz(ygb&soN2oNz& z3{E(Opix5k%t9&LSJd7cnI; zwA(!~jNqJN^Cf{(&jYs+O#5D#h+(EliF)?Z0C|&+I75Z^Ow}(dKCEYBxP&+QaRHYZ z_dx`nt466Rbwy>?z9{C9e-?6|jG(Y{<_VY@!J7h;K_UhgsvR98SQLoeatu!vSxEgf zTpDTTN^mVX`K-#84UDfPT#cd#qUEbQB`;^1vZ|X!kF{fVvn=Zh2_pEiK&GslX2P=* z!^E*hO%5kYa)sHG7;ZwqaN?HXttL7K>BIHMqK_5Hu&TsoW$dp+v5a>FqDh5gegh$J zdhcP;UE2jB#Cw$m0)socG|P7cC5B#8MuGQs>RdOZ2YRKO#qJzw`=q0=o9XT*f^06} zJ}3JU9belA8%_+b;8k^>KGNzF>P2MJ>XQOj0w5~D z-j6#r$igvHAQhLd3mj}q(p5yX+J-67UXq+qzw|8!j6?nezhGABu)9!nVjZ)Ro>#G-<%YOgcWzbe02IktM;ytCS?A#7$ zr>+OXdw`_s|KXxkkmE@P%a8D5Ha0U{RAtE~;#|`mLobgSwmh~l8iHc}!>ag<^!mLEL8%{Cf<> z!*_Y;d_fT#eS7@wLo6>3-MEjh{+%pB_yymm5&jqnP^|KQ@Wv;!O-}?GztoBv1Ye&h zled=DI`93G&mpQ368)GEF-VS%IE)6zw#mjYiJN$rmnU!rDS9S^8tvbl(FiSrCh-<@ z?h+;xWbnN5&KmuzOqG5B^C7fH)E>W&+SzbCOuwCvhv~T4c=%6n@1b#*H=0gM(FMHS zaatN1ltmdhja%fVoR-EWT@`A%YGrVm{BQG&;(vwr6@`J+D4j4iP7~k5Hy)=y(4jv- z`br1h=+GY^eWi5|e#P}6@>E=bIGda1_-hVf{188B$q>SCxT4`T{FdVyX9-&TGcFfC zdxK3UlK7lI9>Xw4mw|uWA5$208E9iJ#_=8*e)9%GIlQ042RR(WogBV}Z|CqGeAhqy TJ$!frVHY2{_`ZvGU8MdCICil$ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMModerateMessage$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMModerateMessage$1.class new file mode 100644 index 0000000000000000000000000000000000000000..57909a684ad602ba57784a4f12e9de36f0e99fed GIT binary patch literal 6152 zcmc&&3wsn-8Gg@ZlOda>xloWmOC#Nquq4?8u+=2Qh9tw*RURt%*ORbfHQjse4lGbw9HdV1&>;0Gb2gLWxWp}f?3A8?s=6N#b?3wf3-|su$ znYaIa^>qL{@K1rbnu^Vs=2T3b(hS>*CC!W$o3QklHfL*wl`@T3U%XGg8#X62YmXf< zI3^N9LmV=ytqp0GMcPQG0wF|gV#c)flp*<;SvzHDR_w^pbS!1qTEe>RgL^7cAm6cC5Ps6n_I0jw0Li=}aSb;m1b43`nsFSqy0+E)u z54|NoKt;k>fmIsB+y=l_oB2M(8jYLtynxa z-D4|=3apvZ?EaB`BM0`!hX)@SJutd=aCl&FK;ZV4GCm5U6>TAGLAyYuu8wOu4Ty)) zfli5;t#pScexGJ#bz2JAE^wPYoiUG%7`xPzp3P{)Zn=;UO84Tv5I%qp3N(}kD2xcY zq!@aB`+F&Q3U)Yg=nUh-E~oohM|@7@%bDW=Vd-KsI6YgQy-nlsti!ZT=8rp8p^$|A!3 z$7gv`mT2R0UG}9ba(UXq4D-bHtGYg#vNd}0qZkX}AsnJ74-zFAKzyEHX{D+0>ljDV^4uo5r%v9BbF4f?+UDgdcwS&#(dz<$DmW?dR2~HH%1_1G zmq4eq3oN|6l>@)PoBtnWZs~61g(jCm@)A@ofmfhfwjbYTZ{WE=_9Y6=u&Bg`NB8#) z_Yd-l;1>t4Y55_}R^vtdD2#PjFX>+r2+VfM2YcGU>^9=ED3bX=d!3MipR#J?UAP2% zWzKBE&qMebenFigUgQMAZu+=nY=MeHTq2O@e4y~K@`_lgS4vmPy6$0|lBQqa+2XrL z_FLXvCy+iWZ!-b;5bXMA?Q*fbXauZL|tg%L@2N};QYJOx`h+#0v#e6 z=m>1Bs;l5UxH}{%=-rwg)i90YX)|l_roKIAc40n9+m|k!w!2Pn4uM|r(5CvtR`%u2gxrr?KZD~N0Ro&?i ze~-6#Icjl;qvGFUxO1Y3*RjN>Ny!VVFE< zSdmFux6?Fj%cfggQj7P)0KX8hn(_>LkI?@;b*6@-oJ;PJXp;Mt*_dt}6aBn@Rac z&W2EdAjkUX`U|)%+Ij&E(WWW}>TbXqypO-Q)nO={nPeGoW^2(%R)69= zfDrdE;Ym*s;$IZ0aQ*sa#JZ}YuVLGH{sLZgo>B@N&d+YSj1Td3&jNafIQA`|f0*NK z&trY-6?{bCB8EiUReS=d6qhmi5>_=#3%Qb}eN|kV?F#xk?ZzN!8^+$k%7^^5x#$8u z6>YnKo@np_wq3!AAjTT2&S6z!)x0aYe^_ds=S6L#@ZSyFX2n`*YM<6!&ffh z={Kls1>WKFJ5X+*35tS%g70#HMsm1;t^S&VUIqQ$`iO$>-N1&$@3`hrRVa9ra|JKl zpxa7WhI4Bk=Niu9B-iJ04%ax!@a`iT zT9Lrl@eD&Z$KbiM?Kna{-yolJSnbU;3j8L%ML^6G1mDK94(_gd(1_qUdZmj2t>;DP zl!ve+_egX$UqfI_hEs-x2>U@-urauWv1kkub$yM&S8?tlemu{ug}7_Z;jS4!p^6eM z%{WiRB<`B=aslp66Lq{NbB~1f4(^b9s<%WhVxHV3>wx2*Du>N!$Nn|$CcHwH@~@h} z{3YM7led^#Wp!pbR&{-J$7>#|Av(`ZID)LVl^Aa$C@L0YdNZ9MhcLLCoE0apA7R{K`ZOzuy@* z;%<%>%f~&=xCzY`z0hJ|GcGZNmk*;Njw^9ojbkIO#qlfrI*!-zhO>JCZyrXah2L2C ct%YYSY_jOke^8`!@W-g?FkyJWo9Q_4AG@|4;s5{u literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..32ff8d9005c8f302fdb937d439b7abe9128aa5ba GIT binary patch literal 4682 zcmcIn`F9(|9skVwkgdpxVjzW>5;dr?Egx$WN-1(eeT9g~c4|2ei9_jHT00xBc7=9j zJ0%3uyY!?7E%d&iuRo=IjgtrOwf?!Ue@Op{mVRb;C9iD>H}Iwa*!HrjE$f!+sCm1rs|CkY^>tUb9K*KM(afk^o3;zObIwg#?6cXa zS^dR|?zqX}P-_S&3no8ufg0^)KE z2M}wAf)0VUWPr6m=Ux+IIE1*|c~~IXlc`2X13yw=3~jhCiWb~2(Cl6{C~van+>c_7 zz=33*v0>^mVgwTV=_1f!SgZDm9t63-iJp*wLG1MIoe~(V!+S^GOz4Z1ER#N>p){XKQih#`f( zD001M$q!is?!rj|m)fua@n#8S9K@n3b|F@IXEA87`0G zQ&F7669P@yB)NryFz`_fPvSFD*i!;ee%Klm!AKlkw0=iWBu%gMNx|b`1*;iel@^pG zS%lAf6>6+vm<7F@?yZK(1r~~Q3{T^;QEEDRs1;)Z!#%aw{~tNTK}Q_lE^)rLs$ZdH z#4Txg*Dha=;0!aOxIH28&#(aj9VxEbg|nJfFm)%Hwe6KkDO^FTcJ2}A6V6>P>EZ1= zxPIWGFY<$F!_gLSmL)33gM&z(MJ9@8@GOx$$4cyP5O_RnWuSh|3H59FFu6@(x|4Z0 zBM_^Un6W3R;NU_?}+Zi8rdgmD70a5SB_VG;~fcwC^WDN zbSCAQkX#F04g{X6B}w>z@W%UHECeD+si4Vn8{f9eM=^qH44iyfr*#5z;lK%CuDZTv zhNJHC%s#FYSh{z%BPkxu`-mQ?u6uRmG$XhT?Xt4iEW@jsS)oPNc6GUD;HvB!TfQ4j z9&>N~{{)8aJVB*w6z1|?Q!imm6eT_kgad)oByt6gXT3QXWdd zHApG0%FB)-8zCF;uCO8pO$2n^kRzV7N`d%xZEZxO{FDb3`Ng+3jw(YUr3@)&qjC$; zKQN+MwspN|R~%l!dv}}GFhB%Gt9}dT#XY^CB6yRvzRIS4NJj88##Z%d!u#$xpJDO_ zW3zb9Yh^=QH1#>z2(;&nWlM9tt565)ZGL4+D+OzZvV56MSBi^zIhcuMEK4tso0`Li z6>nIRR^GH7zB&A3nI}xnu9Wlo8AI}ZXtu()R8gNd9D~9}Ez4#>myb6V#WCA<9k;BN zd{PHP^j`}d!$%O^!D}24SL6+geOx{ayq?#7uD0@H-66#^ z6UF8T6b>Ue#TIxU_f@ClHbCwhi{J|ITQWF7B%AOOJ#d33`v&GYex7}v30>j%2Kx>6 zRUn7(2`u9(jn1PZ7!jHP+#Wm!gI;4Qg0+vkd>>IO%IbO#$|Z?|#HIfZO49>#)L-R#Efrmf-y z@AtdE!EyYAj)2OH_Orjk-{2Q#7@w1D+E9W4J~)}2bM{=`%X8lMIq#oWfBPN4WB68J zSU0pq+b(E&L0Yb(!kbYm9#bb5SBzFd)x8#@?; z5coU2XuGCisq=QlH7x093rj`Kuv}TTbW_VzoRYNiX}y@u>x1>(YRlP*m2;`b(Z;;d zp`mm$tEv`K0Y$F3b*qxK&*Qoy2h$7slCGJ$RnRhS*{}+0dK#=!2MnvCE0seB))bY> zcCqAYMd>)yqm9@4*pzfiG))d3Ym`2jU647Ka{_(0;&%`Mf&07@H}E}(Hi5Pw!!q1s z0>d{)-SOA`kM&j5DqJ44+$K;9pVV$;i~w9VLV!s zbW|X+kxYUZVqy}Uw8_hPm|)zrF4CpPQ-fg~!{Z%z1Wz#Fn+doj?p5r2T;K@Pf1|mr zxR0r5GXh$U1Q&JfXm^>> zTa?|=tUSvUjCR*ZqdU56xbx99KsF<@A(Xv`s0Q|_5T-x|4aF4WRbNtG-p$8R<6|cf z^d75glfqNT<(RVBB*Qd>at(+eUSKHKTo8Dz=k_dU!1v~!+rcLMA@KeGrM}?_Z2j6d zF;%5Ydx$)f425 zG+${zHHQRFG-1C6c)jqwex|9FXYi8JQWEH_Thj0d`HD;Gz456=s0JkLMK$o#m=!~f z$g{pY4UDgzkAzmwhkUzy)xR1>wnkRZ@AmbJxUb(g&=&D?9C#|EPSBfFdASBiGU zVfC_3k*xq1%8dSI-0@$07{ptAO0F$P1>SESP)bm?VwibZt{0D)O14neOY_HT(>Ew0 zXV=}>SeR^(r%L1zsmR2Yy!dzUu0VI)sTL3f@je;$zc&Z*AtS9`ld^D1QlUzJn>=+| zFB^K+l+&saXwMi0OLwb}>lRX5ZgE^Md28F!EYK$^#jGrQGvSnF$#T-v9Y?YR**0qB zOxs}z&B&Rz8Q-CdT`A|}n4x5MO;uP#7v*WgF{o_VvTSlENz*|;BX1M$lBF&KiB$j) z@u>%zJ=F8cKB9_6uBshODW3R*qhs*%2ZZByU&PjUTi<1L{>X2EPuWImYuJuE_{CjS z84MeacHmCR_>5y8Lg-X!##2h>UudH>fcp!2jt1gCqwfcP0eZDnvcbK;T<F(; zAFH3|Fhj2nqZ_lBt771K7{oA!=efc(2UFfd@eI!?kM~}IuV(jUtCaD`8n}C5Qmq1KFN##_tBx$f?Dt^SBg0f`bB}^~oadE<&Uh~Y z>?3#wh|(pzyirBxnu<=UP`2|BRUEFW=!C_QpZ0&r`Q02T#lS9>D7F3re1wnN+VK@X z14QdR&m2F#=8TVLzG0u|Xcy7$ayW7K9P3fsgL~(=a-VAUs3z(V{`(y~fHL(tgf;~? lg-QxbSWaODucUYr=Xlt`Yj}MQn;g91;7tcJ4rU#k{}&bQTuA@` literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..430414d6592048608531d62fa64fa744d980ab26 GIT binary patch literal 4569 zcmcInYjYb{8Gep@k*&zFV%j(j(27*8ZCTdZAuVa`rZ~1kL}WQwPC{x*Sxd+E#;aX* zcjY8p!=)|ILd*Sr`@#oim?(^6xkQ2;eFFO5mJsXdAY@rs-?a@?5QCJ5npVrY5g>(sB*k(x!9MYOY|HrF+gx zS#0z9`9=ABO}gHE&Gd|_DN_@vi714?Kl2;5XBw80WY;{ylCE}Tv!WT6Cml;SwPMY! zN~@gLD=TGvvawn%S*=+mj~ZR=Owc<%m2YKV-B!(&ZrDEBbjdM1S@egSl0$aP*cJ_{ z=}O7eSpJH>scSUR)bfVwO^r5nRUNxh^|T5lQI$6Dx2Z+xR%xA_JjH*1x2aoe+QP~e zS@Jk0khvGq#635bs3LkdFz zU8cSwO}dbaV+3iHBBS&@P|va?2`MFG0tdZy$G*B?ozV@m=1772Tj9^l(J&rE783#; z`PBH%d<dx0m z>2%F7%hH(~X=KX|?ebaODx1k?K z>Mx?GG%pD}v^|?MO}VC{^KkCOtbj$QdhcSV(mXx)Q9ad|uk*nvW?m0^ z6(i7-u1(#nv9-2Y;huqOh;Q%tZZwJYZ~uP^|J&U;vp&12_o}OHx zxHMgund1rHz#^bt3wAFmsK#*^gKEDc5UKKDiBymC%CH}mN3p5M!Ie&`ELZhT7f113W@qEmg!kYXexIr9j7>(qs5^$fV#+1;5a=x$YnJZS z??rti@zTb;UJd5@^ZZmR)G8~|2}a^M%aYEFsk{8r;&p4zDw(#+PY(Z#7Kjz?np2Wz z3?=)4#Tq}ZD)OS?8dNrISvF4z^)*MPJ#E{b>p6PW-|AwV8PLTbM40Uo*%sM0Jj-y^v-l+Kr>%jHDc)e8BVH^ckhcPqa)C#K zZy|D78A_N|3uA=r@iAI@lLEqk4K@KA#9Cb#2u>KVGR3oE1M#P6stQ6PJxYf+wh;L} zp1%cmx7&@%M>7H;e|v#)7pAI(%)0(~^|1Qm4S zr+hm~G2ddV@<17(+V9|d_&N@MEb>Qb5iEz&^*y`*ZVXPl;Iq=?Pe!Jj( zc>gkI9#oHq)FbIK89(6S7`{jVzO;;v9KM{xS8{j(FXr$PzM8|=@O5r>@iJanMyHE! ZxcH`vS6!m|ONxlo=#S9ICs-gK{ttHhEad07cX~NlwGSWG2l_DBkf> z@3&v!gHP3ETeWK`&;AI1gg*J=@;ga@Skh9f%axUL&Ya8M`+R5bZ|`6J{P8CMPvA>| zxM>+nuA4K=oOFE8$hbvmWIfxEE539*%XN&A_=s9dx>@O+^&<}ZL}Fq}UMNY=pD5YB zRj_5`kPab4OJd3OZOc(|+>&oO(lZv9^M>X4vgnw$kt%rw>0}dTKAkm()_1Ed=Sxn; zr#{a(RUI83PSmrmY$+8`J-^`l6NzV}H1$NbjRcy)Utlhw<{G9`ff8rr%x5)FKDaUC{#c8Y(r!f_$ zF+NgkBTi$r0&fwg0tdG`CgYQV;#nEbh;Izf`Z~G<_T;2LIyp5tGaXNkpG(c8o*qw* zjgJZJ?x_Pu2oK=FAi_8x&}f@!Y4ZZ{5FWzAEzr=-n^)B{gh(Dr$w7gg{zB2cIO&`+ zExS~d0(aL#e>Q|(^aT+`zd%DGG9b{g^+iH3Frbtj5;#)Nxwm5w9f!-}4~6hZMbe`J zZ8x%tj>i~|1Sethk&Y6K+tx+?tP<8x2*)tgiX#|i0Mrw3N0F%Lm>ls)Er_?rg^XYo znokCC0wdc|(x8sf%{@2aAsyoahwELf?mKK^qvI)o(8Z$V%M@w19LLied{&<%2e;$; zp}IaB$C)5bNvwvNOYDPzP9>k_ytuw7^6*gbv)L&NESH1=5&S7*q{u=}c`% zSHao}-`1JBR?g!ErG*sTzHUiPn$q&iDkEvC5vl>Hd`S%&Xv~VGMr2?ut9W*8b$4)W zHK?_PgW5e>`CtCr*|xU2uel@8p$%vQBB~8E3^ug|_Gtr+r-SM&@6|eNIc1_f)2_6TA4u4V2K%wU0Q~5agHv z#&0F$S1N5}U-%x8V}a;*==qvoz>DQpNd)%t|7`E~h;eyv4M!%}A6>)a$-W=(1i1<) z=K94ooLs|LbPcDX;tB?%fh*{_io{%J;48Ft1}>}fy_c^eIoI*@HKcx~%m#eSwhe(l zSuxSd=TD5W0Y2gE9$M9a-&h*_PFsG1#2+}%UfnNBAo^GfO=E`lIf4V2#j|DD3e`JD za1zfEGKMx7=G>+3I?p}ou3gum&GlcyxnqIOKrfB$4D?;W(aylPkXMnr%q0!U>*N656A^gsqQ|^%I|~$ls`)v%JxtBwT~k;3*5shrP9BPOL)Jj1)uRVfH(1W)tm-=&KZqpe!)J+ z(Qe{=x5tUS^Q=rMqH~@r`&4tUYVPys9QS+J4~P0(LKa6Mjtg-V;l<&j6vr|y^00>$ VyfTj_53hQ7&BN;+W<1Pt{1;VPaby4h literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..e8af27308a90a8bb7c859b0f2cfcd8b61054d531 GIT binary patch literal 5307 zcmcIo`EwK39sfL8wu~%;aKe?+*d=PP94b@-KT;U(_{Ix8}8}*{ibPa!p|1ttc5oRN&#@L=#10 zXcK4~H7vtDD)3@&UGH+mE|p!)aVyn=Tcvksa(`Bw&|Q5(&Z#q0sIG7m4q;75gFdUD zXkwy~z6(Ma?}8{B**;|RK+>ZlHFt%*^>+N(A0l3NXlQM7rlAJ!WacoYXlp!}a%#?9 z@vFdNbzYkfh6Fm0*n$W;6~5z@Aq zPy(HXwP-KM0H6dO?G0%f#7f`VC4r#^3a`Sv2{~JxKP_FoNXt_+F(1c%5$sf3%CB@S?8s`SGe@ z7G-6muNE`s3Exb$aZJQ1>EyOHoDdjZgSs10NaCcxzLjF-ORM>1R)yZ2UU2Qo^%$OH zYLr$M1pXCPAUMYpSM1_R-71>WNo8$&p;~TKLDn$z4^Ce%%kcJ9RM-9Jvt0jdINAcr zJk8AhruMjCpa(~aPWHFOH`+eW;?^!b3D?N2h+d+6;1sgSY(;@A+5{CrA zwJW6xPiiUDGzuJUScNu&6NL3P`i13{z79g8vH7?&mQt#i1pVZS1$-mMP$s1U3AseS z=|)yw3)|sNXa!p87ICyy8wBRwI@!@Qo0M9}H=#UQ`|g3-QKnBjwkTMuvIZ>bW|bOQ zE72S-^qVqqjeHaKje=U>rFW0vMvZLk645XVDsYr(K0!DR9IC7q!>8D7WperHvE2A1 zo06K&L7jLG&u_t}aU+3;(XGzEAP^}JtKlHKoQ>*E3|~-4=EzE_DCcx91fNiM=BMfcV7tto4T!Pk_gUlaIK%^Hm{ zm-of>aBDOqVxR>tc3zes6OwRjOV2sMC>(Sn+^(2Lg$ zHDg;5DblI^%Qq77$bpuVadm_t&@rl8 zwspN^R~@!JVp`zIT2O@Z?d@IiWB8fCmb@`<>FP4d=6#(14^YjQO_08zR}6jDl+$Wp z=n~5d3#avR@V+g}{|4l$rCC`CRuUP@l9h2&cX*j+LpW&_Oxt16^ScOvc;2p73i5=Z z=iq9`d*0A-sogz%GxC@Melp#G5G=%E!B~7w<(hU>?VImC>X`mZF`Ml-M`#Vfb(~ z{Z~Bx2fhJ|-l&9y$0NsQx&IzUxaHU~#!e4#vhx*819$LI^|Cd+jHlAk+j#sAK7MIW z^ksDHiQZC2`j>Gz#~odR>2xc<{|$u}tln|!Rme+S^LKIeA7s>mUvu1nwl|Oh?fUG& z2@ZSJ0Q`oZ_R(l9xKGpnn`VBEQryR7yiTd_<2gQ`=Tq4!O|1`5+Xa}^tW1>9Y{VF1tJl!b0Qh4Al7ITC2&apvidy89qhxB+vyXy|= z#*#;rBs}9s0^_@6Ly!sB9Oo(Jpk%s#;0`{yjL2W`nLGIGo9QO&bd&fTRZ)&k;`4NB zjqY{sU}Nt)mCsgw0TTUb(JJoY%OtC4Mm*ywgaiIV6aLpT(oTPG5Rp8Eui&c?$uUZ* z2NaJ5l6I!)%&`ILeg|KFvzVQAF*_-yvMJC>F^`Zz8(!vH7iT}`6WHxBRnOn@Ey~pw z0u#01cU+0k$G_*Z$XO3V;C&7k9+^QTgH#6Z$D=d+xL*yuYUp$5<+Ou-e3QC=YX&VD zd^>~hWbhKco5A<+{S1D9AI|Wiiyz^~Gl)9)i37{QPaPUm#e9PDo}rq@@eySH57AmC AK>z>% literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1.class new file mode 100644 index 0000000000000000000000000000000000000000..84a71312bfff8dd5dcaa6e180b31d28868f9e213 GIT binary patch literal 4675 zcmcgv-E$jP7609pVmY#!$f8Z-0I4aWa%5X_oX~=8QXGFIN@TlOwjr1{tfXssu%EGoX;;T%i9g1MXj zaB9*j=k;o_tWUO2t0Nl?tK?Fllb!cg7pC$-<~2>F0*c&q+vd%*{=KX_ax#BQ-`2CH zZdJ0hkH&TM_^eVd7*<19DyK$0Lw5akZUOo}W*xWQD7g)Kiq~tc%Coww&&mz;4lmTX zaIl8)&hsvSOrBd4V)Z>xd=%0?ggw_?nru7A@0%y_-mp)2$9?Sx>;eSs4GO_0%MeBj zamCZgjsp)oCUBvn>G9nhLmy(tq2Vbd)~)N7vtie(gpOIMLPB7$eZy{{5W`8tm5hFY zFQ;oNz=rJz)3$PX0}}JnjtdkJ6st25fDMU zMU}r&lVdZAV>2ymGQ5V&FoH52j?MT5K8j-n&K)Kj+DejhjFOYhb(YuN2vP#4D$<=< zT3%XR$t}*^EUXq@nOmHln`N{N1>h0GIi#Z)!mz+GQ!h%BH^{{>ii`@7EU)gVUzSe8 zbd{3x0w>(fy1lbx&Fh9qRuXt72!6)R1ze0`93K@3<&$FqiNh|5;U#=bDf_s<#h}zX ziv1&?mni;xj1{gai5wb#xFSUGNm4Aq$(!`jO9bPwb+Pz)#bz>w%b4lI6bNXbfG6V# zRZHgu-h2=E*I&Xsf(^(3Kf8Jfe>I9L$Q@O>#v{0XaHdPXMzBD(djh;8SQ3cs)D2e_ zq@$V>ft8`Q{oVMj{k)4clYx2gDJ)0v3JL@w-2UB$>MpdQ;i;_ev2U9I#N)7H9?&e^}gkF65p)B#7(PGydQLN#!0@0+R*JjHl z@M2(u9hDADhDeoQ@!Y@Xo2QVElgeh3EauCSR(*_s1*E5S1%WpX;<3eKsvyf&=g8&% zt{n?BX5j)~j|=>DC1L+tPhCS*vcV@~f#qr~xcnTWS#^c)NyLvD#>50y?q3 zmx%7~MYYqKe~O=o@9&-IO@tHLRc%Z>AMV}Xi)(3ZEHvH|51-M-j$Mr^3G_zaly2G9 z>s7nqu(F(eBtEKPSP{yeu^_&CRC$Qt+XBya`PvfrYj8FwiN%ItmSw&DWmISsD|NlL zdAYUS?F*@G-{Uu*ZBKNG9AJwZQ5nBY{72SOLE>&@&=Y0{4T7@HN!EeVA`^5(mi?J!5A~<7+o3R2-On-aZR-= zoYm*Fn&YY=Z_aG0dG`A}sbL#o&ZGvef56oOLd~82^zdDrNRQk_BHc53AJ6=j4+Vb6 zG2J?VQ+SsD0sT$E3?;6VXsx+AjRA^kDT(q4*@N#Z6@T~4+^u51<{` zejk;I@IaVYPYi?!_R9m|-=TUB_8lJe!=38DokESO6-X)ErfLOu3UwdcGCobk4$rha z8g6@(K#mZ^Q6hB@jfYkAcU1IKg|c6H^fp&5kJh;g@eV)Xeu8^y7dXx4t2O_WQy6dJ zd!E-r_!)OJoW;*MSGf8Bk^Z2=jpx?cyc78kt@FwAYWT1kk`BY);ozGNUUl%AgKzx{(f4_t literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$2.class new file mode 100644 index 0000000000000000000000000000000000000000..e4f1457828615fc48dfb275c0203bc22d444ff05 GIT binary patch literal 3293 zcmb_eYjYD-7=F$+C2dICQ0|Bjq0;o0Efo}P0DF}{nqt!yu_|to({$U-ZpiMI`i&3% z3;%(i)KOq$M*G=+!uTH?pOb9U*rs%F*qJ?h_FSI#d9UaE_0R8r0JsTH;I3in8;(=b zjgquIS1&kKsTW;Kms_5+UDL7kiS&e;%Q{8r-t+owelwZ51^L*Qu9x$w(kPpDsc$R{ zA@Fx*!|^QBRzQyLnYMKG_06(w+McZ1hNb6xw<7Ig#wh2D#`w-^wPe+|3myf!`fSh} zO9k^=&2X!h^F*IzlN!pb8=Ho18Foo05waM+)qrdwFy+`};u{J*HS#|&iMlIkKEEyt z9wiA3zlpM8gaj@GI}T7dj3WX^Ql@Qsw*)RHcIox@*bu7%JTMaY>-vGV)Ssl#Zeg?{`AO6>1%bUy!bEc}hq^pxaxkI#1^9S;Msa zsuVcc%JR!m3}PsP0SpVYW%@=1diQ%HiX?O;jML}q!dh2|FvbKf?xt?qvSi7ya-QMI znXQ7XsJIE^nt)y~EGzCg@%}1Vmt}uEFIVYhJ{HhS`usu=I;}Y}RKk5qsKup63M{7{t+Uv|IxQlwxw4H99JWAU_03^ZgUt9t zkay~|zQn@C3ZYEU8KHwFb}L@PbgtgaI*cjC(WYVf)cQ!>*a8bXHSGYK9m0o%cby*8 zYk?nL51MM)^R`ZtR*=e^``ATs3%8ZU(kyC0{wQOHaZjKloy{#yWT$3WzjidQSvrb2 zWIK_;d=$MnuJ(Vu&FSM>`XOP#u!)O*Eg9u3oSRUPjvJdA^bblSr}-Myxzs$HIBa;prkENa&yI?skZ&P&mno|^rLp0GanLfjVy`WtU&@O`3 z$#xM`C%JZ12ooWkayoDZkJ*M$!g`=c8>$@9=v$ZHZ`eCQzn*kCaC$}UP|aD@oKwv^ xE`5C7#k=@|;15^Omd2N9tfcW3zD{%hqcpySvBEnP@+hnzI;9n-rB<9a=^<{>ETcS*Z`>=p}KtXZs=C>o0GoDr(7Ogz$q_ zwz^s+%>Vr-IZP53|NBQdWC__7#UQJMg{84bITfYb)#WY1bg?UqVM+*vgBBk0I5L9_ zJi^4%@|K5b9L-}2bA(B|qYUBuQ9g&nE9aY4dN1y9NEeny=>N)=%c4+p!4%V8OIW#2 z<}?=GrbuZk6D=Y?&@O$WLX*P>%uKi=!%ic%jWmkxi9~cI8xk&!Gd8U4UxgTP=;0(z z<#7V13FqEb+Z@gkywu2~*pd%L8d<`R|0BtRrP)78t&04*GPW9wnGB+J_4*L!@>s-2 zg!AvFl5p`Kl3qTD?BPAUpXa`~KsYjJL)Wc2T;i4r8qEi_#@aezcK8_jt?XeLr5P-t zOvv;qZ+F}vX2P+d&!)73>nXS)GTprie#aRn$O#ar;}#Qq`B=Ht6T;?@{zGZS9IkT) z`>ohaO;75Uhp$j1+&RSm y-xz3z>-K9bC;7CBZ+Mkq%k{oq#Rls|#_;*KzyQX0&T6WbnEa_-B*2eJMTZ8NM+ke=t-+N(rJ~DQeCYWuFTh#8^a@lCo{N{qD6S>XjrA)tTr(; zFYvEDbFZ1{{S|?ZYZnub9kukAQYsv8_*-D8!Qv6I;F&jq{fO*C06hZT@rtAsr6V9R z5%eOeHVz6z;!DN`t?LqmH7{f;eI!%31nh|`w7KG1HbDwn$?i7RP1rE5& z6?=WgIMEm2UiM0az_Ww(AZ(A@<6hcbLN<&k zOgC9PBuPV-o^GDbn5Hc0 zX5OXs(;Ef3ssJX0&kAS--85sa9UG{yl9%N`Y*8*TPh$f$WEqI98}4$fVe)Q#E{yBS z;eBz1g7Nj1wn5;9wvf1&*d@e-SOQcxArNhfUdxXV2tQqgilhPpb8YghZit4Yj<(Gs zySPkX>AjOpC0GD=VV$b)Ut#~@H8`#9N~5)F;#UYO1Sw0(;*_a7&a5<+jDpv95kLl2 z+Ld92VZv5LXRNl#R>8C#)u~E%*)9^&^LDjTkmn6WuYb16@29eyHyncuCN0Y*8mkXB zHXZ@?mBc@E(HU$yfM`JV1DvC(Mdscwxf8(G_|DGQTW6>1&Fo{jr|uIAc;;7pDpottl!1Qa*4Na@-KYhpR7$h1yAt#;k!7+ z{mCs%O^@6|`Wj!3+`)w{T--!%gl`A<>*McGVhfiO)ZpYM=B|zY8PU;O>h|y!<~MQe zEO)9+yMU6K#tHynG>@gKw}P3hD{4nh2ui%Du2#M>CbJJkL@P5mw_^A=vj z-!a4Ym$_$fHt`P{^KH*cG2R&A2Sx!!&m!x-z2eAFt25N-Ac!Tt3tsZ|KYkah_YhE8 zHT9r|BX>~AjnX}nqtxmaWvcl?aRH7ud~qC(M_a8aYX^L5-ykf9H#PG-_ zHntG>8@{-So7?F|8+4<1lX@sGMDe8-x@*x%()}`blo!wVbbAss^3(_=-NaY76YXgb z?IBTR2%v{V&rrBd{Elx&Nah!ufqt&l=CnWmo^uCx-|!U+;tyO2P~AUrR;G^Alpk@p zFtEUHLkwbQfjbE`469+pVcd;6bn4g1?;8sUX7J4nzLmkZ@tq95i|=Ldef)rz9sCeK UT0p0RA3OMogP%J1nSi{l4TBipIv1cE7HBwfp6k4CCy ztY|W}j zvyjnBxq_Bzj8;QdYG&RhqLrL=@5UxFUiQ^(B>WzKIgeK~OQtew+J=@iG_#nb zfx202;roLE{)JzxK| z059a$WZq`4z|em}Ne}^nC*2u`&=N$OK-+|F>h|*j`oKwyoz`qEmEJ$nFiJ^!lRh<$ z<0y6ErocNV#&SscZvg2OFYmv{=%gpq212o>Cj~Av0gmu;owzVM5Izkb9usJfRVAZJ zS^^>+Mi;u(iynb+Y(?K>wAJYpIKO}ORW0$e!QC6Mq~dyh&? z%UrEECvB~u!j?p@2z0e7QDWU@ui>YVJ>redzw!s|7A5}kb!kf|X-hcdB$Tuz7(9ul zv?W>>JW|>iDhG3zl16Q@^t_c!H*c@mK@1A?7NtG4u()tzDLp@PJ9{I0eP(`oW?JC! z0S`jL7)Bz5AtVJ(8Cp&nVO(^=YLxqSp&e;b0OJCk_G-0!XThA+bc6CM@PrrljGAZh zTnHb*M+N+u*oZ*npg+R6gp`WK34w91lsisvgP;s?`HNwE+*xT-pnJav2Qfv}A~6|* zE_#kcoEVD|yN-bUr;W`%gvUKo_9Sve>cg!LB69lDm z%!?w=(AafX5TBwh-l^)g%t}ku69P*EjqLY6-bRn#pH~cj8p|Qv!e<1Y+9fP)7_z7t zSzEK^%w}Fzl(q%&S%G9;GmNNRj`ml1V#rSo9k7Qz_TZh@YeE0AXp+p4ID%MXk~v!t zczrhn9Tjv6JWr>!TF}C;3)*m5lMgG|T0o^dR88Qo|1bCh^;?tpBM$b1<(tPQR3e=Y zQ5(xVA6+57!MZDmS6B(8=d(+b^HVcC3L6BemlP=r_Gwg63*$*VrRLue@Kr9V3nkrG z854NXL$Oc&s&H+6M)k9P&`Xm)3-H?*@A@}2e7|L(17x;wjfw$61%LXq}JAmY2~AMuTdr`y_h zwz~aiMcg+M7;Wo5bPF*78l<%5!BP4i#P~(@DK0UR!in;x>1nT#+OO9mMd1Z%IX!T`>-#RhJik@)a7dgE<U^Y{Rv93w*LQF+gm6y!e%uORO}#K@&U{7)GBJ)Z!h zepPsCKCm+Q5Fg{~%R6{sj_s8lOwSKJ!c~EXn137BZ?UtJ{|NuR!{Pz5JGc?w!6)Nl z8<*pOZH(Q=%eVRhze7h~;GSA;@ZQ_FeJi3pK;bWh@Z;yaMi6)xQIOU3e_?)_4e$&0 z_tH#1vBvR;#yy0MzoEuf(Gln7hRD3c3b#IvQ53OS-}+sbq8MI+PLEJgIJ@NXy++Te z%_r(x@a^5g15_>r`U3RC<-WksHm>vq{)mnH*u2LXjvEv%XE)uDz^k-CQI^2xX@PP> z0b1 zPT`mAkFZYx1AVNqoc3320{8)b?3&@nui4|n)A$YBHQq%@_y;X^d}x_pj)>vI%Y5^U zy7a5dfW@G>V3F!A;=Hj8e;Qv(JyzaGf!{1@80j;_uc#c z`QJDH2H-{fK_G9K`iA4I>BgG0eNQhquGEX3rOR8sv^~?Y^|9=j8k=#7(!1oRZGLmP z>AbXy)6(;}Zpv{Ba@Lk}j$@^V)59?cfq&;V9N#i+CDEz)rY$}F#%4)3ZC|>!Vd?pb zSEh`dQCcY)BemIT%4)?f_}tmkr^42m(Oe@v1D$n`T151uZdYB?m-%XUU2;T^amS`Y z6+>+@I#3r~cAZk$*GpBa^w7HW73r0!j2t;XlDlDS8oFiJYx?ZU4O#HnC(!?PERCUA z;OTJ10oKOQD$qJ=+NOVA;CfG8!>E&dqV4Gl^9kt{T(j&uZdAd%@0#}7VdjtYE(qLz zCwGVd9991@V~oHn&0Eq627%0@LzKW#B-)^%UEoMMbhbce#J3@I33MQ-W*!$v_hf4! zdO#pip9GHJU2(MF34vyR-Sh!*#^X^1Yot=!Eu>5p&zA%CyihT%qI5@kYf&>#5*tb2JYI@Z(~oqt zVoYFohj1QILK5Qwr+4VLs;yql9xC`&jRFbqb_|m|9HpHOfqz8}2-k7Nx>LMp*hNcv z>73(iRLYIWbKi#5g>$#dGCF;i)Q1jMw|w~8Xtafr#|_KMGpP~DkK$q+Q^*p@k1IU|s$lzD(<)r|tr_S8Ih&|<}Rm+^8Oqqwq@(hgw9 z80Hvbu6(5;J)bE$S~CbN@5DniM>I}x`%iT=pEL4yoK`<53%IKE{J6j~JEK|4l52*Q z_i6Uzt%58oGL7MyfLOErC9M;fi-t!C zOU=P`Gdz6{l7~Pou=@7Jj%Jv;57~OOHXg9YdB*7xv?=~z?r7OGtO_l%8^_Ee0ap`$ zu;qKvWL|sYo!c-{BZYkUkRr5UfUjar;lrGIG<2GRE`~CToa{_~Zfs_p#MoXlJY;1T zUK?J4pTH?}sr8!zTA67|E1zLiaTv?T@M*;xo^;bixoQM)cx?xz1F1c7LTd>nz?;_u zOV62}Ka!1138Pif&1dnsI6i~V*N@U}&N^K`N(XMuOxY-8_qn?v$T?UFq%R2^uK}r2 zPgwV8rA<}hXzC@@3#RHKQ2-ZE8-`BW&UD@i-stq^6$a_MKDOkjQ95+Qqn< zLiCT08n$EKE;$vCmw?{ArX3g{0x#G67Uj~%Dmi2Lfk1an>>(iBF7=~E*P$9tXOhRy#(6w=9+EzLABIQvMy{)8|84UBgc#7Or^9U-LNN- zwQcE+TZYGbA&am{yI?sUZ$j0~EfCK;72a2;OeOoND-~V^OLD>VOl~%2+YYk<(*Tzy zFF20x`L0o}F7+@(=eN+Syu;C#tn`4Sriw6rlj>R#e0gc$Xe%F*7FWE%)-;-eHODi3 z_i!xJe-E9RmVx_t^3NO;_&ML1>I9s?yZH||9tadcONrEi)=4}?QNLhYL!5JXZn<7< z@eit|)G{8Re3J_?xYMI14z*C)@V`AL97AZH!L$v(fpcnzMzx`g1I^jrmOT zJq&GOadF^}h!5OV3;OQ9g{8&LPu|C;{!SrH_$A*RX#NjUghLKZ@CE#eou_De6Bf~r zYj^?6l)Z=rey{SY>`ZaAA5X);N??-_TAXIdTOgD?Tp*j(fvZ~8^%k_nKtC$ne;+qy z28iUj0cv}fLaPue(I6l-2)nQm2vmIvI4uNjom=oMhg)3WDzz?|>FeKuvkmPpsBGcp zUb)G-+$3&Mc?D<^wsj?md)(mt9-hNj2*7JgXv*UCEWVn>*YNc$zJYIM@hyCti#>b?-{rW6?|JyX TM@WCq^$BWxi5k9$3z+yHL=SQb literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1.class new file mode 100644 index 0000000000000000000000000000000000000000..03b2458ec7b44464136bfe1d0a7587dea9515465 GIT binary patch literal 4200 zcmcgvYjYFV8Gg=6SXdSy6CgNOHK?(Xjn)`K670|zUlIk`PAo$)ZsM$@gS_@?SJ_<| z=T6fmZPHxZ{)5hRI{i}GDUg<#)}Qk``WyPCGnqa|TG_%Z*eRWiM(3P8m-q7Q`#$I0 zZ@&HeKL9+3-wM29nEHz2RCJ>vZQs*Njw|)DXX$dym$qj*wmzC0Rcq5uS$gOEw9P)B zpDIYZJS9Dk=O!JuBxh_n=QvjScnm_|-}x2Cw@h2fbLzfnOHW^3t?H)jOV>6my-@dR zl#n;7#j-Kn+O4)+uG=M_dOdwI7@Zi&hgsRMm+0fHwl{#SBbwjBfIkusw<~r4yuUDHM>Vc=}S?SeinjAjUE`6rBEK5G;1O~o~ z-!Vi59t%#~#rGIG1Ug1c+w{)}O!aM8*#5$NBJb%6|8eP+T(jmo?sm=&AH5*(yZ@iO zHt^a_yRTRxq{_-&Y2~0mX6Mc)(1k=NH0%*b_vKmvc9$1VEeY(#zBqOvDG>FSOi!Q? zs_y>%`x-Z>?Z4Uv6Y5{}Day)q?z zqipyFgI8P@*w>!!*%hC&R)lOZ&w)=Wsz`rqW_ITMTyA<|v2ecd^2GG`#JIqLz7SXv z_#vK*BaL3hm1Ptq<4WWbIEsu4mwqA;sAsO%Eng`)Ca~9Ea-AzP_M~B2byo@;40{WV zA{~QqWN};|l1~o`?7#EPBya*Jm9nPSI2&x8mQa9{bLu8Xq*i{FKYw)(jPqEpE|9>*9aw&UBO z7+%=ia~HaZAt!Jm42;k_X%o#D&Iu&0xTY@)yjdCyFxS^g)9@Q$XnX&{LTn1tapW;0 z@c1TRIm?n2!z%cOFDKSYvZhEVhF1jil3`gX-%0hl4Ew6=O%>&3=5ngH$v(ZQE2h7c z+5luX3R`j@xMG`3dOnU>kh$Y&MWv0JLEzNR1F-!X7l;Md@a@?YDCBZl*=&)j+H#;t zj4`~*9B8^A@J@J`g}$_Q3)=AASs^hTLOcS0_`cM)UB%niF(Ia^bm@$fpo+Y%0yaF) z0wjjA!0z01VQzGKjH$Gz6}f7WOmP{NPDm^za0m~o^UDHSjZ~=BhE#Jx;H41SY=bwr z&hDHEwQ>=!D=jsF?v^EOx0zO5RTr108lf7H=~vVsLSxoUH6lT4Wg3`SznYA%UyW;r zwZ>l!lY5ivS0B;_MMfLchB}fFj-xNe)d_mjHDcI~{btpvd#uYgxph0hg)(C>j63c{ zq%r)ItaR_vTi{RO0j2~O>!wwfZmUc#)Qc6@s4bmsPT#Fu4l^^f*4*@eYwfp1vHFS_ zmx_ga$%y$GelF14QnL+qF?>W2?!7sNUou2nWjaf_F)CEN;gH}i7_Mm)EjgzefzEWTClb+&u^CLdbKFsU?!2XZRw6#hUZBZLHj1`lI3{(s$j@1IZTXr z!Kw2@Xwp=&duHqWuBgfjre{*wsBJqWU9zo*L5A!u1_7&oMj-1BAgQU6fIZZO&OWKi zSFWlZ%tfB~6-Q?f;SWe;`mbYereokHy8p~)flt|{nrqmP2l&KY4H=9#jt<};Wqii5 zhB&%ae)5!(`7dV=eW#v(30{qQ=Tn;!TZ zMg?wRY@RcFkBOU@T*r%C z78)4%0S0MI;wM}oKk(e^0g8(}r#wD#3tH3en<$-*_CyKlsh;S-bqx1J{{r&{R<3bd z6I`W?M>fDc0*h)DI7d*WTCFj%33DWX*+`C3slz=A<|&?661p?}1aN@h9V1FN@WxgZ z-5V;psY2P#LsW6Hp`sf$M-kfpCFdXFNGS#mv$kpWzre@%q@xpG@iB@I@L^z11i$8t z#xuWRU*_mA(eCj$@$dpGU_63H7r646Y93cj$|L+g@bCm&>hlO~4t@^x99D59hc&#J c!&`WphdsQ5cNehB!+Rdy_b~6_l83AR1!3>YmH+?% literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..048eab652c79e01054cb87de1331ea1a158c42b9 GIT binary patch literal 4583 zcmcInTX!2*75((n#SIjD&CJoc?6dc`_x|=d zfB*M;e*y3eekX9%Ftv5Zsc1$;+P(&(h>gU)rAO*xHmnrN#i)&@98QX!9%AWyxosK<0id zjiOWFkzmCE)<)4S&^>9|rhi`GiJ{Q8Mc*aVhZ!|7d_~}``(GCV<3o-K0;P27Nd@Q% z9N%kI97hoEMFf2UsUf`;69;&X0^{gGe+*qn2z2^urYEr6cISs}fxwYei4kH+6*mIO z!}JsAGwls$T?U~p@OaoIK?Dtla0t2tvir#1kv%hVrCynnzEL)OgE1&p1^UC;nqBwV zYjrT$bv8^sL`P6>QRP!=q<>bWf3^u!R;7QI>7Q+N=e1E;^h@ZN-A+B0xHv*c-d zyLriv;xT~}73ojUFU&73>V@2k#iioqTwx|RBk;h`KH$Xh2|OM{3WEY&ma!r&nxn@t zjI;`!5#kVR&%~`;zS?9|;HbamIydI+S;MsIt`vB1KVLASG>pZN#kfF6J~g&8P6PkM z@kyLjn>`_L?!P6bC_a_I0IlBLu!60;Z|xRvm16754cfX;H?6XCCx%;* zvqbioh~sHY#Hi_He>a{H7$0h<#|M;k%D5jVo)$I;} ze}oMP)^Wv}Q@&`}WlMUgyyL9bYhhY#*|}%K=EB9znha0hA@!bv%`NY}HXLn%WL4XW ztR_Tq8Z$9mK#oYxlAfCr1kQ%74AgHsVSj=jr?iXEk25zvBM`6Gn8dQ_MuEqMS{^)T zvEscv=3+R9!geh=fF+~2EO5$|FV&^zvo`K7*bM{r=4-e_GN!iO(N2K{6qN>x0*`Kw z>Xs!dhE?=wQ0`_)))ZAnLFU&=L^A0+$w8NCS(Ssy6}d{rNe(uF98BIY{k3G}A|q~lAj zq;&#|VaErsv|QIV!_#&lc?i@3tM@NDn-?I=}Wd zJKQ&LE%66iz8g(et+)Sw8-|WD0n^>%T(@t4ub`yxxlUROoTi|Qg7v0HFBBK23e!23 z_?F=T-`a3`QAI6|6BtnIU4clA)g)3o!!yHS{2j%HVgygRsj^%(8gcmiHcAJQb|^!4 zP$*B{mXOQ z7Lcl_1gDxvbweFsBI+g73#|3)s?k9}Z*zF_IZ{fW7pRY<$ydf~y5`9RRM)4NO{@#~YRC|c)&qEuGJei>1Th>_Ny=49=HJlCf8d3? z7%HUyjLaYSgMXKrAI<_!^2v?d#Tkx2xrK9c88(i-r{>(jd?vkx&!#)yLFNvYmPdb& z*ywFFdF1x{xVn6N`CWYeuN2UMU+~?J&VNzUD2&VuU%=b!JViS@FoO(ocnUh@&R~Jx zBEK!mGMx1SzCit{YhYuFr`8vV7qbYYtpFuGuxQ|YM3$AJglV-fO30oZrKYzjAPm?* z8?XUX8p1$u!hn@2o(UU>zd%)$6B6kW8oa)R$e-}i9eBItCfafn@Ts^0GJ$%?5hhLI zIh7;I5i<-1Wn6qDExN>Ae3@dE%t!+w#TLLUgWUUkfBY z8)({>9--4RwEYfl?N+m|t!5w9R9FIiRP!u1=*BPk>lDSj$*+n7rG)za5I@FGx_j{} z{_5nY8^l%ze$Ac;*ZhWG<*k$S^+O&z9=^u=3Oh-94B|Qe?$32|J*9pKk zuAxK6H+6hV$G7o{j#u#=9pA9;N@5>*Lh;IcoS6v*XkM0s8GR AzW@LL literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1.class new file mode 100644 index 0000000000000000000000000000000000000000..8502f813c8ef3a486accd74e0a57b8daeaccc4d4 GIT binary patch literal 3960 zcmcguYgZdZ7=9)MwuH2WTC3CxXrs^oSxT$bf>s)+rVT+Gpd#Kj$uul%c4Kx!sn>d` z_uH@Vc>Gj7wpDwM^4TBZ&+wziXObnPkQ%H#e%P7WxxANW-uIdJ_rHGm6~GhtT42^N z^<~G&>qcJMo~vh_lGJmqrOQ=M+OFx?`gmeot)-ltbWeK`n|(4lm6mpHO1du3P21Lm zxM5kQou6?W%Z(h;AO!wQE;}A4l}xAXnYMKGrImti+MX=ghNY*=Zjn-wMj?|kM%Q<% zE$7O1)}wA$Kk1JSk0l#fTCti6D00W$$IJ2nI)O^I43apZ~WE}6u93%aTDJ) zvKwhTcTWhE{z!kKxtU??Kt~9z2nz(gMbi~H zTZ8}hS|!jC$?`rescu=Ix0!VUJ577VS(bj73Ow9j7ft?sAKW@65Nja&hRC0gnR0$g zdPdIh3`UGNC$PId&tl6SXRQ{d=>!KRKVl9=)5;s;a zaGQxMaByqzGGUoHu99Yk^x}X(t7T-QMQ0LWJcNha5kMbN@YOTP%9f{;92D5)EtZ_~)AmWjw8|wZaA%{N zm8kO;6F39;%airBlUo8k0_btDt(^{;W);dQP_xv z_{N@_@Ro*2fy0g5Y)JDPIB9rVAbh@LdNNJ2uH^SjjsF^x>PWMPV6CsmG%rzPOfHUQBjPBDFHppcd^%VdizQY=z{F)&B$}i)ZV@-xAgU%H@(H) z8X!9`y(zl=%cz3=TnH(g5eP*TSyrB6fk(F=TJONdA=5bBKa#&98nGV=v00F`p9g>YU@lx zD;Myh(n4UJ2g^VouGvS17%TnAjTvxJq**$4zEyraE&R|+}a%8czQ!ZuYNmI%0 zK2v59UXXL9Yf{;`Z9Ak>@~Dep24gF)SA&Wz)(SvpKt1E^p&nt*2Kh0&xbq{9bnXnW z*P?9$*Rb<@4h24DyRSNpUD(Y(ZlHuNu6@FB03nWR z2fS2il|HW>~kFLCC+!coVaU&MJYveFK}hQYVJ|Z zy)J{}J{R}Hrap&|B~VP@wFF9V6Yx+@Un`4KG3#Q^#hZTvE`fUJ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..b236cf1747814ae854c0eb952febfef2dd48d578 GIT binary patch literal 6698 zcmeHL`Fj(`8Gc7T)-19SF5yZWR8YW{Wy?0i9Ck>Iv5RWi5M-c)rgSZ@?ZvBIMY}T4 zriC0$@B2*eGilSNC26?Z#A(wuP1EBK=zr3uY2VSV4s01Pr1`0j9_`M~@y&O<^L{h) z`kPl?0&p+>A&}CH_>65&#kDEja-DeE><9$BgTzT-|aE+lu!m`eoawJ)t|pZp7j{ znH)*!*2GBObd9X3kJ+|)PNuzH91LNd-8-ftHr6J8BZFH+t*f_E1R=3SvQ`cBu*6{@!k=dnx%Gn?{5CQ(WYii z#rKb&(9o!5fd8G{vk(>uKfzW&(1hE{!WeA{AAkvb! zftnN-L<3f+s6$Ag)}1ySfkUO>zl95efLI<$6HBHpAtw;Nk!}KwhBa%?=>94Z*z5oWWnH{o)OerWcW`P zSffL-Mu+F54#^rF3~)z@H99H<-V|#Hv@XOI*&=6p3>cc{Rj6S z8cU209#0)g9T*(lJGfV1RZA7e1aUVutB7EWK%J?L>n2S}1ksA9giITK;7{){nVh6u zpvj%i*(di~Lz-dcbGpDC)#5-T#nGvv16=|&$w;R_^TOB!u@&3oWcLW{sJ29IhR+mi z4`B_hzXl%>vp}PfZh`*!tGu@aX`j#JN<2`Ywmo^noX~TKFyji zbtjUv?U{VGl6X@RBvX|&*9;sxoz-ux(VO!6V=J-dPdlKQW{N3@o*ckl6?-s9PY#j5 zy$%B13xZS%LG=XCMOpihXlCAiuRt)L<>J-7APQ`1DaLQH!IJBe7*VkUqvc$)NJ><2 zfcVYn59f8qWjZaUd4X-Ei53}3B$cD?=ffZlA|+=Y6WCC0O_-)WrI{(0h76uc>sd*S z3dr&CH2oKL?eG@K^%;FjcwC<(!-ThZ?%NVRX}Htjk_ruY-@J9{1HxnY2UQ%wF6kz;pk* z32%1`SVi9;#*vmTJ3)T)^NRGQ0;ZjY#As@)e{^7wS-$8CpLi|U%aB1fh}Bpl$L9nB zStgZ0mejt%!@s{LC~iK|6rws1|x9{4xsVg`|OGt7# zjZDsbR7|>ssSCYWPwadMA6|~rc%&%hnsx;rqE+yH!%YuMXw3YcX8E|y2Dxw0z1TwmkD&h*px zjEYa;vjT$=Bcesx$$*1edb)kd8!LGvi%19=^zgP@(MLelO`1+9h zJYMy`3q4j$|-)e@C zi8Wlr$znPw_^v!F(1IYoFB9tb@Pkrnxi%|ryrF?~$&P9iUS4f}uBgf|`!FpX@wC8@ z=kC&?zr}N%z{(;WRU8ijnOU9$5ReZcAM})%k%by!>Xac%-0ub^2(i28&NiuYXVpL` ztOnKw`XRW-lti%bvk3`9Uf^ZwROJ37Cm?iJWvc& zW%jwPBc_5&JXjaSE*AePOI*PfB48nl3T&AtZ83Wk{Fa-t>vvZ0GWnKglfu=5K(rXD zYtD8lJD*GIg%jRj@dBq;h(}T*{Rh-a=HMAm9WGqZsL@ooSQ=8>!d>C{{fdgcWv-5N zah~q*@d2BAK<}zY>f`6hbh(y0qEe4x_xSP35yP$;O{!g+x?p#3t*QnGfprJ-y#LDRhYiQzy#1DCa}zEv+yw6Q+Y-D4TG$%eW81Fd=CrIgpMy>^ zP#xE<0?7kBOaq~SJm>NqlJ_xedzCE#{FHqlcakjsfu-FXA;$!xZRgPxt&3g6%IEnl z@JBwwUK^V64t}whFH4qI;SS31q^ejcw@Mr(Wxk49{(y%rp=C7sB4W?VvB0qRVlQAV z|ATFp(9QOqIqVpTvCwoy_PK!lvFIEgh}ND*>;euQZGReS`#IUU?c7xyIof>mBHsTp z1=QeAe6B$4zp1GLEw+~r;5AmRM?IPG3}WIec8Vu4%<@6LQ+yXKi?P>3_yDb-uD*>C zULhQ(-^jvp^XPji;ajxkDgsBPqIA>bXggij(@ss#Q9z}`)|4E!22%xLpmQo6HbL>s z9KQHHeh@;@HX1xLhrkPX_yU~yaziD#A-GgrIx>WOMIa2C#MI0d8Hm>?zk%;wy7Tl% z&F2 zO{`FGS|~WPx#VPs$DjyCitlc|d&C877mpX5ypKVNF%X|8AQi%L8NPro@_Qq#{}TOD z$J$POnXNS}cjGJgY9ScC1(cc)`Ju09prDmZ z#}JP~6;BkjSnc&L$!x-p@MDNjKO^uHU*>&&1RA4l1Y?Xby?|%tyT7sI{zkfAVgzWU z`?qm|2K<>{8;O(4d`o;w73KRXHz&WL!7pJBuhcKY>#UW%a{k(>!CzPtpowo#?f>V9 zw=MZC%n|r2BcU-CYYEJC4nuP1F;u6!gJd7Daq4*OJUDkGiz zRK@nKk}YRl*Pf9c-@Mo{9YTmxsTJ3^El0_7E57AO&sbh98kXbBvSZptrs9<-A!Qb` zd2?iAx7u>4;^chl^^CLi(ecq#kd;-7semHa{0%F|Yp-WaPmZLP%~jK&cH2liXXbKbjNy=jZKVT7uv#TMnoXwFIk>I<~OiNpe>f;N!n5!xIna# zWdge`XVqPi^)MGW(!2AVkM5ijNCe3KS>{a0Y^5+IeKT+RCL={$64!2a`wP+^pPreXn@y%CFJ|U4FHfc?CMN{;_6EQb!IO9@j3^EZG}~rY+H@ot!5?v? z6&iYoKwW)}hLn<{0+0AhW%u&5bJn!%N?8i*3p$1Q2>Q?;MjQhIO{v(RK6oM)K@J9<#TG(3 zUJ!^}E?d6Lkdmu8J-f+u!2~+g*uS8lN#dn2Uc@iXjrNpzpB80LG%GJLJEJ`{KIw^Gw)~~&CLp^oeNR+pRL&LZV80SZ8Z!dn zm?FpO)h+PM!w1#&+f+bTHt~)ZXs@}tb@p70)mFK<#$_A|F8~{-D0+C8L!{eOhTqHKeka0=RT%2JD;(v~m%zDlMe-jtxt;U2$4* zmA4r*)ds%?i6^}eeRa-3FsGj515E$GIB12#>h{Ya6 z(>kt_A0J$c3w#h9?n-dBV%d3F-l&^1m29DGmX^-crnlA4)yi~(RRX;W5T||?CZu9H zUoxDo<6VKC4IdkzsN=76?ZKOMe8BkSWnZnMS^SMtp}MzS66m~Hw#+PlOH?D!nz0Iw z=~oMY-Q?Wd%9L5EukA_k*CbsjW@WiP6G=LbERWl!=Sec%o=GQXyB;Z(@wnvX$)y>$ zQqIYnR#@nM2; z=f@lw+^MnG<1Kx+vHM#N1wLWBzc!6Wu!nElKnWdO`;=o1VUC%ld{;t#pwedcr8|h7 z48{M6-f#E@T&T86B5;7u`Mx_yaCvAQ!&B@}tmCc5E-U7>$K-a_F9x72`Cinx6f$ZjlArGlgz7F8!+7T*G^HbDHoKXEdVuHTwcbdx`Ttj}r$LSrSu3 z*CJOAspe7DJmxVt9{2DB9O`okSrVlr-bkVhF9{!&Bvx^mAA4BCl|{68c+|x7>H{ec%1=eg4<~ z?!E=!IlLzDf??_#jwLlo^>r{*lYUY%4M1H*e8&97)v!Y3q0YkXke{| zR)N+D(>A?R0vGzL8V1is+M8yMFVD4|Q>=w5sgK|3OC2%$qD)}O3ktpOsqV+8xq6-Eo90?ppK=?bLkZoEgU1lnU6 zg3Xc&f&#s}sU*;0+MCXX^rJ@L>HeKy9N5_%$u!d#xrwOt4|{p+f}q7CAnd5_t?O@)$0k_^=|6VftpcN*=>Of%hX1fq|XjMA9gj zB%zF}C#%gfo`$Cc4y;LUYH?}t+;VbZ=H>Lc^x2t(>6vMPNBZmdBZBwf=`dpG6KJuF z6=~6eWCR02zjd6Rqx7e=e<8z_H_t_FHo-UeJRu;ww zDsVbSb{dc1B*w$EWumJU&k2myc6~qzQ9LhjxW=nxd-QTzP^errGM-bou3?fFM3M2dOFzAPWKz*GH| zGj6n4F=Pt!VT@s+mdzUQsfM!x;exzUl&;6@OcJkd&|nEsRzrlJX(L!dTJ5+j@MLW? zX<2g3u+kn4n7NjbdBvz2m^AbZecS6fy?rWqyWda~mkhDo)IS6y# z8I=R7D(~vSqNWz5jV1`JKD^k8IMeYiTTfKROZ;$(INOId#SmE%?xtZCX^~wY(huaW ziugu`)j^KHt8d?ifpW)Zy!+ITb(D+1z>4w@(`vh)dX(!lYzXX2E~J+y7p7*I|0{<3 zyqkmF1`AFE2hgL|Ul9o9N&KPw5e7&Z;(oPIO$(I<6VtW&F4=`vsxWWF?lE;0@GIx~ zDTCo(Niq-4XDSU}WlU7cK&z(x!)Q`f|G{@IRfE^@kua{|qvWx2^n0{Y;8<1O!zd9! z5u577ULn)p5SZSZE!99Q0V0Y|b%TW%Ysrdt8|kFsv#P441rdB+k@)BEg(|Jxn+Xo@ zY9Q;yv3f+Zozm(v`W)7jBfcuIzXI<-AsWhUvgSlcy@YzvK(V13O@#S1Q?-cXP?o5F zeCtLy%qMg(q@L*3jYFXk5f6=o=E7HGQ}&ts$m_b z((^{aG*&FRtX=|bX>-jsyizgT!R(vam^bqNSXYYI{e@y~MHc*?NYb`tVahUG-qu-T z&)6BuaaoC#>ovwz+9?(?a@JI`A6qK&f}WG-P1odRleX+&2LoQ{Mf7UVIJbl-?DXzGu7NkeDHO2##<6^VE=3UE$}qy+jxr;+L5gxjwCJ)|v6BjOaUwi`} z{09XzK}qgH^M9$Sh7TvE`2zmP&O>NrXdFXA9LEVUfir9`@tfwiVp)Q-Uc!f{KXvtO zjPcsiPJb~BRW|ayl=Lm?c@v?FN>RE=E)3CS$A_rtEeZ%atf%U*9;}vxfzAm!EJN{( zcwhW!{}7__K^lB{3!%Rue;bAEa-&tbQMgoGIWh__a1iS>iImC_br6%3uZ(LOjNie> zC{qaxmHeZ)24V~?;zY?G2g(zDjBp7)j!#g`A$6TrM#+I^JjwBk?v zb(jbAQ+^e&l#1&6bF%p_=;vSIH@Ml_hCj1c&AQ@)wh4b>PlzV|m0tyeg9OoIE;}B- z#G5eQiFaM%$P?=IqfQndklAMNt$xO^lDBkO( z-Y@^aM<0BuE_>0gr9As1{3$NKlN+&2n`QgrL(VyK=A3=`X76wB{Q389zXLdd?*z^m zroQGlIo-%f+jI4dQt@lh^K?X?lNo8Q%Leo7mNeL{M4EQV zP)3ap)rA&{PQKvjdFi^eM4ze55yDWQ@pA0BvBaveZs?X_=k(e1s?2!Y6Bzt2$Y=-( zJYKzV2Xr*F3ABxyw&^`5aG<{i<{exZJG3ZJXm+Z>(fbVudaYDO`s2+l3u6a5LTE); zAn2`_uE5zk;`eQcKu09QuVzX0Ed_d;86>dNwAYY?ph0x=)i|H^X@MhtzBd6+!wUl8OGVR@DUx=X3Fhm3=ufgE&HeL> zxj4>-a0cfDdbVmo+_GfOuu`7k$?1)ZEGRP4Fe9L649n{EoZh}7i)mi=^`_-T=5%jg zg@yWhFPYv-Zyk^wn7u72QYvM0Rj^+QA&EJGP((3lxn2uA?fY?kA#1Fqj9F!qMM@g= zmCz(S1hhy^K<5?~mAa^5iSjEx3ViP$e@#ui7qfgwy0P4k`H-2wpZ^~N8_IO^e#FNa zm6Pou(&B5Zja3d_U?ZX74S^l;WNLmQImtZRSp!PFB>SY1X@`Mq7`ySHy3gVjD3DtN zg%LH7E6@6n_4XXuzT<198bMx~4z_5r0h65vQoh@7k&xF(sdebp(*pB^H-YL0c$1T2Y z2DremA3NQRnKiu2g!XN$1+MsqosyR>nO0U7YfW&fl+G26!pf=2cBL8KO1c_J_$G{x zIMwh^Nkv+obf4OmH<2Ol#s){@0!$qTL8fi<; zt3jYWW#(+dE4KqXNuimw8KY2rw=2Q_8Oc&UEsNEiaNM?KandqeSF(57HEm}s$0b8D zcvhS&sWIi0iWzy@RIIWa?x~6Dx0uvha63Eb}`K0Yh_evP_e|m1?UW@mVz@> zL%`i2f6OMH{FE!5Cj*?dXxqRI?EHyKfzLSZt!(1~?BWv-P(l~qea>|NA+DKHd{#pK zqS98*g`0>R4@Q4M|BrkEE|fT?9A@G>D| zGJ}cDQ_9z6o>9K`+(KY!=muUt9_$Vd(Ae(a;58iU4*m>z9l5JKQUOva;_*6=Jy@Yi z1xXJ~s#NIrV3kT*s^DJeoS>RDo>2;Ccwb5AiVhIAK|(e}e6AyZyNa&5iY}^9cJmTd zsGv}*Rj!onU-4-_S85m7$4;j*e}qqPrL7%b^D&6`aJgzu3%=n_fM|ZpIm^{U#Cea) zjfa=nAX7y5GT-c1!y{^V)Maoy=HhYK)aMYgI0|vR8AlOr93Dz>tm6_dyV$^6%V>4+ Owu^UMEVx*7asD68XRE3J literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..67e772c8982f63d06f1fef5676184ae78b63a4d8 GIT binary patch literal 1761 zcmb`HTXPdP6vzKsC*H(aNaAuYO}RM1v4O>0TO86jCSkS&12qW`JSl78C|+wlyV?wV zD`47kdFb@HABy3~u}!#oIxssUX(gSXj?VcX{rC3GKLBpv7Q-zr-BuVjUEUN*$F3hn z!fnKXE1qbfVi_v8;#JIAEo_MRw$3T)*E_pO~lw;?TtzcYyI;(U0C<%UG8!sgNBF(gmoo#d9lne_3Cs9_9;KFozw zT11KmuBUV)Nl|`m;|Rk+e@pnSTBvJD5ZvPtZwuPUa3=p55xviN-9Va@9tX$pV+KcY zoMG-WHuIli92~&R1Z@1waBBDsDM7=;Y2%cE9?VdVatsqa4H~K1m}408YV`+|T6KkC zUq9Jh9XrTlejH~|V6ZwR3gxHnGTiUme8=jU?lbQQ&8dnxCEjZ9r07AgOv6kA2G%lz z6fHiHX7r3py`t0!?ssD^{`X2fmF3hRMB8*7=rZ7_ZBw;yQ^) z-6K_c!A!(Mp9dQ}l6*4|4@^UrYf_0?(%uwNZ^rSI5>YkaaV)6bCRdangfVH5;AZ0LZ!YaBo?~?H8`OiU_}5-8&1hAI2c9RTYVY5rK8^B(yKcv5) zpKMQyo_bE@b5DO$PoGIPAwnox+YdW4JC|qP_nG&7X8!o=x8DKW!c&0}!_=1@C#xG- zX?w1ocJflsxRx&0J!!k9W9x(QK{YnvWTbn~i`uMbS2Bhtr}9p2#f$bvdjk*xeB(fNyMkP0$B<*wpn{<`>F+6TJ!_j@-#}kt$yhaX%doThWNJyK zRi8lj+jtW|y})UI#V#HN&?wN@Z*tQCfuZ)Y6}6}L?&U^b$DF{cy-?_Ena7plaTO1@ zbaHnJrj?QT%0^{6b~?U|zB1xF#SBSS9yCN#PUf*dWG^~G*pE;XG&BoD+vDZwyBspH zL)eFdK{OyNQ1308uE5<28SiGg!2W2O!EZ?wP*uk7W{p6zX|FoV($4{b^X)ssu48AH zK&*zRucg(nOck=@(leNo1_M_t2pp_V+SszkUW=c}k2DCHEOPwPMFEH@0f?0tiO~ZY zqX5Jz0uZal+C=~aI(9}46F+ZKL(;AuuQcy@0em2EG%LNK$?3`2nfS!WqvULIYGh(~ zWLV&Edkq#sh~mQ_&fz=*#xhb;ITH_|9UUqnI_a>#{j_uomZvu97C7K7=AE@kd(<$k zLS70SsYN;iB?di+9$XNpOGH_=>^z7NF5;5f?6Sc1S_$wb(iFf|24St$Z!Nh>bgv7X z+e-laM7SBm4KO(VS)+(~OCVIJlJ^j9gNv`>BL=-svJ#2_?g;FQPb6msCx%8C-{mkZ zsz?aK7-_-~Mg`7n$!pxQWY(~f9&eA4^|V}3=@Y=1fSxuiE8;nkwmeTTC)*+^xxi42 zw3YIvEwW~Mi;+rx?Ze00jx(u(E$h3R2qKPg9%NJ{esrzsdJwo-Qw84S{77IRstmN4 zQH|-mq#pt^HKMA_M#W%PuNKk1j=d%bEWABze3LgJ%7I^aiZMfrYP{V)_rjb;HeICM5w5rx4 z0d1vM6&I-vwa#sa8#RGH#k_*c2;46-v&-vX>v{C1*Sf%=GG^6fq2*TV_!iVuAyfe> z>#}Op(VcZuwVtt+p?4=Yp9X{cw6GS`j%ne|rzf-vqEow|jRn;d`o6#4upRqx&MCNj z;}C1;KM=bB3Ia_@Giw`OQO4_s_y$!f?NBx5jJ#>2EIFeJ>JY^xy*zHL`2PnJe27jI zaw(bjdqQ#BmiZyeaQTkp%`sx9EytyHkd{S<+y|3RA)l6`rouZuUEtF(C+AGpoATGql6m7Ar*jJr7(X$eR18`3$#7x`~_V<78m1c zsVbI-yI!D|V^=nDZM^#>Zan1Af#>Mo#J~myf5zQsFA;y(a_>1NUU5YozGhhu?bKO( z!&Xaik4yCRGH&ut7@)6Zi`!|-B&KK`Fy`AH!D-y*9LAnX8sGakQR+FX^(C~T0d#+E zqK8ym>Dk05&p1>~L~DhJRy-_%ap`MB%n+Wbx~D&AMcX;qwYc?J;| oXOZP*i}R?9!;E7oj%8SJD0yv3( z3rriPzT!9)-Ka?0bM=x_mwMT?bh++H+ch0qpUO_DZ+WLI-3wmI=DJub8=kyacd9in zH5!8u_&T@Zc$R4^4o<@}ZRzUEt5w~!Jz2L6OD{CsnzYL~qgpH*6D?{*a=l@fJW6u) zv%zkBG8d+ouOkJJ<+|6>Yr6S*+HmE>!a|$z7Bv)wX*UcdV{(KvrzUdC#;T!PhF#I; zip#R(@l0U&yOV;3`G=oILjG;Py6MPCm--0IOsDL--KvcMOQ;xakXc3#bo zkRQ)xuueBjt1RnnL5tK(xnrl{4?3;Q@q45RF zaz_(7OuN=lbXERKJ`Q9Q4rH1E&d@TMAr55PIFQ*YBNPV&j_k}M)_>h3kd$0K+umOA zV(1q*P?6sB-2B|)LN-71c44t_aVCFe=8V8IgCV|2U=T;*7(klpTSie@R6U!(Fh*3C zWax%K{JeAO9Tl3`g%&q)r{nQB!zkSxmUteE6L zv+M_wYo@o9Y&)b2^V{;SpsJ!0fYw4Bm#`=hPbt*$JFLLVkDm}*TcAKJrIfN*+`XH& zG`n03Z!qbaItsiy_+%n>R!0bCZS5anJ{NGGQ2b*z`H)C&ChG&3x`|9NyiNGAr7TZd zhU?Bt^SW8`CkIyVpz1LOigEl3r8vQW1=1a0j_RZ_5R1FA`NG0fetL#Ypye08%_gt} za}O$5PT&B3r0x^JwA!e8jHw6V`g{mDh4_1WV8c9|z?*nWNvR85YH6}dv)!Dx9(QCA z*w^B@r5S0}Rn=}Z_25t_R@5d!+t&Rybc?$(?H%5@8INmST3kD*#W!yDZrprMJ0}iz zc5yEbinMlA8|&149OVz4Tf!4mb;~ikIGe%RP4jKy)XaTGDirc0vHs6^Phd~M ztk{O@~o-&_02apMpxx!(={nz%C;Q>BN5SM)6_V15qS`0 zxY>_^UQIPju2AicYp7m=`Np}w4#lHXWUEl*g zlg)3~kEi)Ys(_c;J%eY-qscXneX6o}i#)~C)Tx8iYxgj8BAWgb`X~PFvj0@PL0aI- z&^`Q&pO0_g#4Oj7`QgtnC2$|pSNYl_?qX&GzesN&n;yB1=|u)XIjH|0%J-r9#*W;DJQ3}SG7QK2qQkdwvM>5ytlUBM7Ac$INc&;#Z-=8F zHg!<$?1w`sn!l?tFp(fIzwDi&+;>Q$f_x|`PO#e?>yg6nMx|q$FZfk{)0;tf5Q8L4iWs5CmNo^zql@QcaWa$b9wMQgOJ6K z@e_YNgcrEFjMz{8^)Oy^8HtpOm(ZZYR<9wF#ab5YSscQREPjpOWbrP3>r?*@zrTj4 Oi<>U~;No=`hyM?HEndw4 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt.class new file mode 100644 index 0000000000000000000000000000000000000000..1d4694a15a76e4bf66f35b8367de9c290b0aff90 GIT binary patch literal 27922 zcmeHP34B~tx&OY&WM(o=(_zvr>E4DeY1&LCOPi&k>6*|i(6q%Aq)d~WblPMR=O!(n z4{?9)BBJ2>)F&=)QBfdRl~Pa?MZ|r z`~Kg0zH{!q=ef^)k%+eN2bdzUc;&I-;epE7fR-55D|?5NT4kR;SgBn;swMRJaH6uM ztwlWR9PZQfJ)?eNrqI#Y@mS?xEHO~ob@-^(i(m7YW+zZ($8hKH=#hA0fax`B+q3n4 zcq~5HrzOq4yT=X>Bx55-wi!Qfi|JZpyFEttXc8SZuA6LkVyZi|L2V#5sx>lwv}s?1 zqc>y5jm^`UT~m2^^GwaKY2Us^{MU?`)=!o~1=J3Gup^c{rX|tV*96%0<^UBiEj>0o zIv7t>9z8x(8BdIA$wX|hvMnKC)Z@LnpJp-5>pi0N9s{#F#|8&4h$Uk~8Y(iaS(}NK z;}??`2MTF66$Pn~<}l4oXjo1`QSW{IraT_XTJL)BL0WPV4I$(UNlR24C@D zZJRs#tEf!CdM;C!g+o&7AA~km?%8+62sB8cjgn1b5nTJPAXCi_}$B9M(% zrm!^=hv6zN6Z1(GJ|=GhDuNc7?0_<*3TmI$9~&DSWx9SkM#ja!IAuZEv8h_cr7lDs z8jIFga}Noc_K)P#z(b-LciRsKZi$a~{SvO5n^}GVW03Bw!&=fBxyt!75GL}jeE~fwp zo#|uhaL3e@Z>A39_Bj1P(g;h@vTP#moCU;t@*H4Vom;3)JzzTRPL{wcZB^kG)8=5B z6Ma{ZX3P^6(jmG`DD%)+2m;-N$tGvY8v5vTV4s?X%2rbg;Bv5e0vj&f;?mq8`spRe z&kSgzw&i20SnEDj8+*HUVf#rUQ4G9kwQ zZco1hGKA!krs8U*56$rOEwi93*5Ke!C7eEn9c-MMbitDRZ90?8BI+|gQ9EtrZmk=w zA)QV;RnATRn5#Hx*xRP6A7*dnDhhh?W~5-DCuWZ>T$-E?y){U0p|>HdPwOddmEoti z=g5oNNeFYMCf$B|2h-vd{WPmsqC02E5N51!#WO4+7U!Z1`W{d84vzI{+sBeg>}Fh` zGFs-!By9j&#c!UD__?Tfu2~+OLG^zFy-}$DdsSuxYN%`+7NTRlqhm=80r%I=GI6>& zR;4}aj@W1n?mA6$oTg%mPLW%lzpP){?6c7+(sIpbfmk=Et8xNJmLT(-VUFBpXy#Rn zSvE^^Q(#pL&Bdl)}`7Bh?|j>nSmSOU@NW-D!*GQ}+UBfCq? z_ZGS}NH^1X+6Iu3f0}^sEd8U`{q#AJpE}93#L57>8z#r*gnI?sM&!Uzni?j5Qp3)t zhG1@aY9QBbnx{V7-v88=$8-^&-eP^CdFC{UGv*kOP)u>G8ETo5T3(QWmlhj>Jz)C5 zKMAHCTEE!+g$7!C4(@vr(W&MQ__i0E8<{-O*l#k-#pU88hq))-k0njzF8p!v8_kVo z6K4zOF8V}$u9r@(xpBQCg<+ntm>LsYrkR^8H3O#N(PS*4_YWtBpxcmDVF3bkH`Dp1 z*-ck!I}Dx3ZyBO5+}2l_j@$A-fnradd6q;wSm$Jf+C=|aknW+cBjC-&X+M1fs;*pz z&=6~*!94GP4F?U8aIe-jG&1O?ZwBZtrr&2#c$?aE{LZRTJOk`(hcLkmJF#4_4hIG3 z+e{59M=X?&%Q$`HkZ#Bpj9_D%alGWaLAsy5hd4XkQ6G?wxL5Pj58#;FIuEq$ZENY= z$5fi(LCvagl0Tv!7tjys0R$;x56E#c=Q8J3kkYWsS!M4VOYrn5igO~?2pIgQ^fTe1 ze=c%gYMV?{>FO_}UmBZBzrrJ38{I#GgDTsG#}a*Tt62gKyJOdJr8qxGzYzmI#8i_R ztw>ggV=-cz#%<~{rg%hj@TiC>tWz5)F@x!{ignZ7+hTFod8qj8KQCS3Q2iNIh^K`@{LN0#s$jeW3;6iRAkLaiE6UCy zZZjr3(nI3Z*D2>U(?CKzhEspcLWYV`r{rfGN>0rqrZu)t zCZs(ujdUSBCl4_&1~GR5#JWC-BPy++dN_$~qMuL4DC9~JrbjY%tg6N~r-J1WViKhG z2d=Oa&B_`&Giy^#!n5c3UlYARhxQOX0TZmj3X9X!! zLS=GWV;lkuy1yHrsTC%6Qy7y{STpjcm>F*q}=67YS|ClE<-cH6-=T%-N@n zZR#x3Q#O|AcujA)lHS|&6>`S>$)p4_yV)qa=*aM(rk?w`6lb#AI=lC^bZ*~?r0=wN zn$mS+Aur}71-yut;;i??i}LI<_VaR_b4!W&(*z5=J3$;>)e z69=XF>8?}Ew@mCu+s54~iCW@#JUN^g!nRiBUaeP)AJ_Us6Qq$5NyxPRHgg1LyVTuB zm-L4NE@7q44f1N?X4jgXO*CCU;|&7W7b9{{+0W(Tkg&C!bIgND<|G}zm}+0hs|;7Y zQ60y}B2XNOwUJMu;4P3#=#vnI|!!M5Q6}PHLJ&oXnu)#rX(BO-)apG3h=5M_`Z^A9=V5D2+mPDVB z4#O^i+j;-bxjnI-ij`2$lr(i>dlYc!jOH6E|eq=x~-P8k)*MoB7)f=AUmb zsN~xSY9VWzU@*P#EHHgKYuf2*sgWgd>1A@D5uEDK62I}aI z`wW{kVP!Mqnhp$ELdyxJiFK+$5Z)y=XE8;1?5=-}@2FI|nc*C?`uULP!Js$5F>LEt z>*fp!Qi3O!r$v3ksc*c=Xey(ksftXuO-I6}qG&U?P+gtjjBFEz*%`zK1`f=8Bj1US~T|0gigUErzZ?enfRy9u`&z?!Z@0_b_6Y!MQ zhE82wS`_w%J*^(&Z-iI+0;jGHc@}bcFpMt5|B<|CFyIM!OT7y@lHYpzb%E0EknfBe zMoR*LkiWE8j1(!5e}j?0=@0olfmx!{JI5K*sR$JsJxB6omD!Q(Gx3+!go-9xJL(I~ zDfL7`t^U%cGiX(WRyGpnpmkj+Jn1n5z^xdg&PBUzp?Rv^d`a1Y?378o7fQTKqN0yd z)yJXGqS8{?IzJo=7lni2fVgY*M3zJrPl9>T!qC!Ev&k|*vK$?+z;z|AC6cvQgjSW# zRYTa_m!Wg7l#Fb0A?JLqob&4F#?YG5@&KFji{wYj(&k$hSr_(&g+!G{*0%bE7=+fB zHfIhl+D?F!8Wk8vLlxgVL~0@%ta5EGa^<`?%NhDhw}$Go^pO)XyN}Y% zp$10}7}=Ud&K>}IJk)3~sFvTeEMTPyd>`Fi!#-^Mj#@Mk(S8qbe`&9;S|EA^Dqy* zh_}R7TK%c$Ty%ATJPW?f`1TAcEj3&2G{1pkb|KC}pn|>Jm?*|)$GcMQb+D0eV@l5VDBX!J z6M>hJ(ac7^GxBmtYBE*1qULOt7Mx=0Wv*@P_)*6CSP)H6%>sOu!LSWL0=u<^&K$ZU zP3q*T+x+~Dmvnqar^vgT48jL)%#bt(ihh0*K20L<#6{$YAsEh7?#5#{32dEJPB{tI zJv@eYuy<&O#|A7(2T1wYdKuH$^SF;PV!c(Yt+k4EcC$LW*(ST$CcD{YyIH;6tlnx?8?lgcK}fkQ=Iur?x!HPtBAZIZ=$6gO`c#oAgFtD>@UU6m-;)`{QiM8m4h zHKM#pw2W2(Wt2tJXpOADS+tEBUDk`X(fV3Zr(U$Jj)?w&hbUKzwg5zwYegL(BFdXZ zKY#?~nuwShFhRK-c`ZmgY`!pq`0i8Z*wA4uxler7L0GNf-q@f#Qipr>V?lR(AQ2Pq zz2K<8-Z6Y6YDhZ}*W;+sVt+ycna}RgSnsip*obPkNY!n_CQD}Rvh=6cnYWZq3)>P2 zEh&$)iDT$NL-TgU#cb!gsUcP2WQbR+Zm29&Liyyw2iD$!yW1&%GSPYE;ovxh^0t(B zj?>(eG{1*$rP5QhxWSuOmw%F$_N+fi%X>n;@XB#o&E~bldn>KGl`1}kEiBcC8TXBN)=bO!ov7c8;g`?~+CUpItx_tZN{UdP zELBkylMc`(s>V}~m?qWWsrYvu)lwb49rrGjJ>=)>arMDX2Z%xiXt5d31c47I0(UR= zUUdWIbNloO&Ep%;aUO9%Qe1}*ml3{0<)dX7Ybk|5{kfoU9jGq{wHrZw9jI>x^;>bj z9nW?-s6W@Dex*gdC>hj;9MtcodPV(igL<&Cff^Mn@5ktV%w)GgVMVxEFtoY6!7Dks zwWmT1E?AnMSLe&l(tJ0T7J(J#@<|Z&c@Xsl5cNe6bvuYU1){zHqE3RS2FcP^Ov5C~ zM^v=02`S?pl(<+?gQVmB|~x zolhh@Y_5yIYGq28TF*v+;oL&?@h(8=MRNQW^t%n%v;Zx9WI~~J62AyL*Jvt7FO;La^CW3fEskVZIvX{28&^m#!sqtx zrd9kED&w!>+jjRrAif4+_&U|#eiNQG&}Ej5TSkkNjav*GVc0lPGPE2Mqqu^t(PDce z9j2p}8pLt}SPXk4&@=!v$}oh-Xi(|OW}qYFWsapQ>np}7krl^o;I$v9bxRzF6^{GR zi{SG76dc!A+(O5#&V(Bfye-7nJ%ov0ZnUrnoNp009|WGT2ppLjftTkb@XD+N9>FA! zg1{pn5HGhY0&iA=QmfPoBJ%Q{#n7u)p0SAd=t^vJ-wRjx4O+_g!4-a!*6{sQ!QX;b z-3QxoFWlLyEDN@->adkpIdN0h>x1o36ftmU)^zM6bNZ$vTKR}}P zyHt&5b@WjQsBl7y6res@r~viKl3{c)DSD>@bdv?>CVCfL4~rw7-T-LxloNVWPH5+O z4UNNJm@oBL0Q_!xj{^8o7%^diR?YJ&XEo0&A?A*GUcbN^zIuJdl5u*U4R$`|6$Feh zW2waPI{dw!3g|i@eFKGYEx{Oz=sJV~@23wKp#bvOg{VWMnOgcGSi2H$_&-HNP?ulc z;FBT2jXf1hO1xmj#|10=d3Av_r}1Am(Wk?o!5=f;yM=BWr_URIOZ;x`WIm097e9mz z{1MgikExy?fMfg#UBW-5OK~5=vp&2UBn-nPm}CShAl!*?s+*);^vROoksofhix6x` zLDT4qid&k+EsZ{i5LR$Yqf;uN(CEW}$gBAFA5Ol3A$QPegCV>^fs~k+pB6owZM3Y| zqQDVAej4O{27r7TVdOYq`yoEL_#;5~V|?N80on}+H9$Ck`=fX^b;e?@puq0jg9RBV6{-J7Y; zGV-_&@^g~z@9~E{;ctb%A6|JA{UmRke$f*~aQf?UdU%{3Q&Q!s`GxdttR{Yj zz~tvxP5c7E$uFsre+7y9HGJ$Zs29)r=_i)vuRu^Kq{;`qZcn*U{|1Z4y+C2pE8Ju!ss33^g#f4kED(oF4#(r*~2r);H%g)K02 z-mtLu0{8nM8TUfxzX_ecSMud)#g_vhQh4Nr%EGR%I7!clK=99}=r2~krcd_KBN8OT zCoi;MSZKkp(11ay&mVIVpAmEzvD*{$*W6x(J3#a}{XK=|6tD6isCo!S;X!znhe7v) zpczN!70sUo8X}fyRy22X1Z>DymN@tih=U)5gZT~O;D_K~ z9)`F*g2?_+1al7|mVXdY_+KP?MjX6aikOIl*I9A!I;nMnAI+SvM6B7sRw4S2oQS5! z!R*T!2XnxN5Z>L88Y2#V0%$!61fK|%Z~+I^BJolDB0Pgy23HjG>=d8Cb9y#Z%!5zh zaE4DXoq&0DcK{)t1@(LkPWiV`(ci%-KaK_e@3BIBf_CD*70>qYLdyY^tCdlJ)~J<{ zPnHbp6{03CRt}(@=PE?oEop7X(fN5&Y1?@|%)UUrofp7yD+j={oOp){Fmj1<06P^H zCoBgrFJE}%;7z>j6tC!*moMEich1WX1@ODiTjx~{b*5l5Jb{nA1+xP|=?prl81X|s zG8%q-c|D&(9DrEnBY-S`Nakam5yY}AACS(X{eZFuFdqc0mjdQ~z?=ZgBe>V`?6?Ew z{T9r7Eto~gfVt5D^9f$5U_N2Ne8PhHgaz{n17?J{I4G+W^AmtnC}xeVn5%_iu1QzS zVqOPzEM_d_vMft^4d{Ln>i7q!<5QshX;}V0B6$82)>%&>#&{Bq@N_*@F$TEaNGs_^=_!mHZGt6JbylZlr= zD#t3GYXH|Xfa}kI>si3{7r^ybh|1pp*|X5ZXRtJFcEDvUM}_q=mZM@7Z>%+h4pnol zf~z_OuBtPGt1dTOo3p|Nh&T$kB7h4gK^0uW3yK)JOTpE7lAFZhjJF75m6EA6jJ_de zhSfKJ5kRU~1F=YE_R`0DFzDa0Y}3f6 zGP0NRL9MZ}7bT%tB5%>f%?e6KLWj?@mu=jT6V%LQ8*iOx*@iqWmTkPv#y4%*hGU#Q zZUw-*sEFHOWp;sPoVtYB6v?G;D4;uSpm#~2cTXB+^Rt3gNAy1Y}oI62J1al`O-ehiAlu~fsk)hu%*tSg) z+dbK_Jp^no1Ga~NZ4B5R0=78osD$_q6};@RbzUUyI3sbFDX^1_WcVst;3=R*o**su z%%bI8!I%XPsp__wa=Z*gYw>pd+W)W|+>s zxoyEd8_(28hOY#iF9V!cB9ht92UH~UnA~U}y2yaBA}lg`$a|JI*Um^t7 zmsjVvmbM{ZF<&Y+F^c&zxwI|j!{S!i1fQEtn1kSLjb{$6_k^gza}Gs3VXF5OQ>SMx zU4Z*;JUhUjk&y0%O>LDN5RE z0C@EPXbZq=23Xqw-X4H=8NfS?dkxQyIKZp7z^k*s6D0$@6%O#?d_;j4x4?^A;Kf;j z2eo@Ipu7pjVm__}Wo(kyg)n;J-$L$@*AiZ>?m-9smEfy{;@?7i;Zt6jjVr#FBJc60 zxpBQwUQ3XKFz&mID^5+zd%W%&EYX8^v`3rITTpZH{3Y{W4)#^N^Q-e-hbUv>0331Dp>vX=(SLk#|r^7lO z)#-#zFV*SQvho{rzEWr0zDuX;b-F>P_v`#Jo&Qaz59)NgPN!tG59@T7&R6O5JDnca z>2950uJhIM(U)|3P7YL{bD_@jbe^yC0-aas{0g04sdGfs?WWN6W|3RySvDCIYTy8J49QNSIZVE8*= z71zU#v}7K(J%7uKl+F0pb`Y3osV@03iKw4{nD9>!NLTljQQThpyHZ$2|K7dtMP4BJ z6ZwZ($<A~YT;R-Y-S$JHv?cw$kab&Zg-O(w8_I^C89Ln>35aW~qa0xw=R1Zx zN1!m2<3l+yltoMeXJLzy@~rLn)Sl%?nc;f@7b(A_wnAy)o~&GciuuZwpK<92P6fW= zI5*hB2Uy^YMyV^2YKy4w(+2enW-*1!xI$~|@(vGZgUni&OO?uxxH<2d6n`W-vVm`RVq1ba-8O8w{RCOW>N>hTezR@ zvgYuBS_Y@_kkY4CB3!2o7tZXkHwn+w4stH04#o&q*6#bh@3qqZzGY^T3?S9^`}%$5`!es``_4W0 zoO93l&$*AMUOVs*fVn~ySg0kU-RX2^RO{4JrV;H(XY^>?NJjOGOg&{J(y8d;gkh#L zTNk8zdNaBqr`pYoX6l_=BMZ9vQr&u7fe@JUMkFcl3KY*tq!Q*l0pGM(^%?>1wCXiM z6hTqpgI^%fA-8K!T&xR-SP&{o0`MTn1!h;m5LnduMs#qkX%Yx_>ZWCzy%`mW3HUo4 z4+va3t>8|U52J?dq-b-jS^BiKb=lfX!qnUC>8ACqTeN;H+Gi$`(N?;)skJ+8CKD;? z`ZQ-#x)EKFPLb%-Ogg)%+Fp>-83QiCxq7Hg8h_DQ;N{shzW1(3L*mIWNLEX)@eokNf2Oh(%(AwATHdb&B(Tfm7 z)J|s@07I;^_T@ai6~mGe%*9gILQ4bpy@F-by-PFNSQ;#FULVAAtSCVnRuY0!oDQNL zQ{}{J#zjsQTSp@LEcXzs!!B5Da;VvCdr*4qt%T%`q^@P0S|l*Ha7MnKAhNP-JvOLV zhw}uc3FfJP$LAi4qj`Rf%_U+JA*04=w#pnIYpHlr zH;B*a?!Mlpy!>UUPoz5YXND|Xy|q{W_g>mt9(`^8F*w^U(2~h^hBBiyfh{V!&`sAR z36?fPp<}3aYtxqgp6KSjl#`i@9IBqOQb<=2>3bPx7beWE91<|joTNU|;-dpl28IL; zCQQJ{!PZH+=pBh#5-a<0p~S6=m}jk#x*#sL!TufAxITz?+T(XwUtMm){5*a<7 zJJ0jqh=oHDZDc1WPwpf5sI=%~Og<-YWJjdnIzn))t$lTK+kzH>QrBBnyA;Ir*dD+q zaD%|fxzvuaa&&6RcD6`*%S9b}udFBvJ}D6GU>a1J>8h!+Md;C|R&CNZvvaSSYG=XJ zDjCI9*`x5|=3#Z&$!oje_>_v9@M!@xne1`eRDs59VLk3pAo$Cxf}ZKum+3tOBTn>K zMD8F$!@-dba|)v!i=l{Y>LZ(znz>BtjU@V6-SU7b8v`_K2>9T^ zP298ROloU}PM3Gc2!m#WGhOmerlYBXNDRW;MLG7S7V+-Xa#ui^cn}Xs?H^@gn`t|rhWF4;mT`K4eN&!hg@L?P&K1>ud{H2h^So2y>_xl+ zc4+1zx0pXEa6*sPt=rQQ+ejIv#yh*f_5b<8?pU&+kUvLQkXNLi#xp9O!m}*W&q)Y! zn_H`Sc7z7;G+wCSHS0@sB^ykd7H5-Fo|DT8rFZHX1z)y54)F5-627Y9EBG2K2SHv- z(hUVK9_x9jOPgIf`(97N^y8ZXZbHb4&Wn*$W@@~~dV2c3>^wa3N5~)gL3DHe zqJ$i=c6;K?zSjn~%~L&<9_w##o9YSqRgb@jPmd~xd}Ga)*pDik*J6XebV;e3tMTIP7#cO+U*W6p z)P?HG79YCqY_9Nx%9jK}6>|OJN3ZZM866r;nxg%FD&w*$=}OXJ&Wly$S%v&mcD&DD98wP5RXkpLp+R8Y8$up>o6fDu%5Yk*o?#z5 z2)=g3n?bZ?94b!k^6*{cD7-SldvPzbl9$0hG0Kk4tl%$&&7U21)SQfu0)TxyY8TUB3m ztaYx5`5nUXf;2a3sM?sT#nMo{b{Gq zoZQgZP&Z4hpEMjl9L&zyXSqwQ`7atN^*fUq+DbXp?CG=AnihVA_1TD5*2=Gc zZGAnP^vr7cQ9*wBNwd{kqh%6u>`a!jBkbsAQ{;>T?TJoyIo8LQ39I_p1@!2#RDZ%q za7}aW8ykzw@V8lH8^RWhrBZrkK~gjLEt7449b=0UQll}20*;?o9LZ}6>>8S%PMZe5 z8TZ<^O@lWZ4?pS3Y^;!9aY?D9*$(jcHIC--y+_X0>_wnv!T?I|nu7xfC+b^>>w)F)r5U}ak9-dxv^{?svFC#758v^ zaSDIrKdIC>{_PKwBU-x$v-Y5A5ObxT`>=piW3hL(5-x7^A4JQ#y;wAe#f<^)Y&GoP zk5+c*CE=3&SS7F>_e$zqP6flkL9A^o_0AquyAN-xm14uC2XFzf2Yq|6wWc;q?P~{c zNjNlP0GDzU7{FzGlnmhVaA@KHt_p{IG-eO3T^BCjf%)O`UDSj7Qm8cJs=4y_@5A#^d6?hcX3k7Qx?B{FupTb)$Lt_dmj=-Vd zAbI#J+0GonMu^8^ifyC7A*@{^SaVzENo*RymM4*NT~Vam4h znQKQo)Ji_>9M^C&Zo}>T52u;Tb(@lWHYNEiit=v89k>!6F$#4KCHd?*$!Ad(-wxc# zP^;xzo05DswGt;dR6ByWi+n}6kZ?jUix9$r#F;2=EfChW!FE)MKPHZ%vEMP#v|Ija^m2?g*7!^MW_ zDHJ5tET8Bjs`@1e&Z!{=J!XrP8h9ZjxId0BINML-NWM@d_W`^JI@jIbR$8_9&)=0R zUdmcL#gSm`w+~;J^&#JAzoWmv%lL+~>v??2);v;Ey8}hOowbj^a|4RJJ8K8wSteDP z&c9pajL)h!mOvF=#s8`WVwO{F|3tF>iQpAX;@;8+iZqMohVkI{VbapqbGWVawZFFF zTl?^X8fj{-lojJpo>)JA$as_gc;O+%I|yS%%9H2i!yg%u#7zFH#Gmn3{H-`3iaGM& z?*u9Qzia$o=oS3sDL>!x07zCd97og||YybcN literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages$compress$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages$compress$1.class new file mode 100644 index 0000000000000000000000000000000000000000..3f356f66c207271bbc16ed37fb0ecdf5a4376637 GIT binary patch literal 2275 zcmcgt-&0#f6#g~=0wHYywf2V=DzQS^=0g2ZH9*C*w9$kz#=#MumawJ^_wHrxZZhqY zefF=>8LKlsI6nL4KjirB4b*68d604D?(W$=XV2OF?m6H7{^u{h0$9d|z}Hd-`*GY3 zWLp_$gI1iVVAqC$dhC?3IyS)rZC#u^sm9SkqO4zPxXkf0(P!`x_`5B47&Y)tTMkT@W=lhb?N3QU$ZZ1D=X=pM%*K9 zeU5FMa;QoHZ{o@rGME;aojV!d0xscd9z%FbV91|JVEdHM)PH?}@pKw0Uy%YcC!J8> zj5ghPUo|`SK$%^EYjcBzJ3qK2P^`yEJJ?fhCz0CNKpGRflnHFG-U&mw6Dn5h?90qz z=PhY9!our>u7DdD@$lXh7^Vjmvgm3B1X%E^i`l1XHD4KIjsCpO;k~p@Pm>vQ_(0&> z<7*{lg247@C0MPkdM>Wl8($^bsYAA@Z1pfCi-tj+lzeh=4uW35>-aE_+xSQzSL{J1 zFnRQo`*<=Fbv^TCd`BJ^`(7Y7XC9}F$kJH)FI1wN~Ui~|Jm|FkVZpcJNijU4e%nCJQR8kG4CH4a6 z?wM8?TW$P<@hE04=bLdSX{j~s!(Tjfx;YRK3(Tz{0yM%loc2KOa2&-LFae*K94CDJ z(+WN%*=N`;;WEejl$JSqpvOzspJAqS<7dqNz^T9k_A@;dig=qd8l|p8DqX`n+*+fY z!5f&w9Oh~5UEb$`e2{7HvRo?th+9+dK7EE;lx9R$lzzkeKjGu=Y0?XGzGwbC%rq)I zxxi<%@MDSN=WID<1+G&VLY@5-x824)tl?tn0Jwlgs%5reol*t`JmlD-lqWpnmJ4UL zS)VwIbKA()Fwy%k$(hBlMb2UrQ|as#i&rgP!+FajzF-+vI#=7609p>|F_gW%IIZN=#9}4;&d9T8a(C7!wO*LoEZfO-a`BA}^M99qrmc zniA5cv`N!P+J=Voku;r2+72IRCI%+Vv<{i+hkVYT(}Di(?pn675@?NP_TF>Po_p?j zpS$|}-Y5SAun&I`7|_ksq;2O@dfu>HCzZ2HMrzzCq>Kx$VL7I4rTR?AwM!R!?BZ0( za3m`0mUP$1UrZh@*~N_RxC8xsK@N@zA<(rFo+?5D)m^4#y88vf&FPkt0-@%XlQC35 zjUo(9Kv;azF+{N{0tGP=x)Y`&a6Ge;vzP1BNzQr09q>d*3uw8(3IZ=TS3JwJW6JRj zmFiA+OS@(={ijN%Yh-LtzSiEyONSr!;jb7$$9T4cdFPZP(^8s zLJSERX7y+YU1r({IF;@G|7Xp^EZgZv|JR}vVl%UYX*gYQ1?rYZMGQ^YB8C0BK+E!= zGA*}6tD89|l`exvT@^`z4Gi?2V}r*|45bHppUa-e9`7AE)O$!^U2_Fb#;^_Bqj(a{ z0yV)wgPvTHU8}$vccNsUKV}`)&BAoa5Ln;5TwJNx4zx$nhNlE}Kir)Q3DupGnc>LO zI%tZ5q0bmgYLUSH%8q)Z6lL9sVHds;#ZElU^v@(aV)&+S+i!X6oiTjdU+?95BuOd6 zNDN)rC+*MTwP8M-j(ZtJgWE%yLxTd=3gnv4vHzh`#PAHdqpXt$>6N90M+N=6r;^zp z#Yid+3v7{E+K%BXdCGJr28|b{&5|)b-xLJStVH3Z5-+cv(oua#O9hVztO{aL)*uxb zmhALEcBp%xr&nP0yz#sO6~h3IMbMAq0#A5{c;z)+C>VLYkY!OadN1URDH&!e=(bc& zFBFjz@o9eY0Nmwe%Z9$v}Wu{uFq5Zrm|-=3_TF_Y@DW*57PN$6j_`Sh!zUP zpfL#SEtg@>0YO846lbs;u8|GeD9srCMv)zxh@uB9I3oUFpJ>s*Ku9il#t-Y1zl|=;>F!}YCoh94*nTz^^-04=%d{utxH>P90&g!a z^#PZD!=13l`*dr(U^u)5*pt&!or^3J2)78cWaH4qDWd}U=py>yVzjtf1uS})xLMx6 zI%Al@`6#Awp{5!PuJtmw78DL-kW}BVW3PXS#+=X{sy5E(tX&{vEjRK;NyW>IQ}W=KP7iflx9dCs93frA9XzJSeETe7oaoyFK!%A@`#FG^{2s!Y=Ats5x zV9FJnj55yTxHorse^jYgyl3umREcX*MXTbhMCFoiJnSleYVv740*TkSF}{ZHw7XZd z`nk)yln!yQrmi}!G$j@`_7lXBBfiw!+5Z0>W>fOIqH%Ke&VuN2%8qwM`Zc~}Zmt1^V8~s|`&SEIT zU|I68e|+gjl4&?kO)^=+ehk%Qc)1^#E{++cA$ir6mpGe!<)mIRmhO7@sK&u**4?6!wq{JnT#h!MDftl3p}iqqKx9mbNUT)KkzMeyXtW zX6@-x&NysJi4p;elNH#<58Aft@cVDd&u53%BZVJj(vo%ZdyG(oFzYMFx4GKS_X_7| z>n%iD8)vclA6zN8#!=D$7w`_p4L%jtpoS~bd)#Pl#QFHVQk>hLrzH{Ravcq*JZsEKC;@Khmp5wdFTJA|VsHnfsJ9$Bk=SY zPWNfur6eBVJW)i1VRY@;pOa z75RUG=kPp3V>jO7InPs~F3K^6EsV-P@V$a{_#2l7t+tt<8t=LTI9TbR7z@m)xXNI4}UK}yVvMG4{&6j0=e zlGQdclBrm`Da>frWE6I_GSY0Hr3{Y{#41ux;f3J%=0M)4r2Ygy02a>og^mX2FFKWb zE|oRj7I5&+yNw^oyj-lb7VH;v?2m&}Pji;-EZN%j0jk2++dhTz4yr=e+vcG3OHp?4 zc~@e>ex6I=qX?9;Ub0xScv3Waf%AM^EGgX4P~ zWyJiM^Gl@u3FG3YqX?z(S{kpX8INyp#?RA?i(igHIQSLb97Usp8VA325Owey2UQNL z9mE~fI;it7!wyCqjC$~CZ~U!;wGQ$QCLFx#;EIR5dt%|%Ttu$gAAh*RA)U?$aC`1!r43?SlX`8NL+k5wR?rt*h zNq&q!Kxaf}{NVUif0VPndaOtLVIEn5Y@@U!Fw@wTJsE`3 zbb?#kyQ=M~>C`gYEpH&U1S*Xq0$f$w-A+?Exg(vV1M$7U>?=>Bm96YKT7_AH^CK1Q z6;QGKjX)s`qgEdQfyqckM5W0-p`*p5M@J<+)l4V2BoY{ViV3@Ifv=^mc(f~hv@0I% z3em1SL%Z_I{k?#;KyF1F?bZb1g~sr1vHB8J2XCsnxGC`0{~2-R(h!d~kfhbM^ej1d zUt6D3jUk4q7V$35jw6Fvf%%1_F)iXW-YZ}P=LAOljs)%waX*8{7MMu8q4LZVm^*5B z0>`xJ#e1sNwfoBK2%KLyOwh%{Ljt8noOFU+<+c;4jSZwRu}c|mgPYwjl-r>qGw1)y zEOy?KRyh)^8@eJcBIlvKBrr-3DkQn;MFd##qs!SxDQnLjt`38FoX1BgABR=_^7usH zhnMprWqV-zr6X9culritXf*F8+NpzzQr+s~$4VIn4VK)aiFg?BBHqTQ1zf>r0{K!O zE`jN%7d%i4Gf~f1w~TLCtHqvISbsAQ(yB)~th`Q5$>S=s=DFvAd0mTllrQdaTZWr5 z(f;=D_(ov7r8`EtZbJRcw_Uyrk*b@XwwlxH|7HzS>c!dHGLezuqw<_tv2Kh?YN52m zUEugN(+*>+jeijC$IRhEEAA$3wV{3ZQwL5r4+X>$b83X(-C$ggaCqDiapZ`RYewY(|^JigZ zQRU9b16p`lru>F~o*97)R7TKXJHusHa19$cl{x@UqM6Pz({Pho21VSWY*Q-`o(ao= zWB15QOyc-GWb2sff0$;^V$>pUF@~A6_lCur7H{E%WdfhH470)`uBPkO>iB|7@ns$B I_^OWD6Zo5s9RL6T literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp.class new file mode 100644 index 0000000000000000000000000000000000000000..cb91af6576c7f63a4ec9c7681ad0214b56519601 GIT binary patch literal 5468 zcmb_g`*##~75{wqHIro_o8^@av`Hl;FJJ-|TM1A?2xVatkOUA=aIzVaA+s~-&Llw9 zf?DxatF0DG)wZ?@t)gO2d7N^Nrt};=r$6`4@f1JbnaO4Y8$f___WQWG-}}Aadq4Lv zeD=l1{{*lJe;3%Po7$M;jA;6ZVSBDta7u{^;}(lcz=bZl*h>3UA-RF6{}FBz^R z4R|HpGe%A|Z!bB;L9=MMo?aYRAOto(j64NVfy74BHoeUPkG1B<9M3ZCliDz^^LUSz zvw4;6b+zpmSdn*1BieDp8!G9h?P|JhJD%=QKUeE_y#5Kx>Jq4t=Y0KCr~;1%BDLd_ zMa{H5qh#wArFtbwFbl4Nq`>0Bs8JXTMeNZ_deI=GKuc@>xIU?CmTr$|yN8Y&1+S}u zLaUhe2vtiVh51R$!vcY5tK7$tP9lanfrh!?l!A(dHHcu5K+GF8U4eZ5Vaz$(J+wt? z#PG`Q5?J2aHn%ncY9aKv!0Fbiiujn(+yE3>cdlDvD4*{;P%=GZARu=g3QRQNnU&r`8DGN@VKWDAub=I^#ya+=6fl* zarN{o_7SY)uc~zO-4IH6>O+=6x9od#PHvv|S@T*2j|;?khhYhbTnbHiq6UrlQuGXi zU%;tu(FcqDd)dp6ia4H3Qh}9>aVC-p%M-}l>FX3)(Iypb7ibHkwE`*(+Avlt!giOZ zV3oiU;=5<}-rf5KbN#(X2lfr@>FwXvyG>vbk$y+$rmzND606ZEP#a#f*VjvmTPLu< z8!b5}cH7%^)0!w5Obk^LfDG@aus(?|<0}H|@9oN&FzGJ%$x7b#3^Rje=#xf>KzCMV z6*y4cS@#uybH}*UeFM6Z_$oFsRppyIQ`j6B|5<;(HihnBzm@w#&9sy_l)^UjN(XJH z#i#MM#}6bXQfDx~ZLfg+@CyGw2_l6Z$R(LOchYUXr_1?9L0;gQYJRyN>nZ3LctXC? zagE@S2TX5tukrkZSu%#F-6e43VIDkN<2zHPbkrVvO+Jveofm>trXB@@%+$I5fx+(n zo?e0Zv+`03`*ENK`|x#v#+d-fS(Y)PTLY|?M(@djF)nea;E;e;&@HRUbDCOYgcgmK zrXk}PTY{z*)1Gw3xIe+yH+{21=1l2?<4iG2@8z?e#`hQ)`&@d!C;iEp`%)EzmS=sq$lPt3xy<56l!M z0i}65Z%wxmbDUK$CXk*ncu>X^6ln?{OEwGTS}Im>#`%WPyLCEMt@VIeT6Q7{i6UAf zCGTz?Hje3jCjL)#{664CbLX7gor$>Z(LQk;&&wxHGA=wPfaC2IAOtCs?yNl9TJ9A$ zi8d842sF?5FbDuGILd~lpnKc(g6xbHd`DnuQ6Dn`vP=+M`JF18xHl@RMkuAv@J5~C z9lAYi87|udXKZ4;N-tSqt62vJPmLQ@*bi6mhn-Vp-3vwZFvJJgpmnA2B2FjqU7V>+ z;CljV?h3;hON7>w$A6GvFYyvBJ*vBW^Dv7fJKmf?eUPK>Y~2<7IEAzLQ4&AFPuU4D zk?Iz$RJFD;BdL1H=#@P8?7yd9%mVcaej)qsU$OymyiwV^*G)$|EwA%)LT4_C6epup zKOzSq2X;k*fg3q#${mYcWO%I*v8gj#lacy}|C>4!EY)~2l8z+9t(?;H{9U@Kf`N4Z zPiinN;H2I>tJY7QSr_RPTWd3kbfh8D8NK;#BBsXD@tv#ED)%+(66qx8d7M+6=dVkp z7c{7uSSHe$?yTK$^V}Amh@|Uw)}%A?{Eko0Mt3euFXWn{Rh6oRWI^&GUxb=o+z_i5 zolACndM?U?OG&NgT5z4^xXTA-YbpxQ*=K1Z> zKT#YqN`tZ!m))qt`nO*%nQ|Wzn{Ss@{vwNuXukL~dwU$|Jy#1`{`nvq|NwB{eVOK?^= z*KlTnC(oa_+r~MBT*2ahkQTuOj`Car=WvnhB>^wzrQGpUDF1z~ z6~={sK^^LmC8HFtkw$+a-u@95U*=*)CPJC1fFYDwsVOrrmhmMN6ltT*H9Y@$Hueb` z&!agTn?mCTC98ad6`AH2&m)sn4*KiiD_C(6wKvdsuss{QhL(VC zyd($ylL{{3Z&#KaPj^UFuVYhtN0!oQi!E7Y^%eAFmE~9PTvmxu{8j8am{l*}$*g)= z%6o2;9DAnF*Dn`arm#Ej3(F=*+YqO$`112mViysMuD*(a4{`AF4IDn0`Q|lz>tDP( ziVrxx4YlnH<|Nv&@fKF1MnOcuZlR!0fki4Cuttu+Q%5-6q622L_>9v`(cm;`wlLoA&`JO1Uq9no0_6q%?}pB=rT{3fqBC6S zT(pVC8f~N= z$I(WpO5aAXybSusxR(H39OJbz0;I>~JPlW;4A&K;&4R1&Uo$sE>%c~WS`wmonzIb0 z+8~r}Aabzd8eEC`Kui!lwV^4{7=kh`fn-^iszZB7IVoReprM>Jwv9WW+~*5>Z9{FBTDv z71^exY_Ar)Mh6SunSQpBo{ixz95Xy3?ei{O*~mSJu0Zg6_$zm(dF)q2&aV$6n#1ck zoXZhyZ*a!>9Nxrl4@0>49e#fp%UvvW@sprIoitX(Cb+Gvi<2j{I66wC^;1ok2q)W5N)HcWEeHBiYhX}X&w~i; z)@fzD$GGd1kv8b`qCgoZ6C-p`iw)0qg=2?dbfojh60-Hu8eyT{5j_!TVcNmHy^d_T zYN}f2an~ErE}>FCCct&M*KIeX6Z^smc0k_}7GHZ9C2i%#*)mLCTd{5QY9m4PbW5A8e<2&3?f>yWEljPiivOb^gj4w*H zh<9;*8W}7SmRF7kw1~5KuYd`>Pnhr6^dVaJo4CinjAE%W#rnZ;Ir-bibT@q=T2e#ic zg6(kI_t<*9@i0+N4q8cdw+|n;NFCI<)gE7iqj(qbHa;uhDn2LVOMSEm^Uv>hs0n7G zo^NXzKX8+#L(g#I%{)%q9oNFff9WQ9TqhKVp9N0pTD&iPQ;%Ch?}$YCyMN#Z!gN!$ zjd0zB`E%cN`9+9iXnM*jR&W2EGn`QW)ZQ0~h$KHIFPRlXV`Ng(!ZPfHlQ&FD$5t8t z5FEsu!G&hrO@lt#lVjEwDsQm>- C?25|( literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory.class new file mode 100644 index 0000000000000000000000000000000000000000..885dce2cdffbb505d229efb2ca38be435e19d4cb GIT binary patch literal 3432 zcmb_e-*Xe!75?r@)=IL#vKxpONTM`Ku?^1Jq-hh&kT}K!1zC1212LqeYxzcAd$sHA zt_-A|mM3QN(CJ&JJayWKrqh|sq-hDAGLyRWt&_hg^t-!~z&~i*CYsT`=bk-#?m6c> zKla~W{rw97r}3dc*|N=b&uf@gL%LyL);(XED}iIm8=-Uq+jGtHb`X00&1tW>;mbg= zYN2n1vT?I`dDU}d`?(GwF!@c?=|~8qCT-Ua&j=)jhA-vNgH#qt=mN=b)eZzMRKCd- z+bk{#r0Z?31b#8Jr{*XwW)M4WPL-!roGO*s%f21TTFfq8sjOL>me~qz$E+}1rOLV& zI<~9A>5=Qoz?}A65-lra087L13y$SB%(>+?Sr2KrlmNipU(3BK_)v3 zs^x?N1H1Dfha)(u>^vqgygQw2H}n~AyB?V3E_or;@vOk%h770Y7UnK4ma8-G)h^cN zXR2ps&I&v=vw!5x64JrY0s~H1&ZLRc_#f$ zIV+nSaAY(i;t>$}ozYZd$XW3jx2VB5Qh6&-=tQdP%#MD~VDg1W13*A8c546G-NpU* ztk7{;Apa=f@wm{jM64$395S4i3QS!Al+BR(u|R*vpjjDOD^_T+xoXYL1RI{F7NHjQ zKCw>z4O^X9kJ`$(z)!bsjbyb!E&itySuL++w{As8wdH%GQ@+p^(9-|9tqpG7I;D+? zH#2GN!S7Saw3bi2eKMasqK);OO661Bb?#~InNzuZ_DFglIiQW@#(K{``1KonL(3m{ z@W<3aWdb|FnLSb6Z$qZ5^sLa;@r3zD4C9;`C1`AFxyL_dnBq_T?6GC=(mH$g(S;TP zZOXE{X$LmP+|;Ad$2^(#R;abF!r@W90b7j|+{a(7@rJ-@$;PFGcjqT^#xtefQD7G-4$0!HA`v znMnN&FHEGPH~vIb_?cSxQ}-X{f7+nL@W=^+T2I`?NkbpK3)9e#-Nnm>o}}8(@xvt} z{Rg~gq(4=9UOuf>a|^Fk6>)M4rAnm4NRceqW8+R{C|`xjhO$*G{Z z&UJu~RgSwb_@SYGgSf#}gNK{k-=WI)Xx~q+B2k7_#&Q{TtZ;`c<9#%)LIhZaeHDEH fvH{it^aMx+=nb$QU^YNCz+6PnN2?Pc7ohnc1azJ@ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$compressPromptIntoTLDR$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$compressPromptIntoTLDR$1.class new file mode 100644 index 0000000000000000000000000000000000000000..dfc889ac5dc9ef002d040e5c8c1aed367d95fb54 GIT binary patch literal 1954 zcmcIkTW?cG5dPLNHgOCjX$iLmC^3*2I2$g#P$z-Z0dXXA5r*)Pr;W3iO^$b?vwJM^ z#!qS`XeE$PpZlW_Gd7n%l16I8!_Ll`oiq1u{(blQEr40v7I>_TTyw51Ra@KOWy_^n zuJ}ai=RsRzkLcb24?3S=?vtS3bb2tS^KUIYDEQA6A(`YPVE?? z(LP!Wq?HU%##e|jbUYnPrz0@7eG2s05|~jY;^IX8;zV4Wh>8<^Do(Vc=M90vjIk!n z38=}&UdmkCrY4(OCf!2VUUxZqW%GFt+Q~bTjko+O7zkn{2GA zu9AteZFzrrRkuQIYO6?~(r{^8uIjLyDr3D=*1FIGnwR&oBvH$WChSc7mzoQ#Nm>O$ zeU=c2Mz^{uV*(Yf_gR5`WL77HoVbkhm}KeHzzc$%z{#zk-aNoXT?f?zv%(W> z=k`+XzkYq7Qq|G4biYt5$JXk!o+wY15jb?qwi4%!<=y(s(Xf@8E=ybbwqf_jJ{Vox z;t7r8 z3H(4`q|`GddfYfp(yup&&*3{Vc&ew(CU4PS>|~rxo~u@0qB?rv#Vas(L{$I5rN40H z4^rqm8S5*5ax#vq6t}=l(kRgVBi-|Kiqs{XAtsOCiI(V#y#Pm1Cz|KhV}ZCFiWCEI zhq!&j7d(;uON0arqO?RWLrls{4tN~IA&+5Pqo{vc!a$6lWBd~1S6q+r8)`9T-UBS1 BIimmo literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy.class new file mode 100644 index 0000000000000000000000000000000000000000..559f7db1efb7f586a7e336ec0d0ab0acaab34712 GIT binary patch literal 9632 zcmeHMdwdkvb^h+|YG*aOl9rXg4A^)vYlL22Nd{p{*tHNMEC@j)0R{)iXm=2c_95@= z$|h|Sl7^;@+q8ML#fjS{aqKj1TE}rPk33|WCaLT6-8|j&-KOvNyS4h=d1zPC3dttP zuYXjqGk5OXd+s^+ob#P??!55wmCpdUM|246(9`kBe10OXPZ+tP8BgX5Mm%L^;>N>8 zBWI@bx%i&6SGtBrvKF3B$FH-cr7JEX4ykzE? zZzBgg+UBI0Dp1B^JWF0FOnkq6@4I(7CU=v7vlnB7Vjwju-TF&W!81 zT)t=tX~u_3nT$T3F(})n>kZ2n^rw0 z_jSItEUT;7h+$6UbEZKhETM)&H{uAf>f0XcQqU++Lme6!0g(t{HP+Ok2{(Dq(e(xN z>bta3&tJ|0`)sFQr*g^lL<0gxDN_`PEcTudZovl0+N}aDi=8i>D;8*->7*H_Q8~?h z1euLAx(TB=aA4%Xp|Qm9;K|WLqX!3vcMa|mXxdW6;zQVkn2OtQyFi1p5YY7;*nn~v3=u~kBx&$^?V}G$kVcaROWeG#d=-Kg<9_x-d4U+9D zGw1-6v>My*cb3wblu;nyI2&vMPzc-5qr!vj4Sw7eMvuU4<*1R)P3I?#_>i^IexsGbjog?%L&^v@7?3a{>1)_6UkjXHske|^&Ju}MaXAC}^G^XTg3JwdzlhjtUn2$C~1j`!D(Q)GxQ>19K zt*qwgLzFr?Ct?8iFMtil{A@ftrs4=55KuFjtdoHV^v=b5OKDCHwh{%>KiXn4pIRae zoGf*3wf$DMx|wyw(lI^OA$jgtI;~rRT8spO*1L=$H;5{7ZDmgW1<8^?9Ve8tCjlkq zhJp=q`mLI1DIfrEl&F+99qT+ownu1g>4K4Rav>Vpi836$;{CH>qHG_FvcVSGz~kS( z1(wYhm?SLZVI^}~4hL{tz}-@b8jPDpA*W|5qNajL8fWsfk(?a16SsqUK_|c(1%c)& z{<9cGr5R_DQ;|WQ*ip=+3a%ysc#t79Yh(%CTgDv)Z)NR4_+|x^=eDhxw{pVirzAg!w*_$yKjf}%apt~P@OHYwY26%V znPt^T$3plK{Adu5;2o@ya_kP_#}Shq?-aOw!DeLVR|K)qvu4rADtI?(>8aEL2y)So zYrGdf5yW}?BsEo*&KCOu?dST-D0m+O#P!F-4w*(l!D9k#918qk8xZ~}6fz(OZ?Vsd#v2tR|LmFdX`7>GY8q`E`bR4A+L zrwom&t1eGuslK?ya?%cvr_u#x6$M$_E*B@S8=YcZ6rZG|Q#gu>F@yG`>GaX%?3ign zc|&>5;)pZH84=2rWUkK=B4G=$k|@6n_k;=4f|jzCg)6q(Ixrz;3uP4ODW@gZU1ENQ z!n&Ydo-rAPX=A??NLafbW5u!3;=~1#PJz3t+N~ppJkg<{R6@(G7`WS2?#Fc zRVEmYH`tNQRPX}hLSlGytbcf5km=~0c9)*RDDfh`REuB5uL-oeYdCa^3<2>mUgq<< zQ#TpAeuEV()6uM6NWZ~ICU( zGdfDWgz%@b2Kf{G8P!vbBU>-7h6A`Fuqs(FnBhySb^1g2OPM6R7JtP`f`PL?!_yM2 z68qeQD-gx9VBzQ9a?AbE+rcWy7P&Ci~){luz4-#dOAg~ud!+Mnw`qE5BhxpPuRP+J?vZO>8$DYhyA=Oya#x% z?GA<2b%BU4;^_=^2KQWh;y%vsgzNU+9Ikiz8#;sTtUcG>YQGQf-5Opsk6tJoDbrbk zy6@UY{5MG%Sy@r?Md3NSAkE`xm3^4V*ni}7K4UmF95;72k6nj!vp8Hv>N?psmL`#+ zo}Hq_4xBFKCJknXK^v1gShlgq+U0s(B~q>QATZ_-Rm3WR;Txi~NCZVR3hcdMnsZyA zh}8m#8=_aa>x!W6nq6`Z7%rtUMQDrBQ=RWq$;N`?^c9o^r5P+f+$y3hL7p|*}j-PUfkE!q`bZk{XjtFag^ z&>cNl##Je#>V%(U`Fv;oSX?yEb*VcXjo4cWzU= z@7~6T?%wXMp0Z%pKB=wW1?kAx_RdWfE96MsPA(-Y?cHkYpvvGikWbO)8ix2~X}FXf zHwt629A%^&%JZ!0FeAErb~`Fzpj*TE_K zRMzxuWMubAUUUTp_&r)_pfk(k>6r5tG!Ve{w#q9`G^eXVNpI4x5mitxlPL$ut=B(U;>NBnV zZ{>PB(2C<|!#LWxWC!x-#+%vq4&L9%{&(^BZnRoD+CzqpV*`IDxD6+{*(cfZa_((- zJ=RE$@ECMHdpKK1k}W^(#xbNgs|Ii5de%5$>ou}SuXP?rlde7|aGD!LeR^~*E;ap) zw#b=Fm}-v{c-4H7B5!TIHQpY-R&x;#U&I?{aIRPJ_5?JgxArRD!hQaM8JzD`y*)v# z_A-8$hp-_nbQwP;Z~+@->s{=s)9RkbdoIj=OH;MF%lIh|jyyU04NaY4qSsqrNju=} zsnr5DAyrcyLYrhu5(;X;8N9zYZ3qDD!l)Z{pW0BJ8Z_#|3(tZUW zkyi8b7x6S8J;Sz!`%yDXd#ZDl_bAo*D9wVmbMmL)Ja3Nxw3#RxstvP8KEhq&mw3v6 zmiySW^uC);(uiHqu$y1EzC;`NGSB(Gf&$wn`%0|v&*Q6jiub2^zl5*hGTWa)f={D- z+J&$4R9*V*3pCOD5h3pzP)AC4;u%^(kXrA-C-5xoQ?@=y8C9;e7tir+0GqL&RG%ed zPth(ev#*XD!Mq(;>GvPNP52b)$wYfAKFznaJfz#s^`GS!4Kw&G`~2iH#rE^4=bQDo z#<>dne~JH2kSa~ZMiZ-L+pO$+kTX11-{e)k!Co!WFjPF6mCB4C&auG}yi=$i0FE(@%aAIlti{SLjx z*2wRXUh5V7k+h9JuR`t)x82>>HDN-8zCtLC_h5w@dqykd-Z%3yo{12@_>NJIyrB1EZ6}A|R#1=mF z^01c$sAzyDns~3{eGTvRyszawMEfG>@^7tJhxd#1{#v|;_nY~?g}okei)dvO`2Upa z|76P5MirSfidobMJOFP(h=lMYgje`@7c~jt7s>+=rU;1I2e8(JY6{gvjS0Vrpw&KZ z;)IFMS#8t0UNsRi5jI88#3~aLCLT0J$P{&^s5eD}DZ*AHtEcB};O|yzfv9LFGf`S& VKYv?^gS}4cL-?@M`UCvo{{l8~7R~?w literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/ModeratedMessage.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/ModeratedMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..2da80a29adbcb38e83fb1252cea4980a73fb88bb GIT binary patch literal 3294 zcmb_d-BTM?6#w1L*Rljy!e>KiX`vQK+NHEwE6@tHmDE5hR4T=fUXm4-B)c(pVcK!V z=~G{PchpB893Obl8T&DH#zFe#ALC!(IG&qbk~E~PjLsx`&%Jxj@0{~HXV3lP@29^3 zn8GTmu9=-Pg&?&E7=ymSx44n# z_L^~hb;HcK5d;{*la_6{7a3-U(|f?hl2a(UM!_>Se2|Iy_tK~DiJUH&Vl(efj4Uw> zrk&E7v0=KaC2rZm;I{3!+$AMp%scMGPj+?h^V`HmeShj1HY@Rn# zwp${5Dv4ZV85S6~ljDQQ}Wq zGhM$l49AB@Dkv`~A47+^JTdOAgd`{uCQgaf)H63S`+^PR=wuyvvTA;qFzQ zah=k=2n>dv0?(P=@h!_;CrP-RMiIj|wV$GoGH1H$PIi{t*}N%+(vFkcEH?N)Yw~!` z@aDau*+6}zM!!Prz6>t&e16e#&50<^U|ho(&bEbdj$ygl691*V4cM2S-iXn#K2Mce z=Yr_Tn&r`wisAy^lB0#b-od(I+o*dYn9^`jYKKeZ>B_)Tv@t*5$BVw1 zw&-k@GUioF0w3}*mKsE(&p3`N+!8N(pTD55LZQy5@*^fMP0Dwfc41m0w8rGMSa+t; zo@P2(+$N1>T4kH`C1Ooa(3Xs~({uDOI!6-^(KDKSi1^R+TEPlEC2SO5;Ukg1TQC4A=YACDFU0a1;p)4nokMWw! z$wTu<@2-&ET_L^OC%u-W{RPmQa1z4=CY_!ommymF`-5M83ssgO-5>JB_}pkB`3R$) z?@vfA2&Gx}P6A1vc)7|7wn|g_$DiU&pc<`5Tx)~!F*&mRFfI{_LMRfU=Mg3+`}Cvh z673N#-I?s$rdM9_-K3_X4R2$*?6$`TW|+ZcdM9%#(kh8OKbrUfq2PAncPQT>6xdGe zK$(*slJtLq+47ADAk3Cgvz86 z(K{u^7b3Ny-;Ud^eJYG0-pg?+F09n50>-d)&M$eCbCpGLo{Nm<9n0-alFtwvNhR$G zgTJ%eW!PAZZVl%{TOV}Mnk^Bc!mzfJEarA>Aysy`+g(N(x2hG!mWiyvqye>T9st(W4?2ucTwFzZoejhoUQuBuZN;O@5Nw z2K(?x`)fJKihyK!M5V(S<;s&r_!UcE=;~pUq9Xu4wkR&oDU@roerpytuub`xdberd nN)LXFdW_W=4cwuOyD`>quLovuAI%;DgPOs*!2^S`apl8bl^L>` literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/engine/UnexpectedDoubleInitializationException.class b/tools/llm-bot/ai/koog/agents/core/engine/UnexpectedDoubleInitializationException.class new file mode 100644 index 0000000000000000000000000000000000000000..84c9a75bf40064eb32e3707295ba3845c753c1f6 GIT binary patch literal 764 zcmbtR&rcIU6#izn-L8d7siMUnuy_I!UEm6sh-k7&^bY@B8seg+n zubxain1-W&l<^Iq<)9}I^L~8qn|W{E_v7cc?*R7jh+&`0c%XG2^IRxv;#7}BEL1L) zh~FzQJ{74I*?}&P3Xv#jB`@ShZlzW)$Ei4VK@E&y^@N}CxZo;}lcEqgFS?dnagF3N z1iO-+c*fwbZ}b>;XAL4(n7thhg)uY{!I3={(NJbtAtL=D5@V5;u4{-I!_sAAU4Z}g_|Npteu-F-BTSyhZ7M5q+a>BgfnNQpFoMFy@fei>B zOP6g@lx;D@(@C@LwY}L1{ct*IPbb^KCOh#Cz5Uwxr=Sx0&C2=bpz5w|Gpt?v;9nO@ z6RiB6>R*JpOL3n#aTywaL@`eXmR9saX9O>FNb@)4@JNi_aZ;P1)zK+0dVC~Zeg)RM zx*VnAm2`~dx23XjD0(+4xSi*_G@LBn9# L;GRL%xb*%nJs-r= literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironment.class b/tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironment.class new file mode 100644 index 0000000000000000000000000000000000000000..cd0778e0e4a4a8a7b4ba347599fcb8747736ab94 GIT binary patch literal 1560 zcmbVMTTc@~6h1R8+dD2*kc%Rhs(`}Q#2{~tnN}Vf|ABwO z2jfprA52r;{87d;+ftNU4M{s^&N<(?&N=(*_m7_d@C23!~F5CY}_YcR`YUfFuRf53|>0wDrPe#nb;#dm~oC4pyig#cDp zj%yVhsq%%2P_Em)4r_@KR^W5ng`2WAK;XJb~}0-7FW5v#$A~T2oe)ONj+o z8y%X_@iS}8b@MCzLM|_!%JIbcMJ?IlMea0sNk`e@vhFGjvvPj!nS$`k)&W=hK65;2 zG0zh!s8w38>aNT7U5+KrUIr6NBN3JIc}@6g(-&w}C17_O6SQmRy)Qll?yl72w^#Co z-Rr*SuIK1Bocn-7$Dj?aScxfywa{uKghNR6LG%FxNCoAGj^?s>D?K9csnuMF(@`3y zW~&*;A2p`}USG91s#Ub3328R^ZnV|R(JWb?G3j_T9Zu71I2+0(&4DgwWJ538U!Jx< z8`O-fkC@SMnvLZQGmbRT()RS2*ebQo1ST0tc70iz6*ec{IJMtdc6oFI>|2THOHy@k2Q+G9Rib=10yg^ zAgtGcz})4~lhuqs290z<1cuM{YN?_y^=+r@F;&;ePHffjLs8{6eu<=m3$S{!N(3^e zwVTXmRj#=I4=ibW9{1N=CMCx{#)4BqX-%_=X@t1TDml6Gs?_o8v9x#APU6cpAh+j9AT3yR#}k z@(uZtq{^=QT(*YVOge2%)ZUK+ZcZvMwNg5g6;gQEkuB7Ux-1m4fC; zc??fmV5H}^)HDQcNnP_r*A9!W`J!t*Mc4XMJY>rZdi^>`MC*PJFRYkGum|Qo?6e+ePwn8 zCM#<#*^yx^O*8y?yQLbgKGm-hD6iS18Mc($PNX(zD2=hMi0zvtxf#;7R z^{ip8-SNAY^F(;Uc8NVNaH(@owU=f&sv~rtaN7XivDGI#2Kb(^_O%IAPIf)+K!Cga z$@juDyQ4f7Y(vJIGSMDO8=eRZt?Q*Gs*!t5p*sBs#(t+Hut@sZp_cq}e$kE#xJcU)%Ei0)+;h)8-{<%K`0M9i0NlX_!;q${ zTb7kmwH!Bvqh>9etK8htZOhCPM;%L!$(zIpYf30!3=Nywj;0!#nNw$1H+h!0ZiWEg z<=KMZ^Oj{WeBG70xc*rA&9-gjw}qPLjzjLL)1^Hsbw}fxVZ>5fmN0ZvdTkYiZgNMB zTP6_&P3V>x>rS0@GRE-x|LfF9Upc=2%6Xb+xxT~KWT0v86buo&dwwj@lx64CO)ge# zO*b7?GfhhrV|UbsoORuH#7U6l+w+<~h<7j~gM63a+R2zFDRnu`$j}t<#BP>v%akg(#h_*h zG9to?bjn`J^UlaBUnjVWbn51gwMFMgy4Z-6v7`p?ohe{OHc~Do3)qO5AGa~W&=?gP zx^sFA2vw_&cqOdT0M-Z^cnNF_J!K75L6ATgd4MCNv7vmEUm_9=PPftK2@~gi;nY_M&F%QsRhNo6&QoCW;tzHC>=u=XsKT;f_u+V<$fe znzggHbDFK?x#0G{#DYoFA=u~?xV18~73>q`X=!wVms zKBYr@kp>?3{)WI4bo3q|Fzg9?en5Sw;fp5-g*{6}dhJKle~Y>o2rTtJM^j0rb!H#! z!``C!_eJgF#Z_7XuF!Y0Zy(W~>-*>llU5HY`3e1QEQP(_AQ1LGlh=I*7~IFrXD@Jj zDKz{XcYdXZZak#58@|pzQ40luzX@S{3VIdXSCCZTAs($j`vh%1d`99e6wNR_T0sv4 z?Vr>BCG8sB4bj~SLb!{2bduC4#)^JE#yH}Xp8=#XL6ir#kV1mAxv@&JE;65`-AB?j zw6D>3*-eL9B2KSvaN@MlvjFWtD?Y-CMEZaeT@87MIFSh~qdxvFrrPNpR9OtmTcfv7|NH zl}HM04W*PqfpRV8TFNEmEgU#bLe3$koCD|Z#w$GV#v_mPg@gHKC0XlOcAav0B1f5- z{b%N%|MLC+{Nq3T^H;wHa2Rh1JYiV+oNdqQ#;lok9X(-ZOx;Z9tc;ybk)jVphvdvi ziFDSrl8y=?P;=GD8G6!4&+4bAubK&0ML-}pXr(Rph(MtAz_~Cg5!6rtRiMJXVmSg& z#@^$Z0|Glz#{8r`Y1_#O)5#`Xfzz#J*`@3mGpVOc$Dv}nPx?vQ(`PI{GjJg0>5!#P zddzZMp7GLumg8Vq`TQoHFcYSgGiOR_4IH5y%`rPOt6w$U>5O5e9ox0vnhGvY*vTXV&;!SCX)Hx=CPzup&g(n0MS+R(x2Qc{T$nZ|U|RB=#XXKBw+CSzQe(W;_L zU{6W+xb>`gI&<8-YjhfN)7v%m0F|uG}W)68&3$-mkugfQpJ-* zfF%WTZHCM4HA;BANvCTDFjx&8hl`4MnWZ?d;)4R}6~h@fuMy!)kQc%j!m(-`#V|!l zd*u2eZ+|R?F@h6v-ARFw_vnrH#0daVR{?ru(LR)VFKp`+RI6j$NIXBDyH)3s-OyCv&L(Md>O_?Jf-0R zp1#k>zIl)$la1~t>OR@&6hGT7#sGR>Lec9uzIm4gQ~ zAHZx4^Rj#y+!C{bgas*lY%&@g$)>l(YB5?mS;%y**T$=@TJ9@yTDk=UV^y)3Gfr;7 zN^8oU4Q?Kym)R`UV&(W_vhv;ag#^GA6!mgm8iCptS!m?Hio5E4ySyAnJF+IJoiQD^ z5V6IjyL~yolvcSoR6Il=yn2Ku)2`LewI$!-2Q`5gy#{Sj zsW>{JwKsJ)ZL+1D)BTEWu$63knl6

rgB0-HNVDm;5_MU9ByqbvJi+^z}u$weCax zz0Ez5zC&7fe{WxNPe*U0ufL>7gw0{CwZv(W|wMXaWySWYeydVkXR4 zj>S+OD!n*ZoDB0x#TQtN$#XoLnl>|&vNn^c!%i5N z&hll-uOIMBXU|&*m2I~W`Z)&*-e4=Ifo=F9+i-pXs>lkcMKviEa*5sRW$}1tCn#pqD8`i{^~~V+}9YsbO+-K z&fi%1V`Fd`XK(`+51d%UuDh6=;-M2u_{b8Txdr1MClZV3DNH1maCz!?(3W6L{T>bH zxt64>BvoSVf`Kep@*uA@O*t_>`QuP4dWcv!L|AEI;ytINts8XSD z=>2q|LRS%CcNFMe;dLKaodz0K@UWi{2;nAwDk@fJXy3}!i3=SD#Bh-1hmIV-pJ)Fvy6`ILukn%iIsx-DN^}#C;Fo-5 z{h9q=un&JlGyaDC_&d2tL|i5kas*M9Z8h)q5I&A;q+Q|O>v)z(iSchNpWrMjZ7Tjr zJjc~?^gLdmWPO;z0%t1-)u-?&&dO~6P61(Z^l7|E)cuH5g$VP*_s691ipgU+gwL%a zc@LM$e{_>V_q_58yejbwp7Im63cih>GA90?VE^|CmLUn8pwGTY7<}m>0#ST9ir1p} z3cku7UyI`F_{K##2j9f&7g6Ovb1>(i(m~KcwKx8jgBKlU0||!hjz75;kI%j~jq$>X)|0R{=>zQG91PjPYrC_E{pYC(| z>vQQov;X+_M}Gxy9KRA6Gws5X>n;?`1@wl`s z)B%hSUlbUebgK)68_)p~(1~3sXz0oy6;Rz7v<1{| zx}oYjN?`xwQ`s|vKJ+Vndz2{_Z7Fc1q2$(qK|{tDEU!q=JBNlh!sc!{to$gDCN&Xk zT_D9y5L*I6lzb}C6!Y9EOG-wr!0DmMz;ibX^QLEccEu`8l-<(OcwOCc)vYXhg-Re( z2xSKqpuu2ywS$t9(lIKKU&FDzU=q*M+MCRuvEEp*q&H=GX3@FsCUJ<^Cy2##7_Q90 z+J@IHv`%oaCNrMF7+y%>FpdZudb(xn(n)-VF;c2pG?c)}Pj9((xQOOOd@ha8;w1qy zngq|1`CHq7xvw(hSQ-T!7wFo|>jG`H=op;0uA4l#1l}F0nfmF^yYbD|C`Lj&O!rS2 zY`u+Rc5wEV^sGt}Ck6E4^z7V;>4{SU{hI&@r_&8zz^N1_a9W_VvF0SsW{}57n#q2S zSy*Bex(?5u!_m%IwDUr=!*Gk0+~r#WcmG#EM;)M!-zQJ_XYrE?jD*_Rj6g=AtULan z&*u35;~lnT@I-C1&6%6Q1$;?uns=h^xk1JW9NlMmJ@Kq-&wlIfi`OP*W3mBbZ+T@`c53fPxyZ;_PrOjZ#Bzm7&nsD zqC0=qbmq&JaVA0tWigy7t*WvjvTE0OuNB;2rr3A0?DwLObD@>P5-jj!Np zYXYweEJuMp%W)NTRf90DBMFr&0N1iCze@DiqA6*$d7i?&`ioCgRl)Qm7BaAKJ&i@! zsw%Jr1SckVrI=+Jx+98zZU3)PwOO@JsX5!0B{iW8Tr8`y(bJi@#uD%|C+HQ zt?5kxPfz)+Vyh{7g2T;h)pT98`r|u#*Q48G+97drB&!=*cdSbsYRV>zShwc4alh4# zgg=se{JTU<*NxOU!!S6~Hm2*EktNlBuG!cbNT2=WPSd%R(V-+my0b<%8@mEc{>V|I ziz5V(rkZeZU!}jiPx%1+@el$9#kqDPN5Sqf-RSYviL;-)uNK`+ZZBy;x-VGteKFI% zrkn6}TB$pxr;X;BwqTcaX2xgwE7qAUWVT24A1c^kv_Af0qF?!e$2+|xoJHfH#V&z!=kOC14`B{utaF53%Q$c#ZeWtT?K| zEAl%<+AQ=>)Qf+r3o@#8(sr!rmC7}%I;TDcR4}_GvwYF4+NvKi2iNPW74%OiZJG7V z($bW<9ExR%j$>6P%BGYS(=a{ju2f6bXrZoedO|^_tBF-cpts_T+&g-sQWS8Zv07ww>tUUpG>G#i0A);+@DAU zxRixJObSCLm=I!!+OLf(Hd55HUQx#uiWIsw9B8PhcfF#{Z50h+xWU#2)+^ezg`&Vl zEaYfZ<=hJGs0=+Yl08VbevHCpWi38Ee0o2?(UAuje~6dsi}X<>L0_b?2RkspNZU)# z?L#klduV=T*Ums`&9?&>#VfS+nuV2NlqZwQL+ltSd>$uAD@;cytOC1zckIpIApHT( zJVJ3YPat0mQ2d;OO%N@9m<8_ar=2HjcHT!#%E>j)i)~FZ)lk^?_Ey4yho>6~`ySq2 z_*7+CWba&;?8<{e zl}aJr_ZWRDBhDyoe@C+E4@fKW0d5@YG5QzP0;FGG>-0uD19gFc2Uy~ydsL-CLGMGX z`Ly_t@-}mh0ZN)@tWRtFWo#{P+L-`-DEnJF6M_{?REK(0dfa8JPQ*+3k>4X8yEpPT zXun0g>E6gAXj2O6D4!2e^_dDT`#q6E)!CE^kZ zi9w0yB=$=jkQkB}mdHzdS7KD+6^TiSDT!%`^AZ;%D!vjaVfnnVO%;N;h*;a=r9eef0&)|pwACdU!;;Nzx;sH^tEH{I z{DeOJ1^w85L95Tx(thlZ>eDm3n+vki=!eP7oSk!-_gv=WpMRhI0pKEjWEj?THE&rt zRm*WxIBLeSxysEo-L}jEQPeq};rbfSE?AZ^$DNWPCPf&Gp>0)L(^Nwy3! zaf+d*Dm`TwJf|7+lvn)9dWILh&^hfE0*^I{LG;L&J0p`#H+6A|0wG8%<;GbIN1);y z!{d6YNBz!zy&@9D9-NOr!8;872|b}D2Hf-?2&#&Sa_LLZO<9UzUqY6a3Yp<*9SL7Y zrc>1#3aYHTSHv&~cbR3f&dP8|Wutgsx~3hY3@!c_nSD`=d-M+&B1E6^iggqd9{Flj zP`TLmQo07&BuJT~R!cj@UkV>eos$fA0-|7N=mk*f(j;r`SxiN68Pg2Yf#$t#v6T;p z?Y@Q#Mm184wpAz!HR~AajJq5w=|+~@2?>CYqE8wLv}bo0((}=TS%$Oa`@e#|Fc!+s zgO$lMbdkfnYP_yyDSL%p;Oe+R-^fLaxEa9>e8kW!EZ=U1iQboSRDJJTRDRxlUibb9 zFIGtWZ7fNze9WNkz-~8A>CstyDowk?5cSfl?1pm{KwkkB^5bxY&wWkmYJrHYz5Lu! zRo4hWjc7_?t$|9UB7d0t0TlwmT3OfSZje@4stvcdHo7BQ8xiHOQWiR$S1Q4cfP+b(2q*3d`K~DY3Mb(TqjS*5wJGcx0|*$|Olq$Li=r zAFcM2)HA&JwbB}HI~GluCb!+jh*OsknYT)IhEM3yj!s|1Vu1LzG0PH;u(hJsL^wD@ zuTrB7F*Kl)o~aPck7)OZW`*W+$yoDKv?l*T`_DMua3Q&ggHLhfcf85)3M}Th6$mh6xi|iYtafQY;8tEsvF0D~qBf3dK zh{Q*53HzvW#OUGbz$m(ib`)c-K~dL?ZZczr_;xX47IP$4Vm0ey)#;hhADfqm^^^Kr zoA_iCcYmu`Ae(?F(m0H%%Jo6OYgnc;ay5$#Ss<^xSMjgxUAz&GiP%NDZoq*c%+|1u z2cc$sL8~u`^*j2m;32-Jd4hPe1QlOGLkjm&$fd9Xot9WlArE5-%s~O>5}F-oVoW2t! literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Failure.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Failure.class new file mode 100644 index 0000000000000000000000000000000000000000..d7d71143b04509d334e8acc48782a5b0db26fd97 GIT binary patch literal 3181 zcmb_eTXz#x6#mZSGLuOl(@>z4n@Xi=0!&*)E-6)7s7*}^wzXWU!f86R({kF6 zU@@HGwpnuB1(PpWjwj5bTeVEfS+T3GQz3~t#qU_tu3PS!v_!4!b&YVlT&r3t7{k{C z)4ufl`9dokkL-jgt$nrJU}1@`aI?&v1@p?>l2!C_Ee&@FU|>4%nH$V87%$?f2s47TCs#6GBv~*j+9)lY&+)CO2xDt&#F4SY~~$_DeR(9v5VXl7p-C`0JzGlyke0e zLw9o+8)R*!+XyUyBn%z9(Z&!;_sk@qVULao+8I*YGf5zheK9E5&k*(&ZNYHv-=4un z5m37Ng5{0-88ft}d$v3Db%tF^-|=WubSulQL+d^Ypy)2&Wf*TxbtAF=5Y+Ym6R)}8 zB)2i0$a{++A!F~Fx9)Jd77P#4uO0Aq&hky7;OKi^8$N-fctZw#oI&$kpI@qt;3lVo zg1x|cH1sfZZPu9Wthgo1^eyNFi`*OGMbE9?Rgq=bU*RRo7hkizMOq1uQxjqMruhH@ zlyS>jbmvF8GhenuSHX2lwdGt>p24{{NwyeH-(9v^sLwX(H<;R%!7wkEr)hjG~v}cypkQ%G-WPHL6qciBewp1bgxXfpE`W- z08#a{yp!8rJ%+xPiaWeWL_e{u7B{+P+<%@=%IBFO{i^SqichHi{KuEzf*a2e-+0we zm8f+coUA#XU9s}?>&Zf(HgO(&jSJcOp8E` zA=mYUSLMros}bm^8|Y{ z*`LwzBgqteN~5%kqJ+*<_9sLnvrXX_UzH?mJ~ zOeW^T_yi>z1SJE4Zq-wNbIUevmh{!!KaJ;wP*p`4)KQ(UYI!xB=#Z5nliRP9f+tF+%NtnLPH-5A0! zxo>cEfs7*HG^WTz#SE@RWeuyiPDVbxAkM literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Success.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Success.class new file mode 100644 index 0000000000000000000000000000000000000000..11e892f36a70c34bafd9083c533a01872c5bdaf4 GIT binary patch literal 3766 zcmbVPTT>KA6#jblHY_6y%T-Xkp)LzLph>(eV$^6@vZw)q7jm&#Mi_Q?hHTGL@g?!e zpI{|<%tI;WyY;p_ELUuj-fx>Fff|oNYSY+87ro{P~(;@3~t+w%U#Q% z^>xR+UawThv1H8)w+f9Q%Z^*IY-44uYFM^w)@)ue3bxcKtP-W7g`u;wY?jJ_{7qit zRg)MQj%PzwY=nF>Xbr+lh7RnL+xr>f?y@Bq&P4+6khP6cq-ZrQnXX@A4B6~pB+|D0F*Iif8_8lw z6UY_cbA}E=*%l_^DLK_u$EM(nhCfb`7bR!)0fTt=;)%3+cmDGoi|$>4!$(b)KvS9$ zHpHMwR|gi&`-ZJQurKIz zS^p$nV8aK4b8&$Us-Tn)Y!--RuQ_GY@MWopO5DB1ORiIUkivTm-Bn&Teex~KU8a?A zIkj7c@5ARaK$$Y#WoL1M+lv)b3=|!wTwl$HJPyuKh_Xd+_Q9$d!9E}2Z^Uey2UmEd zGGn=BUc(1Clg9fv+nU5VhGKM=NRUZEg%hJ(1_+g(b~POX;uEMKUY)IC&QGp|ahx3p{oveky$T);@3Db!%via{f%1oK7ia?-6-*J2b0MGj03Am7SF|HhJEBeYr^ zWvpxc;mNepqomg#dXro#D*f~pnl+l6y)B*gC5x`gZS~b7wP*cdPE}(%%PAwuDK!(% zC=+ZXcDXx~)Z@L%*%-}ZfE}P3h`ni{2vX6R#h|h^FZ2$tJy3a!AT#R@Zwy zl(Vss^@pcaRqiiY+5?h8&{k3^mK=B-tAY9=s&M1tNd*mq;5HsjC(G0yn`W#fo4a)h-8WsgU8`yq=!GRL zD!)scw?Ew>{xN7RTDEz;UR^M2v$8~GX*nfcnd3D}eh0*XH?bPm{ua~jX%d|e|i{SvR2IZ7iQt5_4X;?(tqmZby$RFEq2!{g;45CS~ zMDBO={Yr~XT?lk(K0~0(cl5{>r>NuLC`n3}!hrp|0Srf{4aXXm9eL9-=6U{hYua$U zVNDpsvnC2;s|9o^BJQ~|L9@(GS2#O=K)EwC{2as5Hy_PUMpq*lU5#XPZAnIMOVG9_ zMsLCioFq^g$J3-bLG%9o@o#^CD$`Tkp9q%yQ@NqxXBhEqSRuAJlxA65qYc-GDIqem zEmD+z{V(Z1A8cCf2eKuwIvfKgucE+=i-e*OO1DILhD&38`hjJM_6#508|!;QTYeC_ zh)t!7LBmx~ZFd07a19^Rp7d#zW*N{kxuKtth(8(n8_JJJ#GVYTLz$8qhUxbLMUN=8 z(0BjFcU&q{AiZryJf;4N4myFYUR6l#gxg5L8BF0i*&&0Rk`+Ediv-FvW{5R~d*Dg= z4o_i$&aYq8F;r+@K?zlwACS~dlKFHVu>z(Gm?>ZupV5rD0&d~mkl=CqL)M_7?E+I0q| zmkfVJx%Nb-Bj_x97o0&GNhYA zRXkTw)(i&=6J4C^%D3GnaXw!2{HA$ds8yfat~9ypdWtLCBYV+Pi*3gtuZ%4t;CpR{ zAy%09jv=nrY{_u8XT{!;AmOEK8D&Y>d=GY+c)oANB5njcxBuwr6!aH@%iH!@AR@SX|9< zOL_i79it2*>%1kx?K`$wBTFhy@@4p;&~t7SGxQoO?OKsf~auEsoP4FGdO||(ip>sg9&`ZaJBHh_g3zPk2nXY`5gVs z#~2dRwri^yhC|&oh#V(wXK)vPvyTj0uC6OFDb`=le? zPT)iu1r$k%d{>G4kzOR@eM&Ei-YdN~RCOZxTa#(+u$JE5>P(tJMqnG+w3dv~+)uN%$0Zp{ZXVv= zDkhVf!HQZ*JExUmQ`(?$J!vGzv{Gt*n5=YUWsUx^WGj5ZRimUafvn=`ojn6Oz=Q46#j3|(=kVX zM%Z`=uR$jb)@)ZSw%1pMzs$*pAy@M( z?%d|S9jv3x0qS>FYk_Y>>r~xtx?Iu2L@m4Oy27tGTuMPLDqZ*5z9r`D0BkhkaJvTs zW7hMOR6gGbI~c_txGDT~TPe|~w^ywYk={KGeSv<_M-ONk{d9@fX_cTkLo>qwvNV28 zwn;PHGWv>tBJ~Ry8fr8KuD};qpfM9VU=Rka=-=rXtiK*S-7`3c1Bi7_{+?!y04IyJ zQ*`!Yq>I}~JwcvU`eO_|$MD_aGkgp@#mN`XQMmgQr(XO@5iu;%IDpvSFmz}Kujxp2 zSPys7t`O`M;(8S)P{A3@brG42vbaG28Vl_v3(-p+3_^gW0t8}U7X~u;rE@Em0OrnhG733rgiAxeQ5?@Mu)fv+g{SpHm ndq@U8mnBY1%t}-wu1KnJosP-Ufk)}6!=152Nd*ehh+^tr^j))x literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$execute$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$execute$1.class new file mode 100644 index 0000000000000000000000000000000000000000..fdceb61935aa66b7418f3f5d2426201266219e64 GIT binary patch literal 1781 zcma)6TW?cG5dPLNcH@{5Ld&Hz+~QKlfKQ;brL_}C1GGmn1raMk%G1VK%qGXX=Wdpkx8^> z4W*g%+M2lcJSk#Ipxzqu>aN<#x(}3>+tSO1fOsk}vmZfy*He;AG4x-^XfDTPxOxJ` zz4&RL7@Z#&Mi3 zA&)Zx`QT6B=EUAcB4+(79ZLYIfFywn<6H|I)uwNE)q3WhE3++dx!T&1eHkUvbfbq` zJF4Rwiw8vlm6lDr(T?(4sno_r(irOp2zJrWS(3=DL=lt=|EFes(4)#^k0#6Qyq-TG-D0KM% zh2y^Xkk2dQV=R>r;W|69vY&c$;));A00PJN0~whJxn4gEfLtIV5dM?c4GiZ??u8B< zkv+YxyGHsfRfOM~-R3sevK^Uh$W(_qwgVA3`#9sA>ZzC$&uNNQKh&In`0wo_naZBx zi2IjXIW|V6Yl(DD5$DJ5nNDJzHer%IvqWHN-DYV=-Pgh8nLVQ$2OMIF#m|RSW)Tnq z%+7|kV~Q)3=5Ujg7#Z+jgUwNPo2O;&A@P~omDe~`yZQ#7{l=rf9nuTKE1bpWJW*-S zWZ>p;j!%ciPtf4`fp#!?kFRpv=Yz@1wc78f&0Tr<8i6|{YVUCE58QY~g`ty^L*@5Q z=J6Hd7g(i6f%`@7KX4UUEnFg##~Nvgr{D!Rjk~1zfFSw~$rf>+`%mPKkS{ork2cvR qm_})nH#32h13Bu5zGDuv_?l6Fvx%t~-^REV<2!sGqk(3O<$nMho9ny) literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeRaw$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeRaw$1.class new file mode 100644 index 0000000000000000000000000000000000000000..f47033ac2fd50c7b638879bccaba464425acb446 GIT binary patch literal 1793 zcma)6TXR!45dP#CyKzhjq2*EZEKT?dZjv19JeJQtYS4Who|DM=<6{Tnix%W)a5 zo z$8oxZJkAK@gFk^gV|&{lG=Wg*SRzRUNC{jRdRp;pB80o=#ytn|J(0n zDtn5vZl78?Hb$i@iF8g8>c<|KPGX%lVWhpVL||#nW@$$~)WPMMcShF_IK%>rpAV@_ zBOnBro(`SI6qhK?;T9<|GT^};o1yG3PmA0`;#0M2Z*i)2{dau!3y%W#NG}Ypa2B8Q zM5T8o12>Cvd^$9Kf(FkIw1de9e3j!q8%$oQ)qX{7=GyDG2;3=A`wKUI!xukOVd&)K zQ29S6v-pzn3oKKk!2Kfk@3@Mr7A}#=V}-QDQ}6W(e1mUeG|-H(_%CUu@PPmT literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeUnsafe$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeUnsafe$1.class new file mode 100644 index 0000000000000000000000000000000000000000..a5a65867f35c6b38589f0c7681cdd241b991c018 GIT binary patch literal 1805 zcma)6TXR!45dP#Cn>eO~&~hmaw-|5?_=L8!6gz=5+|G=l9bz(_$&=y;qvTj(j&wXc z@T9?mN+uEd}Ua3yz)idKLsoW?+2=J*-v5_12hI_taL_eXP9PmR>dl#B+g}y*TQ-o|0sW3H(S#b2%=< z)e|`KUX+w|1gcWkLyGlbiuI6UeP4?8J<|e(rZ(EI2t2N~CjFSk0qN||yRo<-@Mdy* z&31b=?Yc(0{ZzRu@r{*n9-7xD4)((;(s&53;9qE0SrVvCY^hPk$M|F#Ih+t!sE+@H zGLGR?33;3r$OnG{wC5;qZ1=~zNa1#AhN9~S_zp-tcJs`bphRAyV?a<#Q1`!Y(T z=|rE2$7NhWHAokyUK8~KXGi;IKj4bEHURx(eO*Ld;D>|Z>Dl)# z3f(_I(g!28I(S z_euwj_?}+ZT_b&#DuQs$ZgZP!*^W#$WU50Q+kpt2d75!@^;FDB=rl#E|J9s;`0)07 znaZBx(0fm<92=w3wM06ni1wrRO((HVn=sp6SR$~rZnLzb9_Zlm^gE*)BMz~|;^#vu zvj_+QW@kh5F~t>1bNG^!7#Z+jo6S*nho@!kA@P~o)weiVyY?GC{h3FByQJrbS2%;u zc%srflYyJZSw0;aKTd<^2HL^oeZI_yty}QQ&@o`?p+0Rtp!&r@Eid%zMoHKJW8B z-{*SYed|B3z7F6j{9T}0Nyd9MtvjxCt7$`zC$x+jSJS(a87F)UY?K{_0h>(z`@GQB6>r5LJ_>{H_{DJ{|4 zT(enVU!fIObebY+?zFexeDw#;!@@Q#(;eTb8rw5UGOfpzbXqeMBdM|8t{LqEsT4)$ zlW+tP5~#5D6W_V3FP=;rY9_6u;;m^T!^z2n9za;2B+;WLdhOX8l#J4+a-hJX>hZ8R zdO9SLZb~MMX_y|uR73=(IOH2dRG=s!&NU6iZDl@(iNb*CN+lL1fI@qyV+y%`rqL?QM%oiw~2-+}aVSyY}DFxS))CFn_E|xV73Ok_gQ4<4(DsXcl z1u<>I=0lpBHee*vsvd9A(yR=aI5yWfWSldGJF9KoDlmIR!=zb{S;j}D%~~P#)phaM zg_MpOr)*ED6hxDoV{jsr6=_EooaZ0gvss{Q&^*9*+5b`fnDSK^}~d<4q{rrQfyU`TQ+1g0518EyCa^lBxU z8pu$^N?dGGTGiFKCPc4(t;4JLXSBY4Bi^U#Ivsp`omIx9kB+q{DSGwm=pWoL%bQ>T zWIez=wbLn#-GuD`!dQ(PLRf`00wFb>(7IHq=M#dLr*4`3!w$KGqhxy-h!Ae7` zT$Eub=u;O}ZdZ3O1+H9_Oz+Zq+1{NrdMa~{KM3YTqx`R}h*nl(gm4E2m_jI~^NYD| zV2tmh2E`KeE-9v((!Ep`i0%xsQ#m1@EYLZ}B=^!MT;e9N(F+FfseDS9+t}#*BY?Z5 zAGZ{Hqq19I!{l?1yxeWsOpsAr?#8QIRL`agWJG2QpDxA$)Q9+Llr_fZkPNt#2=n+b z?v)-siTfxfdjp%&I(1RtVRtPYEuKOa_Ms$KS6-|rtSw1tJWz}wDUBg1jUg$G&1t4% zl?n4yKy_wKH>8TEwRD5|$=KVkR+^`jN^M7_l3XkgfQv16wU`>AE_R@>IBVHKJV?8C z9uvYiV&(it34v5$ElmWLPz#yoxa}w}X)5uuf`eR+QqF~%1g@BXhJ$~%BY~63Qh{<( z$tDwH!XiyMq4n<-c%+c-_`ifL8iaMX)yz9O%Czn~m?!tGdTR|2tV!szmaV7#k$7vW(;7fAD zUuT-0?X8xqUM1=)9h;L)^W1!us0rdJfmq(LTEQu9`B!?rgkr2#5{8!98^ALHbNZBC z)#|>9;fpohPj2_2~sC#_I4#hC!;)ozR2@KkD^nGU5p{T zzu*b=WxOI!A*bXe#wng7)jI~16vaC#GsvdDw~&C6QCG<^1us-`lfrlvXXS;;Ydjol zMvuIVX>wKLyi8o|OJGJepO6O{x;KR`!_&9R%dL6jOUM_G*`k;Idy=xnqp_!Ji4gx7 z8C)CklzKuVgU-SeVS99!-SPyz=0LNIObdB}{*Wg!g{6mOkfk?x?ohCFWUw|E92ty= zT2G^gRT1&B=4q;%|rk-?@}L66Ihnu6>$_hi=0U9CBPNUWV1DI>x1reI`l zxvx|-7OgpdOfET(z4KWYtXHr;Q`R?@yO6&5+)g}+N(noo zYLS^6Fs-yNg#<1upmqMr5Fi+h=C7k4DP(~4nU$;{n2z=XU{ zZRItxp5#^7%KV)ysaU>adK)kL+6Vf!tC>!DT_*3HG#)@UE4=ey+wP2wrIovm9Yu61 zk28s0p1JL5;ns9o&9tNxU03OfLLJ&bCZVoQ%5}z@9=w6yv-A_=VwO>Pugd!9K3=1a=?k;X7*A?{;HWQ>dtIIEAVgInska@;#dzMKOnEDdv)=N|fVLw*SO$ zwH8HOf`x36w#hY>ku}Mq$E-=ty!K9lc#nNEz4lhD4O#CQh>@^QGAnv`sqN>$Q}u76 z=20xHA3@D>UzzU}G(;EQ^(dlczAa|G>l7NE!nCuf*-~4721~3#m$wh2d3ljJ{#laY zsl@t8)@Jj$wP6@5YhOXdS+r~stjs-)R$0`Y#=6tk_!4ert4i<}sSv~X_!%f=T;Ip# zhS9yHtmrtVlog$nWEw`09ENuCEbiD6)z4tp8(hGP_xY}af6>1wlK^V|%f0yn@C0yI z0D}P(v5#-ypICi8D}GbhS1{}}V?Va>cy&7tq6>$h;vOEZ@5OH1$M-=zz;BOp%u~3Z zQTqU+<$e>4Wu&$Z^)?vW2-a@wp`0m2?8Th~qlx7wSo87XQ^zNKO&m4D53S=YR#y0ZZ-&9pJD|a1NT_95BH-WDU9}56;048k~b};GD*1E)32A7jOliXASy%9-PA_I2v_9{<4;nn9y>f4-Mm3Vf#7k22nx# z8FGPW$cCtGtoPgG(qW!7gCr~oJG>%oHS)C*O%^^o%Z^cD&JX`AO8_wX#JR!^f&(Hb) z`8oeTKj;7F%Rl&Xj^@ibLCHw=9v`<@5Glr2@iluBE#yeXg8CAlkFGx`rPfyBE3)eq z>q>k9yI$2^OBPS#xW(f8oK*yGc*+!#;{Ok}{2R%Q6m?Wm;#0w=>Q%f1s)JPYJQz`X zXU<3~d4m7KEQX@#)6K0)cDPUu#2fHBBZDx(2}n(qA)yF==6g8;_&JBa?U(=0$zLf0 zkW~)Z<-7P5e$DSKco)B6zHkfwd)dU&QfM#!!f_t_7Jp?qMCv1?{pMD9TXC)x=Uee@ ze1|2z+lueu`&%J&`~YulMU{?)I)12QkB%Sd__2-1Q7=C*8Yj(1*vrB*w5L6=BWPu401lc4?0x=sm0h1U$qGD%vNG3Zw6Q^fW za~pMLx4`R&iAzW^9S zg<*tSM%8r}48CAGzA(zJXBwunVtKApBZ)E1@0c^LYma(vZG_u4pSR7fDO1#KziX6R zcHJ`*U<@k*GlBGCX^F3J!{*L{adm#lEc=C_?V{2y;ttG&p$bC<2L1VP2}BtRyYQbt zoFP77IhH@fus_$5{j~2{&O)JQmf?8G^%jgJ)1UXas_Wa9V=S%I49oFN&*8RFbfiyVl|=%3C|r5bELTGZ*SN=PCMhy>x26%| zx>I5)q@ioriwr{~*E5@fihUYlXlKZ7H%Ork2a-^5kRj?XT7u!qZuVxQC#ZC7!SpAB z>KWQ|J==o^IwLMY;rO&DyR~K4q4^m~rtB`?Ww_Z|_6GVdDZ$GB<-4^(CH_f`0Dhez zC2Q)cn0Gjx9)^dxmr}@fT#GHDuvL0qN~jc$;Z<482?o`7gZ-es3W*>WHv1s!QPIQD zwRtoxXT`0WMqoiZUgrKNFZ-@{H-S9E!5Xicf%v-RFVal-ocM_0tJX~ly-b+?qFWi` zPQ^AwSIKp&_2oiK&0(LkNVXWx++8+zP@ikjZ=$xX0?C2XmTwkPIEB+1PQpmX(Z_J2 zHPL3LZrX<;Y1W@5`hAliT;zgkt(c9YTHL~AfqDYxQ#gmWG+e;jL`vpob#4nkx6qE7H{qd8O$)g(18ndF5S(nCmY}PHN?oP>~^13R#YJiC4JK zDV|bWiBQRkd@=a~1FMq!b4#uWJ*7ft{`a-joThXr+S+P!(D!PJn$#4%ts&Lvll-cy zBv#b*duqqpYHw6kbk?tCqgiE)^(n*YY+R3YDt*!QZ{txlrpL#VdYfF2J-ZhfKcuHR z8@d;izO~hUm5dw8^pTD4)Ax|#-hNe2cSbu{pFZ~NeuT_3B+b&C(R^Rv>OPywG{dNr zR%cXA=;~Cvo|Fm~W^b(Dml?!KuIcLf_i^H2rP5EgLU@5O4DRM!60!tjqP#(%ZNVje zN?zg&XaCC;n7|CRS#Xn+>+oPRq&NNpPSfRex=QSIc&hIBR?RHZ&w{Y1uP$v~fJEOx zTc=BwV@}p<^QJc=dr$U^TjusG_bj;%gO>oF=EO1&90e%fYZ`+UMo!1YZta zq>7GXdLuR$!lVPDO}llkY>rwo=AqF2><)?Q!>;QK-{Z>xs|cJSev3(5>B-9Lk;a?U zrEwZH8j~~HyxQCBuejw1rA#~D; ztU~`E(>y_Eq7fj2!#F~U(!D`4+GWIge?-R*G}-it&}S-82z|C@%J9m+bM$2+xxaUm z!O^CpXY5jc5f; zPofKNkP`{o35pS=F>@sP#n(_Jbfw<>BXkFGZqug-SQ}~Qnq}p}vNWmv6la0Wqyk{H z9T6sSZbl8ZsuAxIE=ajjjzLv_qoP9CoqjN#ZxKX8G3sE0^rmnx&QzG literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Success.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Success.class new file mode 100644 index 0000000000000000000000000000000000000000..836362b99a7277223b5bf52653d2911241c84d4b GIT binary patch literal 3638 zcmb_eOH&(15dLQMS_v5z@y7TO8{0x)3$PPA7C1531Yxipgzgzy5jgJAhGC z7{J>ZVa`B1q_IR@=jxER6=xjopA zA<7UPF-*g`#BeITi}%}@1;;kbQm${F;c&X{SU@Fk;P|vE`GiTXx{w&Jp0Ec*s- za+_CmI+%opcmhpmW(cMG=95s-l0XEl6rAl|AVVtPsDD{Ww4);q1)V#${Wy|HqFZhs zWC%OUhG4k5m&@ErA__cS(j6~{7+TYPue-+3knXE<%#a|3agVH5HGFUBOwp>YS|;&1 z6kH6G_eE=UouT}8_q$IqR^ON-`vDSs9rDg82Nd)%BxSh0OZo#&PnY3kdOyH&uU}F? z;$K2OAo7!}Z(qQZIEhm-yweP-V|j24J$_wEds#lp29EkqYLxY<7-Z<(e!qsfW|j4< zr%TCHyI+nd210_jEm6vr-eA{rAX(k*_g_7Z$VBYvvW^`xSTAJkMQbiZN)0S1P ztp+Lb2?_AALve0>Ro~_KLg0LzztG*A20mF|r% zafcI(Qe6vC$cp?h`2mGdCi$0!Tv75UOGAt`ZamB+lujkF@z5O8XHzq;gmAT29>dnR8$LfD;E?R!`;eYWb^xISdD72sYdO9 zluy3=Iz%!>i%-S1MtMR?rqWtdw`=8sGPv<@SS7Qr8F%IyqGQZe)TUarW>QQIt6EEU zxRVXGPQH8;B6DpdZKpY-d535E5u0uCERk-4yiat8RaJ}6wtDW}*?bhH9hE|(jRq~b z`BRiyg|bAiCFVC~hS9w|aJmL!y}|oSa$5c+VL11H8hQ+$Py%lCl$c)^7@D^J)tsTe zdZtX}FkUc9CUfmh6bd0K=r@ukMpzOQ6-KVK-c(0&o+A#I&wd$g7&&dpx&C)9J z$~?CXx%P#-5#%SA#{2=iGo$Li~58iak_ky^Sd~w zjail>9GkCtrAT0i%43AsjM12qt)1qa5?R4Ct*MvOdXd&q$vBM(8mVa@gd(j9bWWyy z+d%5TbEGoQ(3a_cg09TK6ZHH-8w!@_E0v>IhfedOo&pZxFs(?{2bD7kr}*#*JfPjU zLLU#g8AnK2adERGqa;8i^DDZ3rpY!Ae4M0rz{l}IdWU4kaC{ddJ#S+q$U`%F>)srH z)f?tUy1NI>I8pZ?sOWmIo8nGX>SzeN9E{N@xz{}Ie}i(jf8ZH1G7`^@N3~X`TB}p7 z?Vvin9@5U{%BJ<*ywDKonp&yZu)2H}g@kk&n0>+m*i1Hv)&Z?w|;YI3teqLbbFrJTn#_t8n( zV=}8JXcECPeN%KahEMTXRQ{ok;d6BPk0S(w_7&X63XN-|HA6br7ZA$hMjkiw_!zS^ zqL9ZNZY_Wb%;WX~x&#gj+!44d&@PY^xF?_r#08EB92MvgI3{phpjY68z)68q0$1E) V*WB-j`^^e0piI~*VPBx%(7*d)mQ+ z9Kl=EpTYw|f`>jpQ;RQ#$%)NI$&Y78e=FVS#|NaMnB|KtS;L>YF zQPbm15o+c6Q7k+W?#nm|+tlOL`Ht9#qF^q2z`ZGkbkiyOUYzP88r zxfk%T>3!MQ6TV(pe!YvqIXlflmSJUpeN3%#8FXS{!5k2%-tm2*l!Y9F-4uEy3N>8< z!w8rH@!Wf8!?xm@^~0Vnrj)6zZU7WP7u(nVX0E!old}znV$KU zA**+#VpysTaB#xTOO>9Uc=#(kpV6KN0G~?tOeE_UgS5DjN@Zc0K%a+nJ0-t+Wu=B7 zPwA45N?{bvc8BzjPeqAKH<72?lc$@=)9sU|d!9Vqo*>=y0LKC?MLUDQE$8qC!;My? z0~vaI`)yB>IO328UNuYvp`=gBd6V+s?+U+_=AYsAbf0w6m(kagifLwZ7*{cAV*=MG zt^72tgXS^S#|7juMf$()?4TFoMB<8LEp$(y*if18Y(L z4>E}=#Ram)$uP~L?%e(at;yz?!{&^NF>j2H zeV%iyNu!c`GEQDT^+p|gGFQwNjR&k!ppj8$_#_^AGQM7PGBh*$_0iASqn}K3GMgK6 z%%f+_7%9Ab!440Oo*AZ{&E2f9qhCzt<$+1{+1Q?Au+oRek|SCEaaDVKLG@uUoKt;T z>5HX3rkxCh-pij&UOvOU|5DH_+-ER*;$av&E*UPpVYfxa{n~mb)UqwA^zA80|J%dU zGERkhCE6zDv6>9UTBqF*@ka6oG8Ai(&x1`K%Op-a^L5z_xu)NU>OeINMZ6Mlr396F zyB>97U#!Yx@zs=b^Bl&@Ux~OawHDj;PQ&jlr=QKhP@+i;(RXR1K$-lQB9rVeS%wje zQaew+N0w5Jq4J-||3;311!|M2z&BW=cDOeIV{j;<_i*lF>+It1&s|)^Wn{X{_lYVY zDU^%jFYs3R5c%g6_Ve%dK@?K{rS6<7XAX27H(rOm*@Lyt!an_1*tcJS9l|n^O%kwy z5Al(iheh69s=ax#b7Xs)$>5XjrXJu^vft6E-l6-ywS`O-Q&qfM#e29-7SmPCpu7d9 w@IF4+!X*VqVOGIa@Vc$7P*51@`ZQWps3=@lxT7$qa980T9ukL1{1)>60AmWKtpET3 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$execute$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$execute$1.class new file mode 100644 index 0000000000000000000000000000000000000000..50b85faecd3237088b26ad2d8b6298820dfab000 GIT binary patch literal 1862 zcmbVMU2hXd6g}e@yKxK&;kyt>8<#o;c0)^{#Yx)K5Ln3+M50J2PZMV_ldNaZ?ySWl z|Dr#kudP(5)Q76i{3yg3J1M3{wd#ktbLY;T`!(m@H*f#^3&0BQ39L#T?pxaqWm_4S zhAo?@P?@eytm#k^Zpf!<)7p4Fv7LsDW4RNnih7}1nNyYPMF;^JaIrT2t<9V^Dh>C# zolqO65+mcVVGX63blRGz^E@tMLLg|4cy&kZWbFsa$zADWT|hh)m_Cdqpo3uFQ5sJ$ zm7mFIu9VAgbp(nBG4j+BxFL1m(+v7)20qPTAkE;=@L-w(g=KBDTNQXxZH`l@`bUx+ ztVVrtOW>FBY%gzaK2~WKyZY)VH_O+?ivImK(}j<;;GXHUvLtYGEPM4bPU6%gayTup zP#s;HGLGYH33;3o$a~)cKaAyhAQOS9O3M<3%EM7$epDC&N44qNeYKIL&z0E~xLj@S z$*v4zY1-k#ojuiZ^~GV4K&5GucDSe9P9n8QLurh4y*5b0pR#^05!nm>rDmPiq*fv6 z{kFjDu&Xi_Q1ONRLf{BnRK*53a)0rBtKM>3He z#X0$bS~)UCC5>37sUqg5@0wO@Q*Hb>d}fKj(uU2FmRi@|<+%f+TSE@9#Lv(BRA%52 z0?f?#7G#R6l;&`Qlo;vpV6)9q_B~H4+9ZQe|IQugF%N(fG;n87!U`sOw!BHW7bZG`V|J3<}H5mw#-!|n_A literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$executeRaw$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$executeRaw$1.class new file mode 100644 index 0000000000000000000000000000000000000000..86bd33408d05b151aa80b0aaa80a78224d56f8b4 GIT binary patch literal 1874 zcmbVNTW=Fb6#m9BcHP zkNljfPp!m7>I3R?e^kXcHYrYxYT<`DbLQ-sbDQs+{rjIkUjbObJ%Kf;!vkyEp=>MT z(y(O{6)Mx!i8UQc!cF-=ZCM+yC$`g&aV&RZRZ&k=D|2c?KCWCVLI}`?i?#9BZRWI5 zX}I6*gxWZj7#W8RYbed6)7C_tM{yAo0zq@ctvhNrYyY5}+>=h$1;hh^>BE2mItUIN zrSSx_`IU_3O1TVIN1*gJObS{8H>3`HvOz!Dz$Y6FBpV#s9!yrCu&j-Cs{+4No8y$L z{*F8c3sPU)7Wi#E+sj*98!F9WS6?0FX8Gz^(I0tidhx*)+(VsKmIQ8&WwKtzNBDRW zIh+z$sE#gA87Fb3ggnj)UlB?d_Wr5dZ!9 zvrJ@1abO-%D@Vqtq!G(BRfPTYUDJwfs*RtE4=oW`+O%2HQtR5gJp0Dz_K-s?@$vIM zl^J-105dbb3z_07r8(RnB}RHY*l)9xeaq7dcc1uF?ecS+u3dSFPyXOh;5*X!{wJKn zr#w;VjY-eV;XJSQjekgkpY^o8$-BIj<38t2UaHlep*DN@>2rAQw5a`st1s~7?^NhJ zIn`JG*U22NGk*TNs8Qg4f&2GdMZOj;lF6e%TH?uj0nXqKY2L$#zJ0PqtaHCl?il$( vO7g)D+XRy+?eNQ#CuL8Lr-a~iiWz*xsBi9IBEr`ZZbkS8wh5t8JELYe>>`P1^t_WW*s|yS96E>6+}l?A3LT?)_}i?04?HlCEvZCM^AL zB)<3DbIf2|Sqv?F2`%eA19#89;q4=I7cN)oj`VcN+O4IX#sz<9a5O z&FgB5X1phx?-@;}+XcbAlDD(>05rieM>2OFAC9Loc_Ww6)A6oMK1U*{r0GXcFh6=1 zLlqVZ7FSkV5E>#i@L(|w?MieQL>N~o0!sypDk(IGdAM2)iVA%BqbXCce#XVhnKeaU zH)P~3Yj>nCxT=12)iPC0{CYB!74Kl#v+yZV`D?a!yuyYhal z7R=U7MI$y~4C*|lf)^`Wed)BAMlPkNQ}2h^B z)2?XmK{TRCLj#%xnvqFn2aK(`A!_>O`h)My60rk%PLZUT7gfR`KUxK|sK?^*A_rk= z(?YgUiay?*GV|?0ti`%owBb5xVd6VKuBVlnse26TBy|O`5s6xC0M}I((!*mbm{*`_ zfvO|jAU0!*qWV5TvS)Poh>?qC2cvp!XjCD!86C-GkEaHVf#~q4nU4X7Q+A--SZ^wCP*0uMu3;N)s;kBho-a3}4hLObj(R7mq7ysA^r5>1SC{B_ zrPIccp6(^28=WVT#)v|8KXwZO`K(PZh&|Y%kaI5)yUcPnw(ir=gI?N}i#EaB_PzTB zQO81)S*~cgNHgA1YAXP^h4yt%YDBQny-JrurM<_&)2VrVjBqCbLE^X>84R8@fr5tE#8QxONJ6YB-8xWZe>?v#rcAgH~rA<>Gz} z+iO|wEUO^{ifdMBv^9nvG(cO)=`?h5QaG3vIZK-Cry=DrT8jfXUeMWu_kNt<={~BP zJ;n*LNDq2j5cl8%wK$0nl821dJ@L>xXc@%4_>dZRic)gKuvbsz{J4)un9L53WHUVc ztwDSgAJXsDyV!yc@Z(bo*IlqqQ?Np$YCNvt)A$8Jb1W6pW6f63)m$!` zh?U$_jBZ1^cogk9x@l&UDPqKo^N8&xmsazuEZi0>nG%f@wM!S`!k7x5+v!zlGn{@SFG@SGdl= zY>9XuZIk#yOwHer?l>QO_q~Uw`XTcG-@17dPSMIq?={j!sUp2gjf4hwO z)zr$6I?(^2Y8dW{YBx4+`SBKubOota+EgKOIn2_M63h>n(CEn|5h})%g|$DMn7jHXFlQFl zRDO7_FP9njYK{+VXN5~d!#m;;#FGTgXg(WVm7_ZtHdaNC7=tWaMpxNM;;QJ~%s`_> zj}Qbog>qbRfr)X0Us$r!9P`?z-z_*) z4s~bXfH6ZUzIBdG1@FK0iUeC?ke*#;*GL^MYP?)hEjm_Bc}hxvF=J5Xs;u>GnOC`b z<+jE$N5!3YtYy`ZiInZQrxa)z)+ui#czn8g)l6G1!$PG6ugowRPMxXD;192id_||o z9YU(&t)K2(u41WKNxI~kzBBW|E&zu6j26+Ym~j@W*Cm9k1VHaXPt*FSO7zR}8qZB zF|sbSq(s`c|L?r)rW-b7~6|gd*8wdM7f~=wYJz7s0{`8&9>>^ zdg(r&+9_YK%Ua0YH7_)a)MjtE(dn$_?7C3s($m$~D!XW-Uv|FNiLx7?I=Gd-HmP^h zeqh;D7F?&FRwx?LkT;i|?t+f#vV6|3wu3FkDmI!mGr(Y`**=r6D~DiC+~k)|O33-P zAy`o$HBG?k7nZ`8O+U~tJ1OfvOV&P>!ZK?vaIuD=Z<9d435ZT|md+T0p5-n|)^<`LV=#3Uy+qK4MYjpCs0@v@x8<0?2 z^suXZPUf{@QK3SC{qSM;j9q!Hp<8QR(c09y@%luo*4nyp?TWUhwnXd34O(m4`s?|y zF45M~Qrdwf0IlIY+y*(gZsUqpwPsVB-Q$HYW#-la8sUa5XtkT7jeWMI)hm9_N zE;myw4Q(xbho)MU51~H0SrD^7Gxe$Rkt!=@8F@{b5tg-`l@65QIdo$-n>X`0eZ>B-WTKVziYj^! zFFzskD>QxmK0bM*ReE`^CREh$9#$Wi={_g+@q6;5zS$hls0m)_6&R|(X^BFAv0!MmeKd%eOQJB{SScoN9gedu1i3M_i z?;321xCSfuMA{bD#5A@Pj~=U~IP=;&K|pR{-(0V=6?;SWbq-=AY%?3@dqt+I;RP&t zo(-E9B?0jJy;?hH53tvEs9!rtCM-`;CTjN^DF-#TP7xIT3)RUO)=VZ{?;>62Z0kW) zNwUe%+j}vGWZqO{&SSk`cjLvT^VlSK0)F3V_`Hvy(YxMfzrR6XzihntBD#Tu?*e-I zBfhh^`5gLQZW_md#xWe?E#dR7uZs9W+8FK_!(b>hhV=UCh%e#4fK31V>T|ej9A+Zm zU0)ONp9j;kgci}x<3|LKqD!?t%&yuE-tBeTxp{&DiKzfdH6g&>BTLl-}zD`fSwEZbbs?XJfQ^Rm0NjTgQ~X>@ngdc((n$p zpw9aw1(>t<-qm4ccLBp@f8f>tM~wGmJhRd zc@~>klKmRKg>T^7?0=nO-e5sc>Gu)Rh|=nQ5l_;}K10jwXh2;0"$fhWKLes&Nsio9bJWXCui&Lev4SdnDdCIw zUck%Y@p~UdIO6NK+5>0s@@dSzfS39kn$F=>d(c;U#_){<70)rxk_>X{!hgzE7w~Ve zc?{pAF)h1**ZPGA_4m%=4Rvd1Y`i#zKRJg#8^@oY#b19Bf6rmdEz@2`)Bcxp`1c4I z@p0WTe7`?Z^%QC&RnIGW&Et4`OuWx4W1K5h$`rYjt?outuX>xJ@Z+U-cpR%8Z41?2 z#XepwHE(01+S2uU{`#h!U&9Vj3wKa!12jkjk0Fgu;uJoGkF)O~zWWTvJdejI*M}*` zPgpu$M{0*?8#aC%A^_MDraYyZCgtG|2kw&qTRvLR2c?EOE+EPI;#q%@;!>zG%R{j# zfOPOgg5}gCb(Wf>&eDK{N@`N=fin_PYLYsoCYfUo3K!KRp&yo-geP;Vn$F7n>D454 zQ`IDOmDF^a;(nTHdWLFxmTLMe)$|xm6@=-(u6rG`?e1~`f0Yx zl`fs?N-x0E-`LcAPL`Gk*V3Jq={>tT=mBAYTP z)e?o^mwsLoyl*F=j%xL_PyJiO;-q!wXZY9UCPesQeV26e{cCLPW<>Qpey;g0`>lA7 zc5oYqd!$DWQq=#ST`;$~q9keB?BWnb`~)@F#-h{OgYb6Ax-Pk{OV-Qvyvv3z*(iyF z5L4P^(?P5>Xn~0mT)x-Buf@&H@_uqY PoA%g6v%67UWySvjb}F_I literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolKt.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolKt.class new file mode 100644 index 0000000000000000000000000000000000000000..68a01e47881974de9cad31a533307765bee951d6 GIT binary patch literal 2016 zcmcgt-BVjd6#wlF-}8OK$dd?rt*b z6aR}3`skB(>{v6tIO8AH@mz8vkz@wzgAaGl$L{&qbIxz?pD%xT0bm`w3`H)Trtdc# z-Vn-Y$Mpl@2-T5+uUe#WYW%U-_kC~M*kBBk$GpQGkE@3Bpnfb|(#9B4#t+Z!3ElP# zL!(f=$nBnRh3tr<&~?wOJb$54KbL%D!SLPMeve;W9cgXIy>-ZoaE^tk2V5%caHV|1jr57%_04YE^XOE3%{-BMBY_Eqxu$PCshs0Z%aO{6KylBh zC=-ymbhV934AzDqsXU;mg-#mf`GXWLix2D zm0_YGOuy@e!sreT^&o}UF_lCb*BDkV3Vg2T`7JKJb|7rL!H}frn?99C(a=p%__KRQ zw@hIMnK0CBSYN56*`UG=7HFUxH!zpPG~QxxUNI{hZ~up@)Y`5qG&S=kK}OLKWZl!r z$kqjM+GLHNRlZs{-7?=i71?O0vi{>Nm!%N5r5*&JPA=xHA%=135b*9tDQ0)d&ka!tf(* zI6=i~bz<~_S>eLM1q`f7`mbduEfROM#IV{uNhiA}No(5blOCJNOmU+1$o$&R|jaBHOXP&FAY^}4tac9Eg*Z>P@& zO>?}DKRbd3gB?v4Iqs)dY7#`oHvJ>=f4OG3+uY$#_j%nT`AStPvDNJx|SIDSPEFEEGS@FBYR zg7m3gEG(cz(tY|YGOQ4d(@uium-N{*m#0Du+azWvLJoKFNqmAHnjG%Y1@c5cC0eC@ z3!B&>x=vOOU1#wSu?m(dSgzoG+#wbpR49d&Lokhx@bMwy8si$P8fA?&jgrRtUtefZ AOaK4? literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool_jvmKt.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool_jvmKt.class new file mode 100644 index 0000000000000000000000000000000000000000..a2242a3e5ec03ee4eea54e24cc80ac3c976c3da0 GIT binary patch literal 2101 zcmcgtZBH9V5PtRy95^NrN?IFI;!x874R=6k(!@YZ-BR2bB4LCSp|)C%jkEZ?7u~H< z`;AZi5&Z-0$9_tqMoQf%QlvL6eAM76rkEAJv ztPafCZ4otny&eXQ68C++?+b=#x^j`3ZQ%)dBo2(JSVeK>!b>OEI;|Cw+YCQ0@5J+a zmDd3mSO0%R%R332;%bp$@xMF7MnA(qP3ZVl4AaxyU8Ko}k=x9bV=RK}ep!55JW|7Y8Ag=;7*WS|KKM{E@ z9m60eW{_hT?J7GFeCQPzXcs;&}O_Nsd zr!j?_CVXUR95eKwf_^Nc!r9ee=|Wz2DFzJJc{?y?D$bx6eQ8*5h$V$Et|uYGl}h5_ zO`-V#*PPgAHI7nL0WH%p(}982N&cNQt9hCoEHEs!jxVQM$7w5ToepE!;nwk3|47e> zwPDS($)5h!@vt>(&8If3mp}LQn7fM%D;K`<9HJ3KJE;~7m*T{lGl@l*x&^XZ!R`#D zjZcVzCw0S4XiP?uY(JwOou3~zK4%y@d4)p>?9{0g^pt`F!Z}#g+^cW$Cp+;sV5lOM z*lITRMVLrNDuKuST^>qvA`uQ$WleESMTXM8tds~#K93?1QNgJO&CnC;(tJ{K+fAiq zL+r{(((N@vQLbg6A}ml2^q82^IA)T9#xH601I-zYcV?er@K20B$IwHXzV$2KX(9I$ zZal}h5ez;YdG{IKYhmgsrsD&%bl?}dn!*P4HmvN|HgYJ_VuF^y3$pk-vS{HN{=hA~ z#5~P!;}yQ5-Ars3AJ7hPpPB`GIEOjH#@g6ilYk`eoqYz^ShCv6&9?cSD(NM~Mo9`4 z>LCOrVicCBs){$u_yiz zPhO1&5=~5lH~%Q(+d@R~-nyP;???P1w>&6h`V; zCR+6<64s)mCzY^LtD4sF7#KtTNF0kW7OE4zX&yx_I|hfr+m=e&7YxqIYCVSxyZ|o7 z7+m{K8ivivf6jWw;BU9$5o!RQLiy$Deyvz7?c^|lV4Q-J49gXrbi$*^HWMM0358PH zjy5)7RoiMmjtR=G7I$|TW-6D<@7qMG4&^2q4SVsTQtK-efo!4rT+szyqEi4g&5wWK5Fg z{`V8UFdS_04fb-}=Vu>0*XMa>Z!+&L@{P>fvy&RdcrYAL$h#6c`{)rRyuHQJvDxzr zuBR8IXI{D6)2?M$+UqMTdr_J0Yh*KyikD0g2_>zJ70T8{+$RXPq}!yXDpEz&eyA8G}u_nM>3-D5NK(#UGOAkY-2 z@rZ1W*(70Nt2csid;CDp&jbdc9-l-8@x6C zDW1G~BJp4vj{Z@`H*J9m2=%Zt`(EDXy|=U9dB1-D_zB=O78#PQk z7q&Rci9_XhuDzzc@7#jpig%~ZAQ;192i#W0RZh7b3@|+F0NnJ{hF5X(Z6&)HUR+OR zcxm7B%Oal){WsI64$Lbw+Q0K5Wm>ePj9a3|Zk^i;`l?SpFBc3dTVmzV6fVxLz^YTa|C@+&#z z`5EpPg-=;}(T9OBOhgz=^~sTR+Ue`R`>OxD%n&R$&yXQ{xm{hRKMVsS46(`Fc_Sao zjZPTm|F3g~!BZe36whZcO2q5#E`^ei9U&b Yi6;_M64Meh60=BBMm+{BglO;m105%;T>t<8 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/exception/AgentNotFoundException.class b/tools/llm-bot/ai/koog/agents/core/exception/AgentNotFoundException.class new file mode 100644 index 0000000000000000000000000000000000000000..454ec339bbef1db9f719566cfe3979ab0b815d2f GIT binary patch literal 1012 zcma)4O;Zy=5Ph==o49<12pCX71?8)BAX;8fOGKzjRX|HDE}SNtF-)?VwPt2h9QiGt zyn52|U{M_XQI@?BBqbbj*q-jU-92x*-|s&^e*t)j6^3U*@m3r+xM)c2EDvKNxjYKx zXQyJ#H&S#rcH42H>suFa4veAPN9C4oC@p*HG7SC;rImZdFtJ!|ijLrs&<(!ljM9zu zrG19EYHS+3DP7G7r7ag)$4;blEGH_vNffO!YsLYqTC*M)~NY;_yF7e=%tB{D4Z(s);E%FwM}M{Ec~7!ELq5r)m)nlAO~bsXNx zPa=ujCUJKr30-VmJu14RtRnp1?l&%l#SrYpi3#PlN*hge zYxd78dJ?e)k9O9b9Ieo&_#uTG$dCsNuM}_m!07S{`;Ou_0z5n->(c{$a4e8Nd7g-y z7^jFzkjDi5UnD_Pub?VgZQ@?)y_zB=8CK;Y^>DQ8^>hr3Iweo``6~5RD z#3wD2*k3TwwR)^&B$iI1c`$~79lp!`kjGX3d_Ko8a|Pg~xGLjD+!lt}i~BZ`BwR`K zny5;pMJg%{tnv)b3mHrOilKM3d`fU#r!ub2k8QT26`lthZ49>lC>6uA^2G->oxnUp zJ`zgN&=|VUpTw}(j}o!!WnF|m(%=)Vykcs#*q8Gc(6a?OtT&9z4f}wwY!}{Zorzh55G9J+fr~2KQk-u9)5LN z4ekuXV8i6jiip_tpD=EcBce~Q^5@P-j8Nw;Y5TXrsJZRvnM|5z!cc4~j;Wd^buA_p zs^~0}z*p+gwn#Vlc9^Lp33#~4Q)&F;ptqjX(?GnHrlSA&x|>o-Dp`o*M04{RNv%Dr zB8{ZhqOxA!4nnS!Q1&qC#5O;VtYs8V!+A*FT;>DL_{4X#f6MZtv^tarT#V7$M>QsL z4IO07t`h~Y0wbKRW1Ly4F>=Uox(yD?dWVjpXL~c09$e45#>unr025?O)Ypp^^lc$m z!i^G&CG=x}EN+%Ch+A7=3b%1*3!XxU!jQtSLZ`xAg;r&P_Y_7H?&DE*h(&bWKj?8p AYXATM literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/exception/MalformedMessageException.class b/tools/llm-bot/ai/koog/agents/core/exception/MalformedMessageException.class new file mode 100644 index 0000000000000000000000000000000000000000..aecc452ef4d28a2d1f50e7a900a017035a96bcec GIT binary patch literal 1018 zcmah{T~8B16g{&o+q!&}3RqC_1C+1m0Gb$s8WAyR(xMT=3s2MSP^R6TH8azOM}CV> zzWSu`!4Mw(QO3KpND~ns_U^rR&bf2u-uv^{_a6YBW0~QJP`s5S4K5l|JIlkwNG=aU z`O&FF^QwsU6BEmNRa#4st+SIH7{l7-`YWu zI#Cx+5YUS|8Cn1@H7qq?U@giYsx(?5ufEFg==i7@cqQ-jJ3b1$!bsrdGo|CBHE)Hz z8ZG(-Z`xbQoP6@L`D|g}OG^Cf!N za@4TRq)v#@3a!_6JFZFdLDVA36e~$6qFrHB8uyZOy&7fRQC3m@&-gdacZ(s|N!liq zZ&X@ns>j*wGWvj6g-2uSb&jU!Q+$uY4P?jzhL?+1zF~A}nSDj^3ne_ z{K+m5S20czQIN+3oiC7|qj?}lj)%olJBKCuzohIW-F9scnKDXcOqDT>>-5KsGHzmK a56t2gZto#yF>Z0kB5!fmV!*<;nEefZ0}$N+ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/exception/ToolNotRegisteredException.class b/tools/llm-bot/ai/koog/agents/core/exception/ToolNotRegisteredException.class new file mode 100644 index 0000000000000000000000000000000000000000..4563f16498f24b9724021a79552bb48e79ec5adc GIT binary patch literal 1375 zcmah|OH&g;5dLNZn;6l=s62c|h#;aY4^ax#5>d)j1+;|1Lr%kH48v|_sGUhlZu|_- zp1gX};$Tr6{ZW>^WYJhgJ?w0EPk%jMzrKAx_zK_=<{9R>^a8Ex98l?~AWOfk3*rIPkB!^K;b9p2(z z$W`52w~Z ztKmsSR22`svWf#5>6IodK(x(oq}?XTSWb;# zc;Cq?iLxr}wywS4sul`Us%RZFce_ySApaY1V{cbq=~ W$QVo-^cuJZ9v)DX3`H5F@7xayUV;t) literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedMessageTypeException.class b/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedMessageTypeException.class new file mode 100644 index 0000000000000000000000000000000000000000..daf493d991eef1b2863aafbb1162d50ed56db765 GIT binary patch literal 1028 zcmah{&ref95dQYHyw*p7QUMDp{s84ybOF7AL_|!Q6f}ZddfL9OW!u+%WOv)(jlac{ zS5F!bhH&(cGR~t#nn>`lvoo_Zv){~ozkdJt3E%~m7}ka2%{Z=eQJ30T9>zv;c^t|k zr((@NXnA}jLnmuH(prky|8yj`FP<}C46D~y*i7nf>$=kYc_{{eU1{Yu7{=$z4bc%i z61vX!oKd>Iws62OQ;toYH>9f?p|s^f>)43|mgT##+igeD8bhYl1(rpYVY(T+NNL{a zw7Akv8Z9DT(n(FLLYqNA--U-VZ1xJg6GpTo1v1R_!+2Y5P}gf$0m~tWp#XyzX4vY_ z=|L}Fh2gdQDB6+RBJ9qzLl>JJVVcrVqd5#9A0UlUhO|3WmSLlO{YjXlh$=jUq_=p7B1IZ7v{bn99V3fN>>CPS$>HHKNuL_@ zF^xIWC%S>Si7~P$1zC*K`#k9x+6OYEcvv`>vsk42C3z?4w_6pYN+^~vS;7=<(~UbN d+{JVS%;FyISCFw7vv^>UwRmVTVBuTL`~kA@6(Rrt literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedServerException.class b/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedServerException.class new file mode 100644 index 0000000000000000000000000000000000000000..ea101a8e45f53e1f848763613f1841fd2c0d9867 GIT binary patch literal 1018 zcmah{OHWfl6#nM6+}6vZr2-aIe1P(bPC*l6szyXeniMpmY*t`<+Fou=O!K+Eib=^=}_Tf?t{xhYOd%-Y1Uu}x6;E~V` zzU_?Cjq<_{!%Q_c4c?TlW`xp~3$0@(5=NG9#crz;MP-IeTUtxJv&b?`w_+D5&70je zSK3LVMZ_yQ$!S$+GYIIra8HJeY)lyp|tDCvt1V-I-44VzVhsOByP42m{CmNMn>C?e>&qcv`)@r~e!X^`r1NXNJ); zQk&9=x^RL5y>>T63*aS!B?1hrMg9YoSS8Zx%M6c>4hw--^iIyvVc_LQ0xz2?9v!ZD zCH5*;@bli3S4tg!^3&OLe&G1C?q7l>teG`3#nXo^1B_sCpDiZoz&sc_{Ra*IpsD+*u8;o&|>p9=Ib zi8<0IP6KfjV`LEoS&Y;BJn0#l2Qs91SU8chSfu+Uc_-+%Yr9BQP^@6Gf+<|58#gMr ciRoQ1i(9z8i;TsX#T|>R#a)X53*TbqH<}6&GXMYp literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentFeature.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentFeature.class new file mode 100644 index 0000000000000000000000000000000000000000..0ee675831d1399a0f2a18434425a386e7f7ea3a8 GIT binary patch literal 2226 zcmbVNOH&(15dLN)R*R5e5jd9R*pXw0H(D9L2*MoKI1OTv7p-=worMZF zRenkisa$g-IiythmQ#LFDm}X^5d`JJR+VPDr~B*a>DT`K@1K7Gc#fA0Q^GbIo>wxxeoDb@RXqc70*H(iE=i1tPFLqBp!?gkfM77;W!M|L~kUnWv>@>Rr+7qhn8czR%LRVVSb`> z`+GyPv9sU1QtVqQ371p;-bUxHM4YF>th#~ayTS=8SuP*il#>VV${eLl>^c^y>4)*l zb&N9HZFm8N!8|x_ns#hdS@-E#c1@=65yOqz8>`lclmANiqG{3X4C7Zl^}Mz>m61Bd zH-kKGrEwDlh96z>q*x1|QrxwOl0h->imvC*hN9r)&?-iyQ1teT!Y-*sE``M}ODdD4 zxCTlW8(GK444MDCn!(-Z-cJ}FeL!QUa4&-_1_!`#pCK8%u_eRImAQ$1>h$GmG+Zd$ zS}hzI47tm7!7zIrW8G3^7+#O_^{o|%JrM}Hfj5s6H2An$m|DQV8g%}Xt++B#dk-1@ zX}6}*JkQhZR(CUqj#;kvrMbb=T&F*2aXq2$=Lw_h?Uuo&c$pK)j0921Ir^_}nr=xN6b>8SJ=(%K$ z&$F`j!`ZJ%GO87lddkq>p0al9>}Rf}llr|fJNr$`y=`eUw)x&11-LVPp7h4@TC;*0 zqBH-Pid>?hX7J-)Ti2Vw15ugIDs4*E#R4rg0*3xgyY7bHA%@$pk7$@TX^I}((x&cQ zKA*MJ&b`uZ=Uq@su6TQN*U&o6vW=tWuH|p3MpyOb)r7Mxd|UDH;jP%{_7xYVH@zdj zX06(erBQ6rr%DM)^=U$i_~*oN=vbm%qe%6WkR~@&dqlEKkBoY!D;vTWgv;^>*j)__ zBY`hTv`xFJ*ZfTG#wl)3P3P{MqBz~gr!#-xK?1*%jANNrb-9Kyydb(5VelF8>X*kj zCP=QRQA`qIg=mGy(cX1ogqZLJ1dn`A;43=gSPTJsB%PuNOz$93#Y`2mRg_@Tj&cfPN(@RE5|#e|$(v`i literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..68f2b9ca941412d26f9466eb58900160f75d6dbe GIT binary patch literal 925 zcmbVKO;1xn6g@MqUp%Umq6qk{D4>B?NQ?{Ah*guuq6ST4!op0;P=>zFkT>&)%Z8ug z%B?FC7pCdbA7#Ar>PO-ZH}}jvcg~&3J@@;MuipSX#4^J@p`xBK-AHt$b~fsmL`M5k zxRh|KvE|v<>PW^)%f-6s9|^6DE`l*s4#lyEVxhaytM;MnxFQ0E!ULt1d&Cedue8d@ zqYxs8B16s{D9doa`Cl(?GORB*d&bd6qQm2Uq_mTX7IE}c?u#^bb)&6I(vCC9wn%z1 z*<5Lb;Qr;A#m?X2`+insSUX)ehUwpeZRy0GaDx8C`^N!|lKa4X00Zk0|3UezMyI`X zhG)Y;HRN+VhJ(`RB$yixHh7IanJDqm$3m{eE5Xj$N^XJI^6y3`IpTOY z9E?5{3clF}^G_6F)9uQHVX3K1)K%^vZAZo)WTW*X@^wYVyl7?@>8F!pgIB%540lgq zLJ?OOCjNNOQ2l2w)_RWYt(!e+Jk_K{d71XxGI=Z7F)`Jq>4>-`66Nz>WVxZWOzN?) zR?a-9er%k-rW%r;%Zwl}+-yL&S} z@(KJ3eg&8jo$ch1@0|M=xs0L!>9@U_&@zO~&* zc9roi>ey68Pn7f-`D(lxZa4ISO0-e6PGX%}A1K|XPnGO#q_(ejRqASs6$k-3^Rx|q zZ07lsi}w1xNE@$GBa>*&8s28oYir`(K~h0cpxCZm7no}A$-aydX}ZzFojuj@tz5Mz z&}@%zdsppb-EWkayV6VkCZ5pWk@TDUo{FT%(!Zymc^r@7=?TV0g$^IfcdLqb@!l8;I4>|;9}PtnXK`^HB}@yHLP&x3n=D3PqSmpTSrvv?U}jWG z0w=ZU+kLf}xdUZ(1+LVGXMAq>N}$%ZX*b$aekYaMxJVjfeZDjt5*f!&(;t5rMD{u^$A!E`{%OkeEej&F*r4 zr`on7lP#I*0OO-T1jaUX*W}Nhz{PJfzEV9Eo4$6M>eYYXXK#*bH)JY%iVxhs%&M_5 zDqTyYbBd#Q>YfQNj5gt!dTKcgugSm1)RuFnG~pid=jCf z`ILBUmh*??(mv_lSkm=yE-e~-Yg{f=LUSfgLg~o4)e!`9C)DL2u8`%CGV;Y|_ zZGkUo5qOP!ji38zu^4l_nAqktql%N; m)Vv+YsX!(jGoNxegPTnH);5YUK8x{rj4#lNv4rIqD}Ms{(emB^ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..a902ddbc3a6c14f17ffc792a3fd69c6274df3f97 GIT binary patch literal 1769 zcmcgsOH&g;5dLNph=d>^Di0MzSuq62f^Q9=F=Dw@K`pVkaGE4TGGsHG%5G8|`AJ$O zT6(ZN`)B+ImOUH66reen@-W>!Gu=J?_@=-8`1}RHDxNUpxwNXTTef&vDBrV+ZbMi* zg8NP4Sv#vwU&*>~q!Ol7zGxIh-Ouijkk4=AxZ{}1W`(PgBh2Lp7z4TUNn3kzn?9L& z)^4k21-6PiR?by)+T^};m0hbl5ri1h`7TyZMWI>V5I!$)pJy1@4nyKteCeuB7fuK; zzLOwnd9)O*8bg0OO4<||a$Kf$+Ua)MX`OcZSK8@gZvT`vxm=M-`fCi8WH0KNIi(1l z)ym9mF?{+jPpvHWBB3K-WY&V%`~8aa%q52PUU<*Ma2^*1U|^JCCfU7sF^ph5iZCV^ z!a5X&7rhANcbW`?X3-^33yp4u>25(W3`x~;t75b1)rBfC%qH`@yu~ettFra7uq%pw zX71z>fv+LFrbCENoV<CN(ZPs4zx%&9tpaC}j$#oOL&Q8R)yQE#IwpxxYth7jp$XH3 z3d5>ept)r1Ni7j%!#TGkbg|tcceZ##@`5AYXu>eCDa$GtnG7*oDbdI|-17thYj#t3!xA+rtfPoScN2)mHQwn2 zx{pK+S|dmh&yciAT*o??nm@o;YT+X;zN0O}3eoBI6)xd2?MNwb#R6#(Q)IeIvVn8t z@Cs?Oz~wqw=|?8DOEZ;vk7QzQ{{Tsn##rhr=09NREh)4g8Eq>cJu-=9iknJ@HPX>> zE)oaE13k?j(Jri;gvTTqh#*V+IZ1sa_j^RnY!h-Zfao^e3~Cb7WXQu=410*`DLt literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1.class new file mode 100644 index 0000000000000000000000000000000000000000..aad7b537977dfbc92ee758cfec4c4bd44f41dd9c GIT binary patch literal 3871 zcmds3TT@$A6#jOA9&#G4w$+GjqfHA0XbOd10Pz{B|zf0%@7i7c-Ny*WP>Wwb%OA+TY&4{r$s_ z0Inb}FsvEDRohMlwUll-*9M(XbqyGS+m{uyns+IeI3kuQ}l*3bEMu zux6V6UIjv+c}2@>K~u9*!O6smo^%w{2wbdYep#~?O+6FbZtYreOhKK%p&`REoT~yi zI%3uAM9Xds+mzOw!Pu(p(Ba@pJ{?@jSxLvRt!!|#B%L4ZoD=x{U^a(lW=4ys3|@Vn z{h^*M<({gZ?}b1)h@Ns3Oo^Ryh<`RH=L{>S$$*A76=sPNz3PhXP5}pHs4ZKGD;XC! zTh*@$L_JV(*bNsv0*b%rwt%nf;(kDT(1<3vtXZI@qjSy!1+6M-@sdETvutDqB2^uE z!3rE?v6P)kS5Is;$jjmEgZN-)CBgz9{b&1CWO&d0{|)>~8I?!*Re?HFOX#M6hC#NT8XQC64+ws}>RAgc#G9qxKV-KJ`2%t+vC%Ofi zN*hfV{F3I*3N$*)8T;;}HL4jV$y4BHN2R;+2%JN&iXi#~x(~u?3i`PTeJ=4(G`(he za6vjXfQters*|3A%S6(!^7blyyS|5SmEKm4>

uh7KcyD*}g0K1fDV@TNe0bRs?z zo*0e@G?bHGpeql;c-xJ)Ff4F#i?^btsi!nE?r4r4S(jH0nN9(h2a~*Oe2(pFm(`Hg z+kFXriIiGFKzehUR^Mc33-%CXONt=n*B@WvNcQeeLcLI5^ zfeW@S3CY&w({tdvxP*#=nXT&DXJZAtXF^rM+kL0(xKRZjl*?nEyJVYs)orTfsJz8K zK~(T z#>c}`YNa`KtniRh194wj8dbY|y}mtE4-necdu035&)-YaeZD1aRc9pXHago3W0Z4a zjv9!my{CG+FAemEdMWjVE)5K*fru*LjvFbf@Ob3|W7u9~Y^^by)G?=J3@u^mGxEbz zLWW7Mj%#bBep8I^tBG7Xp=U}Xo~UK%nPF4QW_3POnj%)xw6i1-W_{US6i|zpjvCV5 zk-Y#G@J{D=7SsBiku|t)*s^Rg8?mRww$fbG%2&+tj&SjnM8bxvxmmuwD6g`HTzHp# zKB_kR^Be;St)8t(Da=+@TT`Ix2^s?3PtX#0iX-1}NFdFxuQ-jPIL00oOXj5{4ZBJk zxzU1`@k-IGctlrJYTxhv1#S0ms{3cOh3dWak8!fq_whZndh6#4^5PSme1OJhXqyjo zKgFq{QhP}G4m}}vVZqn5GcUL1Pw;<~|EQM==L3(?@GUM)ux$y|_JrzcE*$dKdh5Ep z+^UwAzsJ>D%zNGU(d>0Ul(TY~SGkEt7%qw}rTo?`4LTC9P^Zytx*H|V)rflI-x zf}0$ac(nl=I1P2jxPn^F@C%&ZfP3ex*qW8%2I_Xs)9B`E*xcj{EeyH-z=G>fST#3s zhwZ2Af6n#`{=anng|FC`S(#=67l?l`D+^p3!#L5gI5I&$>u`rIPvSW9z${=2H<+0| ztZ?NGuDy&T;?z^{8GA*&V!?R1VvTEBsV_?f%qfE}w0HQe#UhrFq2xjeS+@TZHh{xe pP7uTQSPQpqp(cv=qgaUI1Kf_{LugSXkfTl`b(Z-zZb4+R@((_9XNmv- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..8ecdaffa28b279a0984a6564b72245c2fc0cfd9f GIT binary patch literal 1749 zcmcIkOH&g;5dLNph=c$kDi0Mzi5LRxf^Q8V0kPZ?A0-wSPLs_LhHPdryPM+3PtsDf z%7dj>f0SjAZhuu z6s;OVXA>oD9EK$>O&zn@jM>yNn}1?9Pq;lZX7V>Ll?)acL~gC!3>MA^|9GAXlN$^l z|NlGlGi`@*)C`5i2z6($E&c2)!*biM3n^T{#V!~aU>MJ}&RGim7)m0JVTQQI!SK9o z6n_I`=*~JGwXo2=%rMpp5krqu4X-NJLw{GOGQ&h}ZHG6w<#JWAUX^x)6BH&-A5pi} zg&(@q-JhO<)83p0rsSPY5mVXpcQ3vz657_|ls2pF0$ zO(-+0ss$QD#-7v?b!&Wu!0Bvz4tFw%^9q-7g?6MAxnhwtf>APEAlblq za(I=rS>$q+tn?!z+GRGM|Abs-a{mB1k_K7+JElHk_B|;y9~o#WA3ZXHIl@h;!y@Tu zoHN9Mp-4~j$Fz&iHla_B zKKkUF%8buAqc6ySsLUwnn}3UcgY~=lRob*^dGN)|Wbe7Z&OPTl=YIG6_0O-r0XT<( zzy;k5FF8&otY-|{&4trW)(FoVx|?Sk(_(V;y18OlrfmdG+cmOjW5tclQ%E>-Mlhm4 z2(&Hg1wCx(b|yTLS~SwGf(C)Xdb$^Md(JYl;i{_3r2z#^0((YG+jP$h+~^*!r$nn5 zH0n@Vb%)279G9ks7Yobb`MjNWO~=lK$I8;F;ht%Mzh6z~$mHZ$36J6PJLw`wy%e+ ztX$wkUE69<^+Cm6FFf!GD8Z8H0)dK&+kx#v3tHv2Hi3rjo@pNxbf{>=YXXh#f|(Pz zSl5u<;=K$E4X z3`;<0KD>oPUUcGc!)Ig+0i(XRyE&_Rhqi^em?&?nJoX(1H*4hbmMhRvi@py*9Fyi9 z7w9S9{Fk(nuCk_`Gt;>+Q@Si(B{y{o9LyN*=)}#5sYxvnzmuFwUXLd(#V-l$@7@Ap zA42F=(StsL*789&i*`wMCj?sDg{*UL!XDF2i_9r-pu5&wc>_)&q9Tj|fxdb{+k6ET z4Dt}#T&5yzdByVKv@~i6?+P5Q&wC2a5=ql8I7_tc$`-cOT3b7^B{0Jn*^4O73G6M~ zAPGsqdjic`A~_jLjK&4_Rqj@it$c{#q8Ar1DsW_-wlvE!GP;#?b=Qcm%6EoDr-0kT zY2C5{t`q2z*|2PM1yaU5U#dV?$)~QsJ=0wXRAb+a_cw(gDdV3ZAxaX`RE*(@fX^uK zd8@MGxw>Su6MG1B1|_ML@6w(8z@Visr{;7iofL=!&7dCamxlK5=AHy2gfy6T7->TS z@e<)y{oME_kP7#4!}=p3*}8IlhU=x<4!$XvTu-rW4p+dpCR!K4%}KrCWfl0Lk|W!^ zCoe6pd&~~b?8HAclv{fd&J*eOinZ4aSD({eonxNmLIY{iBR@iZ$e3bD3ao}atEQBg z3BC0~u_-kaq)B~bvQ34T4+fe!vuXK>B{F5GVwwc9xYgFJaMH=McDrPx@|pOmYmgTm zn>IHUbSqC%_%nGec3rJir(P{qRB9+0s7PaKZy*xbV(BaRwO*7|3&3E6dItjY`jSC6 z)R!2o>cbf4uDWVyT#X!!^qm@lrp zO+959lk&rRLXt@@UDH>}{nl|-Sc&{{%E*>Se41?=*-=Z+rF4WBOneebqB4@+X)+Vbj z%1g{14?bX@WmUC5!!eN4n%P>EVr*rewT611U|*>33ED$XvHwR72`uv)C{5!44zkCE zW%W{$iaq6nylBVkc%!6NJfbNoS3l@`fzJCl+V>ot(Pn@1V;t!Se0m=p{^psYJof}g zzC+71bk2nOp5ka}QCC#?8U0ajal`l2Gb4}YPw;<$f6dPYr$Udh?q}aCpdZY8df6 z$E@cC?1o#o%k~TQzhe6}|KE82z_;wnsN7@#XNi9)Dzn@>j%!56=178eHsLN!p1>i- zfl#r7`0jhMqcvXnf? xAjkIqKm~B=$YBEbArs;DZ8T{3NW-j#k8wxCC(t#dkms5fu36yUybY1V;=d)6YBT@< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..4915e7fac53d29b284a742463ba6ff959020c1d0 GIT binary patch literal 1813 zcmcgs-A@xi5dUpksFWh5DjzC{a$+fP2Yzb-EfvEVjA9KhJZ;;hEWPew@2=sIKS>kO z#0O*In}3vX_9{q#(3i%Cotd4TnVs)nzrTG4u!v=bbuO)%>sBpZ70UOlvfB{Wmf(Is zIB(}Q_pRI&j#R>s$`_5Y*!4s9ve+Wwg5!FkV$2)cTvZ%l%*VkP$fi#!+MFBsr0ZEb z&AJsDP~5Q!t|D&0ed#K@zU#yhWiZ#;XuS}np!!<)yuy8+V_;hh=@U+xHJ=`wC=gjE zLelZ*C^~h9?v|HyDKo5cY3kU`R_vyZ-TWK7dBW_uv6I~esieQeP|vJ&Dxf?CeuQgiP__i05ijGZ3I<2@KhHk_l* z?2tHS7(Sfe(X9b)SSMGI_Dbye?T6;9R9u9az$`3=xN(@Xfy2TaTR4$=lNJji8ZZqg zL#(C=T3?YpsVVB>Si!9bopra&oekcQyyS@Y8Zh(}WmSdil_6;>B^m{Xd!C?n>t9i2 z+NM(J9k=aLr4vOrpoRNVYR!>%0WHnC*pQwiQ+cIaKU|<5=BQ#Z?L`W@tUxNIyPr7F z1tl1vGk`SV98rsewXeO|=>rU9XTIXfjf6r|ETl#;MyiWMM{tP@ z-XLifnp`0*{mG~{X=JmXkx5VOA0R{25X=6+^cT#1B!Si^gDv5sPew6MepBkOL^9gX zS;D|@D5vo=y2W&n@SLa!;>Z(TC8~?)ZjZo)O=@BEAhAg=y&5Dn=<{$9{T@=dOHSU~ UMAXK88xL$e#3LJz@x;c{Kg$9D6aWAK literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1.class new file mode 100644 index 0000000000000000000000000000000000000000..152d43beaa33633b45840946e4f64751fca4eb8a GIT binary patch literal 3930 zcmds3+fy4=82_ClbjdbcZL2A^jW#V1peeM}Hqa`CU{me{s93RXk|iuGyO3;Bo*aGj z$v3q#KGzw2sh!rUo$>Oj|B8Qu_&d393xvTLU(8JQeCM3+eE0J^-yeVf{0o4a$P3)j zjPQzWr^8xWx14M^X=n8CqOLhPjsvj)xjJdA>84@nLBn$NOj2KS3d^_kMKTYXc2-XX zyA=q5#$_$9g-y*$hbI!tdeTwg7U-*{V@b18rk)A!6?vz)uAoNXSifNz&Mkqdw$W;` zVrBaVZBiRf-{^|%(DLwdel@(9vyzTsTiNh%iMrC)J}2vU!7BnDXUWJ4+^uTJQL3l;B_P-# zm0*@JtgMmDhFR(*a)gN0CU7dPJA)I`6SFh1@#us2Y88Rc{R>3Qtp@wdhl8;Gy9x1-5cui+A^=ATINtCO%4Vim4dJT>+n-=i^sGV1b)e zLFzCx5oifYuq)lE2f3cBrnZ_$X_C4ua3g30wP2StwCgDMCD_f-64IG*T?S+aAaD7* z`>7yA))n4>^4lTNynK!R)l*#xk%F1+QaeDo0zN^Js*&7V+`ArJf$z$-a=?4DgT1Pn z!xC0jbATfiP+WN-ZZXnLWieyAqop)Q?siiNrBTuv;*2RA9U0bB=;Pb?DU58L@piOaCG9NZPE6c zyk_PI5`V_W1}4=?aq38+;Zj5KK$#j=I|AK-eOQm+U)9c&@_Pb{+KNth)E!8-<;yVl zMjSOXs&=36?!4Z6HPTJ0Cvv^FR}Do~0dL$$TZNXFEyQ7x3-iBZrv%huV22GU z@5Fvl7VuB!*x9Y>b4J#n-T}+933^NbCAO6IVphIlm(PcbeHF1BuEs{$t&v_~HM#H} z=WN5a=JQ+wv96Y*Nos(jth4$XF6DDJj@h zQshMwUd3xgvEnIBQOW(d^LMm7!uihM&=RTj*FM9!=D^2~(Cn|BFVLyyIQI?eU!r9` z)cFGEi%hK%yo#8Lot$q3#Dw zKUH}s`6t}+VBYV2j7GoriQJXP{K`E%#n6+N7@lvw^8zEkQlc9czj+*M-K6DS1ug}% z3hr@H#;XO`#099k))jcT!!K}U6W-msVtZGTo2c2nPoZ09W&x9!VrF`< z%#%|*djmvH$=8 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..308928e7aaefa53a5b759f9fa80f01dc1739641f GIT binary patch literal 1778 zcmcgs-A@xi5dUpksFWh5DjzC{a$+fP2Yzb-t$f5wAQ&;c@U(50cIkDm>D@Iv@+WB` znrLEt_Kz~oUIh`*KG^uMv$L}^v-9!W`S$(O7XXWR!LY%lRdwC6#mhqZo>g=k!rB$w z4`|QZc`bb<>%x&r7*hG7Q51DQ6t77oy^1Iq^G1cMk|T`yI2Z%@^GRL1as!|2JZrC6 zvqEFV9c$TDBn`MPU1itmP8?ANbG?n#iYNr-4dL?=_j!(i?J}fK1!z`%x^SXEWSkgD z%cG@e)fl>4QPQEvu)?LO^EO*~n>ugvXWr&1w|~r=d@fKC{3QmNS?@$8bLW)dWW91z z+YF!o&sz(#9ZBgJ9J!@1`fk4>J!6hxtt0MpNnFO29z-z6Fp+6rza$1QoIngC3^5%G z!)8Y!`IRU`uTgXf+CpQTVZ2>b41H2H-Ky9Myt+^&hRMwO9&d8X;i_zH7WPEZ&rO{b z5ds^+3mn3I`s{5IH*rgsW`d#1;RWFk`0XTaV^T}+L=R{TFpQo3dM7a#M>hN~|2`+; zm|;+VM{nzsHmu)9j1EWa`|W?nc{R8QGl5xH3~}SASOZ5LIWbWpwI)ptL^NTVP-$3I zGc=zf`%-fR+t{*O61v=OkvrSGA$h?OZ!}@(*^*@y&Q6A;t(0giJKXaGVXS{u6&=@; zN)NG$OD#@pxdBbnHK{E}UI#Q4Yhqh^l3eALa{X{ZdYGeD#dH)Y=zapJl!iP>pgT!4 zLTdnN+H=G$(yn9e%}yU;C_D2JSKrZ*VS(s)>k8L!olc|_x?&+WiZL=>BtC*mfjI=;)YoEE2ckS?ky>_9vN&YA3rjRd5W7#hb7X{an8~X z42ODpe@3U6ZW5jo7eO3(+FugaMSQnM`jcMPCZ` zC=ddTt6E+Qo0^plPbF9Nl%v2c&|gjeie@dDdM3O_-Hqa)f*OHigFM3-61deqUQJQF zY}klRY10`PU$Y&W9A3?@hnI6!$}wy!8;+Hv%L5(r0)M`o&cWH)SP_?jp?}gp*uAs3 zyQ<{}LQwXiyX*#|V&@!&ARCr*hLzK#M}yl7<_Htb>Kxx61P)4HYlEpGG6EN?+Eam~ z4=Rp(;et;<2^P&22$U^53}7GX(IB@q3b@-l=6z7mtipp=1U$})krjwlHRPzdH^3|@ zTV+*`XjQDs4jlsZKu0CC0uTPX11n;CpaB!rZpBd{EJan`)!jYndE2+=P^=5-a#rQhZ!)|YJ)1Kff#%8(_z=W-Y2pQej?$gqrIm!0 zF|4eS%7&TPC2@?*)Glx;tve%AGgEW3@yY1j#9U%JIyo906*$p;0MtH&(5a#WT>=fI zgJueLNp%+m>YbI0eSgY|X@*Je6gb&lX|B8nm(Zgkj9!7RYQfuo5fxnFA+)(fLhiF$X={+y1z&GU#Ipj^*wfx_QseHyE zUR1Dda18AqE^bZv!oHmeZ^i9P>Z0(45{zLK?n=@ zXL2mr*7bQKYw+A*%d*LD1fLpPN^@~5Uop#Ox)5&=h)(6W?)2V4dGUaT+IaiajnYsh5&e>?$4PMH61d zYelu<2~APC`ccd z0&L+t)IH-0Je=VdxV#1L-dV9TE5$9;?4765?cK0>$OUQ`bhTp96@cZwjeBfAW&d-w zU-18>>ny%vUq)qy0bC^h#i%TD?>Huij>VBl+F65pG$h`1)s53TvtpOKX+_!PczrcQ~_g3=L_vUemz*iGBT80NF&Sk|3U|F=*$^{_yLpQ j&Kg_QA%7ot>SXnf=Yj&bRNMz5rOn3x*9Yt%~cGEnXHX@U5cj32RsI zpiX<<&THu_Srd*_!jLKuUQyJ7Q2e^CRz1)4j5%YEtCAy(xi}aD`3p#0yK?IR+4u|mw3Q)3~ZMneFmUe3FyL!0+D%Q zBrTtoqE%(+Y@(z?kzs{PQ^##K<2H5N=FhmzGj9JFH~CzUN(M^|GPB-}Oy({~!|8nG zCbt3^T+u z7KY8XAo&$2L$^_MskMdfafY#0s2F;rYPc1#RrhN`l^7;6>-)UHEr+YJwOQB~#UM9% zUPK+}3BT@8->1*tCUFb5b!x^LIvidQ4mH1>#2rj%>D}ldjRA(y^Iz|D&&81q|I5G6 zi8!Vi)Ze?e`AI$Nw-KY^h=ZW@@3<%jy)YA)fyEFvj+51YT#-`~B~oqB{m>E!0cO6Xg)H~R6coR1apL&Qimnd(Ku&l z2ZlmDy+5Nma_0N0Qg z7}bpMnr)}UT3WZ9Y&d0S^zgE-IXSk&@nJbSZEWbKVd+7`a`a3}-*5`UGdU}o$=I1- zuL2>^ysG83u&G(;@KkbDPdN(Q0t2=5uV~hisb|7_)ZHi!DyS1UGGthWb6wz8$9OG8 z@v>nfHlV*qF0VP;8S0GTf>>z-BXhf6T)-2%e=$!XKL8}T6UJ>v(D@IlzR@0Ef=H4K) zq->Q{JEAqQE<1Dp)PtRs&k;&w*GM(&bH+N594JX7p^%bOc%}L*PRYXQhef1UgH1ewS7f zR>rWhMk*U-Vwc1*GE;}ZiL~yFOwCNq&BiCAcN24o>FDHWbX4G2M-`}j2%$?wC%Ofi zN(app?2_uv3p6?_8TSDJrBVI3B5NXuhF)fRcx!YwsNE@FoPI6iU_U=94*-(*+{|Lq@DO= zVs?0PBr4EQzF-Ba@?jY7dhrfM1Wxa8R@^l8v}Pt8&C#Qq@}(imDd6^SN;A!XV+Y!0 zHmvLIfuz37w<^$H^r<~?-*8p}+p(|5d;3C=knvBG4J8%DRm5;pz^CW=z?Jw`AX1Z( zYVwCbTTt>^=`!8T^<6Tx_2iN!r3(W6K_jRId!&^;hrKAlUSdk-W~g{|Zs!&E-w z052+7xAG2LC&n#hH50m{EoqL%G1q$DO_p@YkB}b{rdX2#%OKaLAtmNPSFKCGFEJFP z$WtV-Dpi*cI_k-Z`?j24BT@wX|+hd}BgVNgM-7du zy=Qv62l_8XdMWiq2KxKeP*fH0CXBRIs9;%ZjMz(bu65idfy`?eLra?ato-n%kY`eB z6WT_p-!#q&YcjW<)H9_KU)-|v%!sLFvpOr5rl^%N?JQ}8abK~Q1k@s^F+=J*Rt;eR zKMQ5YSl8!`tif}KEz2gq5qxTFE6v5Ne8ntZ3Kt6|(l%Vp&9V%myv8hY;eGa5Uv2jn zI0n*MJzJB~Fk6{#O`)!5Xb5#bLrds6j(x`=fpvZZ#c3SJ3HG?Kq+Uu=v8!~D7cF=d zuNBpbCp1On>POwbq3t2gbpMLBNWH)QDNeTr9y~;=zkZ=0FFnKQuhIAdZ4069=QvYb z)E-fOKu^S5*zhg&EXbqz6Z{|NKkny(i=n4z_#Ok3Y+E9po=Bbh@)5tsU)Sa5Q66gk z5!XFf@OvMj+3$TUXXQ4(avM)D`uGK63#~VvW9%1dbi?8|k0b3{wA`z}rC?6MZ4OGj z+JG&bg}P^4frm5v0vEU7-8(CGW~I1=y1nyMy1g4V4>?B-L$1qMbX|evzKwfqKV|=O zwqNl7rE36Ru`i=C!vHQ4|6)`Yxpy2BM91RDB<-xjJ(@g)lZ*qSfN9)fWcskmowvC6 zDpE*ror2HUE3PXhjGsF;xTlrtWvYNNrSpaM9={$eVHp`pE~JrV`+uPWICSO|LHvNp kaOV!(aeNrZVjLggZX6#&izA5~*EDj?3jf9(h%8qB21lrB_W%F@ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeAgentStarted$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeAgentStarted$1.class new file mode 100644 index 0000000000000000000000000000000000000000..d5b245a29898641a24b9f967c89b489f694b8a09 GIT binary patch literal 2189 zcmbtVZEqVz5Prr^bB*IRFO)Q;5CSz|$4xISFDN=%%f)F3j=Dcw>w)Z06 zI_f{*pTH-if9c8rewQwm<}(uWt?x z->)2qBVo6NZrWSB2hugULR3{52fr_Lqb<936zz+_N{%pl62-yM{+XqJ-d#|Tmqde`~n?vbNF0(`U@nyU6tN$t1e>p9A%=S~0uZN803c1zL z6}~2~XZTKhJJ_dmPXt~u$k5kqcAgJpqm&o={#vO4yM*QN$XVefF^%LDVz@+zr!zZA zT*OQQ7cfhhF#F0UJRBR_|4Jji)5*}aR(h=6Fh3%k<-(B8pedJ$(n9#|oM`V4|8+aFV!&H>Rx9e@afC1~_O8;ta(&x579Sc5 zZxI%n(v-HIY;D(_YWdsRcI|Pwx>4RBTuGk_^fs0gSi(Dm>5=@jaD#Bssn+VnYN<@P z6q46Z-Xz|``%_5a1A^raih*$VoEgE$Dc9>9wq;N!BUwKZ@n|J+8vYQvb4Fq0&*#c3 zrAzc;3+(A!=;)BZ&P_fR3=|9?P%9APy!ccF(i$N*O*M7@sp3vl@)}$X^A*n(?H$oo zVz({p!N7^dkCfYbBo2q)GZpTf)m~>;c88jzqqXdo+QRoG_p_O@cH5q>bdwp~_Zoym z&Fk^gx2Xbq*Pisa=XT_d@)ZLVwf0QE|N2G4wY_KMVJjy&Tv6WkF-Tnq~2Wt*)I~@Cm4nD%i H4nBDflhcb% literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..e6adef8ed03a790ddda180a1dcabf3ae0c54b624 GIT binary patch literal 1778 zcmcgs-A@xi5dZD9P$>mURX$V{rD7@21HZL^mICpT5{wvLc-pp0S$f@TdUp+v{7IUK zCYl(Z{R{kSjI&ok1hfw}KJ3iw?#%3OK6bu-|M(feB9cv|L(>R*j*%g_1TUh7~R|I_^v>?u?E*^E2+uDYt)&n|v-vCA}pEnJRQ5li739 za57)nsV#<2|L3iR*^Y#C+#K1Z0DZT&E8XNA!&*n&XJfd8%RMkK#4wR+pT8IeF%m@> zqYPnnd)Y?M#IKy~5R1AGmHJz&1^xe8pWroRAVUIVtX>(OEH;Q|r z#75i3nyG)Ze?e^+_A%ZzD#-5&K^I-*H|J`jLrZ7A8X^d6cZdql%oEC`PSGlLLk( zOcP2Ct7?Jfld&(gL~R?+J7uBM?UcB^#T$|rZSh(YhMrAXQNiqFh*?UBM&9PGE2zf? zR#nM%T&eUB+jXeK(M`vvX}Tu0<>)J)reaNONmr7qoKlV#Oh^}VRI0E>5r?iP5RdDY zrxWN(5;bTIB0)S$(jswGV6K5>p3LKNu<#I%EIh^&3r~LlNrCUB literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1.class new file mode 100644 index 0000000000000000000000000000000000000000..ac4ae838b49a430ccb9d6e90723df7f3e472cc86 GIT binary patch literal 3886 zcmds3TT@$A6#jMsJ>)c8ZL1O6Mw=E0&=guK4Tw@mY)ZJ402M3NLpX#3hjVChlJeB? z)hFN7&iGs%pK7PIYG=GWIpZHte}aEP{B|zf5+ZfR7c-Ny*WP>Wwb%9A>({@&{{g@o z$O(*UMrh5pQz0#-TTUjFw9|TMS=XE_$KlwpT%9sDbknf(fMGd$I;n3sSM_D`#pB~6 znrQ}l6bON)RV}B5OwCG#CKp%rq@%zs&|gjdie@dDdOEa6+_l1@f?9zigN9`|LjpJ2 z%wAGWkJ6zP-|+7x+x%H zUc7>n9<<_=`$GbUfKlDt!``=DMhE&jpDwSey!thUH?3!~rX$c&9s(}{I4e~=C(uzW z{#{auTxr9~7|BeCiCrYe2vO|-fultoBrGX- zQ=l$3k(e2t7>NkfmkKP8SzZj|st0djMBwxec*RUpPibbt(HuRpDW4p|odO;YCHds| z9oyd~vteCt^DpKfBY#`LrZ)dw!&&if$G#44?+Zaf#y>?^lu#5?5yf=@ub$&ew~dYA zs*qF_KLlC>64#2wbUWL7$<)>tmo!OT5ayEahIU3ho>p3@3(j`Aaeh8RiO%m*fT$_fZmhq z5)*z&j1Nz#<>J(_d{3nY6aEqvRXhDX{tB$mVcSk;vZoCU^iX!Me_318X^OfF)VA%2 za&OF0gK@RzOix#T-=%O5sorpZU!NL`r~;mZk+SlwEPIU+dx^%i#BBn|oR&7UMN^-V zA65!+Cb>4QZ4~E?akg3$+4V&|U0m_TEK5(1m|7;IvtwzDSV_~)5JnjH6?;iQEjTr5 zNO{L9d04vKlN;Jw3^WfR}%d`fIB?!~NJ*)CrS7aJzRHe5|jvJE4>#w>E- z9nRTbZO`Yq2Etk$N0ZbrN11Pp!OkbB4|Y94bMPsSea$6-b$v1!pgVk4tw$kzM`CYc{P86|Kt3}d}O#7e2n^U&_BVkIb72nu618N;;Zr1 zcKUc#4JChvp&HElJP*+1^E{Nh@|aJ#iANZH_zcncmTONj_9G>_Vey;8k+v;r?or@U zFstAu7p1>ifi0Ycx@TQM4R`njE^fiIcUSD}N^%Red-o}H`!sA`a*h%PUB6+$^*b#0 zP2A!55$B(9{FMLCTz}wm&Sg}l8NdblzYvuLo{eLi-m$ncK|O16hbm9vB;&v+U~&#@<=G!)*|QO(gffRzd6@2=neLviAJad6e*Feu4I2zExHRjoTQhl0DBm+}w}2W@nMHgwR&@1Tvp+@2jYIb4-W`s)nUY^moQ=FdpL$xP+v zw;2xq!$Ye}y$5sL5c%~GcfY?Yz05L0v3KA3Brf3M03sM;n9X)iTN0y~NFatuhL{Gz zQ0g7VpAZ=aGqy{OEObXR%yfgqFeFvmt&6R|YYJ6in9G*-c$=FJS2go>c~97We*W|k zwOmVhfkR!MK7E_SHC)$unPup6cv(2q>Q)jrFsDy%Mi1!6GfbcUXeawDj$HUVdK?LH zEHbqI-L9Sg*fRAH>5P-jePIW_(0IhY-~CIRm4sm!2`s^6h-Z$nHF{K%69XjDXw#rT zL=&b7<%ZR@K;tN~FSSG+8!Hkzop0CX&NgpJUUtMgO&A8YWKD&0k|Aj+C0a#?d!C>U z8`)I0<9br*nYHUujT2jLK$G*C)RvQP0~&%2u`NAGt_n)IemD?4EK{vw8bu1apg=06 z8=g*}OGz|BYZPhXd6L$MYpjF0g+q+z7Qf)qN7^#15}oN>;WDn!j+8=IER?1&O{Qxk zM{u4TUL|c7y4)ly{m7JdnaSloA)B5*I7F7DahCgzh0j?2Knk5l#yZN!k4#~Oa8v5A zPC6Rr5^-Q6)YJSi?P9t}ctTPHaTJI@C#jF*evinx9co?-AhAO?gPJ5Y8S*fU5f3Tc YB9OOt5Vdf}!d(mZaNoiMJhbrW7ftW#g8%>k literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1.class new file mode 100644 index 0000000000000000000000000000000000000000..a63680d489bbd86d49af17e8f33e15557e54bc3c GIT binary patch literal 3883 zcmds3TT@$A6#jMyJ>)c$OD`I+ZM12D08OE#wt=D)f=#)W02M3NlW+(J4(HJ1B<0C* zeDldSwKG1~vHDOutyMeYWyUA}i+@4-C~VdpNzXz0%17pZ>R(Rz!MNC2m%$lLPs&5La2#uL;ze zT3j~;MAVDdangepoT~YRz#*_y-QELTR;r{uJ)O&zH&ovHCIg(((;3qdXs!%^7Xh4= z`kfPKFVz1Qsf4YRVWo{kI>fv#kfVgCHh~jK-5Hvko}8VDPDJj;W@A&4iQ&kwz_GSn zoa{vq9V*(sw>Oj0=iX%&?C@UEo?jM zP{Ac$LY)hM6kS_4y|^ru>cv|Er>di$f~)kTVP)-A>UMJ%-72-MT-ntzeds@oFs=z4 zF6bapNx|C!bt$CYT{r3%L*p+zf=%!Nx37fIj zr7O1JZpqT^PXht5o(IZrg#_(l0rgi)xc#hCFjLO5J#JUPHz!=xi97Rp+Y>ABeKAe; zcvrTtSG{IGYxcvS3gE3Qh5`Dzsi^L_?r4jeqjAl(maQRHy5vX54`EZRN`j4%Yr~Kf zlcA$pFm_~zf`q_PqS?+S%nKcLM8+Nb=T`}r!J=-`mASK)W`<&RhK<~?9?v8r8;(wJ zv@I%Ko7Kz=k>StS_~4XUDNY^DHCJjd<}XqsYKOnuzYFV27*=ji%FSS)n}U1%OWLYV zJJc<>Rx)CQd!vpT98y)f2wb+p7j6s(>eEB&}R4%Wh+ceU^MZY+}fq zmNK-ssn5s{YlTpgSRL2a3-g9CHd_;!wYZ)ttaziArKg5WEuGfcvou7kglVUVB#ij7 zy(pmOJvw4YdB=8huYhkl!-`zf=Zv($dj~DcCdAS6l-N?(i(1)=T|O2rwoF8BxEdQ} zBSw0a`QyTSoU_9!&F8rWB3m6tlhhzbnQ0Bdj%TP3c0NN>@HvkCz$Jk-e*O7v9LEXH z$XF0BDJj@hxX6PhynFYW@WO$N7)?$Z#?E6!kyi$^^%zu)8Z< zTXXr4&+V)2@bM})CI5^8H|BkwhiLS99?M;M%%|MO6AV9ofsy&<8_zNN8zt7j;x~&! zt((-`qrjzLR>5s9N`JKgn>Y(~+qwcbclZS^Zo;#DSCn@pxry5C`xII_4V#yoqlA9f zw^(pJf>m=H_c(sW`4=3&+fa=f->dy0M5Qq)54t yM4IFO0t?{Kl2i2H`^2T?3U@geR;@e#Br;>eKa2zi$IH|{{BvGOky$8S0S literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyFinished$2.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyFinished$2.class new file mode 100644 index 0000000000000000000000000000000000000000..05b8a45c22d89c0a5d20f57df751c10530ac4e3f GIT binary patch literal 2204 zcmbtVZF5pb6n++Bt|4e%YGY#Cm?~Nb#+#BR!BOXe&}p28?xcDH^W^R z{SE!t{)T?(7wxpumk<2`{ZUTOg^Pm_aB7BOckkKVbDr~@m;LwU-~Rx(ha$s6F3pDL z)lFU(O8chcwS;*fxNg&&vvYy;u{;*8R3agj7A;2{>xyo1E$YvTQc3?%)Dl|;7=xRs z7JFCkmX3Ibn=V&%b7%iZINHjNib|7=A97W5Mavwv^<__PG0YF!FfhenokFRBX@={T~ril1va89Z=50H_e5brKIKo`=ZlxMq`jYN-KhPD2caW2L&i}(y8IL8o8ruO1E zi@6xiV4h)0A4;FWp6K8INFs{qbRU?PoT&BW>Iyj|F4xR5;2&}FQ}u!;{EW(Ts=z*UB`cDYi`mGcFL zbA9ruqXq4D^J?ggqvbd`jQOfl=5`9A^X^*#(9Q_rsr{fKIo*hzDGnyut9%NFAZ92 zmR4Id2a?!&`gfdP{{ssz=!@Y#jZ3{9EaDydqBE~)ieUj4@NTH*08#n@%j>`4eEP;; zct477|HPG_G4=eLUy*!Hdr>@~aT=^*5V{<#V}XUpkGL55scUhqr{k5yWu&l9Xh<*8 zxIw3TUM$i5FS_?BhiDG=^E6K34y^D@6x$?;AcF$UtEA;7X*a(^)W)Wbk8Se(6C0o6 IGaI-518q=~`~Uy| literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyStarted$2.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyStarted$2.class new file mode 100644 index 0000000000000000000000000000000000000000..1f0d9a0ad6376993b518f09e55be89a6d2ba3334 GIT binary patch literal 2194 zcmbtVZF5pb6n++Bt|4e%v@uqjrj;rL<4vQj8W2kfjCYDeg{0HzhtB4*Asb+C=H7*| zf59Kp5B(G!9a}&61N>1=&xMPF5U@>$VR!G@-E*GvoR@v~{>@te_fTLcaB0>Zr)Kh+ zP}(zX#}($D;JQU~*2?4sLR^rTGW0oYwl`MjjbDC4E1!Od$F=n zJm76^Hn^&pTe}Cs)~U>}s5s8{K3CO-aLoZz54z$M!|b350}~7zC)a6Ul3_9}mDCxA zEAe98(d4#y&~BQ0EoE!zD91Qf~Hhrm==a-CpY*}kUn92C`QME zSsI^q1}+d)Qnj7BV7L<>_GegfjGZVh;`3=N;u1q5u-L~LRk|ycCvDHPJ}iII2EJfe zs0p3hda|`$u}b;h%G>2f`O;>7li_^)SVLc8If5m8#W3BMq6V%ooVH5kO16~CGo0y> z*U8@~zQNTg#BhxvD%#Y9f&f#6pFBATLCkiVhYjJEOkV-?dEQ@Cl$3w=V2!Ae^oh~@ zugn>aafZOo^}s$9npe5zBnvg$VQTgve_;Lq23GeMVcL8u{nZ*na$MgWC}RV+85T!9 z1`LnKmlGva_Z1ne*%1^|*NWmUHW=myfZV8ShN-fwsm^;vO)2M8sVe4+j?Ei8+?9N{ zAu9er2}X~VU4O_AgYTIlHPKS5xhvd2619{PZmz*SPf%-{$t%0zcv97f&V8rK5Ggw? zdjAU2*LU$ri`s8f>_|_Nfvi%F?zCbLYt%AN5zq80&d&Nhl-Bo%=MYxu59*?RQ_aw7 zon~JWSxLUa*_GFrdrn^r_i0?{?qDA0=!?#Lq$z?qoX2N@o;`%=2Q03<#M$Kazi~N? zU;e_^e_-P1=NE_{(Owuo&^QTJHV9po))C)A$i;<_*RiKYxAu4qyqd7}mJ7t6EoVUJ=Uo?2>K>dslEj zAYO0^=JbQC3s)+Uk;)g1lBoNeTDwK=x|xN{9#>^oWESFJ4CKluP2)ueKACv-ezRtW zc8a@pQ7bwPxG%MGYIQe`D1)`$#_F}$2`cY|&&%BBc?P!2kUkfiRrTq@jRMg)36hpa zOVO$^bho0UO^IQJOUtBewNkcB%GRHht#fWKOPSm)N+tbehH`ej!}{efN&ak=^3z)k zNB{kq#ko!sIR!#~IgGj6-;-Wuo}tjG=X?^^aJ>f+3^7b*+ZQZ}L5w62!ze?{gu(E( z(;)t)$IzQ8X#%e>C}x;w7Z5|AR83tK8-Z6Bs?0EzUEk+TZo6Dn?DsqSqU7hNFCG!l z8o~=)LU#J%Z4!5I*HmSaq08kv!XjyUMlhI*<5C?vH{9l%NKdc1iU^B!sCnXv@>BE^x5vet4A|PT2GlUAlsz#u> z6FHDZB8bL{x-3kQb&0!Mydn9HD>e;b=-H4J6^=uOq@$E*6kYClfPc(T@R5yPDXNo+MWVrL-STJ`eNMpqPmw1=B?!l`ye?B^64XESfIG6bXX=G6XzUpU?kKt ze1&!~(896^q#=DC`Z3@kg$ESm!)-(zJaX{Z O!4o`n@C?r#y!Z_Yl;A!9 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1.class new file mode 100644 index 0000000000000000000000000000000000000000..ae5a6de33aee325af7e22fb941e3d0fe698874d5 GIT binary patch literal 3811 zcmds3+fy4=82_Cluw)yqw$+GjqfHA0XbP0t2BbzVl5#BpDpstUu!MzWmnNGOUmRb3 z@=fiGZ_d;ipK7PIYG=GX`gizuh`*Byw~$C5d@(cG^PO|P^WD$ye1HD^^DhA2LQdd@ zW`s9vI~CSay5(fTNjt5FS9Q(Fa*W2Ja&^|&(oMtCgNEhk>7>5p%-gm(teIx8M}ZJ% zTGw(~*wn04cqXx~CmjWDfxc>@*EDOz)YIXTr18RBL5)D|pkW!#kif0>$!aoUC3A*t zQrphJKo`-6!`1KWDd^Hj}@XZF!XQo2fO!}yQ^A$ z*!z+L-6ap020QC8=9#eEGpwv8of+I^SYU)`QRn30&~s6`*}RvmqHuvrRc$JZrVlDk zc;SLiKnWI176_C~tQ2G)8qg?@H3_)eI~ILV(4xYFmjpb{nvoHRRyE`pRX4yQDH&u` zPiUo3m)xij>4A>&$O?S?pXe&f>XEv~t6ha-#H^S>d1YS}s4=yKZVHH)53k{j7p*w! z{*4X7uZq`IYJG#LOzWAf=?Jux$J~b?E=cPx3Um~&_dcmaq_kmW zjASOv`YngG3(%Hw5Zp)A9M} z^zf)aed$K!p~;6R-tppX3=5pw!>E{P>M6~PJDQ`9Zp){HsHT9&!%4m;0mlxs$!gft z+X4xFm5))Nt>9Bz;J)Fk1$J{^hj$O9ATINtBKk?hiK!UFO#z>t;|n%kcwGegt0GS& ztPp4oO5`eDp}X1ME2g%YSkWYPS>STe2x`G@X<+v;u1BzkkqjnnCRmsL?*r9c_YUGd z@vfc+_8tO>$faBJLho$xF;FnSS5Xy|D&RX3sT#1uHGJT;6!@l85*6Nxee6}$RLV<9 zd<6%}aJ9VNhZx!Bl9(yo(N;7^x~}zKiS&@_ja=*RS3{$!fH!WWtb7y7reWA#prKg8YEtApNdNht&Nz={{D46XvdqqGk#B8doiA|>1g<)cCaEY#S!Io(&Znpkbv;FM=owCa&n1CPeglPVoWg0&$XFCFDJj@h zROCf7UdAg0vEngJQOW(V>vyz1!1=D<&>E@p*FC|xmcSp#BG3o95UY@pMOO+*fP;9)C@z zpQ=2R{1b*eSn_)xqRH=lBzNU8zj7OoG4kj+#+F*fpJC!xN_4~GH;3A`9a`>H;8L)l z;5HX!yjp=BT!4CDU4e%?`~rPD@E+V1d%Kd{LCwK^3f(;on@TQH!l1hr%Wegh`!?=z z{EYK2IDX0hSMEA|&AH6V922#`4oK4S%I%mFn*rc;+Yom%TfVzO6T+AJ$^k{!79?ETu33q@qd5>aOlTb o#_xUB!JRvB$M8W6%Q1Y2yD@wOErtZLM0VHfqm;e9( literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..4d4723cdec697079050ab74f4ba3d62cfaed26d6 GIT binary patch literal 1796 zcmcgsTTc@~6#k|yR7!zTm5Yj^R4fH{!5eA;trfy17*q%^JWbo744uw4-EG4oKS>kO z#0T}+A7wnV6(m6DOXI_wIWu$4neSYG{r>hHz!F|FY;b8;T(@lVve3R~7u~wBcLnzw zwC9|hxqT;VLP;%BQv0G_6g7X#byc1#waTR;!PIfvwy(lt4?{s2n zL@~oqyS$EDEnBzGj2r_=9Qf@!<)S$B!-`=RHbXRZ9I(OTtel!Kp=y&R2||W2Lnu6~ zVi=lNp#y0+D&I)nEeR8Hx5(8tuS;G~V#^SQo=sWS!8B!vJ6el+UUAP8RA~b%x~N=F zYBSXKTuO6n({0dvU6n?2^h1NDWL0cSPm-ye)~+8+Ob>IEu82XAfXOM4NSMN>8<=bo z4bd7zlJ+cdOSBuTy_xAF3}IUBGAt4uZ$05AZqbQ^0#hvD#&DZdmxvGHDjB>( z(kw8!LR#jNF=H~7$$UmSIdyo1G;zZ$^ApowF!zxJTAvKHgik&h!#v@p&|#Tm49;2F zfssJY>@VpQF-gKJ;zEcbNBbIaUBq{LM6T>m{h|l49eU|CByLEbhkgurNZ=uXe6)kG SgU1e@ICzQ$2hZ@_!HYj*hWWJs literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1.class new file mode 100644 index 0000000000000000000000000000000000000000..31499bc9a955c0318dc32918410b81b205a2fd96 GIT binary patch literal 3916 zcmds3+fx%)82_CFT(X91)tXW@tx+I=F(`@wZ7GBrxk>;_EwxKn!jfedlTGBQ<7=P# z*4CLm+Zms%qqVIwy*#%6O8l`aD1Q%tr&D#|$Di^p=)wPPG zdZFT|2QGL8lt96A0e{KG{c`O^0~)1RlYqOuW6lc&Eh=j8hCq$8Vq^qvR(0g?t=P|& zDfzWty}Sn`z7*6xdGGJ2%(KA5|I%bdsrPhYvf42@d?Jh0m52K+fm%~r)J*{q^Wtrs z@}L!`-46*P0;%dDAKv2Dk=i%o`NnxirSW%J=Cq#4nvOtAWg)x>;GA^wyg)}02zF>C zlBEqRV`ZJTdM`d3pNdWlM~4NDweOK`FM{Y)(Sa_3 z#-gF=ykAn?1%U=Lw2D|MaJ;?JU3nrdBCH~W9)YfE1uQ?33NF(KeJ&zXY;E22 z;)-;t7gq&NSBF6b*O*De%GoJh;MN|#ReD>wvS(uYF>n+STo*W6^g#lYg7*aKViWP1 z!HJ=$Kz-?$<23Z+eVLb-zpW5coBx5~toXNTUxyFNN)VUzPZA&{D8*Ea;Ff?_&++ElLdk)u;B)|v z2($(y#uX3Ly=>2AQ(IeH(j;|J;A+4KXn}6&XZPU`OCZd=1`;;Qt;=leK;f-mcV84l z#(D~D-y9OcOK0fcT+_w$D45x9vwdtU;QbS+n#JNE1g z6GO~Nq{g-N;=FN;53q^s+M=E=u6SdXrKg8XEtAptj%kcq3DeFHQds*Hdr3eoq;j8E@ibL9KX3S5$I8?)n|Ak8rl@H?&6Te09%prp5pHBeeMH=JWK@3!M254X@BT zAMARGvjwKMi1H)4Bc8m#6Y80lruh^6ALl>jBg3WObJYKUz6p-ak(%yEt^3LmUyZM} z(??S^)cg}})L`D{d5k8X=c(M4Vm{>#o?-auD~!yy+OW>jd0+ql literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..f399d0c8e2060efb31ac243f84f06afed5810289 GIT binary patch literal 1787 zcmcgsTTc@~6#k|yR7!z@%0&fHDwYDf;9U!7t*D!z5+Jp?uFS=(@0X1@{}Y zXPvCMU6(cCN+ps~`J!GBHGfNMH^*IfLwF6>PcA0+xGK6LxflgwAcH>18(X^JlcHyr zn^il|R@}97TG4HT`%){XT63caGgxbFw4RB4qx4GnyvTi?VPLxqLw_K&Dn329VIaIt zjHKn!QnacJ-7S=KC@`#YX&J|@mgAOj-1_Ob^@rKNJ5ENIq>}y$Lpin9kyvKV2*k;V zWoEV+KL4lBmgYO-)Nz4iRs#Ip{+{%b3k)whV?Pte1zhYw2*V6hsrDg^V-TY;L@>q> zF<=x#f~Eo&rqUTE+reV!ld7pJVzc4Zgeo#jr`F26$!(XblKm!M76m^u zbNY(PupYD`wZ!SyIIiKkiOm#4m&^0Qr514FxPfVNdoz4M(|}>(bOWBOyC~8@*K}Z9 zL@~#p|6RhZUai}|j~W9=?ECF|W#fo(aOITQTX|hRqQeS=Y zP3?@&b@ZurTB~-(%bVk$;vXUYPHq$uR_cr|W+r>SbNTMy`JL~Nzkd1|z?;Yk#55za zVcV&QmeMUJ6G_@>J+i86PL|_Pd`PZN8(X?*SbE5?96g=Xx12fKHitFSoYgZ~(+Tw` z5CTo>T270Ynw5%7EwAfIM}b%1nwx?(%~~<_bY!o*8--N`wE{;549jo^1!mgE-6X|J zrVZPqww?a*4cnp7k@ehWWHoCg9mBRVkl;6KS9=-xft z?P_`T7?j-TF8RU4*ja~J$VB9xVP!Sx(m?sZJmW;WI>+~?fs4}F=H2uag$rD8wX7nh zeyBL=g9m;AB~&n6AXqZ-piukKfJVvIB;alDSnxwZi;5b&Bv9k585x1=u7(`C4*OX! zC9`bzaip9*zYyFBqt*I^Rrhth1@hVRF z(2CREPlz7^>+TL8T4DJz9T@I>&Ag^k_v=h?IuAPnEtOgDBZPC(#`6LlMF@CKDiJJg zSQ#UkiLknhA<5Q$+{51R9Hq z3UDaJT@Yw+*3$O9DQi?SOoFMv@%Bn{=oIX>H|7)xh*);3%SaQ{ZUP28m4y-V&&bPbTJu zCWm7J^`$$O2QEK`@Qx2}V_4wKE`r5PQ%`AT!qFT(wk@9?Vx9uBN0NMhf{q<*lhv@P zw*{B=RX$$9wt`P>!Fz_Y7A)t!4%hdkAR+UgA~s4qimMpKO##22o#X z){sQE;&r-{?Y(Sjo69Sjq%I0v2^k?R)Gf{IKJ--y^)RZTq|IdOG8WIlZ`swoF9b2M zo(#KBhQ#jD4f+?ab1^mw=5}lB0M!ck?nGTfxWB6Rys-k`l#1klx8=Fxu4>#fRZ?<* z8x`1Fc@G8|<>r!@3Ek0FG)Lo_XEWy|RC?q`$PZCdY)FEwk!RbG6icDg?c(pN4FySo zlLWGAt(YG=>IjVccrI)>0^yQ(o z#Kh3FS}9H)%ePl*I1wySqiSccCs^g^3plsiqwH-7Lp>DU8(h^kbo!z`2W@3XM!7fU zsNr$7=WI{c)xOKo9#Xy0t9^ZHIHn5t5=P3(H@0j$hV2!4*D`JsMi#WRp)H&Goc!>% z5N(nh6WUgB-Z;*#YcjjJtfz}B{0wjLWOOz!jWH`}+8KfgGrwl92&jdqjv7+l zv1%a}2+U@ACpYy4BV$nSkY(9KIYyrnTZ?;fD_610_rk;8iQo-SQr8saD`t})#C1oh#rCuj~o#j)?WB(TYEu&|BeIKdeY7R5_S3icEg z`Ou7$c)1`}JfbNoPe17T4XyWaw(D24M(YA~k8!3Y_|bi|1nL&^^vV;Q`5Fz+(7G7z zdWy4!Lv2yz2Xse$d4_K(XHlx=Pw;=7|9F50E`=YX{(D@V5kTVuN(=~1Zq12 zR8>RCKVq;3iviyQGzEMQ<*sB4D7WwkBM+Zpbg|{eQ;hvWiC$Rz=5VBKhnD*kcofVl zxWz>ouU23O=b-LcS5U(pet}Cn@a^3dyStLyLG9js3N3TPrjqlNFyNiSl6M-G_ZIGQ z{FL+0Iex+am);qC#ktJNEEBlI_!qLWMBZ^sFgg}jCTV9a?$YEboMIlB1x#axnd!wk zIcLaw4M`+;PQhoK70wk3CP0oY^0e^0EEO=PbUr`c<+lbaSVfwY2PtGY{%`OA4!t?e oD89#PxP2SmINpzADUJ_tCyo!H#j%Vm&ouDN8vn*^hz!>M2K`KR(f|Me literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1$handle$1.class new file mode 100644 index 0000000000000000000000000000000000000000..89f981e2f8faada3b391d082b7e6654c8c90bc7e GIT binary patch literal 1832 zcmcgsTTc@~6#k|yR7!zTm5a(nsaOhh!MhgFiWt|_Xe{!=)3hDR(CtjKyKQ*nCut&@ z_+Wf9@kbfYYy}Ar`_lL@=bV{2_uJ23U%vrZ#WRK?msU;ds>Q29`JPqQuCR6l_nU<55oX91I!HYirDpZD@HtuLIR>`FkUZsPw&v4^69&Rl zL`XUw9Yv?k(A)NsE@g&STxL!5*>?0<6Mgni^x0EtJ48>KSEQ2u8iP(3x|h}5IVm}r zyWHFs!;k-Iab>ZK;T<+hN{pkv?>CkK>&;G`79XCvZW*B-LUJ?!sh#kjG%$nC*;R9M243lTa^JFhZkqKt1 zTN@>c1qT1$z1<#X*E(k<8P~+V-+6-0%f}$HF)YGjh^CGbH+)o`6B{U0Z_%bf$N**l zrHR!HLHjJUFAYWQ99h>DVN$QloK~kRdC3u*1~Bv$WmN?mmmzK|CERs~d!C@K8`@B1 zM|)D4rMIi8+_9o=(hhzhjpX>dCT-EW*pi+kRe7bfA8b?)OH{Uq@gf0JTOg4zLqIPu zRV5grGmIqR98s%;jj#Qg`9q9m7QW!hN4hes5S(s*;VQ1tjhF&eETASZNusMnhj5V; zP7yZ?RBn)zF*0FPrZSmNNGInG4v{8mlx4nS{xg<75JTI@NSpcC$OM+jZ%Q53h{yQ3 zNEjFk_zZqRw}>eco)Q&86nVlgiRvM`*CTLYoB9}ih;7qPzX5Rr20RR6$U_3R$;mt0 U2-~=8Ypwn5_4{8x{S4qu z$>{TEH8rQU(7B)326`oG4=}AX{TVSY~l~v7JHuZG)0HrqyQwnMXjtv@? z;S34f>X@jeE>;3LVpH031}4^Rhw#H|xsC8j)=EmqnebRqx-`(aAn@nWbPmqVjTL+} zF!WFQ2YYrF_f$n*#Sx{m^pp<6IN4c;LCJ*WoMC12p%^SLn5VM{u4`g{KsYE*+_V$T zqH=)?RpC`Q)&~{Gy>P)Npacu(1p+0AhxyxwdNjywjRNkD&IKP7G^_C7B>|7KYGec^ zsscG$S`ILEO4yw0VSa%Cln!@@{|7oN{Vnjxe{HrR><7Y#SGzVxb80c#^3uO5P-AKd z-4qZpA5PaXjaQt?NIOMlj${;0A6R<(|RUrIs(m=LGdAoa}wxz zfzBd9?9xi6OB+_kNM^!J`=U5bGV2gHmC~J&>DlS|x!6?nZhSsI6P+53jtZRUIKb^b zgwUm;6Wsz0MMJZBTvFWyfqG{(ZQq}^#x%nu=?a|esDvwT$wl<42%}G+yILUkUsDB_ zX@r=Ij1}A1G<~=tLG|Mef!6BusNfnsX;?XXo!D+3fUOd3<;a1K8NlFiMDV7-@gfFE zS_^UltdL%F@~E0K0U{m zvCN#;s}j}=@QOf7P;y`KV%^R5T{g9i#Ih!(ivj~dBd7&?B-WmzU7BDo{Toc$47)D9 zvWub1hu-^$kTL7HVdqtm^j^A4|Mn>_x=O*^PRbo(Ujg5zNL7#SPx3tvvcR{coH^tT z+O@o@nHLCL$HyD>z6H(>W;>$O5>PoBj+ZEy5vX559w5_OMw-YYs-)l zGoz~-8SG0H1xbO^B)3D$I3IM>k}>yfys%Ch4V6GjujZ9lni-DUS=NN3dLo;OZaF$h z)3%7dCa0NMGR7bA$>ABbQk^=UugcU=JW!Ix)UH5p;DDt^IN?rJb3i#6?4^aiz>2o6 z^FZn@;wztKjC13T8k$gh&-Qj-?Y|u9rPLR>+TX8+qN;#5ZltVydCY2M#9rnRn4v^wWDMFJwk(?*C@WktN^ve`WAIGq2&S2cK?c&NUgv23EG+iA3Z>`zjiS% zFF!@w*QkGvmc>x_Gn_3fYL6&CpeN$ZZ}^6K7Nu$a1pg=bkNLUaQs@clzQ@%mwoMUF zPo&0u<(S{&uj%sBl!uys#E=Jze(ysx`n`|jtlZ{TZsRdVA3ev|V)Kn>82^PD-LUx0 z;aK}Nk$V-m6wE8Q%|Yp}7GN9apzax0;Nc9vz@=??_s)u)St)L#X74N`ye!>5j?f|}GUq)q?0bHX03sG6(-U&?7I~GT#h_eRw2zeT3 z7zaiHGq}ab^kI!VZ*lK6BoXI21)s53SXW3GKX+_$PczrcQ~_hk!{^(3{CcpA6{IP- zkV1y-|BDph@JOw6<$FwtJ9prY;r$qvV)y`eWB3qS3<+eprk-n7`8V!BWU%%(-(!>; literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterLLMCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterLLMCall$1.class new file mode 100644 index 0000000000000000000000000000000000000000..b90c04793b549aeba5b736f59267512f707814ee GIT binary patch literal 1914 zcmb_cU2_{X6g{$CyGh(MNg+^L`jMD6aawP~H#iM--4>Q{Av8>0`lL9Dt3=jjR$5OV z`xp2pFhgO62ZrI1AH{IAZi^c;giP6))xEm9y1F{|=>GBNFTVn~iCADw>S#YndXelY z>s{1MQWfng=`+e!+zQqWeV~lCs+QQ+u2*TNbH6Q(sjXHZ1i0OEHSA0>Pd69s4f>I` z^t94M?ZncWNv{(d_YX`3MS)_cc0*vUvnK~KGSc>|TN5bYoWSDJ(U-4c9&b;ggbMQSJa|g=q2wYhjXYlg4NubtA(q6Qu{B|m}b&<3-@%fW*(N~!#@ zpK9A{zNp4QN>qKc<4m-Xt7A*X^dokWWJj6i5H5BO6LqxnC;yrvIP^k?e6_|Zaf|1rz=nq2YD1?CxPwWSUO|0-Z?axBlh&5qA?ded5Q+L^CJK1zhU(!eE2=Rh9}Jrcf2@h0Ut4W zfi^vYyh3@0e}$#PRVpRi-Fk0zRi!;My0I-%vYAL?#>!QxEyLP{pZS qPUAGCBXl#loW-0YpI&o#9Ut>9pFBh{#-}lwF{ZH=6RY(YpZx{jzYzie literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterNode$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterNode$1.class new file mode 100644 index 0000000000000000000000000000000000000000..d83255954067526a7eb1033b328a3349739f05c3 GIT binary patch literal 1944 zcmb_cU2_yg6g|DW?2=@GBx)2v#AJnJ12e>L+z?m-=;#8$PEptkUN_W+ zZbru8sx`D`GS${Z-MzSiqCl}#yCyK*+L1jO#?o}chnqX9oi_5NC4r!IMA$oOGwa+} zsoavO^f_-#?L+1&Um$lL9ion`@>lm;$M!a?qx5mPTz_;1ODyL7i z^Lad0s74iM@%9)BI43YSfAq_%n87>aDB*%Y$sZ}u_z!nyl51^CA}Y^Ffs04oK;V=% zJ-e&cGqh*m2M_d8y8ArY?@bs3m;^0EH`6C?#}&_n@znZ zy~>GlS)5iekFtkvLEr=|gzmKM1 zUK$~5NvF>bI)?8Mx202~Q`O(m?w8)dmiYVtdq?>7w_;abr64`_Y}H4-&zWOVn-CaUSXFjJj+`SkuI$g z4&U%>TgDqQ(LVE!{Uk89t~)00wgTtA$%tZCMW&~n=5q6I#*j{jSJz}ByNZqW6}M_+ zj7nBx>6~J*oVjb-v31(`cKOtjzvJsROWNw5_Q#*y54tgQAg+;5B|hauKFXYd3MePx zNk}>AYdN=*ev}1{8N5k(i`orJ55+`%@g>gJul$5}zvr(&lk>&?66JgRqf;JAo+i%3OtPMdc4sXf z`4#;gt;9v*0r8B)UqXDd=90!y(?~q*oHH|L&*eMcoY!w(yaaFyk-(zV;g+?XPQw1W3&1-s%3l;^e4Zb4vqx^)1U8+%l}6TimHs=!~L)#dz!gCw{&4;l-3VrBPG zr@pTTa@nZj1Wpd2fKvif)B7V(#RMjYQNkI4k`F1+{0ub+jMUne1XZ4?0%!NjMBuPC zJ-ek=vUFRSb%Ar!gM^+LJQAq2Y|;rgm0L@sHfbo0u`YihY4~dv$8s%J$2s}W48E(K46A_sBiH};WT@bhz|zjb zS6re^XMZXW0#n5?Tp7k?{3uYV^~(|%`_PCTuf5Ri`Nv%F3ulnn@(Sll;Zgp`SwpF5 z*OebJwk_jTnP`vcpMDV-TG1Vo&pClpe`K6bT@{(0PBpI=KlOr*+I_n$6WLW9ZT~W> zM#iY58Ot1rp*ya6qxcuOJ)qO*eq$QCGEqXc<*#|ARsQXQze#iDF4b_feI)` z;oD0&>R(HK&c;#}_)Xwz$~)9a$OAx_(z~qJ>rW7jhmW5kpmti+Ut#VUuKrDfevpa2@y8&O zxW>HsL}}sWIm&zdD(o75pi*K4V3<1}1&qGLwd7fVpQsgh_cP`1)V?4XLn#kN9+2Cp t;&3jH;3#EE)JAhThVhhC`ZC2=xX$!%JU}tR%?OPMM=&1|riBQ%-vR8w>!|<$ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentFinished$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentFinished$1.class new file mode 100644 index 0000000000000000000000000000000000000000..0af9c8134268cbe867f5ba49a568597e2faf48fc GIT binary patch literal 1850 zcmb_cU2_yg6g|DW?3!dDA8G_a3}(e-12aTG(MJbp3AJ%5 zH8KuY5<_VwolZ>D*^etI3KW~QYXTF^UD=gkEKNInw7IKVu8|+j3k1z$%-&O*S^GQX z&Db3BNP%=QHt?HQ1<{Ea|Wb(x-zPd)XD9f8p!Ia1mZn3Fp2Cl#&r7?-iUxf`HW^pVxW5qt6{x`M6c};4S zQ)RQ*RWXCIhj3Ql6fLNj4I5Q4hbvxswRn&>{Kdhy)ZbYZuy*Y6|2zpQ_*~$iKk;>! zYSV7?7D+u6BlWqLxKO|H zGd_O7t-vzZsooLkCGMz{n-V$q38s1VF8Kn^VjMMmO6@z`KcHLhWXhYY*XutamoZ`B(VjN9y$aO!oBu@-u}mX+vOz8lGMzy~n@8!r?PACEVva%$;`x2C&Mt zE+WbWYD;l++Tqv7C-$!m^v*vv?o3n8{a9P>k?( QghqrjScr(!QiR)o0u$K#B>(^b literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentRunError$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentRunError$1.class new file mode 100644 index 0000000000000000000000000000000000000000..be4f4e408ce053ec37454a5565d7ec1243dfa10f GIT binary patch literal 1830 zcmb_cTXP#V6#itpHgVkM0t9+ZA*LiwyW4Q-1t)1kn!?T)2&9vjJ}HjsC|OIHU9IV3 ze?xysJJZWdA3EigAI0?3x&;$=2pM>g&e74)xqdpo|MB7_fF(o%OHzk>)^$)sD^o5^wLYk2RY!+4gaM)VoKzA_l4VP%s zX%6H)EV;9j*kAK353BM!>Q}@2_^OI8@wGsu-p^iO;;p5DK~U)S{68=FjpIq|d4?mW za6kY5OtrLXx0Rnhwk_jLnP?x>9lr^TZ0L^3$DhDyPCBQ%Dl$EtYF@AW)iU<;;O)9h zWLI(O{Y|YF8KaWbSf;5WV#n4@JGLo{#gKO_0aV?vS<+UwwReB=jnT~^hq%m!mYB-1 ze3iKa6_Ad@qkweWf2dr}{*xBCrtlHzO>#@5z7(U4`KLJ3xcD5?k9ibW;eNhock0reEKc<0zSqB>iCS>H+lY!!FVUr-ejZEc!FRueDD+jxidnD#w#p5!<9!= z>ARWgtN-a{8dn*)z$!I7y+C@4tHQqFb225Yaj){^{eb>&b1!)u(7TVQitkB(Cifo8 zF_Ka+dY7L7H5||B35=1Z40SxG6PQd1rVmnlh-*yb`dt(wd=sG=;RF^V7HT=djn{!< B^mzaP literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeAgentStarted$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeAgentStarted$1.class new file mode 100644 index 0000000000000000000000000000000000000000..c0f9eb36a9982232f433b113cc113db2d6afa4a0 GIT binary patch literal 2042 zcmb_dO;a035Pc&F34|O2b{so)9L2~s2wMv_`4qH7=5NW@&7Z#8e$Tljo0uzlL*_B=>b=!NoxuaUPo^H*h^iE3e zrgUDQ);J;1s@hE2kCl~M(n>lK+l+81k=m~1Mwn$0zNZj40Tc|E78r^X?QfB%H4zv# zHkMYkUkVgj%tO6!$2$V&k17baS^_gNsJXhn`)fm zLFz{o<6xod)9V7?y;YYBw@-7y|3FNAF}+#dJ`apTz^Q!JOZX7w5oGX@z~t1)B`Dzv zCX2|SB9L<-1y-4=N;d{SxMI z$7%0oU!`4fb+F+MVyu8qQndf?DN?{^0)HM%ylLY=x9dl~N!mX9gXlOD&Z)q@+_$95 zv}2Du(QoDbBQ7a+_OdkUdb3gtKRwr z*MH=vz*nT@-WG1)CckKux)P~0g=rprL^*@27)KQ|w015ZF{}$xb}nbD)t@jw@$swI zn5T42@UQwiKK&UBKhUNZ=R(i^O`I~XmFJ#M3&(Gff6Z0kgW@)Y9KInf^2-GRE}}u2 za{$3(N*SEN6Y`MKDC<-*RJ^mn4#ZiEZ6N1k{LMcms4y5ZC>Z`6VFc$=#d(8w4K5hG ghl_>)eBa0^mLu3s_Xhn~ zTdy)JP25f`Pjl&YYLotfsi7=T?li6o%yjnTK*mPeUi{_up6dEmAzBuQI>(s3t+w;t zedXnj^pe-aF6|wOINJ9Vm@*)~CZoxag>YO}psof?FT|&w1jW9<Wa47uL*1{bWQ+o>mM>cj9qJSOW@o8)#S>xlLR~7!tvSHF^jjxQNcxlN^mJ~<0a!4m}qoUHl+&PDKK|j6ar_o z9i;neGj|8d?g(677;WOk(IbIIC(U~Cp7Pt7)Yiq)+SC`X!o^?Y#>j1>*vIq#rk47k zNv&$8TyA_F3#bMN7X?nyf--E_q>d$A4X4-2Pm6}XIQo_jcUBFo9eeygPl6iW6ZqzE z;+sCxw%2-5j)RP-`gq5gc%xuPM8@=E4w7_7nbr_44i6J|wDZTmgi(C!cm*Gf<9&Q6 zP-_g)5t#n7o`(iSsXqvFpcFQaFR>pOj-=9)Vm=UxN}ExI>6CV**^-$KrTHps0%M!H zXN&PDaQ3R9xs-oZSt-XdSZ8<<7|?^63F|L@Ul za55K6Hk-{K5Y5C-pCKZ5LGWw-isc{i(Rb7t`k5W-zwk4Mk7+}oO^rY=liud4v2eIT zrh+@%$N3i=fdSm*UI~qW&&ic2yGQzf+-c%5=6Epih_3{7oGIv8Op-bRH&xJS%s6(_ cs}8T>6K3-1Ba{<-mY|j3ELIXCwU*$VC6{K{lX1cehr+d2l>;Cx6N$hLspDO1yRqyl z<6YdbnTofS^f~ErvK*vqdQYX=sD?EwYMTlV?3QXQ)F1?S+4C&iv$>~|i+B3HSR1c0 zBhz@*8cK8NwKYj^FRh_0P;NJ_3rx0mWM9UqG~M{C%^lV8t>S1wAZnjr_Kw=jyI(3V zx1^W6Cbnts$aAAz&x5oKh>yre0h9vMCp|&ntTuhS ztJZV3r_7eXmDyqJ&JBwM8f}|(;~nKUGpUV>r7_kQ&EVn(d78@2R1v;2FH*BUXi}@1 zDVL|dj#*Sg{^kVE(1J<{)ufJjTn*A|A}Z^pr`q2X{)rc7<892W5x51;PQ`isMC9aEM% zUdD%`_y8OWwZ7Fr*G}_z`EMi;CPz=#WF~uxGxQ&7^~4yJt)|jB#V$C1 z*K|_rvIh@)Wa5t|EjoGs`%oF{cm l+;~AJFzJYF~nS5|*%VvzNKM$&|PL z6aF7MV|B&{#|NMMqa44zNh%UXWHggK=iJ@1=j{FVJLmrX$Irh2xQ}N752X$c;e zrZUb3jW|)ku9B`zy&Nw4*>!!WB5hPTHXAOHPBo9#w9$4??Ud*95CRP0=;3$AZAVud z>~~s$Hcll*M!{-qINO#^$0lqYMtNifvi0&Efyw&5?8qRJrWt&_y{{UsmM+bw@@^^@ zQh86HT0bMvBemUbK2=WcNGBOc>@vfN*Qg#iE<{;CT&JOF(1frYMqtGD-ccam;JMWc zx(_GHwj&yauJQcnP|>}`=!2kep&>9Qb=4zV?IK(C$X0vER!2^NW{TM}5Gsh{IY zYNr5l9PHZcrogxVYskgh=Q-f1oT)9P=Nfi<+IkM0D`KsP>nM#PgZBldXU+zoh^v?` zAcwL*&ZiVu`R}hFFjj8FYGVUwOzhHPvca=<6v^#Kk?hm| zmwA!49P&Q58t<@;OxELuj5cMW{Y5_aLSS@5H%;1x1+IM4CORz@nvS-b%gcWefb2NA zx-JvhQf$3{b1R0%sAM&g)+(03#mA-*#a0{NF85;6v9J-hlZIN;KKv4F}QIGq|P5ntX>I}zKyhr_*)_rOZ(O6~f6>d~+{e%y` z=cB+HWvRP_oA{7VbV@^s)SAI8w|+r8gKL;T1#|TFA-`l=pQPkN29?SWSeU%`@)Z_n z-4Og$e#OT>qV^qqx_PF${;%_tu*evKk&x8QBB5(O2!YJNMC*HDn+hWS%9bB>` c;JX%Ah*uU%TgZlZ5aJ-?>()5Cd+q2{M`tSqRJD2%NE_umnn7`l_CI@xH+HSj0T< z3M@+9@L6jNv)1rgYmBniIAU9%xT1}AYXTed?Ng+?c}(PoGud3&6!`XkRk?EGG!7nz zhvr)5R?$7y*4Ot`3Y!&N#v7B!;Z1?L`IFp9cA78ThN?eRUXJC9wI3^M5@Z zN_b!3yW`=QwMoEHqTSPjsd6w%n#UGw_+r$I2T#0z?9JQKs*{^zJlz$%iVw^903Wf> zYr|x*#}CSTXolqa13w~ie&Ku*d!FIU%00+cG){6}v$WFq^DWAh(kmCzWKtVhyXMTnojYr0Wvwee%` zaZJ3GJ8_zH)jjRaUm7Xh95aX|*1y0|iu@g{rbs)7tS9lw9+)*e~B{Hstclh)U`5a!yG_K+rrM=2~ zbj%y6dX?Af^&hb`v;6EimdI6wsQ-rde!|D!Q(|c4!ch7zD^+|##|7?E!qfRoC&Od; zu)s|LpK&d7=gs(NKIdBSa6m{dM@PRP{f68mvr@J^sBE!ya1JkRAs6C2KTMIen6MO? k&e$1?m+^`vxGq?{hEEw#a|`(pDi?t9paVtdYPcbwN`Tzg` literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCall$1.class new file mode 100644 index 0000000000000000000000000000000000000000..dc88a42c7f33531a80eac0fdb47d5411e40968d9 GIT binary patch literal 1858 zcmb_c-EJF26#m9`ZQ{6X5+G1oN+6~rPU~&>Ep?jKxGi1DKp<6adNpyT?j-A(XlK^y z73vG{20R2v6eKPX*E|&Bn{`UuBqF5hN;Bu|IcLuQIe-2A`yT*qAQreLb+lt`KazcA zyo-7^RnbEweMZ=h+kv{KcU7W|s#|m4+N2|sq`q8%5a3f!PIzTAPZ1Yw4+oJpUZqAR zQO6omGwHQ8@nAQppeRu6)~^c8bhqVDMu{~2=$p-L)$^^KwJgx=9;5cQ+RXZ2DKEFA zmwYB3Qr`h*n>(J2qzH)biD)83AsmkpsHq_%3;wCcL2w{Y-4Bn1p1_jS&5)bsC^yZJ zo913_ng`4YlvlLTepO&?p?iX)wvGsPJZ-JT4S^qCs>+osCvot(s<&2if6D%mcA<(V z($uQq9NwBh0p|tg7mg3ShFQE_MF|%LO2MSS^%r+tV6xt`>_QdVQDE*k2Lw)QGqgKu zJ#)LtYzbUiINY_1he-nUu1)*Vw(^^))W${980+&faM9OUlE}?Ov2o}BOU(KpNvU$G zT$cD67Elh^TNF4&4Ju)q#x*SAa-d!*KFK@$;^E;L@23h_Hg@*^p85(t6!>vG@O7VR z({GK%{fu&yTF;f?qOdqxN7ini-%k7P_;DCBySF!LcoiR4@ew`|sMJTv5}1Bg-myhd z7!1Q6D1?jaOY8)ME2;1}-w(`8sbjZP*iN=5lMR{bP^tUj5|~)meUooSf%D>x|mt zo1u1^?Dl?zS^k6EHJQqR;#Pc4tQH%i(oQ0sQ|#@tcT6v_j=81Fk1YGGx^A4LPI+O_T65(y03JZr1h?H=Lca?v^5a_^N z-lfn8_>x$GynBS-5_^UDm~bRaKH$)xhSNDbgR_K=iJQvdG-e#T={1MfagC9D{s6@o R*JHF|oWV-WOs&Sa`43bW{g40v literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallFailure$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallFailure$1.class new file mode 100644 index 0000000000000000000000000000000000000000..abab0186c7206e33c595472cf808c77e31cf887f GIT binary patch literal 1908 zcmb_c-EJF26#m9`ZIZZc5+G1oN<-X|IPGr3KR8Wm+y+)MC2gYI^lIWvok`X+(eAA2 zWgmh^-~p&aLE-{&%|ju+S+~^079na^nmK3BoH@VWoIn5i?RNk-5DDCrIy|tp8_KRS zE)6?2QQ<=+T}IlBnqIo04^^yrY~F|A?+QBIXG}Uh>L*uk&Gro79!;`0#(&#f<8X=$Sd{)W=684yd$tIb>J%% z3@R1)N(Ij<6&&#@P+rwWyETE0#r6qG+!&MdaP=BX+X6qlQj@FKP7>fa3^dmAu*z;v zr@p5rGT5l%9Nw8g0p|r47LU)riaESHi4rafl)OuU=1XTFFjebVLQ{E+3S2ra4uR9! z^zDJ#%+f<;b_K31jzW29R3uPq+oT)rE4PzKZPHL0V_p6>((rB;$8slDMDxObsafYW zsZ~x?n#Hb)MU;IJmjq7Hf{F>+sETD=_0ns_$2sgTj=rd2bXCCa5$FGVB2@69z?0#` zH(jDlw=tCWbICZfj^iW^{ZMI)ZQ+aaX3|ZEt#0il_WQh2$8~B<52|<_A5Y>Vd?HY( z4Jyco|J>5hNGbICeqt2-#z7|zJj3Btc$7~PmaEjVyUNco+mZ3MOtcSb%Wnb`o4RZA zQ7Ul$e#Rl#Q<3TGRP(s`qV2@Q(bEl?$e!Z-{FhoaGDan>Sf;5W?$6#ao!F)S*zR6sfnk0jD*|15JkF+^J6n!{V9x5(Wf z^`)4qFF(bF`qf|Y-V^@vDRRFwI3k_rAC+=bBIn-605{ zdz1Bg{bvNT;p3+W$XyWrtN($OU-0QqR2n#%8(jFu(L6q5>;f%nczT8OHdlq6!v|za zxWj#tf8G-q!8-SnM*_YkSK!$?Yh8hXIBnnlt|Ny?rra?u5ae56@f-)jN994JL`R; zyxfsq@|bu;e}__T?0G7ZA|RfV(PYR%I4&blRRh)+@>5TOVP9bSaFG;u1(v05gg!Nf zeQJb0H4ggJI22T%ysC}%YXTdKof9;;c}&Tp&1)`g34H&*x?H_>k_3-IKyxk6s_Y+Y z7jE=K{+d;s!#fiw;Jm=X;`s8bn8Ul1DB+?&DTEYQ|E~oIOx3!UxKsh40++_6A#hro zf!$M^ncG)pN8rlhQ5-KF6$#WjHtj{b%5SGq8y87qtj`~Yi@wd0L~bXFP+oYInf1Yv zR^>E*g;gw~9D2AUaEcyOLdeEdEaPgBUMoJ$F@N#sa~j1~1-v|>{9jLl3O*G0eYEgR zpK8-Z`OSJ=N&+wQ0^)ofQLTQb$*J|BclU}97EOg>iy z&fm{C68kDP1MM``t(Q0;NDgZ^WGefL)AS!^)z}!7wiD@`;yXBd$8;0xcmquNu_Y=e zH*J=7)mMz25D%; zRDJmwF4V6+$9q5WSD?lH(ojV@&p#UFu0+ngj|CpRMZSQyF@qW|(|Vo%F%t+u=7Y<6 zz5Wv#v(eLMXpp-g!dL$dD?j7YA80fTG&el(cc6KE#@q$kv20nGZw?=jDd7(H zN&baMUdYAwdizW^=k7JUE! literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolValidationError$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolValidationError$1.class new file mode 100644 index 0000000000000000000000000000000000000000..423bf42205117ece01c106c38bbb768557f30e2d GIT binary patch literal 1921 zcmb_dTW=dh6#m9`ZIZZc5@?_oN<&OZoOZXN7bu&iHE9Yf83?4xOP?mr)SYBK6YcC; zee7T88@~d9M5)9B;+Y?X_-5TwlbD7`wKQ|i&N*|g-yHw>*KfZAxP@3?RqAlp+HNSj z%49C=*i?lNmCSO|R^0NZ>v~Tm+Ng##_pMDfWumubrma~^Q=2xHY7hdnl2OSUuz5yp z7w+_Xp*ERHjZDH-Yj~O$_u}4OQbSpw+-_VEm~QXLz6=v-y5YB5JF1gKg=k42Xdhzs zuG-4GU#moQM_KH1$QzJ8_tRt`} zb>J%&3@R4*iUlt!7VPsZP+itWXDb5h^X(&)IvSDpa0R1AFm1PjQg`ORXLoqtewxI;RNylWV4vSjTEJDfsd$thu<*+@J?pE z$!4?p3xetJ$uk7x&I$i({(+@mapNZ{4IIr3F8t$Y7N0V9{=-qj(~G2cxoYejJ|JDQ#OX1+W3yWh9} z_|Kic0XUAk0%=uOik4MS)PiQZj*_!%O_|kHx5DQ@Wuey{0~D2+#D@hE=NfVR>kFTN4Yp(QgqYRY*RIqY{e;SW`0yH&E(a->S#G+wqoX7 z-7+0zIA|T~58hv?H-I4aP!g%Akig95wNoDAY5{Ta0i1Xm zM=h&ZDc7rWR#Kx--?M7s)Kw||Yj)#X-Snlu%)U5)24fRhnChcqD} zA6xtZ0yFpF05;7ky$by+={RlZ4 z#m9UqpXa%KJPsj2Yz+XH)j=4a6xf~_&rS`Dr-vxZRj|C$A&Lw5)DFA|Rp8MT-en9! zE2u`+Rb6f9N=_?F)enQJspQC*gli=_Y)Vc^>qyLKvsBJRhfkP}#AOD5qUPjwH0n&^ZUY}6t?7SmTR<6k!T!n@7kh@Lv5>$QeR^+ zugq@UY=4S%z&$Ki3qU0(-el6=A=T&-IX$l$6?$~8N|*OhC9cOPfx>;Tyr%wKm%An` z>D7D`d-0%bT@eVCnQRUP0Bz=*9D0nzmHE<89p>)ct1_h5N#*z~u18RkIljJjtySie z+N{BH*kkX@e)^rT(;jU`yqZ2Ro~l1;-*)X7ZQq76QeE?N_ZMK{6KSY=$*a|AiXA)vNzQz)8h2(*J z`({Ynoazo&6V*2a9xSOv&F?s}*agG%qXDkh}?bqi&0$Y&4PhS9IB8@e|53 zS{`0rh(vgWVxdTAUnsV`us_r*QlZ|^sfZlHC~56iP0PGmvMLV0%V_I(L;9k|ZQ;{5 zj6d`9A#LSJ+xVzO#Xqasx;kTMQ}QOTBdZro?>m}2Cv9`ZF|{1LYaiwJ@pz>)quD`E zG-H~Y?FElU2DT5GIm2?uaG!Tflv%4{=d@v6+J0!V!Vle&c2;+EE;eAA7PAlom{VgX zEz5OWTP^!j9rP08ZFD%yCuCg=#A5QRiNC_UsH}YR7q(9D+0Jkv_g8Y?Q#tW(Do9JG|x%1s`BGP?Bj_o>E8~ur3^gEcj zaTodX@!4C@|4yS#c$fE`X#O`6VU)TCdE0}V>^nf$o2ZOQTxXU25}s%K1uP(kmr-C_ zI=t5d>{8%x5@}pSksICx%60(R$-uqXU4+id-4ZjK8@|E$^{~Ziu*KkbR(J}lU@Oxu zBcf*4KZ;nYi+*2TMu^TW;_7C0ui?`koH2Z+?l>yg50>(LBafq>PYHQEwTOi!eDOBE zDsTsH0Mc^E!=}X>aoxip>W>cSvR_tG?AgT9kJegRSZgUZKwp0xSbCNxA!*l^>RQH6 zyNTW+e%|P4TMfWATnhkfqoYM`x&@2UCAQ=&$tTHl`Mkw@GkdQD+-$-UdqRZdHlHuD zwU0!2$YICB)BJA4Bly5H-yD#)N98TykOz-BIEY^`ihenbrVM_S!LKv;4c^S)xAyKcKgjim=-$(euBU_6G+W=L^I!MwKm0Fa2&gc*iMMD5KL>v^4K0*(x{q| z2~b)nv~*u6ZRy?uEiG*+P{=}BP)k?3edw2-a!&i9pZNtnr|EO08A+BEj0-)dADWyQ z-MRO@&wcNEpLe-_^j@*Jhte56t!4D_!mt(URUiajm{>M#j?1}b)~28pSz1X(jFhcsQd%Ms%UWqYH8-Ip zXXmsbS6Yh9XH#+8FjH1!+-da=JL9Lz;YMBLSlmqOMToKmN6i#h&T0~ExYJ$Zc*?Mc z_6-!v+`KCvc>7Vgt5aZ%;#Q zCj=gTTOnzt4Jf$w@M%P;RGqzOSfOr#4Z#ih&;VaOJZKaMwMN|&yTp-lB_B4SSw$`U z0yT0?f&FiB0|ND-j2_pG6+I)+5Q>}0bV8RD5(uuRkwBx7S}~V(hu#7^Th|h;ZEcr8 zR~7749&=Ei%`Qypwl=5P8mTJg1zIY+v1{4pK!T6Kht?3(S|s_z^KRWG-MXvb)?GBK z-sQM;R|U}8lND%N>l<|EjFGa8xD|;On}=)#I|Q~a==SL0qlb?li%yNr#E!>~j7=RJ zJ1DTFwTc0JcqewM2w|5%Z9<#X_}B(Js*JEPqtDvI$!*(kaknFJ{a;52wa8 zBf;n-aCtR*lP3{$tLQ?HfOkR?vt{iW_|S*la=kt zfYBzthPaidw2nG&BHPJuzpP>j3=UUU@z4WVBQd9E@+ZN-*Obs$K`e&m+ygk<>IB(0 z@ayVoI7N)CD9BA$<`OWrmMMzltDY()%}}(A3r+#jR!zH`%~`TDjrXcBLGpUFxw%V( zIXaPzYy;-8!p)axQy}nZW;2JtvIJ6aH$6Ez6+1REHA<&$bn{QXKJwvxxVIkn;Qa#E zmW2Tle?d#cY|YlkPRI4Mj2Q~<6NtpML?URL!Ce`~=cK+XIIGW-OTk@*gt#ksr(rJ! zi>Z7QK3K7fm`o)LPEvnR#r^n@z~)fCl8|#9+Y9WdW~R~A)u4dCFq1lrY2<)GlWZw7 zdC~m@R6U_5S<>cZ8XeXaf{4JL%5tKT)$uB^huPUzSU#zx^RUi7_<77^N1<;{w^*O% z%Tu>+YeB`zs7xgdTTi-D_32VDyKy}Q*K<3bUC0P&p-w8-xo#OC{hiuy#(XHh8nQIIdgM#U7g%d9%Z8UrpEhKRC8B4JnrzSAr>cBBevj(8 z!sE}~ccrIWggxD!n^Y-6JsXC#l$p9KX=W{6@rbp(@=jbRxMz62x~ zSzoyQ1vG_gJI-SBv-}qLCEvlq7+P={zbJ(*eCSksUyiNB_!Zk8sMst+21khLxr6IV z`Pa{(^8l3>jNU!XaM#XhY%OAbSmH%XOYZ7sT1d5A+UMoJnr=1 z6$I*$0Iind* zBY@B05h6cJ)_k74Y$5&>zQ9%^4VJ(c*;1+ZJ$RI@O}sWg!9x$Dh8n%@@Gpp0@MYpL zi^x>vFgQvXDYfkaJf|d+Na1fyb&}5gojE-I42R0eysb#)ZCpZvaq22Ee}nK$SPuLF zZe2QvKiuAN2H(rU!(%^#?^ojbi@1LLfTokUe*Cb^NuKnN5cg@0NXOgn;5LTa=>i?p z^bDS<1Z^yWHWIX;Y$HK;Q#l2{B}@xj9{z&fx8(f3%HJCP&EaQ`cY5(V_IR)zzo#w! zpN5Kw_J1o4;SW5eX`WMnXM3f^d<8Ai^*RghpexnlxoLQ#_;D1^ tNAUvAL~$19qBxHir}^hbI`L09ZsDgEUb4u^KXQH(`S)`^Pvj+D`8V#+BoP1r literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline.class new file mode 100644 index 0000000000000000000000000000000000000000..902c68504f26e41d5199b5a043721c401f7d1ad9 GIT binary patch literal 65088 zcmeHw34B!5_5Zo|O)`_o5Qd=0AYhcp79b%BAqj}=2(ncW#HBif2}DAIc>!@ptwrlz zm#Vd`3u4tSZUm85BWkU!TH8u(wXIg|Vry+{?P9I+|DJo_d-LARo5@T-`uFqs<@3qB zJMZ0l-@WIY?>Xn5yUY(he)KUSIx29Kpo(})<=Xc4)s^wpiMCF&vZ=izQQ4e`cW%IS z+T3Y;cX7-5L~Bc1B1l3|^z`_~cx7w6ZFS|Mm8U0~I)h{gDxBQX*3vmekTG)9vIrGW zVVD9G6f|^gdnd|n;)>fhbfOlsa%PLUKHk~1CedLAsYp&jQz@82{s*VoUT zpCrYS&W@J0)sx(}G<7EB(VKo$8m1`q7c|h~z~YX?`glho*=IpHH!ng5(|{t9bcmos zR7*kr*2?)UZEF*&j)|LV7R1*FDHf(d%%?ud9P0jHL8Tpu)h%Xcq9d_twiXCeP+#3? zRTVOV2Se#FeoGnZP%?B(ylqu0SR0`u^pjx_8nd$_-kDf^R`TJI`r&Xv{Z+9U?QNZj zO`TST2#wUwN8x#5Q=(}@XJTRdszkDUg?>IJ`Fv@6du#IfIQ_g5{jkc;)XqSqymQP7By>HT-zu>i};Y6=}4 zrlV-8pdw9AsJ;+QhbqcJA}rbjX(j}*sRKAk%tfDD;;ou`f+j+trBr0~F*_S0G@IrW z(=0m1O9&sK3DP{M;Fh+H?Q0WIg+4tWO zLUpv5d-NH!7CQgf#94ys(#fN$QA(i_)~BWOEZYz*>1^-7eUyXVSwc&>uH#{I)^C8} zsQ2l1dar#6v7AmQrXjRK(3tX;@_6~!`1W1pt*7&-WtKyuh5;P%|NI6j!1k!IolTs`2qp~H208p6?y-W&5(4p(KS+NS4<%-tk zsa&z3THC_7O*VuXwtItuD@ZO2DcTKBuLGIj!HqEAMI@SraYA_)j?V#XmJ`gvQ^@!NMy489WU{edvto3T4-%g zz(xbs2^!+#+DzZj(z*&p_E>bYT~P6vEuCwuehYG3m~7;68tN}6)z0&b9Z6?jgwCLj zFs&!p(^2Uhf(o}Zw@Zn04>kxI0DUlH(Q%88UpjZ;tW%d9zhv>Og)?VCsU8IVkS1;s zI+HeqX(K^_6k9K1sS46Lf-MbNx_gf45fy_l(Tv%lWZ;);V zi{O64A#8`89^k1*<-&c`@@2ZUm~Nr3*tMwl*w2IXHTVi^;^smiU5z?UjL_|LM={+- zcfzM@!|e#&MVt7>HbFHhENQkJS|B8&BNe2t!=^(n7bHv*DiYjoLW&z*>S^?Rc*$t+ zy>wrg?xAl8n$pAD*69juzb&=?Abks6nqOWOq5CxhA5h=NN9ZB_{b2}&5}XKiQB#<{ zO*;e~<{~z@u{z$m1pZZG)~2S!dKU8_?G#km1fR96v%PEt3(mU4h_aQ5X6XI05!!ti zQO2sI%)vp3cBP1g%X2EA?}q77dJGP}HiD>WR=jCVdCNus*CmiP^P#!JiPpqAn01vW zwBACHpsA^5E|o<+5DisN(Z<_qM4I`|inMAr=MhxUTyB*YGdScAO?<$&%_~>493d z65K7|%dXtAJJaK4qBllE(A&N0)8x^kF(64nnyc&n{pzVy@B5aUe>2^$!Ir4o1a%w| zKM^R0P54m}y+~Wa_*ly+sQ0RD)vnPa@=7I1)(|*IFTpp>xs;MWi_t;)nU2}a)=D%& zKWAgShkhaGL4RjSIhc0$Cb<+t&l2pS3z|g~vM^Ogt6mM$%k)d8r5>lH8tA=3&u398Ogz`rLbAGD~05o(s=nMuf1SWL~-0$<)+ z_(btYVk25NLn~Xv5qz8BTZcz}AOhL#n6H*WV61O@+cdU4vk}@g*Rb)~?5C)cUWX0l zXl5_5^4O(kt?#9+xaL4MAvcwt*BCQ}rqJf1phy%#o8x0Gr=ZR2{V?Rq zX`45elmtas#Uqm(NasoVovd6^3Q|PEqFD4nAQ|qkM<^_Dg|h^gIPYfL!X6QQMHC84 z^kWJ+%KOQXX5X zaE;wtXHa2Qvb<)GC!P0+z3-DlwM{KX^^rwlIHP(vqk4FLsJ82IP(7OQ<>NMG!+Dba z8p313qC$*yLD+sv?;xB~dQwDGiYkWich|6Y@i@UEZQuZ;?B(Sk#Gn zOa-XW2#YU9y}WhP^#R}Ht?6cnEkbVeSA&ef`YM9h+6 zahzC+PN(pl9;$K~J#_s~4HG_0XtZ^&~_egy>)JC{`jqW#;&^UF)Hy z%yCp}&dXV5Bj}6!r>4oi^z+w?_GJ5H4z#8LValWseTb*GzB-A5fG=W^+D#JOQ{wm47U;CWJU0hT9; z&4}het9P8WBmvdl&olReTQH{=iHrHYpR=7Ln{MT^xL8npo|g-3Di&MBrKk&RTE??j z5%C3m^KwL2{CMswt(Mkt3@==cdHcp2*J3*K*{I`fpa^keS^;5)=4poZA#vu-LEwn3}p7DDrF zvCGj>)7WYHHcbWa2&6Q5*Nz?vdg{PwhBU)$1JN5?wD0CM^#6JO-PjimvVXdgo2HrS zhb-GDX4W(|i&@n?Q6zS=s@ct|W;d&vhHRB;q;*uwJ(PBP|yQ6yer%)i2ze}yqWIa_tMuqzs=9^u{VeyvuJ<}f=>J^Ti=CqO}t+JrN0*MZP>ZkTE69;>zu?`V`E*9^IcX_Fz zQX9FiQE-@v6%j3MYUz8Cy6U;bDLHAtjJ<)^n^Ohp?1uidR?lbFpGgj|=JZ{(ludqv z0)fP0%yu+m`6zcm&^!Lz%T|lOjp!L|>FPH9j^Bi;BOzX6Ya=fohm5y>`GGN8clWPa z{v^Aco8y+%$4XbG~Y?bZW^-5m_jMP}4HRgoc{_h}E?3Vzg9En_5>;Msl9p z%D^cHf_Z=qkvLgWEc?j5SWAMf97@xMbwaD!+-AHoH3@rfb#N`Sx^yVP+7e4LwEDz8 z#u;kk;g#8j3s_mbZhdFvDzmi`p+F>)YR`Jq+Pbb1bwRdUE!k2bI<=a;H_C~g{lwbi zAGPkphEKDSw|&k`m`xom>v`iqa+6{PUgxG|@?6yA;S4m599Se{&@}j1%PIJYIYpB^ z_1He593trCPmH!|V_tzgEG&mgto+Hzld|++az|}Y9-&v3csk&ykz5yt`IUw$DVIlv zI11wNe>_;gm_ zxlIxB(8Q|7(ciNLUHgf#F5PzLLSpUw9TS#wB=#`#?n~utSS@!H_oRIMKW|~^?PKM9 z*4qo1fY961S#Re}MMrI8g%cK`+MQEFo|N-S*4P_e(wWd3z_ACoq*xv&mtp|{*6%7A z#@5GDR?QBY)m=eHIxTZ)u{7A{JR9rN13}|*au{tPhGrdRQ!7iGg7PE?fLC8S$Ds(B zo#H7ta*t6EWaVitKe8s z6j>`zvV!&Xsv?P)4Z?EO-EO^sI6M*WJ&uja(A?|g8DZHjJD8Nv+zHm)dC}8p8+HP> zWY;07t=LCDdsDGIQ({q3xYGhE&%g)xi@@O+JunT^_MDR?T2Ofpxs}}KI#X@a*zR4P zfmSYV(G))R=$;IL{Wf;5hi30{P+pAlG_vR6o(AP5SPHK}hxJG;tCTxy?GE|Y{?Ii! zLB>a?IZMqloVejCVlCnnxX`8KRdUAsNJRUf{w-(DU zOB}vYkkI?T(#~hdQz)RdCgh^EQhLD(3`_59ede50^1%N>;W*oFdgqWmy+7LA8=aGL zyK_@Jc`njR;T@}-yNcvCRyo^PlXX%))kCnPz)?3?ZI|QLL*|ZYn3MDfRbsSWq=BS>rrjB)eJTbhF0kW{s0|9ywL&bVZKBc`8FdFWt?{PNMxN zFIoeAFD##y&){?}mj=>pcNEZ3c`6`Jap<3CX$*!`12~0n)0?0Yh7~jeOw|7B~_kXcJv#9 z@@32ssl!qEm@i90r>S#0^e!YpYqD#13qG@T_T0LuUSPe<;-os{^{bQZ(_;7e_}S4* z?W)|<2JRqPD(!t5HQ8OssAVDg2=i_ZwPq!EZq86gw<1#Tne4>E>9dIr7o{EX%XEw) z&hr%w`#_b{7kYYR`}P@L4&CY}L%wv&vcb~xO8+Xe?~a?4oFQ`auZKeV*x({(gJDR% zjwNQNMk5&3&QCU=PZ17;QR-Ga$n93B~w zf5gF8$oeNf@f;^4?va0v3M@)HGK++j>(gP&t8q5$i_V#;85o!c7_;!tzm^`T->c2O z5&2j7Hx8A**SApOJf|a)22md`SUF#vjk_Sx8E=j^VZFv#LHQ5f4w$?l=sC9+W0gaR zHSIXIoX-|FaY$_Y+70XdW*gF8s0-=?hkEl+zta6GPm5H=?jf}GlvVi>oN@_+`7inJ zu>7a|03`X3pr#&q?oWAN(7F_u!~X;h&y=sr|CSO-XuFu1==9H~&g{(wr#1F;8e0?p zI(YGj+-u-8(me(i!_C)L4lr5Nv3Nsg+6J0zxJYcmF`Ae$vdjtZWh}zh{xcKyCSBga zYuAi8?MB|hski3o{d)E@b+2%3;w+Wun^G?nLRO`iszYG;dpJ_L8d-d|3@cricG`fw zt2St0SzFQ;=~WTRgxUKGMc`9lH{AQ)QVd0&Ai;`ZmQGU) z1&n@}7ws8@y#3hdA2v#jgL*hd+J;H`+bmHI8Ux^?0f!lLa1b)9RQC7|2BI<0z|T4C zF$U!U#PlYWrvQe5IKUyP5>R``&;It7YS@Pqh5s9=ufeYuI3B0Jm*cC0ZDQEb5a*cl zT-P6Fkoz7^$H*x39uBd*m$4)d4I76WyhaaV=*eNpC}cc03G^$hgsmh1m7mNEbY#ZfOzL=T!T*iKROdL_ z_q5lNkx#^N!`6}b2 zh%v*MSwzy96{SrWLuR71Gm@_B(S4em8ntnc*sL`H5#tzRF2=6LyuO9Tu|59ohfkH3 zzw2*_s_+W|^Nj_iB#ea|A;^UkL1Qr{U{@tpZdl#3&swGA{WxPuvGEyWDGp%j6<9se zk-!maL1S6iSk6vxPLoV2i<~K(YYbrzqso7Nyf<#IO7zI6>*Y zKx_^h7qUR~XCK$zvhK)3LvHerT2P6@#m47Y9IzmBMy}%E)Z-@&$pNyK8fy!|r)hxf zY54vg`d}9eYl*DKm1Ydccv{ACae3Idg5`o^F`kExY~&b=@hhz4<0|87G}*uzf;q=x zJazfW$iZGAcSNM%Q)6Nj1gv)NZwUbsd*#Zw+r+YQL)f^HWn+M?GpzPHqJeYZv%P4I zJ!j+EKxCCwl5vx9GfM_mmd?&gb6Cyr6O4Y2VAu;Zgb<$^p|IP$zXbwoWLRb7wN^5X zkSr0mg^k-;B1$0l8hA`L0!lqB3~Y(*Q5yD)gpRTAuK{G=ec28DB_tl||S z@~IMtl;-bm*?{YxjcXY#i4SF2LhcP4_pyWwu_Pp=^^UO2$X!_ct59Uvzpzhj<= zuNqgjWNpj(^$5L}#aFH3iwWX%CRU$?g!;Kr^8{TFr~#eZMXx!*~sHseU+C{jl+u|93Lb zZ2jzC79n_}6zD*Mqk4+Rj`h||#A#IklrQYvpk^`p?DoMv56Q)qG%;M>xPA6LqH z9#Tr1%4gu9t$3SK2$=aA@5l^K2{~$GW}-QcpX>%6fVU022y#KZV=b2LsU`fzU&6+_ z#$U1c&8e)X(|9tr0xIl1!I^XV==t|;h^zPL1TL&m%9XJx6U*EU1a>r z_#k5Z*7zMyqifb=B{&Z>w9nkNUAIt)A&-SlPW78Pb`(cXRlLf&;rZm+ihu zRLd&SD3O>R+eA?-K_#VuQhCfk z^%<)=wEB?f;6eS9_o@!58iLAXXz09X^f0dKnBAMFs_M(4hvVK6o_oV^Z%VYB?^PE@ zkHmF&bxCx@pl~U8$p2L%@qLu*`)K5=K)x}@?EXC0E2CrQRYk{HHB_n^?3zN+szHH) z0xd6$j>nT~r%cVf;n7;(GKJ9zxL@bwoH%blwBDW5dD1X%T(l8SCZ)A7wFiaK$((QA z(CATvN=rkfg{o&ErdpM#nqv0|Z8}=Lsiz)KomU^7mMv#>=AKVS*%?;ZnJ&7{vRi?& zvmL6u0JX(c=bb zDlM&A;?Vv0c?+Ymb=XqU;YH7P&*p|D+P94Vf4&-@#v=P6;4Kl^{7y_szWhL?m*ijR=d)M3D!O}1TBUuWyDt?k z0rcU(WxXK_UiO9FyzKH`zU+$LyzI(ezU->ryzJ^;zU-RbyzJUuzU+&=dD(TneA)HA zdD#uUeA$h?dD)kG@v`Geq5-I$f)jRM6kxpvNBX#-(ZV!$rl>0D&T>RFJZON++8)n6b38R&FYt$r8F%||I{o8rDZwTlV$hU3wPg)4U=*eHu__P zloYS`+_{xcwdD`9ypj&h6aTf}>9nxE<{q_w00zO>mvaj?kNv**b?b;{m}4 zz1e%Pe7eFrEz|nPn}7z`{aYOGh+{7?ejNlCJP5Smiv7iklIB>BRR|hkM{s&*O)xNm z!7$QxWm;K3yerY#PqR~OcE4B^pB%Iwtaa7EepGM}t=A2b;dsd60xnUWnfL4PYur!V71X;csCQS;;I5#dCR|%LVHny{ z*AT89uTm4M!Zr1^!)nJ&Y^-mX;G`R>s$J=ZWO{sEGF@GhOxGmqX{ec)ykA?JOivi^ zO4ldTb*}eLbiH??>%H}^_o5$;j4CM)kKQkW%HmL4J#0L4ehip8p-!diIX!VAr|YUX z-B6>_)ks%YO;G7tPFL5eblsSmaCI#Ni+Mh#He5ZSUZp2+o{0@AJrU`eDxGfNbhS#? zkLPr)s*Y2dO}8^CM3HC5r- z234+M!kCHS3FEm>;54UIdmE}6I9H z1Nt#BJbG3b``WSJuCrxbVlGZtF)3%}C*pdcmx5w2&2DbJ2{JqxBh8|iu$N_ke{dRCP3Y@F*^ zIOW-R*Rx{Jvq8L5E2Up!(B}f~d7uV8dri@RXv63o6dL^qm4rlrc!UnxP6J2pqCqQm z(4pNlWIG-1`Bv`vHp265wCCGc&$lYix0(kOX>0L0oBH8%6j(F?%$P(&@LxvLr~?1v zXbzY(hbGekd@i7Q_^I&Y@qYrXpeFn`)2Va@{yS+@U;=81po8cT)uJv!y>&E^4At4E z$)F(aO{*xK^axEGQ#u2m6*~zB>^BBtfyM%(u5e7OU?(k-v^*AASTT0=PCCw@(GSz% z$hHhqZae8jgO(>7K8}jyko(a} z&?KOGy9QNCWGP4U2X@oyUDUE-wAewd-PBg`2z9P_gwEbZf%}&~NSp6RJ|i#@pAd{w zgQ$VIf;mEbo=wB(64melx<03A<#Zuk1VK^|p;eCPC5Tkxu)NZ4*2Q+SjB~(bFk1|- zc!DmunTAz#(qOx@5)ZiXHR?o$0E^612N9 zstVkT=KTWy{Krf`82@+0kl}h}*-pAiP&eJOz?d>-Cw)~jc_(cZbTi!=3+$x3ajPI! z&`tL=78-TISYa1^6ZsoMMqN=Xq>F@OVXMe0PH~aqSaCOfyD?(a^@&AdXnHKLogTy` zyq&hk`r^x_UG&I`SachWiAC=>rl4-r$l1}$?cH=+W0+G9aw?#j8!K6U_uiX`?%sPE zF*|nAqbo|kvx6Rg96eHu5i=+}VlP+{4U!Df4{<;F7ob#y@Q=ME+Ed+46-j!^PE^pU^Z+0$D?uESD&Gu&WRtKrEI;V44 zuT55l?j`g1H%dwM6zU6IawR}_6}1{C(6zXJ71yV5{Vfh2ETOAJU*iN(ianA2kv<6N zLy#UwSBt@Pr9wg%wA3lo$3nvCU`sbW0d#CZn|IR{K;Bh&%3v;}F9YEGG(?YDPmA$w zC_RZcM(|%wPeT#(p|3)-eGjQ3v}id!gH(`O>0EUWDnSg_XrpTSBYhvZ>kF;;COwO{ zmC)a5uvN=nfmU71pJ{|u%O9ab`JRyrQlF#ewE{6Z(10jjTpcTTf?m9t${8vzHkQOn z9;P2#SS9E+=Mdm6(=UGXk@dBvEDv9WL$y%G!TpkFmcVqriMEv(p1 zzmAoR*-o#;O2%%dH*gQQ{4Fk_?evFO3BLTei{4og>${Dn$NJu{AX?1r`~#yh#HrtQ z)4Pn%hv|)O`s+eYyw*+cE#SnjyXpP;s_n5pfbL0|P&=GLqxQl^^i{I^evsY^(qDu0 zt_#6IdXb?y+(Ncr9wp>2;*&ED_04F5!jpBiZ&u9$PsT~U8ErTwv*L~dtX4waruw!Z z;9GH83luP`0f(dM7TCC3slzytZUQ9kp|8+=^fh{&ZV`vkZKBLLQ4BLq66JKe7)iG% zF#doJLYWc^jB!BYAM{TW0BlsJ@bn`37yX;0=u0u3QujWf|BxXH=?GFOb?-y^FX;Rc zTo0XUx8Pd{NNaEx(G4^UIX(vL?}KIE3t^6+wZ|e}bTW9|0ejDIgR3E`6=(}+0wBtu zErIHJM}f8vy-gFX62GGocWhFxVC7aMhvSaFvqjTJI%V};vAe_V>Ti-Q=XBDhlwGDyL6 zgn}t-GXVauIEZ0d#Hs$>qPVdziNzZ;VR1|<79qcZpg7!(MF@izi)ndOnL>PW#xY6p zPG$^>VzmS7}T|<;j!mdxDc7loZbqBNcL`zrh9>l`>CBC zpv}g~ghQ?A1>AcN*T3WYKaEp>s0V?TdleeL0q-sjbEMsG;8GmQXvDn|g+{4Tm&0rs zoDze@5YVz6j_Y1A6oUIFh^|hZXCW^LeV~ySraR%}F!GAgjtXdmlaXgLeMX@t#3JwD z?RyU19=GuJG7Yv$ykr^4kj9$`^o%$7v>pWZ6Gw<)7T!Xz_kHo$hy|Vy!x?XZZZW*E zPpr?wVuXdaJ}XojcpIVcHXL{ZYDVf@qZ%V@C`(icg|~++me_{!vKVq)ze`jw-gby_ zjRhXGY5z6VXg2#8O;}5|=rOb|Rv;1b#{YGZwXwh=o;1EZ~E8;yvS*hUe(sMSUh zshVz40jHT86N|v|WklN{7TQW|%lCdz9PNSHa1AxbG0`QF$ut0r{FXha{0D`6Q|B` z4B0J?A-mmzQy6cr5JxHVb-o2BHeZH<6OYQDQgG@6^YvW?rwHu=5%7dJq&a>I!&J$m7JqSfORF znmEPwDi{m0z0yO&F0pWI4DA}bT`a;CMr(1b82FjBQykCuiEN|cu?X;kh(Zy!W-;TZ zkW-7g#oUFe8L=?nb8`k`MSrG{8tz4G_&6iJpqRj8_M zXO=6EMJi7nhq<07>(BsEb=Uw&HYJ%&L&JVmz*SZHs~k{FhH#w%7&K!Pa;9+_yuar$ zPWlsvw&JPp-BnDmIRRAc46n7~Agwe`FtrE||gJh4d zzyiSZGytT=X~YR)g%)~ooF(*~75&9Y9G2=YPR3|5t29!_99k<0n!f91Y{IpcmxBmy0P%?y-&polX0Iil6%q1kdi5kP~HoQ z^&pQ>m)nS@C>9L|c@Bm%KHOMIql_j*;og8w`VE3RZ(=OnL}wVQ5b%0kvF2=$dkMwF z8l_d5P;#$m!M(-M8>fr4aGsG;#4mz7JxYz6Ll_1v5Uor~+?glV!A&Rxix!JEXhpbO zV4~K4oMNY)q1|b@^hk+QP_s486(>4ufa*~Zss4tq20BA@Sj@N=a&i!=+zMuNYVwcf z_)%kkqoHGV3LJR#h&X?TxDa7c6)*%d#3cfH{FX+4mv?#62IE4DNi>)288PH`FH z*pXB9-IB)A#(qW}2Fp9e6{t{Lg(z3FVyC!PQe*#EzgTIkzYag%z4xvdgfq#!a%SE% z3M=MeY&itD9HKAaAP0Irq*D|F>!4qQ^fxLo5@296)f=m6sj-GuBHfDX=i%4gi0jvk z)9H5Hy94>|q`x^>JDUy?Uj%#lB4u(-=IEfJU&q+wd_ zQl@3=iqUYiw&_fFHx{#LLBJ20*t9%}fBv&g%e66N;6TO*Cy?Q9Q7(2{6mgHTD7(ac zEL+&JTM-L&iTihmhcG}2sbEH=V!L=a78$c$YzKB>YPw<(n3}t~#G@->eYR0$tdDJI z(6+8_WoVE>oblZS+}wu|yqK?A7b}LvIV+RJ`LAVhv@VAV@B}HuR&8{&JLi3>Y{pj0 z?hGYw7A=1|HYn^&C#Pi6wDi<7G9`$o#Lor5Rtz|yk!@_at}<(Uhy3O=z5wez6&@MQ5(#n zGBXgns4`3jRQ5~CFhyXPo>zvcm|mfBtHjF)W4H~|9S&G9p2?;W9}|yj;24*pSsYBL zd$o83B?@RZK=v@4kKq#E43rRlH0!@-0*>?mLoJpKck zJKX~sfJa3E#WN0gVA}3i(TE=awoWKe{E$O|;yDflisunt0DfM;1>>F{sVKvfUE-%I z#&EPd6exbgVB%1qc%fSyu0nz0d5!~$=M=b*_@M$9$1qhKa76}i32z)w!zV5Fuv-s^ zqP7hN0KIwC_ucs9jCLH*TbT!LcGgxapy18w0)d^e-Z!HMdMc|8J-?>rOx#$7o1;JaLyDP zd`(5?5#@M8#Rf5XswdG2LGr~`|3{d7vI?69~rkQHu!e8 zcrE|fp!l~keqQXs$$7v|@waj6w05XC!84wqk?c%$An))M~{By&03W zGBD9lZh{A+neuCMYPZ5dsW)?aD-=pqY*35?N^7ZIOh9a~ownin0`9$s>)-MHpT>In zm#Cu;#W;n=^w{8E#or*R92?Z;kt2fdIkCaNyJCay!&}s`K~80i4T^sNWgHv)C-9bE zY*3d-jSc?1H+cI%{KvxETG;YZz_BP6d_sK0cnfxmkJz(+SbS{ZEeg*QY2fW+g}0A@ zx8M%3SLK59-2;|;;R!X2`pF$8Zki8;(ahj}Ez z@ePD7oOnD^JaB|7+zrh2G3pS6?2?%Oj-ib(kur=+@pf4pi^6Pvyc0Xg5aH;@5yF0O zJYj)L&@zcB@!L=@QsHhXVKuo)vA)?Ngv+c5p_o3lDO<)YIhF8# z#KI5zSVbAL2PKwGBqz0nU1Uz?B5oAe*~>C#PrgATQWdcgnRmManO~INE*Cnd0-eW@ ziRjPgj5Fw7Tz?{_(m!$i7ry@oGrS*)d9YDa6*{}AKaf~vxv_C76*f9c9dwpD=q#1} zfYSgM%0WBjI6rGCN7>d=j_j60^S74teo!_9<)olI%8gkW zb6HE@Jd9Quv(TEHNpn>eltbM(buuSs(p;HcNN_SHXVP35leH>r>dZDawMXmeQZm1? zmQLliPwUB?-U=5UmjjO{z*??=wKQQZSHM~>hqYV*YiYt-B9J9c1SXgJTT2z@SJqNi z$|?*dVJ+o&S&c{ur)p#^@Tg|e6bky=Xg+P7qP6RUlBJ7?Ch4c^vj-ngGQt(Vk1&n%j~5zF6|dt*3z#?db?cc zOaPthU@hBVEjPegw!vB^U@hBVEjPegZUi#hVJ#E>*3v;|se{f^2c4xBI@v}p15UNI zTrN*=tmO*FT5>9*wFF|dwLCFzYpF}5SW7uI4Y6s~G8M75{lxufkvv6y)>=$F6Ag#i zrb7=7Ma!_1vrxd2spTOIvRJT7p2jh2sTP_d5?`!{Ujp?-Aan?k`(j-C$+%qUXMYox z{Y_}g+U&BwNJAeqD}9jA_II_;wZ>(Co3q;A({1~^PTAk8yzFngV}H%0{q5BDcZ0IO z%{%4UzV>&6V}Col<>|e$zbxvX3(C)Xv;e#t&#JPtJPQAbH2dqSEGSR+Am7fMw7;&* zZfw~ZllIq@F}PtcI+>wGTYw^E&F>>-u73Q zNVUIBX=rxY-%S4Q7I~?Kw|Ss2FV4nV=qKdmjJLvWdAVA7Ew8ZfhUM9u2Hvhvc)J{U z!+7&boy)a8TVA2?w!>nHJzBj|t$5xgud(g#4tZT;5M$LO;`|q2H@g>L%XVu4c9;B8 zET~pt2e-?c)GBOwGq1vySL~EuWyE0}_6S~wZ7;!=H#6dR3AVhcTV8{yeO@uHmSAUG z%`(jztEP)57EvXq=H=xYbb6^W9yy?MWmCAj+``>BYguz@-k`k313f$coDBKha&PA? z%aAu&w+5ifZv)W3>B%A*gZ3-z71ycFPj8M3hL-_`*U%Z_TDr(M3*p>r=|yoFy^rfZ z@crM$+4O<o}s__PUqkqRyzaVHlM*45L!RFiuhVHGs4Li!pgH%7e~7 ztHCIzF0clpAuKV~gVAETiwC2U4e!@67`+{U?1KfHdTCh^V?qr^3o#h|z8Z}3D)J}P zV6+6A5C&T%er63ui}YYrUX}*PBeBH-lQpQ(8iuBuSH9Cv-XZVwgXK00mfJMo?smZv zX~6Ps1xN>0N3jw`G8(JDY;#w#=|pd4uvk4=nBcKCsMKw+}2+>ejGSb!UWSN)Zi9yE#6v z%+MScEN=xY?*uHj0+#0hmRkYKTLH_hfaN)W<+*_6U4Z4S`vyz3M9qdJZ;8;bmML{>SgN`+!ZM`@gc?CEyE#6v%+MScEWZs{b^(?<0L$|L%N>B_w*ku? zfaQ6B<@tc+BY@?%_YIbGxqQj7mV3}{4NFe-49lP84NF}j6_$_X2g{^G+fV*NzJi5c zHL#p<_~RH-(qYy%&;Ih4)=DnDi4&Uvy_-0BpJN~KBN{4RR5UEp#hnF5hhbI5X)xEQ z5_G=a-hwG#RVye`m-fkD$zSW1z^UP1UMD)oT1_^lzx<80rmwM}qD%fxZ7S6}o-jh* zDc{Cy5B5AgL*?*RchQ~|$n?$*`7UNNc?6B=8*X{5=x!>Ah190iCuq;jRE!1ZwC8RL zh!xLJ!SV+djve!;{FtcAki1n@@9aE=3ie__UJ=is$Tx#nO#;>q2^xJ^ma)$ipL^kI zxt_D^x^hen(wH6Yza1uG5W+XrXa2Eio>kGWt6TMv%@&J+c>1lIP?=`n=Am^J`c8S0oyL63HUx0*XhP(VA~hKwkyE4 zEwl{x+hifN|a z3Ha!=)`x9@B+z(+cPxM%-U?_~KC6Hhasw^I&v})R0$PZH7Q`~GJqyR~G7g6g-eC;u z76ZDB5lIdm&Z{q%=%up&mQj(0D}@*i+?B{7ApMmf{Z%0S)gb*4kp60r{u+?}T9E!a zkp3!=eh8f?52MrN5gu}n1i3>FN_cUKMoFQA62^x{Nx(r#0i8(w9CEL9$i3Df_gav9 zl#LSOFn@B7Il$zuROGJe7Ij@lZ7<1P3vyo%a^C=Q-w1Nog4{QP++PB@Zvwe*0l9Ag zxobi0I*_};L+%L&gxq8O$z6AV$=#sH-PkRT>oTVFlH3bH?k|Jfw}RYX0l61~++P8? zzY21H4dlKZn?C>8@Tm# zaO+NRs~OyCp%w&#&y;PnNuEJlWT%I7r}mn2c>Fpognq2AoVVg`nw?YBOvu-AayrL{iKJ~TMh`RFYqVzr8$tgCKsue!ywgP$RO2n z7)$jPiquzj%Ze`J+Fp`+4@mtONc}iS-3?Oj0jaw|>L)UTiur$OrPfz;1{)bD`Q&w$k5 z2dSS0secGke-EU72c&)%q}Cg+^cXn^&*?yr`g(s-eT4mg?IT zsqg5PXLcFedPi!65somP1F4?}sb8Q8_&yoeDaMaL>K8%kpMccQ<8-e8ErafDHi|q_ zefK_*`obKg`m6q={`vtVHBa~KFuu_(zuaZq-%C;t2C07vQojUJ?*XX?gVcLK>Ysts zFN4&-0I6RBsRx79LqY1pJ*0l%fROqge^Nhq07<=Fk-Do}c6Aw#_L9^*o_z(Reifwt zB}iQhQvVX9{uN05YmoYNkor}Sx)!9a1F7BP*&qz(z9^7frTQU%Qh(h5m& zVwdq$FG;-sr2Y*^{RT+=CP=*iq<#~mehZ}jElB-)kopafdI3ni2&6vFBh`GSSMSYY zuB861AE^h)ze?#%YA5zS zT8ADA)hO;cQFSzC{NDJ3m9rA}_%5Hba(J@+I;;Dn$pYhTM6d~k|7iRv?KQ@1F6(~H zC<+{(iW1t+cM#k%GU02=wafnbviUbzN>` zhu1*3f&4cRV@-9HSZRvCfdcz8)ODtHEwrw~^_5RJ!{0z&6V6xONu{pX@u;p_^;PnO z4(HouUAwI-met^IAhqagU}Ru)prWuyY@s26F@;3|?xzfl4Ky-m|L;8R|2vQS|IXu1 zRHhyr|9|Ik|NnX(cVH6q`3KPQ5gZ}Y=Oi-b21@1z`pykR1O0Ffl+F$G4;*w7;joK? z0|QQ?TTGf@1`aW)z@$Qx4mN3kNkjQgV4z8#HR%YGJ~rt{Q|vNnq$#d9slpWhFln4A zFT`QkrmQomPUVl8fk7rUnsk~;)6Kx4W?--x7=jI4CN-IXp(b5y(sL&LL%r@_CjHx_ z4@~-xNgtZ@Uz46Ug*3&XCS7id!KN5u3d0mfn4*#Mi(#giYKm#5IKdQaO>v4T&QSMn zGsW$uc+3=!o8o7t_^T=YW{USr@pn_aY>E#|+0T@vrudI34>o0`DXUD0HdmXnMz#4c zQw}iY6jLrU17)UMZpsr(d9*3xraZ@#=bG|7Q=V_i3rxAvlv_;sHB(+{$~#PXrzyW< z%9l*}T~q$T3>s?eCxEw!9eOV$m8sK-_aj3G6-Jmc(N$!_v(o+@&EJ#}Yo zQ_WfFsm3J+#mg3gpCLG@>6$ggFdfS_Q(`(ZEmU)5rW*x}tuV|S24gb5yk|msDqW=o z&`8!OuctOuYpu*R-Ar*^H!N;x2GI+KwNNP*(+nZkLo&h)M+=5k)b!Nm_Et(09@BYI zxUNj+wVWA3grO(5q2>xMz+GPETPiU!oQXBsQ?s%pK-SY^D-pD#BaAjE46Uy4%vPx= zBg){535FoL!w8^VMi53{3ncV2L~BI50gWJvL9so=;I}q3li^%bcyG>-x5De{ zUij#AY^>>dPq-P%CGZs|TmjBEdpoN`yE$OZZ?kuRh|HqQ&rQ zbJe`C>87T8;@=pnOyknw%pz0HASO&X#~@pVQ)J%Ea7&LN?$tl$*56f@JYG|ZSJ{{h zN|4cNc4_*yQBYG36!p*?w`O?GGRjXvc#olPix*U9`JQHN5M^4NnlQunwQa#gnOCh1 zBR|Xad{H$=vxZTqlxh>pRk+4GbqAN9l+***S8Mp)lCP}~7vcsl7MC{<<`gaDiR+ejk5Rs13{WM9@+2AJmC9m2|E)&5Nu8Ai1AzdG3)wHvZWoV*) zRpCW)Tu-gz_Uw5;L21_3si*U`qDoyr=4JJkfO=`layh zPFPatBSxA^avRNCX(U>ao$YoSD}ISX>&HCg^wlL{w3HgOR8t`=b7+ zbZK{I+#d}pfk8pO{we5}gGy+wOKJ1)%)a^7H`lJT+k9d|yd-ySLg^Tk_mFmXCZe*` zfIlJAq9cJ$GW(=LGCBvP@#uuCbPf9Z*|;?O<~!e9i_%T2Jw!92dx`E7^x{whD!~YI z2mP|Fv@CX2O$d`CBD5S^dkbk zr-@xi^Fl(BelIa+FA6C%AKsh$g)j-i+E(~O^1tW~L2^<|NGII=5M0D75ZKH EA9i1dI{*Lx literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/JsonConfigKt.class b/tools/llm-bot/ai/koog/agents/core/feature/JsonConfigKt.class new file mode 100644 index 0000000000000000000000000000000000000000..000147f757d91e56834010a9987a8e6b5d88e51c GIT binary patch literal 7837 zcmeHM?N=OE8UNiGVAu&wNgA7wq$v&Cgx3taOL$rG1_TnqLMWs(k+fuh0S0Dg>C7%A zt+uhXTCLVt-(Ol|tydH(aF{!ANnwhkfv4o{56PlV#QG3Krm>mgo zLZ9qON?;77)9Re67^*p`937q3#%NSz*g2^s+xYS>cU`Y$+XOeLS-NWIPivOln;1_S z8bhSADmIfy8oD{J*xuJ_Qcsvl+?io3ix#yqRKyb2q%y4~M=e!1ZACTBMABJiD}9M% zU&=6OR^uvx+f%wRu2~X_8H)Dkrk>o#AXZill|aTC83B|q?9MZfXBlp%c$};4QdM%9 zOIXXW&DBSlo{KBGnba&(HIxBu!XUE|V+o}U_mkz0S{)YIP3v*&(qX8!%}`w#%bMC5 zYt2|rv0MzL#~m-hdfX>t9X70JgZ_kZI-am*r}Qz`BR6btKf~Ti&o%i!u#CrgvaV`% zjkZa~MwBf!T24%nqcuZm>vjTWFsWKeZM<`if=9v@hCoLmKC7B!ABMJAp7H(R1aCmJ zmf!(w3t%fAWY~Y3U=ki;kTXH6Squ*^8_Ww$Q-TTvWo*a848?Y8bc{Q=1UunatCD=? zTd^(*QhVx#xvCl3{hKIfah{E81E@hA!+~2*Cy!9=`a$u=EXsn zq0>LH{PkIF9RD{25W#MSj$2kJ3n-yUMl+}9-)RFWv(vH?md7o+DyQWv&g$V1+Y>-5 z_O8Zh%b-cvFXI4b)#}?ugGq~ytjW{P2KK16GaT~ow#5i}{0;`tfldmA+fXVCDdCWe z!<^*4RpaGs9SKJmj;x+%4oFrn$Ca@FdeF;o`1VxGqDnX_qo1?&zoq-=VD6mP#!~$4 zw9u~u3^D(Fmx0OZ<}f}Mz#twaL;7aCBCdqTWE@|ehjTzX&CHAF{j2iuk|23}PX;iI z$5-Rw6;LIN$T-E>Dl41tSR!F`sD|Nf)KS{$J{+2}Dv!^20AtX69rMe;NSKr{#R)|H z5g4Mo#MGj#dnvJ^lbEhB&##2F6Wx=L9@2?-gqoS~1mMaD{9s&3HL+w&CN zGW@*ams*_F!`X1j0Boduod-8Zlkk*`dCn^TZoI_xECV&5*(oFGk$T$S)ozKkd7M5F zz%%%uudCfn!6ZB<;|!qacryI?~-Pj>YYgo~Hv5&CcdFW^OAuc(`0N%*LY zmpGru%6!@;C^gBY^Kmk%4?2rh=CS!i059W{lvvz?5?Lq-pOSHwlaWSw#&#@0r&lIb z@ts9_iH?(~yo%58MCG%K&9g#w=f&^meTDu(Z9+G-aW66SmVS|;&|y)6FQbU(m|tNy z8q|Youx>V+oCU|V36(ZX-NFPs=w#@*iDoth^HS_!C>Ua3-3)!fLFmXJnZkVUr*W#p3pLrB}{u7V24Z*VQ+QiZ&M%3#H=Kw~7k* zbTWyrJ$RZFfOEYI}1Ehbls~E%nim90^r~Ys1l&kQ{DkqHasHC32%1st;%TA(|Yi z2uDNV`YcJuLUQ$OF(q{(%@rZip*Ac>T6ix~+am97q#kKN-KGfdhDc?1rlUfq%uvul zsT{+-F?s>@rQ)NSbxa-Q<=6GG#F%OfsZ^IG*&EzKWr3s~*SgI)-PUQmEn8lt)3e(& zHOo0ZHL6R>ZU}Vg9B#u>@xV~#0S+yKLkI#2_~xM9QHDYkk$e>>e2qre0OEeJ^%4Rn zF5;e8O|Q7GHd?U$-gof6Xd#OhiH*`FY&=m`SXOiqo1?{L#nFJ+D3=A+Z>1?0P@cw) zG^$9hapYZTgj_k|$c<^VxN@r_?@Oc2l{*}{D~)bf?s4S4G#+u~K}Q}+!zh(~#}Gy(+9}WmQ0ibZH=y7GRdlb?*8L03{5us>|APi5P)T(? z8rgjqV;eBewoox(E1KC3OwcpMs;K2pEoN8?40Zr5tRGQ!3axAwd)OJOT%N@~b`Ja5 zc^qI@(8m6ZcJ?=Puz%s80CWna=n~3tNO%Z_upM!s3Z_tvZlM7QdY%-TsO3)-N#PJu zLLZI@PoPII5fh$8ukZ@`gx7IYcpLq~WjrGM2?N4kF(~{K$As&6R9uT8aT^{Jcj36G zASKpgPHe(cVlz&NEjTGgF)!}J3H*jE`CmG&!nlUl@H*L3!9VadoTKaeHeAQoX-pzZ z{+q0I4#n8S3h)iQNk9*g(9-VHGGGou)T!xU5-Ll@=(ZD9tzu$ zL2-Hx3aiSX5Z7z?9!C*+2<7`6h3w#=kTpCMp&^6f^c)nSDT9KwVhw&kC?ZP4I=oFf z3v`3ogCEiuAd3ye=uJARe@jvkwGy?3_#J&(6j99-3lET8>WMpVPf@J#_BfUHczb~A z)4bhIf57mzpNgEkJxq07-kzoOkhd>U(#zW^ibdYeQ>B8pXDGYp?JU(~c>8<$T>+Qz z2a4~zR}Jqz^?$u;;E&{zCyx5(>?hV#5Rx=25r91nWU51Ju5 z;~r6u_NnUN29KreJU{BR9e2sdTp7$5$%MS*`|p_(h{li_!n7jXf4xv zBCM6PAmMA1rLlabykTKC(@yndOIbyZ$66aF9BrUQjRu?Z-KNa_o>5P35{i8LDd+Eg zLFw~IzD3c?z#^6?md6(`fe@%LGEWlY&1;l7Wp6HfGaDJ^$K=@HWt_tlX#s8%3P+}E zxK7XCAGc*?##~2&3-d~{`K4M0M_tG;I`D!fphIh zwv`P&YPm#3&y)-)@yChlbi?MMYNf#?v^)H^s$RZIzGqd!0zz zpb{%hwBanBrZQ+}<4)I9+PwZAdu4J>7N&vTw-#Wjx-BkBADdp$kVa{#cuZN0uvp#rwsAn zoFV08qI}m`uh_67P#V;Ob}cH0)OD_Ay*FSRgqg;AmQ*o3*Pb!3GOnve1@Gh1Byw03SX?@}0u{{Rav23& z5h!q2fyTH&hw>LVU2RcQ7{!PdSU4#Ifiv3n+=1FoeOK8%fh$X+z+WCc5~wy^(vJ33 z*iEFiK9bhDkad!e9;U{~U84x~i~nWj0$Y+*k#L)uP{9opxqQ@R6Xb!RE#eA3#7BJk zasCB21Lj6MZx~r6e41f>tjSTrX9C|H!Li?A(VjPhIdk+b1C=qIsM*}&25j^TL?gyT zP3^g@MzZk%08#Il@0sq&1OIpfup8m`{OGL41mv zi>$zSAey5!hk4@nNm?V$B{^NY`V!UJwO{eUPqY$b{q#dk0#LqqX1hZ0IV=8ehcNz`Yooe**)t6Al0X literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeMultipleChoices$1.class b/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeMultipleChoices$1.class new file mode 100644 index 0000000000000000000000000000000000000000..b8cc43d3dcfb6091758f48eb26dbb81cbceb071c GIT binary patch literal 1856 zcmb_cUvpDM6#tzxO=udRty(~oqK()F$Zh?L-nNLLz-3ZlEYp`hZEu%!+s$s~?%qrt zU-&A11Dz3_@xk%g59N3^DNt>&lNlfOoU?n*p8x0k`PXm116aj9!ULhA18dunXiMW= zl-f*2Po?lV-do#pYfa z>7xB!CsM}C%m^Jdt>M>Pcx6q}>FP4Z2#wY$zwXMNyuBg4*cD#H1bRxC9pYQ#z%x^i zacsAkP<$L8!>7YPhI`J;lpPnU5z^2Yq@fYg&^Ss%V~8n2X+;_3*9cD*S|jE#9un~J z%*2aZgdhHQwJSGAb@a8xj@SA=mi(S_wI#yxsG8#{-o#rIC}5T_zi@g&s+h*b3W~Ty zC^4TFSkyW#~-8)zcgzoK>c059DUQnFH3V*%LbOCR$!nwY5P7>bX(OchYZ zI^zdSjWbNgXd|`(a$5xv(-xtB#yb;~u}ok3v`v?=&EDP4y?Zm| zjql-?kQu=l9~_?jP>#P%3sjo1lNlfOoU?n*p8x0k_4glt0$9d|zg3*~yd6BPtHDie`c%n8+irca3?V=z-e?>CyWDH5vS_cL zMA~|lT4|zHXZe~-ubqvPeN)DmK(l?yuQj!kcONJ(ccqst0r6O1dWcueo+s0cF{I(vkqv~u`@c}*@M*-6Uvva4XqKZjete}WX0>xlf zU~N>R!vYbQsCU@YMuk2UxN@2+0%x`DyPn$2vwdZE1+LDu_hes2M%r%l)6Smi_}2W% zCxLp~rQK*x`JGg1n?=%E=Lh|tML*`o$Q`5D(zE|1=6sN(R4G+iZrJ2gCrwo`i+V`z z7XoLfRvGqpT*a4|3$OEI&o~wWGbd;5cmtNhp3h`5MfcETz{RE$=78(wkirqKdgg703raUK=cB^#Zx%Y zfnqNgSLsSftLsR!B~u;B@+bg-@lD;egH0%K`RAMqEK#xT>r9hvy>iWhxWJ z-S;oCYHY1aSB=av#g;z5Zac*iDPqBHeH@})P@e`FC8h}I$;nCtZOlZQbQ;{ zP^*Or;|oIB2@5=vm?B;#wM-lWo@iWqfeVf6zvH9lyb7!kUO8mpGCt;wLIYJ|Kz)K4 ze!WY&fcL5J(}8qQxj_elk(r?KYNPQR8dKMvy+EKY2+??j8!z$Iuar2nGJPoh#>x!7 zrsD$NQ=&xt8Sy=yGRuU|NfdFPu)kq oWt*Id0IC6;&2SFqGt_XC!QR@&Sd4FC+>Y@r?!@>Gtr$!H01*HITL1t6 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$moderate$1.class b/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$moderate$1.class new file mode 100644 index 0000000000000000000000000000000000000000..6625670a8b4d65ab26ff06566ffcb54b2f31c5de GIT binary patch literal 1889 zcmb_cQF9bU5dP-wk|W6>Nz?#>F_06J18#{3Di@*<07ph*pVK`C$3%kFxw`F9|1?B6U?%?RL-f%yiFu{dNEI@1K7GxQ(X3EvbV}lC%Ta zR>s+&m82?oqNK~H*V824b!&U7mANG4Z0}h$PPSDlovJRCAq05XMcVjtN#?XsHrVOL zfi_O1Mn=JEVrb2z(}@Y=-KdPBK(Sf9CNSOHkzE-?(zJsgwsus@HS(n;fqL^8xA)Xm z)_$m*+?G!An0O*EbHsJ)9mmC}$mgzm@uL?TG-*G87s87IO_skA7~RcZEimGr8qts{ zn?>GFEO6rB{hYS=e5vamzIqS7x`(g64`2O=`_S96HrlNSJX&ZDiGAY;RQmC4EN%+? z{MOwrUmfS3#s$vo(pEW!$|VaZ!RExz#F$LwIC^;4>h z8#&2`>JeppF3@?!!(KrJ+cw(oD2>B>>@P)895kB`eZ3t|@iq1z^Jhyv$+%Gl3h z6`HQLn#*@yWr*o}eRW-?GFEJb|JzmxjZx`pB&}6s=czT*iV~}hZ)i^w@@0G@${Czr;>qpIJ9UBod3;E{%F%6V55+|7@=IK- zUHJna|H`SrJ<7S>5-#Br&bTReCGyb%7I}1y;{s+eg&Hn%w|9A;7xF=7z006h`wiEp zKYQ^K*EzZecP5#acE+2lZGqt~YmNsO?H6qw(J6%IlfR zI}*v>@E$$2D;bH#jc_C$PoyHLXaaC&BGow*i#0R3twp%W!!*A?kpjx_p1lL%XgsAS zD{Udp^wLZu#>Mn23wsMg>n zKT~0HDBj-VrkP9y6_wX}Nu${wa?%{8C259Ch4;-~@=&0N98|_sn;tq9UV6z-mxz&< zGWl%_QjGP|Oj;m52br9yzNo=eKOz1+8V0UwCf9YQPvj^@k721&Mhn!UW3hp7N5=-C zZHl!+sc0GIT1Hue%FyEogx-kf~)`5Iw{)L7nG6q;e zWLHdwT$Wo#nom{oh%%()7^>H(0tyT~dW?zNy;McjMN~;O1qb1Yn6_j%Jw@D;@d-vQ zEF|o~EOl@-N!=KVrLwhF3EE2yv{X=Y1yg0Np1{(Tf!l0-J$zmx)9hY7)v|H(#;sf0 zJ6m^lZSC6B+PSuMEz``3JR0StWwhKwS5XsFshSAF0bK&!3Z{}&Uovsq#&}yK8iNCd zH_78Q#KKn6Di2*v*I;3>L~pNjFdflExHp>W8`>347=2Py!dr>&aC+hO9kL^ge+{(= z8(r(8pYmDz0^h5F7BIELmOxlSn@GQ&FsLm;o^903qZSv z;@xJrYEw`hrs<+Bepu92rbSay2aUGDFnjb}L%oQJ6_%S65iZ{ZLie`Qjm2~W?LZjn z2-SJ%X480Xk-zJ`^l|fdME-8@Qn&fLhpBoZ|1lY-lR1KZ6u42?i-+4$3I6lV&I`JSO%qd_l)Xi+h_2-(9} zD_zPIQkAjIy7jjFzbziqWC~Q`vgGjx*q0zxqBDh$@rU89%aF^8e;9}D`EDqiVZyro%EN;4M zOh8Ddvm(;nI8%YDWLL&OgEJ{;9GbiuH@mPm!6`hg?IWgywfvGS5G{C z3XbY4eqejfOOMkN!gKx>^m`(HYV-mO#*kVB&6|+-(D>PE?Hiz|QD}QhUn1JAL;Zg> z5#bXV*chw&s5c7P-ti)L4&&?{)_p)d8^c7QZLb#5QK4-|g|;0P+O{A+$3sfz8ol&2 zGu1o>4La_p0@~`Om(8$wYSQ7$y>!M5k7qG_*pJOLf}C4;Mg$0?-;aG@xhh??8L@r4 z2{X62W^-0KfoU9$H(6t+YT4F;1drb;q7lL45y9gT!DD~=v$X|4QunrLn7;$QyyK@r zdJbMay(WY-m3p=$(y-XV{63P!f+thn9+uuor`;k#YC^VUl2VBDKYrwmzr0p|IT!S1OmAIzh4!*h4P48oCm63_s$eT#v z!n-4>HdV4fA&ce=MEZ5Jc^i^-Kt?KpIy%!KJM$El54n7yR=UH+$UOW|b7x8s?BD_q zGdoLNT*$OKV{ta0yGbU9cA=`->_%s?8W=S{x!Eo9coPZIs*u_`SQ(>b27kbpLcsHVJk5`C zKdgLF8%|q{KD{Sn1agC!-o{A_aPwtjoX^Dch5S^^i@+GMfwQ)Q71;)7SlhI*rdR1^ z)P<+KZLsNEl^=&K)o}2WB#4%-UFqdo=_PpyxDxi`fCVh6$)-~}22+P1PILR6@eOWn z@KcFU@;Mp*V3M?EC>le~sPUB^ZWISH)#LD5xF2)Z5VY9UU$5lvhQISM`n?PM@c28c^8v%d&QRyhq=+ zaj%{f+gUGniqoric_V58wZY9wcY@{MFY2SSD%x|`02K0(}bxYiote7It^N zAID`dlJarbZt)sU9=*5c<+8=napv9Or|EnX)5=gZ6baR$DA^k6?yEKZq^U;gh}7Ch zkKN!b4b_Y4x~9AnmY~P<0XULSbT5+^cz1^sT2wef;`q$^Eqlzg`HXZlh6~LiNHSUP zxk$QD=ZOmGKsPK_fl#Q)fSh@Toi;UtP$Mx!c9@ezt?D7al&IAz?jrfKts+}Rv&>QL zNl;Fb-YO|lJ0lg$L~Xc^0Y8pK;REW@QXgkjmYb6*F!+J?3d$UX8YcZTgAwL^=JAW= zX6g~sN;ApVRvd35$17GDjrgfC%CPSC&aN%1J6m8z)2u{I_Vx09zP*U|@h8w}MK_Lb z}d&M#JMU22y`}zJNzKwL9vIa*TB1+ks1%8*$QHCFQ7vSy0yAW^Jh38yOx8`$S z*WfEEbNiisM_qB9r@`g(;_EcLOYkmj@cMk}>-0L$x(iQUgK-X@|GJQGhH7`!%^W)_ z-EY=)D}1xd{QeTZ*P3CE&H zrN&1Pe9hc;cAmhrq#wb$%2K?nODtW9p=7tdRvZJi?n82Gz;%G+!o88$kj^~NwPE!p zPkxl1_0m{9Rb4>~YV%YF>x1KTx7IyH2Lekejr} z<9f0s7BLJ_?e>`3(iRnS&djGe2=i*z>+{g>Ta!qnj8rl*Xl{rNsz>$033GCx(pV1+)`X>tAxmVe$vG?Go-eNwr6)^c+=guL?L%Q@z>i$|lztYHo7N5ies-UWSMG z6VYWp{=4yi67A&y^jv+6TB~b^>3X8Gbd!UsPJjU?Xkm3tZ2+@^DLVrixUwstfh~GK zb7I<4)W1F8et{|i?l;6d`Unkl3Sid=B{m3P=Lp@}A@K)X+kkK0xcCZz?<^UGbP*Ua zT~i?l4-^j5C-M+p$N|k4#3KOgpr0lEc!GWx<~u_Nk{h$^IEph{eZ=9n$xBKrt zO`my7@Qsh-d4N2X?^7{Bqbf&f2^DGN(CAi;5*iI?^cdQm_=G3Xd$cwJAS@p5(fU#H z<#d;WtO1OEqma);IHfKw0RgKZ#3(dsA2jg=z~6-S{gUSMWfbCiTEx2n-%gA94!nhq zzDm>4|7xY9FVRK?y+^u&qI3=2OZP!F-^Q&a3Gr;YPPK`z_tOK=<#QIq({KaDY!hD} zq|bu*W7KX!?4+9%bQ$glJ%q1?Y=CkJ3FW4T>2u)ImE2CB2P7^(R^4bwP)Z_}dPS9axJuX-eU|7%L zBUEyZ4sEZhJxyOUJAJ9CP#BLU2MFWo!oT=K8UXVrS{pzIX*0w0)r{sry#ts9wsH6@ zJ@14rYcJ5WfcA#$9w;24BTdeLGoM~9A=l#f;Wog9L!)YDpVjnpA@_ zta1gM&&^a#{ZvEu0DcTQ`6N|Ik*@=?n`xmEuYgSP3dj`OV-VPj^pbR6&q{F=;Cft- z6o-qJW3&)Qp%TZFIpP?{k>N~E2_gj>$%$M|M;>vZJPpdd=p@07De7Nk?|nbY!oa zz22}nve$$xps(hi5XNl$Uu$<@@Mx9;vz!gY@!DBBtz64AVeG==1zdLj@pUyWztz{1 z%d+~Tqj2x}E%c}qP@NFaY$>4mSp6!*y9hPXAg%*G0QfL9f#vJy6{?p)+6+aFAa0nk zLqMjG1Y`u zFwWbo2QWl-URuwHw4MuQr{A_&&v{4;l~ePt0Iy5&e>47{!T+euiheI6Hx+o!&>sq8 zLg@K+z=hEB9cftSWzd0HEf8h}gZ_?;H2}UXV~w!OK%t5?W5**5oIgu{tPFEP3?ua2 zCZ~uk&SCnSe6$JjoMM6i^a~Ustbjs<6;Sy1((vaf3PBifDHpIUzxk)gW10WRDAndO z{}HKOt8T!nLOkB1HW5*>9EC>T#TSiaUn`ts^?*iN-%0AIh$Sm%J*;XY8MKL>27H!2 zM&G0LFtE*BN?p7PFzy=iHoQeFc^KE$b?CFHv(G}uP3Q--O+h*}D?L6&bqe|gwJJz_ zHFf(XI2jZADK1S)2(zw%6Z$@su>-V8NGPM!cep2BWVt7vpXHw3%+dF}?x{?ipdm#R z$>1^s8R14ss{H>T62MdR(-Hbtk?xsEpGZkvv_LM}Yxblc(a-R`Ok8_aST@359B7+Y zRXu_-Dsur3)31np3-}EEdYIt=vr&>lIolk@9z1GMdDeW zfqmUsp3OAO^9V=kIrN5X^v=V<=p{g1Mz|ZOP_Bhb7OO6+N|VbAGvr>LORgPb87~Hr z0weD8D2(;MCopPN!(5X)yxK;PrdC@fO7v>@)Wpze!%~tK1FnQ9EcwKMR46TmD{=`l zQI0DHabd(n?g$`KPR9!0ImeCLPxDnXc=;*5+UGgN*K`OrZYWq;(CDl=%WIjCLl&Op z>lnWNQ2}j0lWUgq9w#?yv$Utkb%r<1LUJMEkGrv`pwUx3t7w?F5?Ls>1>C^dR9w*L z4HTO=rv;`doXZ3xaFzs0M!2-8w4l*f9VnHGAzo55Zm=OEIx_k;Xg@N#hpLAe?pLUz zna^&gLXmE`L?R0Eg!*dSM)Yf12v5PIh*%}r-$XN7&<~wu-<6}-8|7e--ldafV5(+# zofU{(;=dU!E1^6$AQWszuDG4H!hh^W{y0cCB6V3!$6@~`0H2{9@I);%j6QE7mwby_ zr3MJ^^CYs`Tafnnknk+zolx;oC}kz%Ix@ZvQak)bH8xQLxN5$OyWvN+lFmJ7^U!AM zV;xYDgmz<`8;;;^?iHCQD0`m!@U;N+J;zZ%PMS+ccn`2RK>KkN>0(mZ-$@$+?$6{g zghZ~sZM3Oy+7JkrQSuB=4jC;(&SU&ZA!3#?5Kauf1xL1@ zLcU}=z6PvM{FR;K1KasD-*ucnbBrGx=0}CzJaL>_g`dxiFUEKg;t1J`#s}aY?*^wT z1qyKIsCpk#?-BEj)6(bp1y>Qji1$m^1o#x%9sDw%2I~K>GJSYevnf=W&Vcm?AkZg~ z&3|DB6}0oAc0SzBU*s?0%}=%S)BNQfgj0@Z_}LwFi9zKC1q|{SlX_&I~VVbJ#tzT4oh%J^IYB3{A& zt8%iVd=`YgicQsKXk;65k2VGEOGD45p%ZE7TpIe_H1wAW`Z@g<{WlA(9~DoYD>43@ m7jRJiE|uj>#i|+QU zO1$(hLLgC)ctAY!M^*jy>^1=-{9vKe?#%4Y&CGuDD9kdT(9jP5nguf^&1rk0a|iKTW=)J zoVF?r4hQ`}Tc;8$P0)@lPc!L%4g1HYf}%jNQ@<{-&^eR?85n7M!FSz5nr{g-I};4v zQQfR}Upcuio#YSVu|R!d)XgJDRZ}DeOMY9Sq&)*NDVG%}ALnnU&=;tTo=GVZ*p#~I zA!`mHYkJ6dR^0<-mq-DH$6eu0%q z@d%vNb`T$_oh&_8c3GMotAE z3H)$U)Wbdv_ER$&SFKk$8(kUG4?3Ou@xC&xAzYkICg|wYP41v^d~0|EpH%TNKILGj z577~rf0@ry)2PrN_^DFx8>gc<@(d?l;YmJi2t}#QsQmDYBWZSJqJ3%}`AuMENB3+# zhXpP?%s4swDzpQgYF^(yNh$OF&)Wwwk$uIX`!}^(Xst@xMy9D^ZJ*n=k%?1n{Qy0P zSzy(jI7=dRS9|y8M@DzY9O60?UgA^yI)gGW2VWhebH3$x3SSr83tWqMoAegBO;QiR zY~#u^Tx?wZ4a+}M6u8ZOWq3vUJ|!yUrbNztfK~qbHTeSG!942tklME>-(vvY$+9=u zXf%F7b0K*83{7$ug%FKDapPBf_7hcxZWf2?uiPx-b4D)EriQ1NNbhh}m@ix=Q^Gd) zDkbj+^naIo$>*QmeMB?(hV&7+3cuG<9#r>G2r(O?hO>L@6TFUdq$#7F%jrB8Qr6L% aDc-^te9M=6D2DhdM9b@Lgv4qq#LXA`yDzl> literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection.class b/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection.class new file mode 100644 index 0000000000000000000000000000000000000000..bf3ad131403e15d1d991af92cf22721f8ed8cae0 GIT binary patch literal 5137 zcmcInTXP&o75;kmGON`}TCZ(MBN;{DO?0(K7D)g}@lBUxmDL4FmMu(hMyr-I((H`b z9?5nBK?DNfUR0{6%0sFs9)QY|sfx=9DM0uIipTs2{sS+8(=)Rd@2;f8BwMxJJ>7jy zf9Kx)uaE!yR{+o9R}9Y?roQbs8@jQAci& zf|2L6k)fwITdlIuiW$OY+8cx{fo8PC(S#&Jn=eO6^F;w-NHK(Z-Z{goHGZ)sik?(< zfDfJn@PcLw>Lypaf`NjHz zrjH5-iUniU;-rt~i!oZyQI0iiIY5#q`%29`b-XQsFXQPrhVcwTOK=bwj&MnKUtwr=Hw(_~IeW@5 zEy~oCYwF|_nH0W;kvP5zvR5dZ9!gNs_XMCU+ZtG4hPawL7WXrxNZ>NM8xh472CZn~ zz?aJ5red5xcv-CEdnzUwMv5f$Y;|-lR`EQkpY}L{1iDo=d(G*eML;Kz!E_^Dz>5q| zl+$s>viOE!EmHpHlXr4_$1ig;40_J6tZvuo?vWmn=RMu4e4VOgcaLfBIotGon+jxi zDW}9RS7nxp#IEA&am-?Y1oow4=&X+1vbM>35wC1AoT=VbndfMmmq(~3SLFrbp!(XU zoZOhsQC+vV6pf+#xNOMKLDMogRlmUNb2E6 zo=P9X_L0Uv{LJHHy*8*Be)~C{M%meq-8=GHRjf4YmUCO5qGqfDOW+!ZaPgSW2>PyZ&%iSvRRdT$uN}H2s)SI#m~a^ zOJ@S6Z>DXA6UC^S;jXb}xCTX_lHUtaNmFFQWJA@B(O%__DZhqjw0429mk#!)<4U{Y z|6|2I6jzen-rT`{olXfh28&9vIbNP>KiD5uhS=4%R5Yn{(1`jF_2GxVi-u#7WORBs zsdmIt;gmAeFcce(CgZf)NPU9(rr|`gIaqBOioNjgH>Onp3Xh&DCq7Ix72hKaM{ic~eR}1tl3*VH3So2YE( zwr7l;fUIHB+_1f;EJGq=+q^Jt8A5QXf$>FWw~*sgraV&%*e}-r#RYoJgvnW=)TiV- ziN z5+aHBBQ5-Qq~Atb3m+goqH5}U=uP##_BK+Qy5f!3?xXh)X!#K7m3}S!0E7Onp^@nO zcy=V_QM@Zbye=F1DfI84|5f_GqS3Cg{`a5_44%`7JqdY9Q^Umb16++@MT`9&ty=7! zWOL~N6IqWyiymNVBtmp&2DFHzV;)_^qsxYUx+X~{`D@X8A7XYTHU9vMf1^`F_$jr| zBG&gY8bP9_|BHS!s8Cc)sCZe$l!{fF57QF0K+ha?Jv2*WsrW8hyhQ5dGQ6OR3Nl zSm6U~gmKR!lT!5iivf1p79f@*AF&)sbfEwVuR(G$R2ReLqPvkYBA%EnMNbHO)-R)Y z+FvfAXeps+DWPZy^aiv9+VVBCS%c?D%}`N3R5RB9rTVI-PU1$@hl(cnek~Uq(+)8ai6Bks2lU8vR3FQGM&cxkhy&LU} zqw;{1Cw>AyfF~Y7JQRV1qV$dbz+XX}Sznr(w4p`T&N*l1+;9H#@8A9a@G)u(OTu+_ zf}rh)w)C}fT0tnCEh%)DVCzxfwxm;wKvR0MrQN`9>QHFe{-$_WZi%j^Q(z4Cw%8Mn zC;YZ^e`A{%Q;0F#etqpJBp8xa*LU>-Lu`6xEr%4W4B|*L#PuUrG2CsuzJY=J6*5DC z21+t~H9b_g8wQ!m%gw>e0S2~1_m5pe zl?dCMXZZGD|8j+U zMK&|ka8joq!z&-lR#yk1(+M^uO>1Mhx57wuw&&2C*>hCd{t9Eb_8$i;h4&aPzMMIQ z52&t#QDi8*V1eG;p{|`=?b6QZ$hyDhDwn2X@!7=Co~uy=45u5kURJuD4H-T(6U2~j z1TEpMiO@B4|1#Zl+kUjVX&OfLJ`kbkNG-$X4CLy*FTP=&}Rt7=$*DTQ5B*bf>c!`W}hJQGa(#RIt?>0Nqqt986n$2Ck7#7rHtxV{dia07GeIHizNxT%m*u#_Pk Sg_6R&!nneOLP23nq5KcQ>=i2j literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy.class b/tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy.class new file mode 100644 index 0000000000000000000000000000000000000000..69ebee7c420038ac2b0df15a90e5957cad972f28 GIT binary patch literal 1445 zcmbtUTTc@~6#iygcH2_16h$bAAXPxbt$i{SjfyeW6d^S6g$Etlp>Dg~Av;roZ;gq6 z#0TR~Fg}Lp=8j#HvSRa!@U*f^ z(iirQ;JQJy^iDb@VXwAHQMjU{9qARd&$Xz$x4;+@Rldh?mx%Nhz%@x|d4ehvg!BIL_s7dWQUT_9UT2Cl@ReHoUc#t=@&~Z4D zEXVNc0vT2o`%;pk?|5~g6t%)$>(KP3P`lDoBKL@%a}Kz&^nc+`tS?=Ve#Nc|z3p?y zQ#SWJsoVWf_N#{L@@-d88)nZklRB^@tKnV+YeMrf*PL`leJ@04FoJ~z3m909^!rXA zWr!=^XZYA^PREQfBW5I8%^1B#qAQaw5QD8qII=U=YG#cLTV}DB4-!Tyo(w0AOgIy& z8gB=(X2MJv87n)Qh@_Iqq2#gMOz6eI=f?-1Od}Ef@s+ij2OkVG7LLqh*ufWb@JG`m zz!~K%!^+{cT^zPlGF7;67@>>HQ!oAmTd^-n4K01UF3Wvq5uQ7kO{bQ4S&Y$zK#Rr2BU_xXyS4H2UA^o@i_h!S&j z4Pk*aNpiSB-z3H{gIT1_DDIHnz%48iT_>Lyg&*8PD35p^m+~0GWui#rF^uFEn8FCI eY$2|2Rbf371ywICv#@Lm@zC@FI$?K$yb~b z#pJZ&capg({kyWUxDTMw{0%RME`j496YpT3HcJUMkzglA9?~H0REY`R^p5C{bN~V88e0 zk2f`ICUa!+j9zeAE0A6f9ts)-ZVyJRf{B7=f#yNOGTi+FcXTXMdo9BUI`0#>wtQ55 zpml5BDBD(%@Mezb1>Km}rzULM^f^HD!sS~X?+tHuw_Pf zhmRaPa(p5?K5{yLJb!d#{NTtzfz2It;E3W)*r_6kT>?#}HmRGmBO660Qj#TI0-J*A zeO}8+x&_+Y*|L51h&8GiCS9Vy&GpbHc{1o#(StsLhFr2&Aii=%qPPRQN&Wn8TSbEb*xuH4EG9b_gt&TQeW4M@9rhxrnQ1=m(MF0;)WZ>P|9e+jEuDKn=cmNs^h`nk54#&X@EXYxJkQ{@7Zs1=9{|rkQ6HB9g;6 zsNw)dh~y|8w%z=XiI#n!B8>NA>| zcWKYaxq@Djeo+Cvd!|4b6Rw@uCB1x6-<6our|D%9yL=RPCC(b|Y@(_{3*NqLdj`Dl zeft9{?#D@P%%pVg$+ICyHB~A01S>fASbPekU zE)>6-VRbkpu<+VV_!=aGbxeq25(SCk8G61T;z)oMFd(&L$MX|I=tsbn(D3{7Lqc{3)0;Bk%GHvk?~pP z_S&SWD>z3>=>EzYeLN#o7>>QEyhf5S zH0BwTsLXUS(1othceBB_*JE={PzcFF_o@0lU6M`U&Z;KsfijADoRyp6tBkXc3LLz# z6{&heZ_mZ>^*DqKw~3G=tLdcRTk_CA3!?ar4718i^&;$SslZ7hAY+Ydqc-kH#D0k={tJI1_oWp;x3Ly^V)dIh1~F4cad^z-9G%PITlF|zr>}laFI4DzGDY5G@W7uN^Di!l_;|R)wPEbWPkIWj(C$#? zYP6~26%;&2;;eMM0=t$;Tg`9<*O=j5zq5h`x@aDByqgPwRJg)Rj)!@>QZDG;A#voK ztMeFUTLVIz%8v~lRl{SVdf2<^QB(OuSQ=Hk5`BqkhftMQ2iasFrS~UJ58F%}{hJ~l zR@ESq78YxnMpb(pc2A$K9dX!IQ#rM7M_+pPo_&34-`+iU@90nW@7sOXq8*;yYU;H% zhI;f<5l)@%S5qS-{)W6UV|f>F^eMw+DhZLZnGD~jl?@qSC**?}0(0iV+?ZAhzBlD~ z&o*8uPU_{LCYrS@y*zAc4zJ00z#Xv)rtR>k(&&z1;FM-C(D0eX+KBEG0{}lGiXaSrJu!3Px4#fk9;QlHpKBdez8{|OO`g{ zX3FrTs<=s}PaGv>zJNyl0jDmbV?6aV(oe{-z+wNzUcfE6)U3?DrpNOA$7VmhT0vhllpPSJ5FKVhlOCRI| z_!BE{MKhb@NK^B>(N4K>o|D><=R344&0eSQPFg`-0~?dPa5zoe=$&Ok8K9I6EZX`U zA}6GxglT%bn~?44rluDupcb&LfiMt~8Bdrj)dDs}@r)>e_ybf`E_dh``qzXRFt%$sWO$yEn1rP76f(*{C5VSPk z{e15s8Sf$)B*=%@lIB8uhJ;i|%MJJ}KF9CvwEpwNrHQq@_ySuSSnkIc@g;9D20WTk z00!`7e1+EBDz8ogt47&JE?HYw>MFh|`SQI$(TJy&4AUUmDlwN@Z1HW#+!AtzwPM%!lTk=~fA>Y4Z z((-E>{5*bx-!^Z+pIIw=m4m(0fR|Ylp^1MXi~b)3Ud8{J$Y8W22;i@TdWvA*LguwQ z#Qe6CysgCR@rILZxm`ZC$w$H=ZQkf`L4QnUK5-HaS^Ol6pJwqh{5*?a;9?d};wcVx z@Jl>>5={=Cad64Ovkoph+?#)+lr~c2cl^zG{a(P|Str@}7P9Sby52VjrLW-|{{i!Q B&wT&@ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1.class b/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1.class new file mode 100644 index 0000000000000000000000000000000000000000..f8b8f9c550b4b6a49e9563b59f16ec32777247a9 GIT binary patch literal 4219 zcmd50%aBbnzS~g9n?7&H+`olt(;$y>PC?CIA^m9dFhpwq^i4t zTHxSRT{+tzRLKh_gb=S~xBb9%Jk89n2aYF|wY5{R950YH&vvbRT~)~>YgY;-dupFr zlWf$zV&M3mvaYpO7pJpfDmK)m0J7W-teMP=R)4nndev5PD!XOx*cPR`R@PC$^hhWh z>Fqc*->dLrYe^QRvm;B(zV9~en|k>`xg(}%DUMgSwVu;s$K^a$aJA-Fs)1FJN>P1l zp*bfht4fO{rRiUjp=*0(Yq78;ivjlpM!$?pO+*BqYklz;x0>h@=$dvsCwN)l-0=P_ zJjT$e^Q!_o?WpLEu*-V#c%toEaB?`)UcVSlpeKq>!~`P2rlSOIe%0y-^dyVCMOW(E z7f7^IOW>sA?fBcW74rfw3?IMY^T)RY(jmM*lSXs0P%kgYz%JQ=%@`3I0w)^Dn%)lh z>UJ>8<6Jm==nX-IMTJkXk@snx_vvQdr*+<^TlbW1=6(805;B z3omrTz>vV{miT7kY9Z$ZP6eAa|MsGH&30VknZPq)zF&=D1fx-;FecEEO^yr1kKacO z7RI%(3j&j2LEa9LOk8ZRzYxQ>o19*xhMxrs6W?J{(luF^_jHM__`;G1%q{qvis3S* zdN7G;WYdf4|7VGqUC5kJUX@^Y{CT0(59s@`w=BY=Rb)gq= z=pGZ_6NufeIf2X*fg5SOd;o0WXgSf|zOabN;MFLuB?h2w{9R!owSq|HDoq#0feHyQ4(0AFz_OAajK+fQh$RJ2JWa@=R`) ziFI<{!TOMZQb4gAHcBzX@s$3arN*cd3XST79tdr(hG6UQq&U74s^vPqucZ*?`}Q?C zQs|7zjxKG69)upia)%>@6JFx zekvY|N8-k~F)p@@w>!o~${3GK#CkgiPBiwr#>Mrh=0{t5rftvn-l_O?MIfZ$LyT_M z--Xc1U0JLLe$A?|w`QkG5O1{7tmc!UnbIcA1X5v;7!LR*ekSmI+pb>V{qV#oDc360 z9k(QF`yF_`UMSb>>gLtv_K{A!fqnb<6lz)sJKcfINsX6*WEB1!?+Fa;8`#F(CVt5x z^7+IjK493hXJ|CwY#V1OP?vw7P`ql_9J}DkWjzRV=bf_G_+P~IAbJ~xlY za&q-bLDpJ3v5e=*+N^6UC5f4*=e?rqD}pn_c+)QtmGgeRR+QHq&AWf8&i@n@x#}o~ z!e%_rXL(>ovTOa3zoMr< za#w#pa`z!}Yw?>8kpC}vcHnm$dlC7B9UrxP^U53t;P>1;L#;Zf=_GZ%#aUti8=SR$ zDLP`5z1%WZXwM|hVHK}8+*WPboWxbUL6;F$K!_ogwsoB}+Sb8`FxJK%;H}G%{>TWG z?T?J!!=?VnKOpa;e3v9mM`}SNKXBwAHYrlOWDpKTYVQwXi$XeD&b`$;LowT=(E=Cv zz2?xD8ll@p>9R5U=RPWris(BK(MJ(lZ+=7(Iw40`j=oVU1ontpypapT!_cGhIkzs{2ZJ$y|MUsrVaHx!WENY?>M_v>;A%JZ{9LH%?%T9=#&=6=C%VT@u(Tu7Y zIZ2@3JF=Ck% zsH{pRL%rD(>Vlf0h(;=_+s;sTg;%j;6^c%(KuTnl8u!}7A`*Y7QSklfcdXjujLTL5o1kkZ$VEE&;2nBI6azBUSwFbY8FB8k08imaB7Ono*wn`h@56by^f??2|QIR4~DApk+*R2;wbY+4tS;3hpaujQDje=%u5NLAdbQ0bBPMl?xn5Iv+ zCGrdhLz7V>5MNCcfp*AS2vUen;ViG5-V1g3`{_-vW_DKNj^CGKH0$`tS z)jrP|`c_evz}9*XCGeGW)7JBLDpTo>IT0!6b+ei?a^TQ`!;_hb(c`(pxr3t9rKj`@tn=9usmg{Und}f)>&%s`lLyRws%{X> z1+Hym4?56J+^*m@+(AXvTPKPH1|%D*{f$d(fmR;+po_2qH}RYSF&}lO zZ6oDPGYIa+ZUwtAyo8f0L_h>10s{f5s|UvjMv1dDvt?65$CpsAUaHzqZQ!)ks5IEn zk{`tWHta)&=2;Gj5sXp)?wFfgGEAH5l%Yj1PG4t!BbZwyx=!FBE}pxqI8K!vz`-_5 z;GTfWviS&d0+Bh@p3qJ)V8UHn?~CFvjj3_fh~bXeKo9<5+k@j zhK&MU%R)b4xJf?IA9T_|hXHwCosL%`KDe@r>?!NUv{s^yea}D4L`fwa$Ab!eRbAJD zDS>nyt0gCEOd*D8flW(R@Q#)8iWUh#GisjdJ{>9=<@e*$DB32Up1!< z%}!)3Yrb5pt{|AAb#u0QWZA~a(?#vSoAg*-d2h9U`fNv3!^qLssL46#3TAPFnw)2Z zcnbu^>QuU-^(wY$T;in3qyV#ncx?$p%SB?l<^h1f=B~i7D{YpU@1rP5lpxmMvShN1 zVQ90ek#k6H^i*Ce%KQ~USs<0?@#2mZ-%=t@7PKw#DQ$*mAK&7gZcF^6?##t2NV5hf zYe3VtmzQ-0*i!H2|X;aSqXSKit>!A`MHF?z+_N`#sM5~i^2-L zz{1yE6Ve&Zby&KhO&AjiJ)tIgeLlUbWHwpe(>UBSlkm5&*!4)LhHb6BpRkjV>NY56 zY{^Pq?Hs}9qzX#BZcqi2)e+UjAEy1K(;>fE?XclbM<70lB@<-VLcSgyU??X z-n<5_5`4bQEWMx_WuC}fik7SPjez{hC$H5eedFc-9m98fajJ$J-?&kH0bi6Vdz@fe z1>_NYgE=oVk((Tz7#U?@8R)`C`ETLdt@tLs6U7bKDEB`p5GvA9Lq!%tH(xn-MesdV zvo&k#@(+^A60az7FTKQ(C^ve4Hxq%LK3U!B+`J!tUT~)qz)YS-T?mMeqilFu3~*B!km0 zyP4#yaw)I5_mk06j>dZ5G6#hi&W#TrRDv6dGUk37QIffM(A%eU$J6o3f_E!yB29Yz z@#7;Fv!C}dg*PLmf{m3?qGzQ)<{Up>y<^N#l369aIo-2k=RjIX-?8(~&HX+713PYC zlH5J1l6>#QC+8j8H>b(0r(a2q(g#{|`mE`Ghhl*`LIcbDiNzd#L@nvEG@g_Xq61TX zetujn`tR$q{P;9cE=*}9el39OsSq3_vw<}hDJ6O z=sZ;BSEPb=M7MSF9X3siB?iq+iW~j8jJeQYHnzvI9GhQbiXK0kH@6UP>;xDzFJ|*nSBgYQoXZ=ySNHGkPvq zFZXs&^e!Sh&=lU;+}X58OrTNm-bfD+!> z*3+rHfg*4L&hwZ54)mUT6AMQ>PF=)9@7M-YnO^S<ngbDJIX=PPWI!W%nVcGv$M3kPpDe=I%4>WQ_pqJkUA~MIo?`nP z+ZX5pXF2;K=U-y`GS^587HP2_bm3M!Ol#fGyq2SMkIJe7BZvtU@=&Lp|)eUJOrH(ft}7mzO`zERx=C(hsqXcGCx+xqxR$ zR?-Z)=4f&Ece^US&Rd6{P+{^fN`pKP5gVqIKlQ2I?MvC7?52zN@Z1-0wpPUUiiqtL zQR)(mo~PLhF>HU&w;M?2P051_k;2LL0X&0WwzT38d~4$DlfIh5_#;O`xEX(U zuJV5*WFA|VP4H)`vp|L3$Pl>6re1G3#&2juh4;JdCTwPF6M{eBwzp!7O@npWjKr51 zD=!~IID?;M@be5d;amo<;MEL%f!EyC=W*c}nr&RP@w$yiZCtYHq<1cHC-TQXVeeOBW zIrpPa{_nxA%97o{!B zexWd(YmTMQ=@3Fp71mtewj8zGZTOZWJ!5sfYFLgh>yBv~#fDdt&QigwmX^%X_G~p} zx#5(3%XK_ss?|C_RtQt7sUQV#%MITc&yOpGbHV2o)03lxRdd}mDBU&+mgkQR?C)sr zTdTX(nr~F4=W$zOI;hig(yLJuIeMADwvxM!q@-C+!&Lf?4L#xZO>J${sTi}RRbon! z0)zh!jyj?O&$L!N0!tko0v%(PWBHc_ZuW&jyXU@xs|{|NCoTGQ)0dUo2O%=re?#E6 z|4RwPynTcJskstmrRM2$VB7l+DG+XbhlD7OF2p;b;g~?WFMogyQI$B3;zSHbkPwLa zE0!m4<;f2z(3LLJ#BHfeRUmbcA_B)OXWdFhXp>X2Yd$~i2+63Q4U2!CUr=FD<-gpdr>vr86ltk$Ii6MajQn=aIEF0F2}BC%VS(iS8;IjPE+}DN5V#QL9!=;TL!3HZXl{QljxPo~U805$lc|m| z(g>j`*u0q+2*sf#saO%P^k^KH@ue=jh?i;QVH@o6vd7-63O!c@+$STPhmUy(ic=0d z5kn4>2XXI+jxX=bc|;h|kry~0hDGSL?SQG{nn3(k-SQceJ+JBJ^L=e!437pQ2cIv@ zzNRq~Ljkh_&+Y`Rylu;hX%~IQhRKbxtSP3^@f881Y}$6pcT>G}+I&^^rb=>|ew*qI zD5f`c%ko!J+khNJagPHq;#f|l#g5lwm;)(0mR9uGOhN=M9^U?Trw9UiKpLc(L~zvY ze1XiQr%YN_y!#yIDo(#;YJsFWxM6?71_S7Z7e)vcaAX{!Z-r|`0oh+ zKhKXsj;>sF}}5E^*R$99ZQTT`I+MU_)Ly&d8`eq8YJl~qtXe9l{ik}Q)>OH zfL0@?YPAtnoELZ{gn#$D!v3C6EpOs=C8Z|N-PUAR_|vNED&T3V5UKz}#+qtGsLY0? zT4Z`{i3(ob+B_NC+Kg$5R7^XqZU4766I+{S;>l=I8`g%!s`h#$qYXz#P9=_Pt+g9ZOly$t#i1GNzI^LzVx1TD^8gmq=G6R>qd&8_-X33WG zsu1WbS{0}HmZMjYs>^HBX00`LqQGa`Oru(o^;SMravrW&FB*+t!PT6)nGBK@p z#iftMif*G`mQ$A6yJxP!*HBg7usn;x#vR9HEMO4uFih(|LhIrKg~rTW2uNruO<@g{ zWUx-COqru<2Hlz~e#+KmMEC>ZnSr}Fp6M98kM2M4Ti|CbQ^6RLc#2<~)!c)I%+^Uf z%{_k3wuTtGm8)}=+Vf*{P#eJi5Pg@TnLlCh_xu9PW~ufD=K_lZA7X^V7q{@@H0#kV zyficTXN(IxKyHCO$A`pyOl{$6W(%)m#9ds>MDJqo9$sDOiT(~mJtba9RMa62>Ll;GTs|u?n2Cs8X!fY&nEE(t_Dcj8mw~ISS@!u2(yBX9fu1Ai*0V zO84-sy&}4|MRZey(w&Pa;zCnIHypMi)c<|MV literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt.class b/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt.class new file mode 100644 index 0000000000000000000000000000000000000000..d6c01fcf4164ba1234d4e82a2dbc73609da997ba GIT binary patch literal 5550 zcmeHLT~`~&8GdFZkXU0`7EW#BFH+P53+$En5CjooOiZdGfr}g`6t~VI4PrssRkbVC z?nmmI{)hG-^s*-xF{eJK$L%@2NUwX@-;$Gec2`J(0aQD^t9`UPGduIn^FH&=Gw<-P zZ~yu?03YJ_3<=%P_ARTd>1A#@wpO(2T-)Kg)1Y^8*D{J+TeC{sUUfoX4ADKkscRM8 zENkoAd%Q@k0fu)?>XOUl3*0PiaJx})>^wb;T7@sWHf)AJjOAo=mF$YP-7qR8Ue}hg zO9Dlqv0bj~wcYz(^L^dsnOu9`f>Srla^`lg<^=qYd4-pChi4eO`8GHf5{bp{3(JD% zQ^PSTTF$VY1*t>aY#MdTtP(HU1}}1>$xDwctK!j|X`$(`;xg4yZ?RshTh*GQRk>}` zVrzNt9VbII%Or{y-Tw@uIjdgQ_PDcM*A3IwbknpP-7%;Wg@Uuzs8lix@zZ)y7k#@z zY@>g{*){CNFjR({`<7ENOl_}O)eO_&byKfsSyL>hZ4~Vg1{vNd?(*WkKg~nEu2(sA zWO#q9BLck0ldZ$!K}2vt#d$;-)>@vQ9oz9U12~=vAtwAWOv70umd0|vJG5miqTA%Q zwrrVHXt-o$ZWEYGct^z$e$egwPQxsEe6IMVsSvI(OvwOCHb`eghcL`A`Ckn5cU1`2 z86w@W62i?k&^q6#(Eip|A3d+}hjmMAc8Y-zMi>T`DU@`Rs-z$-9!?k#KkSRNVcwIrX;bC>*jnN`G1bKaj;dW=#ELU{fCfV?ptqU$eOJH2ZZA>tX z$$GRIXgd_bUE;zpn|j^QO^0FbFetjM%O`D{r0J7Lsn9UVkUb7sin(LB+`jA7v~X&M zHc%@>YNyLU2(t|9C-@=7k!iJxC6R=-zY#uAaRc*5-1D_us(dE|z8}B7)ddyT@FA^2 z+=%bEyO@Dx8Nxz#p2m$PgIrf7)@A1ogUX-rV#DFCt&y{QC8FbE>azufA!w4iF~mBQ z&F6z6_iRBb@g1EGS%yEp&50&a(QF4GUuxg%upLAn`c)|S3B!?x%!VDN)KWBV8-WI*X0bz6%Lz zrlmtqPsE7jwpgCEr6qm66V<9~Rf0p8pVoOmcF%cIen;FxDcNi7b@?PAROzH|U0|r_ z?)$s@bS55VrCoVq!D`ftM8I~V{NS0x>DpnLG-+Q`uQWJgvxWT9L$zf@U3IT3YN9aG zDy^vFBdL+Y4lQ)296xT~Rfon+j>xaK1Xq0!QovF&RbkDU7>a*0oZqhCD=-0z5VOO{F1xGLL z=k=OD!C=-jdEHI;IsNHD_11mG5Qr|xf`CNYpXu>26iAWS1ci{$^QuT`=?JP0#?`ezI`|6LHpgG##%Ao+SNKuv{R7Idv&*Q?y%AO zbmt{9FR}O+GOM6L&jeJO@FFhL<=`6K60Q@R5lm8P3agk#j_T|5ZG*lxssA)Vx{M4y z!aag{35!_5eX=D=%lH^V0}FUSZQ@@6EBJ&|;8#>u5W+Kh_ftJg@8|S8ulN)PH6hyAQ!p7z}G5IMmIUfw9`vjE}Z7QYId91bxy&9BpIfyab!VE@{Mx2}&!yNJQ z0WmR;PpSSnecQram&--MdPWgMME3I=~EoX760|H$FMA7Sb@ZX4kRsFSQgEKE(?%s9S~3eDMG<Z5lv~=Grj|5wQN48ImR_XM28Q8hfh4rCHCl1PUBX9=GQ>s=)3DDl zywy8ZU0~KO8|LE3)F$|9*;-k()dgNsFFW13Po>g|O3PRadTGQ3s@O(JoieyxPlv#Y znPts3Ec1%aD+KOsWG?h)Qq)wW`!Q3eFICe0!7nk(nvbV}*t*ou+ z#K@2h+TRU2&lpY^dQs9hmxO}W1X_@yfO2gjqm9H^5%C~n7j+%m%IIKdEPLkRGCCO= zdIdlndlHCXFGH$64wFb?e`S84?e&vbLKia9fNaOMQ#bfr z`-~weRNIUWhSN{MbHhx1%GRT}Cb%u$@Z6TIS2Wad42dEoKFg%sIT$2{g2d4vaV$t2 z4-zNH`9*8>F2g^A+v?MhYW)Ct?qFmGUYIV=6*@J0_ywfsPi!NR+vEi8{z-~&5dfJ5 z{ia4o9AoXhpBS}%+xt-7&iH>G){_BoymO+Ob)Gkr)u8W$4I1klu zhMg917zx}G+%XC`vA@Ac(3t*uMH43`ZT6~)n;sLYX=Qy(@N8Re`IC}Z#p|Npq8cq~ z*-N5U3zkhDBg3e>q<=;~S59T{!Y*X`vz)%IQ(oyw8$esoY>jFcX=SZ}JSvG76EBdJ zmTCNsA*cfN76zG=dUS6hA$3U3^XOheQg$RnLnDDk>8>3SGvsz+Z*uq)Vs>WBG%U%F z@5>#J?hQ!=c5W;cQ>0F*&_Hd3+9a*Lu|Y*h9Ll!=e-H&B1CK=S(g1e()tQTA66y^-!Jsx#809B`2xYF0T&vq@B0 zmRvENo+GH!b3`55L0<#HI&?tXp#**R1SVK^ai?;KU^7Fq(&H?4c;cf6LhLM!_EMiw zzmNK)&I5L()m@oXmC1;m5xG@K(V!zlb#SNBMuUz#)xmaU*OlEt(W;+zD;@MHAZ7Ja znm+B^6u3IvsdPR5V=N~kgUYV(2(B%h!!NuPe-v&x|DX&WOwM6Zd-Y?eo?_cYJVTR< zHz02Hw3lmA#*+%wIDSBt_tTl<_z~ra&BBonrYb zWr5~dTPrS4YpdS0Pf?CR zDhwjz#u)vj#J!OEKcmzUqc%ZpO56eK#^}0NH%7NS!umPQk+4>SLH9oY+wGcfbeRia zH92cCQRJZkZxZznni;2dyg$|a0e0q7?ercB8#IW=P9CIMh;{2k;2Da9dgB*r0dpaMo5pv& z_=@kvL$zLHPnj%sU@Ol0o(oQPJh%PibH2BNlO1nuKl!|G(BNdpLt&G{y>cNG#PQ0L zL25lQ=6fP2iQ|bdkge9I3lMF|H_4bkrcE!B$>4U$(39QBk5>5_C78Om%9tO z`C!n`2ZMe-81(bOp!h+|$p?deJ{a`#!Jzm7%g+ZBTVn3nbA!@|&ti&%5_+wXR*lqN zYmZ0Xcn7jb5mW8)sMpU-x5wjNKReSNS7ag@i77W6AxiP6{BV@0ZjUMq$8x?2HZbFw z;8(PYj99X%skynCR=?y&_NbSN_KC&m$fvO?hWVJ6OSut_*@HG1! zZ9tJ?=Lq4z2DH&GW&aZOGaFdAzDZ;^u;>%H4J`RYK1dY)j(Ec#kPyObV40X660!uL zQx~L<$)Hjk5~W%8F)8ErCHl_-aSrSvMj10GVTD8^fjq$(Ojz_yxZyo&#VK$**Z+G& zBM95f6x#@KgMT+J`iL zhYq#7^JtjFS10kcNqimOpcZdT;+wcP561B=e0v`K977!6;Yf0Pm!pm2Ajd9_9*z!Y zQ9QQc}IF4|{Ib@Eb9LG40bDZEf$?+1$DUM-|QI0blFLS)YahBs8$9awm9Ag~g b9Hs+kJMU}G`x3|Z@is{;lf+-3=X3u90F-U? literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..ae0963216a78713a7d8522706092ef80642212bf GIT binary patch literal 1017 zcmcIjO>fgc5PiEzoYZZ>g;LU%PtgM$ibF041rSvPYETNO6Y5aWCZQ4ms*knDN0v$Hefeb3*%fB6dF5pFQt7s~I2VaFF8sjcx_ zVI=)yDQrymPUv|@e!8V}EUXH3k7mB|JLu}?qZn1XEwpJSWvwkb9!M+N!U~G<{vbod@zk)? zfPwWWK2+(dL|*$I!`o3(ba|1x+#4k>J>26{NJ9l)n4F9gRvaZ|USiKTJif(CnX=<$ z33L17lPBYk4)>hNXEsX4AGqUY3pYz_{K?5r5{Fpl?J~oIGgCVk4t)kqy&?xBw>jJY zQf(m=hUJ-ZcT?putUn#fR%|7yb>8r9&oV3>sg9nCnqm7eCMES{O%Ie&#L3=Io)~sc z@4ga|=u7$meo1qW!Z>QlXDXnkoAWboeyiuubs?KF1(s#V!9fPwwBpF)3ZX-nQ6RiZ z?<%Lo5;-%=agBVAEnFw8Qq-ja%MD~|SgB#PhI2Si2(N}UTxft9T*P_<1%pcl8wRfgc5PiEzoYZZ>1zOUUPtgM$ibI6Bgd(a6)Syrh6Zu}_3I7tPB5A}j%&zqf{of+?Y{`&3n7XUlB#&B0CzZ-^aU$mvR#&3p^ z^pB*lG2t7bTY-%H-6JcbgRmv{r-3{egVzy#;Riyu{b!AiY}!0B49@fn!`qv+)09rD zPRc(T$YyNiUZ|}c*h;M%+Cb@ao-npbOXH_oO2@*gP*-l%=G#{o-u>5}_qR`mda0GI zJoxhrTeUE1`yFW;kx<(BLhH~@W;Xso90Z~fNE-FVztTdRW>VJ5Nyn$sik7f~V!YSS z5PLi|EHz+YU5XD>x+;;^y2J2#m=s-J5*vMV^5euI_Iaz!aPL$U&#Q;Nfks}E zeG=S^ZibyxmHL}n7#64c-A?t(usT!IPnx~mwG0b~s;wv5X4rfYlb(9As{6_)VrBOS zQw&@4yU#@=dXoNwU((#eFpiq?u?nc``s~cB-|9JZVaTRjfn^zTaFD?!tvK?yMCj0s z6bLWVyUb~^K+e>1Tp^!h16K+6DC$yy#X2%oELE{w#TlF>gjdB1&eg#T&f`KI1%p+C QHG|y5UNk5gI0ozA0XbGH-v9sr literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseContext.class new file mode 100644 index 0000000000000000000000000000000000000000..1bbe01421a0cc75c0ead1334a5663fef07dc0067 GIT binary patch literal 2560 zcmbtW-ES0C6#w1XujzE@&K8i;A}XzP+Xbdn#g9^zR4Wis7)=xiCZ@uhf0HquJ2Pyzw8}%1ojLcOIp=r2Pxh~W9{mAe8p{k* z+;y5ku;%bJ;VbFXf>1a&1XpdM4er-H5jq$2w;6GRzRh}p6tjV^#7&h0W3boxCU-pU zuQ^v%*F}xEDTeHM*LT&s42MhAZGj~fy8hbK7}*`J2H~2sF4StsU0*uf_XEY18_;*ehW_0Od6+oZ0|SQ`(yHM~hUw})GD;y^ zYeGf&uGAS0mBw}(C7D{#+6a6q%2~2o3pQ>sT(rD9c%)|)8$ad4Z{$|h= zPK-dEU*qZ$uc;usmBUGfBQ4(413~OhT-BhHRGcP>;p^^-Bq;MjHG=wFG*@z@8U)Su z#vYB>m5m*W*KcizJ;YbKVnn9O4WXDz&j*J&Y$FWcOstn63_Po4dYGX8%Hfwlo( z^#qNF$wP5bLp^tze6Y2Q}_3^U&4z zggNpoR%co706nmzc&$0lHxe~#DQJf^amm%dM-zJyHnTi#LhtU<+}uzr*;n`~b(bKQT-kSD_PEVUPTE$7uK9CA>_^ z8vP_;>$De-rN8x!cqiK#dV^e)93f70pDLi zs)7p@%v3Oo4~XJo1()#Q3Yf$kDk~^T9Fe#zVMgzaL{?%z;;6)+#E`_fh(9ec5gmpl PKElUjL$~-TdS3k(4UJs_ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..ba051aaf28b43fe1e6f22f4fec6bb4d437840396 GIT binary patch literal 1032 zcmcIiOK%e~5dQ2Wn>20dmPbijo}vdhlnuFtB1$CGpzsh?xrB?8xWUQB7Hen4K7ZLpmO}-+BB(XW`=e=g2fe!4U62=UbQG$cov&K E0Ybno!~g&Q literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentContextHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentContextHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..68a0f0bf89082220a3a80d63303d71d4b94cfdda GIT binary patch literal 941 zcmbVKOK;Oa5dLP9+O7-K1zOUSR|P^)2^@0Z6+lWWRZW!^L@O>iZIUH8acs%EiF&m7 zDI5?#0dYW9a^puK)=nazjRfMbGdr{2&g+}+KfZng@B*8J$J}#!Vc2nbM+8c`tuPYq zJHgdJ>-Rip`yz6y>Dx{iC~>0pCO#8HaG&o^kjKyJT|VTl&x4Nps@WASRe5>VMQ~2T zOymj1BoSf%Zhc-oS#7$stN^!K`@NoRE=A?uyj?F3ClM0Jvw$|48(g43&NwhG5<;!VJXAN z`{}|FmNQDHyY--_2#ZHvC&<>2u<>RPD6cPS!O)Xl(-+lWED&y=etpd&-WN(lf57ac za1gb`uIKA~>(f7P&%`tIu&|KQ1xi;FCUUr{Ed~qMv^I4Ai&|gT$JCT&#tf3fjSRYh zn_BPaS6c^LY9Lp`xf;&bZ~@C&!>M5f7aJgnOSs&CC9x{8CUHf=kSIv3OPCVHpW6ck AOaK4? literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentCreateContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentCreateContext.class new file mode 100644 index 0000000000000000000000000000000000000000..70e241395eebc3433ddf674601b3c56c59bb4ebf GIT binary patch literal 3229 zcmbVOTUQfT6#mX6B*PG77zIPTQAG^_oJg&;hEkDBjbgAQU@dL!5XLwp%(!wUEPdmt zKco*`eYCE+YWvW|@}bqfwf~@hq^tYPOduoytq(b8&e?l^`@T>9{P)-20DKIC;j&@r zWydM$M#;2Yt{0uEsXs6cw?_Lz!(OYHReeg(rmJ*oPCK@1K6ayE4En^J&sexRziw=IcP!y)u2=!VMB;l){o#t=#hQUpg7bfAx6{D3I$lb0A29PNaJxbS}e zwAPapgNB6QKgJLZ3Xnl-Fghr#7*61%U_8YTb{|@t;YwTlH&-!*ysKoo^;%-MlpJmg zbzlXO{&x`biiA>5`n`f?IC~&UJx&b6Z^IYBD+C`DBEu09Y;HgbK`c4ETdZ`XK404n zNg+AkP=^m{cG0iex!`L&Q>WADaB8k)n_L%D!m?{#foIw({pU@v6J!576Q0jwZ!m{& z1Amri=wv1{Bdsx^CJ%V_@u>x*t&c+oH9d8_v05=H{*8U!CcaUmX+&D~rc*XWskNHh zdeg?77{>8_7cSxwRZy#UG+=_c(lBCf(VV}`&`(7)y|B2jRLJIL@8_5DcV=@lvokSV zK}x}g_=wu5A*NA~Q*t(!FHGg8XBoQd!Sn(iqjzVr6BGD^CeCWbDV7-q>l|X#wF!af z)1jiX@u*^o;%gAtCqE=``Q6HgM&|*7K@--StFdi*>pt8zU1QB~4YEPn*bLD_D~W}P z1q_V*l^$E-M0u6gE;1%>Z;dKaTvE2T6iKB;?7@*XN$#R+pDK>tl@#CJN`*;MW#dv> zx~^-7)KEgvBsnC0=`fu;8qN_dqDB+amF=yU-$lZ*tajeKs`e(Nv^Jhn4=2vaOp9ra z;)*6~VU6hNJ}sh!<18(ukKB0q?KP5@)c(bRz3S*zCc6`1Sy8))xJUOcF{XAe9^N%X zA;(mbIi&Wy{2_8w#ABRlr~Y&@5iqSD*xiXk<={wN)7$jwoVQOrap9*}in2E<2%pQFFvgAne$ zz}4>&etP#At_j=_zNVEt&qpZ>A{z>s0Q^Oj@wcaE(8t)xKpa!J?nNh#Y0MC}ADs(3 z&gdjBa?mXin0;F~o6><2=VOM~dSl$Ee3Y#j(UO!!gFO{2%mA BG_C*u literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEnvironmentTransformer.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEnvironmentTransformer.class new file mode 100644 index 0000000000000000000000000000000000000000..5ae8a8e93ccd6f30de8cbe5f6cbd1f6122eda802 GIT binary patch literal 1292 zcmcgr-%k@k5dLOcu15hm>MtmYBE~3*UTu6Z7BP*np{Ae_;tNmPcBx0Ncky;hc)a+> z7$1E!#+U}){G*I>lnO%QuNWV8zn$5c*_oYhzI^@o8Nfp<5FSa-ZHHmYl`Rz*?KZ+l zxm!w_F5@d1G<_Ah<>c;3u;WEx(Bb1oBm=z_MjaJpKm>PbqtbVIP}`O}()DG~a-Y?= zRl}5)Ppb&dNwW;ngi$jHOn85@_S>m_&*xZURmXk@;D>wE(P%qwlBdl!No-feeJImgW zEvBYu7768{{rm%#bB*?(DU?)qZ)n6{(29_0^jS%$3=J?erJu2zFm~)wmil9SI~ilb zo+`cr(TZFs`gy;g8A+=ST|-N1MqRpnvOUfoyaqlOc%pS*o8BiT_#ML(Ej*TZhq zP!-ST_ht@#UY?3)aVId6FayMcZXtsd=2#N2afQ+1PaS2v%4%hwq^cONVxo#Om}G=g#T0UzAdRy)w~0}W^BNa4E^1gB(;71xd5u|(OWy#O CDv1&R literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEventHandlerContext.class new file mode 100644 index 0000000000000000000000000000000000000000..18570a859668df08f568f0808c7a3df3b25fbd0e GIT binary patch literal 564 zcma)2O;5r=5PegiVDSU|#CY-tXpxv0<3~b_#wHjOO}ubg=z^tXo6v=DZ2UF;1mnRp zaPvnQr*MUY!@ik)Gdug{{r-Lb0JuSga4kIB55ul4x>D)LZifSDccjomj_*RbfgITN zw01vYc$_nLq0(}!^B_X0Cq}{!gzDPQt)6T%n;~4RGI!y~9HHFsLmha^ev(?aLW?Vc z(H~`4w2=a(00Q~UkG=F(<;*=JoF=hl85Lu8lDN>RByr8C()5dxc=BPGR<>|lrOBsh zOkj_88emV6u!FmmcgSLF|0&YEg87l4d z<(n6Itw7e53boK)s3Md1LY5seQ=>TFpWz-3IG!_~M-GK1G7i=pSPqI<=ZFmlo7ifC QB9u_(dW7u=I}vvO0cJ;?`Tzg` literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedContext.class new file mode 100644 index 0000000000000000000000000000000000000000..d215ecf73ba106a27bb9db28de8368368691421c GIT binary patch literal 4203 zcmb_f-BTOa760AU*CGkC2n+M!VuGOt0T#w?n*dH@yLOQS*flP0LYsP#7PLrcsqVtW zFCD)m)8}@^)Aq3sNgw>s&eTpOo$0vFLudNl|EAOQcXwCP0vg%l_F?y)b9BD%@1DK- z=YPKX8-S~D1l~67e8q8g^5%|Jb7j8h)UEusWx5Ak%Vw=qwd(n6>bF~V&6Z`Wbi=8+ z*2iuFLcrKH56yhltnK9QZ0%Y_N+SYGukG{ZAssLKQJQ{Z0`VmVbKe!XGr7_VvF_IG z+RkD}iJ!*eO2u)jb}e7GwyR7l|Ni|)`_|&rhQRq1r@oWlwcM?`Y1d@ltkoRXbZv+9 zn&Yk=RI7^u7mw$X+JNRgFCHf~<5W`9$r@x7uYS^d$fp9i zu2%i!r~1H)$Mf2pxIUGM8`_XI7vUQ9R^5mVMF+%OoRS13`pZAWqk5N-yxnDFl*aPc zpGHXcHR+Ub+P4UP$to+4zHIc9W++|P{4gHn1)5J%7KHMoUND-8+kM6vnhnhB#$dzo z6BTlZ(&6Q=p9s=tNi&rv;$E-snQ7`QdMK)=j5LK_ke0BU!oEhlmiUy>L)}K5fdj+n zefh^Yzgk*}L;2m;9~y109o$WBUdo#Ya#r1f1ctq#(MI`Vh4XWmA05};vkJ9CTiU!2 zTx;DV_#yDY+_PfWthIx^EvtTC-5Jz})hU|Q4YO`5J`j!{_tm@_9C6yc?wZBQs<|JS zCD)yUdeORNE60O@kBv6j7}p)gm2TbK_eYJyC634_D~|J>QC9)d+r(^~YZupyx)hv{ z@d6N%B|SZU@k26Ydx|_iJB+YH?l)XxTxX{<=`WF)$(-hUFq-M-lKTRKx#?#(o11xt zk=*PvjO7NS&oJ?48fYlB#(vGbT@XkL*V_c9!u4nyT>ll? z2h%gNgV8VWUDa3LuMgGHCR9h8P#tYTbyQulJ*bWbPz}SWGi;46e2=F>cM8Qr@0pb!pf*S5{t0KWs2# z|3D)0Ig%>UbF4Mx6F&2l_8L^a!_dCLIJ5*bB2#?B0(@HIzgBf*`>CjNFVEo)6JXdN zJ%PLU5r0!V{A;diXgtVGe}-7}>Ga>B{T{K%)9Dw`R#l!ee7?kwJ)z2#{78r&BR>}6 zC&*7U_-HHJZp0J%zj2z`_Vn~L^JC;DRvuu3xDejpN~pu8upB{^Zw(gqxPC(E1Md1y zHW4Y{g91J*U=u&(ik}tm5q`c2A@LCACPpMKNNh=@B#IJ!66ZW3D{)>TA)!l5N=!-Q rB&H>1BxWTpO5`Qx`04xXJK9sIYHLHxyl|oekS2 zmf<@oTtav#bSIK=xShpzl~(ppcJ`*uA{ax^69W-OLU+TLt)6VVB61Ag^d5u0(>Qba z9iyE*cC|*|xJc=2Ad@(yr46%?(ur`&=-S=J>E1Pl_y4cqqpkTw2U@w>lRpoz*)VZ8 z>`B*(h0-<@S{pYR*oH5XC=#tm(ww*dmS$X*Nm(oNj?bkN9pMD|_|YIo-0{q?%z%OQ z$$zY}Q-yY&`wVY~Y1!vx?(<-n`tQiB@NQ?)4qR!oKS2iJloYUMD1>BU#r2WfgI;{gWSt&C}6WA{Ix|$@rHv zf8Qi=Tkfie`mN3Gy!ox3N6&MZp#Tp#Y|x3Lh^vGiy+Mia8m%QxhXvY9Eys1* zbFAYA;SPCyDzMl@u8wncEY)!y%Y+E(SiyxRn8ih0YNBLu*<#hAFtJxG$`+o*+7GSb BCldew literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentBeforeCloseHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentBeforeCloseHandler$1.class new file mode 100644 index 0000000000000000000000000000000000000000..bc8749c5840855eb81bb123c9d6817239d509942 GIT binary patch literal 1224 zcmcIjTW?Z95dIcuDVIvAwiYk7T2!dEhx%j!HbGM3F^Gv&664cy*us{>u5y;9ul^%1 z4^1@j2l%6mvj;HM+N3^slAWD1JM+!Vx3k}WeEA085gsr+m>IOdXwA;AzcJsB|6>*vlet@q46%9L*0Im5fc`GHTAUen5m zBU7&Tweh90tm=`GN(7EQl4`__)T&&p|4A1mfB#=|RyL44v;hSPeyGn^+&F4WNXmT^V z%A;o_RhK&L=?+7(sYgRkJdqYF_i{w@G7v2pNCK}arA;_H0ZPPFj3}6;m9x}YB52X$ zAj<}6>y{weXEu(J{74GJJ(B6M5vedFi+NliC>!vQPAo+16P7;E9>IN*HUUr#W0%QB z=aX2gE#orTHbd_WrC#}!-rDV#`ijWwW8^;Lsx86>ZIMh8?AT!iPH4S@0(E867O_qH bDtTO^g08Gsl0i>&rpBE(7{k&rKjDtgRo8jmJ{F#dBg(KlbBc4Q zam+EyS1Fa*V~7@ttu*3TNFs&=L(KGKz~I(rhMyLDaR(L3HEx(e6=p}B7G2ZIh*MLk z_qFk*vP|lckxB%PJ(6m~jnt}Ate znJ~P=4JTG2gOex?YQzd=1sGW0Dl}G+Q)#s_L-}7PAdb5XD}_HVVmx8@88W|){C3~a zxYcw=Ff7-#$Nd%`O5XOxkrm`!r)zGE25m8%SQ1UyRpBFINV`gjVa?}3AZTDS2g>tx zAXS$-?dc9fvZ+TyPaH~%m3uLwVHt>)3?zZ?E2T|1I04GURE#K?r; zX`7ZH+UK^;ko-Uj!vm7(u@R{-B#T8{A}AZMOD7g0_7N-ZX^-F`Nt*yDg|Vw-qw`6u z)mCwpY^BgUL#fw(rnh$crM@8Y>I}J0xNeKELE9vg1Uq(EgA-csp+H^Pv_@uXwl~w@`rgF$2%aAcW88LW`bHk5|J-dS{SqRj99U&5XBaYZkQ$m;Id1>{FnTOS9r3{&2I z^Psk0-(#5m4WNKIT+E_~OAPsvuLo}fVH;yu8Tuht zhQ_U~JAz@Zp?w~-cqn;05C>L}cZ05ZKOVG2II?7$va6Cu#8B{*5@9{yQ6y+!XZDmI z=t!zAb=uP%hFnv}p)Vdwi?u}aWaL1!WF!f^rj$0x;6&IYrZPmqB&{V&oh5=6y$Q0c zk+y0HqJ3iR1i25SFx(?q7#fjJLW-Ei1%k2x+jL?fG9NMjp7s>(le7tdhe_-L+30)} zYqbSjCfj=AJwvG%f2Ox~`{lnN_38vmpK#R{VS_eE<_LD^un0G?-a(nVvS};WqJ5b> Zu2DhPUnA{d*~1MFE4b<57FIo!egL`vI>Z0~ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$beforeAgentStartedHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$beforeAgentStartedHandler$1.class new file mode 100644 index 0000000000000000000000000000000000000000..cead0c3e1ed454ed52ed80d7c193a0166fd1ec1b GIT binary patch literal 1452 zcmbVMTTc@~6#iygT6#e)3Wyg3K`kgOs1L>#5^NxDQfp!>iTX6%4rSZF z<$**Ke}F&AcxKxg5YY`U=bSy4@0>Z8{qghbcK{oB%uwOdZu@@A<}IOgXuEzO>^;GC zm-s$cO-}^&ma#qWeJnP_9{EJ7n&yEP&4Fb-4aT5K^_^b))5-xqj%F;MsXeiwt9bW=SK-uo35B=fb9uVn~&wl6sRNQCQl|V;Gq%hLB}Q>U|k9RAZGM zw|VrERIlL-?LvI$Xb5FrX>p{BmA0=vsmvJtu9ixKwlPW7R0k8AeV4Vi+G(_CjdhJdnKMiMk;aS)s+Mb~_Cb^fh@$DG`)C9)^MrV{}`&o*zopqL=RbO@?gE z?*^{ektTlTRhL$>BX(sd32;j(Uq|a1VvWWyL@l5{31-Y(h(DkfShxw(3c5kktdO)o zoDm;dK1S{n2@I=5^F1Z;5&9a(C5%$A33x&l1CjiUsgJ}h*hEv2|9liXMLM$gV~sS8 ztEB4{Fhc=75?rf>~5ANnQVYOL|8(EWb@b%5K|H%Ap{A85J^BOBAsj|$t0VZICm1! zTBT}H+uHX-Tl=!D)jknHk=iz;Z-4!p`s=wfv%9mivpNCWA3t^;=icvr_dDmFx%cG5 z|J?i|fcx<;hHhC+FX;MgTAo!jlczJfp`>RN*<7aUoUBb}6(c<;Y)9>f2pB`UfAWak zX8-8CydtNwvNoGOIW@0j%)SGquNWk6vj{2~!u_hIngXSIh*Zch&U67BF3>yysIXREey>C_p929zM!N>t(GSg zQ=XACrfxhD!B&R#Bz*1#!@u3~JN>A~oIY&_BX1ei^@Zi7K9|IfPh4+`I!->Zq_~?0 zH`+sfblX>?lO#JBs?3}>8HQT@UE#YBT^@8vPx$v>XM)!C zE{4ti?qL}8_4wL`X+uiHZaYJ8FeiDmOeqw;iWP_xrfiss<4L1scLbdb(UGx<$-%Lq zVTQ3!6rJQrqq_=S*v)W%kQH~R9MuT+Ff^8(3B$oa%*)~v)qAl|NPHi|13{>|^K*+V zlJybFt9-6V-A^%$1R@py%~G?k3j5K|&>NVdhgAfW`8WFUW!N8_st1+04Pa2ncj&g| zJGHD08-{M=!j^*b@a@Z2f@aBgqzc1$U@h`_a3UDV$>*`GNj^_s;&vRPLcS9W#{#=H zrbwvij_sMWFNajkRr-L^m@{H(B~_~&>v79zuu&7J*nYmqD35R z4t||24f2#d*>a7PJ-ywOJ*Kr$_H?!=H|12ez3a}#v_)Bq(4_!GyeX%3sg+@14RV+E zx9D%oZ;xFWf#HKSAm?|-E(GVeR1}lG`B?cM9GxiNWbETw6i?D&$2CS2Pmxywf5lug z%Fj|UB6wPy0vgui8C+sG;yW?l&3+!l1)MusGVJvQaP?Vn?!-L!846!@?S-W_8M`KI)V$NFjaMR5gXC zg-O+xt#SvQ-F%Ej?z zytE#B@iIeO>F`vxajG@0!p(6rg0Iq1m(twO$x|m!PmYWYUzj*OF+MzYc=&J}U&r|v zzJ_nmI&%;O-w3`%Ri&aCh?C)Ws_<=mm*GC&NcUYbMc$%8S~B|LQdSYQD28NigmUhq zx>UKKu~!Jg)3@tPu?$K@bVpAxANp@p3ne$<46B@Gg*+czQpuyQXyn~w#%h(EQs|DG zNmEa1y4Go#Osc>nWwlFG9lKewaHK$oL(m#vG@Rai*Qn#dO&lln|>grj!dlD2q1 zqAjw!&=e7dF7O zu?rqJt`wV3yNXe?1R0J8!Yj=<&TKtswYhi@^|oo*l*v({#gz)G7KOwQ6F*>J3-tb? zDxSLOZhALkw^lEW$3hLE*y^QNND@EMi1i$bt_yS(U8s8~T1oxsYTq}kUP?uytCu8} z3U!Bi=>MUbL|Ce53iYmDy7hXvGFmCEJGMpI)fDP(?TJfmP0>VULKwSKJz=R`ygs&F z>aff)GKUkPXhp$x)IteGI|-wU8l{Udx{uzvJV3*Qq}|7wq#mn5Oxok1ko5(}daAC# zDMk~BHdRK$Qsh)pswyywJ$&nOHKA3LNMv6x#hWXm8>DJ#Ra0ms6}PID64a_r+IXr- z+C&647n|#)1~NBFO=P}{%v*}hcS~EzyiH1yc{`b#i_JTv7Bb%>?Y#A7c(3qe57pLk zm2@Ut-BkYLOv%h%m!0&&b&`vZ0D+=Vgl*D_@H*0^LBlH?wd;UUIrM zI^E9r5QvXxnqmxPWzH2ke8(pAWh0{;Q3VI-kgl7Ygjlkx${f2X2dty$r}Dk1(bJRo zOGya7!k?_SGdJIOgSO!lBl(xij zNZNh!%b@{J;#nGoaPSnKBii;_exfLh1&IwIY9{h&E?+#Kr}CgfrLKrdd&j$Y!OP;b zi$z_YMO~gnT@i~fd^`)<3Oa(!8c|zk`AXyz;j6|}d*a78 z@KYhp&&zU~EatXAI%i$n8uQ#5@rJ{#5pHfjz~5*v5nVr|Yi^B~;n^hq_)AS!scA1w zPsmZ7O1w$Y)SmdI`1Sg*-Xdcs>}tG4QNw7Sf2V%Un*eoGj?JBNx9Tp7XJBe;rp=!$D2^nrZ$92m!YxN#2ma-8FMpW`M+j3dku z;dq4OJjW)EHjWg>1&*B@GRG7b?e}raaLjV39P=Cl9D^KLjztcQL+3coG0L&T@fe4} z!8y)wJj7vgEOV@IJkD{E<2jBeIiBTsisSbj&vU$J(Rh{PC63oP-r)EE|D<^dZCc3V Jjkp_){{`iRb#edz literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorContext.class new file mode 100644 index 0000000000000000000000000000000000000000..0b94c8f899833408f6551b32f8cb1df0bccf4329 GIT binary patch literal 3712 zcmbVO-BS}+6#w1L*Rn(j;X?$Ysh~gt2C=qQz^aswXg~`TtMtPqS;>;HOZRT5yg2s7 zKf!7H*oRIZd}wFt$Jm(;#kc-Volei)U6KV-Q6F;exo6M)o!>e4+;j8yzc2p;ForV2 z1y#?KOmiipu4snMGkMd}GWRsquFzamjY3(oGFQa6xr#AiS*A5^8n$-dj({=5R@DtP zQ&x?Y%#Gz$El=72!{{4hPHYhHwCkmc8)68L>V|G#BB;Jx&BeTJ>Bh>)Yc&f+%luYd zE^8zGiwxa4(^|=_YWA|F>IToKhGE*Ot(zpzn)Ym^TpnSFII(97G8Bg6CDShJMrL(m zEu&MUmZ6q2SwpzydY(rRWoXM6wS36~xT#v|nns2Uy?(ZCLh7*XUyR}~niL#Dj3H!I z4B6AVGS zsB?ykxi>zkJ*Q7uQ&u$FDU57^p|!8y=hQnW2AOPVr?7~USS7=7WY>o32Z5V6*Vavg z3gfJQG3;NQqY(1u`X)ogpYpdXkav$>9E+?_E(a+vL8Pak-BT-Nn_;`}-C_5q@U@y+ z*0Mf3ukQNaokkRC42bCH0A$;Av&wM3UK{B1?#>t+NII1)1be5B$5_9N_ZfO>msmG8 z%#xOILFvxtReMs++orV{!3R_qYidbz)wguJND{YIYD^5@`%l_KnbGW`S#TQ&@5z~F zsj^<@#`&_dYvaP^x>m=0$!A~9=DrBV)pB`Wx3!TdF5n{tAL3$D7*xPBexh$%k~KHp zPJuoar*=)I=8)ahe_itku10YgR}_rn6NZ)=T(wvtm{c$&zJ@K0J2lG) zDy)4|QOlI)Hb4EH@bAzWzOI*2BXycCaa1jBLO>nZ4y)Kv%;JVlhpUUQ~%R|~4GQnsbFjR0jw5(5(h7+8t)_jR!vBB^kev6EX5&nQxdv%gVQGk6JrNJbq)urlKy%QWLo|oCe+mcXNKC%g z5IZdN)2|){NN)1UF=6NEdt=Qc6QnFlE}SDdfR5xqk}12^5{r{*%di}4?F@FXp|uXxp*wDF7FZY$&BTa4IE%&CJ zZfLWWwPnp(5QQcR#LTPZMb*;9+Ee!I#i~BeyFd@k+iJcvqpo|~lzFpa<+Vv&03Y=* z7VEHyT{TUc+m^cSb{>wi)Fy)zaTo!5f$23SIZt&Lrn!OUxOkWM>F6ciql?m--V{PB z(5?p#DsVa-Z+wB~fp`mzgYh;RQ_sqZ7;mSRuJ3;Dz7@;*QPeMvq4_L*MDN5la1z zu3t%TIf%$X{)JBw6&ZLw{ds97UiE+ydx5481Uil0I*gKgfwBhz^;H>l?+uL|xVgXX zW+$A3H>av0_&qxz9K4wxYdSJfHn%C&;*b;j%jOSAx6=cI&v8cN#RYXMB2le~M71Ik z)rv@ne~kq1KfC{{j#vXS7$R`NWt^CVX&z_`1|R$YSrkdGEg16T#7tW-;>pR`6j6JI zVV7Ewc7+g#HZ~H}xoTR6h=r)8xIm&`f_}-D_!y`~P)55KO+=; zlKugm0asb#iAN6wW1xd_)n7$p4@<0;#FVsYO9Y zT(h0)JcT*T6ESf(5pgkRNC-fuQNl7-Y2GC50;Tq|B?Piq%;HuSpW`;oxRb>azE}d| z_!3_&p_Ahz$JZPR$6by%N2?=5IAo4)jvkIv9H%*YIr=#IIZ_;Hj_Z!uoHJf_#&aAh NO5|Q9_oMVX{~x`ePrU#D literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..8cb31e327e54b042f0cd86cda1f0afc4d3019eb7 GIT binary patch literal 1017 zcmcIiOK%e~5dQ3>n{?aKEsv76JVg(1C>wG@1Q1mPYEXEn6Itp* zDI6+(0^)$8 zW%yPKmk_=ax*f?l+|6PKiGCc%Cf=Vq3t$XER}4fL3Ec@_G`q6p3dk{d(|Zj1X8qLV z_l$P($W`k-<07TAflT6*mNv{nN+-f8qpP>-Cwo^J-v7Ub_jl$Kz0%56AO3lO?YfCO zVOP3lER?pP(Av1kz&3oIM3HDllIFbew>0CjOv+lDcYG$DXbUIE$NPgEamO>mG6M$I zBma@gPG#D)?=ZX>rX`=3xX*)O>eI&qK7q_tF5LZ{Cx3xnTmW;@4Q`MxOaMTXWF6vps|k{Gs6Mqi3p^re&W zFKPavN#d4#q9W?IF}w5nw|XAE74jKPV0nfGc*tRkP8&qr3P{}EZ4A7!x^j+BB)^vXB%J^=WxD(qQwP^b&G|Gy=YOg@GLfd E0I7f}g8%>k literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentStartContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentStartContext.class new file mode 100644 index 0000000000000000000000000000000000000000..c8f00f7b9942d0a8ec5d861fd015d0f1cda1c8db GIT binary patch literal 6284 zcmdT|TT>g!75;j38-&1v44BK>*j#K$2n%C-jk$Tjv12*dyD<*VF1hR=#$rHdSoJ_m zF1u_l&h0G^TS*?XRY@M4sw5SAw>DKNVn3uRza&2(4|zysbGm0Fjl>`*=VfD;X8QE> z`Oc-!IenVH|L2px0GP&487}K)X5FYi?lZJxf>FxMif;?H zUb3%SMca5}N5B|1rtaT#7Ea8s>DzjypcnI**O%9foIN?Se`@~7qHb)HyjzZNSK=gt zRxc!iAj8!Ef*L`XAv|RkO?!snj|pEDrDrm;S?PsIk6jCP$t>n48!(X>roB_D-u1E*?$ksZ?slEA(X*mpJ#!yWYs~LzEtvw@UfUnqe=O zbhF4ada-EPx@}rCzH8Zcw+aQ?@R0PpiWtMGb;~Z8#mw6FM#iKNEEV-aCR-F6z|9@&+A3yORJ1dw+}$=6 zoeUAzG8J76frQ{v(Gx`oy$k~lwy_*PF~o4P2?|az#660+YQ)fv)8g|PhOq{42Sip3 zofr`8gQTjP#2gGm|=fuJU!>bMCG}y=(x{wkO!wf-t)#MCUe31?95F4OMktj!&UfBfIo zPv1B@O1S>>2&R6vs_x5~I#rFgnMqOVnxd5OpQBI|TRymAJk+-eHe+M{{y5x~zG~HG z`u=Qfz;r-rdN9f-fM4I>2yT!p+5JHN#p-a&W0=L9@a8QlPqyXMe})^f3VNHZgw$%9 zrBBO4Nes$Ik{G*^#L!iInk7|yfnl&(=FH-@wQgh_AyhMRx_wj6*;Z*Mf;$W+HuQDF znSNl}t2E-aPVFGW&%KAIi*m=XSFIJNKjVY*mbJdM>DOND6YntI-`O;LmM{6ab|1ub zy--*%ZG(dGb-WS9U3~Fa821=n_($MpHy>A=`{B!WvgJvU}8r~MU^fky0=^Z(pt-timJ$uirNuXv}QT25rg2-)F^#cpFdW+_I6W2b#GT=W6G#9 zcP-wk1$v@!MGc7GXfPhuLOsf8nC2s%d6njydX(|KT^dAbLG$xpg@bBLYq{N~b$b>D zZ@qXNxZR}n2oO1L(|SGMRXNwHy&}N`K|qSuK`bW)to*#Fo$68J!MKn&y0<%~sY|C=P31R7S2>j05-gK~`feZBPLrTBW2)BQ6YOH61Gip$AT%DN*&!M;8lQEv z|A5`=t`$reDtWXgsJ3dy?zK5OR3|m9jW}x5seX)W$L}3?y-2fB+LlfNYS%glsO(c0 z{e;%_{I}tAV*jbVQp;B5pjoS=#>YF&*Jmzl(R)$15FcTN#HHg6V^o)zk z718fgk|`+SyYvnV&(J$AZdNp|oulhgWxZARjc!P^-oe@=e!A||@oPj=PlN!zM-qNV zNMU+k9geqrjN|Ee2R%pPC+OK7ig(j1^$}i44L?O+D*Y7wsgb7`N_7XHBAMzAJw^Ht z#H`@^^gKo8bR$8=B+*Y|&tVv8`agydjMMxNXw8fxjAqUgMPjA#Opb)9iW~_8Ma{V? zE_?{ekuW6W8WzQ4n(GxF6khT^%TyaO76;eoq5OU*Tksu0pSvv%uBs zeYxgBjceP;j*G-8oaP1WuLn%|0DAYY4VQ4)N3)@NpkW^%N3&P!G`m9n-LF})9x#0% z;8nC?0+T)<>3Wb6ACOw}rYepfsCPW`VfJ_Sbj8_T5b10`kXj99Dh~ECO9%Tg`#beo z#i?Ep>C}Tkgd<<8IMT}~9qGqdt2*`96!0R*9#J}p%uF1ZnSX}z=5TtXJJ=oi2sgw= zIrvVJB`Qgls3ciJ))Pgbia)x@BuiA1EFr5!Imxcq1leH;r#0awK2Hh=)eTZyrT2VC zIQZ@_po+YsamXF_-{}ZP-0{%ejLMd59uACcRn@zYlMPNhW`rXmk0%(4DUg? zBa}|l?_(6?q)?pbeh)oF^pJ;65}owWX`<6*I#|`d6_JSgZ?u#4$LL>0VN#_Ma(QgX zgGhu;L{#5Z8U)?)9l(!>Qm~63)B8jE`VQ@0X$gTWcoudRTiB*IzLBLY*jWPO_$I!! zgapTVj&E~(ha<*ulB1pDU5-wU0gkgAT^uP+fBi%gM}}jRV~pb>$0d%-99KBTInHrR ra7=PcaZGc}a9rbfjboN$j^m*O+>p-)@_C!%J^X|eRY}nW`py3r_9h`g literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentTransformEnvironmentContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentTransformEnvironmentContext.class new file mode 100644 index 0000000000000000000000000000000000000000..34222fc3149f6e0f630bff5fa9f640ea34c8e39b GIT binary patch literal 2458 zcmbtVTT|Os5dMyAY*{EE6iC5bLK6tKfe2`t(wLAC0*z-}+5v_ao(@JaGPX3MBYVi3 ze@mbG*v^!;(}xa|$Ns2J_sB9AV;GV?=-hVq+wbh|S^e|xUw;F5iFXWdxnmuBUfJSh z+YN+O@_gHRZ}Xr|^AUFstF~{gN!hN?UGd)YYa4FE@jbUjXX~CD*e5{}jG?x&yV{5_ly?#`@v*(Qlxq8>)5_!xs7@ba%h%>DGAJilg42c!Tb%Irf zN~SBtFi;jTa)J-mS|N)0#4@XlKnXlcM$xpEYxF^{i>IC1pW*W0`$MEUlS} z8k65boc2AJ_6aj#B-6_BS@YvhiMXm7sqK-g26V2Hw{%?9j9wC6vAz)M#=Y(P7f_m} z7zWw&8T}uBP7Fx)OO*O{zhGGH8oI9K+`Uovh7~I2<*$WdG_0sDnoo}dhSZKzcEg_! zX>Ql4$=2)w{cnVGP_@@C+7vyub?=bi`iqWhZ`ErDw!h0sM?O-o#H)MUcjP`goa)3n z?@m`hwH>eSm+VbP0*ypAd)K^Uksf>xdD2bD7m4 zqs~EkExQH8X{{nfh;PX9gskE;PtKb6{>1$`bBM;=9~jQfo?9CR$x|OPGC}C^*^>WYRCWp literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeAgentStartedHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeAgentStartedHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..9418a989101361e087eec8e119f3a36bd129e560 GIT binary patch literal 1118 zcmbVLOHUL*5dNxnnH?680bj7-1LdG3I4c*83n-cp)~t^Rdg0XUHtVoMPn_;094B7< zA0CK5!FVv6<>rqv*6gq$0xI#)Rb5qI*Q2ZI$Ioxy0W9GbVMzvlD~g)FY$|PyUyowt zZ!2lr%->7h2vzJqRokpyNfGN-##S}fGD`tO@E12$vj>lAJ91C@q0~+P)z*%x+sg83 z6~Q|RDU_li6AnH~k%Dw_+J+<4dh0+soYeFWX@#w?b7R-2NLZ zvMG{LWBrIPl$8x>CF{iQUXB|tQbH*Kfm*EJ4^pYjx5jG4ct zt#E~Vc+gE~qLa+IZYS|*PL#z0pXbwFt|ZF&g<)@?Z4hlfZs76^~e)%QP6BUkA5dqQb#g?cs^ga_yHe0rh?L)l`? zr;9-t?Lm&F|6a=y2G@h8?yU=9>P?%cZC6$GUSI<5*2-}Q39~1yuVpNEl~wU?u;O~u zj_YbQ2sz&5(VKUt{5kw*7)W~vN|y%(lF>dehnuVu zn8pnARkjYX%i&Grsu-!_LKUO%m}9Jpaa`O48C=5UO$-`bF}P|lVc_)Wq(RA`U@-Ly Dy+cL^ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallContext.class new file mode 100644 index 0000000000000000000000000000000000000000..5efd9d681f58d29309e63eafc500392a6168b197 GIT binary patch literal 4983 zcmcIo-BTOa760AU*CGTg!U6>TfLP^2fEQyDCkDHT9lMq*h+`m*}pj z-4Dl4nZC9&%`|z;L#GdZXlH7YNoP8a^VUD3e@Ca&bMK1PBFQ06lZU3Cc(xiwS2XBu9e=550%+h$F_Y~CYuvAA-@u(1W9%8aZ8%%{Tbny(iLeod3*Uq%al5)lBCq>00t2&8s%ci~LGpc)*trsosElqDQ{O)^WzZ_^8 zcB|*QHrLl_eADEmnzie>wWUi^mD5GHwx#cw-e%3P9IhLV<9dc?xdgAe-fG>pml$HT zx>G2t=w>)saXs5|^qsw`Zc#vLj$!KsNBD?aC7wVJL#DKCmMV?oH;tN6HHna6GHkaW zw}yXYBpZ&N-bkSjS`xkJr;6AV#r+v1d&0kd#i zzDc^1_th=ayCnj^aBOP2-8zOYqVRK(;RKO9KUIBhGBqid?WAENeOi$=WI_5sax;|~ zF0~dkQVLgbEr~brqrNzKmz7Of77B+N1)n^Dw^CTaY7#f`HbeHgPh|pYNvsQ+krtXzE+(*%#BIDSN)J)S zYbKZXgpugD`F`CHPiH3VjsthTLpkwvwU-L7v1yy)`8R6jRl(}W0vhm6;TL#M6i|aI zrR!~r;u|iD4MK+Hmb>&qPYgqUvC$1s8X9H8Ge}*fx)-5fC}Ln@00XNK{=Owv^8}U8 zGWPK4qvfPBtjO=_qoktsCdEXU(4>v|G^$1f-Ev2xZAq^t6;)B6eW(sUeYBv=v&(bo zxTcIK^AVb(G{Dl1Nomd~p(z0wp9xF7(oFNGKg;HwLs3Iy$ zqE8a`6v2$(F@i~@kJzn#pF63mlEEWUwMXkEq!iRd_Gua+rOYO>UrXN_3X5-U4QR)n z{UtswqCi!)bG%#olFltN#hOB!4_@kUosn-}YsbmZ?bFPOW}ji~>V30R_e6i+p(8(2 zp?Wh)eUE2V&4ROMaf|N58_oWd+MYFQ%aOkrs4MVqeP7XX%+-2z)2ywF`y=w+EgANP zQM1Ilfy}k?4Z74r0(#awqf}Wjb{of%Yi_+(GOt;Jakjx@ql0GJW!Lq%S2K3~2b$w7 zRg@_CD^6otw4(&?(S3;1oTND|TF*8db(w8AYA%V_FX@Z|^AL|-qNUP}2=3GF$Fv`# z`P@u8^*PeB>0>m`r3Y!uM$^MIW?Nh=bmj63W{*?d)LO#^4+&^DE9s2+yh^oZuJ%Gz~r!h76bo;4@>_X zefZ_TC*i}=Cr2NCCGbP|u=GQx!<}uXmW|R%q_XRzYJyZ)&cvb*KZYuD zyO@c^8u0i^CYETxxz$WeQ)$sfM3Wbyd1=Bve(0O<8{$GwORBrOhj_mpq{5|;*5jddj@G%*dXmj`}V}RonM}`ahki>9~1c%Cz=a}J`<(T6*!=ZD`QxV}f$Fa!qGRG?%=Q-Y$ Xr%G~Mk>l$e9zGzoR8p%z-{t=SL1(V! literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..e49acdb4bea867e01613198fb0284a38432d6246 GIT binary patch literal 1022 zcmcIiO>Yx15Pf!%O`5i_g;LU%PtgM$%7&Z}0R%*#25q6Df=jqKi5r}3ywchm<%CxJ z6b= zq<18RjS1fg-40~rJ&{Kg_Wk{u2!g#?Fb~GycEvz=fzTcAWwR?=HjfO0GrPy2Z~CV$ zUkkOBLtFKGp$(Ky2MS}Wv@~9Nq;xE-3U&3Cf3kO#;r;(>cz<^>(QB=2_2Hif*zv=t z<8`HNMnY-h39Umr9oTp;;vf*sK+>Ey{+1TnG?TK{79IDc6>VV!#dv>^A?|o;SZct) zdK4e3bXO*?eTU)gC@B?ri5Iy$N{aMxmro%L6?kECJWg0?lvH?`J>PKo7B6Qij+-US z?TwEgjXyfvbta$LC>ej?PBB}!US{J@PJWU-?S819{(+_`q>KWOX~IUvc+`TnPJ z3#~9L&*ZzC%9mmN=}@*}n<{qR@pjKLEFG$jo+_JR`&CS0>dU$wD5Hp#$3K~3*g1K6 zAR^J1Rz|<16%WHWYRP9Rpr)JiJ8yog=g@;8n{ow~Wyrxn2HUjb$m0^BL$6UFyi9AA z(`JdBndP`bKF1cW64oeMqyozgWa?O{W3`SmI7}dIJT63kDkoxv9Nq KP%>}~Hh%yt>nQI4 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeNodeHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeNodeHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..0873e45aede3b8f374b78c21434fe6fc272e757e GIT binary patch literal 1029 zcmcIiO>Yx15Pf!%O}cGi3$&yypP~milns#(hd>2XpazA4sNfPVPT~e98(Z4-Mmetf zQ#e%o1jGSF$&DX{m`zdvEudVG*7L^W@yx8>`}Y0IR{)Q2gWL( zTL0NVHe)Myjka=NE48k%fzs(jCbmk;$WM=yj)hf5SMJnK_pdM<{oke!w@;>etCg+n z{CSA2nhD!}N7_axl#YC%wXu_-BY!^*0?`O0&3fx!X~w3Rl(llw@ujq)C9I$r@AWf8 zAWscT4H#IL;scfLO60ZfF}xopMVA-3%e`UZ(#JhMfizU$h4JwyVZ~um<|X!G&Ep%q zlqox2mN2(BI(|I*=y1;&e`dpEbi^GuTew+bqfbtLoH)ckZX=V6ZntNd4uqmIbfV!^F?z}rw&!HznHf0Me%aDVE3^r-Uk;fH6hn}QB zc$L;Nr_BO6Q_FFUe2xuVC)}l|O9d9|$W*aZ#c~zraGnre6)U(<2a9kKm+B})SdFk2 PAvdv?BNQVz5!QbIg)A+} literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/EventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/EventHandlerContext.class new file mode 100644 index 0000000000000000000000000000000000000000..42b7ab115f4dce5d40aa9b68831d2eb3c68145af GIT binary patch literal 430 zcmbVHO-lk%6g~H8qm6xNA7aaXKs}QnB3eWg4H!W|8&^-~X`|zN;5^0U(68wyM2i@7 z*N=+sNHx&LC9-EHTK2VaQ|1?C!dOq_&5U<< ztLEAor{}H&B2?6+UPefk36F}4|=ap`uo?zp@ol!@IyN5VZ6 z+$3}!an%k*LR!x45r1I93O%ul!*a@BF49~_IoWRPNb zI8K?`dD09f7$&PyNwdR{T3c@wkik?AX=EAF=19g2yZ$)rV-8WFdV{$cdTV1b|J-+7 zDJ5hJUkD1A#l3HiZ4X&{4J40GqCvDG!CuDWgu zhFM<+JZ$ku@`F(9Tf6Pv!y#o;qk!(|TRR6PKD0oVVs2=h-7NpN&Lj|FZrRvaF zN4m|BYw9El#1m<`7GESJjGk!8SQ2?nDQ)^9iLp&cCO z=$zO%L+(8}4C`bI0}%OsN(s}rKvXv25#3md^aoseN2h}gvbF%Q+|QjSjP8fI)|xB%@xg?ol>{4%n=Cc4*u?lW-412wcE)sP2~Yke zFApS|_yhb=#xuQ`Aeiu=o9sC!-<9b%SAg z6uc)4Z*jwEDo*z}Lo4f8!K?rS>sW(!%Q=zOqHTV9nJqiF%`WaU%$|ccI))aks#}6# zCe#s+8@wlZGZy<+Fcd?&(^}eXirx_M>awl+Z-=1}C?$H;m?w##6)oCk?O=_hO#r%18#_lBoeyKJHHYhj zJtEXWky6k9PH%Dh<-fssdy0iGxM_>9L61r1h<4yGkM%zK03J5Ta_|s7=|%FmMFrh{ UhfILQ0Cxf`;ckF?SPoG71?Cwy#{d8T literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..65d071a079b46ac01cbbd0f8d5673ecbfac83fce GIT binary patch literal 2362 zcmb`IT~8ZF6o%hff2=W%Sv$l5LZAUBfGJs^P4i(OF)m508m9^os)ST&YzDJ<*_C$I zD3@IIhxDqKZPln%FDi@6{-~;F@U{WGRaa4DY0k`-RqZtfR*8fLmtA zb=xLy3&)pc%k_kLAh_Qpd&r%ATX^QyThZ$JqF&#A+4tyR48{>Z;ik=K~M;*c1nZM5(LXwuAJ=6&*tisaj*_O{G!YVrYC+ z^>PNo$P6KkYYdN~aBqfC>KI`d4dZ8c5{WlVmDqB~4?)9qhOeTq4eVZ#ANax>Ea?q~ z?MPe^70=6fa|i{DF+7ZdS{Ve>F~M*>gqY!RB-jv50-MBbRl_NUxPNF#;)^6U@a1KO zn{DBT?G(e>{6ZwvuxJvVt-D^^JQ9A>GOHzZEHKbK>M0|{8-RJ zhPnCr)wiO2!Ly@8+GX`zEaKBNN?2kjP*p>=j-ec}s3E~rtpa^g$c);nNW}_?C2)pZ zJ*dyN@cBOXIpxxhPh#}WYN}zX0R!uh|E;A)%hcOnVUWGk$+R}6r8T2>n$}XW{veh3 z$By+*SG8rfsh@qHjHfgs_IkpIPiV`DZ_d8Uk}sR?oleA4NkgBBr&7icO{Zyk`0{kd zxJJ`iW900Iq@hx;G6gi;fB2Ww!%xrEzyZJC@fmKt?mE78ENae)C9S3{D({aX-Jq(w zPq8C)%Mp$4aZ`A2IIUsG*WDJkce!V&ao{Xo)%y3KToTRH97lLnn@cI^dZu^WuGbRJ zEu}jiNbC;4V1+JqoQkW_kKRf8zzU6$WQ*rsy7yOn2^!PC6t$bQ;uXbFT`*qy6{*tC z$o62o!zlH}d${!u(?6ZdRH@CMC(^0SA&Y5@LC2Tm&-4ZG3GUD+hZ)S0s1i46Mu{g% zzhLx7>S$0xDmP$U2u=jSm0(t}=WrMI0-24L5!rGeeUWkcD&y4uGOl1X5DH1LWvvzgJ|*^*cP zk(Y;pfI_g+1r+%{kw>%$cv>K79f32-^%Emu^?|hjnaK5ZDBMHA zO-%ZTt9Bqlx84_iY(!JH#giel&JT?Ue+KTQz!>I^`3ZLet~&0sgJa>F6cP;gCrMI0 z!1mAZA?NvQT=7gHf)&TO>rV#+y9{KQG%LQ zM)Xa&(bXo9$_`Vv;f)HpjPO8)l0=B#Xvi+Vu=E${rfhU}yyG9 z!;IJ5+pjijb%xnr2y&Rm`7{c+z>r<{b?<*z0@|1e%M|z9fFZ&tJ%Tp|W#AREA4Z2G*L$pJOC2S7RTS#MzEC;vYl3pQ?D^$?c VS4enR@o>$xB%@j+wKN`ei>C2LItNsLd^?NEkpXUy&_;n`p0 z<$**Ke}F&Ac%~Pls7YhuCVS4wnRC8#nQy*+`}76CBWy72aOrilZhO2flu5i$$HF@h z+@z!rxoSls_O?$%m>SX0E%CJPsx-v`MgHu$mjh#%I^xINi@0ig&znagG&y7#?vGOC z@ma_m#u&zHQc1JPkXc^YFCvEt7g^*PvgS}G3_&mo_GlASsa$_%hIn}-V7q~SPm2SQ&j!!|1DZu8+P@Qc3R#1a}$L@=QbvX zDTWEZvAeg`sBbe&{sK_MG|uNy#s!8#CDh$Fk+8!tEDq!THa?-&LfQ{qtqTWv3suaM zb%~)oOnxQ|Z*jwEGfww7L!5Q2U{-*Eb*w@3a!#bRh|UlGjSM;5WSIG#B{5Km@G{^PXD~!l%1P?dJW`RCTq#= zgY?+yDctvDFszU)_MIs7Qp%XbIfAkY59!20WItf$9cc%vBy9n}?d8srkIo0V)|$md z^4;l0m#FmIkMh=UzrtrYuTC-l5tnTfHt8-&mtgw=b6D$nZy}F$vK-uoM|y!Gu24f) VUnApV!N)Zpi@5IN29|tOz5|LoJEi~t literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..c84937785932137ca609597af2f9516291723e35 GIT binary patch literal 2315 zcmb`IT~8ZF6o%hff2_S2unnO=NYa24j44^0=G%nCP|~<{ohn4A5>lnH8O&mPSK3*l zTyoVP(yLy!RijqDs4On~qpF^N-~Ryc3{{4Q+%nsa z(=vHW*q$_-jw{SV!Mz^YBW@pbglq1+6V09{>dt|9HFW7<4C!Nj!p#o1TjuM=v1oca zA`I~j%eK5thDd&8FNGN52BOdzzWA_IxrR6-s0+z+B^^nIM76&Awo>2TVW`#qKkae~ zV@M@oV4UGW7~QQPppHp~%m_Ebqfne9dW4igHVF+=4An45qdS)4hn{c)RlLUVWhkUj zdV|V+l*9~X8SaO{tOS^J%+s+7lF}&+1sPN$o(0@cWxL4`^^Ppb@Hmvx=;xLhrdz@r z*&2o?`IS(bBcUX@RCC;xc`Uq!%Pm`)+_oK$dzM4}y5rS*osLQ@uT1upEZaOj>6(^J$He9xvub-TFb^GGz?KGfIT3lR1PwR`(L?WG}X@jQ6E>EY@<1{^y zo;>>@o>r;XnF1OcKICiaA*Wp%J<0dl9>euFJ=?RoqH3R5(rR=><^1H)UD>9Wo?)_P z*`nU-HiY|@(;9|s&1v$^9(OG@_MN$)*1xCYl4z=G+rr)Ma47{{L}ScHwOh2}HN{b3Fjx2$iNepA=p+3e z)6|>mK6NNT=4o1jaE79iNduH593af;84yN?tzTV7mov)|hmIqbY zp=kP(9hN0SWJO>4BIB(f2YsJgnjo9+SnBDxRXe4<@mJXZy%V+?Lpsh)Kky8fGOH ZC6*-aNZgfJkhmdXN)#nZ66+Gr{{}dhN_qeQ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallFailureHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallFailureHandler$1.class new file mode 100644 index 0000000000000000000000000000000000000000..61698edb8490fa009d3d51be582c9871ce78e066 GIT binary patch literal 1214 zcmcIjZBG+H5PtSrDAyJXC`f%ll&XNh;TK~pl8^@CB^9ErB*stM>)I~8?vlGb(vSWm zUp|m%;t%jg8E5-qB4~mpUUIXO*_r2=nS1Wr_s?GeJjEu%0heA!>z2n`LYdeLbR@jD zf}4cSHdoD1MBZ*s1c?!Kt;1)7P|1*A;bFMPWk{)`@WTuk!_*N!;ax)!9*5mxD092mNCPN>O~0tVwN&-4pzW$ynG?_ zGwoNjGNNb7)s8lyRCc>MF;a=xvsY3j+(@m;E7h|bBkp(qlX7c))YB_kYI*zjE#!uM z+nfxh7$*GvT774~vdb{}3qT$-xa?vYR~T}oKzENrVMk+F9OeCKctYI@Xgl<6vvA;A zsJu(wHHPU?@pEB#lN(NZak?idlCNV8vjz;TV;vHi)05UCWk32iHDqv?VfMUAHados zR?$ttFjLh54-a`Hc_S2cYZwYu`mXy)w;`fo#I4De>iuM806#izDHqE7`t!-_*)M}$9)pjd_2#JLfBHa=rm{<^hO*UgP&1Ocjvn9Tj zmmdWMAHata&m>Lp3PEsT&pCVMobO!b+ppg~eF5+oy9@_hx;?EsF7F6sLf6*=;l38! zM5Mc1wF5D5t3%;OMl`h!4#uv$A-lqZ^Y8l!FouO=e!|^=tB(7ubu4_7K#bwRG&L;v z4}b~GFwB;vl4g$~Rwy22kic9DaU>byrYl2+!`d{+({x{=V&iEUWML}UNy8Pbj2N0y zt*1>OmEE9@j8r0Y?U7UwH&UxovG(h7sOa1OQmec@Y32p(ueA5)+Uc`~ZA=0S40B$+ z(cG_Bstof#0c5a*i%BeEnIWC`b^lEu>`V+BleoW4O{is`)N zQt!!ND3Z*Kok)*T7BP)_c4S~uiZc@XT2C=SdRy`KVOm^ej$(A@ro5B>sbVVv@b{P^IrNbOjn8_fCG(*yKWyJ8ZJ_-Nila#6CXnqF0F%kLM z=Brv6F)-zNPn$q0yICC@sYK-3E2&~`q*mop{r7cI>G%J!Vr6UG(kt3%dH2s9WKY|+ zF)7S3%y^CF!Cs?UW0*Zdki$GKrcuBphU~hp`|ko_Cu3M0$Ng<~Vy*bJ9Qv>sI7nNn zT$;Qq425y>b76R!8%}F+`o{@Uu44_e1`Moc9TJ!`kk%tnKm0c-q;QL2;k-n)dxm6I z)osBrU)Mel4tXefD-Z|PFy!m>SsQV`CBjoA-IN_Q{D~NHo>C&L20V%c2{m6+exM_% zIy6{Uw;3``9f!VnDlJ!WKPGYX#i5KOk?$#`%}^*2c4#q4ns}PtqTQ68n_l`C2-zTS z&F+KFsm&8)K9a*wBAXk5$PQBqn8gL6vI&pq#!@6dVc`Rv4mQc!0>Fb|?jm7yf0}E( zMO-HA?l3w}rI&t{x43<>U*WtyLGd%L+9qt$J+c|19R)05Ylz-P8r$SKxC58YWs0~) X4PAeOgokAhD;`#H!^2Iid077m-G)C= literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolValidationErrorHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolValidationErrorHandler$1.class new file mode 100644 index 0000000000000000000000000000000000000000..6eefc06062f89dec3112f56002c1db10621900c1 GIT binary patch literal 1234 zcmcIjYflqF6g{&ols>S4g5U#DPyvO-FUF)uLYf*ksWq`cV*E60$1-#~V|Hgre}F&8 z#|IKk`~m(bDsFi{fsAxZI&DoYj%_^JdXR$FdFi}7jd4a4u(uu%+{X8Upd8Z2T4&)GU ztLI`k;~G_Koa(tsy<=UZ4XbTar;SQ{-qI%R%UM~g|EeDGzy05|+Z&^~_DSH%&e>xW zhqLpU9Hs;&f<|+1w^6MLO#TE=!VE6vF^x+C#g))@-$aVtBCs?%_a^}ebvq=5=sOqS zA(_BaTX>-23KY4=dY!%DuX+ou0_36uh3R9uZ@k|^?Rxn{!1 zCfc;=Vn?QrTE_T(yu|4 zRmzrG4_e38Pf>VJiNG4g(x8Z9zhxSexIj?c@Q8L8BKrZe?`ZX~PLT;1jC<#(M*G8F z&gO8LYWJw>p-j~CKj^v6Pw_Lnm#0|xh^ssVH{GXLAlSiyd2IBncaX;>WghOrr*)A| ZT%&=mzd|O!Vt^X~mT)t`Ei4CE`3^_kN!kDa literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..6f0056c9c43a1195ac97606b2827bc1cd2e4ab98 GIT binary patch literal 3960 zcmb`K+f&;{6vn@mjc;*4CWIL0LIbn`6CxlXAu*7P3&F%O1PDz_FA+vD0wK+4WhReI zANq&%sgG@^Ognw(xOwa!)#+JVG`1{?$n-_W+N1sUx8JUg)_?u|`yT*iQDL~N>dKyF zRTQSKL$j6nw_3UCXzP|`EH;{=U<~rEdY~$XYF3oxtzE6` zL=j?$%;=`>%rS(9M>dk^KqP@Mq6~{4Hq?+q!{$}vc<7;tDB=vULTPRNaVbB~uvGlN zlyga(Lo$v8&NJK&qAEOTf{UVyq02+eFcpZfGmnD%w5o427F`nKxm zmN{?RmhCQ~@bMzU%Rp#nRIdAYDUM#G8RmkZi@E!AMv-C22uuC*437d$;p7pB_6n{F zqpvY62cbQ|4zUpyRNbI=r^)1x7+wS-JcDZ8;DI={)yfye#|*u~+;(<` znLyb7%0zer!@|@NhEfp1|Cs)&#;br&p)%6l%*ifXI-8a>ExW4P%3mgSmS)`UnUCq8G7 z@g#vq$TM7Z9XzQjJvoD!{u<=iRo5~92N?3f&GVO_Nip;_ZHCtRK-K#U(`c_DG=;vV zMfZw7436)kEzr|V=$@Bt_Kf5$-3dJ11m2PprkrWdw)Cz$o+`S#^||J#^lesYJZb+R zM8`5oT$s3kf$dTITV32yS&_CU82+ps-b_eoDIv+V!-NzIHEv=ZC&hH_a8ep)PonR> zkA!2A99qrD;fyri@#@`ooz&Kus2yg)v4|WU2*+Y_oYDzOpKDDg<@1#8l)ES`Q##d} z?v^i5x<|f9>0U}-YE7r*K1yfg%kO@OToDtQWMX>f8mG=Naq6VEv%ON?+H)8#uU1V* z-`5J}fzI_ULwo$bx==05TievRtEih=sk*>0rjOnLrs$f$7G;tRaooi{x=Udi_i4b_^jo2f7`P+* z3wnN}9}?!`c+)vEWKKGxmEK2To;tibYq*hq2$w*wFK16f5mvEMUopG3#Xy^IY#KSr_hJdDp#@?o6vGTu3raTzNoGd69;##%S@{20ZX(83tPHZA=C?cM}M z(C+PZ<8?RQbfZR5!q<31@mrF4L9fv2CPD?Q6|i2wOKecYX9c{%=bK<0Utn{SKDxNa z@g+wGM}#BA>EMECj{6)rjv02qbRaAnzs656E=&VE zKgxIuTNW(l-1nVx&+p&&4}d#V2-m{1{V?p?qA!(>>`pk6c25dDX8SHwH;^OSb(@U| zm!FpLL#VWz>O6>08i7YBc|%B%Xa3rj;$6)@b%=8uQp> z`bM`-xOLZ|yIKV1cD2^{ifehcxRm`Ym7Q?Xn99yr%hg|1eNC`l!||viAH9J4k6*@0 zdqer=MP56Q_ezCYXfITe$)_R9BAKaH>>n=h07q;uIG;xjg%&anHXK+Eir8d}EeG4! SX@Me?Q097s-3WUT_WuF*0G+S^ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeAfterExecuteContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeAfterExecuteContext.class new file mode 100644 index 0000000000000000000000000000000000000000..fdf50f552adfce68b2ffb2310aedee7f111ecde7 GIT binary patch literal 6351 zcmdT|>r)%o760AUYbAtP$$$}#0fUXv!w6%?u>n88wPV?U9pjQXq-_?lMr#Qz(OqG? zkJN3a`4citK6Uz`?FWBoXM&R^Gp*}<=uD^oPp8vP({p!Mt3@o2PEyYl&F($t>^Pk0=R&mF-)p@zHAt)d39B*nmk`LYFhrjrkZscOKNqcqSf;A#)>w5-_&YX zA8Ez9sa-LuruN8;fH5c!)D1OXQLC%@Tgwl$B2feXh1jbbwCr_z9an6KAv~p5b@L*_ z7bCNNDq8B2ww5CK>B6*7-w`mQa&2-KE}E&Ej~h(FIGdx@lF8Zal(Jz~^lHAQ-LH_X z`I~niuhUw-)bt|5pI(;sQ<=;~KYhQp1w*q&Z8iTuGnZ?sUgdeUS~X17)D42?4RgL; zsZ25)+iez2QI{(kO^Y}IlM!d=bG-IoV=b>!9BWmzk}p)v8ZDz2c?1U-x{4*OSa#OA zt=7~vjV3aj81acs)7AwcWOXvV7>9yH3>`=^1gjKj8J!GKy}DjEMd)O7GsKL#>Eb;M zff2zNL2nE}9A-GXOD^q_fpNrfBnkpj?923)y zQ_ho^jb~F~ zd)@jsqy0J}ju~7LE-p}qFb#W~Y3&fs=ELyT4(Fy3XVbXAasy&d5~J1N1z@*umn6DG zlWb#Y8FRGdHhYp@-7v~p-d>mvK}FTPrWQ@3_BeuD42Ra#vN*F5`Ayv{5yVZE4tos0 z@NT1ylsU~T87uaYjMKhul$T;SCT)Tx)sOU3&$ur++q28|Qh`6FwDhs-)O~&yC z?!<5#3mswHW%!$a0{G z66}p7B{?9Tu~1T0!o9&BHWndBcA&5lrMWTUX%pj%UxkBmTxq`%ReFSs>tB8lxRFp& zUO5)6P3g5IIM`ti7FAvmvaByr<%kQvq4W_sXs{6q3d6M$Ot}0@Nog(N!aU>nZkR$LHU5vaVND^ zh2}>^N!&Tu(56XFDhG+|DApu*5;Wm4fyjQ-xz{D<@&B-y<q<4dog!B#;hd<5CyesxQ@6F7_4d^8(w6*%G}u%VeSI)QV(g3_&m(t8Rz zj|m@*a;<_gy9g4lPhiql&}gfm?4E+A+~^IpMvv{ue8G*Fm)VM#AG3dyF1pV33bCT( zCuD16F8MNBk=dL1vg<_e%2qUXW40qO?aORMU~gtRl~W0dw()Z+a?v)jJGYH5Al=L6 zPNssXP%8W>u8APqOW2j4bt^yXR({s4{H$B~S-0}DZsljie^cDb|JIfQ+J6^NqIjL! z5VI`WAbX;u;yYcD;QJpz7R_L`D-v?x!MUzT#DRzByCRBANR%d}CxV124wjn;5jNmp zqZ8qb>w;&vVY}eRw2F*yysfRhy`5ISiCL$*rktkJCl;q?ke*?&20b}?MnA_}K+}rN2b*;4^&h-3BuJ7eoTTL5%3bG{>c=AovxvYbgSWdMo>i?6P5rvD;fwt6IB>PbQV$g-S}3s*Xtv%P7(} zk#e8VD0YH}ne49-3O>#L8PdlH1)gS~Lz)w|<>>hgs}@n%NBE!zA0~X*gQp2kd+;3L zIS)Qc_-F$UHjV3m9FhNpPBN}T{J9p8Zf;ILM9JErMK(sn{vuj(08i*G;Sqj9<1dN& zfHt!75&{KO3Ro+k3WG+h7w{fxOJE!v<`PbDjB(UC;v7dfIynY7hB!93_|(mj;ppLr zaL9Dn;27sP&2fg~EXQjc=Qz%DOmIwcOmSS`xX5vd<1)uI#|+1^C91@6&jM~*?}zv) MX(^MI-==5&KhGBUy8r+H literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeBeforeExecuteContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeBeforeExecuteContext.class new file mode 100644 index 0000000000000000000000000000000000000000..56d6346e11d9c22816a87d1dff22bbfc698e1dc6 GIT binary patch literal 5328 zcmc&&%TpZZ5&wO&uVGnWc6oyyOSCqyfEOVwD_*1+6e(I6umg&SO`LdG1{ijk!TZe; z>5|eVKIGs-T;)8DE?1I+4oOucyPT?&A|FzfQx5raQgOOxW|skv7F4NH4m00l`tj@j zy8G+hfBfgmzXG_5djfO1S*Y0dc0u1ZEJqf~cFibk8M;%aaYwf{t46J`Y;PJ1#uk0L zanC5%9pk!fImSIF0U@C6>IZtEs$1KIw>EZ-GVMkLil>!(H43p*JCAcn-!hC6-@%sW6bZHb@a1o{H+;1?s*0~(VEh#QmY^Q2kg_^NdCCdtL z-nqYT6vyuh{OU!an#<>}6&Ifa*@Z>Bwq4jYoQ;}pTC$*9mhI?{Y14e!c9!eaYEdB9 zii$||jjBOp3E#mgQUd3EZ|olI6-@Gb&C;udlI7G$jailnbPDvAcZ_ny*Ymbs)AtM_ z6c`-~vEk6FRTi>Mo=rhRI*Bf11fmwjor)fTHq+X#JM4TFeFBj&CQM);i6{mIF1I-A z77>y{3d3zsa7JLJg@|W_OA0+W$L!|?VlF^|%r~t}VFce|vI_!z;Q^IGA6{aTm&s^n z$CLusLh+n7G3n%z+eRZD1g?yYhsrxKi6{a{4rhqKY)c`}aMDS-!`a-R7f?xeiBDdj zhm;?Ni&tpK%2b1bV?$tos6tbg{86^|_HB#wT?{T}f{RPR#Vnmg+1|e|@Xr^O>!;82 z(9?X5==j%*GU@rs*Z*b~mjpFQY4kb;1|MB+)7aAMRY!=CaC=Yfu~1+qW={*Q@VGy9 z0F=I&4B;7mY70|%4OiHCbmgj!?G@zXdFPjDf%#{(1Y>@^y(%WNT)ug9Yh!c5nR-=> zt5~30=rE;C>%guU1y2Lr<7M5ssh1tQc0Ymd3iR*k6>d9dd(CuqXeJ$<8Ww?H2X7W% z%97#i*qdHgA?d2KEA{=LZ+$xgPCUZs-tvKuKKXiJ%dbGeqU4LXu2-w8rehRSxQXv2 zaRaxy;wTAx79NBD$0!P-_ibd*Z)T`FT%<7A(It7BYd_t%r4*L&7T>sU3rs(|B@2)2 z1Xhw*W!8AjkerhcW)sAjtT*tUws(4oz{ATT<%`G*5`4$t2V8l zx!rkD8=yIHt!6y-dbB1=$-umhj zLGyDoKhN`(w5Ne!v+YAsHKlc|3?5Z>__0&#TIp`+J>1r`Gzn_h?+eOk-B14z&+>`T zO@B4CAcvL6kY6Qq@N~}YZo0}T{+%Q+;{P7vY8b-uN`=CFc%@E1H};H@bzn-9+Uohk zhMYRvRdd^Ne{E5_;pJM_qG=h+^}P+Fc8A+=?kerFUcIZ=OkVq&x#M!1-S!a$9jlIB zt}N;MK3j6tuGh-OO_K!=`ZDf@Ak!9X+mTL9-}kDi#6`LtqU3`(y))c9)7+wfkJFf> zF~bcp(bzOs@Z)3Os0$9zx4ZPz_6GJ?MklT57Doj8wECFj#AuwF$aH*x?#WCqy$7S2 zej4(hV<xr)b!Pbs6J&P%6UH3wlUJKQ2?}w25+>xR zA1*ij5M*}!(2Ci!of4u<{bi=AP954vFOi!1C^tCu{Rd;=h>y+Si+y@ zmV0BGN{cok8ht&QcTISV?|3FSB!$XJs=d8~WWRxVKbmIULId=%XnL~r= literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeEventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeEventHandlerContext.class new file mode 100644 index 0000000000000000000000000000000000000000..6aaefd878c54a7ac12c7a2f11194e4c57674d06d GIT binary patch literal 568 zcma)2%T5A85UgHc!Nmvo#3LUdi^Rkj!oe7fB&dldUN{ZxfD6k^!VZMv#;@@cj0Z#D z=0_QO;R*?d>F%jcbywH#-}euI8VZD}@ZEvdJy-OkGNIeiBk6XfFk{Z|LV1B4xlh`Y z^$GVMR=}NBMovu{M9B5UM7V)aJ@>iYmmNkEgzIg_t{s^oqKZ|f#TU(@`G;jY$xN|K^H1Aa zL^jK}yb7V#+(zyO7g*fQR{S;RGB>+2{vtM>P^?d7XKdt#U8R8`IIns<>d1RPV8Z#! zSQ&pP-~7;T2l7@aZG`c)3T-|PNw&$3-QxOm8BcJ=`HJy0QpmKBXke!Sr-3YXIb*MZ TeH^qvA#%ubKg3~(qY%gcDwLm= literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyEventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyEventHandlerContext.class new file mode 100644 index 0000000000000000000000000000000000000000..5d11f73b5298ab1cc44f9b7845542aeaeec16e63 GIT binary patch literal 573 zcma)3T}uK{5IwW%YHJ_br@aLIfLxOxA|fP;1S3f3#iy%YZQb=Q>|Vv*mVQk?A$o{K z-}+I}tiFo)aA)S8J2Uspncu(f9{@Kf5pIQJyT0GIMPDi%+8sZTc25dDV*e&o*OP(W z)Pc~l|9(H_oW})t=PNBIItwBc24XC1PpH2A+#bjdqbb7WI<1$s%n*tV*Vmq->?f&3 zS7>ofFoxq4^EMJgi2;FJ#wSj4t8mmkCzRvJvW${3KXH`nmEx#sRA}}^aWwrfOe>u` zt>^o?$nP;0D1cZCv6@M^6dOGf6}{9*xT$pQ!`D?Tc_nqW2kQP7bOj>p-@ zFC(R$p?q~hr|rp_Qoa`2@l|N@bV##KW+E5IhjV*?BlZ`JXOTg!g;X6Iby#)evB@4= Vb!=m&1qx9>k>5k?hS&?S{|`ioqAvgd literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishContext.class new file mode 100644 index 0000000000000000000000000000000000000000..e94424911f50bcb491a8f3b0230bccd5ee0b9806 GIT binary patch literal 2849 zcmb_eOH&(15dLQMT7-br@)RUEn3uFXRy=~i!Z?_iSTV*9P+T}IVl5WL%C)mnnM10` zU&$poCRL%5${|JhnBU`bDm~g22(eHh$wBkz?fJUD?w%g~`Pc7%0C<9Jh9$$&kIUtv zZWK-1<$9s)nEG4Oa4R$)8umfSbo6c4FTKP7Gm&r~eT+hA2aHnFzWo4Bw?2 zTqpLHUCaf#UW=MeZd&fCzM5YZL99nB*MQ+iBtUXpc1xD6JLcOG#Y}&>bNbHAWp)|9 z{XcwI*0hz}PCZ9K9^Gnxc%$qT^&`{WcMQwsx?$U8*Kn;etvAc=W~Ef3Y>eEcMJmRA z$t1OiQ?c_0GTImheTzrc6WyXpa%`id=WP*WZWVY89Sq%tL$h$~TX|zR#)(Oa4C9S4 zxfxSGQ<>cal2GGN(8(Zkzj|eKGsGQ}S4yskvW#AaP+DlqNW~FBKZDwkA|Eb+Hhj_o z37;~|-oFYG=*9za{4<7_f3vRJ@rfkx5W_-ogeuWxfu?IR??^!Im0|D1zo;7uLi^7zc^N_X38Pi_q$HB zkA5f_66wrU*)y~VQnk!8v|X-66)^OXCxM}5ShzQ{x{Hm*lXdu4rfVD+u0c_jPO2g5 z!IBu57{I`eN&emvyDY5^W*9zRoTcMZpA^41yPTBv`c9IixTMf0|Enao^7tslORhUJ9P zww3gb(q1MD{b9LX>DWqL$GQ5bD9No(AC#nV@~n%_s7fb^eG^yO-6T$4+Vk;yl->_N zM*9T!St`VO+hSM^%)@OJ9sF)kfLpysZc03I)QIXe9H2ja>@p0{HE^vHGjCTdZc!s! zy=s9}QrlM1uDz3V@z%-*gxIlR+2&^DWZ!glMB@|Jyj(C!yM|+ly)PVT#=Y!t*9^qB z%N3_!u3G{q<)7KT;R$Bw@<)hWj7C-TDq6p!8j1?WG^?Tkk_@cn8GeiB(qkQb&#prK}<@c68A!VWNF*WT=O%=2XeZ%oY|&h$xaKHt%X}zAbbokdeP(BVlFtU0rEqwq<8M)fd1R{FTjm3V+bt5qrW9gzoy!w{~RP*49p{ z7`)@K0`d$_>Wm@0-Te2M9*5e>eOqhxLK`TZq!IS5($e_JlhS=*Rj6xsP7CP6e|TKk z%+jx|{muKzQWoATt*AJsN3+ljqprUr?N%g|Honk0w4>;a|EwPbVk?j}hFgDvg*HJF zYC7}yR9evyR*;VG?&YZcJRvM0U|>Dc@2fmL`FOnNy}aC z9v%#1RvyHQt~-c5w#ch|na-0rFIVB!{PLtXR&h)D62Cu)tIqoH;NkG2!@a`cXEun3 z@3~XVyYp2x{N%WYu|vbeJIf5KXXyXWnWX&OtRpPRtk6zJgGT)fcC)!+m`E37DOnJP zQnnIDt8lkx8OAqMSC2M_VfJO8#%@|s*Bn}tXh&xn=apKqMOmPy5bV+Fj%;5&hP{Ex z?lW{LbJR#8qMJeI2f~ghDQRWIi7Av@+W1o0LF$f?N`$UGlB&av)T*#>aR3aTuaU7> z?T@>#epUA3Qop=+L@veux0+0^1sjvZIK!~FTd8jBmNpqi&H!X_6Sq>Bz$8N^SJUl} zzOY>~%=P0gi|)_r2UQ45^B2sP1ooR=%X` zg5t`$#{GRBNPg&xsuc{QW!kabPWw;!XK^@X$pmt>+FpX=V8A|IXi?pkXa zx5*b3Fh;mKe6DV1pe literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyStartedHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyStartedHandler$1.class new file mode 100644 index 0000000000000000000000000000000000000000..939a5815e154a5398238a167db996241bc684db1 GIT binary patch literal 1458 zcmbVMTTc@~6#iygT6#e)auF|xf?7~m5FZS!B&313Nv(;kBOe*J z@wo^#Y9rNynn4u?3f--}td$YRrdVld6G&xes5?d~5xMqBstz|&tK!mm@EJb+f5K9| z9*?@Xby@P#O24|-ge=+rvzT1mfwf6voMG6j*6Q2U@(#nusQ`Ig#bgE(m}1B+`nvrg z5VlE%`M%vnFi_NzPdL$lvv82Lp++(!-C%e-5c-!5w$#U`P7O1R_bYoL3~zA5N$0eW z5_F4>CCm~qu$C1P^mr_-w8pS8$U?_urSX7as&Ibjy_H^Km^gFTt1ZKjsmZ45-aoB- zSvLgPRkY88JswKFABego45Jm=uxh8hFTz-p_mmQ0Ip9$w=txF)lpp9wswVY&pc@R? zn(l=vn}>yBq`vwQrdL)G{PDUV~BvD{|RR8bcjD9AROF+1%&RAG%F-6 z5NE`PmQRrTLIT4o(R@!ye1yKnaRsB~Y#pA`iw%+dis{e99k@hOUHi$d?=b!p>SY&EtiT8D?(EDw^W5j&*?ULd|M2a1 z0B+$khPM?hy=551v{F=clcx(tSxv92in&Yo4MkrospWLuEGwp3d^%^hgJ2Bl@#VYr zu$v2;%AS%gDS9!zxVotp%*@2$R}8XuSP*`Oz__Ms<^)66z~M=Q4;k7AmMbe|M7wXn zC>PV4s<~QLG@YjvT{ld{)C_vg8D?&`RLU>}9UDRjGhEs-%#x<3H}|&Fnr^CPT`8rr zx>=_AT7d@U{Je`}FWyqZ>dM1J% zTxdlcy$m;-;qB%b#3hFFjcs5UZ;G=UnHVPUno#z2hWpJhtVmd4b(aE@Z@8rGXIN~C z+p(CIpl`O~4ZOvWX@;(cUJ!!}-A8a|xYZPG4>pk;!m!YEgu!oaXq@3%Q-F>Rv@yd) z)pR}_4Ce+04{r^I$iQH2&ojhnO1@#ZGfWUdGpc!lh2h?b0LE)PC&;)sKbq;}z)6UT zFW>x05L`?JT5z1mj!aI3aFd~@PGXPq877;Q$OAyS%%2Rw#hu93sq9&cVX8TiJoBv# zvv48^7g-^6*M^lgJrT^HH@A!xxibc(uP0_^!O3Wpu8mz&(^Z}pU7EgYWx`CuZT0t` zzM#vfV-_DDsSH@5%$}KOOs4<;rE$vP%4$ia$O+iuMQ|50ZMckg7zPj9PD$O#<#lO& z-V7p3S%yM;W^rk8WjULheLugFe=wW7GkYh3d5nc|4+{)!4x->2M2>0>mjxo{J!r)u zenGpYV0(bFU-R3!;yqfizhG?dlvGi+FeEC=9pz4j3k`#4Md!-8%JAU{Je!<2E}CA= zp<@m8s8wgeGgjp_ZB?4nI~uw7A3C`@QLsiOR#kf9X2LWQx}lF)UFOprHKAxJQKP2p z8Z{+q)Ra@-rEFcwDcAOLgszsT31ht}kU6{1rElXeDI3*Sh7tVAF7tjJ!EMZhDJQ;9 zG3NG8<)gx2H0Kz5VkJzDi;9Mu{PPp6c-p&M?Ap~fB(X-dO~deTym;uO;TD3Sx3R#L z`2Xl6MxWLO_~O)K*`>lM1hW=_f>jZ-TU3bEN*9K?ro7`WqFhnKkZlU8vQ?ZN=fUc% zY=Qf#sjMlcLZ1w2d(TIwS4mu$xPXC?J<=0Rv_|P^?FwUe4)(8xrI-{x*bhsxxP*dM zTMD(*?y}ua!=#YUdF_iG>?cE^gMFDLrBP{&ez!ZK0om6h-8k5P`DMT#^2;svdgZPj zY4rS9MDFehMg39HIU1XL`D}`YNOJsMkKAJo2-AQ-l<-CGCzak_`NHApz18U#Y5FD4 zbn11cUtBs{qZ20kLOuRaKn^Y?_gT1mwf+9)j)Qa(h*X`Nah zP)ou#_URrVDO#;Ioj0p}x~GrMP1Qcb)fcAu0R##CLqb`jQ4-zzhoWsS(3$)%&LxMQ zqdWNxE*{|WbM(>EzyXrak^0(N^&`4Q;U|oCbl@Bv$@|eq&wr)&=WQ&cF-k2$wfHlK ze+VDbyC7{F%YaTYbj+cVrg!9Iv?TwH?yu-Uf>=k`3I{u44{)$;Mc#H<)`_dQ)&Q{2 z3wYKd+X(Py9>D9k;Q&rKLPdt686gyj)K?Qk5Dmb_wMB?jMTp=gIjSPU&%Gjy(;s5C zFX}}|c{%qT$$7%Vc@k4cbFOou&Dq9n#Cf>NdD_dFDiDeQ5kKp+l=%F`$Z>r`!~esa z5AVIe{eQy$)uV5)B+T&PZ*-;Q@hCG%nf5)(bhcw#u z_noS#vo!x>`n5|mOl*frOg$oMEf%$+LoJ>hiavgU-wX}^2fsa%+p?S6b;QW^BBpI_ z@hZ1?m0R4!?Oi;h(L&Vs=)UhfAIXyvVgm_NLPGV`C7dD&r|W3Osx*a!>qLfJ?2uKzdkkL|CU)tLy)1r@Cy&86p5hOWk>D8R_#?-kIKmtOjv&Vsjxmld yE_z?%xXN*j<2uI;jvrP$IE0(1k`iiFapSTr+;4j?lQPnTp33(2mt_rlP( z{4G8>KI)8&jt@?zkN#1P=aLPCkUFA1CoRdHP{OxxD&+#e4GWVS0AgDUL z>iSYR-Q8%}u52FhQ|{Eb zUv<7XIC9Ifuy*rk^ETdIpAw_bS`;Fu1qQ3zPZDv47yl7Bi3CGp)$={M#_)BvgE|H8 z`PD*C>KCFpMAMURoMNe{G;E7i=)i~+ncZXf>i@uA&E?h#yKU_Y3ish=5LTTdS004i z^M%8GKagB{0j;+Jxph*jk$QdMiC?PdFc~I~16lKY=jgQVc=Sm_pVyp{uc8%RStK#Q zFkC)#%g534FL}u8E*Ub+bOsRx*AZ?c+3cPP3uyy`uo-j_Ws!~{hFDhJ>KHN5hfxOm z=5rG!##7LcVOYAo{3eEQPd$H+AsJ=#bw3et6ZbKt4Buyn%R^5vtn_sEPs)Nc)~l}E zRx&dTWoK{3#n4X{?KEL{N=CiX_ivMnD)(PJyT}^`gZxKz+s!f3gu%?tUL_dAvs+Va z`|3nVZ$?S?xhr{vOHOiW_0t%2BTWrV4Pao$bbjWkU7l8zMTYO2jf|mDXH5<9O-fUQGNy}@mX6%F&%V_zyJz(`^3|rG<>X%Q@c`~CdHydxiOT=~EN^PfG zhP2lSFB8`dtABg^`m3u;)4H>L_X@%=G|Qql1J>Z%9};QBc8PMJU7HNWp31!|mwGon zlBB=Ypchnwrs8d+9{lE=(IoYdH3Cg^-$3su;qr>TL+{>%G~23($>t@kH7s=9QQeYV>+T8SwAPU#q#{|Lk$s%zsX6=3uedvJ z57U_Y1!K9nb4=vs&oP->ILCvZE|6c*I6_QJ3{%S*p>Y%$j8SJ8#yZ{QT3C39Y1$EL z#8s_Y4An~UiA8)2d_s1EF|-0{jX)ZY@R+C->C&M)Msr{8XH5J^3k`~gie0f$e$AFa z;@X`0rZlfHOyXgM+mD`ByOr4l~CQ=0K%3D5A+KA6BVKHi5dFfFhmP!KQ$Rt1Ix?g`u%^ap~Jz$1aj R0y6?xftA*38rj`R)HyH)x3-;tcQ+e*Vklf+sGj@0y(c@Sx^+^; z;2ekLkY%tEUkvJYX;n4#YDn6Q|Df%Qp$;KfpfZrytf??zF%z)QR^iVEBzGUbU#T5fZD zayX7yX%wy5_9$}L8n5sTI!~6JOqo}*8*|P~*)C>_{QfAaSUcmxhvQEccXE?2Y!r<@ zaI28DS1N4$*|H~*MWe*K8w|CxcmLNwQhIjU5Edtv>m-9gV}5qC=}CL z-G-wzxZ5`j`KH%X)1_fpdO4t(+n04U^t49}d-S`B46DaqUx-lbOC!TSV1;Hd2s?7y z^U3An(Vy2R>{(Pc%*1U3i?;|lWN?)v4jb2qTU3TT@#}QvISB>2Bs2wPaD#Ll%UB`4 yO|P?La;}9;9rJaZtK&Qz;#jDohzl(+jf=R{LSEyt#ubf{hBc*&8fA@~#?nuErAfa4 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallContext.class new file mode 100644 index 0000000000000000000000000000000000000000..74eb555da79d6d9153cfe6f3e173f74c8a45d495 GIT binary patch literal 4866 zcmcIm-A^3X760AYuVGnWc40B#uXUCZSRe}+_rri&+p*(y0H=mR6Ph-|?syq?nIU^; zsV!BNAKIwTtrWF=snkkMAN<(4R}IUN#j@QniVqCkY0|!y4^hnAi}ozY1%Mg~GK{Tg)%pjcRe%aJCz|Y008)S+=7) zrcLmw?W{KI^#y^^w_P7Hc%EQbk2d;6lxI>ZVoPJ=iOnbX*NfuNO-eCs3MY znLw{Vw!CAMYrd7Y^oG7?5Tn4W!7O;E8j|ygjTAJbljuW6Aj;WRF(9Ba#2HmFC=eNE zz66Gnh+zlvD-lTYVQUxkOK zztUgIOTHj#l8W)$0x3@HXvKJ-H|vhTf5yL*#+R!wgmOaRg&OAj=`~ficuE1aey0d8 z=#vgAg)8_br(n_TAYLg6Ts^!t{^Kz2cDN-mm1{SOL+o&8$Cku|itkb{Xg?mNbzs+w zqNkbEm38N~UUuxpqXe!CoY~WBhDY8sogIRtqtjC;@Y`So`C3*CXUDF150|9wY}cCm zAw4pXoeshENBc$y`&NLzmCctT;P$v?ItDepn|M8m8@SaM$8CY11s(mGFJs#)-w-=< zCqwf@i4Jf_mz2SZ;r4$b1f~R!J%N=J-o$betGGw6)$yg6!1t55k9+)v5O=&`NcVCG zQXMzmZ|ZeArfe|!!|c67&gc!}7W16=u(gCzcpLBV!?s0ls_pFXqZoX+e8!WX8ow{6 zm;Kk6%0{o~j!sQo**l0(wiI3jFAxwlqCYeln<1z&E5t9JKb}u2LyG%7f1Fgb-lU?o zQU0U$5xG0*{-wp;RpwG(e4q|Je>|tmh#Rw+xTcIKGm(s{MMt7Tf}mb4Hj>OJYJ|U; zIB_J1Lw)hbcvS7ul6Skb3`^Yk{Da8dZmr*wa!DF@ItDkn5Runv^Z=Zt(ZVtJjFNR=N|WZi>+K0qpli*nTJDri zPqKI8`j$=0SZ(fY8;y0I3%PXdvR>cN8z$pEarCI()&SUHpl8j|%e57K-xo`++091T zxNWlHVPD5ah-caj+jgYW(D%JwDKSgkJxV!<)0*L#k6@chJx+U)_6!ev0a~|9qq&ac z_6b(-lOy~z!UgzQM=#;@mLh`p3HuGn#Au(M%=CPM{^?AX*5PR83~hyvF;bX(it~l3 zr^pqipCVrvjy}cM-&|7-T1UvWesb#!t><{aL>6N-H%<{v(*Jo+IbOv$VPwV+iXjd~ zacL~aH+q^UP72)%r3((xhB+VXH&uqadN8kPOrSt2IF2Iyr}9Cp@OPa5D*+1FKTaIT zH})mvG5Ed&)0)O)sG{6aMFYnuV(-!v__Uwdphx+min1Y!yr^I6IKVUoHWL!!*inUp zAqqP~oNa}eKbk9XqVQa(u$!ObguR?xZsjCs+099qaCjc(TX_g7aq|$Sq%(FJoT#k0 zP99K6aJ}b3>ish)Z%*QpD_Qh;0`t#pG<*HuJ#$rC4Tgk=}KAd08#x#|XE@B$H8ZEdXJj0R~ zLX)&mJ4tnS_mJ*ut#h1r8x1hXs_DzomuC&1;x5n*-@7$~A-6{GbmIH_OR7=6%Zse- z8Qxkvt6kh-t^YzI@)42@68XJDdj1*KTFBTltP}EtmZBt}(5)6WZxd5IgJRiWv2p>Ddqit_{5KpN8#Q=HR*VpG>CH9Xjw`yh+@8ZYgDOW&( z8x>!S2o7jfVBx2<|B9&Z(W&cOh?KBhLb-$r4BGLagerEnAS6ueZsDTDxI|4NB~h2S zATc0uNn%i9R3agvN=!%;Bqk-MB&H>b5;OF?NX$uGmYA2gBC+X;zw54Vy6ZKGJv=0D LRPyEx`o8yn@!xs$ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureContext.class new file mode 100644 index 0000000000000000000000000000000000000000..dd5c6252553c68de3d4b22f93e771fa2ba6e085d GIT binary patch literal 5523 zcmc&&>u(g-760AY*Lb~#@nVB*5)1~DePGrYNQiA{fkIhooD{pzgg!D}54(fcJI>y* z1AU}!8|8cZA$@#orM4eX)k=j#iIh_Ep;G^*s_E~}%d_=CNQ&GsaH05>NWqEw%CL~a@KCx?gfF(++62` z1-EH8sxuLksPkNEEj`_5=C*%-v00U2sf)Fy^NzVxw`TIU1m62HRG2LkE19m4aDJHKA9&j=jbj*BdwRRW3TdZWCoBO`EV#c}I)qjYa$ zwPZ7}&4yVol^e>{(yqu9_6Q7CYF1?>IOTP-X|7si6nH7@8bAJFKL+v2-^##1e;Rv{ z6^N_2=ok>t6{LKxW4}O;+w!`OA%R#ayt^`E zQ1z#QX}{Mx@Jk9q)gB z8QMQ*$9WzLRNd-nR>0R8dKHjk%hp|Uz3vK;&OMLdXH!3dvO~5f%#S)cTd}#*Rjuw6NfvUu7$N$rMm~WO6|PJ>-Z)+ zTW5yajSXkTD*2~zt>yi9Sl3H| z%dpg-zsoy@ znoSzoh&CC^>PCDdJ|qb3F%l!`tft4*Z!$@a6ghORJzUdI|B#I9y+-DGkFj6vy!P4q zvFp9Y0e`oL^&3NB2_CJ-7*wU(aoBLYF zcF2249`4ql^U^T-Dacc%L(CfcNNl+(kUn4xKK)DbsEQ)T{`tsu9o1nYJ|&ne%#B|E z(`G__+6WxEa^I?~yO!#*5nE2KusRO%vgO*VR=KfZOPk*T7dv-tUQ`$CYQy_L;&sEX zV~b7-l>@NTV~T%ctAY1Rc`w#-E~0Uf@@Y*ZkTJqw)BFt-mF+x zZ6$a(kZ~(QGvkuuxYBK!Ykp&vIK}Z2rw@`yAgiv+gnz^$Npekd&8oX{h}P@TcqQh( z9~0JaZwo(fzaf5K2JgFDXa;fK0T9DaDCMt|ljJ&G%=UeReG}P1K8NGk18PZRhq)9! z#0!PuBa9YKJi=IE;t|FR!|_MR6^0X!Q2e{6%TM_{q`nDI;yOt!Pa%gXOyD&Cox!W5 zze}DA{%JVDH|lRXuv|gPUd^K^D^=ZN4Gj%?6_Ga ziXXA?X3x>vZT6iz-F9wxv*+BX&Cw2>X*)D5#B*qrkZvc=ww)N>>^X7g&AfCn*;QFS zU@57x%ztrNegf@{;)#jj_;BJwTvSo=5AZ82->$HHyTbDA3d^fcYp=rc?F!3xRoK_M zvTQfiX7u0^E>j7mzeVkJu5*LQ_`AP@u8NLuB7nzk3?@?nJU%~|G;|_8WXes)i5US_ zoK6%16CdM>Z{jAUrjW?=_V)Ghu&eEKImhmxYI#JR#oriz<4Pod#gB0l==jL5^pS{4 z7wUQ!81ZW+qUuLwN*H~N@6H}HMr(w}{*6@Z&qynf?~B~EjXun4y_OSQ_+6|@j3I0Ap)gvlxiI0WwapL14JV!hi!i&U?zMdF;qs}j=^GZM2B=OvcBjWzGN;61NO+{Z7eoKEFlYx15Pf!%O}cGi3$&yypP~milnptOf2Z3k?k|w?NuQX%ROv>6=bbKbQXbUSS#`}W|G00QHQUeCo zqxevzyApZrdkk+!Nzvs+?s9LGxb$(4PazEzcwurnPFQi2lzE9g-SYSjFJ;P(mnF;{ zjZYtqKRMiUCSTYn8Gq!Cn=RZdvGHdoKS>k2g?vVR}lRP4ZbD^B)vK3OBP%x zhGBIkLTclPw9 z2t{978UB{$9-BC9$wL)T*X{Y8H-FS~=+%%-2?NVAs}yyqz-j}T8rEu9ui+fd6T+)u0~Z=#5ia6V1BD2i5w;@aruK4# JVgx6`_D}alFPQ)U literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..817ca776269a7cc5e59539248a267f801243a9c5 GIT binary patch literal 998 zcmcIiO>Yx15Pf!%O}cGi3$&yypP~milnp_g0tgg=8WcW6flIhJi3v_NwzT#};TG{z zI8^)u!~sRgjUR=W&4&;LA@zW?p63~lXJ-B0_a9%s0l0@N47Y^}d&YD^(UIEOuw`Ny zzLUZwgztrJM=}my8531S6dla{JQzdJ6$24QLU+RF&8}>@JTeU4{0f7*UO!3Ys?kmk zU8UYLE>b!j!z4~=X~XnL=|nhXbmd0bkwS^X89w9=#K?DMeseh8#R(uuC3C9v28bdWizzMOy2eoE6&4 zEypF=bL`+UVU?mj6ouIhX+i`wY~V}-%;GH0HBhkFwAix9&Fp!LqJ?L% F{S(lfA&vk5 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultContext.class new file mode 100644 index 0000000000000000000000000000000000000000..c0199d7ba0bf6a160c897c55951ce983bdec2f2b GIT binary patch literal 5621 zcmd5<%~KrL5&yl}uVGnWSUvHgV!%87%|L4&FCQ zqcXDOXClEfooY-d)Qsnx*W{ z!Cuy+qc4~AVm4Re!;ofP#?UO#k>57*yWTEu>ScY;AVz^J{#dyg5^#P)>j`LRjiUug zfiRz(igp2&A&!EIPJz%M^Tp5=M;P4#$rlqLfdtMsK*0rpI16*u=C%^(b;*|m`c6rP zsRY__nRTQ%SZBzb1Uk{r0^g#k+WvQe_n<+FS}KJ z4Uf3|)i{;QYXS*Au>LLMflhal5Z!}cL+^`q5jc5}! z+dXsGJSjMIB^vd8fKINruO-^9c% zNMqD^zoHlE3_JXxISTDNWP@Hd=9%Zzsh}#9z>n}APX#&+B$mC+6NUfQ_ZUyVr@bqw zb9FF+&kE3C=QA;c|Xq_y3|BDYp3ys=2SKh%|wJyI7ht{BVvmTGT z$JOOvuWRS&3z?*(BD2LB8i&Tk)Hthnbx;USclj!6|~t=#RuotGgRHq*8!-!fKP&ywY~GagE$UJ_z(k`?#LlB ze|C&`Nbg=!*oNCUhu3fccgV!M7{Dw>Fo$uXKO&yn?lu@ED*q-tmlbRbfCee458_lch<;%wh$jiV=F@CR$*7yIYYdS@V`Ebj zZ8l%clbh5QxQKgrFM9guNwZ3NGN0qSKrKdYiT4DQxZsJ+bK(ir0XL#G(s1!9-kLtI zUD_tN@1KZ;K0%y8BENS;Pd~*wRb=2PHmXRbCXsRJPe`uxD#qQIvp$5M(OZFypVRtlqCTMWENmc@!*&j44m;ST6~!F(P}+cyu&}>@eu)u@ z_azb%Wr<#ic8SXposvIYkr5Y^t}FmB6&QS literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..c2f1912df7f794657bb4ac3e7d5a3ac8543d5373 GIT binary patch literal 1028 zcmcIiO>Yx15Pf!%O}cGi3$&yypP~milnuF|00Kpz289o`g-f_Ni3v_NwzT#}xe@VG zI8^)u!~sRgjUR=WO;RBWLZTAVdfs?Eo|*M~-@bqO3gAAjG29g@>>1MuMMr99!2_1TG}u@QaTY%8C|(mKiRy(@cut`ytjKi(krc8<-wmP*r}Vi z6LzI*#zJWu3ayQsO>D#GNfe1@Bx%qae@ini&7`cg^A^Lb~SZct) zdK4e3bXOv;eTU)AcvSRxk^4Ltk9_)gz-N$#3cN5qnv7U+JSy`Nd%6+uEndo$y&y}N z+nXFcoP6|n;7vcX@o4gadw#ZXy~HM;y!>?J5%auVW~iKk-i3VVM`-R9IUw0B7(ZRT zW4SOa&o#W8YM5dD@lduBCsXk*dfx6ihNT15(KCHBZ0{!|sJ^V}fwGE-dGwPkhMkkA zFGVc+(#iOjH2=UPaZ5f?5p~^M+G0cLR?7aAy7tXphYF%jcbywH#-}euI8VZD}@Z6!+eOL6QGJ)ICW9jy!FcZ%2LUnyPc3-vj z>r?JOtbjYMjGUP?h>#nIsc?Ov`tDPEAUljE2-n+;T{|*G$Tx@D_?~hfr4e0WM3rET zrU}+;#ew1g0u33TdGW8zRriumibBV+3fA&PVWwAz!irU<#TP~4{KK-HWTsfA`KN6y zLYw7V-3p=B+(zyO7g*fQR{S;RGB>+2{vtM>P^`~nXJX`rU8SKRI4^oK?#O%3XTtgO zL>X@+-@L$U`|?&PZG`c(3T!?ONw&$3-QxOm8BcJ=`HJy0QpmKBXke!Sr-3YXIb*MZ TeH^qv0dmN5KfqytqX5VMfXkoW literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorContext.class new file mode 100644 index 0000000000000000000000000000000000000000..83eaaa5fbe253c6a448fa2f8af2deefb769a5b00 GIT binary patch literal 5428 zcmcgv|5F>+5&yi?w?hbX$bk8h02bg#0xXQ}#0KNWc5p2hNMZpl%|-;G*UYME zUl;f=J>S@2$*!5z(oBFPXg`~fO9%hV{L#PPsFh@Z)y#^(&%cTNuVu5>p9912yj3gZ zHVk{Mrkhon)2mg>cG4kpiX>Ab}TKpkP2C&US9;l}f&tz>q6G zD=>6SzGo8X#4y_!;kcdPa3s);bG+cC1bW1#4?p;2-`Y_HCDbU_`%GO837B_|MZhp4SDgLp4rkp4xDNQ!-LC z?(5qXTZs1b^BRBlhzCfHIn{v}xFfh-|0}wB-nWt0xPt5FYh*it8C>H~-E?}Jdsqb) zxnP4Y&$QEqXT|tXqlF!C2Qxdsw9_7EMMlLOwX4Q;XjXTuvXOIlquaBf+qdPT7zSkbbyudH~K)>}C(7@?!&F~hJ^n7}q(!8!qifPes zF0FjiOUPA^VJU$(aW9T#yhXR|(Wg0vx8wLe-r|dow4*gca;ZU(>8SC+wqBvcb@}6Q z5YKlBj9xS5Sm)S_xxOfYAK`tzn02~kN~iknxHQBCPnCPPV83-^V41W~87NMAgus3HC)qoffd4VC5=)_nTA zXjqMFt#@0rPUi1?@k!`ztJdYNcDN3$+i$^+itskqnS?nTb1 z6q>%Un$X(roj%yMAwEUo-ev@iAKNvJ3^`yL!VWD-!h=wG)=z6~PyZC9hn7;LTYWaL z4+nM6fY&~q5;_#E?tdT?{2z$G*|`TsVcRyidj>2yU#7C?r`M8gZW{UOjwwxg+TLh9 ziUnGh%u?0)KZaftZjrXnn^j|RdvndGE%Q^DPrFsnsXf;phxQ=nMOQa@Cf0@WaZCfCrb15ShDRioSsN_ z(byYKp5ZBy?4>FD1TSRA_Ar;eI2H|CF30J|x=Fde3Ee|r3I&3I) zgdxV*fk{fd8+t#Y(Zhy@0}Q!YpK8i_2SxW%fQ#wF21f!6HoJH^(8cUwL!-wUdbw_B z_;Aq0v5Q{`Turt!-_z*=zN9U!m^6wcN*h(U+oclugo?{Ty!qjTpI= z-WO2mf?sZ)6ThOm;(nAT3xkiba;;w*Tqip9Z^S}>M4U+yzkeVfeT;YNO!_h2tut9y z?GYJMz#jBN`4VTK#Gp`H5?@ldTv`!s7Q0DNrEsp|2aZ>H539g?_#yqqLH<3>+$Brd zu|FUZel+$kD8EG{^k{4!$^wHPr|&bYIYLHDe9Fg<5*Wd!;b$}|u<;?yza;5>%35g^p*+^}F!R_z znPyb-*hF;|Lc+qhFmD-u^FrX^-1-gE2}obgR(d`&{)BZ8$8tOfdR{~wL;`KbT^ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorHandler.class new file mode 100644 index 0000000000000000000000000000000000000000..25dacbf6f1dc949159ed8cd148bb6f444981ffb7 GIT binary patch literal 1053 zcmcIi%We}f6g_s5Njhy|3bdpxPtgS|%7knKRZ&&cpzsha-Gq&knBZh;OJh%zWrX+= z78Rd>SfD7`@ll97c?eMuiz1})J@)mr?-`%-?faLn03P8M!;Vm4*O+!F+EP0kHcc$U zw^F!-@SV`DNXFrjG10MzR7*Hz^nM(h_+Yw~2V)32q9?*g=yv#`(UDD;M~1!GUGNdL?14{!K zSeNpBm99!OYdv6iGaM9sUgSOxh6A5I9`FgIsRA#IPe%h*91hC7#GbANe1n%VWiQAQ z<_<=uyQ7aD54`bbHXMxJbI;EfZkO2Tlb0V4Jn{fYlQSBzpW)HioUU zyDvp7PNb9ZFJ=CrN#dq_q9W?LK09;#+kGCr9#_5qk6}1;Xnz zmN_jJXfll)H)zhWft!STl=bO?#X2%oELE{w#RXg>L{P;FF4e&-F5^la1&dXSHH+LN MUbQG%coyqF0Hh%}!T89`ouCrQHkL8L5ZgF0wgDO2p@=}iY16ed$cv?w(XP$W z($J=D+JvS}Z+bVOHBGO?v>1n`aY@@B@(1h1RVZW=N|tMeo=6vpJaL*U#tgOjLWbuO{mFhYwx6G-v4LDc=R>pf z9gXU|s46-2A}>l{46lrwQD&7yPSLW7=O@naw9zv%RWNd@c0N&>su*fPOQ@Q`i<**4 z9ON1=DhAJ_%A|Tn)+|v^Uk^jDS_la)hR%l|*Dh_P{zz_bNkyFDbgYizxRx$tRMPK|c;UsKwX^SuA7|J$QYdB&RT@IZ((? z7j)I&CHn^O1fKMx8QU11S#w}W_!L9axgrscrg-jj)C%^OM6ffw9eV^XdgvY1S#WQ? zkw-j*m=D_#XCS<)1uAuwD4~@hz_m<;{r0TQek8{ZwENM91VcR%WkE_tWO$S~W$=@7 zO8CgY@5^_PTi_6X1iMnyXDl)@cHci(Y?c!C{QqO4v^^0U&-k$y-GoX?I?Z)Gn&n0` zJ*nm@4ir6_o~C0V79Y1=FEOHAyg*RUi+#eQ2;3joqsrTSjv;L6C&kas&}m2qVeW!? zOq>c}KL-5h#~?$lyH#F_4T82XFuf1>r;F6E+Nsy+{~lkZJ43 z1ynL@jKx>uYycw|_2V$c7;~^s8XDwRLGM0vD@e?^B_mWHM#IZmPlZ zlrYE-@guSP$8?z5M}dHT89$-i$J|{qBjabH{1N4@`1l1K3bqd=2KjW6r$y~b@gms- z=x{$qbz!r9K{F<~PNi|CnNE=$l|TYuoAt@UOfJ(*MOO0!Z=TV`uu5bMkvq6^#E1|i zQq6)^j));*7zzzK^0Q8=>mB03!~+a$iu%v1;;Vz+GCLXO zmo9htmM;4on;h0pcKRH_(8@dYi{YTvh*@%Zru@;Xj!jFKJLRw|?C5ZGu>D@yapx_M zOLhib!;L}r=0I2ud%_Oc*&%g!Xv7heht~zYn`w5ZC+MTrKim`yP}@M?>!@8%ZBUFK z4FyBghG~^dB5Zca8-g3}T=z5z$vYqAvZB4>vZ8+NSdN6M7!X$+q+e3!wmJ|}fs8cK zZw1E=tG@Ez#e4UfvJwdkbTkY9r1Z`XH}e)obm{F=lvZvzIzwq_o+q_gRaYrL>t8A6 zY3%^r7YOJnq?O!pg|axBaZEfI){m$fADhWf@S@!lt)^8j;_o8bkTR6?)TlCTFY~6< ztY%&vQNfke=x%2qr|3GTixOX|FjGwP1FB%?TL~U=cbnJoRZ<6c5^lLk>k_pQ0c7-k zn>^V=ZIIf{qMWbllW8tp(@^ic5giT)q7I1rG=aAP=!oH*$)uS` z5h0t2cne{t$v95C>7>~o(s+Y|y2NIzXGkD9EhJgke`p&d9~)^6cUe-5y84`5Ztors z>y}x!mv#GE+ZNG7V)<|3+3rBZzlb4*t9UWuZ*wjp>BJsSquX`4%S|1wNWj&(i02uW z@ac%Wh!@=ScA{Hubi1t??nR6{(d}(?OIC-+>hLwXgEIBZ;rioOagAs#;w1;VT#c@G zNObypeVP8K6U$PsVE#}+X8F3IDhT?5mQmvIFFaxMvbB@j?DmxL1% z^5%cPgaWWk_NbV`YD{r$h;G=pOtz|+SBsSCB*Jw)zsCp_Cl&M7uk>DVrtWF?^xip17*EF6W)G*pb7W<>e`v!iX! zd3-U|=4!PaB-Q4g$Cp!W9`h;aTRtwthb_JpL@}G!Kg>BsrSQRi3aqct3L)2~#())k2sO82Ct0eFO$>+#wOerl{L-GstiPx3KtJ1eVgA_=v_Gcpv|y z7WfzaF46a|==W~`cF2}@JuTK+B&YLUV~;E8sR$TDa+kNb<8oDVUR8EQ)kI)3 zgqNg}W|_gx%#;)8LpY8QA`Bt(R%(W|;(xe5#}L=Tm)w=_h0idZnJLyi<4U#f9P7EE zM4gu#CvF6)oX2me_Y8B(bjeiF^J~toFcqImr5&!6XFAzvr{tMZ({;&ft@m$8A3ss} z5ezUy3#ESv8)&&i%UZb2H^Qte`Q5($!Prn?}dVF#m7S7zU34>%#DDZa96i)o9t& z_f|kyK)}H2q~Di;l%>=50>f(iU?gshT5&7cK8RaU`$!-~`yhJw!5(cNELvIiG#0fE zKZZk5D`~$-BtzrTR48R-!`Z&WPhon9wY|uK8>Y_Hi@DxQMK9|=n%=o!dKn(~+)NS7 zQm`|nXNaAQIm2*wF?8mC^WC1%^L0bBoToj(kScmr?v^9HfRA;|1OuTL?BO9WiT2e~_tej2p=HI8q{pI7x%(Cym_!EOY^puNZD)b4p@JOdh+D*i97a!b7&%gQgOC|x7$;X7_sKa$ z)+FxWE`_p)&yn>3=`GCTA@MwUP7vnG7VHA97I3YA>$pK2lLg$w)E1aV8q-^dYFd@J RrO~Gm*67!`t&!1~`3?VEq{9FJ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..0189c61a0e928f2f241933a4be40f3183e5c56ef GIT binary patch literal 7858 zcmb_giGLHv75+w+wX!UXEWltJ5)uTlWybD}~9@B8`>`fK~m>`KV8j3LB7YiH)o%$s+= zH}lGWPrV3W75*)7t)7Sso919dA2iZgD-ts^Mr6RyvpKdYGj1d!YolxB+&W``bDc@k zGP*`N)*u9~ntuEB#y}!%#Mj$6ovjrDo{mI1kzFltSyRtGeN>Mm_4Ht*KbuLU2iqq@ znzsuq>M=8ek$pyXZ$?j~t%#mZn^`@ZFxl@jvwgW_vRyz^tVH8pcm*yRHnYh@I>${zXY`c8g(ZY-+Plw)Wy=!ghaWS1s74JB zH>7Oj;Q@hVO+Dp~r$qEzGTTYAvzc5hYi4@&%&?JZZ{F@lC4xSGN#ZarMCT?v=BXChNjTK7GoeuaZ+;{76{Z08re;m&J1nD z*r*iNnba-v6fUMp!P=YiBxGzHk&QOokBhO;hl_9tHR_0c;t~yu1ZME4{zPgdY4lOg z0<)W%%gK2$mQ*8z%LM$z)IkVCgloLuR~NPsfvn73wj~;oL}>2vQ`L2^+T_ z95Ko)-(9r6AjU}?bn3}ue`5pe2n(j&GcZcz%|8$p2f1xV00EqM4dqAVPaXL^%Q*%@xP`X@0w;$_qgAY+`V6@K|7Gs`(;9`$)b52iEXl0#g7Zq~0K+h|%IFHmV_hh&^D4z$ifhNS%&N-xxJBnLvua;!Zv zHwrv_L2hCPrUMbn$RzY+;*iQ-5hEQlF})rwV~Kh zA{n>2O&l^Zw4a*Yc{Y3WLkDT}NL9z=x2KC+zcM zDVE6iNcV7Cv|~D+nahsk$kMVY>}pE!NXxNpRvMbXl~W)%D|rHsG(|U*hJ2^ml(lCn zWu_x3!?Ngc5vOA8wTGc8qG3@m%m=gbf-6*ic?(jmSFQ*X=z7DIR48OiNgAjIO4=Lk z>)*Pzud_?whEmSYz1S{BOEVwE{wm~fz%FN`M(ki9a5c-B^8BAwGkzSxJA6d>PTEHK z{RR1LPUZ#^>8=AYV?>qS8+jGDh31?c%9#6m6PCq5wmxCdvhz!L&1j0|OULtaBIz-Q z@g5)EjrR&1zEJC#hO=ocLl$@Mm+|NW%pR6uq?Za*WfQd6tezTSa$}~ecI;Q$t3XGo z&dhsl2fYteHaF1#L~klfcRnTR#s1HGD{5)ddMv!-oYH>?sZHp*?!qOdm{{ zIctx=;wg=KW1c;xO2tZ>yv(-Q3A-)NN}C;7+8oWaO^hsUQd3@hjNx%qPv#8fl{HPx zyDvm>e%yyo_;3&IXWlBV*SgZVRJ(=;1eQ!AHo4N0uJtLpR!rTD>}!jhIK#C-cbR%_ z(vedIg<|>n@fkem!>93C+MOPYG46(Vfti$cLor%+GOLCrY&IKCjug)h=;i+IuSC4t5wz}6wk zKi;no7}k$XatZ)}SBni|!iC~ZyNOJ|TAG+A zOxi~l-(n_AtG&e+aA&sY_VNN=^x-S`Dy1?`7qu5qHiej=-gX9ZY4x07Mbs8j#3)KP zbW9Pbi#)KSsFrc;Vs-m!#Z8dj->3*<yJXwcY?{HNw1XtJwO2-avJOd!AV8XV0a2+{t|sCVMkfug1YKb3;{Nmc-fp@~su@ z&o1;A1m>_met5Y&RuQ0jiU2Ma8)gOSxM1#bZ(yE6S>OHgeG)|jplohdK3uePPHx%vEg_R3ttZ|F>Rxij0@q8_>= z$Z8vA5!|>XmzHHxG(DQI61=>xJ@azQ$ljkAOsf}X;;|nUX7=#SxG$I5Yh<=cE0&jZ zGo~lE>%2B|>;OZhcnhz$6AqZc+iz^RS08b<)jQj^mm$UEb#=mp0A38{E4Fhw$exEw*;%kFtasS%Wqhm!0d3#bC?@$eGc_cao&YL z^BW{>e(Xmri~BlW92$|uUkG1l<3Ix;@^8LFtL#Y%UHB`ZGh94clAyi;NydEkB^gm7 zsFWKQRNis~!Jumlm!3qEz|JwW_J&(pPoT{v<8NG50WqgQ4@iTDw9H}KsA!8|iNjrl z=xL~^3_pvxPqJgPAw>$ZAW8Sz3mnpm1uo>3w+y2CQbeQEAgZNi^N1FeQY5C`yu9pY zMaA@+`Kn2ANfCEbcT&@J#hQK|uANG_k|!IRt;@QCF6#=qtaEf(ETl4et-@8fn#km# zS2%iIu)s~ddZikAl!|4yUMluDuCdRSigm+P?c>&K3oN%%0a95ta;w~P3SD6Blc&~J zUrkx{@xjm`V-2ymxJP1`dmI}(8Uq&(No?%j)X{jXfUb_qyqJj|^r~a$I*0}Ou!(b$ zrxCVNkSoG1kD}6jtmP%R9zbQqv6gYTdgTeN{EcC&0?Jc3uFsF%@-P=9x7BcK-v3~> z2G>kw1@d&_Er@;vwqZNzkV4j^C2ywt)?){5bVzy3(doAEINU9*V|d%s(08=7DtkYP zK{r}jJtr|-fg{k|N3k$`9I1)UrRb7#?usLr$>nm1+A966LJ_LL-PCxUs8K#wqnNkQ zN}pQ^OA&6{%r>MQ|KA3aVv>5>hMSQgwSQ+{y4_B4ARXUgUkdXzLcMIeG_CQL2T{|g zJ&l9M@vbqvFWk7W-d(Sqz^&o>O2(qbfcKUMFfTlje#WPxs0!D6oIqt$JRcRo|DgpM zWh>ko?$Hoc{~uv6n7~GuY+U28(XFCWS3&+=xXrPHF5Hd}D(!UP4%|txlVs%>GHP`x z$MC4$UAP-sph4E(4vQhRkC7($@i813$0x_|Iop6`NR>jVhDEhLgom9SGAhbHH?=u& zB}l0kkKpsp${R?DTpM{FM|U!6KlTicX)oZ*8^aZ%Kg|8lp2F9GF?^>#TuF$Bzh|IJ z)e0pB=Xj#|2Vo7=ZI0x=P8}U(`#3YvJ@_qtcU?XH$$1xkuQd4xd*9>u`xNF6cB3MS zA4c(`D1MBeu*GXp{1iXi4PoKu_{DBqW}(r-FG;$EUs(uPeD8qA!fk4JyZYW?;Z6&8 zS-9JRWg%i=iG`(1iWZhzxWYo8TDDDn*IT&O!Y&R<6ULtSDaT2Hg4;c=x_y7O^ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..5d5e79c710dd5be7af7d504d5d76d0a5758f1f69 GIT binary patch literal 5581 zcmcIo`*#!95&rJ#vFnu#l89Xd37Fsz+cK6h!4MnV8ruYc?NH><8n;c?(nVf-y>j-h zj7dsMo2E4B`v#l5+ru)7B^btv~cnsykOJ$-+nmaZYu-_wL@u%-or8=Fa%v z|NY<}08Zd93*1{oroIjit9^fk_1MUWwQ+_X)1h{4yAb+Oe?0HxlJnf1bqv!MNyE1DZqWoHIhl7S z3zkLls6}4f(GX?W7aEwJx_GEarqXq&t zER&W*a)VN(Eojy81U|wLST?Kz*AQpWvs`2xbIHvUt>^0KWn+y>3PXH=b;Q zf~Ob`)HeQRy{g#Dux*y-Oq=8@WF*)ba`nuzCHu}gGFNzx8B zKSNJrxL5HEL+fRSsI{lLb*bI++Lxu*GQ8cyhM0H4G=HT)_YmDa)|FzIz8J<3 zJ{qEn>|+c&N{fo|X3XM?w3H!LPxD(MHq}`b(@GI6jFT9VyhiJuqH@D|TQ;sY6{i@q z)MR>UcyeTn;ZPkns!M=^+-anm@B+>-9IWj@qZPyzgFVSWcWmy8igAX0o^oXDH)btf zmQ21^RQ1;5sjALV>PRzKrPxxsP_66IP#BYVQR@2KeYd=)Ru$(fkSGbCva@`J;W5KP zDvT+-B-zpJnW(MYm+S>Qf7w1|aw|KwlHp4-rBU%oN)I|xUcPWq$24Xn8Hz4fI#N|9 zEkWp!Mr!llKt?I56m2|`w?*;($~zN=vp@-hC(37JtbO?rVqD3~C?BYkHf`l5DrOm) zbKE6cSFZ5>j(Qj3R-|M$mzguIs+5pYt^*yNGj-r~whUo9GehSiEj->Ov&Mb367;MqD{}L7S}$B9 zvoPft8QT9QCC3?~An5gLbf=ZjpB&{&4$sJ%i4c5jiVBi8am9A$xFB(|Z4})t%E)C* zY7=w$f|YHfoWE_Bw-F_pHfggfFU^3(m$}6d-%OZxj>{<`A3U8J9UYrwh?W;kaM#Eh zu0fN^;4yD&C{{bR`nqc&BkW9q~H3 zN~^5Y{&ij1xpu8ji}_zJ}}J zo~nAde*IFxbuBD0sl)w`6z4)7)DL>;e&{~l+pEFevp~7e?(+r8mKJ%+UN(hESN-rt zB}n(y2vwLe0^~D>b-|#bo>olBhGF}-Y4gd#;w*PcBkh}MRVu*yh&HDsmM4s*(zd3w znX`-kOQ0M+WmDZhVi`hk3hsJ3UvM(~lqnhN8vrM8mUvxwKN?q;Ukg?jZCxdSQ5v+ORiBeKUPUWr(D0a>D|A z#1iOC#A0``vpcqn+FRH&nK-zLb_E0e?zsQpU35{qie3ehsDc~R%CINP-VQ2%B$GBG zMTAOBwNX$&rHv#DyGaMvsShP${hkyP{vls~fDHuM zfXW86ME5ENNv5WF(<+7;-oa?RsoS@TF&_qkEdl?v{s0a5y#ci)5by>9w{Uh16LD=7 z9}i#+=>e@Jpwiq8y!q5Sc!Tz=;u8w`{Vo3AlW6p_*6ByRLQfk#&(QNcJrlm68|(jh zfa{I*4<2BAWBolEtIvD=`aMifxA^biQ~xYV@M#72aA3M65D&)HxW?|_vwtO)KKzc_ z4AgbHA9ccpieoA=WM~!X^4|$y9m(oxwrSeGW5=F#0?HN?ie{By3zAu-Nn7RlS*UDM zdOHGx=Bq&|jjBr2Nux%Q1*c79PCQLx5{rI4YTffl*40lGGmB_m)^lgDRM-mN_y^9`Fk7kYb)DRuZ^+ zSE73j2W~@bK)jl&2XDQs3qooc-a5hCg+f#hqfnwcKs@CEf?bK*xLjM#qIOBwo>xjY z_q3~FrQ*<2#ee`Dy9Z_Z4z9e9*Y4r!bnFYa@Y)*G;2nJFY**~dzT5a}SL`jX`?_C# zts(P1_INR%?5;X#=qR~s0Dq7tCRr6qrQeM(cv|w|k2J2}*Z33lz@O>4O5fk0=XHT^ z;#(Zw#&_^tqVT;L_)_?O3O`8UhxifocsoTd`QsTdfuG=~GiVj~nZVBl`UEsV|0KjE kfnNyxQXnUASm20&A+W7D7!^1q5Es}j@T5RifD8QUfAv5^7ytkO literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..39a47a9bd79684570d5b8ff15157548a319118df GIT binary patch literal 1474 zcmbVMOHWfl6#nMk(ic@q5#-?uDOymt1)rfvf(4UmsfiF=urNaz>d@P{W@bu=D^~sx zS1#3!i3`)P^hX)bEk#INNZrht^Z33wbLO1+`Rn@+08j9U;W3w9JqT(ZuL)(1R}HlA zb_KUhl8sr~j=+i!SMS)mp8y%n*`o4zdu%2?g3 z+CZ;yT^G7AwV8wyKK4Midg^@BXnPrEyJKVMKLM->%XhftR8FU{?@|Lh;ljcN46IJ} z0~u<0+U?9Sth5e?lFqP`bkeQEq!V|K6*9CA<3}Id;nv~2lV?v8ap&k`G!l2x?(YJurHeQ_^DI1J;#{qk@3xB=dXHysCY(L0PAph|nBO@wbs zvS<1m;$LXPkf$|uY(xS{()!U$7Pk$U>i}Y3ajAu&&*XN99c@Nn@C-cGfzP*NF5q4# z>LQS4l*47B3Uint>5vR_7(UHm=-AjHAvZ=aN}(?9Q*eg7Y23kGqH;*ikoN)E9n9h( z$s$FL5$4Jk+!C&qaIJ*vxIq%*CEUcs7MMX6lUs-z`tEScpvNF;&}(qpAZIZ38=B;U A%m4rY literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError.class new file mode 100644 index 0000000000000000000000000000000000000000..60cfb6e3b895b7fee64f4fa319bf0079d89a24c6 GIT binary patch literal 4770 zcmbVQTT>jz89hCFnPs)WvRuSP$T&h0EJ%wK<47Q3BZT6W0V@I_%Sz%5%LoQ`XUOy{ zNJ=6rH|OSDD-Tg#Qk56wF|i|Ca;j1)KR8wSQBh9M49f}@Y*fH>_czmDpFZFD`oe$z z_vya@oW~yoP8wEj)p3?`#*%4!GFNb1Gk420yfVv@vuGA`w{U(wd|$QFJtMS7l`!r&!-TBokXb8-W01%v z^zP+=y^V#UNe}JS1k5eF&W8U&#jVcUY$nhnaJbft^S080v>g9;IDtX- z3Q6UG&$2Q zIE&2M+=NqFb0kNbR2FJ;mkx`jEV$MhH7s+pzN?EB3-wIQ)hTd!y+j>)R)Lb@+M`nA zOC!*6o^kU5ngJ)1MYF`!N#Jtdi=fL_aUVGJ6Yw>>egI<_7wDABPPw=kFc1zF=B~h* z7aOzxofIZ;QH?OUD+iU8B7ha}YTY%t27jH|o1dAT8=skA|5LlndshdeDdcgv4sYO1 zfq~i)*c{GR1Q8gXxpYUzw7|;&`)XBD>0kMf^-3%@UW}JrCQ=zf<>)4s>NO!;CDfYm z7Op5-zrlrGGDEm6Ic0CHOnvM|lRurBYFE2TMa=@Q>;i93^$XnTtD&)-s;gnC9ht4L zRwr$(eMDenf16xyZ!q6LWj6%Q?Q=z`cHpb*W*y$aH-pV*YfTV%mCIu7>Fvp83g5=N zNxJ+F<5|0Zg`O+L@{(mgzqT(hpFOoxO#+0PB-X&Kzpmnp(%rB0Dt#$D4`p>OTvtb%+U!(F363^R z;b*yN(=!$g&mgZ_X+6SYvZfwFJ;0Ez(tg`gEe2RyJSD`))B9sdtzAoM>8JOT{MFJ8 zNi7j$8DXjH3E!+fNyOPyCI8q~U;E~0LT`V1zo+}OHY7&0L){mSCbUdEt#xWc5tdQE zOeVB+tTWm!h9aN+H6BgG)B1&`L>u2H_`WW*B`=&!q-i@qTPl;F55EU%(Mm1!LR-CW zYY6)`UOt*`VZYYX@pK!@r}tSo$VxlQ4wjv72!5(1x~?__;Mh{L>x?GS=_VR|q+7-e zjm=e{!*83@O`rWOepoTcGZJ}CZXId_4pc2eYz2p$6Tu;;vHCW0a+T|P*VVG^StT=X zuUpb$ILEh+zuW~TcyJMDoU&|lrd(Pu-8r>usr!UeFpBdA4?b*%#(MvNJZ-Fn?cVLa zE9cbb2I&Yto38;NmA7rvohTYon!I-;XPvTJFfUm}6Q?NAD3uiDF_nrX4ZmP3&a#VT zM%`|9*m$+sVdLed%66E2mH1=6r(d#F49987euBE}z$4UW2OlAwJ@E+5|KNKKzv8ov zJ=8ObgY4hVOH>D%+5UjmtdFw=Eofy6ECXz+rVweqP2q^7K|gK8qedQMzc|aL)~J5( z0b*h%J1}_S6SN1z{+h2M5Ox0e8Gnp6=p46>9@6OKwT%aOdRM-3^hvECmi;H{|ISJP zThRqVRxne+2O-RAGMjLyrla(BN9|wesJo`4=IxF;_Hd*^#BBmEg;V>8bwy!zAoKEL z9M2AXjDZ{fLHv5=#K2>GmCaXge2zL+A0l>Lg#1OI_!~v!8MUItbzUaa^XxOy7Br)( z>HqdWIp7HF)$cqJss9#PjD%M2hgJr(MWsq=YBOBd4Se|!PtkG zdWsoke}bzqD6s^S)e$|Od|kBoz=O!Q`XGCP5iuJIG>B3B@SDBLT((nBl2eN`m^N?xO5e>5^ zK-Psw<{7CVruWz-HKjd9?ffnFIgA+6_uXeuNE0oTBb`d{QDjH)(jEvtMKB5y$Uo z*YIj;u1Z+g&!>Yl@*CqiMJ&>Brj7qB+)JLQ~%Yh#GJ%6iFt|Z5+f4tOL!7L`#)c# B*53dC literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentErrorKt.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentErrorKt.class new file mode 100644 index 0000000000000000000000000000000000000000..7b5cfe041fc1a3ace01cabcbbdff0225dcfe1c7e GIT binary patch literal 1002 zcmb7CO>YuG7=C7Hp>9zqTBWU4ZPB)9S?a|Yv`J&sY>H@XLt=UwmJtS)nPhfAkNr6w zy=gQtjYof!@f}Nq>Zyl$zu$Sko}a(Ieh2Ub6^1I8L0{`mz&k?OB#5*T!8^h2koZ8i zMI7vfd(QXF7;W}#28BqJ!lifMYF|78rjim~Dqd_2*6-Mzm z2$eOIE~6v^pJ6fTil{%%f6Waa2nuA_nC|;@yxPc>b5d@;0}e*5eIEDZ0An z2y+AstWWk2(rHza+B*zuC&yX;TYu9JGWvbg-cX)OEz;CO6XQW8=!3p|WxyLN$_! zB>Ub38Vsd>y??KKCd@z3LlcST(v?{n=QRKO4?FNM;}%C_EMXRDq_9ESBjSvBu3WhA z1-Wlncw7FA#ZP4Nut_vc?ldacA~|~+imSLrT6yfv5Whz+LpOm_Jly|7?_!(yL$VgB n;?faPA(lg|gt(3yBw{thP24&HOK=-&N0>=4n_xXbDZ!oJ+r=$Hr<&G zgcgZfty14wD?V#|q}E4kP(q4r1E{U_t^a^O_;(o3otb^G?C{vn$9yt#XYb?ObI$#q z?>+av_un_(0?MyV^RWg)}7F9Gu z&T5hxeN@)utYpZkL_t*FNOkJ;?(Jm=m1`it!_a;2S_tql`1;6RV=sfdrS)hKB5M5b z!q4C_CKa7wuu4@+Jx5B{MP)h}56jv(2g-noQK{TMzk9Bw-gLhU^bFzpCgFhwf$*eMCWJuP- z4*n_j(W4fa1`DHlgV>1sYT&~C3|lLMq1?X$9$=^&mnRgB^vflAFfdFwEzfPIZ*|bQ zFy}xfJ(JNDL(VU55S#H}08QA!&{JJJ2zWn3pXAZa@KQ^)__=3W z90uIpV}yl=(Bj8dv@#GoRbmlG_X%ic2+CTjWaV~Mw{oP%HgpEifhdEMh=L;d8!=)cDVdaY zy?H`5nv;`?TC#WO&B+~0)=+r2@-#ZA(FS&+TEpbRW2BG zp*n*cIKV-R-djzoXysufxQmW3#L76*&R%#flTK5@ktVFHeQ{vrMlXCTM!?@ajxqLM+6pfB5O!7ArkOmTJrc<;zwkF8#~Ifqh9jOVWXi|MqiItK~WU*BSO!_HJQe z4yifH6i9l_z)dJh{_mjZX6v+*#=qEaICC!=(qDJVD$+r!sB$ zDZ1Atvv2wFBEC%rLqnmB%aGDDBEC!KASsn9>`jdoraZw{E~Vm=0LkoW?&F=$xCC^_*&m_$fd1@v}W|_!(`BHsYg$@=R7v@`E}>m|)AL z^yUbigPZg@&6t#RvLMw&yNgN(KTgn1`eY`jrkdzz*)%RU<#gVxkQjq!PhOQKQYqOe zpMpk?@FtqbcOX7EI7CTIeZJGEY)C1|kf_m>o^{g=hKs)#e}RF~mf$+0@Lyf@mD!*!vW4b;2a7xGgX7;X#&sjQ{nbyTjQGQ`^t z*N5t<4AUr)RM_AV*M`}$mFs~dB4IZ^cN$Cux`(F^cJl{+lk1$ewSeE zqcTM027ZH4Rwq(lx|5>XKT?k^RMNu1+qQ(jujqr}J$eVNN-AsVS3M_d8pa1q!%b5H zt?l9P6|CK9-dQR;$kaTgKM}YJKyVf4=v9uWV>~;5eYj*iq zOk}Yd7W1=MfW?CC9n0t?w}ZHIdqaW{7P8oZwQ9xqjRB6Xhb zWjw~Pg2yA`GM@0#*Rhz`;PqNPyvsQ0My#g6D_9jitHR&l4T)Bbun36{4=f|aho6cC zs4-+Ul1x56NHtAVvw;8He-Zztsh2V3LXW4x^D5a3yt7JwRC0f})6+%IAUz5_=jiz= zJ&W$W3#&J7v14KNwL6=#uzGMYfj8MLq}QKhp@3#LMso4M#3V&ERR(B+6jZ&OJj{= zRp7zIv09HgoTWiLVjiSA9%3Gf5^iW|gn4X{rGo15G@h{#4jCRZNO}pkBO%|LI6vCq zUc|GB4o|xc(nN=su$JiXnQv>2&R@ZWM2BeB@F}hM;}*fT$O`aYd-}hcea@BI6Y8g+ zf1XBg6Aq9PJXZZ}?Hw!FdKq6RMs=xFE28~*KT*WzBic_9{YAJ)>JEI#mKr0y$gl9V zwO__pD(h)_p4P!4BF=1<=S2d4p2Mb04g|)o!gYKJU%P}CuHwbx;fsrSVFg0Sw}kH; zYzu$Sa~UtUg@0rfKXIGCUa^W-t>Wiq+X`kcVUtCMdEWAq-$seIy!abw95yxIiW?zD zb-%|S9*My6p&Ngvb{F2kKd1!$NzXa@{R?`2spB=gE)ydz;u1;v^+~wn_)Q#_<5X&oy%uIYG2#||Akbr?G8%*uKl+jT^A PY}9d|jyWA?bzJ`+J=TWI literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..0ee408cffc07c307d0c76baa24888b6c9b602a12 GIT binary patch literal 1535 zcmbtU%}-N75dZCarC(Gj1(6TGkfMOXE2wA!5}`m+Ej0?^!htO9QkK5%BX742dgA0C z;>n|WG4Ws;j{Z@`d8K?L9>jW?+4=a*&d$!v&tKnv0C}Yx{-<@i5`aGzZNutYYfw4t;#$5^{OM45x(NCvn+Ob z%{5t1Y2(+5#`D*>UlIP?_+}hd&Lm5aJI+doWWR0V~xYcjPtz_dUZbj`AffS9S=};qRdRsf7Iqe(o4uqbn7@FKHtptWt-YarrFj)RF*;=M%w@$SEcKtjo0)v>D>-Ud=CxRT;z`XdyTMz+swN zC=~oFY&y|`q4GN{U*1)pj9T*0H3*Hs|ND2MA5D#&4yxJ5k3q5nLGz7u6D2$?Z}L2|Y6n4D8& zP2vF_QYee~Bw3%3-og}SiD$`kh%h&{VCQf%hg&(^#vS4q&fzXbw!k#f7~Mit({98) QjSh{lMyJMojWLb!-!Vj-vj6}9 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..6565e7582e04a82d86e3e5b51ecb44d11eb884c9 GIT binary patch literal 9261 zcmb_h34Bz?dH>I9wU-vOk`P7*mISgbt%TObB({;j1}w~iBrp;X8@J@K`y?&eL)o`0 z8``=wO`N3ZnWk>+Cbi?bvD>4F3|2OaL>S>4hKQ}OTj5a8$QfhKh^39}RBXJE zPi3bD*9Pf5uCR3^m!FEAF$<^jMk;H?jBGYnFbb(0`(wGnSTUU*ROnu56_*&N(-3uZoRq+{`{5NxFqmLGKr&53CNlM5AY zar1ci^cgczsKR6K@i5k5eF$OHE7azTSvk6abeJM>88j)})-zI#63W>qrVIPXXdz!r z6mt1dBR^y22L)>_nnUnnqeA1Aq75U6O+k3j5=MjFYomVhrbT>VY_>r+hS6mAIu*Qy z>6E2#=g8{%uVybsyu2=rl}WNiXS&AY@9L+hx7aLv|IC#*8IM- zVUg*mn{o{s>@AUyw{gS{+3+xKK~D%bqnD=PC~fHyKl&8b@u=}sW;Sh((O?ud^z>HK z(l!j#p&v1Yu-nXt+D(yTU842duw88FcG15tL9w{ro{aakV!JOz?xglvSvJcK>#-$KQF!_WQnNoP_Y8a_f#VkkG*PD+pk}xHEPbxHY zC#F;Bq|I&WoSCOptUp;|bHq4zmbN{Olw|WW3asm-WT_O~vK0D36Kc}arft2$X*0vn zuW+zbbyOl-Q48)^=eUC;rYv%G$Y6F^3d{ACy=jqOKWM0d_}KWwp0RzyEQXe`jb#x~ zJ_QtmurR04S6x1(0B|L9M%rxQ05eftlHK_U@wElqxe=i;d~f7F(7&8y-fBNV*{g9u2`5Y z(o&XF$+A`_4r!JBS7FC8I$hDy6yEHKAFRxy&NW6ZHJMB<8_SrM#V8hYZX=`iuzQ)T z;z}xx@m>|Ax*``X(jE1xmFo(7*H%_{ciUo=z~IMsDBN2qkE^`fxe;lH`OY9djPJ55 z)x{voyCW;r>g=wltT4U@-y0&z@1wa?-(MEjk#un?l^uR0Vb1DX+#%jPzn>Ofn9k=O z9!*&mQ^x+3Nn5jksWB7(CTMg*wNi#e@}xDiwY$4#0a+$$oU?yMiQzyO+^+SzD{{ zq_DHXw6B3cKYoOz?R5#&j~`Xoe5x{ucAqk`x$N0Yu4tW7xM^9VK2&0lMTur*Kpsv8 z?7C>6#L9pjYz7?73@i;c1EQ$_evA=w&PW$cX7IavdQV=D;==d|yb!{(_(@g>?oxO- zTg(jl@zV-7uOc>CX^CrnhOU*+mtOluDie!bD;%g&DqnHrazVi@zc60HXG3@q7if1z zBEeAH%{%B71x|N@mL3ra*(}6#mBS)nD8bT3zaX)cX0>-ug=JlBtdnxn$m(nVt0BB5 zk0ik|jIp>EE%*x6mGmlim1>8Se9E@}F#ZsK6v7|ij}`7);u=HCglL!V4Y|q~$1Zjc z?q)=5b`!x1lg_JzcQ1pp6d0W6(uUG@v74k(Fu2u|nXBR5*CRhlekdk2L-->p88M@I zlD8>O{lfVpAU!uig=?VelJPEWLNZ(pM?;%W8VTEo_>+d!nY)w@X%5(s!AK7n0+#^(+ABZ0lg z0uinY5*A`x$2Qy;h^*7=*R$s-?IbP-$09c3D#7Y?FXG^BI2erFAmvmtHn=KFXMQ&o}X12Gm?Kz;xfhW*=w818UBT-SSH_#Yq zB2ZJa2;4wmQ;D!ea5KRhY(c;4^5fpciH(t_%g_7z#Vq*5c*j))-)dKLC1zIVDu+3; zv-CFm^`i2_MJac$d{OY@-{{VEskOn`q8~~HWDU&l_S44qR4LKo*}0UJ;=ORs;s*#O zmhse7R)1L`9{U}reuSS##)_HKW`08aNZw&`2_t>n;Nu9#4zRltZ~5!Ok^|Q9jUzEL zYRo#@TAXdis}K{8XR~Hrzf?;V5*p7H^9gf*N@$4e&E*OfufDVPgPq04WDhG*z=sw| zXO!=M=@Gw9ux*rY2v@-PHQ@>vKPR|g0lk+W7F;mF*D9|VJn_HT_ux4bi>}XpQz?KznrC1$0DPycf{* z8Se1lfBD-=OiegJD#rP_V**?F_;w49V;f)MzRLL>Hg>|da>R2SZlxzYdNfQplbALj zA4({zud(0aC80ua=~o!m{fIEo&Au>jn0;BbrMWf|c=QQ0HG1X|y(HoBfqCrM>5caF zZ)@?sjCa~Z{~y=ZKyA|0H)_2cMSv7@Ix z*9?a31rCF5#Wvv1s)*Vv5lyU$=&q`WIw}zzTLF8#>4ufp>{ z$>cF5|C)ikro&@?GXDW^)19&(FJ(>`sXqAB4$qX z_3N;83GeZuuiqy$I(`3(cz6M4MUt2BEw!8tT*9~2;0gG>&!IDV5#PQvifX!L&Rg>Y z>bYE&Xk-#pYqZ#d@O~Bh+wM{8b!c6$DY~CuaE?>V_iM&FZ7T6TCmC3HKOWO6ubr?w7-b&zKD;^<73gb&K7S=@MZi^ zw53+kRf|vZRg0eqt1Z&`=#$tKUCI!1*mDR*TLMlpvsu`Jn&!6|{)1vJUO%4o%iwfKSikqU~{#kVSfRxS#g%GUlBf?QG?r zmu9haB}jb$m+*?S@`&TtcfN|(9$@P8aVT1&#-l{=3$Nh!K+JzK9<3$B z$3H*+0{nXkGhz-(%gCXF_}(V0m74!B>HZ3}`WoBUSqeRif5(5^)1pc9;6JtQFLLhB zx&ALG>AyUQnmGO{j=zrMZ}7Kl@pp0jJ^tY&l!br9Kb^!j3tKJxvxT6Af3eVDVY7uM zi%)*=S@^gHenS5~W#MTHpS19dg%4S{!@_`tJ1yL0VW)*b3quxmS=epiZVM0SEvNMF xQ47NslDhvs8mxuKXsi}KXu+`X6$`Ih_*VuNDdapDBlq{=x5(`;;+OEt{|}4}|1bam literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..fbd4f521d690d967ac0ced112c2de703627939fc GIT binary patch literal 6535 zcmcIo>vtQ)75|N1yOv}}R$>>0M-6d*gc3Gu0qcV~5H z=FYu$?)}ZZ^Ui-?eI3B9cvoOlGm+z!PJ~v^g!A)6D7Q-BZW(j6E!?g9HspXP)=%!xOY&|{o7gaP1T<6*}d2BAfysc@| zE^@w+u@r0+XvrMaGcz88d$gjK*SY@!H+HPzG0QtQDVa=Duqay48pbAkKp;4$3Z9==JK6&WUj2aw~(JLSca{aH#v&yaYF=c*dnldeQ~1TLjtW270JDQQqLV} zcTwO$i2?#IcC6Q*-nVXbCai5i`o@ju2xBWc1&C&=p-o+LD(Du7>SnfTCwE=hPEw9- z=#8KUNr8GSDuR@^Q((_}%`6b1h05qDaO{$c59=;qbgqACCF}B1vE$MKCjduEo0Mn~si&k2)b+QTOa4}-W>`WB)8 zvVE(f<{p8#YoAH|c!>ul&&u3M=McF+ircX_f*}kGG`oYw3g+}kPS10oz%BK5am{E* zcaBD}4|hn$chWIDXqLJt7!^>d`T+@_0-HKIS7L7zV;GO%E=&k)TRoPBE57C&3k)2d z-qU1%k3gcVt(z5SQ#rk&(34lDP#sLDBgMcw)o`^*`$@Q}IB&~w?56B&J0rfv#8!L+9%?dCyKVQ9!mHblLD zcBDsZA?1D8vwHJ9?W?wPeU#M|tYo3(>94)#KETr18nvvPGkB7tD~GQfS< z!`Hg`=2|hV;MhgktE;zy9FvZV!AXHB(8!2pFjTUjoeb;Mm0fF5nK0KPBJq3~4r}xG zyUG@$bp$#uYv5p)Ow6xeUAiiU3QBd+r?O)bESF_a@DRZ*Ju$g|XkzaOvAT{8>P#oj zpTxrrIDt>r#reuqcSEYzenepVr53E6bqJo+C8}v z^W~aiZ`p4ZeA!87du27+>*k@oG7s(b@T1qMMtj$)Mpb-;6>W7v;oAI4O3(oh-o6&b z)A%|IGTY!mU~BnV72japp=GlbtZ!Xq$@}H5d<)OY>EGr#?42U=)KKvq)-c7Ana-;C z9&Ku}c$;8Bq~ZtcFwEJKt>Qs&T(aJlGk(e=$Md!1us&PVGqQMQTq)if zOda;KCT+7$n)XrMVr`yn;~AA>(Iw%#%{p2r<+5!o>)NLDwvr{g4YILiW)jSCAtFtp zb_vcLlU-aWbZ2^ac!UW;b9vCXZfjZ1*4XLG&-r<~;FB*QUl0&8q@OV4uReZdw+ozJ zJhd~tcq;6>%I7|+KkSP&FMpFRyJK!6N2!&O>f4X|u39|Ruf_v$U!Si}+}@!2-g-V1 zQ2nvMXiF@(IT}~vp}0@=_bGiL_V{AzXj80VGe`G_VqvzC(bia$Z6kj-vE9HnCj0Mg zjy1E5bCyaGHV4#=u}yEi7;2G{_pkfPq_^tIq<+a-37eXLkrypAGHtr04&GG3CG1JZKX>-o745olX%XbKz zyO-`RajKBfatAafiX5?Dz63Um8Kyo_%1`MC{VAnZBUg3wp+k8h|BHKp(YL-CGX>!60{9F>~ z?2gCJ3uyNt73fI>ww*^8-wWvTK{EB>4}42-j^gj=zHn zBGn*LVUdc6R8*uIyL%QeK>3=^MAHIB1fIh)iKZU^0@8l$3bh0Sr*;NO2qZQH z`WJAwz#=}9P#17tkY5K=YD+NajtDN`upg<0mZ0JiLM|cP5{#)XMR6$+QerNJjO3&! zDQzw#=1prPX%9*B_|LV^;olTt0T24HGtd%viK_GOA4~jW8{*T)X9u4&ACu3ce4gd= zOFnPZaJ6r5kWgTxvg=a>3PT%qRD zH5Z^AY6+Y}_6_zgK=1mwh%Dh;e@Hk-x%?fcmZ27+Q_HAnrOVPA z%MQ)29WdBm9g@ju(fBnB8vQswGE40tT788xE_%MAn^LBNTn zLHhPsOnD7+<30Y<_|#-ipxblg$)4b8e0H)Y;^G>PCLJY$zf_Ir77d{Kw!U*PHMK zk86r@(Xa@0b)Ur(tIO$_o*Ur;mJAcu^eVns!MfuPRs#23fbY;bJb4CBUBJ_a;$JxXXhW4HN<+x*NKvWS^8xX#7SGR%c(zWsQQ z3;u;`cFugLoZp>`A~ir5}G~zmMSZ4qM=Fd>-NN7x>Iuco9F>@e+Q)$PVIH zhv84-*J=DFjhFEXTbxeg41RkU!ou%x_Apv4oU?G=Lcayo;&nZW78WeLYQeH_lZ71? a3=2&TvDw0Q3keHXTe!x;tcBwiF8mLzy>LGO literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..e0819d2588c8a341c811e3959cd32f2af22bbca6 GIT binary patch literal 1591 zcmb_cOH&g;5dLO2pvivz%WJY(-L5_eH5;q^DL@d9_JkI_K5*xFRG1#*nP?CU;z}D$dKD zswkNVY=-cnRMIRl*i)IU1bPsTBZLS;$h?u7VXg4Ll2~AfYvD`o%6GzNn4HQKYMybW z+INm|9^~)5*f?<`Qsq2;i(RI+nN36t$A}S|S-5jiy2=D;v)C9DWSbMXd5X3r?6g*VlZ~WxeQny+^%06ZAI2 zQg?qVf@z9)<`Xc)PKE%(U}tu;r^DvkJ)vi7hB`e*(}N*Z@Jig>;?$u#uGkC~hQ5MS zqS&bK2)~2GHe^M$M-aovObOd&SkQpNw zC085w$vH*VB<|oYg|bM_ko5uK7H08~WR5(?h;wBdb{<#rxR%Ft+#reZJZ@rQ8%!gO Y$!$b6%~0IZ=+Ovk^lIGJn9|7n2Bn*`dH?_b literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..b6acd575750d15d7e8b995596ddbd43053a1d006 GIT binary patch literal 9508 zcmb_i34B{eng5Th%d(O@D^42QO&!;AYs-$6c-vB9$BE-QM2YQ`I=vhqeUYAR#nO|} zliZ};E#cU*3+xHoZA+nDU}=GJwIp>@j*zk!%Wexad$9L?vh01q!v1I8ll&~pQG?@O zp5~kH&3yBH-+b51%U8dD?u!6+6|%grbZWt3_u9nSewQz#&p^=Qu}Sf&eS>q|6tlo7ls7h*fn-S zU(n+j-JFR}7V>FxX5dO;y6+I^7|Z2n;wOy4@w}ckt+;NQxq>c5vEmcC!bCBX84&R0 zi)JDfL{Q+Gxm+QWHsdE2vhlQ8F!H9Ji6>0SnUzjj0fYoLC1;J~oHPAaJ+EgC4ivcF zEzIHLCyZpFiZI=Ggb~KN5E`&vAZSv*6QmG?Mn=-+e6bKjgeuAv3kq%$2pCf7lEcjc zJG;iJ@kmwc#Y|y@k`?mBWFeOy*Yk5men770!-{V%=6}EuHKPw+i6eEel8ypKwMxQ zmzqpx=QGMi1e&_Kt8L&;^fzD!encSbwoQ_DbL5z$G>98F)HqJ7jNZ*bVN^jkKs_ zZvK?OV{V48usL+E-CDzv%V^5>HG%JRt(D};-Mmtmgo{vV=hw<@7^B!P%_TvrDCF$@ z5jcD)AMaAZb+_o>eqDyR zQvpl}T$R=53>$rCx-hFkpw6r&@UYvO94g~RVK$dKpqr_TVMWJsxw+zel`!qn-m-~D zPR$!th97l}FKc^+1S5JTGnpkb5ivgy{ z;H+*@XDK>*T~{|ZR;wHyz*HD_;qDNQ;tkA9dBb9+5fB{gH{M*-GgNieNHfK4yi^8e z`qhtT45opgo;OA%shVlDq+RlqL`p_6a_-9&W@QR?r#ELHO4AWWTvBby>m>~ zI|5Iw-F@xQeKKwt`Lv!%-=}JexM3!9Db_Oa5g8RNu0AR;%*IYSsGN{8tYkhtPm{Ld zlZwCCP~GGmV^^{{M86lr6^mCtt%}@7#U<`C1MIRMw7GY zOv;uveV>u15v@O35_3$y?-adc9&eVF33ry|sw~VZ6}Kvf0nkD>s@H~X^`jXh%lss8 zuv9@+61(IsxZ|ngMlzEw;NAulaZ;egn#~n6DSM}##hj{4;N~B0&2C!xeYjt)@S|bu zLB9;X4=`I=G-lRv?V4cj|@+Y zj0%iZD(y1QU2fX+j(6fG>hU0c(ykMiB8I?CtP`ti;*vWX#=G&J5J~LC?-JF&<kjFo4GecCSgP0sNA{)?<|!A$m+VbLOdRu4o+- z=v>vP50%7YhE<~U$;*vCJK6V@MCr35Q=hXleajaPY7IBLv3=TC0*;2bgiU1a@yxX`C>_Gfdf@4$Q4Vj z78Kn23**!HObDOCXK8nOGRe3d6+A#EkazSY=*nRB=fYo-C;e+(&a#f zWnFH}lQooXs>AnlAuP&UjQTQ;;kt5%erWoPsORv4tT#SS|8+?fz!wEtU5F#I+=D?xGQLuIrgy4V4Zj-3hw%}a z?|+?Vgx}Ec5rJ!$N^|E>GNxybr*xia^y$)x=xZwYlo0}7bDPGp!^{;s1udgmnc|nd zw3l?Bpq9N>bKQ3w&Rf^X>9_Gx2)~7wsg)Iy<+Q1`zj0ZYKxS7%=U*cejnco;rH+d0FCZ!j2PW5CL>UbdZ z$R8nps3tK-{K>TJF~fOMJB4TD{OO61XNyNY=TC<`+WL?u7+@O=scyY$I6(H~xF82; z4fack3)Zn;eqA2r4PJO>aLf7A+qU<6c8Fb`-tGH#M*Nzm#j~T1t=DONPU}}~FzC?& z61wmqzc(1v>h~QBY8)LRu7Pcs?Yc-%Ti@c{B6e&b7!%JOwEM6{G~@a^m1d zt&P*S^#`?f#niP2UVKP0(LrnjVL>=*FGjdi>m+<#zhAqaEf@7`l4uv(Znm)lf--r6 zJ-0R5tgt8du*DnPs5KF(xLQJPQb@(%5^}RbDqfe6R}tA{@5@~m9`Y`|*rGLEc*@@= zO^FwSuXz=LyV_Y*NYiX^RoU#>nSQ%{tgrkqQOf_9KA8mY9fknATx)WssOwFMvijzD zaBSuEs4Vjm=0e&^^WtK7>2m^;(qwwZR9{d?$G%Y6Fviax6UFRtBY#Btp1h#QCH2f5 zI&TZucaYIay5)}w%NAJ2Lw|B^T%UKQH9OPpsKQJ*VVXu>-8IWfCN!BV=99+$wB$kC zm&+BbLSCP@@4_tXWR~&L%L8bZDUka8H}?E&18gJm1HlR$KNYON@uR^C96ukd!0|&u z1+GON^~uG*b3G6KNUbk(-ybWkz)ue>waJkO|3S8Fa*&eP_`5S+(4M^7k5wx(&aBPJErW z^4~z5x#9-Af?c?Xy?7b_#W6$nqPPy%v&ZEf#Yjl1!=rFg2{L33%P%KNt;6!m3EBT| zV%vO_L~3=FUrox{#kW$<*K@%j+vq00rakZoHby*)=zAVF2;9Ahn|JwQJ-yqTz0JPo zu*(+Ze>l1hVhf~95w-fuByka2C_@M3Ys3Kh9W}ICwx~IIxawr3;M$Y-Rh_JqT6^+H)yYbcwI|{}#H5bn)l91l>ExPCW;8?D9I!E_;okziz4G*Fs+PJ3>q|BFLaNL<(Ea;*Eo? zTH7q)Hp2ImI_>UGhr82hcb+B%dq*~tS`atkO*p1F9dgzexCc7lNyUAbtqh+tv7V2@ z=Y6{8%kVr3U)|F^=iwQbjP&wZ#I!<6X4r3Y_1oERclA5i?{M`y+3zg%y^=W(q)yi( z5D0z`O#yf|@K1TCWSFd!O=yPjELoT45Rk$1IG{BnjS~*{FEivy?(dJChqtG95xHkz z-PzNtLhSQ6S=6Tb74@#lL*#t$PGo zPp{^eW7K4s2jRHtL#sCU4BmAXKfQ?e#ag#9FNL1N zFRDblHP-Bx`L{Ws5^#_SxK-Qxz@yj_TP_!K@{{y~=6WYN+k$kWZqpC=KUYHB8{rM$ zi2#l+|Mwwgv1LN;p^)Q_kkbfBM$5Z6g@+vjoT7#wReL;z_v0~@FQ-(P@TnOxtIHTP zrNV?v+fyn`$fP`_!bH7-K7bD*q_xNsyR9BX6;&qC$VV6P@$-0k5zpA}Co{8DXaioN z={$?iIWw+iEC0N-nB^luIf5*D&N?G+C!ccc?ia9lH!GaypT!rnz!&hPL$NwB86$yT zImcAbyOKYgjQNQ1^9k??^3i1HSy<9cL^?rCI`11t*B7wieU$MnsC-67;+oKQ`{tkbC6mbjJ zTlfbHK@0zAL9-CC&}3n=#Vb_!Ej+C7kEq}GTX@XE2P}Nh!aFPsSm?JfXkoX7Aq#sf z?6oj#VV{K&3%6JpwQ!G`IHP{=vT(>kM!}~oyw$?nEWF)9+QPRjoU`yx_&;(Up#(>$ PgK?I7b@(-W6~Foa3}6|C literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..40ce596713910bf25ee9cab3154ad7407549a25a GIT binary patch literal 6449 zcmcIo`+po&760CS&182IHrpn$1!|zN1CaVm_IUiX~uJ@EiGbfXePaM_LcHhW!-p(54iDYT0CV3(}Jb+1$$FrcArQ`9|7OutuOM zJ*B6oJqG)2OsVc*tmLtRC`*%M+F)t^htvWQ7EQm(g;k}TBvJ^ zZ?B`}KH|2S+3x2%K)a z{g}FG`)W+Mwig*6_oFS0jc6AjvaNxv)LUEpZ{FoY`^mz#=h*H0u*vVtA||GX(#Df8yR2zH{E zh^3{|x@EOa>UL{-%E(siKvrvdh8sv*`(ZB-lOx(QCkYd~uv^9#w}BguudP8Ifuqj$$t!k&GW@ zXm}7UZBZ~RpwjdM5=I5qwzXf4!BLE0G=j%4Ca`Jsd>SlAo3lMIdAOHPlKnn`M9EsW zM$jg*dfA|tZq1+?xKKljzN<}I)ygL@E?u-=ptlN3y=q9-M!6izmK+0y=$PE=R!O7o z&({4XXLJSJIM;Y4J3Cg{*wn2VTdAwJ2S)Kp9F)2qDhHD%C1qyx69TsgS*a*Kg-=Vy zpAqO>eW{-`r_KCvbFZOiGealR`iv~(6nvH?P+Q8ai6+9(kd|zSeDAlVhO0s4Cj42s zc%JnY%Xu@D)y*kapryjo3E+XeX*t_@zA&m4rdd(BmOU-ge)0z3e9*(wnw93YGFHLS zE9zF)N(EV#8dpM*0#l%#`ODBR*FM{s#H$;7EupehuEsy2_X_w`*Y1y%JVx&bwBOLc zT^+I{zjt-*Di|s#*2J3fib-f((Lup+LRo5Te1HGgzz~tSh7W2?C#s*sGj%wD&(%cr z@>F+0DrG+>u;qFJt7kbPpRdE`F(F3tX#iDK)8B*op@v_ZR8mU1^@vSNN&V9)BST6WsLY>`!R)j@A1ZWVmp zDPp_jS+v`&J-cP?+3lf4w{sTlzV=yE#Ww_oD-RN`*Kg$j+ULR9Yhk>KZ}BK*8w7q^ z%gw0x4$m7}CR4`t=2b)R*O0q}iXZaqQYf0KjEW!At0s?aV>}3{ z_$fOKbEask__;h>$rH95^*Xl|FT#?8`bYiqOde;+0*0VW1WzHIw!9uTp<;H+>2N>iMpYmxfdq873$PxSH zOW=+X!_>!$xe2}CQCh2cm2V2JU|P?6sPy!xHsejJ8#g9R=kAKe>4l(LISqHAtI<|%27Npk|wh4)L{CAyL1GA%RnvOVoGy7m@N~N2n7Y*})I~fQ#bI_F*%r74&t;&e` zX&*Itfu0W?3jpJRxv-rYzSIBuQ&RccfQka`!(iV8O zxH-Jd6a05)j9qC-te<)PMb21a-=h>S(=pu9*|mg?=kdZy;#P8XlQvxP5RI)qX>0$p2t^L*VFMiSHQ&@30|(xReY@sQ%4<`1I8}GcW?nOox>{^ z@#?|&H_zggB`C4b0>1rNNBp~i^ElNJ|B>7L#P9t2ncMurZGP$WEn)f`*1LFDf~GM2 zHcDs;;vdvF?r6RdZ^ZnEzYC}iDwT(SU872A4aon|Wp~{1m;^>dE>Oc*d~CrBnC3n!{^C8SPX( zUpPC0nDe zT~Rd=*bL!CsiawAu&1Ug3G^TwM+gyyka;IHL$Ub((#SHzweTf(z;9? z+ILQH9^AosRX%kilDvrD;-wSKF40*NMbED}yTWYwTq^Bwr99I~N;@Ubl$x$fUY9;A zoj$p+@FVDBh!#raja(_e%24{R(X$EkBNamu0}SJTeeMXZG0abO>*DOT8je&(_=>yE zirC>z*W^8=jo+*q&tK<$UHIAQN*q@3X$I2OGvnJv$I3AGZ_ya~PYCP6@NI55J-O9r z+0+_Vu&`hO1FI9hF9R(@yX|>~mG;3<+#0sxR=tKk#&(R}Y`a;L&3LbU6t^!F$Ib5euK@PJdEs{YF!)G}R9fRE0eCG>eW-hfi zy;pu4=3wBAnJGEhf;Hk8MQ31!=rDx98usNQ!%&`M5X>VzrK&U@!Wu4suhdT#P z8#6{KXIK-d5vQ27Ci-3IK!n}u1}!8 zShCV%8Z?2srwUFkYo$)lyXVMGO*Gm~a!%3FTaC>nW_69w+| zvwq~%X*1*0V7=?H7-CovMFUm}XcqN3ObQxwGLp5XOOA%PK-iROm0UFmZ0j7X#TS)n zlyc5~O5+qu8K+PjGKy1Xu}|(%k2O&QahE`Rq5fjf&=Nratug2>v@V9Y3*8+g=jz zrY-1gKo3#^F~8T5w4Wo-*`(RGVY_s#`=kSeqO|ZE=w#gMm~?T027)q#rOUY=($eJw zqWqx3QO=5H3i;`RMF-sGA8hvz?(+|J&`~ml>9Ydw_w%(Z8+Y9amy1cR5@T+l2z;$` z`9v3*>GfgKzGYN}J_x&`lQ*bRH@W`!$vr}cjU7}}0IUh+_Wg`iAxoDT@ z(r`c^F_)pU)=Xi_^b$1_QO0l%7%~%`4dbA|U3p{5bkWDN&ZNpz1`CY9Gk!nus0^9T zWMS-}VU6WXJ26-&OqHf^E|`k*s6(#c&9Rqex@0 zF@zz3C;W^q)1l{f^$5w$j>K7okJ4I`hD{BPF)r&myV3%B_4F`CV>pJ9C>{liTc~K- zO#cFclSAfPOGb{0t(h1er_pXz3Rwq@Q#q44S~H5~fF!kKJuB<-@ff}xZhNQp1T6GdG@a8;vJrqapC|I}w&{u04~o&0^NbWzVTHpE9jXVT?^g zYQIcrHuoQp7#2w{e^)OUGwn<XaOu>3E3b_3am=MGA8hnX05qE{x_Gpu_y-I?)MC^@Q-Zd=5!7FCb*9M@;1 zqY3O-gupFTBJjn|^r7nV;dSt`pU>wDRw{4WHUlr^wckVTFtJGD^ySUl$$PcEqtZ;5 zy-bB?t=3hbT8!I1jU*DTLZvTB*{N!~uE0Z!Si54aC1euVS#`>~4Fy$G^~PkHeV>&tnl|N>ePqJ;<30YQF`T-La$rtd&{Eqy1A&= zvrO;&T+}NqrQye!P-l!>$z&yZsI%+jats&4NAQzTJddAZrSms~16C>D7sf{gI+jqI zoN3F@`WQniqmGB}*-d_!lUm?ljb?GdmWw3?zy4zQI6e`@&)_Bcosr2fQzv*rTTrMI z8G5=dHROtrQq`IXuRp^Qt!`ApHpQ6WmxK{{Bjf*<;_B*f@9LIw$U=4_!Fs^gO(MR_UruXk1O&=MiL;F=z zJ)b+hiqA#x3O-+b2KU-l9bbsy$MAwI_pk9t@N+s|5ZE-=n|o)FK_h=^%-|8m7%v}y zeo-Z$3PRwke)pJncDZARo_SQO3;Vo}?w0-o)4b1Wt^ZEK`|3L=eFQF?#OYU>A1Hdjf4Et!Eh;m$}En` z_>s2^g^ZDV%;15aV-K0Ardzq9pSQsZp4&51L&mhXti@aQSPf=kY0EN;>V8*tB+-#V zshBYjWF-&!zCyvVouV=AUSHX~f(@`M1wv?%WsLg$M>XQ5KHqV9^}YbdOZWviUdJ!M z@nXIT*D6ou-0`1CJAmI+d&ye$dmPLCnmC_V!Nh!nqv!ap=X*zYJTi;Mp7<(0x5QWT z*%FL5^OY1=ur}F!32n)qOIV-WatZCpmf$69{0!Fx@XvgBYNhE>^l&dhza>ir1km$=B)?-~-&(1kbQgko%)x23@2ILU8PEg#@p=9=Tl?vJ8A_)_;5 z5O@ytbuV?_KwwDj-NWB3-lC9le~#Dt#_b%p`^FnN-dG+7B{Km?jjcc^to<*V!U!}r zHmabI{Bh@s{g1=IDRL^U8kVW%2|#Z_24fzxH>qLCY(9Ad!S0?}WM4-9cz2IVNLOJ8 z(cKf0JbG}LaJvUfl!%UaQa7BrFZv`cVEW$&f*7>Z5vvGEs-nuK(eJ?mY|l9tU)bd7NItM z!};e}n&u0{y7VF<$rjBkP_77@P}lr_Oz9DtK?K8iK8#0w|9_OpeV%L&Qnp7t*`7c| z@>em}C_d;p)+j!NA6CX3#nbq(DkGyRm}OcRRlyumkPK#7pGH+MYYKXXR*C4X@+|4; zBB5vjvG`BS;-_!m#aVpPjUQQLrS=+dg`V*#eA-*Fj&J!dNQam|6XafF^nJ#gdDM&2 z2d?Ad36}KFUc{^(dKK3WC+oyWk_2vC!>@tm?{`L$^~8ku3-hP(cM*B%4npb3$K`czAsVI=ka&=`#mlAPks;JAC&Dc6Z(CQ|A3nQ!;`2>UuyNi- f#>UreT(a>u_%HGtC-1|Q{t^5VrM-!t$1nUp#c8wk literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..428815c000e3f8b73d9c98affddbb0bb8104f54d GIT binary patch literal 6598 zcmcIp`F9)D75<*K87(%l61ymDhPc67EXNRs$|1$X4#=?$MIkh#l#ZprnOGhfjbxHg zO4`!WLRTnl)0NW2lrB)yCNU{spe-%k|AYR}(?6r`_hv@2B1>6xPIEl-MsK zkS~lc@<&&fr56k>XPnRr3WUJP$)nn$mdI)5Y~rq&qk5(|GC7wo<_z;#qC8bA8hJBe zm_@x{YPrN6x~UhmqMl7xNbR0%j-8P`BLdM{4ixwVhAy8A1p$G;Zo@Q+dj!1QJqIID z5e&hPkbtjv#IOX$nq;+Fb7VSLR*o)^>29Dh-OS{(1~oe_KlH*#lY5W!92D3(nJ>&H zj_Spkf@YXjLNm>L(LNe0F`X|?mvTAsrPzDw1r==q*E%{(99^7WKfaV%EO5P%u@r0) zXwMwcGjlG1yS0Kguk)M*ZtSjO8S5vNmPBUBSOo3p2w^kcC*WVyawT0wTp*OytxUmK zDCSA)<_7v%pJOE)V;ZZh8j0X4Tpff5*9dH@Zw$5iRdAg^>x@2YnB=dNkM zxP4Cpo-2Fq&Cf67Eu*NH4>yAAaYGoL*eWpGoIfadzd*+$1yb!w>$!)z9PfTmdbhyy z-Obw1Wy{iF!G$$OTeuP3A#6jB0MV%)iZoQ8f(EfK^WqNT?x$ea|KA_VvPpmVKp3|m zNhH!T8QrqFX7yrM=7^E2iXB#0W`RMVyXUZLbcspr#BsX+ZrmzuiBNvYwp0=GHi4L< zpS1pPiGhzXFL&Gy3in5FJNAY#iZOvUXVPTeoE^{U^PEUCXmolPwEk4jL1a7^nuao zz2gFxkt=PWMX&fM9t`3Ed`w`VMt>LKNx@9TDO_!(%&dM)ph=ibMUaIq74(omUwxCk z*PJu+kC^)mJ(nFnmeChvDyiTI)3NT9lb;<8!N8m(L$v-+cWR;*5--Cps*TV+#VWHb z_gtRd>d~w(Y$Zc3C&sp$?#-K)os8rQQ(9q;S)e1gDZwp&2?1)%jTH@Z;tS!D0_I;; z8MdPX1;n}5^8r`EqCg8#iVj}M+=dBN^@Y9ArZTCoMR~@kb%?L6E%ui+M(qgnT++nd zy|Q??zCL$V1Qk5i5K${9CIi4a4+t<@<5f|6K8Nzco#Y(YgFp?Fu`2`iL~&qTrvgEH)?_yH?CTeMVG#Sd9=6-uW3{4qauS>>x(l0~4b^=1E0 z875t`N{s0X1wA7RclwRul4ZJcfOT=Fb=)i-(JkH!WIGvGb1VcURCiiO@}*q1lci?o zjNVzYAuAG!Z+$eBoYHVzrNljaM(v)7*vRYB&pl5#3%Nq@k zdIkmpK|^QhjCC)&3D&3-u?bs9NKt;|&4dD3&` z>d7HB=8Jg-J%i%*pz3-1g@8}>Mtu|QQU8`mOpOI%9@RUj32|`zo#wQ#x}-PDp}a#Q#VC7zx`sMU2;Cu^fk>u)iq7y^10#} zH9jFPcc@(Ia%%%fse(sN3_H%U-KjFe=k2|-CRkotFjnw3BfKFVhEeFoR=<$Z~SqI^cn9n_fAa>fDq61Za0F!kxu{ES|3d%9|A zRqip)BifQKYMHqyZNXg@OdGSNePhPTGiCBtYi~}oES)1f$mshFxnXGCb7<@C zUI#aD9o<13^Hb{z+qeWae*b}H9AFz|yG7n;)by#G%R4IezRMX~+4A7v?>&R?ulOPG zN4_IYC)*bOYLi&aWpcqByxbD#>5IkA;>!Nm7QUBp?R4Mv6?A!!^!3Mm+s~qx?-dMs zAc=bLC%z^AMxdjcMC2x&Bt=5*Ci1HdJM4{nD9sROzsKQ@%akVSjK}KqOU>42on(B*P*Z>FZy?2$^d+iw`DS<1H%~7dVBd<1PK( z6{Nh_6=?VSP7eFo;fuHWhE{Nwz$!izS66VapI`SS)poz%nc-i-VK0)wcE93u1e}gg zyFaQrJ<2jPxjgJH&m_Yfj5>p)Dc48X)5)GC{QH_y_!qZc!K??vzINYBloxn+jsMt6 zefRMhZ@ zIbJK)TK_p1huVE-kb9HEE137-9JU>5_jd&1YCISZ#l!K4ID>^(D2Nw-=KBeR*6WQM^MBk>aO`EUVyhf|PB*M0}N*@Z)TBW6S z&=zTCWlQDPPCU%jL<(B%VLq2+HK8_~z@v_Z z<3adrC)r86os0%v$0w%xz03G?y5HC58fm)Uzl_hN`vdk{o>97AwZG+Nj^{~P;L75- z_D*->zu0p=UM)#%$?c_=hI;$@SF!Cho?iFoYO0PehsqkFua|u}L|^^_ zJfwOPzUWd-k}ql$f!@B;_;P(dZJqN390-z_=IC6-S1Rar)J8vG`W!rm&fu%B;@NX} z?ojL-%XoGbN;Gf=-`d|B`;PB4p6`vl;50w-+P{9{G%q^MOZM0*tXFZZ1A}G63Q=!U zL@Yo4N{+Ws8xJ6Zx1x--goW2|?l3wm{MN$j7KSXS7XKFjCoH^S l;Y|yVTDZx=P74oPXtg`rEbOolw{Vq(t1TR}aNNS`{{Z?>i<|%e literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..b9d21aa8c7ef4e62f59f5a8b29c1869b37dd73fc GIT binary patch literal 1535 zcmbtU%}-N75dZCarC(Gj1rhKQsR}5(f{G?pA{0!jr6xkSa4<_*>eAPJWOv)3Cr1wqy0RiUi$DuEW> zj^MUIydG=|-&-s$hPGD?wW4*PSDGYb3qgI4D;cO57(;rOH@W9?RrOwO?TU(x!DWa( zmP*kV?r}Exzv+hY{g;w16mc^He%A8qY*BPA;13Is6!8 z)Tc8feh)RnU}p!kr+xkHo-i{tOOsommB5fG1r_dZaGJa=U#y3Op|2#BC^za`LU%NY zHCa{dRl;zI_J@^qQB+N7BmovrCW0YVR7&WA&y5kZ8Io&3Ls!Hz8O9yyAUFQNVU}7b z68b0I@F^Y+>jVnH`Fb zc0@p&g2y`Wxwg+a-0OIq2hxmkxJaSG9Hxmo#KRnhPjVPKQg(un86y}aR~PrmIYZVo z?%*zka)?ip^#SP}%wV2)fjln}=JF=oBCZs1wTNrDP8?%J+`#xIm_ZgdHxW0q8*$5^ P#~^CZYjE3O!eH_jk<^`9 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..bc279a796701fe19deb9eb4f9363b665dc269fdf GIT binary patch literal 9607 zcmcgx3w&EwdH)|-*2_w)D0UjhN$a|*Ys-$6q=B}vljc#UQDQq;>^4oq7H;HgTd^KS zS8|(d>oVA28)GoG6o!oo9PAUmPuE zG6M>JEs5kr00D&?XY$2NI+r*1n%oj$C!i-rM=(#_PMr;bfiyIW8ONARo0Bu2duqBL$-P)?KV|a}+4i8H zGo}qbl`c-}xM?s0)&v{}%ZOQ=&QBaMauXTTiVf%UGo{%&!Q3UHs)^$lX3aXo&$z}{ zM7o57Lq;YumM)qDVGLs=gkuj7;y2|6lldiJ6wDz(wPMCDtLVWn&LJfskuj<97x zrNGkRY1KlgadtcYKb)}4LfXirFX{p&Vdhf#2^LR@LlQDAt~w+T=6@%r)J~W%tyCdB zOMkEuV;a>x6$onv(q2wRQu`d8%Z^E@l%l{wi%cmzv6`q=rwUw-tgkm8Vay;SwNF-I zLo79&&P>?crZ1WW8qfMOWj2S6ix=o(dCW=?^Ckt>#Zvp#3T{~n{UE-L`m<@f$xz13 zGI=Q+E!S+d$X-1Z4 zu0E76!9}TkE50p=i}-eh-uhB23td|)nPD|F#X$TW3T=+W%H~Y3tjO)5*C@9&(BKZs zWe2B_zY}j3A-_doi#44uWhRESJ2{j&#Ww5O*G6CuL&$gIt+K+~!WcwCa^d%~c(E8M z7~1ls;%td_vvV2eUDgK0J#8h6H!JL32EnV^ox(1P#d|_T`Cb}R{rMGfoye4?(z&6BQ|7GR z6CdL)|8d%Xak`LyXe4b}OfQGiCS9RCMB%RPWO?7TrqCvF>__oqA-oSiu5jsVHMbQw zThS0?XY+o^5bEEt;{gBJs@6ED}|9^5(FPU>XuCAO(> z_cGe9Xln(YmL`Wa5a`EGDeV24gzCq$3fs=sCfwLrBbU!z$mUDdS%q7dHR@w!_E^AZ zR{G_Ts^6}m`pc~J+o7o6(M*4JDC!qY1@KYE(>WtkGMSz4?(R8L>#1dAtBGr2Jcs8) zcm^M5HQ}z_hjOLtfFD;Bx>gXIjI_kH=IL4~eJo(_+2z9`*9u4KRQF4kTrMcMxWIU&hZ%`SuI+R~Hw4{Gvj;3ot%S$xnG^&f*ji5&U`>KZB1*X8%p@ z*M2L4k0^95ZjGD`;;@lDH(_vpX-t-Pr@yO%O$DIvIkzcPZ7jcTJJKqwwK=@%qrId% z9anwUbKU1o&R5qi_V@7zA^aZxkW%?0I;TB=vZ+J^ecU=(%IQ-yD{TI)uN(=N0a)a*e@d zLbS{G23=*3V;B1d_A#Qhx{2WCO6OI=W6R(y2L@-)x}iK>>}J9!8l39M&NXmD?vaO* z2gRgj2!A*&J!Uk|#7^aDUbyr?$g|m_e+!pFp2+%;Ct!Cy0WbT3kOl|!ivy)6;{)sX zvB~}@us{R*0$;?Xhj|0n-WJ%raH(VaF3%3N$J4j{U{BN+@oe$zXyDuHyc_xUMFRm( z#4nI*AMkktfk^P+eSru^g$QfnJIwdGXdtqFi+8iy(ae@dw;I^;R$7g^MQp?+CI@BP|4KS{8w=8mP%y1a6AlaI(b~@dMW$^)7zc9BH}sw69;x zf(NR1tRnc<+r}#~vnJQZl07?1Z?{i6YA=aamu~&|U%InhYPC31^s%sjto|A9joO(6 zq(n>R=F(Q0yT${H*EviqW9g}!zQrOQ`*5mxm{(DwrR+JgFfM*1XEynik-6XCK??g0 zFjkAVa-~zXz&f6Xq-I8pS!Y_CGwuF5#DtT%oLSIk`BH_1#`2{?$~>GF8X^bt`J%-Q z@vMEuXkjNahL;}eLz|>C%J&uB<2?}HQMs*I0^_~S5*V*zmcV#1Qv=%~Cmvk!E5z-= z-|Dp_XZ;=fvR(_v^VlCAY8rT)UmE$|-5U+gqq#4-fzR#HjeNFwqpf_!)eG1h@4bxn zc;97gi*LV-j(D5*GCDuTc^+OH0$Vh1Go)_{w_uvL8);rhoX72$R35=@ufcCI_M~s~ zEG^;G9wYooWZNy*P4McN*XAX;LiUnpMA*1ht}Xd@oNXD^+1eNhJn|SeMm_WBy$W74 zoSw()_ITsHecRi-FW?TFXi-N4)Mh<9soh zKgx#9v`+)4G=pJ#fWx3$y&G^>T}0bz5lyd%Xb%SJP}EV2D7^wA?se)?)LDz@{0fLR zU~dJ{EwwUID^A{5ce0kt%9HP|$ils{mc`1G_t#xn^S|cw}umi3*N z;5l73Jdv)A-S&pAiZ^ssyrHY&4PA2is=cAh_6B#%SjjVjID~r~&lq<+W3aW+OUDR^ z4G*_AHahKXBdv{or`<8?cu$anI?FzD1&3|Y?GWY-H#M!JvhS_Pa5vpYhDxW?{_<=^ zzMF_3fF67^zC{zZ(^*pCEZ*pN(7QQCV$G>|?~`csKHK|gcpgV%!?V2$@QldXef-VC z)IeFE{cWy(2m2kaekc2#<-S*l@hFklI{5s7FQdf|Pjhp#b_$`7D_8V?iZN%3>L7N_`d4+sOgq(-iF7}%;7RbBa?91pcx6m`z0K1->=r|pt)XC zWa21;<^wP_V;we?c)JtkEqp)Tp;chv2k=gEBkm$`^E^3}`28+N>#qn7kY#vX<+dJC4ZNV4tfp}Y^B%(H-WTG}dQ&D@QSc6tiI zcw4|pQ#K2oXlVTk?m&>rP+mWt@#B>KKck;N%@AM3+g+sdUWd0gASm=zls1kJI_5Qw z58)@ZO2_deC__C?5}a^5u3g%vTjJ7^rN*^O2XyOcd>E`=WoPNgBBpTx;poTaad`nR z%;S@`7m1gN^qOGOK0bw?b!KeUG6uXfi|UbpNmp3Fr=5`}9ACZjC0swv#Qt;7<1-Q8 zC-K>1@dh;(CxTyl5q}QM<8Q{|jfD94^Ya(r?|Br&9F&%kLkH8e@YYGZ7kQ`mMQT-C zOWxP{ewk8u24BLL_qQqG+=KtqHt-3y{+|6WP)7f71`SF4V-o+A#6RO-_{P5`@o)I| zGf)=(1OIsj2@5d`|79Uy;lC|JEJQ6HxuM14=^lI*KB(az($6O?JZ0f&3m>-dE(>>B zGW{+Kdn^oC7__k0!afUkTi9>mfQ7Sq)}(%pTe#Q4jBdZ3=4;^{G+hhtv@mVqixytC Z@IOj47bOQLDEB1(m{$KA_-*{oR{>+SP*wl{ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..7b1b24690a273bcab24164798e719528c6720cfd GIT binary patch literal 6345 zcmcIo`+FQ!8Gg^+X0p3UH`^w53)Dbk$*tKm(6l6NAtWhmNCJ{lY^&DE?lhTZcQ)+o zrY(X*MNvQ$?|4H|3E~Y~Z5k>N3o7!nKls-e-!n72*=~1x+2=7&=A7Ac`EKX?-t&F) z(SP557r+60BrvQQ@%e0aHm=R;X5NY?vpGF}QrGeY_L*!-PsfK7!*XsqujTT3YHX43 z?d_JHGqkkvq@GhC1fH2Vr7ddlv}Vr6AD%g-C-XxS^VxjbFwew`OSQa_HRFbv*K?+p zjz6HAdQKz7=@O~^6Lm>5bZ|%@QYnA}pFsc33!xw&5ZG^+M*g6Hx1;k&7%Ccq@FOVT z%g-5>z({?PmfMXoHxx~y3(R!XFqm#8vnhji9g{D5Zm2%iL!Czic1&b*v++}UekP|G zrWMyrGn=>1#fnd5^HYU%nqnz7OFgHeSzx3pCB>vxZ6e3P~9V0<*PF=bG$0Ysg&U zIg-sRWGy4F7tc0~+i^z-ZP+2Or>W4tpVreS+nvBZAp=|B)s8y7=cYBO zvEkbGq9@#mjv#iTQ-HWs4M1udPeHdpST|E;=eD=LbE6!)&>KPz;sUiulmsarp1|HZ ztt$|sVTw2?pk0^esP2G4XWbl?ltV(rp6dsP%TB@G|9>nLRg7)=LUK zU!OuX5TJ$>LszR*Rm(>)ElqS-V6Xxo-K<6CFqsT9jSL-z;1@sSWHXb_&-TM-7jy-@ z3^%(f+qY0j*+hNHmdoniYhio}N2RRCO3vhRNth}94AG)4R-K73K8?>v!k-oBu71>y zne%4$w0X$T)2XpDNqs@)UJ5?P1g0b5WHd8DXh=#j#JCST662LfaufC}KRj3avg5p& zk?QJ{lEz}LXglyo*0k&^I-8r+a`Q}$9L-M3u%EpF;2w2Bv}T@ot%y}{>WZw>(NaO0 z>BE&!q`(wtWcf5VJ zS4L1lp(fUpPE11Mh71Z$6Uq`((}#zrM#hNDHEd90J5l{Co@~Gwe7+{Cm$o_wQqKEn zf!)_*Sh>q)`Ah@8fF*$gwIcSaT%gST-Fis+W)n6AnT>v#fN=E!f&JGdU-Z~=xN+%+ zaTo5E)Ssh;_a|9;v4D}kgVJb?G7Ek|;9&JrEg9{Rbb*;~MQyg>w+g;tC#Jo!X6$uR z%U+pU_PS`%YuAjuRcb~R-xL@xuLvAd*Hb7Cxfu3x5HI1|ETr-V(LS$b7F2wfg@cw# zl>oi93d>{iFuso;$n8JmW$RuQ@@i1=BUV7RW{H%FpRgjy6-@d1GiH~TduL9u#8L5c zSu4qUSWdsj8^v|5_^7^+)048eWgsaob!G;KSvoHy0O8>Uk}tTw>`8}vk)H{Llerz1`$SE;3y z>if@mwyrJpt5ILn)92|E_cy4X%dZ7|syE^rZ;AM~g`;XT5cR0uKBX_f8BatVZ;CW* z&Vs<&jSm+AgmF3=zUB3!0@lKbH%e>ItVt=BM zLssuR^U+%#Eiix0=m~StunZ=4!y8pU_m1$Rg2bb2QcEAvnEr9aVc7_5nlMa#s*st{ zbM8ocC9P7me+AJ-ek@APPihP9wuWhA*0jGVF@_Q*Km3fOHOtcZB_%kWE##8=Awx0@ zZUhcp-Q{)UDybv831)s;U11-S=*IW==*0o{5%$|;-Cr@LaxK5(aCD6;cChEc!QZul z(4Y7s@He($XOMj(e>F?M=C(Dy&%;ZWKxcO}dJ$WDqTAS>!}h7}U8`vKV9?hS^XG9mVocx_ zEX5joysJofu{Y4-_bme286hFLDa?^Jjx6Ipx4nXYliw;%crf5=@x4hUacP}@?4^yn z_{8~)@R{TD6rY#*yzV`?y#B#evM;Z{b$#)d*I(eGD>YbNKh3cUC6?D`I9Q>_^76bp+L%)LeFz4(Cbvk0!^0-ET$ z3ic@=1Ph;n#}#DC{)ZK0fpy$dzEIR$=-b@BdCQh9>vZoMB5b>*43+@hQu=)>osRxg zbVfvbxX!+TuDf4A4< z%QcA%Gp@hH9c!F>knCkR2D`d@*0A#ep4|xCa;i?y28$MAP#1$X$e{fSJfwOTzUopP zq+GNp0$tq~@U`l4+BWA2I9MaW%dxqNua{uzlnryh)FpV1uHgCec<~ZmIvV}fIlQ~uf%+P_|Px?ecmFYUQC%%8`02k(l|6r|lI2~B?dgAzw= z$#>%Ih`{6cE8e*;2FHe8{FCz@yo(Rn1OMXlG=Kk!&#x`Kj%6Kh;5T@alzw|0-UNP^ z!0!|I1OCV!ZzTwc=Z-^IIFCOcN2`UuSh!%J--2rKTR3tSRxDh!U|G1!!X68Tg(iEj V*}`rMF$=d?xYfdfg(obm{tsIZFnj<2 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..629c3c24951c720c0bb74ef783d679ea2ee21bf0 GIT binary patch literal 1528 zcmbtUOHWfl6#nMk(ic@qLFC~JDGDguf+7nLQwt{5QWHzqkZ6W>s6%h(k~`A|U9s|q zxN@m(Ok9|Tr9aAeZYht%g;+Op<~+V{&di*1e*XIY1HfY}F+AbYsd--2;Z>oGcFLYF zoL#|9gJj*S2-nHxvw^QN)XxuGPT z7p2oM0=>RS+)8)ZEw9o669vz&I(x$G_*^ROaHTxc&O|#!&lDT3OHtYGuAe@+n(!m& zV~FO9rOj+Hx6Y93F6Z<)%H;(5k%}RS0fzCvzGehh80M!s&+hCs>yA`L_=>yEn%LzH z*W^5}XTT%O1Aw%mhdi22_ZXGUI8TK?5wT?c9 zLs2VfKTjk>qtR3-Wo5#do}*7;x`V5j-peZKi_U+B4-p`OjrEMQ0#yfSyUI5pjlD>j3Lp|2p7C^qUl!tYpO zC0SMN8Nx93s-cXmi@a(|EeVi4>js8IUMb<{T&}gCnGi2|4Zkd&$$)pHgWUQ9hj}WX zQ1Gj;X-A`l9^WBtBKT&KJu}}B{X!dt46TV{BVve?){kDY*loak2N3y+!4`%-liMP8 zv>AcbbMQz9zR-@jga@6d%RrJ*4p)gP$YGYGMKZ`?_$-H^V`GPe+!(9SO!iI??1wn7 zr8~^wRMt%HwCOoZs|0-Ascg#HEU>4w?}#yB#L`A~BsOT}Q`wQO`C;0w6Ik7s%a6p4 znAYLEk;=-Lk`e(g><@0z^_D&CpBmSmyYGEbSfJ=GLea;vX+_88tGU( z%bdtmLi!ODs85WVi7|)3J|k~rOqwWgxtsaDhmV*Es{-?F*M$(mf*@+JP@px;a<4uC^izd7DOTkBtxEa)EHS zV5|FrWY)(C1Zgi7tns9PMuYwAZ34B-gUj3OnJOOnb1;$1jOViCd+XeT_3ptH?!gA~ zkwk9%sK9M*?k>vGZS(fF5VI0V+JPbP>DGBtnrW8#VdAc3MT5}lm} z1q*Dikds@Tw6;lftWZgY0qHV2kDUawNwjI$DG-@TzNzd)Zp?IYFlCp7VeK?Hy&Uyp zm%t?%W6ZSC2U6CkNvH?7fJa+i@!rcD{?%jL!j;}ue)OHb1l4jmmg zD@;G+nqSiE3<-LSbb2slnO!05#-1SJ=&SXiU*JYJqZjF_Q@c8Zc(c7>s;c|QP@{$< z4J9eqt6JOQ0($v$KZZiskHH|W1=THI-jtNn1q4m@nNKblX;N&(z`ucvcCIQ%CC)gU zHYo>dM&9gYQgarnqAqU;;fZ(>CzYG1Q01&qE^_Wd;!LFUc}t!&92qpz!x80n@+NK^ z1n!x4?AZzQ)|fQ&DI=Xarpk8A%qDV4Y6@aKoS`Ib+RGR!cTQ3+Uyw9qBA*&3zm>5; zMQTS0LnV?}FJ^PD_`4@E)Ye$31nDa{CDVDzQK7q;jjjK;93c#2giHOXz@kWEG?h-; z(x#4?dGeiwhl*nM8OM%NC>+5Umws{vYWKL~DOcRA9Qu(JSgbyqwzK!9%?#BFf!)Ox zrJUF~t>8|NPV{g+8^@DtkOR3~qa4i@(n;IW&Sp;ABXHIH_G}~Pwou?5CPLVVPEM+~ zQW=xv!xVJ6f;Ct47u(+p3NVhQ7vaT0 zybv!DIB~I_HHTz#dIUG9FXLSGa;hrQG_z|30#=H=*)lTYRP=TW)HuG)zAVsPZtn|; z1Udi|J*l#j3T&Ch+9hkvA(OzyG9SMH2K~58VADk@)sNQ-EWfEd?MH4hvbpThOs*iQ zfL}JNQ|~E?M`cur(#bafopvGbEQ-=;XPr*RGM&@2PA6MR!y71dP8jKeNi}CnYullV zFM~`y?gSNMbr(XtBK0R* z$~@~lQyuq5Mphkf?+@Z6UjYP4ILgW8hPhC(ls`}5G`A2BQnb2c@Z%wYCKqC8l=Pk) zG=@#S8q5b}RJy-cH8UaY5m zw6}Dhe5QR?Yu%Rz&R5ro=acwU5TC%ONh_bB(6lFzZc4d8U33i>vg#^C#&$Z;TGIOG z@cA$VzCiWSWloN!FHxVAran@juh@Ml|D9pFqFuSSuCz%pqHOOE;VbxR5MRdE1g@DD z7~QiZXjkNQyZRf)FE)2=rhHcKW`Y`gRaFTenT2LCEjY)fMaAXpH%Y@XXsIVNQAI~P z4?hGyNKIml@VBOTMD@&*TqivKGbi>1Jxe|6cjiRUqc044G#|aSpc)3$ize`h=V>AO zSYv-=oK{6+#!t~u)4bZ*=W0vOoLJGm-m_M0^hDdYw}pMWr_r;vir!x5U9H}l=Fxo& zoqdzftNC?p`?Z=*vjT(*(z}MYZnsaQBV~@-V#(@f_x>YRzbQ$chT;E zehKfh>#^rl5xmp|H@M)&61+}tBKXXS^~|DTUO|d|1t|d(qy!+sV)tTw87*4AUehmC z+c)oe>~`L61!02(3xZeLTM&GizKY=0>wS8J-n5lZzl?wudS6cO)?I?Q_h@bV7ugKZ zh>g?e)x!E>LMmRSkaY^F*qTDt6SB@$@%3kK_fCCSqAx!Cc3%g(1KpjS&-H1gBcx#W zs&Tc$G_q^+8vBr4erI2-*ylbc`0*VF*^J-(RCp=X7TJqN~Y)< zVcXONI@OcG)JRtSVSwn^*BiBcbiF@N$Q(BFLmWSRU64x{>FW$S#M9V8M#|}yF43oL zuz=3uiLriT+*#J(EW54(Gog4kYv$EOEcYJ4!CWDqFn6Yy2Yq`kXGyyG8n^GEB;A#I zsQ(0fXy7tN`u&|6(Um*B!+bG514mcnGjMcSJ_ASB=4H4>K5f&EzbD!rd_(QUwd$KR z=KbnuKHb?8<_|Qwi{91r-q0QnOro|UyojD_!i(wI;0@Q)D=Hqu(rEiBG(|g3VR>}T zDKtkLyr;18{j|=5Khm>N$+iQRVk=f-8(Og)YtVx$=mPOiOx@lCtLQ8L+u+E|5KHP& zIF^qy+6Mk(0BP*c1UGnzU1od6Q)e+Egl94K63nw!)mQ7<@jJ0N?3qOLAx@45C$V9p zH`?B@rosCl9&a=K7n)lIu~cy%R@T`8?mh88Cp+)gz|WCSP#x6@|Kdo&Zf+S&W&}*kQBIG2??bR8zBnX!n+MxPiil!($1Prr&bY&%AlREQD5x6uy22PwKZ9js$&r*WXWNpBuyss!I$95lNJEA7F3w8+-)5+b0X z4cFtKVr-qWrN9k1MBi8~ub?;Qngh}Hx1rj5U;Cr*+=c3@``XXI)6aW%&~FkqDF|3;l3p4!@46%@=L?Od||0T?(;oU&E@oN8_a z^ado5beKI$8fIoQ(KGP2cT6I6KQaf}J5)k?2-1u84j=RAzrWB%r?x)ZhS9U4zjOF2tj{tH{1wu*%+T`p9-Y^EgHLw4J&L|S3< zhht8H&)_L|s#1OiPs4GN)LA)Z`P|YQ%!N)bI!B0h~NndgNE-Fpa1){oiF9Oj9%_&f}2&+(4 z|6fY!0WyQ|`f;}(*Sh|{j*|N{*{&wpu5o0$5dr3}WUe8+(s8UIyb7;Y#vH=!c#SF} zLn@d#Eexq(_9=*ind{S#3T90~caT*AdLy4D9bH5eEg%$r<0RgC2KP?l-FEzNk!9`G zU^98fd+=Uo#WH&HKQB4N^qC;;HHyCXJ2Uq=QF_%QIC+pt`U591srx>NhxbIQ#9)*N zoOu{u1SawI!DuyMeDw3vPov*SWY`^q(vial(fb?W8p-mv5#PTctDdCyDU$SV{2IU6 z+JL{)cMpE6Y=4@dZ_)VMr0MS*LRB2!jpKW9d>=ocH+~q$kMQF|5E4JZPY+>@#A=D3 zNoW#3m(V4`5_OWU@Zghpr9!?+J#UwIjl>-icS<~6;!255iK`^8me?rKCDARhNn*3a z7Kt0w5<@-rOY}+%EBKhiQzV`$@id9!5($Z4NSu=RCH_G?hl%$AlKvWemZUw4kK$wh E1M-x9-v9sr literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..84b8641aba6ca588248a727665442095c0aaa2c5 GIT binary patch literal 6665 zcmcIp`+pQy760CS&182IHVcU?^bty=d65mF1l$B9B%y3bQe-IzsCBYCB$Ld}raQBN z&?2bSR_a@8Me7S6!TM+oN=UJ70JXKg^&jvD{|@81GqVqto$$yjCuslF_KeN(oZnwma`&i86L8H8l9L<7ne1z8Ce>yBy|C+ z8S0Yba&poZa6rmRX_?la;nAiFh$*fdp^gkB#e%3qy&r4vJ_hf!q~>H15e9!s){|Lf z%E*wc#~l1r?4w65ko6ZvbqBE?4^+X02N^b121mJ{1w719Gb)cM8tIoy@?c>Yb6Tcl zr*C%9xiDv6COwtW6+_N1au6HvNB|Ak$gpc=aU$UT4D~0oB)u^qt0x*Q7I=!Y0K=uG zmE!51ZF3l~yax#zkD|$sO=xByHmk%oj_wrD$`F*bRLM$izrU3vJvO5~fHp)KoJ159 z$uB3v?v=WkAwV9=vnRvE9VhRXEy8GC`P4$nk|ko>odd|8SHSlFf4t;v0Cpfo zOeH0gvaUCd$wp&xTv1E*9KA6)MVm%b^Kl!5(IM&d4ADamc5-YH_1`tN3TEzR2wVP1 z$WP~J!=$}ZoiR6&V?pdeUjV)6XQ;J04P~^k0aZ>@M}{3vtGH}5#G40$*o()x;C%!P zo0_>T0tOjGGW{^8Plh#3&9`%J5JMOaU_V9}Hdl_N{sPv_Z6Ti+2spqH$y;k>1=6T0 z7YsUoe+D^lf`b;_x0_Va%7aL77ad}Vm2s$@{qS5Uou))3O@JX@jPA9vqG9W2vpBCDx^Q%QM>C!Yc)DRFCxTbW$i4;300L%jWNQ+%+T z6z>5MrSP-YuLO|yQd8NS;zHSUZ-!uBM$^qiB$FMMvXhhvT9!S{iHi~=CoC2=qkelo zaLkXF;~W7wN{4QxO#vqvs)=hTObhv07ZFZnvz8OjQ~7ePrk$op)a56O{dr)L9~heN zs$)+JKQe5ntX+vf0iST>#lqTf8ZYV~;2Z_6gW(Qi%&_}Z6+VeiGiiZ1=pCR%m|L231VV@HUO3dqaTA0c%e>`BrYln!wGx1W<*HP89KPAPO{ z?-my3fSRK`zwD4&M74l#m}z)BKSj4&`ExtZpWAKLXg5#M?aQ5_MSPP^;-v?nJW{0aFkxwY4MbZA5+#$oMT=IjL>0D#4H_>v$CF34G}-(Cq#Zhz`Op8_DCE4(SCU< zD<}DBpTbSBg;TC`hz`*W`iy3b%Q~5nYM`w~rBfnj>jr&1lT%X-bPjD8l^b$8Z&pZ* z!BZ)(N)xG+d6Z8s0bA*hdhIIA@90iSPc8ZF45f~boi*n6%q$)LRIUicc(Apr!p{D9|}@g zO}}fXTt#Jww;!wx)lwOzQ6j0Z&Lgf4t+{c@SI0H)T=5-Gd&wP-^BKDkFO@LKxKB4a zP+%#w5a6s3+H4&`1Gmh*?Y=TK0l%Zoo&%UtUOOnw%PU@`w@*^4z5Za1QuDMN*QOO+ zq12|gcBZx3>&vp1VtwURg-Mr*= zfyxM{JNkZ?;OwI^MCCeu?NL@IQeV2*qS`-FkBwB)!ok}zkHD|!gW)}T2dzpftLaxQ zXK)(E2Ta0EQv%Jc;qX>MZHQZ%s zG3?pp?($Y`_pzABVpS~WXR!c_1zXz|&`ru!U&RMwHIeEC3@}{4i;?O!_X6T>Z1>f9 zJ?FZ-RN;x#csdvG1j8ae6cHEjq?f*q#KbzU*XrS2z;QQXRdrs$s_h6)JyH< zW-YZ{gL<^iGmp&M)VzQx7p`H`(K>IvFCs>&BK}Aq5@hqxUnfJ{_zS(CgMSIvQA3Cp zutUH!!P6t)h=3C%f4u@u0ZWLLc4UqnJ*yj6uX%XQ5~2RC1e<8(G2|n(@^GjpEE3G} zNTsiBFsQvW);LxL9!wmowV1(a8pI>!5vt=M=AkIzhL%Q{#}-*Cs20!QSqtHi;W2}x zn{Yc6^1X?(!)@+4JeO$mwAvs|w0Q|@i8i14w$|wERh&<>iDnI-(uzNB5p0XB0PnV^ z|Et;OOsPGgUJCjbX#_W6A1T3O)!)+Ewuntv@P%SjmrAuF+Mo9mMSMP@{S?t(go~tZ z#g}ZUG180t3SUd>6?~<#o~Gw%9V{Z^%w~CBB=F}sY{KL~VB{KHN9Xai%XsM;UOpPW zFo%~GA%uMMcx8V}_`9AfxY!c@kyZS}ZT`As6|Y*w&&{?)Okc)B78&Mw%TInACf@Sm zZ=`Y9)O-_eh8T|E_xQu^2rM7E@po!>;T`;gO5mULoT1;ppy!u5Uc>7$G2$F9lcZlC zhdYkn#Bn8#d0eFu3vs-GYsbNK{1$H>N4<`>biA#jQ-`S2e;D8y9g8}y>v&ejRvp`P a7&>aq%32*;bVPKl*YSXk86Br}-1r|Zp{(x! literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..b1f50614f13f43c79116bf035cda3cba808ddbeb GIT binary patch literal 1591 zcmb_cOHWfl6#nMk(ic@qLFD0^qJY9J_*#HOED(#OCYG>aVTN`nLvQDjJJSYSvGP~A za^+Ipn7A+vOMjH{+)^Hi3o&&wXXc#qeRF2c(%zSlAelyF(h|+gF7x)73cNV zt|*xZY=-bWLCgY!JwCCKKo`Psgb-l}nH{MaR`dTWh&hJ17QW=Jd?$Q{vGIv~)ibVC z`_74;8;aI>RXlYgP~{?i^Bsmcw?H?I<~_gS>eQxd98N% zA?cIH3O|A#hG?!(Twg3?ml^UMz9M~&doF=qq+&>-kKy)TKRSXd3^U{Hj5xcEnj@7F zzT&R4B({0oHCaz-qdi35NY#z>9 z8TKL;wT?c9Ls2VfuO^bA;bc4)aCN>pt%7si3zR z7CNh~2quZ~ToEwDPKN+Pe|vVcro;Ndp3u`(L!F+bQNobQdnN8}aO%)4SF8sMLr-2R zQK;9pgx}W0in5|wBZy(-OL)%}uKkpb^e z8@cfZ4l`6zp&-w&X-5Nz(&5l)G)O$juE}qRexVIRhStQf5;4T-)QfJ?*e$?J8xZ-5 z{w4-Kli4D6v>1U8=irexe75Ct2@l&|mw_as7_Jgk5W^Hni)0YP;8_d<$I3PdnK6W6 za<%b@oKs{?;yxY_l|^!jtdB`=VH!_JX32AeFxNI==WsoT8#&y>Et0sM!ySxnf@!2N Ywuz{w8H&3aT^eDHZjE~y;~Epc0e&g8djJ3c literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..11a48a304d20708696ba8459cfd6d04091d6c306 GIT binary patch literal 9364 zcmb_i34C0|dH>I9wU^e`O0tY~7|FH(X(emHH~}o#U>g~)Ey=DWaKNSP{p(jP1E~6()+&CyG;uHfAik1o>nUfTj6Kz z%zQKR&3Av_%;QUMz4AJM-O8h|$4JGdbGgZwF==KCRxFXro3RPgC=}Uda!E5C+Z*32 zb7O_PQ7|XZ97ttT)|8nXnkCQ=rSPuRaolN6q_Sr6fQ{JMTBG0_B(}mHg~Q#$r;S-7 zmNv4JF&>r5P7Yihq~{)mZNs_zWbCwAIF&b2Su18_v$=v%Naffc%@szA>GXg?*Gj9n z#5k2UxvVx{%*K-e1Qo8G&K1(BZ0z)GCYH(;%zV~J$KqKb*GeTUKk5{k6H{hl+BxN@ zkvB3X7b@J~=J3d=(`KSjg~OhE!dQp(A%sz{5Vjnlj}l7&4GMl!#4hACDcsaOT#Xy1magJmSr@1%$!J5O*9)nu2a}JX%>#; z_vdNE=3#9J`_qO+=A&-PHEf`#L_*%i5j$+d!?*$6AzY6hT8g8*#Y_C?RanQP#!{J? zv?-cb*wEcmOtu1#*c#v*JO-o(*_?;6{d8^GMI-H zKIJwN2g`_An93y&8rfvpv>3f})5V!8G1MivMH|P@%$QY{pKz@&3wj9$`;ByZELAWE z!Z?J(A;d9U@56|~{cb|nXw3_!I*8=3BaKYfN2#zW!=i+e3z`M#o&raY@gg!_oq$eTm5X4MQ;lFfZ#oWT7OM!uQJF;|$9?B-4;&O!#v z2lA9y*O-}}=(6jJlTu$OJim4?vt#FjG0V)SjCAU(&h9ZYo5&?uJH+-&bh3E*kU*IG zoOoQhA!%BPd}@XUX~o7gsyoXN=1cNW3gnXW56x!Aq>e~1U4<5yQ#k)l7^+ePEl1Wj znvXD&FeUF#C^U2>rc&vo&28$enWuHEKT%?H*f@KJHa>-v)B&dzSRP8vQz^J*DfEM; z)TF0P+lq(MW`=o!ai&zSR3ckZ3+_PZxP_#$EOK?oU}jkg%LSUfX@OrqXt06!=-Bw) z(fva#qn5FaWf4$51r&p@Fssm8T|TAbv|W+{T|4{npu!egHd2I2g;`$6epylvT&1M0 zfEIToEV(wtdKTX*V*NISR%_US z8CZ-Fj8?f~VWvn+SxzO(TAetgRrX(noy+KSMN3n7vpasMGRZo(A-Nl6GP!IlV_FuY zSzl9cCEV*bQRvsTDLm;D=IIH@5T3pi1PbsKGpY^#dkDaoJ?hh9!!`s`cin9 z7ug@6#TTaXxd%p4mcyDT16;~9#Bv$<(9tq)-_#uUJYc;S{I4egJ z;j5ZqNag>iWP-<-ye-qr-pC@qkfKo+j0}URI;2qNn7EjwkcT;KxrZT)&FgWThpp^;x=BLSLKhJFQGCaIJ8#N(sH>$mN29TYh1@ zgwKWWA}-MGj6{N=xr>+9B?V7cf|ec;3E3>fbk)P6U@*Z_M?Xlh#Afw(u)?ygH0DVe zYGm~T!mA;?CeJRxGK?|0QbSjbpAq$S{EU=r^YmXASAJYpXmbI^r>KeKm@#1%&Wx}$ z_Ty){nIT(wN<1sa(&KejZ;8;^**Y<-3GaMnv$XFrLHnlH0$`OVTez z@Vvs-h1-gAD;qX4r;-LQb;d;LO8Bcf_>=((Uv`_uqTAdz>>9WTYh@N+G-)5{E}Rxk z>%H!G8fVsZb^LYwMhL%#-=tK2i_U5fBS)BL&4-W{GB)ht4jc+i)ltxkk=8 z_{PIE>~AXf>mn`o9%rVtJacoTjs5v^JA_EhfbMA)c7zCXn9xwo1W~9%O_6qP+q@$X zxmF|YIQYgRa%3l=A@&vfTkJ#Fzb>+s{cSsZkuJ78%on+io$J}&z_$CKA_ty8&#?xZ z1dc>St=>Rmq=`UH%>r-(flVdC7QoE}Z?FaZp39GT7bZ4Fnl3-@>l3r!d*v%sdkj9FaO?oPD)E*- zUo1Lc9p69_(<8==v#rJ1c25;z!trd@%z7Y3l-1YSZ}E~)A-MD_4C{VG80cbO7&yYdtlHXK8wou0D4H5QbBJD& z@ObYWcJA^8~)Lx0`{Hlmf4?5*jr1pbO#}C}*w2Dszu^0Pzn2#ey86t>iA8Ni?)=!}CEU;~R$Hpq&q2x*5q4xu{NeKjlg6$%X54J@*rUWbd?=1~F zz6gKKa|p>vZuk~^@B;UHAoRAu^EShS#}EFW07|_ru}=3r{HiZ8X(JZ~7@0QXJ(`I@ zhdf3M+{ZZ);V0NiL^>Yr{WNO5FZ6x^p2tvI^Fr@DJR?G9AOGg?EgC4aa@_73cW~U{ z8gJovOKI#~pmrU6{=nCXb5lLRcx7Ttua0%a8gGb@_K8Mce zMSS<-D5~j}Id9FQsONH7qLE2Zt3N!Beq1xwX;X>! zJITPp2k@{~frSs^L*(WyqLb*FAcqp=Kg_6Kcoh{y$;LG^oXiKf6s}`T+s}?^KR$HX=p~tW(x|kv6u;&nrwgjAHX0xyrHO+4` z{0GHcyna0E$K9@fpJpOh#M^D;?JkG6`{~f)d8I@*PPlDe<4i11k~f(>&-5szz_@mQ z2_fU!{e8M8?k}NcT)V$StZ|<341$qXxp_LWplNdk2si%t9DZsZpP9o&+v6l5i}dR7 zIPK$Q%sD&S*~))jn#JOkAe8}J!Yj_oqmEzS`YK+#m+AlWFX0Oj-{WLIYiwUZ3%6O=WnsX=poQHQ z_E@;x!o7OSN&S1w!jOfe?!TV~YvExUtA!6)Ff4r4!s{0Pm4QVHIS)q3{ayHNa{G(; IW&Fzj1Le3eoB#j- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..faeaaaee6c31457af932008078b2d4d97f739729 GIT binary patch literal 6302 zcmbtYi(eGi75?tNX7&N@u0mZ+EQwTEKo&8g1+)@CT?ArXqgC6c!|oMEc4u*C7R5A; zeWYn^YWi;NJ4sX0^p#>O5|f6Sw&|~bROz`hv%|XXq5?l=?(BV>*FERE=iLAP@7=!x zIDr2!98uK7R6akEP$sx$=!tZ`z!T@WVic*(;tX3lbQ^OCuMQ86}Zbw28zs;}>|^=pC8L8(CGmoG49I3^lJMRL$T8P01#X zaE%MPnUq7SZ)6=Z^&aeH2v>?B!Nbt?=%PsQG5GpaO*IZOxLe|5Hb$Cy-g zhU9wWEw>>_?k|~%GfcMBFdo;^`HV_79ugnC(7PT1dgG@UwvXfs6NwAl7%wQQrY96l z%NyoS>4~wtF;>iGNjS-5%nLFi4BISgCN9k6R(3O~83kIergaG$85+`)JUwL-IIa|w z9H(t(*x6FWQC9YhJdLy?!9r+2V*s1*F$V99k}Yx>F@`{f>*<0zZRCm8Q#FjVGDlBX zzBTBq>J4El9`nP6#~F51cZ*6ROZYfL{WzacHIlEG76HOAQEQJ@Wgo90v%_;BpPSC> zs=-S;9KsWLGKeN@XXsr=cu4pJL*u0ak#0`$?D=LZ?4J{1&+ul;x;*KTwW_gTb=#3w z>_kfdI}m3e?5YMYH4Q1DjUmLfOxYgpTiYIz9J|mFL^~1;wMaOEls1y#z`AVA5G3=I zuyPd#bT|)k3nb#}pSM?|wbR5k*3Q7rpgyRgclD1X?pp0j^qtLar zDO6*_Ye><1ze-iLJb{!j(Mg7$3f#1_9FgasCYwuA%kaw#YXquf2%p901mVv!v{m2gXSFFU ze@Q#6@@!`4a+*(zEKR}}D9LF_T3OF{01DEA4B_3amgI0Ho;-p*%Qw%~zHB>d_f!|& zNhV7U?2TDNIqCWa)8U1o^~6K=z;woHaAY)#6jag?sW)OD73gN+RwB z9tj#l9YrfSx|7v(Q^;0Vb~UCV^{qrZ!s->Mt4za>l`KZqVTeD}#J*OMVn0z`x-x6v9M8K6COP%Z=8yF%Su3>{3%L&70amA0zc)livJ4>w%Dd+tH!|n$$ ztXyTXe9@0D;VPZ%wV=Q`vr1V&nX}taluDvN7Q?@$ zgTwZ!#2}w8@U*CQDS{-MASD1Nsg7*YXEkGz>r_lj+S7tZE{LYQtjuL?j%cHcG2x5@Cx+-Wc9=_bp$8ki2Vs7aSdB7aX-KO(!}k z;zC@DkcG*h+iSo|8CufBpcOE?tXeF15AVHe%3UNZ(g7|!mXbg_1kIZp(WQ4xQS!O< zM3Iu!98YR9s;*KN*S}Kw)7k;LUl4GVPb=9|3gvn<k06sZnLxUgl4!6PkJ9M3I!#=ssv5tLQqXtCc`1Uo52gVO1~;tb`9ayv^&> zeNu;a6P9_&>Jqgv0dDmDKKZhb+Ay_SMDbtIC(~TI*r8r=Gq#;t+BkSy7ZCgleK34L z?~v6=Z5{oJ2)w3cV!;&L#1e?NMWeT|xjnjt-t*Wt*0yUA%`WtK+GCzwx6w-PMRd9# zh`O*uZ-K!fTtf?9HJLOKDI#Pu5nmDPHW|lBn=YFD4;rs?QI}B0dPfAh(?XKPl^~M! zH1K>|wA+$m)N|0??e*{Tu^yTA_*qYY^#t467tu?Sg>K_hJ$13rB8C`lK#PUi-HS-N zvCr4w^<3@tQims2=jmF+GmIqubWC2vvtIf--6J=6z19rxBF?$d<8SavR)^2(2sC)Z zvehG5JwfUTQ_mch9>0P2i25R)bD`VQ;CY+$0p3`qKWaVn?4+lioal?mjrT z{Ly`4&Mn`3u%vU#*J;wd!p<#Up}q=v=axBjR*JlQ{0@{e4W0#LKA_=6a2M`i$C(Ci zqc0}M{INhR$QCg94vFc;U3y=Ee;Kc#j(kzVehGxE%p>8ngk0&rUqT*OMtAuvR(+Od zWAnyMo0iE@A578oF5&Y&@-E@NjpRGz7A4Q3uf0%dygW99Z%M-Wg>OYLjf=EMc=(gl zCqlwQUM zKJzV^Z^6Y15upTZC9D|iusMEc&N0eW2=|lse}z^EsgDw05l(^Dw)Q3LxP`B+1YS8+ zE9e3x(@+GJf-XQo_Yz!0bq~I7Q|%$S$dvH4w%x)vs>^8_n@n$Eg#aJR*fPH9z|6P_ zQ^4UnaGhDewVQb54z8bxerF!9EJ2bN@cm=0(I0wl;YMrpXIAqIxB2T=R`Z(KxrC{k z*k<9>lF*i<3y{5r2vWTGC-p>4iFe?3nBg?u#hpVjShjQHUo`H*d-ylCz(@4FK)+w7 z=M5dd!J8bv#T?!uO20b?cM@+W@%tqHfIm`;KPB;JymJmrCrFz=hejPYb^KLFmkwE{ p>ueNs{7uI#9lDM^I`-;Nb<~@k5gogA#B^-c@tBTj9T#;h{2v;SGI9U_ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..90df967fb44c9d69c2eddda1ae6927c0e9196775 GIT binary patch literal 1570 zcmb_cOK(y^6#nL3%B!f9YOQZ8R9m&ZP+tqwq+&H!DJIge>B0;!;=pCDxib)T#ma?0 z!<9>QW8%V)F8xu)b1Ah=T&Tg#oH>v0n=^CfobNxregkj^w-`3KbUMD@a(GK9qn(By z2vh%ez-;u%k}LV$mt09-#lRTSZQkdO$5qRDQg4ff ziNR)w-j+(5yA1ZyaxH}^M3aah#t<$KlK4jW%QblfhxM}YDzVAE#_SfWlvkPzuf}&Z)KNB=;i-=;llv7;Wr9>W;QiZERLnjF{|L%sZ6nCrH)yqQ)Zhlj#|0Y_Vjl7 zHsX{_#~Pa+amDJsBqa}u{4%CZaGIwX0~9b%tE2)m`=9H{&3M5F6VN63Js-lAw3#F zMB(CzqLa%OQpczAscgZqN(D2QN*82TJDah?h$^hgj9ZxrZ}~p6WaceSR9Np9bnnsQ zR>r9#XxG6QVz?lRW-L>P*`DEs$t40qA#92DM4Y(7rq0270?}q>Ip_3K4X0GjIK|SC zS(>m)eZsr}E29Wul|p>JnPQ0G!X^Z;CI-XpwZ#y3dlxB$objx!ux)U0$1Ui2T6ElR ziY53gy;OA<@YsIqSdQkWpToFBVfC2h>@D?|h%sxAc5r{rw5ey(FQ=yUbyY+txja&P zTzU+bArZx;xSR;^oHBPx80!@-;8r8q{AA7&k1DL}?5gL5E+m`LiEbjmk0!GAOXPt_ zyt)Cs0-2Qfw=qfwZc>PFul)jDg%;V?2PK6lDf%?Y=V+#wpDY##EH0ZJZ1xYf(EFL< zA~^ONRD&|94cckGHg>_5!|GZm<@~B!c=j>@}eWdLdJA1TvqY<}5rgJ!#dMe%Lp^ zYS?)i^qaZdNY=6XVz?OtQS@VHOCxSk*zFf|Ntm47!&@e-({bjw-So(~Y11B~JgLFX zuC#(tJ3Wly7zQyE#a`@VS}IvKL$8A3C@jg-#}rtCNlj8~xCJE)V_ac{{%pCBAIMpG#(sT@>N7j17yL2N zJ42F^j$@)3SrD{s_IRvqjM%)#W`BrS4@`u`R2xQK8An63332pJdWw%53&fEhtvlTI=wv6+G1k ztip{8c)RMYMRZcQz6S405HO5)vQj%QqlWRYLdTKXfS)*G7K(-Ge6egFQMi0TQ17Xz z#{{ZX>6QC^gitj*Ht?xjK5L1ViB{+Ok0lDdw8@m`fBFho8-f+)(X4oRDSceTqr2`?H9w} z(?cxS z!g!V|_PuJyV7h<%f%M*C!q{(++WFk+Im|TSG@h@$^?J3affr+VH%>_+{}8MC4;wh8 zaOrHp?Oh`V&HT|(leZA_Smh4$5gm4_1ci_JK{4n0@q4?s%;8#_vgdqsxAfn6=6u#` z{jUJtSKnRdCHz|yXYo;5<==Ts-3hc!H7@7}sbl4We$%j1JH6gUTKzxqUvVhB%v|Yn zr<|;hv0BQpnp7C9)LaG^>jJ^rcM7-q zsvHj&H}u`W*tW_q1j~G#VM$Lcz_St}yeri5%5uTYsOgwo8puxtdCd#RkCGpnNllP` zA}b^2w!r8nrCvUBa$hvCCZPY$oQwvHWzj&Sfo&wJhfTWS1R2S^NR%I&-H$?x1UVM^ zEDt>`6gm5*$eJ@J*L7|VY*g0=)_3l>B;IHQ+5#JcY(u(@L;^;G^v=GgF%)Su!aMdv z41SG}*2Ff-wmBX#Vr`){YU2g$1#~aSUZ~n@sP>lWUW>=g*xh8T67IWRdSj6N)xQ3P z)&6>84f|(KZWdv*c)F(r)IBXAS*YDBj8;x<+Z-|4^+p%%dg)KR zZmea0-R4H)61Lo+(YTbI%h)E^UcO6F&Oqdf{mb2LITE9{g(Az1IEh+g&3SGv}E z_1T9*vmaI(@w4x5>=KXiQR|vl5IpPM1(hJA*;nIoC&t33`@m-!o zw_aN5EzwVNLb7`&c#CQ0JD${8>B3aj&hk}Y`|L|K6T?V$te{`r$;W-IXc^?I`EWUZ z)G8g2BOtf`V#drJG7O*6J-gSVx#xx=^r6`cYI$ ziRehNT*_EGvm%4BqgZroK3h$?k4QE)G1!NA*c#9(nTYoNAxDjD!))X796gW5hv|7V zK2g`u+T@B%?mr@*06wkxN^1EG$1ZQyu-qwtACq!7TajaZcf4r^Ej{t&{M`^=!QZ5M z4y%*h&!RQi^DNqv8=ghS2Q|~5@OL$t#PJ}vzYiDTeq4eFa0TwgPx&qBvc$z$%MqD- z>PSzN2xyv!9>mYsUlH{5cD2{PhDf=Nbdhoo88))LcvUET*D1u~ff-!!JbDxk&0ynj zvb$%)bJ*+(_jAr8zts>a<64q?srUnw_+E5S;^o*v30?J5+<@ptL-HB4et?~TUM7A3 z6%%D*?gUR6zn7Nd%DRl&YZ=|Y2qXT3P+dkHwTvEEgwb+bU1fAxt!iq~#n;qbtkqe3 z@wIgqYZVq>%(q}VO#(I^-X6$lmX} z1!32OK5Qj(k)_{*UC*jeh_H(YNCsDh8oYk{kPAnlcW4lv#tp7$0>TCaW6jNEbz{{s z8wHvC6c z;ol5y(?r>l<96S;gX50MI3$|~Aok!TIvn|5tPCU2(xR~_;&7v?^KQXm{2>Js=Y-{8 z9t4b5yas>d$@UB#BC?suGYEC}%pmg=#%}HI(Z~0BJ7fb(y)F!sWM$Cw{-}NY3+Kt##xcfBzbOvup zwy$dqwML%9eaY4a3Bs+7jKb}Pan~bQlbovvBlBZuO16f*5bcV-7Qt1&Wu}SH;wluz zLt*T#{QoY&r$oq#N?WMXc2A}K1PR5e`em5$-381rXFaIBHjKC8ZTh4R>m%2oS4ec1 zKs~IFoTQs!ydCdA#AuT%j;DA+b08w(e=&nc&){!o@R)l5L?SU&Gwz||-;aOrR$RnZ z{tMCHb7z7wNAQpMCvT>t3Yoj*MLcnc8SI~*##50G;h8;&fGw{}h3&eo0yzJ^VU~{B3&g3ARr%XFr7R;rlnW;#d40zz?*K<=baD z{v1vF`NIgN@r5+Ln8ugzWw!WA8ehfN4nx`aI=*ojNgHczeA7n6#hZq+aYpnlg1%5gljEroQ-A4XeE=- zrljR+>3u_6dQhk-y}-0dOgLQVNn3iC9<-(RAJE@%zq7lN6I8PTy!W;Cje>gk*rO=Plq^q{Wg@@&U5Nj(+qKA6+90|SFS zS}N5yNvg(1Q_mV&%D79ib3Gdas6W^^c%8_K6rR7$Y~>RA=F0vFlViyodFpZ8ikoy&5*kuVjk z7N|=c(i3A2gWXzI8`tSxfyH}DV^8~z;S}L!rhzJCdx|zrt z6S)j|T~Wa}^E77Ej-lS-tgav~z=eLe@D_pf<-=g1aTQ!FP&1;B8fog6Psjui7_H=+ zCB-*a(77nHCo?{gF^!yF@N5v5;L<8IV4c9G6{LZJ%LMB0%#vl}u%0^DXs7dSGMxn; zXHDQFc4>gi;O&$h12XVhZ@+N;ops6Zta zMMVmZ6WF{W+X__CECuWnxNTX9y}Ato%`23rBy9#NHZPwPjxYsV|Nl8qSeVR#w^rdw z#E3pxBB7gRLi;)Y?P?ne=F1N*^boz?GF;w`APMoBM;VVw9nIQy^Eo3G9WczCf+W+U z%#=Y{U|3q4S1vTD5fsN&KTWXf2nF=l%@#d75= z6jYEd=B(q)csi*c5m+Jq$Ag%_9nycSI$FzT)D7vebmq?V4nt2R`;H{^30c%CAP9Jx z;&!n(89*L)N;Xj;d`{3GI31s0W#VvMzhgx_F+EuU^ts~HUR)pJH?o^)Vqy=aA`9xCi73&z&E^ijvZQN^@N0D|1{MxOXh4w`^ z3o4!v=r27z7GQ4~g%+qHZzj4NKz=fSDSVAb?wr92A*YQ`sQ3mCnOZVgECTAwh`dSS z*0=DKoc=W9#wjmkIicbi9$2&abUdlzJG?Ql@l?f0c3VqRF++)2-JBpC>ZXd*bfz3B z?y=T@is$9ATVAS2Rxh$hak3)Xt50P0guEeP+AEH57Mpu{2hm_2P3I2jCYPCP;Le)j z(OY6~gLx>EPbC|8xNjKI8}g`@$~O-Jx{& zIN}Pa{WT%~T2goVLIJi_{q>}fVs*r|UR{;)7L55LiC({P|TwisD?9GL$>6{7;1;1zYBBPoI z4JSRVTRz!kwvVy4xnNJ82cmI3o}M&JgXLTI{Phv%_Asm^RAmxcYM;jQ1S$5)m%yq4 zBdrhR$4B(6)6=++SMl2D45rn?IV~|Zs7*N2{KLj*+PakFaX+5s-C<8kGnrXT{Z5Zf|tbL2L4s9gPd1-ZpZA1bezh7qz``Cuqu9X)^3;I;j@-mRUektn<9bc)^PX~&Tk8^<$D?z4Yh8VL8A*X zPg}&Z;S^fMoVxrSJO%AH#lDHVwYTu z{jQbB&xzE<-9hbY$^F*W@D^K(LC<#g7O#J+PsCIa^NUzO#HvIrC}PzjR@2%xgD$GL z>J+Yyg(9nF&?oRPUX843bI%~|##UdQ*K>S}mmQu+$kRE4>jh@9HV58f=mf zSss=wt7kAS&I5sQnB~7q)onJWoo)oj1onekgo8 z`E2F0i_Zj~d-*)ZXNC`*#Jhs+Q*+NPvdGlj6U!TAYVIBqooSb;xeWU%n`Ub6dX6u! z&eU9toy!?$YHkgwmax&(oBx#ri_G-q>!*?5U*|cABQKI*21i{ujrIHMy!F0_8u3R0 zk*Y{AQXQ!gC-KgwXc;&D#`i-A&M|gFOg9BrD!7}u<56&{cc!P9` z%zl|%wG4#&I7z1XrRsxJgQen8@&j(N8GyGu>OD${+k&A@0NE@Vv9F6{N z(Y&{GiJ@)+*Jn9Hu4*Usl6VtnX>FUu`V)9$9+^tH+NcyLn2xAbK&1dt>GN=r>n41` z;Toe}G&OuJttarM@_Jg%AST;jD$&_?hKfgvIDEvyap30DaP2>dFF%9FPh)C-_^Z=+ zd=^SbJ&CXHY6*YSa{|*X;cwf`3Agp@l-)dQH_zG43pUBD)y(4VXK;}X?*$|d(255b z&0hS2`d>=Fxp=gFEhKOw{(wJT6XBId2Cs3=w;*A)wuRmJC+S`I6aK{(_&1+p{QX@% zFPV55-_!AZ`~W{B=N}z_JB}a6@k$&&!B5%ZXK}oWpC5oQ@eBO&0P0Qr%EYftbed32 s{znP-oA`~1-Yx15PkNh`D%bPKxz3d3D5xTrY#?bKv4-r3Zy}zRWC(CZsGF!8j+hkjQU3%`yj+H^BvQ`qFx7s08uH?5~39Wn`17k?3F*pp- zyGkp&%;3!CH&YlxG>Hge3=#WM8HW3n|Ju38kTfz-!c%W$z;JmsUupW*Q~I^L?-!O* zbf2vMf)VNY-{9_!l3Q_^C@nu=fcipSQ?>pVz@>! zhn|}u@vDUyP7K?<-`g8+UP&|GwA801>VAey#jgo(Q&6jIdvYTj7>-qxmeqD^TLwc< zVqG!cd?wHE<$jEK7(Yah4e5)0%n>XNQAdF^qa03=RG7mYSxz?0Vd@}<$$@hyLSanfG(jEQByfhJ zX>-?Y6FCg{`GyTj@5ol|WuFvJ|#c@y6(YB|L5GRt1DTK z- zr?TT_IA@46r9lYXH21>W&7-M|IlkS7<}9rd2n?h$slq0K_q7in zGfo(Zw2_%ej1}^!%tZfi5pFJ@oyrvw<5oJcS2g>qOjgUM3#oKsIAs;8E*>Efd83fZ zX7-uZbefZ9?AdWZ;OtwB%Rs!6k}1=&$mPU{{frWwTsC8w{hQtl-fM=l`H93avv4GD zq%u~*$YinwMXr??%@#(d)9HSJ=#^%1ig6@ua$0SEIx{pLL`Y!O@oXWT$|R1Rm`bEF z)PRhUP7GzFkgQbF(hwF{lAJV?$DLjF8hK;N`mO;gQi<8Ub@v-e@798ybU9<+a3?&MywB^ z7dKJU9YrgjqTv>S1>9;ZHI+-7qtt(a#qAx{H0xIM)nfz5`mon(2-=I0V=PirH)4}C zjoYNo20|477J(r5+9yqvhQX%o7X_~4mb1G}dznGV_Di>LH|@KSwN+T)@QiG&UB&c`qO-*&Q?{n0Gms58x)w*vLzEnK zBJM`f5yW9;5~b`Zl{t|;ZaRq@!)?+iY&T@QJ*D9t0?Ve1I%y-#6g94e^j-?7_e;D`S z{t)hk(Gb89fycavzO7!OgtLQ&M0GsEG@cL(^?Hxl*MJlIjNQE(h$q>IjBZ^(5VL^!&S@h}9jF@i z4v`ikZw|^ibEc6+c^(SmL42Q#mEX_QFa}Sb%wXD_ zVhSO!t9WXt1a?I!c>T6xfig+^06ticAH$C`m#<TO^NDRm7WC4-p$9Wc_6^9oDDlRTSN6YP~%DG~p29X^R) z5xCx#m^{48lesI}lH|g8%I4p%g)xjinF#y_lUs|fjZQW@UC2#S*L!AhI0}4K4@H+^ zYpe7?0_$f1a7A0u@LnMT?L)g<9yp1OQ&*Bzrm3lHCQ&>^I2EE|VPuwA?n0YkDqan9 zjMI+$rBh9{#g*cy2Bx~6y9E(fGVPeXTTy-Hk=>Q6(*=PoF84JivcehP~fq zdSaPoW*txOg%p*)U`*wh7VV-7bWB02zCh`?eGP`g0*P(GPC7C}E2)yRNZXax95e~^ zRVej5EL+3xG1RLB)iqBIzt6J6n_{$vKV%`~zRIj3dY_TWW=>6Ir>*-Kq-Rz1-9?g_ zr77~dWmUY}=6`pQyl&fZbvx4PE_YnrQhGuB2_5hW8NHa&+}7T4xYBfsz^=v%hVf_k z^AKLa*O)SS4>N8XAVe<^Uo9Bh*_mAU;j%`K@aVs^Poz9>;Gu(QfxXU3MZISMcT z!uVVKT?l`JzZY12MTtad3cYjSza^hHPRZ(i30DpObcHm?NSouTg6CcE&&;)qlr2;{ zez-z(!cKRwEEdGSsLA%dh!boaiO(qBYxp;T_M$b+GI8L!C zYWNSP0@c~$;kSnWWT3uU6v{)(f6@87`Z*W&-lZy@{C6F`jsKZ@bC)771P%Xp6`NOG zsy6@sI=qhWP{T@R-O}AhVvBnXqS3?R;VQcAIKf1DO}F1Ygv>Ht8HzlT;MzHmvF{*+ zFNCiP-h|ySTYl;Vs;(_WZ3wT50G+#$O!5LL$`pCV5h|KwIMJocv6V(;)O2UTfg}%4 z>dKAv0iGu}7PVzQ*@QgJ8W~w(7vYdtAn#D>+%Xwc-W1UOuxJoEk9(q#moFat_fOJi zjgJ{e&B7^}v1wuvRX&nVr#m)^?x1iVBntrLsIG94ceRzHnTptpvMJu_&tE_-MfxK}8rn(3`I-OB>ELLK>(^^ONt`#># zcqQD%#L^=-W_Y55N0Ky8bppdhO;+P3vELg+71BZ*ruWy~`^WCyx>$XTh_pR`)tKrknXDy!r)er01ieSVa@vW;{7mS30K0UO;zg(=V zj|ABc%Q-JT5%32W=nJ=IgF4qWa7;cM`HVz@`XV)dFs$t8oTD5EioUw)6CuHwK z=s~`5_u(#bN4ai^YAtnkT(+xDZv{uv51&LMp!c$IBcJQ}ylJN(<-Xv}`xBUb5 zZk4LcJHA`4BCJ%aX$ol?rQ5Z+ET8V(Q>J6jj*MM)eYo;tm#a(RHL-*K&py(vDh9{u zh-mT8T@Te!uigvbLU08tDTDYu@ZTgV9R3 z?)M;N8!TYyI(dA=$T`cJoMi{9AQK+SWX!xu<>gr_G?tytC(Z3CiG#j1n=M$Za^~!d zBMUt&f%)kJgJ_bO1Ow6-djV=ekk5$xv}49t1T8bh_(8{vF@DFv(6XO!eB#CmxcoT7 zGrvyl#m_W6V{-o$vY73{Sg&BnG~_0}lkb~|C-3=DBkpAHbEHM%b4NTh z|693PiwI$@@FON_kq`l_7aICR5Sv9Ewlgcei}QBc+oKx^_K1khKGl*;^Qo3(l?*#O zTb8Kx<8n#Tz|4YuP5nXa(9r-6YF+oJ+o1P__u0QlB z0ru6h*}~?ci0=Y!zK8*VgBP&5FA$4&b~X8%YMTP*vDK#eAeZ{#t6!$5UqJ@Tuo)z^ z^?WWO#cTLnM~*aN8~Vs4xoLuk(0`yd_AFL^iVd525_<^0Vo=zgU^A#pBN}l#2CD#S ztprp%C!pp6b1oirCFWhMBsTZrJymyBQkr}5URN^Sot0#&Ev_z& zJ6vgafhcKI1LBoHBlcBAUrFFfi*2s+8wB{3&AgwUMY^n>xm?!s@E!CTsuZ=ok?nMP zT&L6HI-MT*!JTqCJ@SJ)<#c*nr_&OyKbK22SdZr*db)3}J=XYF|?8RNLC3{_7Uv&-#Z5Bvh6+|FhU%z0% z0_yM~S149c_^(5P^=a9X>*opFm+i5$8yxWO?7Fx}d2uU2yVcH$WaU!qGW_w*3wZY#JUkljR1xPQ ze!`Dd2+9Y zbD_;*Nkj8yW?(YiSSV#CeE2W}?GwVMc-5lhcnMECsl_Fn!81zkm+&mkl0k>KQpVaJ zCevgtaNbr}v5BK$zRT$Y`attTkE5YkA2@^GJcr8{@R?Y13xj|Cd3;W#KC4yg(;92i zR7w@;xtE>$I7W@)}*F{ob<^iGltqFZ!kBhm%8lN z@QQ|G8u-a6|Nnso)_2+XBPI?jYZd)VWhzAaZ&T@&4|kFeNrw+P)Js}ioyp;4NB?v9 zJieebDu*xPOG;64$`{JSDyMuQ6B)LoFO*IxYFXJny*H_5e zmt*`<1s@1U{`3O=;xhi~0{+2vAX09U`}M-d6)dkfEAA%-GAY{mJYGHcJidM~@~@F^ zFafK50ULJ5Y9g<(Jr?svzNwxZ{T4^h;D0%G25*eTYF-fHyzpPfx6TWV|I2sV!QGlf zko>XpzLjb(CU3Nh@|lvKK@k%5&dhQ0N8&a7yjXCMJ1l%gMD*Yb_!zera&xi#InfSW z5Zz<3T8;$x)A$RjH@(gqT@LGV{24qf6VJd%kwBf;!{^>W9lpud9en>fTU;mZA$*_M zr?mfTY~4&0Zb7Zsa2Pd1;?^P2HzfMS0H0#xkk}+{I}Blo&0@=8^jSz)Vynfwd$G+z z#6pXO#TJ&zuDIPoyM+!5%PrnNB4FWVHSP22{}(NM$-9UP#MM;* literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..d5c16fe1f1bd56e476073acae5df47e10e15940a GIT binary patch literal 6654 zcmcIpX>=Ra75<*K8B4M)E3u2hW{3&iVmXF5R5l@w?SPDJ0t%raZDA};9L4g;(MTo< zTS`l5X-ij1=|Wq&n9>Dm+BhZ!Tqs@WzWr>^>A#-->*@cx-wco{8?&k8pBy zbZk(|WQJ!+*3x3?xwMu^pVD&*guo-C$Fx~3n$e8O=p7Ts^klwobSj(Aq>U5NBB_>7 zXN_pu$m=;n%S3P04Lzsj^;Dw7s(*AN%Jl8-69}!AufQYFbLl!L@Co?((?&YKTfp7g zb}$GPHGX*E7x3hdrcHsp8&b5~YgDw9TIUW6T;EzDCRTPSA(>24u^<}JbOTas;WeU2Ah=4z( zo5@^yCZ8p*8>@I{g~p89VKh`))fdF&xS|FwTq&@vav-esu7axt>L&Ebv_bs}Ntpx! zlhrn7UGZ&IbS}vp%udf_&2(NbZfy|P;MxG1v6U8YBoh=|C(!gjjyziudge%rozwTp zoECVlbz`w}$#zs(u)en#2iK$3k8NlZAR<-5j;gLx&>;}ija1pL?b_I`QIGBD3ZN5F zfod#DiWIj_pm$@=6$sETMFbSM|AHcibQ=iTHY!j_*&I~tyl`ST(iH6a|K~x`GMNYO z4&Wxlh(KC0sheiYq@Hg{9!+P;P7AXoIYZ!YZ9D7)Ty#`Bb&_e{kDFy25xy@vj!I_k z5eVD35x=oTie!RY7nCs3*dH)3v92PH$$Zev*4ad!gF_$?Dq>q ziq_iaxi*o}O9nl;F@vh)e-$nI)|yn&%Da$|E;=9(TZN5IwIXYm>1mc2(+n6QUv!^c z#f;fMTMnF@(G~C@+~k;Soj@gH;~O)!Tvz8z3*tREBz3)4;JTu&GdaS2KAJK!(f!tA zc{QNmz1-;dc;djo_~0aj#_d8Y zB~Li@=_PD-d1N_TQ{uM9ua$_;cUdKh%667&++t~KrQKlGFs-5@ zn;X+|Q>^7|lV>DY9lwafX2?PQs&(ypIHQ0FRaPb24pA`6&^RAJ6)*~Fi8@T!QU%sa z=&5Y%dO~Gkz8bZ8=Bz;W>h9q7qQ~eRfwqex>~EJ1z%`Y%D`TkO(W(ep+A#^}D>^9n z01uHWhF4i*CFKWe@EAT+^#Cd@wRfRh;D-fvTu9*RRhGz))ZhtxRN&@nIJTx}sQ|pJ ze(F%~XVLs|!oykuf&L4!FNSG3GCDnB5I5jP$^BD=yZ$8GLv~s6w_hSztt{3*C$PKn zR+gN$KT}|VzN&v*304K4x9aCE+17U1u+b$;;4TL{x~#UgYi(Pr;tK*J<$a6o>5cTV zeGZ^~(T`{FC3buHG|#2HHa(-_D{ODHRH}6JG*u9JuLOs$;%jpG*I5=ghnhUZRD6T2 zQm$acQ!2j2Zq)`e6?2@nY*X>t^$4wvb6Rvvq8q(3=aUe4QqnysVPE84Akq zELtssD@Wxk3i90+9~v5FvC>c^8q@PyO3Q0}>6)H(^UH)w-h{kCKumG|L|Xpp=2L2i z!2HtbUjNc*zw0uWeW`B0E7Y*^%z61bWDk-`Em5j(J>j}+>2!}8_Jm#Cu5PinMs>aU zyw9V$L!ObwkatTktcHDIm+J0Tx_x}(3aKM?p_(nE?(v2E90Mawp&-Xv{;uO#&oLz5 z-_;Om;27pAl`3rUsGCBY-+aN>C^hfd;OCaEvd=Bmo8eM^tjY}ek%q3NC%0AsmNJke zVZctA?RM7~I8XM@Vv%u4r?G;c^N5$B%No{6LhCz{oHDzncrsmnSAn(mv>rER(`K4Q z=)lU?39cRFw+{(O*`$^^sIgQf#Q}K}s2@!m`gmb_LeDufEvtEzzDk_Ov^J5~l2c>a zjI*pJk)AZH?_TUB;|9M@4Q4dc)cL)~pU4(+Nqt{h3iPk!4I|x=b#RT=p&djsFTJjC zj7WIn^E(V;AIA{KE%N)ssyUUk{My9XUz1`hM{XRv?F$I}kPiaC;XPO_4xbM>u>Imvx4>@IH^L#yhqzqQ!-nr!(T&eirS#FQVH8$<&44@-9(0h<~9K z|F(oQlNA{`LgZ5ec36VjXiX2Pf5-Q=E>1~f?0bX6cP^wZuD^3B-?*AO!o9W@W1ija zUT@7VpNOdU8j2yaW{7P8oi#= zy7JO{==ItZ-bEaCBUaPsRqP4hJTyt{cZicQf1@{~ z+AkHGI>4EbJ)=hI)fEXrXOSKYlBC%t3Hj_*wVc|+sW}n4@>vn2dW%TA(CcaRyhyk3 z??21@~-X>o}jnqW^kw7FE zsTB*zy-bVU_&x7WA+U^pqMm7@;3fqH#=J+tJqjLBkhJb>+xR@7;3Tk&Tgqw0dbFNR zEt{_1d|l%*GwNdbTgf0()W>9y+1A8RXA~C`floVO@_l(K%T!QguF6zsz$rY)MKU3; z<($l550g-uT%N!lhh;gV20Vm^?F3>nd#oHBU`~vNl-F>2tkXS@#}l2N4krN;o!)so znXq;_(WzL^YKIfM3GR?JBL&+@F71M2myIF=juL;cXdWrIDl|Z3`50G7LvEug5)l0D z9i2$; z@g&}+v9?Ry_!H?|_!a)l5%>$Qhxz*@UN4&j;CUUd;79l|Ii5KTcN`0GoQ-1 zIDUfH4nvrD9d8^)lZho0KQ+-~LN)n61UzKoO%rdKc-X`ZCU%-IP1ISF4JLM&h?uzC O#1$q^nRw8|&;AG7wu*-U literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..4c644a3cc5efdb8e6f78d7ccfa702de03bab7563 GIT binary patch literal 1521 zcmbtUOHWfl6#nMk(ic@qK?HmvMGFeIAmRcfK*6M1Y9fRUF=kqZI`nofxif9h6)S&; zE0^lV#D!^C`cwQ7#&b(~Bre3dnKS3{eRF2!ob%(?x9HWAni z;RUIrS!A#?<68-IAsj~t5r&X?BQ?WP;s1`FXNYUzOYX{d!e z2znTz`Qparaxu5Yu+mY+>2r+p3G^ZrLlS)qBY%C$2(B>@{kRR7UuUyUwcE z<#pHOJf)3aFB{Ka=YCcA^W$4_SV0l=rORi|*R__HVd~%57%#CIZa6)yRcqK( z-d3=%U;zWGlKnsiT9$S@(+sQ4!-2RpXvM8$^Du5j?PG-u&BN%?dwZ~XIAdkmN-Sy} zeF%r5R?>c!NQQ=^sZh$whO=EqAH#GJYiEW9CyZXG_~ttLCAw7iaeqz*{mC%fN%cf9 zK|JR^oFR7F$PE4Mu5Wet=G%Rtr>cg!HAh2$Ayx3o+}+~TZzWf31`9(^K`K$K*Gj@~ zTVflsqFTd);o8f(GO{M}sv)%`!17rqFeLIy2|wp@tp!bk_=Z>a%i^gFc!%1^tv_&> zrt%2|e+rv+G*sy69nwaFPbS$l@fFd}v|-57nm9HhhB#@x=q8KZ0!+67kuT_PV&D_G zEn-KD5%_ry9%;j8S}~XKupM<7NHWUdDp3VFOp>%n2009#y|wF><<-)?x<}Ubf6l#O; z%N%3p;NZ}1Bbn@<;WQ0GVDsWD?={B~DRXp>4bE9wCE)K(q!QWf0;BDNCyf~+mNZi1 zv5{;hks9ARn1?%^Nl#5@W206wc0g6PmYJ-U=dy`pY%pPE%gpFFEO6=;Z_~RFk?j?> zZXHZ##$zYV?1_w#NLeu>l}cxgY$DD2a5_7jOD4Ap_%gZFz-R!~0?m`@Y%-CGot&A9 zB~n>4lQNRAft2Kpm55s!Y6R-z6J~tUS$@FC7*i%E3f$qQ^ZpYj&3Ji^gs=olg9xFP zvas14KpoLg0uNvrtJ!oqX$4R(pqWzU61|lI8`}rVAxKFZxny=X$;xJO@oYLXWMn4I z%+`*>A^6Y`gcpqh;f0I~p&GYU!-Lxenyw-H5bCg6&T9!_nZ07IfNldUDnJPJh{$Q{ zLRe`}yF<(S zP0-x0G;4R#u*i$3nNvGBk7!Yi1lksKmbH3;Aoo|UO(GMF(`Thqw3m(U2Dwul zxzpX)xFV-+&=@{>i*YN<*M*vM)A)uYOCzJUhZ6W|dqG8R zi139N72w>ONHyTvA+P?0Ep7{zfM*t%Nkz&kFq-N5SrW3m9{o_V zj^mv{oIqTlp`r`aUGaPpU;Y?(VdniN6MMlizSj4uI z<1&pE_|VOox*gEtc$*)MyTc)A~|YPn|RpFP<56b%ab{1JbaoK_5*lCrfBaH;MqfFyQPe)h@plb6j-K)P1{uZ zljan|t-!u~W?BmDno@8(UB~uh&hf+eksACE-Yu}MqA^7xdG#`rc~&YNB#KPr#_3&uf_CokA+Mygv;sFCx=C)_ z01j?nn>Sjr?x*n6l65~LP-6p&NvUgiKN-YS>9CQ^(KP2LhtBd4eh!b;-~;%1fkta0 zolB1PD+_bTa!wfn_uL$H9rP)W;cc6ppI%)V17sP+(`?q#XLL>(0S#HX1(8Y^Ffi&4N+Z z_lasegY^C#go|*B4lIAekFar20?A&1rQZu%8zz zzd_B}efirJZ%NC(*Q6-RP zx$`n)TwrXsOf$u!Wpy?|&CVKA(@Z_~(S102F7;ZVw^ZCWVii0q+ve$n@&$S+u%m*s z3({JICV?#_YJCF;YWPitNtMXyy!%i<(lYR7XCvJU&cSuWQ};7p)JCsVL?(EiPK5w zQjzTKRgOU=4fMvDPO7_Qo|TwkZ!a;*>x(rq!8cOs4((rpcu`(mRu}phz)IEk2BDIH zFX3gG0>8pbPZtG;Ca8;}BgUASJuUC4G`vPXc;Icj1_yTc9U8cQnC9%JxO6@Ne*;&m z@pXJt$D<+qHa;&?od4ia_CIxeUSMtU=;)lC2aTx{qXv)O##sK~{@=>?7CHpJHLJKw%_J1wlhjB_#*G?TgG)VAGgZ9m@W_vlA20!!WdEszY|$TjMmGx2gL7vd z2zpj|)Nk%g(4#L6%0l)8_|schdRYckw_cqeElkomSYr>$zCab*&SC;7O!Ee=yf?6F z?o3Nhk7t9};@Q}<>+Y~$_cVGoRI&83^s)4-c1YJ617UBNV;chDK)|C{%l<1*`n`dm zUbD*#=$sp3-x8KfS=NRFy58trB{tNt=25jO*1W3bW6kgMEhX%r4V$wGov`IPIXkRs z%bb0d@2l2tm;3I0;XPHXH?!_@>Z=R=wR%etS7&rhVYE+Q%lh1z9!Z2ER@D@_s-_6; zS;|ot$!bKAOn_qFGQE{RB0T|pokFl}?+cGggzjMP64nLl?e>UJb?`d>uiMBlEQ8D2I}<{>{PfFJ6Gzf*s0Jgb~bS4N;k&Ep+>#w z;Bs4D@3``)w>WT{zT(O!{C7&lu_eX&?O z$cNhD+|&s(b4XgMylG3vjpSj27hr5Vosm+wg~!Kv8!X{HR(x{En0A&mILi)~K_)bi zN|_n;&?J+?;7B@`iJN;85(j-(I-Rw6TNg zi3|GpZn&V2FNh2J_;5&{x{h!>Vo3>HJ|&jSZe8yT)%k>hMmBfkfRj3ke zY@H|GewKZm;ovOvu5g&&_2K3GHh9A;WZ?_1Vi6S=(G=}GkLGCCd8~=9KabXEgZDhz zq7A}$Z-eh5w%H^}1gjucDcZsci&qHZDpuhYw35y`QnQ(~ zOYkwGLhFJr`WZBTiWQqBQV)Pv73m>+f=&87Y1Ux}8MF}4no>ZoEefcwEJm%RfWE#c zpk3JQXo{P(wo*XfC<90-Ebg60qL7zcWk_r<1$ea#K(|HJVNU^2Ybn#kqKoex~YliCmnp1Bbrr8JBsOF@$Ende7$X0vN^e^D8Hi^>oHTXg`HA|LI z#|{>_eh)p0wCF~;7k_K`Yvr$vzxHSG0C<~~=aFsijb-dz$fq%fh%xd?I=$_L(0l=- zy-oV+3D(zK!1z1!jaCj68f_PFve0O^N1iV1x`NOGxC@g=DonRKG7^|V$}zx?a*lMb zdv^K+r;ICfO; z)q9&Bc>=Xfdha>>>IMAzEIt!$YGDiuUc^NeoSUN!ei^eHG!?W14BAcl&PN`{s_1;u z7{{NYZ8TIn0o|r$9jfZTgKY>>Uc#$kPQwWeW9oZFeSeD)Zyu35NaT=1_Sy z!b?m@=foPZc4q@$^TtFo8pL|e^N3cZTwi2OC#X6~FnkPE17g{LSUw=?#R`^UMX3bu*^ceYOb_+X%4@IS=GFxzLzb0*1~fZp11HZ z3)?Mhwy?v(P78e&c3IeMq2IzD3-?*rYhl2`J`4LTOsVDkrwnd%+`>T%r&aw43m>-d q5erXR_^5>$OEg<}$r7tYHwlxmhWO$TzRlXdTU|HBAo|gC~k!xqkY~u)2g)$qY<%b2RR+(&T{&7`_tOm0lQ<)xoy3H&sOsY&e(*4f zDTeW3HPeecrWp$4uPMTwr05Cv@3s^8FpiAl5RNjO{Aw%mIL@#*JL(zV=y$o&R>oSS zpHB2bTZ^=@aWAk@d`H9`8CU0;NpyZATN=_BpwH6s}4YsB{XWH?c;$X{j3hwYgiosT4`-wX}*jjQb?6TqtEqP9;~#Za>RWB2H_GB`?f;)91ak$A3xP98!Efp*X|X4uz?g zBf_WLzWZoXnuU%fp4N!}45daCh_ES$XzQW8n+WkZhWANxSfpOBfDS&?hn0QW?4la>Q`~gQl1HPQv?8B9j z)qbE@N{C8`B!Y`0hyE-4_!`F;1~~C0zy2^NqIecRjeN}0>X5G_i<7%qObwNzEa)1i z(u7@HC1WoIP2yLgT$Roa&SRO@8tKbqdwLCS9cSt|TgNQsXvMiYe#S3rU^M#rWno=l*^PAVD3)|x zUCFHrY}t5s%nOkh09U_8cPycur>h4LIQw*Ak!_sWti+1Dw} zuR8ahd%pK~zVm(G@k?KO{!;+%6DI}k)-s7%!*+CTa&(^S0uTbxE84u4$ZGkS#F1^Rk|{VM78(T*FRLBcqS#sZudx zJaki8nEfkD`4ZFdWDQyKRqGbhaT#o{h#e!DUXBKLd zxJh8pwE`R*m9pQq(sSxLz;sbBOirF2(Xv@v@XZ1T*QRW_Of_VuKw@pkbB2+vAh*Sp zjU1pcEtBO&vRU2g%0>?CS=}sU9oM*B;9hsUp4YOOw5Hs%!acSN_=o8C#Ulbuy?y5+ z*ok-;UhERsI%^cOnfxOOg6YLfPET-arDo&F1+%E<0=PpUI6jp;H#{{mDscPcs>=r> z=tF-9z1TxadE;S$?%uwYFync%sO5`Xz83>wE>8$_tiWuq3Shs$rlK)AXQVEl&SbM0 zQ%@QBw5f!dh~O?94C4Uq76?fJh&neXAo%4l?g_zz*R0gv8iDDw6{q6o7UuK-1_gY| ziULEEHHKIRB8qz-j)X9T`vscqP$(%xFf8XiI40mNUd~Xm!?kqk?1ws`nVd#u^y0Z? zHMH{8mPV4|Zl^(Bg$x2aCyl~P;)-6pRM0YcGoj`4Mp5~knV2$)Q>AQ{Y=j>!WQuw` zsb{AJ-rrkG(xo_M*D>`%hQ9r%qLa|`DI=ZX(KBM?<_wdBM&*oN7;FHL*3DEQGgmYU zW+JIj9WT!e_MI1Kw*eDZ=5vXO`5dEDF_WSk8{?_VnQYnu$~>wUXq?sy&gx0+(FL0I zG^V8a&M>ApUhINPx6rpOB_yPF0=UQsLMLQs zD$)Jg=zg`S12w4OQZwF!l)#?)8gvYx9Kbn40wBgtOQQ0EOIf`v*~7OcSp$uiNyq@} z@G!Vi9I2NXT$Xyta7UYJ5BQBzajryz?r(ryiBZ?7xtlC^l1|GLuK|Kpojiakfvdga z6SX^WJprr%;Y^+fb6(5ZTg%?1BL<^P~w#1FqB;#K?5?`9gTxp(S&i^(>uT+5?>&Z-RjysPZmZcUr*;|31TZaBUxPs(zhR|4l z5qu}UD~#{JcQb}ul*!D+N;AaiQVk=AmetcESg58#~wx7jqSmjv*`0^94`tHJ>T_z{88nuEX2DcqpSipL$(=!F1&RNzFd z2i_VkhWi-p`V)la}T*J?;$J|xrZZ(S^UYEHWB2tWf zG=z`fV*brrh;s@{)i5Y$fOgehuk?|%@h _O|S zc3pHarwSv10Y{{&e6k@nfjhKRian}0Q_OfuOR=H7oZH6Px7TNwlE+i*gKa36C#oK2 zA=1?tLZHRr#BOc;9sXXnHvWM{{7{OGLe)fc5k2c9&T-kT(ef%i{wJx-FNN_k{+VsN z@&|V@byeJSu~+b~lIMRD*kY&5QkZj>nTe;9+O%F=IL&5J0RO>O#RIQ9HaR{rd~W;< z>*KAJ!q=`R;{U=|LikVocNCW*cmxa5reEFQ$NxpKAh2WEpELP+V^*iabC=TEX}zdT zYqAbr;8lfc{go#KK3nPFHXI=?8|jl;KAqLg_@rUXmgXw^49-4SLC^w}C1d6CDy*x1 zv`DTFTiL&{G0PTtl3lpLi13J}un@w#!7qHQS*-=s&9WCt7oRTWRh?ue#_Xqkgbj#b z3=koDVTIjTW(r=hc(b%2la}(vt7lWE|EG3kJtE~g%W`kgB3i>DA~rmy zc*8|5PB@W6?VO>t!^luYv1{Fm4Ibe?mTrz?N#Q5vb7L7jo96tOGcVbBH3Z@fm~*0n z#;zFYZFJ~KpJc~h)0&psbVKgU2U7!7uLJH);apTg>?*RgGgPx!ip5mC5Fd&|UYs}{nq@R@psuPrSIcgTg^R;K?1 z-0uR=$v#!4PZ&4;<-k;?J!Tk1X0FkQr`z&2b z$quV-dbcwv@-lY$;X|j)#dw(B$AiSrxp9s$c`d6(-g?%2>ylS#@Q5S)?h&^sI3`)5 zo$nI13(QB$-#1s`mB|?IwTbb5t~`S#(gQmCpT+L}McjEE`>x~AGq{&8N1wsSQ~c-= zNBJ8gyTDfd?#4zW(1ERDm@^Rz0ghvoZ#=AV&_16O?P zMuC6qbBw-L!L3Kv?`yn z$SH+9gggw&Hp1^xm6Je}*UemEne-V#`uXjUH0c)ao8OB~RffHWV1Ew{yv4^)Ew-7j zA=KaLwe4*&y&2xG)02Dw(((o{6u`rPcZ08r^=7i(M%H(e^*)>RgG#JJwoS3SW5vk3ATBN6hma-W6?q5$`_L-xLe-CE4$dh1KYbMbzkzwW=`?i>fggi>Wc{ zkF{A3fmpls5R7$L5209>^$?DATMx~#ZPr61)?+=i#CBK@B>yB0iMt4=m#2$^PIXKAG%~a_R;L&V7mlCx4McXc524A-ss+;LyB?-{BBh#P4%x zS;QYF`YqD%8AN~q|4Z+>> zH~3o{v|Fi_hF`>&R}i7n|FIlOUQ2Vz4SV+sc=avr3c3nWzxY#l-y2r&< zfL;@$rih!^X@bA}3yEDO4y)f`6Gu!GO_WSLWMa(3K@%rToHQ|^7R;K+n#h^Rn=nkg zVv60SxWg2^rsy+8zbW>Z;!acSHN}7_5~kQ^iv6ZIV2Zm;aZrqrY1&%&85#Z;U&Gg} hC$Wi7C-`j}T4~8JBY7*LjPq?=-NCKj%`ZLJ@eQWQq!$1H literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..a3cff7f0078ebd2aadc4222c3388d55012050b62 GIT binary patch literal 6719 zcmcIpS$G@O75=Zb8OyRQE3u2hW{3&iVmS^;sB8kkb`m+Z3CM(o(9*Fqu_u;Cjz%&G zYoMjHw55A#x;I@+=>mi{iJ^cCUFk;mr}nuIed~MO|7u1{6e*7Lef5{oow;-Fxo7?F zIg_{l`^xJ8Zo%IL1~elwn@&$hv}xVUT9HILqel+wS~kaVE}hgW$PSFnrn4!-JQgXCYFQ&~Mhr8nXG|>> z*`u3!M$78Sc#+lM*c#;+*f}5&tlV0GN1%W0+bi%1_y!Hr$nF$ycXS>IKt-J&Uibw( z*%`wUxMi&}mfMQb))ma53*6UH!$`WBNGA>2azx(fnSr%#I?#DQVB=UiGaWgiXQwin zVOkN*G}GC<7p%xcIy;d|r6`b+-%QV_XcoA}wp!%K!d%HyF*BRtdLv;eSSQeun9&on z4ukz#Mw`>=Qh^&gssusFH*v{int}z;f>uA)<6Q#Y1ud1+RfGlnN!?0hjQMPuyl$#t zm=cW@vEydAxN0DPD{)mFT)0|bQ+4-O8dkxz0*zDpv|&=dTtWuCz;rFYTy*=+8ZsC6 z97@m4r!6C^7rYw4b-2DBZP+LfS!3ucxIv)xfehKT$Mw|Vb~|IuAKv78%nXJkAs!#4R#<2+)@tJw-Kd6A0P%iR(vmJjZy1 zrH<#J{@ws?$51_XVOXHqCK^kd(<3Q;j)Vd?*K*rM<2}|n8o+Msk&O2;5*&Dyx+oYG zP^tO>34sFZJ324K&j7|SUXOj45ZGKjTZW6lm4|kw1`pL~vfnQdE@*2X*4k7`FDmr( zuX3caG^?7wY&>)X`)GiXax>BRfw!f=H^&G%rRgHb&=h6buw;0woe|P*A?*4 zTj!{pKW&Q2#x76Ua#@}8D}eXlpp^CAnh{tmaqK0f`bNQhba`wdKDldRXhecZb(hv; z!1#Y3?ytjp@qU5pY)$1cE*)Fgrp(C!Oxbo#oL42;VkuzIU0-4CeBqa6sb}R2zFnDV zp83+k_QDX_J=R8u)4m6a9y?em z>0p9wCR;Z7?3V!9AbWt%3+$|J-J)amr*f?OEBeqE$@U1=&_106=KNFdcZ-tFZ*#4Ut#N*HF)}EwYhl}Ut`0hC6mPi zuC>aR_ewW>1E=KjZ!%__qf;K0D!$F;E0Z&0NfnFaB{5&N_wxC>G^%`_U}vY|d(M+Q z3sn3-HjMHUfFyi@$E_3nkzsv4qbFoPFMCR7E0#@@?3&xG<7Re7x2ROIji*+MO``<# zHftuGOC{UbmbOjlZ8=N6HpnI`t1@qj8>LvpRBpkQWAYU@^6iZc509`oYAz6s>sc+S zWi`HZ%`Le3g~KI(g#3Yk;F;q(X2_>L-X*sPoL)Y$-M@Uo@4CWeU#i>h3O1MSIWJ!a z?LkthMN0Lpr(9PopXgUZo{+20)hBMRQ(bSK@_AHu&@g?q%W~OS zlK&nhr>x#to`+Z7m19{yr^n0%!!lSF?J9lr;MyU6O_6|%#LgG&a%3=F>U5Qov~Ssnf%H%l+r9q=f@*|Je|uV z^xcNs&|gX!2D!7>feWM#ZXud^X?2BTSi&3cf6MswaSU?YAU}Il%&Da1rz_6>juaa? z(sA&1okjgiyb<_4e*^X;#|Az%OT^|fxnLGjjYJX*+kwoV@rPHPHNLn>Ua3Q!Nn=5 zjQ!gz@tq4Pi|e0U$~Ugo?$CByigC|Q_jYgH4xfmsB3dV+ei5w~(SV3HboVS_fbun- z!>!S#aN`n2_%Q@8gd2O@ONhC#!`I^VoY?N=geTnO>0iPf0?W8FtS;ehFYoS&sx4lx zP2pX_AvdCREndZ*@STPxiTz7RO5(#&e~UM$+AkHGx}GyZdqxd6sihqP&JHut07=?x zlAzCC)xfFSIJGE(SDzFCinoN63)?*{p66*6{{3f#e;j?h`gm>Q72{>{dV<#}UT1mz z!@YBH<@E~`UR-&8b)6Sio+Q!vYA>!Fve7gz4&`wHb3R|Yw`n*NI`t)#lZ1S@zI z=D`-vSsZk$aIEyYWZ|qj0mCF;@T6qkDtTG;yp@!M(uVYI8Hz1XXN&F zs!Q$QXlG-|9!Hcv=0R~tP11)C9E z3gF=b|bf*F9(Ot*+2_?BO|g{^@yp_`W^-&>mjQlPu%d z%eY1=DvC(yr}-wuMsE0L&WG{}Y{D;t0{7t8c>A_6Y*V`N7ruAlH~1?@;BUMh;qyzp zPFr{xKhp7IoFM>saqbY@F)YRKN{ngq6OMQ-hS%}NAqb10_0vOWweY5ew=DEqP%ZwS q1Rk;QGYdbr@Ti5Y7PeVfu+W&FY__n)LfFEU7Ot}JkcEdW{NjHoWY;= z#Fa~RW8%UzEd5c&b4w8t7g9HK<~+V{&dfPye*XIY1HcjG2KU_lm;vR$CO2E&7dpp_Q*=U<~O!(GuJfy2f8@@5!o-!DWapDy{4? zgF8L5nL;0;NkkB1h}bvEFcixFeQJRrX=I>;r{2qeVQPA&T=%V~^jm&x7naiF&)5Hi z5$M%f;ud?&tFTPelVv}s@jYp`1EI9xLTlf4axlE&+e*{(D5}uwm9xj!kwFX>7~-YM z`o`l*ag|}I*F3YQ$OJ-d@x%*alUSJybSZbu`vuB1J zRww&g6>2%!?c^C&+6Ti)XT(W5>Gna=iMvM%8QKT&!w>FA`(VMzu_uYRbNDeDi92cc zSt=bFjb|bmCl}529e#?^MVy@l7M?J9rf$pkS|GYl|Iq}_g%ilYdu*2&W{KidnHds) zMwMZxJJOvQ-gvh!&3xU`JQiuf88T(RD!ffWW3}zcjc{SOP*z%2nvHE4bS;T>RnwiH zfnn@rQ(M)LCEZd+5#aGj*E6I_TFap531cM9dve`x237e~g}j%$$j!fS$Wzlq!b-xW z9eo@0;GDF{u(TxmX1^i+g*FU1T2n_xB#t|^459}8 L2Dc2R4Q74=F;9w* literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..dd834fc52d392266c4e4c5bdf9838f09ea7b62ed GIT binary patch literal 10426 zcmcgy34Bz?dH>I9wQqN|pr-`^IzSRESXv1!7CCGrPFcW$Bojo45lzTr^^g|rq3qiQ z~zeSHZyrEmdNJJ*g4b47x+$Rr_5CB zL^himHd3jP3ml#JES`}pS;>T@p+TTI zF=HlXomGw*IU{XypujzDDLi=gyqUQz5LuW{Gi22+j6X8l^Wsle9>GO$^HzC-w3Hw?Mz) zW);6%0WV=K$IWvos-C8(Au6zL+RQ(g8_v;r%%jSHp zj$Vh?OLM(XT9hwH1@EG%a;@XiZR}->aYgnU_(}F{B8oj})&ko|(jAx*O_E4dq>&hd ziEMf+TG=J3HMS@>ZVnS{h*@J9kOoNjHPvaD%GN>GCEYl7vR4Y_AshVs}kx zEr(;V#_tGn2TECtC+-3j?d7fs4&e|EORGAn0-&uHfkQ=;QdZEdLiBFY*I5o##h$dY zVq037Y&)TIx9IU>objuio|2gh*;&)cQjD7kBY)74f%B4vV*=~b#;j?B-;~VHsK9D4 znF_qeZ9EQ^F*84tojPn}rc$QGY?GZW%+-kbE-_V1JaK8xtTFtwYkWzpi#U++dLo%O z2SYfHi6Gv96OBH+QQ)$h(EkT3FH`0$CJA~|m{rL`)aZ<1QHoOxM|IsjaRI%0xQ1^E zVG^f$);XO74*D`w`Rj3+~w z#*7SgNfrg!{EW=%?$qfFWKh4DqvRtKX6jtTF1F6dVoTu4D{xplpg$b5%v{n)B_B~` zOw7zAvQsRiV#6}_SzK;JLYUf}BvCzK%Cr)>_DIT1GYbhEDVAe*r3H7qbbLkT*GKTp4Y-7F zS(3t1C2CJ9^Q+-e8hU(u;>7;(;SpJ7)n;)?1eDKZe0u=jhVKyQtv$K8oU%(&z(Qu4 z!ScHVx@_6VYFn1lrGadhBz5r>O6o3Xafi^NFH@{<$2+80zlRlxjVvZDLc{k_WUMYu z8mYpfBFUK^!ee+>1Kx@67ie(|py-`t=0f;Edx;+sXtidth1ArD@==F*r#Kh5@0H1* zhXLt_@gtIn9}QtYcFHXIW2|N@#vMk$Y#~2apfN6`bwzm15JI1~N+CkvHA|SyvLQu7 zLEy{X@gvn4-w73R|Cvr_GqJR3Sqze~gZBP$%NUaDZ3xj3%jY}|D z_Kl*3W$j*TMq8-(qUlP!M8tgw<5vuy7M*a9SL+%BcG+1Tq?e01KY7`v8^Z3OeZs9Ym zV%+uqNT!e;)bLqul~)j(9BD}x{1v)jLY*(zn}7MC%(cMb8vB7oOD+{W-0}ZG<>S2A{?f^whTo!F6;o-f@&IJe z%~8$i&XL&f1n~v@E^C+C;&t(>;rHo>Mk2w46=A`!sMw4o==r*|1RIyCFKA`{p#;wm z)yXLLJgmI$ujMI@?bSM%jmVnc$fzTvKMmpqd4v}z!I*}sO>f04Qku*h@*@6R7Q}xc z(B`81#0*VnYQi{Y<}ZzLpP}JP3~9&ScwjU>y#GY}LGGeAy7{agPsD$PzYgFp@i#i& z6~ZrIL6$3j&pqjvbu2Jkl-28Of=7+?*(rm2XyaUQ2mX&LjFtcbpLZK?#pe0zw(G9I zT3wY?e6*Kzmzx!z)m-8PkcxdW`VNHGf7mK?%M_`e|j z7hetGHGcZY(|vqvVZWbCOUUgH`Mmys9z1ZyuX9ubVIjU( z@x7Y!8`XTBEsuk#jMGn?Hg-R;$`7zEyW~}i6d+DE+W`G;McdP zr6Y%*f4q)FZ6!3swqSdky&T(H^?TUv9`NZsd~;c!9%ZAK?>@e_9~R`x)v3>5RHeBp&-nuW^(YgX4wtSu=M+I-@);%O;G}NrOjO z>^s0nHQv&#S;YdYcp{aU9W&;fX)VsQlQoD5#WNW*r>;k2Jr`&lYcZt$fvo z*YOnu|Sjyzcb zv1`lL_0%PYJ(P>&@C{s0j*2w zM4MMY)Pw^iL|Z6;3So;CClA-0tOUH=WLu~Y)SRq@y4+-2kRv5Qy2)08TzT@rnky^e ztvs36T&PpVe~BI`-MeRL_kI?hQ)Lg3+OZd~9kr+As68b|?U6V4%29jd&AoEeo|2>X zIF9Oydw1rv0mN~{aaz-H+R@DNl_N^E z3wgohF!656NQSdGF|=RDnV~klV}|XH&qAwv3PIT<_^m~Fm%9_WjLj102V(cX`s-ura# zr{Q@5^>t78F2FM;iSFZX9_JNMQpUAdQSe{g5z2;P_Q77ZV0+b0@TB3UhEO{Y97He*h-E2cY@ z{2$|5-JC;S@C4qg^z|6thxe1yE<$B4$&!1S)t6YypQ*b|-}mSf*buE`joJJu`cX^3N$WN* zTT$2iGBZ_BTANqHEe&rj{(VX{_#eaSE129%CdV8m&mkxYEopWVR~@6A#54G$()%Q? z;kr`iqzW^#SeaB|Mn>gY%>cGXd4Qfq4Y=R(TTOxL!nIr5eJw=kZGm z_~m*0y6wKQPLTp_5bd17&89P>PpuBDeHLFh75)@Ugu3VO+c)rg3;2V|nQJ(+1%HS? za%Q$Gg#ljLU*$-tZa@AQf8vZh!!=}xIrJ=EIK`^!&z`{-b?rI4^JuhAOhk#`Z*Sqh zL2h22h}IM0<4@zyFTcpmrTU^v@H4n5txYJgI}E`~u``0vsy;|nt)<1hKta67TJ)A! zFE;FJ5nK4(BU*&CtIx1S@d}1R;XjSKxCq2WFfJNIh;OkfE>??11~W_OqUkgSEOc8U zY$0HYH5N8nXtKb@W(&<0&#K|Ga8-SJMm?`txNhNwg?S54S{Smh)52~Gdo1j=u+PGN z3kNI=TX?|2h=qd|4q0H0O`NmpIcZ_c!klVfvG9b2_gZ+Lh4))XTVkz+7cJ2&B4nkV XET5!oAH=`2^>_FOe8p}F55Dp>GS%In literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..f008a1a9d9d6df59a5e1a497f1da7384a8382180 GIT binary patch literal 7141 zcmcIp`F|V575|Q|UCFW|DX~G}GQhWWAM(ySCyB`p)%KY3hEnFC|fx~VGKT&zecnToE(6wQ=# znxw{VlQlUfnQ}T=VzqN@ZQ=~<8ej-jOCZ3*(D(MG5a46*?Nl_y+{NH-?>H2M2!8-x z1Q6{sEXs=-z<&#QsCK(beh-S0|umP7bcxNRwFN=sW1k$pR$|*CZPP}fc zqn|R35wneHxHM}Zh%0cVA1++Qu(`G|RO?s3H4IIYaz@cezI=*114E|X@mzHIjyf`z z)*RBaGrFOea`AA3xE9wnpcR`K`q$p!||;skF^o86viRlJdQI z3Vamv)Du=vxHE{|7;3;Eh8e;((U`7fMpQXVgk%QwPVb`DpXeA3Vh?WPjQ5g3IMB=Y zB4Ct3q^%#~@W`;Cy<;V|1~G>52JFKG!EjfifCAg z;$SXA`9Nmnsnkd;2NQ!l=^V-B^ju|HBtT)flvJ=D18dXMejJC&&{Ip`yZsOjm7>yhEGT^!v0uimawb=2G$u&y)oahi5*r}V6&2d;BQs-Ma!*>I1c|Hw&6z3 z{UimCohd59sgmWt13Vfu@?z*K47+M;w{$SKt9dGbs;cy|RSWp4RiE_m>w_M}Q|tOb#Mc-`D=Why=&T}Bl{EbNVZZ^%uLtlHo}r4`R4C$`Qg%kfH>rS> z(&h25o%}RT;ahzAvt&9>y1>%|5#OO=G?&*BX%XKeUL5TBRS5t69O;(-o}fxs z#A)XjkAEV5K+|L%)+%Q}u8kbEeEtwJxy0Wuwx)^ft7vnE5uxaX_Q~0l5`buwQIK4REA6T3ZxGs0u zkLV7#LgDf^_4DD7-Ebvf zQEfmJ2lJgO)LEOqx<^dR&@urumafMzby+sen&tbU8Sr zN`@iRWm_Pr=W{7}kHQxWls$)R-C66<3aLX|3Ff?{b%EL_$36P~6PdA(+7PuH`NdFG zpGdTH)knR5CW=ke(!s&oc@7QF(+9&}=pD2>scocRVGiXqjZc_{o0bGRx+0PDxV$^E zk>00q^+eZ}0@_@Nd%B~ZE$7im?*e*V;7nckE4?{92iYF9vk7aFR$@hroJIIo7+bA{ zJ7_n3MEy4!Z*)-?-;DhZbKs|mB#XP3qze=GySpO&wiM%@UG9Fbe}|97MHct7c!0$l zSUkw$jV#{O)m^{k1fQIEgo+>$=?qB;45HYxa8P`@PiRiH1CV1?*>7 z#5<#60e5)m>u_9b_Ihm!ZvjW$i2Iwpg5BXe4T%#63P^L}WAQ+J^$uPcJEqPdU1tD7M4z}u9StPhlyyp zUKW;g>Z`Asg{A#8UZtIdr8sr2rl5tT4McSj9WA`|Urw+>O>ez<0r?}%o^zOcg$N2b z;lc%MKGN)M@kPa`KN^TOM1#@BXcIe!_dQ3NapUjw{sMwaEPxQXn}C}HJV?Id5pY<* zvEtv90Nwf?6z~CHiHeyDa<&S&XMNlHYc^cp+Ok9rS}||6Wi0pNPVXc4;{Mx0&O?4t zbS?VYjt6MG5*)a53Eca+bA|B`9;Qj$#jm42jtL%eYrgqPNboo;D;b5!h#s|F5_9la zUOhoBHWm_J!sFxJ?$h{avfI<;_*1gmOOBFsY~u0r_;j*cuzJKU$03sTsZwJPa4BpI z;hTiBNgJdl9Etv6(R{FSi=jaRuFud6zN@_?7ss1GXIJ+kHlM}k%E(m7)kdX2QFVk` zMN|q9Dt#U<;<}AY!R8t#xk%OUb#|S_7i-ID9R^{t4W=BO?ZXi9r4kO$SvU^dbpfs; z=kVn-c=7_CIud#MG@e|95E9Sf8~ZvV3!bz1c4y?fcJqC=_3L@NIb%0Jw3~BwQ?Mu( z@!%O;ZNqyJi36m?qlCm>yh-wJB;6c`j^BnTkD$Vmw}X&*AnpUS)E}6TMa}FTw&l!0}mN^*uZc82kJ{O ASpWb4 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..8a999d062e84e6409fb354d5512240cce7e8390c GIT binary patch literal 1535 zcmbtU%}-N75dZCarC(Gj1(6TGkfMOXE2wA!5}`m+Ej1C+3kR|-OI`Z9kG$PB=!uhm zh$oNg#l(YYIQmB!=aur2co6GlXLn|Pznz_(nV-MD{{ZkDPZ?ft=~O+h;_!-4MmuHC z7tWsGrcScv?F!e~@;o=oU3Z;Jm$YjQa!hBv+5uP6QxPzRFn2A%R|`Vo0KoVf3#Fjo=!?>_j{B&VHljNM(etxa+Kn zJzjTB)>GQ}^|JB&4enQkzc5*h!wQO_FI_%2?$laVhM9k3W9U5vYzV`5x#5&vtJbio z(5+x$!2$+WCH@XkAMC;A(VUfGE3v3` z{4pGgT1oq5A{iQvra~zz6V7xUe+tt>tlc>l+%R^j5`5O-Khd+gPkMDa=v9XK&T1%v zDPp?t=?t;6re^4G&wy69Z@oJZdZucqbF(xO7*ct!%-tfV&MUcMD_9tM@=}RHy;c%_ zTNB%q71bIg3?pyq%E+3?sfN^&0L$kc!H~!)CH$<*wH7oP;+tOGFN<{<@D8<+#XoSE zr4kAS{|cLSG+-$G4xPq=k0#kQ^$pQ4v|-55nmAD+hB%#i(M=k=1(qHgAFip}T8N@Jn9>c(ivQ0u}3}KjDZ9FFD z6j_safQLk7k(?&$6Vh9l!92+OegDpCweRg}Z9lCoY*}Di)>=p_S!)Xej%5S3k*t*^nOepKoQ6EFo~5-` zyJFu;wh5(f(k4C9yQM%6r)e8#kx z6aIh?t2gtTncw{G-*0C8@*B^64!|C9qrgpOCOMVQPbAF=D_69W>3qRTp0Lc~EWgwF zaVwiVlFw)No7wDunaL8`KgWq0gusnUuf5$mk;z%(0}euWX`Mi5cP5u9-Xd_WWB8;w zXC|{|ZX!8WEM#&MeanLQ?Oi0LwxV}$VZ!bk_M219+uqb($#;LDkT3Y`+j&%=Z8%?; zNS?Hc#|vgAXD7{EE?+c@nLOL0`QqqoHrpoMc zOP-vYPG)jNtB^CZ$y82?z|N#?4GjWK=}9X+5LMCjz+g9rKDpu$+DyXbTkQQmejALajn4ij$uD4sa10}Tij0(6brNI zV!kk97N)F1U+2*%>d_oQ5bFhE^A#CI7}tgoz;yxWwa&f?fnaemV+-tD2DT$UzCksA*{h#-oK>f; zR;ddZ>tX9emX=3P(2x|kX2L2SD(o-N*R6xfw)baEn}SSurJ-Pboh1?q4vyqO2Oh@Thh4fH*iSy9U@9S=~V*lBxxDu>)==MN1%6sHH%m< z-H1e}z$z(Ga*_#d^NTVRP&8*S&(Je$1*5dB8R0sq?Am38CZQq7R4dlA^l=Z zWe~>}1n%;i+@Vt49?`w2SdR0ho^+T}Te^#Es}!UfP6FB^I(0Dr#w+zfCO4O#vfMI( z*(Yrl2TYlM&S-eIz}jhZ%5uPWWr~w3J((oE({eco3)96AORukzF9L%1Mm&__mE_h1+AR3WKC64<~>mqV9PAQJ?ittNm-A1 zD;;+t^WmuiRU99)vM1tBb$zd_t_42&*5izm5>F>>tB^6Xnfp~8nzVB1{5UJ;hrkRHYhDt?rEwV+m;0@cZugMDKyYQg~d?!AyNUgbC4yaMQHeOij4KuQ8PO` zugr9pNAVMQxB(C05rJmc07~9jVJ?cFbhh{@fn7^GjW@Q%>Droo_f!)hU-wPp7 zO8jUT=kT)v>+Q+>Y<9d~1q)XT?%9sVpSPxrP6o)I!_P};{z4Rk*eT0}$5>0+jDw8G z`Pt&kEWKhO^HUP^jb#izjv!>L64AHz@3!k`jHBQAl zhEkYQ$zz^v3f#JYw#(XDf~WbB_bLd~@T&rw{amBkhc*0~z@BeP_!@p);JSNj>y`Mu zW-gyQGo7Ec?-kgxpz$9piGlT>V!20N@b)+*Xitgd9w*TCxEkyks0wsFQlmP4lL329 z<~|lnw{~d41qOYNQS-K3D0q0~7sVgqk0SU3{IS5sMKuzqdn`~C-I32yYlWG~Ou9m( zhCd_9$^ofzt(@FjzG2qz=X9%5B2HG{g!Oqj@?GxU$NpsmU&mju1oIcKhhGhULq9ar zX{Nh4>z;Wvb39GYH>4#vxKx=$E7NzUSuLv@eIEUIfVj=iQ(SXdEBRyb9I&X(R9x@uUh_1?s~qm}CpAw(d; z+)=kGB!Ubs&IHP)9L>~w$cfpUx>vT718!?uUsQyI7UR2<&Pu?eH^u`&l))?uc7frt zv&aH|o{mZil*d}XO-eDrvFoUaiWL#jAXY~4r%Ii|AmNQM1SAy)s=Q$L0@=yqUb{V2 zp?i9`rSBHHPm`A}9=BCVL3n%toTV`0zA81AmP=C_H;X2h2Bzogcr6oz-QuPb-uh#n+ZkEqeG`VcC6YB0vZ24_&h zZDLno$Bp~?Vj&~2KCrDWrW?Wa!F7VIkWsH7AtS`E z#=g#PIHv0XBO*txd@K~y8;t0_jBapr1z{`sUB$0KJdFxZjIDr+v4UGCZf6&r*kw!O zJYBW81M!zeSF6?>V_JOP0l>k3mdKFk+89uZOw(Zu^o2X@$#Gl z#um0OpY4?lDdu}4Y`N?!s1kr`DG{ia5`tFxbp$s$+NuDX6;RP#0j@V%I8(7u0bXldcX*AX(sy5ZC|DWTV646Ji4b2O0^@wP zxOo`?-|vP=NPBPaoSfNnDxj^-C0y;}_3}y?O|&!AIOXmdcZqs@ks!NgiU->kJ{HL` zIhC8s*csjcRMI)CsPI^3BBx&0iO0DsT{X-n^3mDp<5uB_bZB{*uJhQC=su6u#Mbj@OEd@1qdn1Fe;%EQ=FoX`JxN>vv6X)}Q!cGy z6zyUVT_VK*JH(gDgXj~(*egbGKpYS~a%X3MbVII^eI+;5lF|yOmXwhU(}VJLTSKtS30QECxHQWTBY?~ACd7SYfmh@`1B;&$}= zu-0CS=-`rw25`U!QD-fp;Uy69eB;YnS1qEEB@i_tRYufSt2MFY;vwI~N>ht1cC>TQ zcd^pWVv8M(43{BaO#R}0?7N()Ob9`z+#Nq*_Yd^|;+a>9?$T_r2MOU9w+ z5xCpykW$CaPEI80Ek}~xawO@M|C~lel3w}GX;dWXEk}~xawO?>BZ()DUrkgA<6Cgp zjVg0)RC!O67GzM-rSA_nY4vWqb)-qt+;-b2BahBbn3LLf1=%y)UgxfQH!8`oE^jQl zfFlm;+b94Xp=d+HiWMtpw0D*@vRfr1Fk*9a{#yBK zM@pBoa}=Zu%14P|!v#$2ZZS4avfcU;w7SO-kxhc%SAw^BJM9;6vOLmx0n_D9mox2g zVh#w&QwsubQXc`0eQy1x%vq`(;Gs!oj%!GUj#1>0SK;%ht9gML+~->KGn^yy#;HWt z$59`AyzBD_Jc|0d$Ga{gFd{kV=IEb=epjg< ztZ=gmx~9L5HRNEG{IARbX)9aoDa^4al+9@}X)rVx%{YxSE<4{~-jXH9xx{4zySgvp z!Kd(n(XMWlS}x(cgXroGJ%t~*j31J`T*8ml6QZ%*=8o!H_1;T(RKS_iehEJAs5H z0kV66~-c}^%A~>24lUveR2IauJ8lV*l%6L*DmAtF5*v|7$6HUDdYw*z!f~;yDPdC z9l)CB@%6i7udq6*djWs(EdKg3{In()r}3w&k=5>qA;E@( zKaCGaGZab-E>{SOUcxqWuXD(XI8EtEDp7u4rBq&Has0BlUUb~nENAGX6ONr)`Sf3It;#z*ibt$nyY&-^Gi%p{S7;d())fSs=gl*AgW222m8>?-^ zZ8X`q-o{#+4+sd^xS}S!sQ!Mz#ush8WaCRVK5JvIjh#03+1PL6b{qXR25cO#F=!)Y zW5~uq8^bn6Y>e7CWMf7lnNxp{+ql!l`&IjsHa=zJ(>5Nr@fjPZZ9y_#v&9y%gB;3K W_+HBWE>X|c|KR`dhSL%;yz&311{jn8 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..c2b3afa85ca08dce2fff5f3b8fd7a67d6ca9a075 GIT binary patch literal 6994 zcmcIp`F|7F5&u42yOw3M64*uLz<>k3u)u^PvO{8Q6J%_MA_C=T)3vn7i&rb7T^U20 z#JQR_z3gpZcTSxBGV9yqS43 z-#7F8<~y&v2Hpnk^2-~$;zgZj2Bq-3@uBV?%mxCQn>&EJPcj$UI+m`249b=tLAP7cT4Nx07TUI z;f0^UV~(i?L*McwEwvlTT$4AA!Z6xW#bAn_$Rt&=>i~aHvfay@y1Vr-!-klxEp7b7x~F-LNmMq&xpluA}akl}XQf{{~`>EhbObTdoi)r28nB|}4E zOi7G83=YUyIjztlGi++9;17DRVVp!2_6UxscNgU==7~s zWG>9vmq|}#4AoTfYa75itgl5AHZW{oRxk*-gQ4+EmY6oj742lR9oP@@z-D-^Wtrad zt~IGLU~zkqCu~BC9~;riK)6&1K&l!~Ks!S~(UT?XwsU#wMsjRMXDvDqVW`HUAV_}k z7pxRpYU6S1ooSN+={J z5{h9orxdd}F{WxIn}*Sxm>~FXX+7?^Tx3W-ca}oG2X}K%A`ri6Pb#Q+FGI+-Ph2^j zqaBYnJMFBs9UKc_5Bh4+i++ZnO*E9zQv;fkCPIc?)fR72-;cEp2Cx_RamM?|9~{`_ zx(FC#5J~mJ92yx`wX`n8)c}StT#Nk}Vc1+ba{3D{W~GMT858K*1~g`beb}aG&u}`Uu3VH%?#VG&4lAxVhJFpTVG~vD^WBlH8iXQ zu{WEdTp-2Jyf~emL<&#~0p?gfrYDstLeOQIzcm)XI5ckTG(&r3_kTbi*E47Iy{e)m z2c{Cr1kXnWWGJa?iP>4+X+I{A>k@e5}-=9giq+@#;N`+mGA1at2sj z3){w(=C5p+q7ykgkOdEY8QriFpiFjH&W=;!Y1=5rL3Q#bw#9yDi>jK1FNTK#2yN?c zgmeKPVyGh=BnTtv5y3)5Z&vb(N(n zVJP6Ss+e6^8@|O9Wf1TLfl3v{tBkQA;UhJ85>GK~t1Q)MPSs3a8SJqiiZdGfO#vUH zjfw1^2NH&T)xxzzz3yrYR7w-T$MFe2p2jB`?ykmkLB>@QP)^m!eY74c{FL*5h9G7k z0YlG{?DL*m3hEC30Jh;y&ixC7&pin$aH&k>?|u%rb-dPihGBPQ>lPN~fR>~BqO1Zg zdbNPBSm}Q!ugp8`1iq64Zl{AkomOSuS)no)@l}Sw(z+{;G)st7CJe9ayB$>gx*yNt zIVx98mG)FqPEUyVCY5J$GFjL*8!JqCj4#Hw@NGW)1@atcL*^T>h#4yNvN=7L6!Bf+ z#nFo&GVu5Bk!kt+2-T4ye&D=u$!<86SfCW&c*?bUZn{ehc|xu&t}Sd& zjp(}myw4-LCC^}kx7JV8J*))4%~7uN999WiRqK7p;G$Q zTRe23v3+!=!+|Q3khQ}yW#2?`h~F4i45_*@l1q;&S*NGDoLAwni-AL~?#y*~fz;AgLOCy4U7$A1 zVUM2wL|*KpR-$$dKXxhW6N#3N(Wv*&M6rQdS~z&yuAue;Juv)*?g6`#+B$j*awMl= ze84!|G$qj59tvH>>WbK~7or}7-GWI>lai0c~EbeMBCfcKd!kZ!#ViIG&g1RyiVpWIVs7m8 zHF!PKJG|842}_=?S=`SshxdlXSv=sSrz26Z!Rxgtyt6p&Mzp5EE7%>ri;y|7e-=qj zd@|~9@JgcnQLw3NsYkMV#IPh5X9zemj70-P(qxlJzOW?uibQn|=Tp%-BD&Wha#+_l zc!QXxz8ThY+j+K&l$eF?!VXV^=OwZq*xGseqX&VmZFKFTYlyDXbUjJe3v|6g*MEps zbnl*-zqY_KGxIY`8)s(zF(SIrJ~Q(=^;I{~%=`#_FSF9j{9V+!l%ZzkR}$6Iwwih8 zznpG?x!!r}8YYf5c&@;Bod{-Ox^N8}k2ZK4ePJFN1@~qa74h#{BKOaDeJjcz=wf(IwM0X~X09?p#vOB5#gNTa9in4<5cSixgW;9$UGEr^HkFb$$8!+PrD5aFRH z=gOBNgvVi7$|#6OFl|RDo`A;+@?#WnLz4I^9v|*-U&Ke_9iDb4yy6{RikrCO8joMa zr{W!g)g!h$@e!xRZ7;@wO(WSvTp}A@xWaH0w(;wjBi-LDnnz33m3j%&K20OIhWkiH z4n_X9_KrDhyo}FYsL0g@EPvjN1Za7{@)KZv4ld%l4WD|M0}|L(Nh-011GM*b@U3pde};7JA-u8Q*CO zy=XTtxvjVF+szN{=4HFNXg5E$DCcnQ5^m@EvI0o^$%@Abq`mk%^@l7yHsZGu!x8)* zf4Dac+oEp#!?M#K@lR@jf6?_2QU8Rl%LcCCs)AWUlxxK4r^n%r;nf&ki{W+5QH!6& za2;d@P{5np=TgoGGA=b^DIgjs~Gc)I$pTEBU0Pq+K3{SXps-9PIctt3qowDZ( zXIF4jCt34$gzJ<%&&_hz-4MF&nzaVSrL$gbpDXF92pB_hk2kpEa#e9&Ztsb*iNIzE zFG(fMGJ`!axtTy0!f}KUVF;PGQZuaN|MTochPW2K<2Q?GPK*7Wms(<4#cfND{dv5hjA-vA1h>N9!8Ho*n`c(IV;1S#-i5I z$8acWCGF>lWN0{=3Z<+}IMa3XDNGl!cIH@c!q|oCZ=thqqFZ$zcjqF49J;+YJ1huX-^KX90( z0tyAc3Y&H`TIlf|(#C>sCfPOh4bd;OVaU*$I5r}NIBC7;CX3wy%(elMujp@L;4`@` zVn>S+?A1AVqz#{I#azOJcGP7c$tZ`bL>1&PP0}J6n?ju7VB7VI3Z=Wrv3o47?1qdDBh*cO;Z8sl4tY8s2U RqtT@i*67x_t1+Q5`5U2toN@pF literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..7b40b7c32a7b35bdeb4455f6cabd3e28c915f362 GIT binary patch literal 11440 zcmd5?33yc3b^h;YG;d}!z>`3L5Jm_OFq#n>z+1v%8!#AwkSQWKHrV(vdPsvtGxEHV zFplHWC0qA2jT^g*9jBPIb=$-?Mwr-Du-l|bx~EIJ@2Eguw&wX!Zo`#VGw)1`V z=h3_O+EpIl8s~SkFlgt} z2MdMV4l9>CU_0Zv(#{FaGoY>r^)~x>Hg6B^a_M=f4GN(x*?hKiv%<#{eJ895E1k3Q zL+OE1F`FOSd_|CYY?sKWquJe79C9}I%|6E!r_O3!hZL^uD-?&)C+yO(qLs}%X)B*E zl&n&=z;=J3)IXlfZB~fSHj7iNV>z4C8jIuk-oY>;3M)nmrCc_jJ~1(x&gM&YF>mG4 zy?GJb$z~h_O$x1W*V4>`bXH_c6@F{3v2rpb!?F^pipu z&0bG*6UIUX!xmEtW337s5`FbpqX8`%eFx<(6~{BBLUEr}9I=a=yAH+Bh$T@3u~ebu za+}2v!LkSfXjg~|7ve&_gE3s=f>*@Q?6y{lB4@Xiwr30ru}UajO9v`yXH-}-2c~D` z7*=DA;I56K)m^qrAy^vDItn+{r7>p^(6X=iP4W(L-`=Y=(6G&2WfqDqjr3j@9>aQUh$0Opo>tG@rcW_&y}~>$ zHIN-0%h}?&3X2k5_5ABb+|+~{@GgazKVnGQ&yg1>;;);qS;AtAcy1_4XJ7&fbFBjs zp6;^cTqpe|4oTl-qTCZ#q}!3DD{xtbh|u?ZH8CfW=dFwwqUm%gj6^eq(Xm3F!MefU zp%SYj*ZDitVRhsNf9FOzeWoyWO5w|XCA~vjx4urVBoJdFRD96QR!Y$W>RD%QN|*cD z6+!APCOPkI*o}I943vHOO$rx7Kkg8}KcKe)*XRm&mYv@9KJ9i1y=84x-77^5H+7eL z5)b9JM1!=8+Qp^iZ7N$;R~YYMX0LAV+5ALd#P)W1?kE|nw9Aq$<&=Rt6_$)zBen~^ zGg}(gTaLw&MBx*DSM{juvrEH;!QEDVFlRg5hYKU)V|8{zpYo<59y~Q>*O`9UH@~9n z%OntW3}j38<{0k6-BG+3hZlr!MBynvqwkoQs`Br#By8W?!V2&x{b1N~sOv$d*@i?{ zuYy@S-9RP=3&)}u1ZVliT@4u+iegxX6wyQW{o_`SMys2I@8*J5(cUR@<}7H+2Dm$h zQRF3a7g$RbO2bkN`6~`@BKN41MVci(VCRm<-Fo(@)UyhYzv+D7?otn=9lMyda@hxU z4Vbp`nZh7z)$|U@%nldbDG=60-p*HxFlalOVs?zq?xY7asoN?L)>34>yk$ydxMyN? zK&s6QON?k$rYn@APSHIRTW_}i62#1<_s6cbAvl|jC#U* zCmV%#y*V9pF)clc$3%!9i{WrD=yQj8P@Jb*#=#P#T^663AahNL8yWAuCKDQg6VSn^(k6wt>fqV;# zp&3+Bji9n0$g!o~p;cj9J@)1-4C8UvB$CGrJf*OsRIWo^byd5Xfj6TRj07v~qgnnzP3(3wz4S>2cFwk7w(iUDMKFkJvtpUtv0*kPV3y%q@wo z!*9hEV)!z?62%mLl@*fzxUn-oKDyb!uk&tU4z-bb$Us$Uh23?I zBbO~XQ=0MXFNWX7SEKkX{EkA$tQLtgkY=b<_7`%rT5)VRo2fEs;P*+gdgQ3yv!=II zu3QcL0RynSO{b^d7;W}TR2SX5tNf!VzJ@<$T~uGaK6wrN>6~)%CT4||$#A=jvs}5X z)QxADMNIJ(cQswz&=12~GAwfS)i;k@tov`N7fqgb&V2tKmve`e*LQP&6UD1?2OFut zxXIPJ=oRix6%yQ=Uc=u>Y5w;L?LHX}4%6WV2dv|E>C`@+cntg_Q|12mZ13ycvF%{* z9sP`1zs$AsN%)`fFA@9`{?)|CV)z2SD23C1@BsavCceltRCNaL#NKC(9vifH;J1#K zuM7TLr{@Yl;VXVupLWuJ+pY+vQLU|yrVYAF`U~G_!y4Crqv?(Mt`+_l{};vo;B{){ z8%#d#1nQ=e?eqh}@$tOApLNo^yw-ZE_YEG7`8>l1nt49EF<&S?yaaQsvK9I&!6a4p zWi~1sP|l+D7AfZp*Q;ZyQH7!^sEinXPn%Ok7KBu^1p%dE_;VLDkD&Q2Xb{G3pB5Hd zX4v|C5xK=zW_qW9n>XLgcxv^t%44&xR|t>KK(m~AyqB5gGP-!zpjEPn8W^2u;N3_- z{wVna)&nDiKaiCk6I@_$g9UvcUR=marLI7F?>> z3Ym=>5;8;l8XO7hkw{B895ACYcInAbFx+Iuwr9g8=g%W-KEDh2H95ao&u?KX;L)s7 z50kpPPMGwiHEjjbFOM$Ntwr8it$QM7hpfH(s_c2-6r<|?)gZ`QSX zR>YeXugvN-SF=5JdZUP>6|gbNmZt&@)k@GUtp+{rDMCZFB1l;6S!k{yv9%k+Wkc%#jIk$% zUlt56HkTY&Smv<`UP^GYYqKh_O#?OORp2tSodi4~s^I13H3t^ChJEj)M}pOX73Pvl zpAPY+KQPEAf-8C4s&`|g#P6GY#~$|F;%S|Gr&jxNTrR0*KUo@zuXjPWre5Ts=o@DN zIXxphF}L$QMr!fi{6yBt@Z~Pn-zm@cddg(~UlKv$0JO*6RB?*NQiZwOOn>UZ%daz=OEm{a*g)Gir2Y;RX z#raF{mwW;DftPk=1-j{HMV<7c;e@j+1Mh5<cjC_@TNz1IF%o`w(#3e1iv*O2mqhRlEJ46vpIp2l8 zJH65Hy70ye__*Trl}w3Wz$avi8CqwC`~wLO*EBBR#~b)eVg%1(C2jVT(|1fQs*D92 z9)(FlhRo56$?n;pEgM7db(}QtQ|-5^1$sZ6FIG`U_{5RHN7NCmjg{I`XYjaJ9Gt-u z_@uV%89a$kQ3XAuC=okOwaBi1#&uS;n$Q@>Eb}4rq4tL#$AWhAp=avi&+ZOdI9#^CU8d~3A zB5o274H}p-Fj)Tol7Uxr`aIf<@#O5g*-~Y)}J9 z68N_l6cgH{3J)Y32?_CM@E6u2^d3E8GI}`CEO%wbvv|L_vZ@qv)C__uO_*#lXXyZ) zbjMez(bsq^m{M`I`qnnJp5pi1>d(pw?9K7h@ zB?o65-0BFOZ4S0O*x}$d2Rj|?a&WtY-41#k>~XNyL7#(t4*DI8Xd?IPzm|i84kmQ_ zaR*O0_@sj;9em0G|Gi+RgV!9jN^PKoYpC~osQE+qCUx=e_%D3jZKn+a literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..b9aca0f777bd0935c1712f0c9505ab5471c4a0cf GIT binary patch literal 6931 zcmcIp`F|V575|Q|UCXi~DUpl9WrzvBVmS_RQaPjvwnOCDCPg7MgqE(QjjUK+8Lea- z&QNG+>3ssd3$zA$L1>eh6mX#@z3=vy{@g#HKga!!c6G#-;vApmmeP&98A)VwdgO?%CTujdp9fyYOWYO`7-qZz5lZ4*cJM1Ej&Dx1%wjk!pPw8$fp zHu8GT&@z!*bwkf-c|92~v)VCw=^_p691!p?mqLL{pzq=(QQ#5q>_{8w{7wO9d&fZ^ zR5W*_fb0fB2QT}F=1PFIdHX5@36pH7$x z)(V6YlX_yxX0Tt&Y12B-T;Rs`8dg#{vAATCqF_FR(Bj29yi346t7Qthim-q;shf#h zdM2MGubb-Vs6t~#EW;Wq&l>RIN?g?d2d);_SlcL;>sZ0H0?iY8Ds51{LP9#nd5-A3 z%Xid~xxD6Jc6ugjrt^B~fPJ_Q*EgaS8w8@4?i&hj5NNqCN6u|=J#(bZ^7wnC#|u2) zemQn@(R->h;ryDTP27lfFE*k>fT&dqS?a1$L6?9}H zJEBA;Es@Yovn{3P+Y*!MOjTSl+Y&Pj4(%O>ZR3lKYWE)_9PGf&(xwRU7i?4IZSE2X zTKb9W_ZAow84okZioxP8A8x^5BX(m*AYc)VW{uQvMxQ33!1j74cwXy^b&UA12e(Sb zdubFl6wAFR7!gppbw=v~eR^Gc$4adAVH9JH*oSd}O|^Y!sBCA&FhGZ4giewDet~dl zw^roWCNg??Lr-4XhU#EJ9VrG@ZmH%jZ%16J=)g+Mw6hzT>r78)jmR_&hFBQcV`V*K z)@R#+V>7w}2FSJcmWz?8yxG{LZMIrgJJ$K|J{*#=-c{EE%lVQurIIWuxSK~F8;>8@ zJw7-ru(^&h>oTDIe*pJ1;QjcZz;)J6WyqHYTUw^-kbRi2^qM#)&$7f)K%=|9R)oqk zg*1zaxI{pX`H;p@slq9NuG&U@hcRVj?=$wK^-OYjE}_rJ zWLCj66S?-7mDy#zFfb$85ZBMP$3~U|=S5gfwVB%ITxGcRdsf%pg>kN}go+v1fu!i* zgIU8YrZw5zn3kJjPHE}Gl(0yks%Pot5I1B;nz~u``4COPeN3*-1!V=q&?X`oL7<%N z^%Kr&Z|i*QWkIk!5-^Tc!oc#{WM9ebsRx0M3nJXnDGQJ5YD-teP{HxKs9Qc886+w) zDEJUzq0YwZ%qcqc;|+KW9~RhBTdIjdI+K_A{w>x^WkqveUcnO#E!2Mr3RvgVvx2Ja z4b(fJY8oFth9|xFC_XN5b3LYI(<)_8RnB9VmeNL>vBt|x{!@gLl>|(J+cPx zu`===nUVL{SkqIi!F%e};3~c>Fj8Gom7rx6xt2*JYxn^h2EXdXGx!?I(R`YrF|SR} zsQ3meFD;oYN57UDOWq|<y@Qc^E#wmVp0r%hTk#&+yS>)I6;k^*6Ykv9y23Ur@sIDnrzv~b`q{3R zw<^o}RMPUkjJI2>g-1KC6>$6Tboy(m72|n1Yi_0v%n!;AvdZ z9bC`f6S!u)YtsVS9EiHQ!>&!I(aGNh^g1A!I`Aj{N|^SEUbKtt#YI}lij3?<wFVW7x{*D8 zt49s{)yfJ!dxgoUk0h-YiQi+*YGT(eyUS+O9C8P6oPG16{px2#8%16~#({oU$n_GH z)wsle)SAL)GoOAwBYd)a9^>;IpVNH)&F8<)o%2htuh7E$(u=DrVt(my5}m7y`K1~5 z)mO*-(teIF)5!eN06SMx%KTD@RLk`;e|Aasu29X{|D1twDC9bYd*39%0&)(V!Nx-& zcZ(;ih8x1(aAVjPZVESxQz*PlRXFh%{yq)g5|-enUn$tGfJKmSDY#R?k<#B}>1DTq z`$6Je)#PFoa@X3nwb!n@A=I)&PrQg_ihd-$+e1H+j@m*mp#zkBh;Lgl%kgRykY1!n zHarat-tDGG#BD=(^fW#Z?^cREYL{*KaUNx{$8QZtDJ-y%n}oed3ysEYiT+xo zd8B%a{@p~VPjZIb)n3XafyLX|)xC&~C-LbD1XXjj;Ky519pR}2KVHJmXW$^$E%>a> zHA=atYIr)kPU7>m~iQ zY7vTGJ%z9D>kNL=brR2a2ESu9FF1=|FImm^tmX$+^Rm^PC{iwB?p0hP_bbYf>!lVC z6LQ`78~cOBeQd<9{Q`I5H~8(YFf5Ha@pq0p@H_m2E$~l15Apj|K0h+?W1Q4+ikPuL zPOlw?GlnxU{3M3g@djJG86)KV^e}{pxA691w3zsriJzP3GohONZxlRa;uj`9i^*cmXf*+kgHl_st-@qmd3P5kPA?X~MH literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..be2c617c238438bc1cb682631feed6dcfd1e02ee GIT binary patch literal 1563 zcmb_cOHWfl6#nMk(ic@qQAF{D6a^J-!B-+kf)!%5)IkIRq)UJ?WVd;X2O(Fr;MvBusJaAv zhWMOR(#(H@5MY~Ef49RQh7$1?}f21%8 z^f4q$m6g?nN^z0l@iExvkHnqLpdYyuvKU|(`R(T>aGGIyyqkq!yVVG!a>6Jc29LxR zZ-%a@m35|Bb=oX*Qx|4-Vl53XDvp7C_0agD(Xld2{arMM{(Zo*aGc7Q(>HsKmQTg+ zMGK1-Ft9r5U(4uJpxx#)^+kJUFzpR_X)oK}Nqb3u??8(7PIC91Kh)lt@e1r=D(UUM zkH?Z;)_;=8#?B>kv7A?k7kYL-#OWd4<_wE&82zJiJXWPK^zQZWWYoh9_y4_~61Yy$ zjwGKUb@SG%gr&WnJYoFsK_hLa`bx41Hy(M5Wo-5T>h1 zt;m|{j2VXE=S}5gLzGlYT1kL~!wzA{l#~*t7;{>r+)O3#_s^8yMV-JoN8n6Bbhyl zj!s0d!V!3)3!mxuoWQNF*GVADh{G8Q6>*p(>5+^$3>|V9+*5XgkQrxjj$D1*Cg&Vk zv$%nq6v`txN!B~0_b`RKB#Y!ZOqlcQ@JqN*!o?CU;W9~#lyC*3>tGgnjIASSXOV literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent.class new file mode 100644 index 0000000000000000000000000000000000000000..eded8c5a57158cfab6ca4f86e87939c453937f14 GIT binary patch literal 11082 zcmc&)34Bz?dH>I9weRg}K~E9_B-tRLMP9803*vGR*yfOsK$0mU#F(`Bv3f|0R=e`P zl`xL&k{&tQ^l;L;!97TvgS2&9$2K60?JBrUS~pGaruXT(_mMWe-MIgm_jdPbwL&8H z?`QwKdNbe5eDmGkH#5BYjTc@9uv>Hp>@<_{@l0kkZjM^%oE=YOvR3@GW#*>%oyd$> zsrb=MCUwkAB}dF$GL!DfW;5BIX-?K41hy@{e!q1(nYKoH9i;Bk3W30`WICC(F9}j^?;NSM70r9HqxO>Uv>y{_9mr%y<7cegsjQhy+i^3U z&g2xsc6=z48=6X`x&yDz?$()E|pBj&rDCmlj)q5O`EBB ze_AqWClj`YDuMdMn3WiJcR6fk%?XPW1@7?5<=#_gtVFI1KkdiDScc^xgi$S^Oa6z5 zK}U_-lXB2eN3txbJ00}`nk6+TXT{kN)z1?=mHbvi|3p|@(-D6n$W%H5mY zm!$(*hm<+)OPMys74!0|VBPI`60#1C_#p=##wKhIA&xHEt7|QDr)bzJu#8&`CnqLT zmb5{E718!`=CK_+s;~`r3WUA3Pt;zDT$7jPwiDgbz;{W*3xsF~3>!N4IwBp-*;a-r z$Ib+*I3)WH5&52U1c5e^v;>QD@T+J?BPKo-xa4M`L}p?#lcxV{_I4Z?nhjJ;7 zZ1Z-u({dA;$#ViPdKrHQOs~95mh3rU$wg$ui5NmuMaznKiRk8A%#t8WQ0h|f^m``d zE%2>y6UHEhq{)7ZipP#_1x`r&ESFZJDtYV{oz2C_neRz^&bOsC%eD&Ys^Nt6-J)H` zQO4C`PEDq#Gvk(OZseo^?7!dfl*D75sgH~=V zGty_KM^cu}gqRthnk2y(IBlYguP~8}&YB+LY@EBVt9gyY;uxjZpVies{I8BYZ%g>&vmjmJ2*WtEDOE_>wr*^F@cLq zVWv!tyAWA#Hy>e4nb_bM%~t@jh8eJtDx$ zUlymOf?JS64UY-bsbR~p@}876!9*xt}Vld21zs%Ooo-}-%;-ssu8Wj`yiK*w0&Ew(C9iXNwkUTn z6zDBS%F+tINW{^B3|tyME6`Ue$y>Oc@FG)A{kb46;U}H5LNO5tZ0C8Pyl>r9+hP1P zo(>V^&(Pk=uP=!0aB6BaneKTgVNFWG*@t*{@^f^N+*meqb}(t%w8`G2MQ_PZ5qMX$ zKYtv&rI0G)=jZWk2+!a-f%9+G92eoN5aAXw2zg+;EVI)U78AB*r8fx#b4j{D&YYNJ z5p$5y$aM(m0A&;F|R0%BV&CxL$ z*2u7V+RB|9qMDf0X z|EmQHHdX{4y)iX2DZ!s&Wh^jIa2i=D&(l#}f%5!VZj*d$aO^uQe4-*Ggz$&)J4&4* zP#q9jE%iz&4$Sd}T?=F>kDKlC)PZi9epmNhbfbDNT|C#S(t_~F0yy*G#C^S}$uF0t z#77^KOMMg56}-yu$v;B=p^U^h;SVKck5S7vvRU{ZpFMwH$hX?3ezWI8K4W>vr&l;2 zy^?)Bq`*P-;Y8V!^Yt1IRyl(bCKnkJUc{xQ`Slwg)K|}*Z{E`7+az}Sy0+}?t_>Kz zM&G82THWwB`d16K0!F2R1dIT`8vD94L-!d$*}Cymz^{jls=Z0w;AohzW&AGZx0-ki zg{OuspNp}GTPJR37oFH;OXEDf01FmcwW?L;?zQ4z(70Xh-S^4|Dh^f|Yn*wi7c|xu zMuJ8&+nNh+@xa#=+6RnQwr9_G>10ST-xXrZWnV#+08~qfK(&+*R7(kgTZn^oMue!= zcj-o(BIu63SDvUKsZm0gu`SqccQ$5wy%A%(qbp!^@=F2&#s)Sv@*C%OQ=cHWK7I3% z8iy?Qq{^qj7H8>EEIuFoVmhL>3uhz@D~Se zGgjXCTwtp-Oy11zSVFWfcZVaSp;vj%CG0sR&<5wKtMvVIX|;?dZexsb>fIIY67{|y zLH5RRo?)B#v?1%{{`7RxPV$Uh%;zklg2Tztw0fi^9_M1QdVsI2LsJu{tn5+g$@0=J zlQ4P5%v&_}U0|dXZ{fjl&IZeP8I~9yG$-9<4eqjIWrzv)r_)wey%Wh2FEpH)$|kJd zq@=;vo5|#C-jPf?_r^9hGu-(ZGjue_+{s7eX7&P+p$ONzyYyYMC8uS{^&p_d$O3 zKGl*klJU7uKA$S7_sQo|aw1_;3IVa6?e%%_vj$_=QN_H!h7`dD3Qme(m;?m*ZL8Oe z=Ep9euGTk$E!Xfaf#WmSy)zK&=-klYZ>VetT*ciEgKeB&0kK+fS}W-ho1v4d)%>m} z*EP5YJ6svZNe0~ym9gis<{35|0ZB?Bx|9&Y&ICsYqM38@eAHl1Swt7WkrYJ@ z_LfD|T8e1vO%O>_slh(%FT+|}DWYwQBI+qiQM44%_C*k}1}=*zR*GoHB8X~mpn#~g zRBK|<#eHQLD^1;Ov7?>-vWt~=ZnoIb$iad}yksklEWY?q*`1XZ7GFG2cCnKD;*0s7 zhzjL|AECQSR=O6AL)YOu?sZ71V`nEPk}%r1k)*2-NxI~}*HDq9i{|S@lCDA|=_*8$ zE;o`i6Q}Edw-Qx?xEF`rs50$FmG{= zu@`U>yk5%-(1}88%0wXnzUaA}U8EpoP(DTsYp%fB)nu$4W4q-`&?+t=B%1_3kcYQ= zJ8f4mRv3wTM`BLrX=3&X$x{=2Z&DvVjeTzYCYf>CKAt>e=2%HGbXrgnXH@t+=4xJG z94R+IJ`5sHY!eKbG(Ni`-O0*Yr2Ag4|Tg{|X$Cwt~f;#e>L_SDDGw>5ZYmXn>8J%g)!B zw`9q2AvOztN9PRAJ&Q+&IyzNqxrXobqoXtMEIvGo@0Gke5|RNDZA<_uBz%}jjB#s zVhx(AT69&l1X;B-)!_VNPhxd!E{CjSF3}wuLT*XpuoOi_{hN%mRnjE=8fG;l^8eq+ zH-3SMeh$06WcR4c?j&RxW)>7~V#YOI6W8#9@+%Y9@uJeQsREcRaZDA!0;(kgm<*Ms z3ScsMm@0tD8pc!sETmd5;bl}Ajq<|9_1uWU4}@!fX$D`O#aCwV+m83Qa)lIfmDt1; zJkz@?Iu#wjitG65@!A`#iz;5i?_b3q&EikyuB_wA2K*`h%w5T{lsExD4Rr2IX#zU_ z9Dm`?9N`{v?!a}tcAQ1#Up*IaKfi!Cff-Rb9IGTGz@NsSE=L5} zRwIT48xsB;9+hS&lonjB;1^NC8fk8qsJup+(rc8)>nw+7#qDCvJq@Cr<36!g8QfRc zqH&33)aCLMsOT5f{le%MHKLYZQP(e4i24%{wpb}voxnC5owitQBWQ~T8*6RU*r>A+ zu~BbhmCXkO1Z>Qx(QE4ObsI0*c*(}gHa=tH9veGs?6I-e#y%VSZS>gawQ;~kpN)PS z2W=d(F<@iR#<;@pp!)lOjbR(ps(sPMCv1Gu##1&vWrP1PuF=NpwrCPD@+Q;XdnxI6 SIb literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/remote/client/config/AIAgentFeatureClientConnectionConfig.class b/tools/llm-bot/ai/koog/agents/core/feature/remote/client/config/AIAgentFeatureClientConnectionConfig.class new file mode 100644 index 0000000000000000000000000000000000000000..11cfd3754b98ccab7dc1eb6196bcf951fbb8d0a3 GIT binary patch literal 2238 zcmbtVOH&(15dLN*^jN?aA{Ze%I5rUTFbrVlDccE%5DQC$GLIZM4Pp?BR=dj1h@w)d z6n`VvoN`SLwkwAe#W6oBm7dk&$T&E`R+XlEx_f%Mr@!v~^RM6k0PqlHhE3t{y6@Mx zs7X&NUiAaX_oUD*qJeDqTJoyvkd9Q|o>Susr3GWU+_ou(x}xuSvZ@{5BaV!cU<@ng zTt{Bb9gT+X{k!*z{KXg&4;;_Yj~Eum%Ln36a94OWzODnus}(vVB~Qzm3<_n(=XLD| zd|&G(-+WqL3w-TYeYY^N#V}I#gBm}OdM6N$r?~JuUkj6h;;X)1ZMklNVf0N_WFmH4 zNoMhVU+EOm48wI_yN<^X4jbH|Kmt#=oFbwil~YwobTbT8_hq#nU9u(u(U4@waHlh` zZ*~soMLY9~GM(7!K`*Y@=)qNnR5MB{g+7MUP7iPMGVNz>CD9|53(fpM9b9#7Nvt$m5NjmL7i%5lIudhjX2(87(a)gSHQWV&d~NmCvlCQ zuO@XTG%HdmLiM@~9N{|O%Rp89-IgmE?u}1GVI6T5sl(KGBeYQbwL^s-exMopJ9KAV z#E`$Zkr=*vSHxW!APl*S8as(Q4C$iZXbO)S*|hIPrlT*dsIn87Ok*5V47dN=K8a~+ zJHp!Ijg7T+h8qN?i%yYmj#(Qsm@~Lem?Ga}=sRnQiqv9PXhC(c8iz3&%9dG}S-`;R zBtLS@ZkD*+IReJX@vv>>tnhzwY+IQtc1ThoF^W_ycXB*$&9cR@Y$9Xjt=U-CPFb0F zKAvNnQb$TQNUr-vnOg#K2@^&Kta#VP~wBr*1HxcdzAt0vm#xZjTMF&V~TrF&uG%!dba@k$c z!lp}RsF5ZxgcaIbDB=mxGRZ%pAU@tktb|WW__T!2@HtTwN_c>W+h7Wh@WnQ|6>cef VsgPD!P#6iGOw=0Pf)q!*ii{!H=Dh2C$7eaUJv3U&s#8W2M^1S#hJ^#EyIK7macuO@v;Qhz zh9P%XY31%S43{gLqAhq+=sI6^iPH7iXncj?QpF^7zA4>WB9yjVXlxK;k^ z#J>4aoCp!%B*E@Blx28P`CaS(JaP1{rNi*kty?B>3@l<8>^8s`r4u#b1jPh#J434w z_=EWavW-)=uRrFe%vAAYYu()nz(M?#VV|a_7Az~D((>GNomAGcd1}$haU(S@W-{Df*0X%dwk^A>%i*@J z8Tw^z%U}$J>GRsMmNGOmpL%xgJkPqL(+ies=;p;#X{+YymYLE`m)oXhq@Lj>w>6jN zh_Fv;Y`O^*c&ss*9Av~s=x_gKr(49OLfr1tlA*c*NcV2fG4m2ZQ zwT?*AmXaDc!}Hw@l*7%emD5RwQ)0mF(PkKqCQmW!oVM(I>O6PnY)v)RiSu}#j z@kA>+v6G><3AoGn7(>Sen@DwKxbae#=cX?TH)VLcyD6kJEp>wf_ty{CFp%IC)ASFXF>~2b@46US&QY>RQ{XkBW z+;j3|lYHcycTmCJ2ZP>cB4gkGALFG935*|T#eR%XbkVX|?l@g}?sjG8b)zcWJ6+i& z3gO+!b3VLM)7s@r|%Yy?kZq7~zq zBxCtePq376m_Z>4Pl?FHu(>1nE{hgQJ9u`e3HG_#z3&@Ma^Z+}FR-4Vhf5`^xwmoa==#S3^*kfB)fMt8ay*A_agwvvD224*fNQr?@W zUoK*9!ZMxWqh{GNn!P|NgeTXWaH#A#LNhOq~dFF~lMxcv{p-pZ1#d7Mtxjbh()DUY5arOQ9|*pz z;&psQln&(83cgCou9nM{17b%VZfAw7ejVQsC%;Ka`XarXB)x*SD6IOBNKNu3n`cGc zM0nhPlIoI9=aT8pbBDO+Iw|@Zl%9*g)alGy1tZr<1wiKJ?SmB6&Y0pi0qLWlZy8IqG#{mr~xT{OhW;W%bIC5)a0u0cn6e-J(bzyc-TG zfoSk(do;8)5?A8kxTFLI%G)NiCdD%MZL zqA}{@bV?x+wg#0=(aj&c7j74l4>ea1_g59fjVqZlfa~Fg2?g$K;Q3V%hE(6`VS2Zh z`?uc1TPYUk{R@;`5^bJQNrXv5_zvk$d}AFiHX`ckuC%mV~kbdP}b1KtkyY zBw7MPD>%lmikU=s1)mJjC^Hgn4+XCbhiFG|1*ZcTk=sKdnz#=4v1?eO`4ya#FdS?T z3N@czqrakLAc27$^qUAAy1w?G2lKeT_WpV{Ywz5}3uoGcxAB>O7MW=h?qb)O_D~|6 zklAhI-X|6T{E6B*gx8RTO177=Uq+q`DI+68moYArov=olu3Ba_%fYTqYlMTU9km3C zRufnXlhp()I>;uZ?y|)`#9nY(ug09PnJhphY!-uoMLHyq^90Qas09fv;u_UR3;HCh z3B_Q-@+^(R2o}MzooqQB`aA5IzCf>U!b~4gyqM_|G(DgRk>QK%A$hw`-`lfPEpT+4 z(0z$c2pNwM7XeDOr?+nvyKdpL75G+D^`NVk6`_`)s}d4E2Z^Ze!7D!15t2(NF5J_5 z3$NCf(^GA@Ofl@MR>76Bv(6Nq9T>a|>CA0>;U-?Yi`UP@uin6GtB^yt@#e9f_}2or z@U5Qsw~O5>@;9-=bL^52s-&6$^1)EiH&qf+qHOrRD1#?j05?cj3BSQj>Vdz|?-ly~ z4*lM8@Ljyk@jZMWKOhR%&LNP-57YQj8t>r8)Z-^<{1iVs2j<}Cc=sGS9Q?w;FC7dy sP#pTtA4~_oa`0;hmV-SG_B!AWHWVjg4h9`09Bgy2-GSj?(ZTiq0iF3bBLDyZ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..63fdf7466b343119d72565f7e5d918f3113c363a GIT binary patch literal 1446 zcmbVMOHWfl6#nMkzNu1*A`f3kQ69oAC=yd7!GcM()IbD^f|j%HU2- z@1zk$EQJW-3=#WQ8iwWaf1OxhNEx9e_vL$`878Nu%k{weQXP7yc5W#(?**mY4I|L@ zMdDU^$*HhPv=ik(*SrH^_cWKvcwDK#cFs3mC9svI?^D!rFIUZ-UPI_O`WX_X%GUN; zrMSWHxR?BL=ZFev3?Q3C27?Ua|9r1Ft}-l4bsyF{Xf-^ktk8=4-nw|ho4zdu%2?g3 z+CXn|T^G7Ay_13y7I-jMJ#)Tpbi54ny|FP2oB}q5<@?-ndPt|ya;amTaADyB239Bg zp$xS=?e-TK*4sxzDQDP8IhpoR%1O8<3K`l*iQ^CMaQkS{$+M@)gme5c7D+f6_jx)K z8BJs(StlRMM~^?n=pxSkA`4HLxKM}9^->(VOW(<)&4rW3Fxx|m#4$tgbLC}7{uxPX zn9h*S*DcLjktUcSTMnw+-{CY5d%oBX7l!__RHD*s>{=#8_8YB`{4KD5IOQ6T~NSg@D zNHRL}4T&$bVaU^(J~1MR6lnwKBa7PsEOY_!uej32&}VWx#EuRlP&fyVcj1ejm`ixj zjk*kE80Bz{sKOlPNIE3L9EQ(w7&6j8dqJhZLM8Zw9ltPgD-cIr1)%-N8H_ zkt|Z=7-6pO!Y$!O2{%i)h1(=CUcwzr?1CBOFu99_p^puB4Wb4ygFb_M22%#pzX6mu BdyxPD literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$WhenMappings.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$WhenMappings.class new file mode 100644 index 0000000000000000000000000000000000000000..902bad97808a30925c7faed46f418432a13b6f62 GIT binary patch literal 970 zcmbVKZBG+H5Pr5TT&af?Eh4BOP!)=BMe!v;Ng8@J7yCkb1vPwVmg}Z0z3!2_Yt$ZQgL_Czop|UGEu1shRJiKDyD50 zUYO0sn{89a*8<$Tx`9?Z;^=Vv%8y0R!tq z2O4SYos3SDZ21B|tznfxKfg7!9D}j1c0z{47VR0ss2y^rLwXy0-zBVDN(q0<8mT}+0${(E5<52(r literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError.class new file mode 100644 index 0000000000000000000000000000000000000000..03c5905cbfd8ccd7527e8e93028a9780b0371b2d GIT binary patch literal 7507 zcmcIoiF*{~8UKBo&F*Hiz$Qon2>}9&h9tOvcqV`(1X)NTB?zUo#bI}nEZLn|XJ!MT zt)*4b+WXLYRIOT%Dy@pjm8ubYSZnY5wD;Zq1%3MT_sz_1He@$E+gcv7^UXWo_a49Z z_}=e(?cZl!1h5YO6lhbD(GguAiYh~@W|`5rZm7|;o={WKjgm5;8l%a$+G7~H;fD|i zA5cb>XiCwBqSx*}pvEmfDg=C;NiAuu7uej=TL#CSV;Qxhcar0PWhAwsjupEEmi6k! zQ1pOm?KhO9W=0iF(=EkH>Kym$R)02?>Jac+OV)nC3QtYQ^k16jw9SO#+vdkfY|NI3d=f4J9=-zmBS2QAP+w zb`PsspOVQiaOmY_)GgAZWzz!(lU97#{Sa9t;Mp4sVL2|WLIf8HM9YvN5%6OLG1QGj zl7VG=ob1}r9z-iv3S3@{-K3${Y3iX2lSNI)gi?*XwSGhymxb|{&jA@wtAkjDH3Dm9 zW^bqJIXL>UR-kj{b(3njo|Tps=yq8UmrL>Iv93=^4eCZ(O}JbNI9wUTRg%NnnH8}O zU}A38vs$8Hd1sJiip!U|+1;;8cXt_zCVfi>tA(>S1aY-YzhGQXXLOC_YjxoZ`FP`c zW=z0%Q>s)sNz@^|=?gN0Hw%QM7LkNHsAN-?!11!Q=_p66ox9UBHC8}!>s?tTf!1t7 zkF;j1K)}+Sm=%aj+cR1$M$|gdzQiq;>%@ux`Z#m4dL*?`eMF5qJi2u)u2`FuxTPCo zeq1Y1pH@axhrBy!4Rd5#3b!hOy9(3B<N+rr!%GpG+^lr?pSlORaS-1m= zq4r2t=iO8DyhBJpm3!)-K&5UC%l)`;19T?})EzX4ZDc@A4Mw={G6MF=W<}tRve515 zbxO&hsHqxBC6zpEHx*G;i|efIL(y(oJ4}k|krdS^wIHFIaU+>woSIP82p`lpn5Sbt3zF2%gNqGEVJzZdbR`XmL z4LvC}O(zK)Y$<{Gi~z<;EXs?JEk;i9!UWF+7W=Vx;oa3ZjQ0r4b@j8`%e-b=|4Yp# z6W>WHdOL*o;)oRXKJGClLzFqCXRS<@0IV)yN=Zl=B0)1BQQSLAFqjcQfuk+4H({$N zAv@nIpySiA#w2JtC;nibVlRgKN>q8zGr!cTLP zz=r?P&jL;R&aG;ZeTt@QV`)8W?h{zf(?D^Yw&h}o@gh(q3$UWuCy26pok)H$eSSY4 zsA6~iS%O)t`z#TGa{HZR!sl>b5D()Kf~v&hJP<_~P}3@UB%a~++p=P6 zS!XzR#(7G$kII*pp;VzlPcYzem22v8cazgmPIIqapek`Jh$ry{=3`lTG!@aOeg=o@`l9pcs^{>06`sY3 zFsu+hBN6uCG@GY0VcaLMbh6^Q-CD1b-k(s|>?wn}R`CVODsGQ~Q;!Gem`LwcQVKA%3olBCk&1&$38YeXTF-Y4EJ7;M2=z<=KaP-heOc?}`S(qy%)vld%kxl^)OKx!4og5w5`$&TaY;YN-ZuJMJN_#|6j zco7GS`CP(h^A@43c^-pu)$djhadvPfvNmBTj)aW=`_MO1R7e7G)|0Vb*ze!&$;ooZh zb@6Xt9IN(le#1#zGJ#7U!}@Vt?h>xB2`k5Ol}qTb2@A)u&Lyn33Dx7cde2F0d`T)_ zfxqy#8ou^0|6Sw9rM4Ry=soZ@qn+0c>#zg;7{EU4M256UsK$yy)s@G58EueO9d1ro)w!y0em<<~ z+^{MPgXtj_uA-aO- zCb!dciPvnoRC@Ug-U>`=>jdcRBESiG1LUf)fm}S~B01Ebz~0Wr@Zw>~?F8O=eP`n_ zesYYjGkS#hjw0-io8p`Cw^ zNQxA}mxfaqvS)auB##?kUVq?UsPV%y#|{B0noRS!uf;HuR6-)`mq8O}6O_Yuol=Ys9fa*MJnl|j=uY+$wy86L4hsA{3$A0}2Er?2@1k)$xksGD7oWv5 zl`p{9)>?5KC(qz(z$tulpw%k|TAxKm;w$pjRg;+)eE^+zZUR1>J{TO}_!w>NzKJnuieuAIwg)s3m{CqDi zG_lacFH8hX%rgTH>%_>T5Fv*mL(V-`mZ8yp*Q^nw64Z2qF!ldrpNcC+cQFG%Z1jNo77i+Eyh=lqJ>g_EIbb;bq5-@uo;_{EID@w% zEMkdae%iswMiI*lCF1LdbSSBA!u@;51U`=o^Eiih7%slD{YAXTP+y(RiSLgFTxlnb z7Ae0YzZ1jMH8X9U873|>_l4<8(^%{HzR;antR}~s-wr0b3>zn7V_0|&xG$aP3MXhL z!C(}U5CU(QH(+3Wia$}_tI=1t&TwaZxD*A;K@^n7hfz=prw#?ihoz(M!{zbeW>8~a z&Xt0r9}2lrP!7M2%enKVO0E*r3bp*vj|DnN(A{MI4=b;AVe2Qpi!{fnh}XS{8RlL{ zl?FNy@J8Q}2AiaAhDtk2MA{Lgk-bzt@`f%+TWPsH9PCLmi_Gn)o)&KC2`@YxYNrOW zrANvt0^B~n=?rm8YiXLPuvU`Bqn&JM5_wm7-g7f#=OrBKH07LcJ=wrN71W_m$y@QW zpf!K>7nFXc4~FYx<7p6ch{#*OJVn9@fd2!q@DptY_>8RQ10}x<{(O>i3O8n1Zvo|s z7bGEk1=nYU@vk`h8{TCYwBl+DAK~L&FpG6;?4o4pnFP1U PTNEtjEov5Zi_O0Q5|@GD literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType.class new file mode 100644 index 0000000000000000000000000000000000000000..3d3892440d8c131d892cf92f3d36b1b13412401d GIT binary patch literal 3603 zcmbVO>r)%o7609pkc7O6W$HLKc4F6&6Tk)8uG2OVrj~_>RSV%DLF3|9UZh1Vtaj<{ ziW>Lj^p!r+N75#3zxGoXo|~!Lj-F}R4c*M-tQ&Q`;5fEZ-B{D(5CZwqingw0 zOwDR$3Rb%{UOJ?d>_k@J`MpBohzi8U4a@K*1WpWvFe;v7Sj}v4cwQhfG(4{&hIkTv z=og53%Z4j(`Oqo|B-1*TPg`0`7Z`XFPvE(L!gd;lrI`YvNEO#Lv#k^I>d^4QGoZ%P z^SRPop(1eQ@a!r+hvWTF@Pa_9=f9c76}|4o@uEOq-Lx&*b9`txWKlqnRdEV~Nu0## zIF1X%eN$$Z1Pc4Od-xfQdp#^CZ)&ca4QbJdV^}enK2+;voRjhVJoWc=VsM(eSFjj( z>FP5yX4Upg!^+5zxqjAlPMJwFPdR?J+WBRudRgaSQ`VVqX$Cwh#)1@Ao*a2)r6N_OsB2 z<>?NS-gmWoi^+ABR@NO|^Yn_*S~GPiqNkt0&2a2Hp?(6g8^_PWg)LR_C44!F*YOpm zXu4Z&FV2+<@7ylrtA)whbfHqoy;Z1H@7yk^$U>Fw9jA%Yxzg0k>~xPr#YAxWRe_^q zDOYRdnQConX0AM`A{U(9U@?WH7iMQ?W>riEhXsMxw0d24-854&UDxW%dZTA|nypfA z(kbcs8X@5Bt0>}Y(vn+Dt?@duovko|tc+iO0({LSK&{^l zLMpTFprVlRniDu8t7W%}Mu!dz$3A7H;_G-PiFw=+c;k@$J)O5(YnsJ!iDQAyd8ljW z%6coan^}|klGZl8Jd4V6+I7!%rZs1ksUCFrZzgdU-xBEG6(*29Y)|TG!Y*?Unso1? z!0C?Tq~EK{OzK8OThhIaX->X48uZ-lxf`WoK36Tylm%Yu>c1a71uvo54;{-X46677 zMrFiSkH%o8Fe-4q*QgC^-Cot18?D8LHm!Twk|yomh{GmktM@_RKjCuf@R4KLZrs$Y zhN-*hl5MZH*Y;_!p*r8gCGq|d zY*l;@-%sMZ_<_JwmsQFg?`)pZzQ#k|?~L6E|GtwxfVbOAv_(^A!#LK(lj+gWJdNL! z)_Q~vP~=0%2Y44*<@fuB+_AYUjmzx7I}g>Qa#BeusZ>%)BodF`d;G3)a_8Z>#FfNA zbU?YZ^YD^*QzUNmCzQv3iA57iDzc&^qWtyo7vnGf_^&ZutCR*u15u6yvu0Gz8g?cB z9yqqj2%es8Tb|Lk8!575r1*gE3Lb{fuAh=41>nlz;jbJN{>qsEqz2_J%wIX#eFR0` zNGaz-?h1(TABc}!Jo5<2zxx2c=TkxhN&JD&a{&pCNP+x|<2gL%Ycc4gmWe>g7Mh&R& z3UvS_q;Y}zNyIb$2@u`H#l2V&Vg)+B8g?F?!v@&FPZLZ2sRNm9T;9PKxADeaDYS(g zoM;`6i^P>0pN;<$%B_*eCazUR2!6dX(zl6xWhAzVsmh2Hg48Lzg_|A5kfNn0AeaNw z`~^;YA5qDTd!ItNGf<8^!ps(~`J3BOe{4~lk`D`>&`9~m~p`Tzg` literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/Precondition.class b/tools/llm-bot/ai/koog/agents/core/model/Precondition.class new file mode 100644 index 0000000000000000000000000000000000000000..c28565dae29cef6f90dda8dd26593bb97253a831 GIT binary patch literal 838 zcma)4OK;Oa5dLl9LuiBBE{hBD6Pz6hE#c@T|fqohcvPb zY4cje4CVU&m3YYD?sS6*nFnqe+*;$XwcFUM7BB@bN6u-6)p{89{bOl5kx)AJh1Q`F zw#nFUgr<=M0a4{!)%}BNbGP-PS!I~3U$%Z|BBlETS!>DR8yN|cM6xtYVpHl!`psJ@ zb*WMkx>wp-adCxVwmt|Ab>{C&BYMIJ%I3q96b+GE!K?rS8<78^M&zfn^)M=oXgKXI%$^|Q_bmOdWlyuFV8--$j1qJ_Q`Q9 z**3E!^5=WHZ}&t4YKtI|4+e%|xtVCAhO(wlRIECI+`XI&!_*#)#|UjE3ACF%S~0^+ zU1`}!h8-ET1m)OCguDj|0K^7 zmHqPHz+auB@C7rL!gf`j$UE2|{e%dvQO)Z|NYyZ3!$OTZTq2F-8gAg`5m<~{xP63d R3@=70Mka<6V|HS%{06imwn6{^ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/Temperature$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/Temperature$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..95de7253c44de72889ae0031fc234e56275283b8 GIT binary patch literal 4011 zcmcImTUQ)a7XD6k(^XwGNq1u+pg}a4^aUu0wnsZ))? zxn-PD$I%&``3b%_Z!;6u%0-thmOi+aKg#7kReclafDb-&pE|d1@AI8~zP*3=@yl-j zoWZ{tCQQp%cik1kT;Yx{jI!%-qv}?;Z7lHW2KP+A=JDZS!9B~gt#`Pmf-$(IHFMK6 zY|~jWURYk^Wq-1??)tXnTsIm^P2X}I!*YD?Ii_t~;EqJ&mH8&rROvw0C(lkYBzGEA z5oI{_%Z;jtF~p`U$MVlIL^9dM1T@5TbU|l``m2^;c<#s3@0;tTx5&sc?q&IDJeRF zqdM-x{S11Ai?U~J_$~oF-r;nuHNprlywKb=nLs}V;!yAa!->6ba3?z|jxi*{V;3EY zGtTfvCu;9$JlnzJofgT!K99-F?E2u zX}HMHv%>vWoH9I_=@c#Z3^D1~s%5t+9SOmSOm?Y5=*_kyksf#UKntgGQWYQG`}MQ| zs-PGliNB{dhd0skLdEk8T5)cEVS4U7MdU;W$D8856M!DiMHJ(>fJ+SVW{fkO**CUl z>TYF{535s}>umOu`9 zX^WiE8m=(pND&T}Gl-g3a83ICDj`gjNy{h`NkmZ1! zD|kL*GNq4&DSb?)^sykNkF}+A4a*G0cKNT1{eD-yM;;FngocU^6I?@vuF0%aW^7)i znu6iz9#&qJ`nd{AZdvP?$M5yZRM2DZt$S+}_=d;Jvb>P#vC4&@(=(i2pmaVYwj6(z z3#wi!LnL}O7Qy)T7U{IjH#wQ;-)Vw&mgE!}id`%g z3Nv$*`5TKabKk6(zDbixbu&U`mLmU{`~!*pI*nhqWN)0lDiaLfZQnSpZ{N_BJ|+BV z5nV~9THkU!7*m?dv}j{m`|bm!Z~Mk6EgelO69J6NAc_FOuaJVgD&G@hh3MQvKH3+8*1_gzUPk5K<8 z^)>QkAgbM;?ECgVv3_|J()EKClVfegWak2+DJ^@&8x<}Gd~8gze!N3Wx5*^kS9kbc zM&)~<-p{<$7G=^NTc>D#;7ZN$ttu}%o0hPs9GGsEXq0`=~%VNSWU=ull9=m4iIqtClF zugssfq(Qy)DkzTY*o(WoPEL^IbP-P~wf$0q==%c-(HON!Y6oP!wqs1AwNy6K=-+6? zacYTbbmeZN`~UR8@FD#t!a-_#sF#v5P21##Dk6wdJD5+W@1QS#6A#|SBMPp45B2Kj zh-dENLU>823jugundT|WHftev%L{N1z@+*atf$2eHkfqfh(|lZ^ zA$c6>35j^!lM=NGjrHZzqfJj9Q*akgG2FqK|I(Zin3Z%$v+`s|!#z!teHg)6nwN%D z$%QnO!n1ge7Rm!ZLSvGlD4q0w)V328t;4i)p29TF(YfT_r>K=K_C&wNOer6^iP`zQ z1Znw&x?dsVJ$1l;1Z&Q>UuJR|C0r)+5_p#GKvLI}%a3g1>05a57OqIrcLRqUH-KqN zlj9!ZcpeG?FW}`m@EJmo9>;U}Tex}$OM818vKVi&7_YOa;k9OH&5)0hxa?O@uHDA# zU*OHJU|vg?Z{p2usJHQ(*<5-hatrIZZB)O&gJJkJ;zTE6G889W_$Ptr1f@{weJ{xn zk`uuv!Fk`ur_=)fqTh$K#-X1puz}xlco6Ujp|*rb5t~K4UBq>4QHytq_#J+~1SaqY z{Ba2b0)G;?A@FAbO;G8BX@PeI{vvQrU_oF+;H*GSATLk~rcweY1u_DM1P%-I3kmY9 Jz;gnB{Rzv>It%~+ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/Temperature$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/Temperature$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..d1fbd93f6e34e2bb221bde8291723c57b7df3798 GIT binary patch literal 1795 zcmb7ETTdHD6#iz{c-M;qi)kr=rU}GpAT6v-dN-kUOe?uHjs(O)LTWUask?Z+OLxWy z^$GQ%KO|3m>*b|YA1aH-{-~&D)&?vZDbCBBGv9pYGH1@5e_#Cl4}eGblELG?*N&o= z$6F#)(rZSs@H)|<2)td;aLf$t!mo&OTeH7mMXr(D_ki)yRC~kR2LLJ2152eS$Fj7fm>D41u?*;*}iX&Ah zpT9_5#1`fl>}q{yw_LAKXFMD&r(qYREZ)Yg4Ce6;!@?`8W8n@Zx-=-GcXZP6{7{KF z3s9*@L4B0WmtVZZwylx23tb$L#{X# z&*+?(^g#^0Fuj0*wFy7<^{znLVUgi^?`+XAW(~)1duNVeo1~;k5}-kwbdtR@`}}8f zws*E>6xid8ZJa+(r)?+=z0Jy>Wr)Nqu? zIXa!EA^e$cQIaKcTOr)QIyOmuOU!r4=Kem+Dwe8PuHpgSBZ>E`6moSROwtn+_Aw=C lGNULlCXtp{OZ0~lA4q&CF)opn_(6kEYUHW9+LV}p}eK{yr$oEV$pIBmL!wOEjLmEDy> z)0@*vn&&)pTF>;QeMlZM(@QR9>Y3Jc-}=||4`@66oz)6N&2)Gy!|r#^x8LRWUCwv( z_kaKC&j4P*&jnu8&BB&#*9v;guspX=wH>3-u-A=x;g->88jkL@93uuHklNJSdZDgc zwZe_HO{40?5E6*j3~xoRw+w+$ZoDiIX?J#_tRaSY0tylWVQ<591x_y<%HNDYzh^Id zj%n2<%to^=a4c6IU)V#?`9`@@3${}$Y#QF0qnnmn&@IdMbkDT8Ub4NVR=rNC9_$^> z7*YZ;AL@;J8q!Fr7{n0*)t%ZT!|J*hIGQ`av4(!BqF|U%H*|MnmN^Tch6%N@&u7_g zt<{;uXKA=Atl>EvS8)Q*`Haz8Wvwt(8Q*6eLx zO2ZhUQu{Q+s@jdF?yw?}T$xZbj3X~Sogv5eHVj7~{j^1aXveKg_S2uo-`0@Di_%At zqL)p}^j>AY80?B4!HR}+IIkj%3k<%>0(efV>e)_DTG$`ip1#U7TCSH_Gx+blZx~i) zGNW7Tnc@p^ObeXcD|e+{H)?vlp>w3hXR_N zmAzs4sr#ltF}JW~do)qlY&Qy~pAzxrQx5(c% z<&Kq9)>*;dKE9t#A6^-Ld_OZdrA&%x zWib8vKsuUIMwQ9Xlix(c@o*|KKah%ZpSU*UbJSGd{E?JKPXAOql^hKZi%D_qZ@&o5 zCsG6CrnnY22X}46iDEPykEUWzJ{HQ8&!QY<$~yau0rX|Nd5|Z+uQTZ<oT^ba)>^f>ZO^b=b{zBj$?{_9O|`46UiW)X%`a!V ztE=jnOfj=7a42+CnabSLw+!M@4{GPD{C3?_^9yS6RPpS&m#2$dOiiD=sOINX&V-vS z%QG8B#cG?b$>u2S-65Rr{wdI{?kyLVlU`t8fz7tmYOEQ~EuA`Yq}o-zzM`|`xDS~9 z%bs4{TGX4tUaMG^;mp=`*EM(_s+~MtHKl>02PI8lB!IW_6gU)lX2R^tC`ROAVy%DR z?+A}HE$?5_QLK>){E%w}RqladLv$$ts;cU&mA z&$s*x9K(lvYaIdfaRnsg)kvwXvO->DYzIew&qc5D@qNn2eBZtJg`Dhxp(#@7FfLK- zVB~+d4Ndh^Rthke2v`v*!T|4{z`Jf(vX55^Bsed_$LNKK9V6H-U((`mV-7hftP#? z1xyC^iwOBr37L>HJDA!7)lp9bS&#*h>LR7cJ1S6rmFjY$sriR^Ie+>qsDI$Dw>q8D zc5JD;wp72TIFaSZ4s3nIQ01^bKUT?I3MYrdzx*}Q!{GsvSol-KL!TlXdVps_7b5AI z>Bu9za%Uv+HC}s&*Z-1}9ToCZ(1-B9C=?1^5kr29rD>Nxu<$&8+nglL@{#Q(F`eWy zi?W~M^PN6VjbIK}15BrVUB>x6TPvWOh@7@`qEPBpX9E*>0=%Dnx=D zj9?zu1BDX3$n%#R%dw^p{BXmey{bl_XjeK$I*CkTA*g8*i(DxLy|nB9S^AfM;XmRn znHSM>(vDE_=0TFTpOU2A6`T(sUhvDzA@B&Rcf>>7{Q~bMcc6cPw+4K2TNb|KNnXKy z?D{m*8^KS=Pm}XqKJAp?m9KEfjNqr_EBF9EBmF;|=lF=YY(~97YVz4+EL(RGs-Rv$ zqXG*yDVi0$2j?z?3m4v99Ce|&Xt{{_?~5)jxrn%kx)|~~{VtL&3jTV+#dH4R9T#mE S@B4E%$uxeCPs}&^{r>9{x_xtr;ev86Y7bBpM_zKnCJ%SCXtr%w^($F+`%`?J(0}nwjawISple zu;PnR5obx-sKIi-0zH{N1-@gA5 zz$vT?l%-Rwd)``6uGy}yiWRSA7n@$yZWNogQq&gDl+NgH=iM!*<+)9YCD-vC*>FCy z7s5H`JlCf_10isJZ^VvJ*Sx??8!91?KIzcXX@Tn#<#o9wiw)_n6_@;$|Qkyt%q=SNslv zOfKh;!@exKv7g4HLYT0ak}whzd4a@)o|r;^7D)^U z4>FZQ9?xi)5rL#%bCkehM~pwq9OgK?X8QpHN>zdWiOJo;gmWUw33PEmSV@5sod1N? zCtAg8Zg?(nL#f@ejF)=qxxTrjJBBQ;Xrg zJS8SgkU(P(k1NOB^6GYUYLTxM>0gi)-)r5>;6;IhOxRuQBuC-Ni6X9IN>6c z1>3KA)l1T?Hf%Lk_PqM$Mu!6=mc~aGUc0$rcbL8so8M0Rt_aS_Mq|nG?fD#D#w%I8 zgunEp@mGOb+|j4FGah;nfoj9^d0t&7S-hH5%vRM7&cTv^wR3s~ujOzWf6L+w&I%lV zGA?HDdKTyP!gR}4dIv$!O4|NpQ#M$gfq2l{Nqdi#|Dy|qw~1VB*gWk_*|N`Ts6Fq5 zHg*nWEa*F7Q6S~{HGQANkNjw&KyNv^p~x0lmA<4sqq&t};tbsg-GK4bssGf`qghJT zIUx%7ZynDXgGTVXe=BQP`?H1_4h=KMad$RQvk7`re>NX{X%61Mb;6hxXAkGomN8_^ zCfFyVKE*!$;Hz}f%vk2-E^EKmU;6pW1m&KXZ0UJ{{+QKEnUJPwgm8fr00vS3$*JOU zpOxp-z7wX^Ka?C4vjdlYzO8`|Pr4{j&vkjWs1l4h5c<%a@hPSp66wst*9z~ca5wan9oJsmY_8g^Ynp7DBwj@}mSxM)<48HS6RZ77c?5Ld zk}oUu1-TI|%Px7Ft%`lY(ZGiyjO7mASZ6)YSAI)wglCq*98cXOxt8E#g0B*WD>+KD z&#=$y_sK3DpB+1NIgWY95o?vJK94ZRr}ACjp=UbZ%XTK;$F}e-4iu*D;!t7wE`|#; zcQN`kR~V?UJwS{+2H58@j6NJeKb}V~s{B?6yd1}2YW3fE$tT|9Tg`;HYMflyzq(I5omZPP~RRvy%=MN zVcOyzjqU{M-xFxO?a|Slp@}^gAM3a{2xsrb6YUV?84<7D|6+&Lg&7lJY<@70JU31IbJzk1iJI+C9vMuHE3O6cV}aZbHqq(>hBp0%mC>{)YJ*{ht5s z;bBA}-|`*##w#;&txURTwvTC~dpLJ;*g9O(h?GCx9*o|@1rF|TUYM-|Tw^j97jY@@ zV=S^FP{QSifM2lJ_s+$_)W4BR-kJId#y^ot+?l!$V?mpn=I=Ya87Q?$j)!C8QI1Eq z$4PD6fX)XWz!~#b^k-o7^aNbg?$A)Xco%U6Z_zPboQ&R>Z%{~Jjje%?QDc9T+N(_M z(h3qKTr1)25|(kDJ>DsiJnyYQD6HW96$~jHQTRZ?RQOQAQphVjqmWWaD?F?4oWfCs lF@@(9#ubh!Oejn$l!EzJg7$RK&MABZhvrS1f0e%%eg|5czU}}3 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToAgentInitializeMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToAgentInitializeMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..f27fd8c681deb0ba6062becf40a0b416694a5949 GIT binary patch literal 5875 zcmc&&T~iy^8Gg=6NQ)4#EFZ?gvK2!J2(V=0=A&R5?0_v-5Em$k?Y7AxHe!*qOLSH= zq;1B%$@IDxnYLG*b|#YxU$iqZ$s{u!>fH5D^s;}V)9HJ5SJH~CaH`hRf!#fy&--zn z^PczUZ~yx8F95FN7YupL$doLrn9+*5Y4c3Ms_L1FwX2si6`gZx%`E4ZMc;~fXjCn; zLd7l1X~~&}ZD?iV1AWaM8UMs2MdAVjzcmu+OUu6KG?LYnynX)7N)lu{_#weT6A?RYi2P+Vhyvn zFym7@Z*Y4tP;c9^$~?10@7Hx+s2T^hRb5!3zrfLFS-F@_FFBTu=dEfnv#;AbRn0JY zMl(&z)@;L~^15ZO*UIGuhG@a{u8eMmizUl08)jzzu#z#z=~YuJXL6=6gc}7OMGwPp zVNWlVJb=4eRjcSUkl}?XpY3n#?CXX4iut`Uy&Xp{`eKNqpP|n&d)2CL+GG-!F~HE} z7$;+pAv7h1cVRe&Fh&^G1D)|S-nZpb9Nif0hJ^DB{k~Na;!!SVjf{?tiKGa5HT6ZCXcDgNK z6Zj@|um>1q(q&o1GlpwzEIo5Q7+&dMnzNP2(FLn=V3{QSs=qStue?a>T(Ay~82sX3m5#Q^N;5CLncE;Fe$1(3z@-MW|`G!gv^Gzbfp2o@1ySkH8 zPLtvFV&8pCZ6w$k*Y>)I&3A46VrWrMQpvktB()?;`>OpR1^E}{jPsOaz2 zv@$Vf*w2{yLf$7fo|XGi;-~GDb)urIRrM7C_0;sOfgQ&--W2KETa>C<_MS-n)Nith zA=l=>ZOur|x>V54aPs~*#xWtb_mBVUdx{4c#oG*TyIR-p69MOrZ$L*`%S(Zg_^kEz zGLC_~mx$Bu*LF2qqqUMMhaqCKBwkFsKwKzM`}>BdWvR4#m9gKSJY0%NqmuKSJZyZF ziI}AH(UWR4i9vENHTA^AK!sk;SEgo3e)5q#dh&2y%CZ};su4v>NZF7&s)Q3mYFL%B z5jCdDPD##2vt4SR(w&H@k{l9GHumHXk+9sO#P4(~gJS0GuRjXi8B>OWXFI(E%CH~7 zXKl#TPP8Zy}BjhiiihRK`U=-RYTOh#);Fojk{xufL^)^ z7D|+9c++B=R;^mlR}BGt-ow}q&`h~uSvIGu{(*aBa$Kd55vHvXf+}u$PbDo&Fr>(ld{d zNY6e-GClVgsXsfi4(UBY7%IiJ5u`|q=jeSI&*Kt)N_}ZZ>q%<8Of_KA(_WNZokdA# z81l4_;(Z!781hVW4XnQ@c#@Jr*$nj)U(l8Q42eHcL4wdlcm$+@kR5jic(VQe8X)~9 zJ*)jd$8q!xo~qZwLbwFs54smd<$q!*3aP)} z;iyoD1T_}%7VhH#DJB*tDp>tPKv|~P@gpjW1(~O>@SmJM#!pW0&guQ*MitkCvIiT& z2Q))M6+ffzuV{XOmS*<>LOJL;yqiN2d-R2o!#+wRpQDV*16<;`%wckLbBuBfa9H*K z1CBwCiyU1X5sq<=36AGECOM`!ra5LfW;y0Ku5fHRv+g_Z73cjj$9wp>u!FQ&rsuo= E24`|B_y7O^ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToolResultToAgentContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToolResultToAgentContent.class new file mode 100644 index 0000000000000000000000000000000000000000..4f10ce4e6fb1066d7150cbace93b2f12c2634b37 GIT binary patch literal 5150 zcmcgw>rWil760AY*RZ?5u)M*r215)Bcrh3!wM|k#W6&kcPs6usFj+k@`qL`PLxWK>wKuxzo}|_&Yjua0ak$A%9dvDIp>~x?s?yX|M~B4 zzXLFjeSt;O&K4YJJ8N!RWmjhNPQ}WWoGq)EEm=|$HG4aEoA>UQ5A2FlE)lrqIK>r9 z?iUGCdv~3(OY|6o!2Po&o=a3nAbQI#+wR)}kH!{v%>y%AG|SuBRkvc7w{N~8rIB_n z*(0-ct8R|33ydr}mF?`V<%3o5gId%yvmTFJnjubmn)gd|}y>@V;50v&1NHIp~V_ zHg~PO+rSm$>q#`DC5|Lo1!5|=xh)-Sg!pmQ(Jl}gW6lUV;|QZmAkKQ;HH*dEmO$#H zi<9URHtLI1smRLU(j3idtgGn2}P>PEVi{k-c`mdr}Qs!--}IHGZK!ni>5wxx=#8j+5% z@slwTNce1=VB~qiR8?{e8CmiQxh}36mN61{u6iIjd8f4Jl&Q$C29cQ{G8;s$1(7+5 zXWrR+Eb!fHc7J07|A+iZvK=E^Ui^eek2Un*D_?Ljyst<(S6p)e;eIdqKRYamH}Mu{ zv)2T@f)m&||D!TiZ%OlF@?y1-GVHfC2K}a1pe~)AMp+I-ZELa}-L)+a^^=Z<(DDXuvaeXOEmb>F@Jv7T(MN86q;S~1w8Z_g8 zlaCx+d%R~gVBZMv*Mf4w0&WSbwrkx?;tuY{aU1tqqqr~dtDvHSt7L!=OkK$Ou@{xVd`WW7ib9YdxC!UOb6wMoV1N!yZXD2v5WnnSRu& z)3&C+{9NyO@nlAu7I)@Sx}o)jd&G1o6*a>98rGYP_(H-+ zd8ZzJ|9NPk$!KRzAMOaioi#XNba^rq*E>cx?T`{I+*e>mCs?VVAf<$Ylp2cDSA#@| zg?6KdMD)(+MxPSg|M2^#tjYzV4iGE|9`vq%DptCxw|w;SX_(B=$sv7VJz*qQI=oAd zZZxY6rNhyU7PX;NI=azH8|?u{`8OCw+si*j(;P8+;odz*i$BLmODRGbkx)%bPVt~E z&=NRzrQizmuk4pyyJY2P+Lktrn78X=Cq1HGA+;{rWovoAv}sk=cnswvb@FC$-K^M* z`^1ssvT9@G5uweiu9+_^nS1`R_^PvC$y*O>7ToL0SZ|<>amR67nqSO4uMtXIrA8m7 zT#q2dgCdz*BrHm6jMfy7i~*XiXf!;YpwSq4f<~iZfX4FL2&Y+z?ko}Z6|GTPXD3tf zZ(vNNQuNy!PIb_d`5N7si9_^fCJ!-?nL0!|(;Gg-P^LF>h|#~$F%4z<9VA8DaUI=c z$_30|2(x$t*D#4W!lvO6&)eQLM88ZJUFe(25F4l|8k@ysKg%<*a>^`Ex1{hMQPUC9 zoo%2tb>f%k23s~pyKLD#x{$fLJEMm2%ika>ZbUK@lT*Fn-pJR;c-lWAh7d$TnUPW# zPSdG5BuMQpGD%>9%p4&$%h}4L$KYET45PqQLqP+_16RYf^mE6QQND60w1F5IK<%mQt~4{(Dn zXN4`lKo>isVX9A^tBT-=4-YJLMq@slUZx_}327pxp&Mbpq!}BnSM_t;@=W8Zjv{TGmUA_@tQr>gxS|bVl z|3EDC72*s&$9uQ>jr0z|0|b9sMbbfJD2R;KPmeyw3Y~aHay76qg9s-ci2qPO(qho4 zFbJj&u3(M+_lR3h7xA{!K)Z@HW#gK!xxfclr#*K0?`h@sx}BN$10vyP6Mu*HTSP+7 zCSE{WV!bEn`v#vVBI{20Kmbn@o(|wcgbxMqQNl;7c(`sr3t}<-U+5r>Tj^g-VN#`* zeB0Q-Pe^r6q!<@JXLyM6n!Qkfr1jTC{VB!pXB!CR@ber#&B4Sbt;pxF1#1IB;xlY- z;G)E3i5-a^30tB`qD`V*Vp!smL_{JgF(EN2F(q+DA}cXXPqD;|#H_?Mi8+bu5^qX; Ypd@Ul-v#wMFR=@k6w*nd2lT!3Uwg)y$N&HU literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..2230cb652b4ec47c68c1903c74d4a0c843247a12 GIT binary patch literal 5658 zcmcIo>30*?75}}_GGkc=Nse6%gqq+I%QDC|!4TVV1GWKyZK&nY7}};|=^+mu&6t^y zS(?R7+a#s?-gHZwE~M#B&Vjg`ratMne(d-BD|PSFjAUUnCg4=(%zLA^+9X7W#RoAX@O9o@OK7LVMRMWa@6w;?>FY=r-I6iMWx@KHSSC*=dW*TYDaJXft zdippwxTQKgpRJM_+O%MU!-EX5^|HtaGW0#TJTk%z;UUe?oMDDQXYyxsfyT8lgQVUbr>5X(-5zwVW-ZnV}^&$8+-@fitS5 z7CBh~!{eQG>}E}SSwW;gf<@7S)(9TK#~4D3s$Sv>+882vZs#m*!7+)}6Fx|-t+CUt zsf|{54Mwp8I~yS3QHH(s4P-siGCt0*WtJB-gXAmaoRUR~D)=dCL-t7@nX5cU%;JJ+ zYYwldIf~tQtP$2|} z@i;mo*o!0sMYeiz#}`r=DTXLF@-^B#^l;iFIrd?HBf61h@FP(bq@q%Wqnihsp^-4E zL{bL*zU)W28#t051#>y?Qd4m7{*L5vmT~C+?>CiG3cq=>5r;AG02WdebciA0o-oTV zl_(EV?$fW9Q^L6@hVjWpN~}*aG<%E6acfNHB4sjU{B*IQRcDelvC)f!Q5?mH;5Eu{ z$lv?R$(v%`qL$<39A2AYWE^8qGLzZqBa#4<9K8YXJ6&mRiicp(rMCT3~*LA@u;5 z%b2QKjd!k$k>^)Pa}Ra6WG0GfJR>BbM4hUS_cO-4VO}WK@8%)WuBXIwQFVlkC=vC&Y7k)p<44)wzx8VPQ>o# zK19s)Jd$b#0-|3f{H)0@a&)l4**OatWAnxr< zp7$}#Qx$Xw35Mi{S~%1tYTVuR^jcMW7XJWZFJcKfQ~%yFB<$hT9})~SLQfu-G^GfR5Do$d(jv%I}zi)oF>I3hWQ zbiT-Siu3DP(9Ur&MU28HGNYqolMM07q6zM(dDT&AQYtP6=*lXIhKU9YjEq{kqKSV! z^p@{sxVf^_A6Z$7NZTa$Q34Su7GHa(aWNfpJF!Zsu2lZ@sntQna4XA3k^{k2sRQLFJd`&nZ zeKfk)gMIGxpz$u=E#*?-u5ShV=c)GDF;${!smL?*4Z+qZ#UEL_QBqPGp}VVabTg;w zXH_Z$XvMT>7`BdU2A?byXSwB#bgZXUy-D6hv?=STx%mlo!Q0l5)e45{Uelr(gT6Y9 z=&EgViZGF^S+a8cm?juT)?9#$*5h^d9;su!6eU6gnoND02pjbN8?whR^)c$Vi#z4I zF@@IBmjfF8Ev?u?J>iZ}*KIWZjb0djM{U#{q`ry%#YH5fZDPYb0>lzXrV@#Fv8_9? zo!Xn&HJRGCj1CC{!S1%;zIV|@?J{~K2%-{hP%ENa6sORMGi4_2M2ZM`OvGCpy=BHp zI!zy~ev9UtBpMQjaoad3Zqi1Qg)PuQ8))W(RHEONVj?&k=nt`hFdL9l-OCsxfs{67 z8Alji$ALDbJFtwg00zP>q2N+~hz5c;acTtCx9wq$SJv zw1oa(OYm)CM!)G*`cW@{+ey!EdJYDLZ>;|39tJm7-`kMK>Kk`3Gt&~hjnDkE%;~cd z?qKgsOQn$lp_o45z2|<0t&QAn8;%^CZHi?cM0ih zO)BV-tR)o395h#@bdErob#v$+(8p7Oo4Axs2^D2if|P4WLQ;5=x|Z7PkrfJ(aIsd- z*b%Z`i*^XnP7rxvbdj!9_X_sjg0p6xwNzcxj8xAbshVblOtS=us2;$gM|FUB3cSKy zsav>GUrra%aFt@%LsY@lsxwZMof+u818L?quDyfj@8HFm#L`VXzXCaQ8(%urmH0~F z7QWh*_*%JJLGB&wavitgV-bR;hkPuAKafxf674v$cr!+!o@!gsyD$atN1B)LYy63N z;Lr5DK>xo^&o^v*6W`+aHok-J5~c5*M<9dmXYhjzeuy7Yj~{2qrG9cA%*Idgv-4=R z@pBu$u+e8jvFY0(=4`xS;uirj@0dNPm7#<15+s3rGXi4oIZyGCk zY&K-XW9b~Bd?B$cT5IfzS=3v~8XXg|)Hj!_CVnZjGCBjsP}~$-f=5EP_>=Wb+4LEN z4C&iSD}R?EoSa%MUh=GZ#ymsbNvlMpUQ5exVREY8Ha=4N72m~$ zr+oS2c+PCru6GpDDAk=+W1~ljyH^NbfSp7_I*~lynA73 zGZ$hS|wMUHIl!%$4@iY7y}V^10|l zzG}4dw$t>+E(zO~c7AF#k0ALphsw=8g#o%A`wz5TXb2A3)3 zPv49o_hTS19O=!DU&h8v+f&ZU28RYA?V9?6wtVHl|^EgPM9UD^SXTUISC zd?(5H#M6%UDwZ`GL{1T5VXt)<3N@{ztwzE*Nn<6yY&y0nAF3qou>o`SHy&o`U!{^_ zBcvToC#nf2Z6c{Y$)U@iko`a#h6=5PK8PIhq>W;jkg!LX9S|}fakz`I_hb$zI(iX- z$3M|C1NvOg=K!t^ybc0IMmZd%P)QEcBm*QP_YY|s) zl|lt1r^$MQ@BlNoNwP|wCx~-$4PgzZYB*iP8Js1Fb2XgD#2T1G85h=&bu>O0(dydD4m literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..0ceba63b1c74fee4904cfb77fcffdb0e26c8d0f8 GIT binary patch literal 5913 zcmb_g>sJ)#9e&qbZBM22DZ_GQDq}lFYR=9YxzwB?C2vzl)R!U0v7OWQkhNeswl&9_G5>P} zLLf1tFX*Y9ZcU|5UYId5ZUkil0~@4Wnryj1_@HT-?iU4)c8@M|m~8N(BNVAmOe&QaT$O3fJV1xGh6nbIxGc6HaZxgWRP@q8{fAW-h)t#meun85Z~ z+s&C)YGz?BWm>M`Sb8p%wiJ75W@H3$f!fTpk(mw9Pw9?6XAn@}iDHR;n+&YhVb_^B zwxBwODkR9-P)3d-DNxp}K1EOyLkP73$p5J+LSc# zIs`Tr2Q*!D%5W!?^#p3VcdeG#hwvOCkRrrpJSY&$*mLu?#n9VZeCVeV8GHVUz|CTt zKUS2iBhdz}pqv(s(Y8+r#FbcGS>vLf&$$Bs>HhTOR~vO5nyb?wU4$P5<$7M&u+BU2 zIi+(iJ?z@P4mr;i?H!>UeD1BwZ+OU z8Rr~5yj~q<5!Nr{3{_2Z#~4zi9$8EawBr~?S{2g~7E{}uR)x5@at43`b(b8vqifR0 zUF_1m#`mIXd;)*@EOOLu8<$hka7;aCUiErR%CItamW?YlsLGfm{~>i_I0K`l5weEN zIOaU#U8dN~Na|SO#%pMG0ixHSMi%BKRX58p$lB1Z((%izvZYC{DN6*C0^7XLh94k9 zIYV`OfsyXVk+Zns1Oci#+gEU=5~uN;!2V4{TvykUNew50vy74S_~hv$)brpRA`_>?^ZnO%#)?FeJHsi9jvZOGW zt?-f844k}b7Gt_I%Oq11;5z&^*6NDmCW2Xk@z0c`7m9Ng$iWh*;xx6K@B&YBU@9FM z>zY1}dAuAWN!G%>rSS_UJeA8&nby$dj4|(x#V0t&GiI9HX~(`aW=hHOb=)*^*#Zdj zt~;H69Jy2#Siq$i^0>@uEe*qBPv5?j;9kvKiLHv#@F%aAai3JwynSn88~2Mh`lC_JXXfoZb_5V3 z+Y&VdsO^s?>O7M5!=KzzBpP^I!M)(Vk$aNnerKYI`{w>|qJ=BTh7+yaZ0Fj>wS8Dn zA}!i6QR6dv{=uyfZ4p!(Gbqd^;W5Xrz^TrPIOmXKZfs`Xw3D+oO~%L3EPSEFmr8EO7^L7I%fBg;>7wlIHytsXTkV>~~1 z!EjEi5mAkHc1F*g(K#CN99(uiOsnuHUqQ5r!%}8;OrHuzNR+29La-0mLNb!y?M|sab(D+wwe11wb zkeA{S_W=SP#foo52X>So)bcQ)laD0SS&*pnVTr^ek-G{~6eD|5JQ|rVT^dn&WSCx7 z9;qw#$j8vm_V(RFx6;X{<{Q1PVD!3z(dz=E7aQpv;;nQ*q5`|nLt={QQ)F4rwY4>L z?KYyy4Wq5)!M0_rr?>Ae`h4EMBUlJpWsIo13-;=x1C+D2C{+Hne1vC!Wodo)Z7JbC zp`M9>7>7wkBb9nZ@c|=9>mw-eg1NUSg$_q5E5~Z!TudL@TCO*XTA@ufz-pAJ# z@seWwA+qII&NM&rPk7vXN4GIm{p@PPMND~Gw_zG4S-eZq3gZ;ns^p&GURmJPz^fhM zaPzgdv86fuKJ2@Y_i@Ebab|a8&+Z__%RF7nAd+6L7fZ0ui;a$gz8$z4*uBFGI%SOx zFX)t#9e9PDL-fzrQ4>hg;Hl3n{utNKihFqN?|5Blt3v7b{B7d*bA0sQru;c-q}J

wI$xSUdP^p8rVcO@Y?$c`%EGPC_=rsvJPp6-45*B^fZSi=rOQ5gKt zwwqiurRBN2Zab2>7Y&%VUAiaG@7?#V0W!YZ9$K@5< ztF%p%W~E0nu1aCbM!^)WJK!G0BtuRZ8DG6jSG|m{UM5g4(^D_=TJ5nbW?iUPQj7FlbeAi!C4rV7t4c~39wvWHSTnM z@XanB#}&-zn8qx_<=&pJPKn|w!`(51spvSiGb*N|c#mOYOfS2(Z5D)Sx}!Z^W4JL| z(V-ZO;s(RG@%38TsZ>A6r4z*hgI20kch@V0B17duz31Y%h4*7f;RA+87jaRqa$jQD z8JF-I?|;~BKsp`6GCpLuHi)^wGvw=MFEWY@!;izES@j&lYUX+g<)5Kh`xpF838*&o z07jC@b(3aRM*??9*3~+tG|Hzs6hDdTsZ?L+I6i?MBluH>sXnDG>4}E$1SJ=xb)-_( zSNw+g4H(!V;ZF_U%F8$SIxLd2BD3iEeZ7%K~}jj#CmGDK&a=;puMe*PnC=rJ(F z&Z-n;j`P_tbLdemDp18^NS5uoF!uzNk$qF{`VGTm*|21#-P)H<4~bQcrX{?#zt`2B zw&fWuS)%Ib8nj>#M^xP6CCiddkijIGdev?_b$Q?L{m%AQ?wwnQJEUUB7br2~i%MTA zAyhi)LLZW~;7dn+c=-g{ul_`AQXB7rhy_cgFhPhKEO-Kq902*}NIXs^lb3$ST=)gv zEvMDwJbhQwq2%?TC-f$v&#*|?Gu*DG)feC=Sn1&AFXTZ%nOdI+FgdhqzPIaEFy}2) zdb8f9Uc*Oc)UO0QfQjc&9-rXj-|(4#0RM#B)Xq_#!aN=%D1>kcUt^XY?e)NZMB@rd z_=frd5%`>LT0!1mHf>Z?+wsI6PVpGi~Pz@!-gwwX2G)uQTW@n1TQ^Qa3 zV7#gq|xXl2)A zDD0N33*T-Dr3ke*qsXo-1&3ZJgBCg4gGd65A#>m!y0-5I4f}cZK-6>sF^0!O(w4$d zh8J_k8Hz))>`LhuUEjZ$D8XPggx+ZfPMsmUw7hk8<%$lyps~)dxFy4eeIRr-biF{? zZV*WAYEROSo6KW(~lTpOUrugMQLeKTRH~p;b%1^KA3(9=_ zbeX*^v|D$zOBin*#z;pz8dx-dfi(#~@*@Suj7+?D%y_~&`OLbV-Z3{*hP6;& zz4vDFq+^l}d3}vx<6p`~8Bqf9aG;YX!&3cG!o*h^mgH{=CZ3T&cdkU;$uM=kBUhW6 zVU{GWy_RsOQWws|IE2BSz_&5(A2K!io#RZ1vQT}8ITnt1B@6w93w>|L;Z@`VUn zp4OsXX;*85?Ix8SM*rP&k))`6cgQozj*#UBi4LjXPzz~XBJ3`$m?Rs0iI154gv%fL zj)8k*qithEpG6KUGbs;kLpOY@#xW(uDN`J#1{y literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..88cd60c642dea73684eae54b3e16df97981ee31e GIT binary patch literal 6251 zcmcIoi(3@e7609R&Ft)=%j!~B6N8Z`u*d>NVu8>gU|d8rF0oacro--J85m}8W)@A_ zH1v_0rcK{3`%0TWuxZmK*owp^rRmqN-`78?^xU144|deZ}ZWZW>cL0QwrjbVLG zH4S}+ItLBirlzUMQcP9W)Rz=f0AqM#bV{C+)0(Uo(x)e;l$_l=I&IjRs$WT$No89# z^t4J0OkLK}Pb<1&%C?fvR#^3oZUMI5{$7UIdN=|C3|;pRNkE7p)TipI-Ou1}ZaEi) zh_HkpB!+-Jsag!rYz6LWoze=zWwj{`v&|mLRP>yYS4ro?{6R5$w*p9S%Q=SqqlQ^X zPbv0dBw_^>a1-L zug5)fpz4ILn6rx}?Nz~RuQn9l z;(@s$bI_QXH7wOu$~zs!K0F#hBla^4Zh_kfc#NUpvPmMEvWoUXlM^1E=i!0jo#rjE ztovT2$Apb_NmghMsS6l4QmQNM;S6++p(c-XIiS_ zq#G5ZIEFzkYshmIl|$E=vUcJMIL;tu#h%XxmB&&%(DYU**3Dq5b?tUVF^1Dz z*Jtj?F&woDIP19sQx@euBXn~ZmDkDBr*Ut!d(JAU{ahH&;*$)?vK2ZhS(WahIPbu{ z!0=e@%~>Zxz^5x_?QTFu&ns6L9xw=IqWBD+=PLUwL#j50XZ2~_xU3&n6)it}C8x~t zOi{oDC0NZFC*#UX$U)(3D3&fZXR3C~b%O`&sf}ozRyIv$%lla}a7vP`QbJ&ur(|=Q z(lTcall(|h@8KvIas#nv#=23A5TG&C6%?Bcy^<4kH+y9m8?oYvbZ%1Bs#0{yb`LbS zT=ej*lVv^7ni*Q|iLkGgC+z!b??V+s0VMlyZL*1?s@XhEJ?1>D!LUx+0*Z7Nl0wQs zhT())M5&V3>!q=3nkX*gii9~(+<(%G>0L*Bm8q6P4dn{kuw9}A^z-C@cM~x5ZOXoE zHZ|kcVLZ;c&r`VX%TZlM^$dTPc>J#8iSJh!`fF>q68z6-MM`$p6>e*0Cg7{3T(q5+ zm+eme*v|9E_ELG-?v|JBo0gX%USk-kE(yv$z6ro}(0F;;>jse5C0xbVsbneP%H&17 zL3M+i&sUC_h8hAdaL@e~zRf3phe{5!sPn1cqp7xAAM^JgkXHHo7}YZ(e&oIlm<3D3 zHOc^7cS#Q^v!;^cMK3R&TzxPc9j7v~(Rxw0Cl!l8=Nl=aYg8TaIM`@S8bvMNNcC6a zgwj~F_^?WBY@TccHDyjAhfl5-K{H4B5D5yM$P5h)k1^DjiB2iDoR@8x27NPge)=@v z<2S}{U|`eKe?{eQ9rTp%q>#HZ-z}}oOTJw`=Mw#rFIKs_z}%1!l!h zYMCM9irs%taWmq$&LOAtirgVP;W|&%H<|WnN+{t;^bSZu*ow>rM-2)q*ZN zRd6(;)7PCrO|~qB!nTw(ie^qZu5y9Wnir7Wy0XsQg*w(rK`BT|6R1t{C`HdV$RtD5 z#;D!ROZIhrBGJ<48S4EDQS7Id^p0Tb5+d)>1H)hG9(6jYt)sVk9(ZXQpD+zSi3D0w z@%Sz5YK!lt`y%#^r4B8l$%mdmTQYFy7Fy}Pj1C_-Qy*^9od?q>n(3D=327u&#K;xG zpX$+B65K+o=_2YS8n5$F7hjBXuLp%`nn+lDowST74a}$F-42RVfqs8?koAOEkHC6F z))QtuQmSnky@V{1j4We-;To)Dq|LvKVLy68iC|#9J4hV?r$a~tgHA_q5hqu0Dk(1G znIKk>?GY0}!5IrV#Nk9RCOSRBB0j~brDa^?)X()uG#I171^nybYxoC=ScdFFcOVgX zo7MwdU!^~419TmvtBtOw=o+WXqU$w(|HA6O@4~vUdgCs*3#)HZpC{sl)p;6T2YO+3 znmRYYy?XLCa_19)CA{!=qFhG7hub)CJ`qfYl0s5UhLaLo!qmHj)sI_rzl`uIeuXF* zq=2IWX2`k(WUKz46DUE&D!QwQSWTk9jvaek_#6bL*;y4ud9f8-JAgxKjkkuKC)keInqptah_{%;J(`lT>c_xoD)s z4`7d`{A5Gf6fvT^vpe=Jyp&CaNxF!>>~j+N+!x>@u7~l8%e9Aa@x_E%Q#bL& z+Bi#^CcQhMg2x_5(;~i9i82$VCP{QFMxL#O$%)BL2=tYGE__Bvsz98o0F*DyttAl~QeC*(e=A>NBII6Cu_$#VTJ z;&0RfAJFwOz5kT1pIP`hexcw^{F1CTh_^1npTVy)_)P}C#qX%aLI&6I`-@-}-o_s; zqQSx+Exco)%YtapH)zaS_>+Y{TexK5u!SQQrY&qMb=F(xw2-v0$HGGvbPI-scmD_f COe==~ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..800cfd3128bde6a9184bd003a9a288e6d6cacefb GIT binary patch literal 1627 zcmb_c%}-N75dZCarC(GjMG(J5iWU^M;MV~)!HP+>lqiG?2eXv5E`4v;yxkJwiIabb zCy(mI#Di%#`bQb(l_De_)TEc4o!`uFc6N7We*FCQ9l%4}XIK%6w~T3W(UjU*-Y}8m zq1l!J52dw)@}=0aZcI=SL9lL?^{$GH4hgIn?MM_WCVVTjGCBpuklzuzf(Jr3`Rdk= zY`7GBhU5dKm3zeCm!>yz7(g{dbU#eG@8D8|`KE)FUEaotbLI!z^FiiaQ-BTE4m@oA{i0|x%Tv263 zS_J%wd@b5RTx!-u?S?baiilb=TAbdQp3PVwS}#S0i%i|{=aYh~JP&oeyf?2l!=aWCuTJNsEL?H?)xboSE+@BQ)4{(@I# zk27iS;6pNz_VWI-Tt0C=T}TwXa_XaSpR2J(6(_o+1)ML$8UO$Q literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent.class new file mode 100644 index 0000000000000000000000000000000000000000..928ab9ccb6fc1c950a3621b1984b21c3219e7657 GIT binary patch literal 7414 zcmcgx`*&2;75>g-9ygPL+$01@z=W6(GD%<{V5$LXA%-$BiAoTwsnyHmnhcrDjdLd9 zp(55+`}R?5(LQXoRcldOl;C5nE~-Ctt^Q42wck1S&dep5Nhm8zVD8;}-*fiad!PL} zhkyU~vwr|Mh^qpFRyr}`I8zC0%FgCxBIV@l#H=%EXA-lvl%ysOsV~PJCo^beGRK{v z>_R%{WM@enbh3HAA`k-RDQm$>WUTB|;+~VI>=db00^tMcY&!oI*~BTy$1or6>igp-1lmWO+*IO}oj;kg(pj0XvRNmu zhs(s6lOLPUWcCYmtTc*4tdkj=!y?*3$w>p%0xhl(iBk)+i8PIn%UYR4GOP5G>6DD1 zMxZe@ZKr0ub?&ut)~wBe0z3Ss@T6UCiuj2b)?s}VG1Ll#a`RcWbe({a=T?l7nSllm zJCvJ}1{wvby417~HboJ{W`X+Ud}F9ab2S3k5<{H}-69ZGOx6A-Cu3-J$=hORaG_f% z^vI2wJ%&bfDE8Y0g8AvR6c`#=10UlCM5pY$_Qm9+z=p2)a@}YSjya}GC9sZQ!D|&> zpk;WqRuOVM{3wC)xQ zOstwuySz+uQ1ouoaj$?D%?Js7JZc)0U(m zCz)cHjFZ>ZMR#}vBQXr)?kGkvCb0d6yflJ)qqt9v59e&Dq78z~!}jCzR)+i4=r=>b ziyxvmR?Z$$V^%FY#Yr(dfbXcX^B~KPlb=>4%U?&lfdU&(=eQ#s<96n;4(+k>5!F2i zyuU_ypuA=5Y|5Er`;Zt^d00|}Aw{us`zxgINn56J={b76OpNQE;jSV@w+S1)iMpB( zFU*ds9wEi3WoJ~b)u<>z1dj?d=+Cyh*+UsyHA(`*T{k10KR0>KrV9K?q-tP+MXiE_ z#g@dK?rzr-D=!8885+k*>xRP6_msw@+a?-Dyz*D{oIR z;m`-$T-&I|OLbMnfrN{eI(?It`afjxr=f!1)2vxI%B*u0&AOz=EQqhn${?v^%ZjtK zE%Viom=|dB+@{dfmP``EX;-i_>>VVdjdAbH=jZ0>R+ZMQ=%T8RlEokp*jK>;Rty?} z%Uxw$)0fFTXT2dx`Hfp*wMxNVa@2z1)M-FhvfR9?bfZ>ohPgo<2ku#eKD495wVoSH z7X<QanTIlj-PMc!jD(R+i?9;FmOUA%$IkKD^6q zl$R+)=Tu$wucCMbuL@KbnbBp}#Jh?N>01}^nmV4nuFk#XJ)vkk_uO0O4NI{9vnH*) zMe_w_7pmCr1k^*Q2iT9ykbWkuFz#Vsa*qh?xOU-4G_W}k4Vc$1MENgZu8#(cpi48V zh#Q)$h8VR(YuwMK!ucaz&C;KP#uv{Uo3CBi*3%c*Ed~PJJ%{(yhs{89V0RVYLH#z& zP;+pz(3G(ECBnDy#hc-vQEf&Kj~XUN*N_&gH#plJZE$`8DsV8&aFG_#kii-2G_>C1 zS36v7Zc^(U{qngg!kde5joIYR_P#V1zf_xB2pgJy(A-M++J!#D2)L?fNGsD9CCw8? zQ?)`G(khXG7;Z3cA%m7a!)(>diKAb>ss!0aYK*WT+(wuJ65ej!O1Ql*Y|#M~Zpr`uyTdZ#GgZPczA7Q`(){pZuOc9OSLGEEOY zRJ!wF`E)z;+L3hD9-E&%Y3GisK14ORPRh!huy~_H+#_}@?3IU{QgKWB zyst4{M)6&*ZgQ5uw5OL3?*o=n6Xj&e;Kc$Y%?6 zXhxjxZnUEZUFgM5{@sgRxP$b+am+W})v$wK)t>=RV+AQa1Dd9^Q(0#~T~}#)4X8^f z%B@yw4N(Q9Ug4?KFTjdk$Hlrm1rz*2KSZeeV{BCtxUz;dv0KX&a|d`b`S+uaT9jkd zvXoKJs*HNeGHP4OsCNZMO3gajvz$cjOBwB4fst#YT}YI%QRh-dyH;hiyC_lnQe%r% zC+{gcSsQru$$e!fYoo3-*)`zq9mX6@Kx` z;rBTL5BBu#Yzj7ouHtsJJMIE*B*lx76fZ_nyckJwb@8hsDPD}ExED!&KfjTvGOHQH z16*9mZBuGx#gWEv@ce5qRB#avd2q{UV>sf$ZDWmL(;!mKLG1%UVy1_64urZr)fREU zRqZmlMi7eC)T~>_#SRuX>2^lH3gl+B7Jn`LwJDbTb$*51}>`yC3OX#4*meL}mdf4YnZg74uaf zf&kNx_=@Io;Q;?%MJc+G0}bAJjpMl1D(T58a6eA)n=61OZRZ7-RVF%IE8&q<7aOg5-u3?sx zwombRh+o5m+r6)m%UE!~c7BSpZtC|Z?=CIZHg^%6^9o85PvA+;yAsvNAc;PSy%PH*Zj-oQ&zg`JmN+Q! j7mc2ictYYyiKisaOFS&`p2S6ozhaRx8??a@{_gxAEr@HW literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..2504db2207016372e9af30fbd558e4a61afc2c55 GIT binary patch literal 2094 zcmb_d&vV;E6#iCnELkzsF>RW(C2ffdNld*?_>I#*s;1z^ahN!hnc~yNUW^i1Vk9}! z;gk~x{tQkW`EdwCr;I1Z{!t8XWji+Dq0NxXuJ+S=``+&Ny|>T*{QVCA_pr&ZB^-X} z`zR9XLK!&1 zb-tAW!<~i2%Ap^*j`xHQa1l|;e6x0DMo#X_*sWefuB9~!H(&9C7C(^Dejpq#G;mW4%iZC3W!N4U3TQ~*9YN5w!L9tqhSuONgExeFb6I1a< z|63jgUSpW+9f2PlwYlR(GVp}UcjQ+t=_3}-6^7}SjJ5+ikRpd>E6KW47bN~GomU3HyOUTh=94= zK)Nz8aGSv_S8KcLReOVB=e(L6d!*3_r8MS|OW_UNVYoRYV5m{PekNA~Z!vs7%2O>0 z9IsXCSKU8(s=omLuPUvNs9|g}rCx_ww2;9P-O_4<>Ykd91xoHB5jAj|o(qO-#cv3APf*X@cjc}c7%o*D zPgXnaeHrwTRLyC5BI>AE*LONz zFlhrK`zbPyv)SzB-*7GQ3^yuyJv&F=wLGnE(drkxS2n&h^jpJae2Q5r(>bhX z7|MiexQ|CP+Z1@2&c0HIUdB6Ryj#Y5c%No`P{xP&s16q5W0dMJLwYc=8e$?uGQ?zv Kdm+|BeDW7?c3=|# literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..f7831e943c40919c457cb7a4323508321dd2483a GIT binary patch literal 1211 zcmb_bT~8B16g_ua+ES`g5e4xBq$>C|$fF2`R7f@{#aO}%Pt$hNY`eQ-cBV*tYWOw2 zsxQU|)08)Vl<{s`KN1^L6E>MWbMD-G=4S4_-@bqO3SbkD2u10Mmevg+8!EI$)O4go zpzF#Pfii}zVmm%L(AqCb-#^eh;jtI#Fks`}z#|PJOgH7R6ut}_V!zr{HJe6)urap$ zDA@_Z%drIp`I*rPrU{wnHQx(8yG2N>tR52f{!@CCa-pb$H!}2en8p+#TPV2Y%E5NI zxI@@4o$Cb~Ib6WSN#t;eF!}4=9P+W%!DYg7NkoQF7Ny`!zUbjQ*1csI*<6%)92goKMZ7xONzV}TJjT-?O1Bap#uEFNLPV9DT)LEd25pn!)Q8z-3g E0lxNNEC2ui literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..5e10c369dd1b7e79fe709ec5c534449b8e73d53a GIT binary patch literal 5684 zcmcIo`+F2;6@I_j%SGT`&aaTFrIH`cC#$IKzU-GC-cpImvhc{&UcW*E-2HDNC4 zwq+J*cGBC@(cy4g*9`qKw`DMf*VE^;B`s-aWRiA#~IFdHc%%wvsO+gtxt#-ZV#`EB*R@Z3_H`7oll=MljoKSYlcplu1)9ltRrI+Lu+=P zXBT_|$2D6ka6$yblbv-iv}VPOAd)A+B4|aMip}^CLug4eid;d0LCtX|YwL@yMYNu3 zpslq%PSS(jc;(b^1lzE^2@)P-*i|1Wwc3{PVTKKJJg=K1Uoq-E z6`o^OVbOAQmzPZ)!Q*(M8SU7~Fuoq1BjY0sZ5M3f(UIZC3msmJI4fcV!@Hg9gRKvI z&jttXuT8?qlju~j3tbEp@#@8*hN_j(!w}(SuF9%UKbloZj@{VPj9w%e8j+|7QZ_Ba zq4iNVLo?~A9AOz2A1J~&_X0`RdI=!sJcEWSqR=MWK7~-COGW>jz zGAw0P<5DTnoQdFBj5T8v;|!bpO{FL}VQ`U*8B&d`d0*d1byY=LKdwe_2+s*#hY2x$ z6c^W%afCr3ZOn*B%dok#`mmqsBS>Si8Amb2u)DsijaNWe${@s*Qh%PvA7@CE72uT= z+MK~FH+=2UZrC7XG>~GrN+14}>fZ7MGD1bu6!S}osp#rPGOatV49b_j9evSLW{zKE zc*LlYir^DCEts8Q=&7&LljeeHT`&*n+{jH_%<@H1U&;6+RVAG%uT1%risx}wkfGqi zJ5yEn^zH7=R4($ss;ykCm8>{snNBI~S@xu6FHrU2v7Hm{kbQ`7=eq%w5e+J{`{7u| z3wPCd-i>6;lX>oTQ5okLS_s5s|4NN8NJy@)*!wXRrDbhgps2PM6l&|;qh*beb{M)I zYU4<^C}AJ3FI^Qu8Rr|uoJyVTsbx(H8C0+;sj1BL=+xK*Lw^G;G$cR~uZX24xVXS@ zppk#xlhUfNSN1W=jT^90rIPD1xzD{D7)BmQz6_zd4!ajm3F@Dt3y)-}8KD|p{8q&c zT12V$MTUd*)m*v$aid7(T}`*L1|%6TGi)3kn@$~@Iy-qXJ)Jt9o>1^A!;$KOw(M>X zU{=FM^jE{aFMmnJEBG?iymrw{53h)UZn8 z!Nda$Y=P!4>f%=)z2*8DuCH7fR9CL3(iX}4R|2XOjjg@YyjYHUgV?21b}Ik6Ds5T0 zGN8nRaj8%0W6w4z(tB@(gGwM8JklBsZH>g0csMR8fj+q}Oe<1UIkF+zw3T)bgrh2r z%}3gz5gJ?Q_XZj_(ij!%Ct}eUjd41qkO*6Y%BJY%_udY-3dsl7sSDpz)rB|ic`87z zhb<;FyR$(AsERaXlV-0O*zGj~&3Ex`^*JGwX`a|<6T5sGOm_gnA8^iV@(-7 zZ)#p+7D<`(&0);Y9EVd7R5Mo5&hkULV5qLS0Rh+NHFJ;D(SC{=AyS%5V?u-xdjBn9 zGE8HX#;u}@teI12FMTth+27HQoivi(5$e8$=0DL3!|&-C@g`|(p)0{XvwImG5{81kiQw+r=%(i~`XmUV65ge!h;|XGY&+@Wk6_YH zq==BuM7+h&Ut-)vw;7<_f1vdiiKfJ5yk`s)N9iER!miRqRa$w!CqC#&F&R7<7!0wY zFdLG4dY3Uw0x7rg(V?bPtDuAJIYbbbSFhmoYI1){OQ)ki6Ze?}2f#THxp?q5Be@5HcPnE&`NlcTevMcHP8h*5F%B z)q}2DQG{B7u1ZMwEF_}37ccr$he$4=xNvvRO?_Gn= zNT+Y%3peo69lUZne)T$DT7ew8h1ZUD$G;l5iEnhrzf~GmkiUT)o@1ANP$kv$kq?G& zU0jufl&D1hO_ce*8o&*jm+%h$Oe63Y`hSsrf1Ccl@3b1M;O1emILj3O`EW z%@lr&pU{Y(rtmZTd=|{XTlmE++8q4S!LJ+)I8Yq=k_gkmuN_=-U^&?9V4nl-U_)s# U=Ahp}!ofBN+Z`AV3J%`>AHxiD`~Uy| literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..c77bb360f83cfd2c6ff749e04637f7232fc60837 GIT binary patch literal 1634 zcmb_c%}-N75dZCarC(GjRT1!8s)7nz@H0V8utHKT)d=Cj!7OF1OW)fyZ@0vF;^ZIV z$)kEP@n9N`{!zwxZILD(#H5#<-QUb_c4l{Ge*XIY1HePvW2gzmo5nP_Xh`iWubW8n z&}_?qhtgU?`BJP|Hzp{HAh7FZS?{XI=#bFWu1T?M!nZ;zqf=lE`5mz6wijhLFr6ffPf+y-}9oMRl;DEHY%RjFbq}dl@lYnVzXOjSG~1 z#}9DfC}#d_?T;Ce!lT$d7)Y>-kLbRss)-tWN4l*@C~djW+PF?&me-7{wSs`GUJT@M ziU*0yD1{M*bfvbozEmqOGrSx~M#a7x7IPRyA%i?lFkJfQ)2DEXVSc*zM|@{DiEyLXZd1DwoAgoF!wuKY) z^j^5@Q@eQa!r}!CtV#Gg6`xA9+n#55(%u`(dgET!%eVKkUfS;-2x#x6_dodK?Y#xB z#2#nT-u}mABJJhwErndiFn%!EWTmtNX5D`kYA%Dhr9hh8}~ou zGKgwR;X3*4D+q?npFzQJsyA2q#>rgM(Ksm6^kFDeOVf*N=$kn8cnFj7@o)>`3~ zjCx3BO*OP|tvKp4FI(EFP*!L_Sw)1U!&YL*RkW5-IS|%L8aLTB(~9bHMa6z6dd!W# zc$la9O2nTIpLR60=x;ckrs66fIduIS(qCx9P@*;01(89PPNNtm#P1O1dxX?ioNQz4 zGpRlDj*ds*ejh#6qc3!9j^S3%>Nt>R6vJt96~{13(jytiFn$=rSQqR$AvGp2Nv1w- zlW~ExdECHFa^;bnCG8!;JmKmL(^{rbBzvzysuLmExKZ)fh@d+vGs&bjB@ zd-K+RFTMd_6aFo*P0`|`hA|vhhE?4%<0&Jn#xusCnvQ2w(`0YFOO6Z}M!H)`r_BMQ zM<3U+hMr+>uR{`m5QrR6#+7(l(TC%^4}fhc`MsIZI2&lbUI5Y~C-Bo}I2U`Chc^Hgt;^Y}{;%Tb(qr!|@}kbvUbNx*1n= z-LMo(GuZAktiD`2y-}b%o6{46K~xD`KWbQMO^+WL&%`xy%IZowp3tR1rj{}TSRk+@ zHKL|Q-RXOjtddblD6rORn}fECfsMb5O7s3OY7hyb8VdyiDM#NR773I!$-w}Ygy2W5 zKy*5$VN_vRC45*;-%bTMj76xIgVzc8tr5)>*gjV5iV1{B z;i6B~^E8w07dSAjbH02{=_w;KX6SVNdhbUEkw_V169PxP-kB*v=L@ZuXBReKrZ>-z z&NA+TA;wONKv*Ic8&rpsT-p-2+B82RrU%W`08V&F+yyjm=B-7OH19@+vSm2_7r1ry zG}>e*hfShwrMpx&iRK^}WU;at)*uYrB%NjO;`JHwi4wD5I*=eYa+f zuw_~b^SZ!O-Z*i&^s3f~F}Op~2h*wvwwelTAW&XKXIwp#{9F>r=8h=Kn#>?0ib>lCRXfooifWTX9>A6` z3*hDu-iI!k1G`vZvZ`rEq2P=P_5PfaCT>f->g3J2mp-{xzGt#m4yRSAijq}(B&%7I zc7b;o3G9?fdl&14VU5Uy@6FFHp+N1?ECG!5tLdSbQ@#($@-6V-HpYF1Oy z+Ht#{#Z^6J46^LTyJaFYsY8$KQL`J9r6&xkW-62gH=N?c=TNwI0qfPX(Au!L}LiU z5{(g-PLom0WoP89u^d5PKLh5r86{(nwb%($8CwE3&%ofCu_&N6m2lkD;xPm3!Y;1J z4R#LB=46iURkEX8C31JVXO271lAEPi%&}N5i~z3P42$iWnjS2W2;AP3NW2@pe#3k67V%@P%s(o|Bvh*64MOM*yjtt;&E|RoN_-99h(HPBqj*FX`EPN%`0WTD z5m+_38FcrjNhNc5P~rAg8Om>tpQlWop7R|7Z+ka(Mf=)$+YlFVow{2t8gxW@t7Orz zJ=c2_c1Jy%=oj$45Wb7kMCJReqYeSFDdY<~V1{yf%DI!+?zY+q?+@@&6ap_Zt$X|? z^Xn_D%xU^iAXx~!Qa;V^{ALuA&sw&JDe^U(4dGRs6S#Xyb)B!%s=%E^YqN8P-0WHY zozqV)n|Zy%LqI-0Bw_A^Ww`=?#{#D`nGf?cxsK>e$wX zXhpaX75t329raP$igenSFDk~;cZdRToZ6nRdlaj84C3Ldt>F6 zZL$hYo+z0vJ-bVOIVa3@&I$89UF*8?0{AUgmU}JYxm3P!l>5ti-T+!!MosXt+0=Mi z>6*MxWgY9+hIPft$-}PSIq26UHC^q?We%&^0lDntnb}Aw>HP|iuKad8V^jGSZdHo} zEZ_+=HQK9;xzm=r)ApB8CY;c9HQSw5OjG6YG}Le8vMF`DCUuBxH4Mw-L2S&qYca8& zrOQv3Rq(l7R!p}4z!h7;cZlz(ymp<|$J=3IVgE{p1+K>mevz50vTS)3t;AnBy1?gJ=GZ6XA)NxGHgS$Heo@}?D(YTh!;veY z;608lE9?-svb;bo#44ZzKE5=@G#0ld9cXPkhgNB$!_{#{ZNV9}1!vS2IitDA*6EIkRH6;* z$W#iyiK5H-ZfNj7cnU%3o@7J0+id7B`;xTC}0NalyHD#WSn1^n9RO6kOEIhDVL zi;N#kYVEkSx`bPWyq0s-*g`Hoa#f6v` zi(Tq6=6@w{CsV|+_MZ)<6N4(0ySt#88jG|J0Pw_b*?S4wE(?>v%rr)ytSiuwniL3Mq_8RX7l;ygZL=K`jIx|VfrE-15&E`x~L zNx`eZ&32G977TC13D*IQb`(lj8to{Qz&GL{JPd!NPVV4cO`2_&01GeSJ|bmY1dxD69>dOJoO5` zQvNy)?P@6#{VkmT>_wab&f|Q4%PZI?kro9ztH{icf3UBPdOn8V;T__5KarL1C-^?a z9R5#^`|x`k?H5S*Lw>(bE^nCl5#3mhHxHsLfh!4IP2k7)3E%i>0zbpg4?>vu1>QP{ z8%(S)@kWM!M~_yl$zg8T|4k1HUB1_!*~7%0=%X% literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..e41eac7af01bcc928012c0a958272de259122c85 GIT binary patch literal 1655 zcmb_cOLG%P5dLOYFRvGnWpK_9|<#C`?KJud|dL&^}Ar(lKFFn(bucv$Z@#gK{uK`@gb%uvR@m`vCx#&u5 z4Uf`H@+9rZm?zR0lJYxxTV<(ENZ-`TDiNz!@=1Er0UD{cbW|H@@LM6Jc}r{y z9t+*&4>z}DWQ*__3ag6XHyHf+g?5NM3ITE`GUV)YWf&f{4mg%NLttb!3OHjpKfloG zr8ZXjC4Vm$mV)N@*Z0f_q(8@Q^Q5*{}jTwf?(QgkGMa(jk$X{E;eM#96?w@T!;1f7GiQ_oMaQ2g>D&h>o^8C1_ zd}}-5irO*LBIdW{GtrM-e;S+hBb#OqMAnm8eWC4si@I*Q8tp5eCPOX5(*N_uF!dhr zKw8leR#2t9WZS0!^BiH0fPwW${!%%vMz_u~!|lP&OyJFWfma^v1YXG>F(er5ly-mi zX9qhgUX9(FD0#cT6mli6?B5H^xf7*IuHw}Swfyd{1xm#0tT6Y&+-EiSj|bGZRNc|a zSad6cVPbCuFdX|}WsDcaQqR($H)ydiR9a~y;GTDN2rflO3Sr=vMIB%WMW-) zwXl8X{p91mwknZL+C@eY;O72_FoaF5W!8v=F_IQZu%7m_NZwV>@9{CR{Sgk!)Cf6O z9ipDwNA!u`5;y0{MQ8rfA1M7!7lx}u!;ugZ2#A})BuV@sfPVm(`i+zxz9Z`VfnNC- z{Qc185Ple29R|u3H_3!>5nLTR4FALzf8jL40AK!>-*6NZ?SMSK8v9tJ(<5Ili?jP# z%#4KNEJ%%W!-RcYBjaEQn#R{OgLUFPe1law8ziri?fDJ(O-SxJmwmkM|MwuQN z%oD#Q52?K6_CPAB-E#4ehg5!3YQLTtOTyUHQj4lI-F>>xIeor!>)-$UDU{--?U{@d7-xJexU4@-%zgIQd*O0U-veh!1r3*uXs-ANY{C&7X7P+q3nAhhb)AE zwJtZM?Mkm{FRZMqI;jH!r594LTkN1fX4;|FD*^+P=k6AeMJ|sth6K{#nxh3itG)y zq`4SAioG8=p(@styDISAw(h_{XpBbNYu41rF8DDz-Yo~uWz>OTbr$#F}F@5(>k&!<9EV#Clt7_kB0rP zL~P>Q8ulZep18Fv5s2tHYpEr^$0N*dR2<%t5V`Hzgn{ z0jCfNDOzC?&OcR&mnMd$ByW5 z0T*y_2r0ZPkejYEPooO9@KP#O(WJKYBEP-QwCh4>613~xYidI&SDDSS+aqB5rxL&}kIF+aJ&kkpB)50l%*LpGOc$@x)qHkL( z4LPSmxhhRX*vev-S84SK0)O-;K*C3kHNSCFdJR|UV%7III_*+l%q9(^kMb1b;#OPr zAOGJsW0lY6?eAQP)Ggf*cH8nV#voaIuF)_8Xo4a+|I?NsGV#Yecar+S`!<@Xr zafIX1o7p?V)(~g;FQ0sqrcesV9k2?d9^6GeWEGx#n>l8zxhQb?#R|jIk2r!xjIz=D z(mbrP$-9zS7SZ(E=FKT^wC|mnNO)(1&x+%BI$r3sRE5t_?a(v57Q*H#UCQTbN9LG(?r*+NZ=U8$QY7puJHqHd6-kGAK z$Fa$E3SI=yea`;D^*?Fh@)8Cr_*Vt8f)&&`qEUgu>Jo%T6KhKt(-8d;5;#)QVY x#tDs+8si!p(ej|iAq`i<(l`=PMl_CUjA|UyMnXxWh5J-$!s2t9bpsXL`Y$rvvQ#HzZ)#N)$fFP-hayAHK2wI_`_>WXQfCN^%ti@k3>W4X zTD{c9O26Q5^ukio{Nd(-8-etP_^lpIw)NZe!?{+Pb@`68+nG?>aG`Z-hnX3^k=l)Z z9Fy0HuC&!iM9*aBFx?Qx5eD#3X1I4G?^i^H;gX0VYHjs>zpT=5$gZ%m8a-z?e(+el zC0@O(hd6Gm|)l<}CZ>x$p%dk8@ z?kV5dO}NrlW?IDju6!!`v2CQ<*sLGfG+P&0PiFOnwtFp_y6I|kXnc|ktqe;a7mZ=+ z4Paeb(GgZqr@Um>rv>wzU`~L6^+^9hxm%6CI?D`q2YWMtH|qsnd9W9FC4Y1w#bB?r z|D!)U*jw>x?9N2V+yAMMD|u!AL0Hb6E>&_BuU4q#_kS)>Azo*Nxj)Q(&~SfuL~~2s z9Z|-jqYQ?L0}5a``4(l2iDIc|Y0(=*EDV)a8i}|qXfwBC`Pd1Xqn6Tgqn~WcY^<5s zR9!7>-$g(3Ltk5!$R=@-Q3O~!ToHz_skO`+u`oswkp!D*Ka1pj<>Hd zRxvYDj;kOuz8n_p<6CkLhM;L&r5&u(-NQAk(%B$=m3%L3!EfSX6PKEp#{!+W+{6`p cwFPFdh@~x*46!b_LEfNXFlkUTST zS50eGdZ99HKagg_uS?f#NToA4gMZvFD{b1Exm*H|?Ii4~t&+|hobbQWd{cyJBx?24=ffLGN zO}Z-rKaRhk_9QZ;>V_Y>j`yvpWDtce(rZf3_UjHqRrVWAUs3TjO_9M~40WmOz-fkl zpv+n%>S~)(I<+8hB++E9Z#K-En~j?G(57E$6?v5LTVbX$G+jb2_FM@G6RV zoWN@WuXLC?_rko=z9Lzi6qp=O9DY*LVwcWc*%>rlG*0C)hSLJacZZ}4w=CWiIBD57 zOIwk?7H!L3ll2Z#MHWZ7O7DwyQ{X^57G~ADw?))P_T~`Sx8p~2xPS?q=|c)<1#*)% z?`c%&=Khz8R@7J9@}juC%WKz$P+!n?bg#-4tL5st_f)cL+}_LMJl+@RYYP+j`2Q(Q z9s5cJTtG?VFexya#xuf=}2GT!vPl+D^#bLcP<6qFS_@l6GxLZqlc?lg9$?3S93_iOFQ~WCQHF@snNg zNYdg`=@M^paSz^|T3{`^lE)72=+o&@w?d1wRAaM;0HpLs=nvR3Hc0>0(JMBPRQ-&= zPuut3&!>h`@jus-PZ_!V_WfkpP3AlouRGhhlSAA0#|F=)Cd36XIF)_$T_&AN89h^@ zxg!G^BR!Iu=pD!znUVC6nAq9P-5fLaacBS8jB$YD_I*waP7ZP$;CSdp_V$3$$65Z) zqwmucN&&fkqwwg5%wcUei`B*FD*=x`>j)3g$l5zktrva4v3BV<8^!j=uh_TrD^}oe z*UL4r;Oz}QKt^x3ywGXL3Lm!0VGKLXhHb2`=B#>F*wPZxWfmRQ_^RW{*;Zp&2J<@R zY|B;Ow%i4aPb#hx;&38&VHc@|is#87>VA?+@-@E|*z&rgg&9-6AF}#d&A3{q^l?_B zG%?C>9M-jwbB}40;dp@Ki0&KQ^Eppp@v%L=#q}eZ-zIlWj)WV%ryn5yb9DS`ezhQA z76HG7_yGDjLz*`h`$_3iXAHx@K`PP$&+#86wH78K0b?-%hqQo*I*7xOP`(!M5*Zb# zS|w|Op{*O@Tnj66)WV)&T`asewoV@QpSj`--*CC37h^6KE&AFfz)q! zz2^^%KfoK?czo3U-E~2M` zr3${Pz``;|*cH?v7ah= aR5+|O<4Xz`6kKdloeusjI&=*;Q27_l-UxdD literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..cd5ffe3b3d661aa4412113dc89f4b485aa760278 GIT binary patch literal 2378 zcmb_eOH&(15dLOY(n^aG3&qA@Cw>Ik5h&IIc}Ic-%ize!!a*vkD4iB*kO%hR+Femj zPMmVcDZe479P>Dk3gwiFV}4XBy}NqZKousw%%i7!r>DQKyZ4`e|N0xiBI*n)y3qD) zyRGSMZh5ZOv>mRQc8eRD$z7ME+KRO=9NRMKylyZ1Y9-t9Xv&mq^OOP7x?39 zRokm}41=_Cr+ZxEy1`o|LwDVw?+Pw46m*gI(aVSE<$d(>0ebl!digWai(@?az=h#g z@D9U`&}D6R-_!)L!m)Hi+u%C};U5s=3d2O3d+Scg;kw7y0!)IpFwABvL(T-ULLW8F z3BRGOh4Lh>Vp7EfrWmgD?tEEA!S&arbD5YKGUjDsD|nA#^&-5ibH@}`0BkQw6x@7W zx9YZSY;d<@ypnGUZZq6Iog*WxRxo`gm7dtfcc$$;dn%fvRJy}(bBM%{oZ9k$rwTq` zC}w*}^(s7#5g<=BFNDcIqv9@R88+Tba5I^HZgWS$hYay@wN_uQmR1<*7fRZb0FK^K zNFom{fqR%^_;HlIHO~=NyKrWBPNi(2agG{w-q0?nNZ}(2L9t0yk4mlz$*;3&Cesf} z5}!d$koa?k@xH5%xu>^uPpA4Lnfo#|2FV|oKY)Slk^H&vcl2hdHP7&%doZC&laeZ> zx(BKhm%|MSx(D&&ALPmI!Gbi$?kD2X@z1eHTuRB0lBvkGcsi1n=3;Zv<6mOrnABQe z{teUT2m-_6h2ZQZA-!!ZERpy863LJlv@SXsArTdqlLa%s=TW;VQB!0{SL~*4Z0gi$ zwhdnQ2Zl=(Vex9m+~!VClBkI`m4S|b*Y%B#>MGrl}@KG|A}j{7kIallhZe7UCTw%w}LsEem|J$G()FHxVsf- z$S;sRM2-}H$9ydp4Gw(O!9lqAxQooMbd!WCjlRR6x<2%7r{~>zpz{`<^t9flIgU>T zPrMrV3yd8>+B(Fif8Y!Mp?)O3r7=y%5-y{RDazMdc$A{DLvjggsL@=ai@&6Z6&jGs sD3-BU#uC1w8DE#NjQb5Rm$V)<5O?Y40xK?}E@CdmT&%iy=;E9I0HfKzRR910 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent.class new file mode 100644 index 0000000000000000000000000000000000000000..3ee4d2114b3370a394bac48b46d38d956b3d7290 GIT binary patch literal 1553 zcmbtU%}*0S6#va`KekK3@+B1f0I3QpY(c$KJZQMWQLZnJjg9wfR>}9hEiRkh8NU+@W{sT*=Mh&ZY4a%7494S%=TbPHFzE9O z+x?sTXM!?0zwz1;6ofd2Nl_+a7mB6zLT-cMS^gq%?FI8h@M;pH7)xLT;|z&oeMwA& zsD?>~Oup_ba%$g_Jm{vm8v?8Ndsp^2g<-hIW^HoiR2}6IrZx6-s#GmpSh#?J)d}Bs z!(EpCs>=-T+N~K=o77A#)oz*eYN;VpGonXWh|||@8E+=84zMpD|8mepT% zK14e2W3j1-5lKY}jh#Z{sc7eb=?Qb-@GEP#ItNDRNvKeekYNnfv(GPF&sP$<7bD>Qe81j zZ#9K-8{DQ@BwZ?)^^;a&h~#KsF(hpvc#!iPDY>L_FZ#`(!k@YxouzvMw$Hgf`ZAmr zO7Uv3S*{#ik5N()=@wi%tYu1$MY|Z$L85wuEJyNhl(3=G7z|uOiukg0Ym{jC#6RQm z7oYZZQQ`z4wys+ qH+L{7aZBR1#C&%hkVr}_NDN6#NZgUQD{)U^5f4bF0i7H&VEzI$6T5@} literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..7e26b61f1aab9364ea3fb72d80c73eee90dd0694 GIT binary patch literal 5658 zcmcIo>30*?75}}_GGkc=Nse6%gqq+I%QDC|!4TVV1GWKyZK&nY7}};|=^+mu&6t^y zS(?R7m$Y=>n{H{-g*4sCIS`lA)F=JcFFmKHU-Pfjy-zceh0&ORQ=K#KjoxzaeZRZD z`R9NC`VN4n@F#|GRZGvCW+AN>xZ&98oN4iN(adu_UF5b+qvWgBK0SMp=bXXudDGD~<4U@+RCP4dNNa|} zEko7Q$GO2R)#3SUmDJFt1sfb5WQeVoMMjXJ@4@Af5oQPvX@=$uGXy%5XQNQi5J3nL zhM+U2*$k7L7P=Nq62GAW7-uMU`oPGIoSD}M?J@Dft-(!8F_=8duxH$~3h9g7nYC2S zu+yqxm`+)7c6!ouCQG_b63S)n+)@x{*yZAyzPMOiQ*Op^EZVQ-Y#GfAEx9?KoA(Hu zQ7yH|$qE=A@2q1tYud{SA_WpGiWam+@CZJ{5L#6A5?9d15Xo~pXK4$LNwl8uL27M{ zopw!aw7P3BiXGV5011yW?5%Gg>yei6VTLWUyr3B*Un%F5EK*d#Pf;7PPx{DQy&6ABdjDZKRkgA|V3<>vy zS$?TR$&hlNezlwu&P6edk2X?beVU=!TU3r)V>%bx31k{@948s})%Uv5 zs!f)Y2pxkme&MQ&afY@EqHZOj&g#4h+4YBm%qM#INHJIguvfIyV(tw^F^SUx^D_*o z2f$p$RMl#{b7hP?ze1XOsKX^QQB30*AqgewRDHakG3E{PvT;n~dVcImjxUIsOUAQQ zt#oGG^5t9vGdM5EP>_1LGgAYCXJrp!5ce(f+?1W)gV6Q+(s@XWA?7%&^@kxc$==G7-cUL(Qm<=$n z!0?oxb>EZtYAmnfew0DCU~7a5G6F7f?*fLQ`;xENNL^n(fF}g?%M=2Ka&$eR%3l1B zh*;Jn3c=4X4A;lDdi*nbiHg5<_m?&6k?{gmsbf=9r>7LW#Bj2<$gQ~8eORm`F78=_ zp8tL}f*0{Jaj;58Ca>W0R0pg1d^L2o)?s%}xY-x+irD%k+RDXUPQi7`Se~xaqkO^Q zIdLB&>yo`|Aj9Ely5zLmR}E*5+ayN5oual*6}$*6?e?5m((~6qJzRZ4ZG@{d=fZ7WNCN+Ot$dZZq9 zv_X;HeLWmh0t-uD6A!}r(R!~JhSRl}`kRZO6|$H(Jq z!U^f4(Y+q*bFT-Dckyny_k+Ryd8&POOqHlwD)J0{Pp~yg@kiEfl$4Z4=(<$y+iO)K_LPq-u0bsLR;p%;eVP#bjzsc)ixaS;h=o7gaq0I>v;sYK#!Z0k;J zr}idxO{VrOqeH?#u)8g|?`?EZyNn(Qf~bTW)Qad9#lO&r|CE`u6DcC(F%fTZ^p+VX z=`?+``VE?Il4wXA#%<%ExJesH7PdeKZJ?R=Qi*<7iizNGpg+V0!fZfJbuVL(1X9|R zWgKC66$jds?!Yp}0vHIlgn~=`AsPtY#Hkfbw8_i(SO_b~4#+K`5Y64drAJ>yk(Mmu z;}ZIVEx|X58U3bL=|{Z)ZYMpv={Xn}zOnl6dl=kUeP=@+tFPU`%uGx0Ha_w9GN(^U zxP!ejEupq>o6K(G(|;!70sNNQ8H88yEE-7LG7ihgk?Le{8CjW1D6Aq?JI8A0g3Y^D z2`ay>W%UT736pw+{#yxr!nLZJ_izv@&DR>2P>w9DM<^$b3n2 zHL0LSvX)RBbI@Fs(m4WU*3F^6K_5>AZsJllB~+A62~w^h2}$8e>RM{EM^-3E!o^xS zV@Jq(E!rVOJ3-`y(M7sa-7DC83(lH()>3s%Gg3W&q-vTGGR+bsqIv*}9@PQjDeww+ zrEcL$eK}o3!&Qo54^ahItIjx4c4naW4y2jexb_yFzk?TN5=%Gn{0ijIZG7%jSKJ${%Wm-^9pFdIL{PtK#& z#!qeh%toIL#innEn6vSkji1}lY#gw0(1vPbOL;JEqt`~8jU6_2+PGk&VB;761BkDA A5&!@I literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..f09abc36905a97351b46442e63604bcbf204d09e GIT binary patch literal 1606 zcmb_cOHWfl6#nMk(ic@qRRrHkQBYwDz7{AED<;)a6CrF^n4yey=)H5z%#;{cUHL;? zxl}hME=rL)WEKge7!vNavJBPg{|jTDA#0^kB2e$7VVIblsx~7RDE*f2 z>V>0t`LmTjZUj{=OS{*8@cco(oNo!Ask(3gARwok3$ z#S4oUFt8@+->UdjqTS{!!{bhSBLOSZ)T|qUT#Xlop{mld)(SVI>1#48s-cBz z#Sx!<(b7(ZvO+`2DgrF-wGKnBqO~;TKv*kjtYlZBmZ{4pD&`&QBi9b#FiUlnh?5PU zb~K$RC!9{>arQ|LT>pynXWB57XwCJM$RJCnVGNSS?*eA~fYcY9>|o>*nLT1hml626 z51#77=ej<}aI5ci9LO_@;WSajF-(*6NX9XY?!_?DQ}#*7j4_-cS0A^@xj@!DZr~p@NIJL=u-PxPtL@FpDB4){(X}PI1*@z#?fe LXmQPA(qig2TBf|B literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..b4cbcb7232bf13d792320d24bf21ae280d457982 GIT binary patch literal 5899 zcmb_g`&Sg#9sk_fWp`K>Sy0{}BG@2cR*8*`XpJJ4C4d&JiLq%i?v609%#gXW_-M46 zv`OFZ=G8~qw5RRq@rO2T)FkKhQ1e@V=}GfT|CpYhe(ub$tnv^@eqirozVG+tpZ|OR z?*I*UOQde)SZx9LH9-f|s#mfuf1M-|wh>pJde z@Hq}4keW8;jdb3yC(|d-Pn%gUj)*}2W@s15mI=fTS+?bUUf@{Q$P$MM&$aBy{*l$G z`$A5b?!1*XeOdc=pAqO7aooxDwCSC94a=5k!?qpI@GOV>F~=J#TOo)EUaE)1$fC3MdN*vgvf4L63 z&m^%0RS8rgMb@UWtBx9hNSFE)$F>Bbs1>MLj+;aR_2tmeAh2gc#z>+DO$xJFAnHw7 zk_KLb!205Vrqd@)Z(LbVU|ZMj_+e14<%MjWzRb^W;&oZ;MiHiJ7Hu! z$GsfKUV-{qW5x`wpR~Lw?xbh1h6%i08VDhkQPZ1pazlol%bT)u#BpW{b1P(IiGl7x zJbii2Tmk%C34GC@%QP4;^7#qNGy9Y1!y^go!~UumJ}WR$D(L1Sc8OVtuXr4&VSWD` zy)k7-8YXA@6(w^|p$@>~IF!Ue^e5O3SZI4Tkdkpcp1@Is6?0ALhqxe%nE8Cc$kPk8 zrOGWD=V^L)tvbviY@E-Vs+t(CIjBfIu$UHUCozPKDyG9Mrj9qI3UO)W3;_k|F1mC_ z=Y*NR(8(6Zpm|m`K7l`d8aW!YjZ0~1x|Wf*uJ}DBZQ5BU$HtW&P-RS#|Dd`t-Tsl4 z5pt%?y4D=yU8dR0Na}d;#&2kKA)?=)hUaG|R5#1gbnNJ=ajjc|IKC*b)fdnV!eTIQ zs(vpp+_f3$O6yD*ma3mk;B*DX@g;!+8;G;c&P79-ZX8cCGBRTmr;m;e3<^B9k@8nc zh^crMPnY8xJ~Tu?pwu)z8WjWBs*+ibro|0`&S{bW{e8F*tJ3=Y{X@&Z|iu}_txABr>OmR|H|+ zb!9S}kxNwp4}}CI=2@eqY1-`M+ZPkuuawKYC~#yIUPT=q5C*InhqA1Q{$pZz_1d$} zcu*DGu=#L^;|1DxG2!ohC>#&wzGd1lCe@I5ErF}}nm~Dx7$fzQ$5oLUqv{4;R8#&- zs^zX614Xk1EqCXdU}JpSu(_1Y8~FlTW!d2P_{njB>JTZ-3CqYCo@cxpePIS4J+b4v*aD6zTHE90d!u5of+LBOPyFR9xMD~N`d&F71$E8 zj}_JLzM?lQT;I{rr|lI7wVfTu>T6;ttx4M(;Tq*ycK7XARF9?N$I^O=cRKINYjnay z8w8yLEY-r5WMipTZnkr6JYM67f zM*fV!VTkAOvh#jg#b@|EL@PNSWoJf>xe%=}L_4#B0LhGPo9;l~kkaHNo0xD4Zq__u zDH&479LJNK2Ihh%h2%J|@s-YYiwGK3)^YzP!#u{doNJAGsV}?Z8~nbzN}l<8B(xxFND;m8nG1{1hl(M=%{#7{GC#ZGA{sU=SzxP3bhpRT=U?chB!p z7QNZ?4`^?qEON7F0othI(96F&c*4I_TzGC-JVzBX4NBVzMC1B@u`Ld*%8vrYopg() zKY$U8QVwP0xQgU20I5cd;bbVvGc>LerLCtoq8Pu2Gg0*PM&H4g7w{Fu`aPU4!&0UN zk^e8BTj1z6WW(%gLyl>yjNOI{m?Vo|bFVN?k*!MZDejd8UI@L~9*Z?!dkb5dWA9-0 z7M{O@i++kTyBoXrgee~Jb&WvO__kIq3z{1`tuhh386AATzN z-oVc!Y9yK@;u5;VCI9BK#1)Ati8hHH673Q@B|0QJrNSNbVMhGlgA#irUiJ4`iJXKf aaY15IVoc&Si5n8H-;^ys+A(c2|^> z6Q>;VCsLJDjt)7H3gr~VF+VDm-jM)dz(I-+n%-%3_k2D5nEv~pKmP(Si8@0;H`GTTb`>{ZHKE3yT(nm!CjZQYQb7J9NTKp{|ok%FE-oyCz-b!Yr19FmJG%aU(wff z)zq!JI=8&StDcMiLpWzxhIgAGkQ!NxA%w7kAY_K1_r!1+?w4K(f-HmLa>vk3;|K0A z+(?a-R&CETtf%T8U-t;AI-~82ky7n6a=HJ5F?*Yi87|pQU0vbcvZEW8tLm0zdjgNE zmTj-xG)@v2Lf&yH2kwtCYo1*6C? z^i=Piu}>!Vnhtklj4?!tWo==qoG&nxU#azM3=?=KigCQlFyCc3MK?d1ZHLjn&#=%F zd%| z#qa=1l-M&2{d-Vnxu@53Pp9BZjr9PHJCeUJe*ptqCH_;x-%)W&wQ+`fI~xOvG$<)j zd}l+EB7xS17&{x0-5&#kI~xMa(l*-fX)rw!lkP+N2Hh#oaDiH1YEzWAUYRQd`Khh|2)&~Irs?1zqMXmksa-+V!Q zM{BIbL{zBsqmMWNq3|<(OC-_UMtmueNSylv7bDN{MkyUgT&8a=9ZXymG?ch5XgHA+ zR8HI!l%!K6y^YZ&p%HkFx3{2@;wIkH(xFX!tfj-7_(V&~o4BW?TLSlYka|W3OVDZc z@dIZ%z&6`pmxat3RNGRo5sl!}eUC2)_(0z_q@^tse@Dsp+rO9^t)p}~5FO|$* literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..068365651fbbb14e7886e6e447af88537d32a57a GIT binary patch literal 1523 zcmbtU&rcIU6#izrw53!nVwDOiNL5f_3f@GF*c99ZilGe`PTO|UEZyBPJ5wZ{8vYuu z>cx044cz>rjBl3;MC8!2*_}7<&FuGnzhA$9`~+<(G#}0*hU~=|w9wKF6WeWH zJD#v;L@9?#X7#Mt7|bHgF^06|`ywd1wo*b-TU2B_sEaknrL$ZQVCO%-kG&7uUu)5* zv}^T~-{VvTFr$*og*8vvoF^_$bUczKaShjrTOe+XX!s<);?_6Z`4TZEIMEaxWe6&Z z916r6c#cJ)>$J-ey^A4C>>_4i(!xCp_wj%zrYub3;VziM4D!23Dm+qntdLcBqA;s4 Sr|?wa8I~d?CRvswW$8c4SIi9n literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..3d236b9a4a7dd0436f530248a3bde2a402806f79 GIT binary patch literal 5303 zcmcIo+gBUM8UM}dvWpP5Bmy;d;*yvWaWMjH6BjV812_l+aV_iy(>7hCiCDAR#XBo( zr*-4DNz;4Nd((US;-2=QsncUZecE!;bMnyF{y(MPXjei83EMf8qn+8E%lG}}yAS{V z@8A9b;0%7pa8Wl>E4H0a>3MFsB9*lro+{WmZl(%c2pUaIT5E=5TLqe*x6jID^V}&I zmhKw1HEvrjjdXMf?ijjhyviLFjNz@BtNNOrGIcATdU5G0&$=TsE4FJI){RtoX^B9} zAOeo1o2eJL#U0({xlD!B=*<4W8yOp6i0wqABFHfK_^4Eb8N#E6Ww>Jufn?X^C^R%g z5JH3@=q?+AVSb;WS4)--(NGp1XAsFcBIQ=r&KV^6N%_K^k$u84(sh~P*o^JuQ&+jW zdNNL3T`O#>J8iiR?KiSQMKeQ7c9~~a zd;%AAM=x-)3x;QtH7sdclNm`QPr#yRL2Cq0;3Ev7HQg+74Q&jO92Z%~Saofpb+V4U zw%3T1XM7WtT_aH(!IKS8@DxL5ZDZLfZxtV9IIzU?hDG>_S-0qry7KkZwI}5upMWwppRnfx`!)neY_E;G5i?TQUN;3 zknm2J;n#|kDk)2vH%n>bN)%)GL?b2QPck(7i%Riq(&RGTGNkKiWKRoEcU8qqKSDh zEgAMwiHi9L3J^~zDkz^e<+(diNjD5b$$BAwF9x!{$u1jaRq;ecNN2KZu}+9QUzQF@ zf}!h?7LInyI_l}#Vy_~o;_M;bu2aD z^T;xsspmMm;%Sv#`Gu-9i~~3rp`8B;Im_+^45JSvUpAL&SM=#eaRMhL^{aH?(Ja-( zR7lG2h&(})tTil#vD#v;9RGq@r21k<(Y$R)DppJBzfV^8eO|uqlli)@RNeRa)qUTi zRQDRFc$%&*#QdQ0Fcs}UCvOKMzQel_Ttkrx#S*l1PQ!Jo*7RJi68lY8T6P(ag0| z1>3&F+lxX@8?@P#Av$F8HEuGr?IcV)XXF%-4^O2hCMM??;^jrN+|_fstJ9=XSPRfa zOOXwe4H(!8jo&cjS3kYw1{m&c-X4l<-i|1T6z|aj5hWJiey4Fc9rHT5N~^5Y{`IDE zX!G`H_`V2>JL&Mlk*qju{iY!+NBYM!$GY%_Qd;t2)9V&gZp-S?5nyx*00hl zmS4-Nn3V0YI`&u2NN$?|iCWEj~te==R4*X3QPV*?asLL@Ym`ZgJN==~>T zm0{{*)E}1jo*iQvt)-hTjsBEY9HXA(j!^eH8vjBs3_qhb>J3ugL|<_kN@<(iuz~=w z1iE?>iT7}*H*uKSyEr=6b9@6G3WkHdZNcO3p_|$b^ed1=6}(NY43AO#8A<%L#H5`_ z5h0(6e2ZhC#JG!2Gf1m{PV-F)4aviJZCnOk+DKT~0v)u0Wj*vV^qdTg-P!ujE~0m~{<)j()}QX<{6b4`9dmMa11~DLkIsdb zP+Pc7W$U>34p9u?7u3?ZwlIqZQmcy7DlU?x;u%lvp>1{*KSh^aSoAm+2uw)JjsG#Ym*^k$NWC?34XvY0YP{lQV_zD|u7`sZb&OqZorHo&bJL;|hL^-%tgA|j-*V1@1jj!Vy)Z?3Jd<)-R1QYlUzPpH4f$s^tB`_$U3Hmn{t_XZz j;0FSW0w)Ac31kEglm_Dh0|IRVM+BY}cu8PE;D`SMZ;<^A literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..f7d594e86f547725e59fc9be35526d85f97e334c GIT binary patch literal 1648 zcmb_cOHWfl6#nMk(ic@qQAF{DR0R~K;A?@JV9{8u)j-3Bg&E3Nhu%A5?o5es#mXPz z%AJpmi3`)P^hX)bEk#IJs7W_-X1?>7bLO1+e*XIY1He7pVR#`FZyD3%qA9hrykR2A zL$fIZ9!hHo?V zwq(Pl;4>ueDy`go27hXLEr$Ulvq&JtkZ`Y+Wmu{9JDEj>td)@xfqEw+hRaja)s}IA z(r@`b-YtVaUHxN5PUc_i?)E9&#rt&QWYt7Xz9rp8B$T#XXl-0KHOp(p)!IQoRx5pa zpyGby3F?FW=e8dTD>}KtN|Fz5CuD>+CFe zCH5eb_I5uc6KOB+Kgs12XVQg4!7C+81G^uSREW2^z~UPw|7m0&_o;7G=HMO|%*I^6 z@TfmCm%UxBwlLAd5^EOwNs(25Pexi4oe4LiXm6gT1MqSSSyKova6;YHRK}|$35NiTsz{2 zd780A+<5r3BL<`Xa5_!KlR$D{<{Q#qXv0vVHMa*MgDjnfF-VBtb(rrtq`u-r2cw@! z?NM}eBLbfexu<&W3tgLIxY4sZ4&)i-aEe03In0vuNX9vg9po^&2lj%H8mDoFOnuxW z;{s{(xQ6Q#$|E^T+FOKsn8R(7WwIP6pR?=mD>zrd`3f%JB1ueCa0!#^U=~GOUPsyz T+2V@DfJM?`(Bi7al*ROKSwGIk literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent.class new file mode 100644 index 0000000000000000000000000000000000000000..2fcb98e6e590103c6229b33669d811ef572408f8 GIT binary patch literal 5907 zcmb_g`EwK39sj(QEUjhP7Qz^0W1AqmiArbEe3?cdaC`+2)-S;n$q7&B=1``&)v_r9M0{ol|3 z0iX|m5jbR6nJLGa$QTo*?aEBfDVmvrGj8TH1yf4yW)9jjR?)Ew{66aJQ)r`Rv0&MT zYdLnmW4qjmLI@Bk+Xx< z%yqy#XO!|TohRL5Dd#%HA)`2D7I!J1tSz&%C)ypmJ(sr_IPGKRq>(?TW1Z4pk5R#= z1!5DX>qT02T%f6=bD=qWoFP9%1)6yvSfneQEwC{V^kPPuMa#%ruX$m>pw2PK1A(b_ zSjD_R*W;k4hltBFk$ryBtO9J*|8MSlyyckz})8oEB z1pd{rT%;FzV&P7Im|^PxQ10+1DpJb!-zz z&lMKSo^htkj8B=NoHN`*hKl7&Q9LiOx?oJ1{`LvWo%CYeVC58er_#v*l_ArebjAk^ zdpvK-^q}KRm8Pqdh6;ntJ2-l2+N^?px&ps!-~}4=8~OZ*<(j+V*nt;f*p8iz5io9d zR0_Iy9j#yzASpt9Nwy9aV|~())LtbGt51Ky~vSgRCg4(wS3v+SJ8)ylc|amyIZDT)fGu8{Bl*?wMcmyH)XD9 zO*2SkX2h#=2g*BM@olcG*N0~cBdQzb7#SOoR@pQvz%f8Iz{i#)3KsR1o~Wkp@Pm0% z4G98=JDx<&%CZpzoa%}vajFg{@Nyg*eObT3vMT8mMv+r;r%PnGc@ch#8_b|3QJ# zW$F=?JQ!i;Fi{H=lLGZ@(sOYs@H`uP^`KkQ>~WmORE#8<^qZ@nFI)ClzBFOk2QTK# zX*I3N7deyK0xj-j(YY{WNy#ibWSRN#GK#+p!^5a@e^5tb$p#RZ1JZjNLAlznWOB2CpU!=}-rc#V#l zEeZ1n>?I~fH4lC(hRgW2Ky8_r!0>W~X_+R2^eV2Y+4^zICrB)0EZG5v3m+oIX5YyIZ-tYdkn3iaWX?mD%J*JlG ziyq^$&RZtbo*v>_?a!U^(8BtIH}y65ueER3qVNLo37LwVm5MG)(I%Z?Y2n!W+!Xs^>u||-t%8~5)m>VQ*nM*sU>^3zw#GrrHjk7FV`gzw zjZwUQ94T^BL&kJ)EOx-0E}9&kO?H`7K;w87Y2sPi zHjDjvLrRkaVQj=H6?5hxO9_H_CrZMdg(h{4QrC~ZCf)G+FZ3*9Caz*&AiG<+@-+3&; zh~pL#_!z5j8!d!?&;53v1lFRBD-sJtQIHZq!+YGV*T`8(>OIvT0`L@JB}E?z)bO2X ztGV(nBFXlluI`?@SnsobpI<@{wPhJVz7c#vVz`DIU!@ODs(he}lR6sOW2E-T8PI(SdcJQhBK5s7j zyt(Z2=D_EbhOOfNT4c~mV#-8Y$x`{htu0Ld>&kV5UMMKARRzNxZ1H)kU0Y>>(A6XI3jJcW`ibYhvA`qDJ`a?$(=S za?M238G48CHIMD;fH40ag)F}*ou>I#hTPuO{a4h4Z+8C^+6~l%Zg$^?Hl#T8@OKYK zyiLW0>(<$ISTWO}w5>xps{aQ~QD}``6e#YbTQ>c69K|upp^O|=adViNl)_6G4n#Q- z_%zks6Y9Eyum2sV!|3h_6aJ5ziN|4qmoWWU7-xLgtk+_Otbz+1J zRX*nkE8RZ~{Mj20w_bT44XxqZu8PRBB8qsjPILf_^3dz9$=rxD8HjV#{G;s^L4-}q4$KgLf^LrDA-KRb<$5^WMcm%NwZ z7ZOQ{sDv)zddrf;j6_aigG5^58HpyTj&w`(NNkcA@X(HW&%F{`C4T9_uSlGcI4faD Zj7hvC@s`9@iC^K*luf73yZQUd{{dIwDzpFq literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..a8a0a4e5c470abbb860dbd932a81b1cf4aa0429e GIT binary patch literal 6336 zcmcIo`(G5-760DZ$ILE^E^DBIk)opErHdHR05L_txC&@pv{l@!W$v`OFgk+$i>G<_LtMPjvl(*Bg+`VWQT_dd=!_q@;j_`e_C z0q`{LFq~4g$s~EYrx*`k2`-wvBNsrx~iF znZ}5_skzzamZs|3OWcyd7~UG5QfJkqt{M}`6XR1nRl&VdRxyh>=-t!iR2V_#w}Gd z?4)WKrc)55og6it(Y&q`opON&ZYii?Xmoj;oSMxoi#ugF7M<5Jwv0^-wV6qtnf3sj zR4p~fNiP_lXsMt{%aTkBAQMDb47I3>;xT-JAvCM%d9I+IA)4iO#?odSlVCmR!>{E% zcG6Y8!P2ST7`EW?2qbJ}*i~6sR`OfMCmA-3^9ju$`tlhkZ;`kr{KT~;`c@yBOE?G2 z+>B{!4lfEjhHcnhg(mD^II=$WBV#8+-35!VG^e@#LbK~Fo)g}J;abaj>DL3_)#t$4 z93@?O0xePOLMsD#ze--om%TFD8DiYXmPz)&!%3Ft*o{3^=s=Re4@8NOqIemOt{1x* zs)$oXZ_8lalZZj?I+WJ+BSFr(Fcs{-w}E;1WgPhb+f(tb!k(V0!a?*rfVPwf?PEx| zH%#*v^AtQOO6r#iVdGp3hww}l1>#RJZ1Of0{MnGsMYv^1`AK9=4NtX}`ApA4#&8$| z0@vW92mJw)Vz%Lwhb9?E7?jj#daQqRU}zn}Uj-cGijN`{!LvBVu)DI|4wm$}5R&Nf zlu=Avk}=G%&1JEOQ0lnOi)n@!ml*!~!!g{)5BX5jTP7YaIVzW!Hxf&@=&sBO~r5?pA(GzJW*0vjZPcWhIzp_qH#StbTPwcM6N62IZE$ZQf|JdM)5qx z1sL+)AGf5+Wa^pR8mzjn+}ab`TG`twmfthWE@{2E5n-?k35scrsMa)PitgRG2#zn@ zM^N(I93^}{dGuO-N``h<*T3+Q%Ik6rrj}21Q>QkGs_#Vc2EI#Wk(D=6Sp{!XS)^vOrI=S&0o^&_2)>UWh@(HGaxUYBd<8!yI9!AV z1y?9*@l-Q8$Y(5`5!E{xgY3CChJ#~N3^&=A3}=$tL{qkjVz5rto$x+Q_N1BDvrSY# zHjVS9ye*bB0^^7TDWvmRt~1oHL_sHq#S$S3A59Go4vjL@6gQ1H``u{GHmEJ4t;t{i_i!l8%W3 z(+ChsptU`bxQWdji3V!t&^X$@djZW7dV(GG!QD5}M(qMRB?zDrZcr=SUJQ58f`1o~ zG!ZBQ@(vmT|rV*$NHQ=~q!fPRK6I8h(z2rOVIfSzz|D0sO$L=(X|9ACspy}W==hp>or zk6arHxoe?0d{(R}-rBhyr8Xqf+Eu*0^$Omk;|utLgzjK%@O`4vS)w2H5`A0g+fH9M zeWwG5t}gv&751x3x7Q-z>e4&3>`%keE4T3c+1lVdGXE@4l9g}^yUx~z>cjPNy~5@( zagDGCaFf~$ z3;hd|q=hQg30APiqLgX0ACt6RuBSrIvQR`J=NjZ-&>^91+i6ayCrPML+@oAOgC59o zKs7Ki<7x*^P%osgGkhENaC=}57t`&osO_8ha=P7Rt2-9JT`d)~!=v3bgPk6tg~FZ} z%PEidlWDv{Cj_xa38B#FXj^;7B6i)tSC)0Z9IC7L(IQ7kg^PM0CB6SDB!apRU-O{$ z5MAOL;kNc0_(o+q3p^%{yXGqF-{rA_ZS8>WrF*!ZiB85{d-?6)y#V?$xG#>QS7 R^)|NHc-%(LhGFB{{{SYXY8(In literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..abe56917e7b4b4f18840d910bf849b0635734260 GIT binary patch literal 1648 zcmb_c%}-N75dZCarC(GjRS~~Ms)7nz@auq@V8K`|)j-3AgIUU2m%g`a-fju;#K}Lz zlSlPp;=wc={iBTY+9D(#)TEc4-I@8#&g{(oe*FCQ9l%4}XLu(!wdDS9(sxvI*Y`O^Os4Lw;NA2p$OCt5eg}mT`g7 zyZk`kErUN_`|U;`^Dll629)l?Bf4?2YN96JmTof=N?R_pHm;kRMfzP8pGvgbnqye%?2To;aWCuTJ9}9#?e`9(=w>=WW+3bF!Z1=*TGra(ri}WU z%$jNvFSX;m&#kt#Q=zO7eOX0-#ltVfkgI4dqjDgul|((+HPen7@`;M$p6Mgk|G;66 zW-Jjm9zN}e!Kgo+PLuH@kQ}=473t5kVJOj>>nV{zmQJG>CXL?(%=H1OFF4u3*e5c3 z6dm1&!1p8YR3ARy^*M&yeXrv{o>2~`DO8-p3`vh_|!6jTKiHQoXU~&V@qKK;-NLwOX ST(cOmNLmbAT(_9AnEnOdYtB0W literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..0054a7159703ccb1c7abcc1ddf6df56f8a5451ef GIT binary patch literal 7855 zcmd5=`*#%89sk^Y&1AEX*@QqIAS*`63l~zK1XPGY7L%Bg6d$zJVKXE{c4y+;*#KH8 z_MxqhK5R=x+uGVzY)f0K5vykE}gMh zTWMycf;9q-*$E>%8Jse#J9^$ALV>O22J&6dyVPVIhZ3lR7ROp71;Xt-SI`hg1nUIq zmu^U)7VB#e!Uh2)>l;j9|7w{&fo8NY`&Kf9!3GxCR)zUee-_JsHw_mSkimaES;CeZ)D4k}?QrzAUM)v#z-7>IC+xBPx;2(FB-IdmvM^O4lb6|T!N$>(Q$_{y!)5d( zJ1^0oPtWB>OxNg5U?+OxxEs6bV%RP4dbyxqWFD-Ly;##3=^kK8<=OEU17;T5;c zg1*ETTfzMa>_uN3{n&T?JrFsQdk6*luH`f5k_@Nd!8itZSIjXaC2|2lGRKT3 z3wn;=(O7QvqSqcHEp^A}XPRr4{nDlc4q}AM{wNh%+nwN+p}gD&gaYf2I|P8X5hHiB zP51i3$GI;QcxUxek6+48q^04Qdd_^xYn{@Dm9@vHuS@rF(w8JfKd(?V3u@ou4P%DP zI_4C`nM_lUMy&2Ht$2Of`tqWAU^+j-OvrXf0;AtON=U3p9AI4If7RIfI*G zE|x2it~~7p;lw5TYxsICzKX{MTI7UX$c_0H2o4LXy}(^7JG0}l1autX6S4vamj`P8 zvvmIf^4r>qUNjs9gcCJ0G%~tpsIOmObd^d<`5Ba&#xYTYqcADhD*Mp~Lx3wXukIS- zl!_+>ZuEV~9Xhw)B|;jPJbHX()?Ee$r6c%@sVGZ%f-Z(Axjzq!ons5!xx90hWRY^~ zD0ouf?kZ-ly4$m@tbqdpc0^JNpk!nh+^GW1cPyjevOz;}7Wc8iVJUFiG7PGQvA`$o z6@sOThMxz#pYPLe8Tm_JY71QLRry6d`Sk}~(7i2m`8QS}(kd|a&~T~-&)}N^Yv==E zKD!FsLA`wC;H&D+1fIpW;>7aX1gOgUOXeKT6~;}g|3uc9;@FW7QkDHKWkz?xv5ya$ zQc|thXBw0wizEd7_Du0hX>oF|DiEb*woz0263 zq{B5JA+Y-zMySp}!4D|m?#fav^KMComrom?DJ+U8;0ml;WOM~TCPx($;=+rGYkYkE zB#u|`Q-PWiGlKv1#_bXT38ZK6bN>E+m2X@sTeD|f1oywYE9^b$uq)HXl#cNAJ3j1 zj)$5;-f#AFJfy9S^Mh7`M@S9RsyaVS(6rW@YE0t2rv2(X4`!!E)Vb%?rrFb}_MXso zu`{%_eec%#m=(8Av52Z_HGA(?HKL6ZZEd|udzdmz zqv9S_3wF?2!h5?W*t_;Xjn>F#?7#Y4_&}|;-ajRnZSc?WW?fnn(aoOjQArq2te!Hl zym4>{k&6QjS~HQi^r%{^$7JLFt7pP=*d`W|#)8H-_y^PYW^FT#Q#~>5MtagAF>MPC zZlY%!J#XGGNZyco%fY07G|kw=EfKX&(+)Ni6`fyBYW1`{Z>NB|L0dQXcC3TFN%s%C zSA^sMz62V=NPNE2CYY7AQ8e>A?`?kP-MI9F_0~zM$gOmz_^un69A~Iy*V2PX*hWgKdW@ z2$0BFmf`f}bSVw`n2C?r1t)9lGg$_0uWh@MIZzd5~KfSj%gbImBJ@R z&l-Bx^F`#6HM%`4TZ?;ibRW2AO`|#8hS3S{5QXEN1hjP3CoZAB^CB8MyDp%qv-<)z zc5b_X)Zd6I1pZ%-C`mAjI6k6#(>bieRg!KN@6x+Yl9agMMr@%ck9-Mv#BznaHI^of z_h{S@CNWqQvPJPX)0V5qaJd)r0a>Di2bAceK+$%*62_7xj3xO7oLH9o zYgxS2P@we?b3URkz*~1?BtkG#85jdT_ISK8fFF-j9s*}@n=cw8Fp6-Zww74kUh)Gg z#(t=0PRxOKet);zN&s+$L?z$! z;l%(neO{n4g!{ZeWry^6fyxozhnMg&xk<&3&=Ba?p4wo}@&PAdN;V+&IXNccxG=H7=|3c!I_!S-a#$kjr z_;m)q$>2@=mY(=s2EWH!han`+;qAldl-MHi2Z>sVKT0%9x{JalNgqQ{BvgqPz4ezQ zUY2-T;ueXm673QllJ|B=bW3cLxK$!8G3*f^^8WWq+%EAaZ#*q=T;hbpNr|T<9+5aN SaYo|LxI{9mB=bG=yYqhpG3gMjkwxaWo^d zv}tJ5gf!jPG;O-23u(GTi*Y$^-Sk_(_gCaU)P1jJBnu${;kY_Sb4Pc1*XLcX{{7#- z{vE&}++vu~^!S2h<>Fe7n~ojNSOp%>TUl^No)B2QU8K=2jG@KND z^+khES)<}$%H7-1Ve^8n8Tu7okii(b2! zEi zAt-245rE3zcjk4QVRmCRsJ1id(o{AjXSmYYz`)$hSXrI?Fd<%eVR&Oj8t$5A*qyWr zx%dU{%oQ}smactJsgVV7(1_=TnXItCJ^Q=s#D#+I># zp*1tlGYcMpQ(8gGa{>#)lbvqBuS9p$D`9;gt9bWc%2#@25X0&5BLux~VO2$VR+AbD|Sx1^1&v&>9<-ABJ49lGx zjJ6M~d4mJ@w=W^*Npz~%gDwWjll2l;Lu1S6VF+cau%mhD#!6UD65;JUI9~F=Rab|Btn@$|BaDX~sbe zQI^v(87h$-Iqr01=5?d0xY-?GN6x~j6VmwQ7vif09{ zV+0*9(+l-v9A{9-8q*>hGi>dwKJ0Z0AtaG%#tBR^?5!Vs;}tZPstj?Z&LKzSPcg*G z25>tPZO-5o4PSpW4I3np22u=H*~3$*u9l~f7ABgax=<=!MMpQ{N!@m2P)+sx=!u>% zv-}dnBj%Ar2%o@=V0Mn7r@l$gm^!xu$+CgYRT%XB8(=H^o>p2K-T zhSCx5OjPOV`Q4qVDDuFjuiWdEyf|i=cBwR4g_KrUpjO3YJ14>+^AHKp3j=C38uWAb z!?BF#@9GX+jbzM|d+rWV85bB@2*l+7N*^&uNUm?#`!N*_X>DGhthSyMYTM-#Ws8w@ z7`h&6<4Ct?d>^kbT@^tYFEq?Kl{Vcq%eoXYsLfRplj*6^$*~EB{svZPNPse45lc;Q zaFO9qqxih1$W>vl9Ai{1H(|3%ZP^tHpL;hjj69Hh8A5dfc0ZmH)IUcGk7VdBL!H0) ztqKiVL_7EehQsyETv7j&QKS~I=CZR6BpF|%zW3yj^u+1u(W%7A$@KZundDUBRB}SW zs|?4hTi(td}EV{y(j)HGeT`AYHalTmK8F8H>=*ixdlHuSKU5nc7%ce8WZ4xBgPRZJ!&R!&& zc6;6`8rgQbJG9U7_M$D8bt2=45*9G{5;rKl*Rr6KNwGwXg2xi$;}cXiBIQjf?r2%f z(P&Z1FZt;DD~Sga4=}I=n!lurUw!nJ?Ps{LdUa4;y{byvB=@WMR4E);f2Vn|9Cin> zOR4Ns{&h{-wt96yiTa~bpVY^WG%3=1ZwLK~FYG_w8V+m^MU`kUDk;7`xi3g7Qdl{@ zDcrQ3b`J!@Dviy@+rl9lTj=*D8aLAz7VD=Y;RuaUI;D^Z+x^Ox@YeU<3APH!2R8an zzpv^}-}stT!F4^5F=67}4H80C;vwfWyVr)j?zN%$F5azo{S#68-(lYZwJSSL7pcL? z^921-Ve3@pN7t{NRJF$Fwkz_0mC=l8jhX@4F(n=ho0Gc9CyV(xUhrl*YH3xjn|Bdy zNjq9*A*C&P$C}c5&eYtyTqt4EKNw?%X4{-{qMEjfg$zHc3x?`?JP?9CUeotT9qy+j z5+I|=G{!_$q4(bqID<5XY1}R@o;7m{?WI2+X!f_XV>gXtcLchZ(flWRVfY}v9d-krNL&A{1H|F1a8{PC=L7xOcRKoA+ zDUx3ZZ=(~}OHA5{6cO^6h_?v(ON_fnn*rMW2U>5DXi6yKJ|m#CN(V_6c8wHOY32Q% z=%6b_%75557+^y|HYE4-u3(r1Qf}j;LrpPd1ypa|#4|Ca*SCU%4@1G$fdA@XfF}I0 zCjY<+PBN_G<1u*!X9Dzgc1Ugw1Zc-~IFG%FMcTN6SqX#wR{y)i_v{*dN|J#D26oYR zz<2oi+JElhaeeKd55Z>btvh&brq#cUPyeIDOp|a2duCb#v0zMQ%gFwbSok2Ga|o^> z1C@L)>YERuhWAgynjgt_S`SSay;x zlYzgXkm~i_z@>DrzsK`ix>wM2fhI(TC$fv=ogRG`jEmI*herwBm+6F%@fdLtpj5ki zdRMXM7Cy5M-)gEZbk&L>)CzP}Lc(Vu5!L;8(W5#?A;(Hu#;QJIy z0sLSVz65@lz*`CY2tTF~KS|)H_}MI&O?-Yni#8j-u<=V912zTO-*pKYooOjAx=H< zLpX5+E=U|u)FVF%F`J~chyx&n!_L?<^Nq(lJJIfm; zk~}n`-K zcp!9>KiSxl4VQw?ki4z5a(5a0>6z6WMv%-RffPf+y;PQAt@@v8T4cyt87UE{H!@0&3Em>QStoo^3N~=b^a#q_He6Syh{g9R!!98TheVrLTSr|*2eWJw7hOy zy&VJ;wKm+}Rowj*GD_hPL%LF5URkP_A26&B_m0JVM=jKNXhTA^6 z?P#AhW@FZ1s10=xQ@BhA>>Ck=%ujk@IQk1M^+;&0<%mSeL|zPqs%eN|RnTkSAeM>+ z!=b9uvfd6iWHhj3mQ_;=*N)3S`LwN_3T1`(&ME>d?L9Y!Tt#acl>=d|B$CQ5n|9QY z4^^D^_yD>38xHd{afx^g;M0n@j=IHZHyO_b>5vh7!qK--rydv>U@HS^OSg zegH^)!jUe&b3jA}SWsp1-DNqeN@8YcE?81EYg zNyv@kI6+mZ$UBQ_O&f*+toUh;l dCfC6%ikMnQ+7ch*qQ!_s(qh!&lEt*e%nvCF;%NW? literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..63ee964ad0bdff03ee8e26671c870e06a02b55c3 GIT binary patch literal 7865 zcmb_giGLK;9sj<~CcD`zVObzRVuZjVxo|_gsst!tkcCY^5>TWq4x1qvvO5!ZW&@$t zqP19i*vndvwzjlVYiX;foYh9`Y3;4O@4us;e)@egv%9m&F4UNOKG~Uh@ArQ9`QG^N zg;xQr!@mXk6fHh#7{hU8Sk)~vo-(p(JYx*0>3BvpO|Hg!^>Hn0=o#)08b*4TYUa{b zAOE$nv^r>Pln479*Z_n;#XD~Eges4rnRG4D3nYczwSzSrT6S|bi)KX>u za|9NqM%2`(dwi#oRWd381y*^*b5!oC!8U@cn6^D(%ta)Gddw3Dq#S;Om@iP(DmMdI z7=j-S0@3Me4WkZ=YvIEZ8hEOX!vVy~^wM*(tU_oo! zbPfeVgmBG38S*eiR}k1YZLw#je7b&FG&||1jLev!(+k#kKf0-ulrc6TV0sNz$zNy6 zP({VPa%HNs>HV|Jzx2ysh`!Y>5SD6;4XFneW*>pKTW6Wpbf=o?=?M>r8)MY-(StEQiErkU_;Bl`zxmfyCYs47Zs^~*$)r=(#V>CBbCIxwvS8{N0 zVoWUqzRv?+Q1&zlHY@4$fM%&{!?*!AhHyP@np=bS2;Aspv|_Xs@wp%p%`H*ZN11a* z6qB+KsdkP`l+-o{Jb(>hR?_t$ycZi~`rOF+l(kEwfZ&N5^`4xPrrs8M*~yD@7j1I6 zQo%Z*97wB@6(y_oN>o?O_XXTxB(P29`|T_>hBYE z*#`)mo%INF%G{B-sb)1LtsS*%VqDcz#t^G_e6!4;CYkA#D{6LaviyM|)l6lzF}kZ6 zAFxr~T3E3QaD#i$E~wkaGXt{vrl`kxvDAo`9&!$8N7XD%Q@<|{om7ra(2;gwK$f$? zFqWZ3#v+>twn?%=|KF?!aHqh0TQb%0mEN=}n<#;8tuqnJn|oYem1X-b?5o3GyicIc z?IENP0erwInR}FUj+QJfnXcu-xEo3x_Tzv+M|tt`da~_As*0r!6FH0U5?8dmA?cw{8UsFNnwiso7k44;ZQ|Vg**H=Jr zSzi=TTgw=3YF(*-y3h%hn88lQ*_=$)eM)weQ6ih%y)*1z%l8ejm?OH3kO0Q$ONsu0 z!HxZ!d)Y)scSg3)g>W377icMO3(tW7zCiC%QYnt= zF-F$3Iv7ha%pR?ET@@i*{HExwME5h!7NMB3knZ?SuQE`kRImKS?dw_Q#unFB)#yKUuQ zzE}SaY4RQ*zaa3Yx6dqTvuCY8FTpysc`w;?NP25^$+msgJIlMfo}T`Dcs_*h;st8u zG^@D-K;0B_l?U*iIrax>+E5@_@Vas~&G(-b ziR3e-ZDEqUfQuoV$M>Z}+U6@9zM(ZjJUV%-Kjd5Nv;QZLg?y3vko{QZtOl#N z6ttHlP_UMtbq<6Cv$y4X5rGZn4_*=eO*=2aKzsj zjQXR#u9~juODAgl!9XOq>4sp05VeE|MT3O&FBXKYCv3=p<##oA>g=7cdv4CQ+DKGl z-TM0Rs%>*4^NX16l@*Z%+?_nu9Sr&$^4;}(^Dsa#v2A{2A;B8DgONox`o&vcf2@kA zmq>Q_F8JQ)km38vNE6?$>aK}2^GW12k*oQ#l+R^+wrmyT&KF$1Yk@=Z&P$K^xgyor z=nvLM=I&bL<)F9~iOjq7Y|Tn(8(wdJ6cdicRCN*8{ z&t(p%*+CgMatb$6N_vmN8JOShVr(kj!WC}`fjJyyQ=@&#n0suAdu&e`X2JCd05yPIP0=?Tv{wtUi9~x`w|?*!n!p_dhV$YWNKC8I^ay z)7E(P%X5F^z7MaKz&FY{y0G^HdrwxlNy18ebBT+Wd#J*n_@#13hIUg&G<*)x&gcUE zwx7kK_Kug)*xvavnqT0y4}a!wlq|~f8NoAHh?8jK`(L=e%t3*xv6Np#=CUl`yo}c3 zuiTyEb0u@+6LQ)o0m)6AJ9Io$x4(qO=lSB$m8t+~N?KtDz@_C?)I2Q53Rf&IqUNcH zPL@IBXfjr!$$3~=;B3WI&O{j`rQBRo;KqB{=BC`?@*MD1l1i7l*~+K1RD;)27vbC6 z(RmgfQbq@>V~mD^F&YZSXecp8TZydG4HKzFCsq@wBz_%9SM%B2?7!~`1f_YB&DHK} zb6h2PEjZ@(nwgOs)o{y^|QSP+13uI&|)I`I}v za1;8_Pd=oQ1Jc8{0+A)yft@ZZ2dP{?H(O6*cYjA`Rr?v-aUSpYqodQm+TVR1ya<_u zDtR~$ts2FUbVB2VP1dn|D-O9~*osl4ZSh-?flgX~Ck=VxcG8zwz~H-7#l5b1TWV^W z?t2>bO*N;HJA;XH_^_P|m zKINaE3M_>LPS6vcV7_uh-9SZ4*i{$t)LwBGUwIKcR#|JRX+d8eII^rYx_CEy~giL#PYg{ zAL2(;(U13`DuJIQ@Y4i-hBx@c&l7kPzt{(1;+Oc|g)@ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$$serializer.class new file mode 100644 index 0000000000000000000000000000000000000000..692e97ec0fd057603f69fd336952695e8b8b6ff1 GIT binary patch literal 5853 zcmcIo`+F2;6@I_j%SkvFVuPm3q&3@*5CZyzoP$x@q9b8o6WKdlqcqSGT-cXIp=)myyrIm z{_kJ^4&V@OF`Uu#vZ zH?5mFgHKt*;@E_@v#rhHwyqiaC2q@L3~!E~*A}&;p_#el$=UNf;|`9`Tdtv-OUcq! z&DAY4shcjhP0dI?%S~=;F3+aRq=v>fP{zT-gACDXv19}p`aZa5GQteuA>Gv7!wiA; zj_C*#G^hwcWeB=+y2CKDk@8pSm~PTgQX^+rYOkYQZf2}3*^4YmFWes7NPz}BrWtmR zTXrsap1ZTQrkhSuGfm4aTGmNUTJB`QFi2RrCIi8vK37pbwEzb!i3{SS#0M?pK(}GBj1dE^Jyxq3Fc zFZ+%!pI9Ej4-_0 zzM)9_z_+e*;QqQL)I5oH6?@RZK(Vn_xT>pY8C?t!Ze}ZN{Pd&QnB>@teU0cwlA#`n zvLGcxGfZr#&KVj>U8PveaN&WHjB+o?bZoF3a@HfP;J|~O&KE+))Bk@TD_vOl*fWhd zhyjXjS|&qDu`S2lw#=MvRHQSfEwex=sJ-Ky56|SdcIhI8lp!1vsG~&k(5Ne4^J5Hg zPd{n?Qh`!3rD5Y@F(sXi;0Q(&ZCIppZ7EMHFV(+Fp6suMHv?$3!DeV3J{PZO0oeW3iZBh%40!IU;|G zAyHC*SA%G?1~1?6^+&s5od8ltioptf_*bfV%hN~;6-_aWJz^;K>#h-t$|lp5K`Gcb zzklPDndM6ij~IGV5qttOLdLTUU9~OooH=h=7tEtNH?m_(8NMLuI2oU$vZp=e)j^+9 z@jPA-WGI4NYfn|E$A`$8nmteDkSFb|aK6k#gj(O} zsGzA+G2YK>WW2bp{`3?fV~&c0^#MV~d4?u(8A4mRTInahscnz@F%>0mbrhl)x)y?} z%kdK>jgfX3Iv#4{P^T!ZAFnN41wk1v)s1lFHo#NMniMjqkXBNY>8at#kuiqeI$Eep zfZ}Tbiw$sbf#FcSXmC$Dt$=LFqbV;6?}=| zcx72#^3Vq`s$wBpzd_&qzpUale1$4+yI`iW3cgB}x0cP8V{%Ikc4vhzejVQsN54rO zL&l463cgLbtCTNC`GUCSP71j)8iLNKUn5Rs|XnX?K; zww3yl)>+R zU6Hn}T<%li!MM~T^{^uiiuB%F;h++T29GyKL)#;9B_57TN}xyX3Db%cRgQ0pHf*Qe zec`A|W8?9bXoSWl`n`$9%``^E`sr9SMq`{#DI~)7pt2>p^}V;l%|i0Njr~rrui`sF z{RXUz*_`a3VjA@O^4caj!9t@kub(2pP^0VCbXWFW1l^fZ0M4QsCmYJW> z7W`ukX+39ZUY8h2ne98jqq<6ijF%cZ; zm^d(x0I>u*y5jLW*w!82PR|?IHQBXy8Ep~*Wgt83EF<0?SLg@}HBNf0vxH%NO+#jNeV4@+|w~Uhv zEBJUqUdD4FdOI^9H-|#B<2u~Ou3~{UF5{ep{$O+P9pZatmHvv7fdmG2(SKjy@b%UI z+{5Gg>OUWX&FZzgcz&iicpIPoN0FH(;V$;fG=~!5gv@Ru`zK-%fOyU#yowA|vb~Ih zGIC@{8M=%!GKOWc6IMyn70aw@Ik=^5m2gn8qnbd`Y644PvYLQJ3)zI!UAEZ!H~>!T zm6#JYlLe@R&0;W+r$YicPtcrzT9D8pE>MZIpii=rPz)w4&(hR@1dCwVNwyph{SEd+ zci;w=(%r!>-)`w{LDK`85E;J69+G$Z^gS>xR0Hx_l6c_I7x`kJ2%ju~$T&5WIRjc4~*;yxw z&JOh6g*0;;pTCJ$@8Y$Y_>~)Ybp>+hHeNr`8UI?~7QWRP|4wmOLGC7Yd5&H3L6ua~ zL!J=A4RKWxQlcvPH&N#MY5+HBUcx*03yr|L^#3yb{x1E$;owbtkK_CJL6O1_&moY) zk5agn!jJJ28u8N+zyWu# XsW=&P(CZ-KV26X94h#o*2XFrmWs$r7 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..90aafd039acd17f8a508381a2f91edee5d8d1f86 GIT binary patch literal 1683 zcmcIkOHWfl6#nMk(ic@rRYdVkRZw9Hz80tnR!pj;CKfSH&73)p@64GwXTERWzkCI73pW@Z3&mT;G`VO>?JRGY zNb=CE%YcW{TC(y*y{RIjL-H>h6Fic(9k{yE%|I@jg&4Nfi!7E+_)=(PbP9|izacgS z4}@;=hieCRel(t-GZCtlL%WKBf z+Ce~3PX_r^#hqu6Q3?kb(v@0$d7)NbWOzEr`xW;bG@ru=3K`^akm1Z9`;o$7hS|w} zozKFqmtp4LvN4S8 z0G6Z^>%s|Ygcol5^rO6ZVetY6)*|~W6>BBhtwEaFw7xC8TSbW07Urq4RAe%>b z9quv3bj%bC4+c1bDO{xVd&Ywy^OI5-4*x<#UE-N(IUPbX-5rt zPsMqU_K_>U;V?_nmWW3HKJAF#s8gJ@iFhVR4qg0=^heq-lxWTMjL0BM+6acp;&%bF zeL(6H4s|g4f!rQtM>iwzb`Lz&htG9m_TfrDYCn)?RKpQU71uCL(jytyFt%I6XwTSB zLT((zF$(o@m4XZ8&Epa-Q!0<-G&1t%*wh0`Q)rh>DW dSOv2v;@m3ImRK0)Eru+T7Q+@7EG8|cegIu++vflP literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..931c3764c32a0a9df6cfa3aeaa6e7ffb6fb8b254 GIT binary patch literal 7419 zcmb_g`+rmA9e&<4P0}=!5NM${pb%zgi-GEN+9HEmB+wQlwTd|Lkes%MCg;?glX96; zyiDirZiwjI+}x&aW1FIsi_=xy#W{Ds{5AXRv*$hMBu&~BTz*s!#^Dg^ur!Dz2n+aA4z~eB1gc{4qaQ1R@S;h&W|rCk&k)v88m; zMOjnE#BqVwO3k*&F1S!BDymVsMj%K#T_+HdyhqdOh{8A)A`n|tN^=dgQ1ou>7h*C| zg4vCb1zUO^9c{p;q>ei1be7?mQ()`I&VMmG7i<-sYu(7)DmDgiy+Cv(Pigw3F|NiP z0wZrHn3iOw6$1 zVwTizjdGB}2>Amnx*7(0l0>S1T~AF3RDID)XO`Q~M;UYgUOO?htk%A*;l07AV6S zlNF}4Ah>`64M%e{VKk{`Mxsswa7Z=)0_PVwDLAF^Slm=|nv&5@*mX3n>M0}5vK{Z0 zdDbK=eR4<5b@x|3kXFr9PMcu3nDL~I>h|J}U9=nAgLV<#J(*3)ik+esmqk-!S|;rr z(oU#38m8`G0lHr~ah#5PC-%!)mJDGH*2+w9mjJsXS=B!_>werVu-ukRb)2p*qsrb% zV0UaGVwL7S*Xd=cKY)8{aSsj()Vh6#6vB_sITdqQ$>eFr@`~x&J%mGepceN-5$LEa zUO`W`ok&%&)KMZ&2{gK*6%0uyEed#afdc*?Je20Eg1=K6Dn_I>Mp>CnIy0ls$XgS6 zDt*g5I=98B=zA>nj+;u~61Z_51XuM%ffr*H47W(7a2}3|O=p?)>>85G%NjGFJ2xan^KH8Q~~I`2*bcP`W;%KO1+5hXq034F1JCHP5!y$kf~ z`H=hZrD8si{vE=X@puqV<0~|Pl1lOB8>REjsV>pf1pANJ#_|%w(CA6An%MW(yB5f5 z#mFdX!;f#$c?*fS{4#pG)AP@96=no^LHJe>&*0n44GXo<)j6~6^sFqfrv;jw@QTZ# zH8hq}m2^@WQLW&g}3iTDM4rv}gC#V{TS;W23; z4_;zF`u#8-7g#sbHo6UPzmh$iR@gr)BZcn!hos5dcws}}qtd>utZ`nnj=K!&>~_5D zqeHT^`jvgQ&z4?}-LEBG`j7ES5I@4J)XHnDj}8EJQw(9-S4Q%B%6a41>CQG&y+6gz zA`m#sOj}|%neu+YikqPg1^SCVSIMS@j&5Eeg@kQem?U4v8$tXM=lE7p7DGMrB(;)+ z(=+!1b6fXqOhferFOp9*><;bx%>C#*I14$N}iImA^x>2zMTdv_%J_7A)M zyR1N2x?EbZ6heBklU2O9c;uguf7GxT=l(HGu9)FH=`BL!rcdq;dRBSt-}K3#CtMel zgWL&JaT%Cd)^J&CFT)bV{w%>}4%?@^fh$i1R!yH=yS~e_S={Pbw|>XUh%fAE@@%f+ z=;c^_|P#TL4f+MK)At1xpLS0rzMJ2+^ykUaNfu{QFFc_ z+{AfvmoMDHk!XG4R!&xPT*GngEWY<@mp89-2VUB*>FQuUdsxj4Ne`BHKqIAOh85nyxOO+A zv+)+6CCdmb;Z-U%KA=pv#~R&Z!xfkbC3IcQ^=1^)RN0*clSV$5Qg>>Shwu)=uuR@4 zCY;v`lP?DzzF9IQ@xPI!{8`Tb$N=zhtl=1u@0N4+`0hAsuSwqDi0dPs@!%~RhpYqV zxt4gA5}vPM-1!q%Dn}V+%^i{2i&)kfS4L4j7R=8DK%R^?1G=)qsPyTn7vl7qrOZsE!c!aM(M?5tbz!!sZ$bnH^*B|%~ zR`}srYI}jCPP|3c-;90?kPoS3zx3ogfN&!QvDal~gv#~uW9%G;20J>d+NUsl3HN!? z(dpgf?Ye}+0@FxK9xh?58Z#m1gup4AtYh&QG&js*ID&Co{1`IGlGfizL!Q`2`ZCIO z&ZR0Ia?RW3^EE&G66%_L=U`3Y*hM^S$2!Bjv3-*p>s7YURS*$7=u0`c(RPxyqTp?K z#5F*h?R`=$ZMOGG#kb)k9)&mDBwJCJlQlNKRMR;;HHEJ_4kB}lB;&&=s_kp|x(nRm z0(+^pa!BA5?f(s|a3Qx*z0&=zdmGOj5EpRjO*~iq4({L6UL}(4JpbLx_&IP9ZzkK{ z#E{glC`wmLWM2G(drj1nbej*Ty=OQ+!A$%#Z&Y&pC%=2}p{?Ur2{*;{1!B2q;u0=X zF>fD4RRX_C;GG2C#jiPHI)V3a+)gZOnyh?1DQA1y8gGQ>lW+DiSp}gqGj0lf8H1t zo&fGhCwjsOs#K7TLK?8Z6XppR*ns4Zl;;|B>uoaJ8Xqo2!Ez7<)$w5zRKh7kg7IPH z=(})ve7F@f*r#)q;OP5Op%PTXFXC$9LZw!y1&vapc=SVw5(#=+%)hYmLe2g8DfKN? zce*mx{mNjNJ6-_{=l-!WCW~TY;AqfWv{)Ew9g~Q(D`+zJQ+eML>Z6X*a%Y(B%X}u8 z+f{un+|YZ!cyFkk%4C~%kyQk^c`_mlaa(Jdw^CuPq(u_#nqi*E&y@FjeunHmg~KK_ zLcv#uXyEq|ec}hit@v`$S-ko)DnHSM;Tq9+D#RQj;ubJZl5hgxe*-N1NXh^o67~Lo z(KEmwO>ADm$1|&!fojc9G9i2f*JcjmU+~JWc#UCB}Kl~HG z4g6W)wq={!p4Tv~hI9jE);wRDO|LE;vniD#)V%HP*uLjBdB5y=&XQDZhr64apyas$ zmo$Wcv1RR8renDcb8&r3)(9OCD88hCgKP%{QZu$|2eSeLQ#XVAECt zpHyB_LVp#C0>>IM)UaeZPPr~HGIhDq)u|fzw%Z_Dq2l=sb4v#6zGb`0v|QH%snpdZ?X31-|JVn8`HAMQwBM9nJ)qJ}Zc)l{LA*)**Nb&ND zz?qoP+}dfH_ja09ZLk_OPO4C&l-CYg?Lgq_5fYAm5^WQ`UW*iX{|E*ze4;>Us(b{Y z%?S5h%ZU|>ZN$J=f#0rCE9UR$jRyveBT@7DRqHTGk^R^aXaNDn-Rocz|NUF)K!@dg!&2tpTjjIty*9Hu&h zKaDr(XU6QJU-G3D$oVj~N{*$NrB|kUQYnNL_n&F{5f5`dg6D7vQ(3%)%L3=S`PWS| z^JXXG(s)~7W-3wHouXKwS$ptF|fY zT}u^MIc0;|7iukm6CGce73=XXtv-G<1q;x=9wBlL@8jn~NZXgPDtL}r(<|^gV&E@jqeSvem20e^V#dY$iUjLbVb-rgTjZKU4X#9dlMk0 zBgLjyziYX5M=G`zZ@b+p_QY)5a(W;K2$y$TvKRfQUq&KdOxxT0V$QlTR@n_`xd-?( zi$yHaDpmIA2!Xcg2D}cWjkX)s24&ufchjW(3@drgAHQP2_qcPO^TIjL8#I(3B#^=({zDy-E31eVxB6B96GLqwo>A`%) zNR1~)#q|Dd=H8@niZ>(IQpRbndr!DI!_8T)qg==Crk6&Hp^zy1`LnN*WJ?yAVI#Mc zH;xgb7kWH|o;Uju(7cg*_P5l8*8Q5mjh8JWy>lZ?Op9g%POJN~Tt*+FQ7mog z$yHBS>3GCtu7)u6t{#5{P9GR~L(cDQb2yn;YP*5mlx0rD%I28YZA5HwLsh%sT0vWL zNS0WTSpO@wEAO|P>(XD=@xYc{@oJW{VsYH!IR=i!d{_E#&6QnO`eA336q2oaZNDb( z*qWI!=Xn9g5UUkc5|zBbN|mJUDXwF>ZgL+mq*7c@avj$_g?DZ46IeTNmn9CTYkqfl zYjUL-F?i)EvVRZJzu;Fh0udhZn~M-I%pH=&LOlVuFOb-0SC_0Sv9#YusyQC9ay;3p9(E z4@R14RGh=>B-6X|m_))D*L@*o_zq33eXCzDm2euxcfcN7WG0 z#mOfQ{0vSUAskGR3Z?RqA4TzIBv}$sVVBC6?&(jj-_qY(^!Go1{srJ3wi&jB!4GV^ z$wgCIp3CdDBYDeiNRzju>k`U0twY1Htrq?M)V9rS>9$S!+VC%wyE3V~-Fhx8!?vPe z42gYlD7Y!CCg0lImvt`+l_9cbScbRGpe`-%#1TeBM+i}dkoU}R8J?6b*q0oG?n=iH zrtyPx7;Y~umkw;tG^`iAj|-2S=Edr%7+tc?Be!-j-saZH;9|*kntWe+dyX(HmkZ0X zy}&b@@@IONqG_^&=rQ6ru4R)yd#AtiveRnd<-i~r9o~5 zSgy}0ce*-wv5UuX6|*{KFvoDEXLD2}ifatz36ri&MPNKPXKJ%nxO46gL@mC$u|0lvJu;BhratkwGg|s!um6`Avq}q{)A_sazbl@qP>`e8BMC zgb|H<$A5Bi;wN%7Mxn8UKZ(7&R z!2hqc)rN{^tTVZ8W6tVG;4U$~R;Ol3JzIz3H)=hV>gPZlpFoch{3*k9-=(tjL_>Ij znw8QzRB6U2{=)nP4D5jL7lwbz(pQ5lJm?(F=*q03D~ZmLu4roaKtSh6JNZ$a?HsKt zS$03BDJMTiLYk6LAIB4+c`X@AD%nUjeDX_#98(&r%(t+3uKxaLQsPHzouZuTcGf$7 zXQk6n#W2K9XCn2Vkv%!a-G^+Nf0r(5UrIKOEO1rfuogNaa z8cj=hZQs_l?Y89^Em@%9>>6}okWn;B;|0r-PS6J>9rdc+cIxt>;p?62-Q0QO9_|vK zA)l(mtWPg}sf5s=rl);Or$wJc+QTcy(0=m;QKU8A1rZCbOk;`=HMsB$8YuwQUm>xZ zOeQb?f%))jyjx1E$p!kZrbEda!A|HcLSJHuu$Q<~O{=fLkFnaptzSulf)cI1BS2%w z>Uz&=Igoh^m7dhwv}^e2)b*=@AHdWrD7(k__;-Bf2jEAzMe986DJOxdPU3k9MpV@D;wUfw|bg{Teiv{(T_tBJ3jK NV#>t>7n?2~{tKMb+Ij#0 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage.class new file mode 100644 index 0000000000000000000000000000000000000000..af788382d2eb6d95530cd6af87f2a531182f38a3 GIT binary patch literal 1515 zcmb_c-A@xi5dZD=dc7VM%cp#)AXPzyEBGd2LK-v|X;Dgu2~XE{(;U6tk=rd2pBnxY zAB?Z+i}ArU<;_3JI9EVEBqk+XvO7DoGryUgo0(s~fBXcnjHe8%j%(F|plUf);VWsC zgHTxYpdvi0E~F%>wd(J=Vc^&4elrNX4IvvIomL`){E^YX__*HAYv?IzY zff&P5mk!Ru#u@Tm0-QvcrzqWBPh5;N!SMQukVV(8{tK97FsedrG<>_lFgP>2cAAKy z3dv@PVR|hHtJaQCrOO}9yWC3VcGdJM32iTS`A5!PL$M5Wj$m5;|}f;#iWfX+}j3|m_}wBro?@T2NDk@W+ZwfQWC=wvl5Ra9%GT9bb>Ts F{sG}wy!!wE literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/prompt/Prompts.class b/tools/llm-bot/ai/koog/agents/core/prompt/Prompts.class new file mode 100644 index 0000000000000000000000000000000000000000..44325f65eee729b5a0a63b79e11b0cbd83c99b7f GIT binary patch literal 7050 zcmeHM`Fk718Gcu`C0SMyMaY$vj1CnSyuD2`1O%Lle%NYXZ4OKW>$X;)}h zPE2V@N?Tf5N@)v$mR__JT6%D_frOT((34Vn-xs~_>mQ(fXLn_<9p|9W!*9*=cr-IR z^Ue3Y-#L?KUp)R4fGhBC3705Ze9|z+~pMrfb$#2~`biN5ZIqKZI%oBve}ynkgZcJ~R0(63#KzJV_3* zolF9<<^aHeH5pk=<=&EuT|M+Z0pXlC~KvTUtJz)=bMC+YAp| zB~2gSvUWtmp_f9lvvKQuvYj(5dGWFY!*Rj(cGb+5w4!B{wp8}cXJK{PD2>PWtJY{q z(R4Ge=(=GkmS(WuZ&>~1e4dc_I|YJUgIFTr!b!u*YkGYDR3WZW@RF|N<0)N8WolXK zXQ_nc*$Fi}>Fys?N=iZHLJ5~OIKX%`w;(iOoP%W{M6g^!jV(_QDnnP7HB(SZlR4vn9`AEIb2Svec_ExH45M?mQI-#A`Mf-;%DQnt&Ki1_sw@!! zeOxwl*);M~qH9g4@|cm&8wczWndk`OLJ75HT`5fu=F2pZaMw_3Fq0bS58^T|nn;AP*4fi2VM%f%nMxc+Lx>yN^32jNA@I&*fD!mNtyZa&ZBR z_JBQSV`jQoi50d>oc%}VNbgZ6@Ac}~{o1AE^TV2@65}oC450&85Mzc+zq3F>;v~h+ zC`WkwSXs|H(V@rfwUX9VNJbdLw@C<&GGfr#a}riJRJ3}kjUq~KN4M~X9tnE}^D1L! zvrI3Z(sHV-$a&g`Y>e4PZifMRpg+A^9_mhak0kpua?ik!oY~PWU!5B1?w5r(HOr=2 zWWXT@^5``ExlmBd^+D{Aa9w6X(XQ$*Q1=%v3jSK{&zLQ~URD^#C%No3}yHOyFH2Q>?{Sq4I`N?V0NC1N(c`?O= zF(d-QH5iuA9MfV-Y+c0%*13r>wvgx2Q>B!IhM0)o3$55!PP9AjEqVzFEi*ag?1Cw? z!y+;?7OU_hVX1RkWg@0ck?HwlPa`%-Mo-BwqvrhN%EaJtFc)$LPP0tqm$Vzyl%7d% zACeG1DUh6w3z4De4QH<|k)g$=_O6mj1El@Z{E8)YLS<%TsCM|7b_`lGMY5SvOQxM| zX+)!p)G0liFVpnrrW;L{X`7`A0Y-Hi+Qsw4s|4o_l}=k2W4K(z(Q*3t1j8Op)04bU z<;wdbkT6MC*2{%awWQ|4C^$~4OX#7?^(8a%?txuH^6;*{zU0tu`Px)whuoF!PI9Wd zOC+*kCd-mccb=xpjFAY_YO}1_(lLQjg5p_7&>lv~k-($`R)nIEuOj`}tY9&dy#-=+ za3HEetFuYaW<|_udf7?k^RTD4=MCog1DZ8qBX3TdmRgVts%f&YqG}E>33cmsD9|jS zH%k;tax$HkxrPOUrsOFdWiHs-lyz0jF#<74(2KGh$m-Y_i%Ob7ewqZQg-@Qsjptfz zj4m8=y*z7FDKN#-OcVh92h+f7Hj8LBAK1z z?Ny?Z4CD2IHOqO6U%pBuiq$=uO`S7e z=l%+l!!~b0e1payBAh&IsYR~&CattH%X={&AVkUygz*qUwd{R|1yRLl#RVg$SPJ#z zD@;|fWcG(O|ds3(pcf5{E zBl0{JaYsV#a~}c7+{_ktS*1jsc_`?$xTQ_r*Tt*8NY}JGvCS1IJ3AZqtmw7&?ep#+ zk;ZhWb#-g=hRq$Vp$)Aqs}s$Mj*Ts|-9)H$)5guK+r)JHtdKT5p~nA3Ql7YZbt?~P zPK4Svh#t=jCE7%1w}S`(;F3 zAj)fl9zDWZT8!Pv+F@;6r=tpMh|Q-v^X4<>fJOA4>|~!(bV-C$IwL_>USZ&2+6*~1 z(xZtpmn~#4ycoDAjV!=_{Wim}Og`Qeool&?R{CGH?OIXcj~?LBK1$;+~&wi zw(BCR*fw=kS8c3`RzHdJcR!8`I{Z<8N1&s&YGW`Oh+K3OtD}LVSi^q9Q8c;zb)ISV zE7Otq?0oZabOA?kwY$Zkk+K&=dijHBZPb4h14og;tT=mcE}zwEu@aqVCd+LUViOkO zN+PlyORy957~qN#zQFCpGK^w5#<{12^KgI{*c)*nZpKBpm9JX2k;d)(yOWQ%cX2Er z8Uo*^un)UPA;?#(QCy4b2;WM)4!b#5Lwbj?hqQ%Wj<`^Y-YYmKpgw{XcqPFXy(nHq zVE@d%k39Z`zvonOkx-tuUCIMr?P@}3B*^bYM-xqbRa=`Y&{s#RJ8C)tRU7@$nn+ea zRU=@liKuq}IPwBfqcVHFJ3Hmz?5;g%&qi+G52Ar+^+^!-&@%k|7{XRuz}LPQE+r6a z(1OeO-m;!h$I-*lATB3Nn<)5ZWcg)`>nHf9bA`dNfO9J;U4X0c8basCDyrv3!dXMw zstu=*b=-zi09KrVvxwK)a5~T_HgtUNbU<4r-q+X{R{w$v*FaO`CK_ww2^X%zOgBcJvfC4O`?TGDiLEP!69!iCY;n4HnT?>4TsP4ZnyK7%p3u;MV>}Z)llRt> z&$JPae8oQDYj*pr-9Bfx&$C_N%vPS6;F)bavz=#d;F%leoGIi44dGkl(9!A&8w;TB zN%$CazWo@!D?)&XW`AQV0^$91<`-zGf9KeTU*jKissATo@jn|cZxY5o3HUB5;Cr;; z?=x?t@Pib7n8J_nWB%eNDf|>aV<~&K0=XUKsSHEl2n4EL+ZUty0M_v=<-pVmW7f1VkV+ zTxfu1m=3R+dL@}NohoTDigp-LhHh8PSF@s5^<7RE8Ll*Q^@N=@p`=9cqUb=UjCLpt zfdR1&L6y;hGYl>JdZor0)CSjl_M_-VPb(z6!=Sx}nM@Qi&Wg)@3_<6iVKXH1Z<+!` zO@we5Te?F~8YyWKtuQW9xD9jPD%0iIz+f}v@8SJ6Xy|9?Iw8alSs0fXq6II08=m__ z%l#;>U_i!Y3^Gj4x)IcBHrJeoT-)=LRV(nKE;bEEGi;55tm$qxYr6S(mr^`}A%=@5 zHglB+Bj)qIkH^hj_>!4M#X;I>!Ggl?Fv<4a-jK7VFY=Y{A z3XLKDs*0g<(F+wW@}kas1lcGqh`g0RWgZqew#v5|`d*Hg#O-5Or{4x==5$htCh@A~ za*8hDE4eD<0b!OItwchSqAUz6T|%V!y>#8)v4Fa&_z>rvB2O?&T5F+@JPFp1! zJQS*EXfziXz9uE&B%b&M=YB(+;SiUfBJmw!fvh^5{{y4v2g?N!=*nQi%u^{W#;|>mkK4`d`I|WQ8a@gdDlGi9imy92Rm|M4rA_%3&F|H^FSI;LavuHqP5vwXtTS+lFjo s-JOSQgl+WLxZo})ZQQVtwJ~kunvEG7vo=0;E2x8veMbLoSLxmV0M#-4NdN!< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/utils/None.class b/tools/llm-bot/ai/koog/agents/core/utils/None.class new file mode 100644 index 0000000000000000000000000000000000000000..6cf163f9fae0de8d87ea830ae01861223d9d1268 GIT binary patch literal 1799 zcmaJ=TT|Oc6#jN4+p;hq%$>A>B&0FWAVY6yA!!JZ#u-C8amH=J(_&O3EK5{cGwD@{uImrm#l&t7r95iL(H2Yw{OR!s)sng|W1=Z%wJ&o3ps}EBj5Q`16KX%or zNZQsM!_%YvX_Jre_TOSAH#C!5T_n>akM>Raam#3n9umfjeRJe!f8NOJd0ym2b}MV} z;~&$yp;`LfeyeMY7t`~Gl^fGXSh4%giznLMtkpx-UeX!q7U_LTzdvB5l=s)iPgW>{ zDl(=UDJw%423_!LRl3sYDoysRWgh>W&a1}f87{tMiQDgoK%kjZ@#-*iwV&cu^%NPh zZI{`GWH@)f9w6a*4U6SL;f<(%z2Vvg&f^K2Yo`QiGcCsv>mNIWcxu zq^LF4#BOq)Je&JV5sIcm&-PRivl6tznseJ#iAR%|>i@dI9PzCadmN*Rej4v4ozf)x zNsg%}O46Wv+8DAf(Wyu$LIUY&c8Kg#(l~CZb8H>LGU>Ut2TaPTK+B<9#m zg>^u(Gj_NmRzHcQ1tu>Q`ysSA)_jh^hxy?{jQx2g!)QkaGs$q1d|pmO(!q*93_C%@t8nV*o-4`%)X{{boOVCD$? zE4>ZF3OVTD86)mvs2z~>L7}*e_o&b+d1VxWlYq5EkNZl}l1)aDpHO-wt_Jiz2Y+~o_n*PmpTSbxvJ-AiYJ%f-oceQoL2`?3i?kVY8_-IaFX4j{ zar6;Md|bjOxV8Zn;ZuCJf&K_x5f&mWMo2|SN65u`cZBN^`Xb~bT#RrzHjc;NbMg1a Ee@MnN} zUOp)XWlML~v|^dk?-?6!mqcJ}e082QWrHu39y?#T@gC5(q&;T1I+iI|PSG$E+dHMi zX4%Y(Lh;14+H5*CeiRtS>_WSu9_D;@il9xdE~Ms;5N6iZV>p$u?5)JM?&NIEAgG#Y zT8`$yUa_2&a@f78G7@N^n9UadP}pll1_>Y zXU6u|vq_Q_PPS5_cW>iF7;oX7D7w)ThJ=&Une<9_b$(@WiHLbX2?b?RQJlg^2r^Db zp`uH8IMa%~O=o0`6NwCS$0|_wN85mH!-ps)aW;YpOi|wLOk5@=!U!QrIgA)1nLydi7u+<8ZkuyQVrf(37c8r& zYvvJ2J5PEHU5%@xW-j9rLp104a*uEnvw}S-TxN)PU~3TNP0L==@{fr8hk+$NGF&)J z%RP8|-MmBBkVu9MYc<-7Hr?W3A+t3`1Dk+tAe01YW;={xTbl3|d|I!dEVy(0>&Dd&X z_iR||m%^3Zu%wEQ5~N9lM!zeU6d$c6Z|>?T$^OdjL{O>hs%(hONJ(iSr1+~p1pSIn z_1`$FM&e4$ACs;}la<|Jzrxh$OiVo%?-0U^mEGE2$Mx!W%3m*8W%tI6+PUAPpGrDi<1mBYY(YiaVZ(wuN7<3x*bykae?z*^+%CaFz#1^s!U>q zj6+RQMGaTKWm0!f^;<~}2bAiQnIxGlr?JluJ3?Ue$6%lEgArUMsF?wjtIvVJK^C znVM4;UXEoQEnlEZsJ1tFyKFi}Nl%+Q1~Ee*s$5!da_q=k;rbfG|+A zS!?63`<8B(49C$ovgKU9sBx}y|4BL)0l`%$G^3}U%C}Cdgdi`Cfr%G5_6toUd`jP- zEA-(rnnyhabf6RB?+3jPB>CLcjnSH39GZ8b7k%)%PQRv69EGXLSo|f1e3vJlWB3W8 zzhblk=^2jyfzbU)5{~_ba}r))n#4bofe#PqOGo$>`dL_Yyj`ofgQ&eBok@$)2Pu;7Kw^Q7tYs_I^;wk9eo2*wSlr7#7ry1XcNQ}c)td5 zv<`6;%@8jf1o2`W;x{#jEya9_zGh^p=a_o}dEyyDUX2^YjKKE_!_2qT3bnHd>S=s< zNHsq=2$l$ltl+7DFSXx|qK+>+ z$|TlrMX~bJM2FVj{JIgfy47!WvcIWhJKHRkAOyZx-oDp3kbUWg(scZ%%>&g+>Z^@z zl!V$i9}!&`W&MMG&(|hVv5}#_78z<&ndry_z2{+_;otI?62=7bjp|K->ER5rqa^`v zR3;BqGwnQ9iEPV6G7YgOFfq8V*G;$&^DL0($Z1E;I&znK?F2X?9LYPvjD+Pf0)=MC zk_nuzCi~iErE_KbCcSmLt@dOZCRN?1X-}YXw60XO1TIMJIV`*Z7M{bx%dqeUxd{}P zwb99{!1_XC6ms?dsKQYQ>We!9-~WF<%Qr@*a;%B!t6A(~RwP1sX{3XC1s8E?0y)eJ z%rA_-Sp{>rTt)#`1jbw(fu)gAj;ASbqS}hssmir10U8xo;G{PFsH?V8`&^l}z?FsJ zHeDQ62~-?XO6SZqEQLSD76<2@amd`iog~1UPu*e;aGFKv#YPiN<{zF<1sZk=KF;F2TBukS+-PEc2Nj$GQc|lP6e3c zhpAl@159V%=>YuR4e%b$P;K2e{)$o<$NQQ3ti_DQfKr&j2bLXp-eMM?@%|5Xkq_{B O=4={k^oWN6*8c{NSMDGH literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/utils/RWLock$withWriteLock$1.class b/tools/llm-bot/ai/koog/agents/core/utils/RWLock$withWriteLock$1.class new file mode 100644 index 0000000000000000000000000000000000000000..121a91d12435fd10e0351ef07b6c22ba773fd526 GIT binary patch literal 1830 zcmbtUTW=dh6#m9e?8bFz5}@>!5}KtXZtG1#xz$NZNt3c*E^4Cmp$}-hnK%=#XRDoA zgLvvs0*Qje1LBz$9NWvRnnns!6kRmRyc zPBRtePA4{e@UWf6z2IBz4j*RPsX|(*LI~Vn+r8aBk^>ng(saYGI!7vYt&Mgsb%{3K zNJ<+<+3;x454CYBGcpM`Q^Va{I-Q!R|2Sz0(D{G5QpJQoxg9JE%#KD-9IXg6$3=2a zb@J{P%E^7{B*PE~0#n0;n>|N4DYHUNzXX)DXW$nmFD!o}Fxg31AA!q(JJhzQlP}RX z`Rc8Gbs+P^1$sc$zQCF1ipafKU|#B`uY7Y@`KGUYv#5M?7>Gb+O&jet1hy92)`5-l|~| zR|O`#AA!}eUPj^+I32_(fvG$~*`jfd*;#D{X;1Cs_OUYi0@oHtQMoj_B@ndJtQ#IF z*U6+dHk8Jsu9yrPewinU>?Df7TzHvU>bxekDw(pxTOBu0^;Nq`bkc%K2(_q=5X*jd zrToMr7*|GT?j%yGxK*I@6UJ`U5|cC1%<4Oj)4xT`{Xf*~DhLuly^K#xmKHnf4Xk^$SORM|X{M zc}D)ygPgBYUqxo1t>*FFe>%Z7y?FYy%w%8jL3>WE9vP#u%|u$Oh`qC0CQeeTjelbf zQ{tkwljd2hwzYSE;n?Wjh(j#1Pm@f={}oiZ0;fEkhHozEv>%OPpKT>A@xO>mq?_c{ zNqs3!H?BX$eB;J1Soo2mz&)<>!y^QEn-Y}@Q=;Im;T>MxB45H~%wQ2q)b=K~NWGIe zZ?f5F{Djrncb`1PD!F;l_#N;4jN3m@Vd&)CQ2CjYIkXtJz&151qz%&h{HyF5u9KO> zr(A24ycgg+BCZo20LSr^@fmkYjQ4ZW19DR|S+m@zKSC+OnFz1o>?4#TOc&n_W+_=z pEKYI7tA+HM#q0cV&JtqhEiPb8St! literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/utils/RWLock.class b/tools/llm-bot/ai/koog/agents/core/utils/RWLock.class new file mode 100644 index 0000000000000000000000000000000000000000..ac281b8071806348a5949c7dacebd6cc1926205e GIT binary patch literal 7021 zcmeHLYj9N69sixXkGp%b3CRkQ1&j+>$eYbuvk6g50z^WfB!Ea2Hpxv`*zD4MB=J#8 zwWap`(ps#xj&*9=@dG+ie6$ex)_(DW)0x&zYp0(&I-O}d&UESwO@HUyyN^5|+Rshq z-t#}_{LlY&{;#{g`Oh1d0qnrD0>Nl3d^(w&3P-2RL?#^`Po~UpHWQ1d!v~KHCC5+e z5CY|=qBGHOJersa?;ks5j%Rc@1l&EbL@d)Q;Ha%T?1Kw#15W4yx1LUB;<3b>q?RPH zgqaSfA4rUc_hmEY++Lpc3Y4lzXu_O~X5$%wj@o+%hnDi`t{b``t!^Jm;4@&LRKS=` z#WJQMOBq%@xCZ53Xs8gVNSV`c%(U`o|8hI}P=i{@zD}Ud^6cUui6t^AS|~Q24iDx*87~b2H&2;yCwVKzf3PT>|wtlswdL<*32wGx4;JJtQR6D5S2r zT;yFR<8?0=eKl=YOohu*fe&|MuYo}f36$6dIK-T+V_3j5I6N}CbGUDSxi-g6ZZc;c zz^A;}kArm9Y(nbd!zkLNB@b~amY7MNrbldB;g(i(wIjHv1pPQlud>J$Otbrwn`R}| z>4(SgX{qUb0yh=xFe;r`<_{gmnez)9gYmdI6^)ND&zJ*qK*po-crcR; z*2p-WHfw@o<|M0Lu*TB6CMXj~FrSb;7+(?`BQi**?5H;ljA4=~X3TQ!V9wOnaYV++ zrjV>CDo+j3_Q$iW?RFIm#b$VK$=QUNQea~!7K(0T6*+zPnVINBG!rEaZF^H}=X^FHK!5yu+_2x)tTR||Tkx~DNrIQSAtCl>-$!P5) z*ddu3Z5;$V+ZtP%jrsvYVBZyMA@6D zI$Ga&3EM2B`iSuwnj=1S;OC@sg!JW~i_ca*_wu>K*t><#Q9geU@IYt%t5`QIB2GuA zt0~|NkYB?^bOlP9E}|z;;v}orahC%}1HPYNYruDbc*K@WdgjqPEP<|h^baXw0pkc9 zo$h)P-R(Sa5xW)e9ELgi1ONsKbN zrBqTLDHaVzu{?{!s!?L;JdhVl3CL?XK>_6@TleBwO*F4$mlw^Gp9MTu5O7{;y6`5( zj`}AqVd@IMnSX_Ui0$;Fb)s60+gV`b{0;G*_<-XF;%{=)4rvc+=Qy6z9+#u&5l6%| zjweJ+jn~A292uP7Bi1Vj)GUy?Plu+XUq^;p>QCo~4;IjY(xqEEoZRFaXkQ>!0YOKv zO9m`MD~BQoF7W4z0+L0(2!&j>6zwY_lFDKt#9FfyYZ2vz z=TyG`3vNdb%f~crn?fC*dSp4yVLP7Y`Y#d2Wi;b0mYH{0X#RzAX5w{XGyA}5w2B6_ zF?w1>H@~@iuwLvyrMQncF>DY?wDai@DUMlmiSt~49TD*+JJrkBDBi{<@q1K>KXU#a zKa~H9UPj&y@o(aMgj*S18#EW%`E+O=jwR^Qno+KeBBC8ew{{d8wNu!nWl*KfasD87 zXpff;i`~UXwboerc`LbDBR7SoP~!Ruv2Sh(4?!QAJD(>SnF8pdM_tp%dt` zp=TI`*6ua_OrRjG4LdD}JeqM5F;ck5@~j}S4qh9QJghaz!-9IS(Sm6E2Am>>1219N zf`pHDS8J57)P}aB%*M;27N_|*@namZAa?8V#YCqQA+r zZiQz-5>G+&vo6FLc5Zs$R$4Pi2`)2*BnavBq8hd4=G|Ls9(qNsTGM&UFCd9C>||QC zllTlF=`m5-wU(LrIo`QN56ra|k8Aub#ajCjKeZ*~);e+AruP)Hf`$$GrfVbT-{(`R z@$zH`X1yyIFm^NKptxiTaWk8tS*sbEjd%mzS21TdLtZvRgeNXyPBlZbsu_B~LV7Ub zk~~EIu?Q6VJL9|opU125xkCPUzTe5l3+A=IeKDE`{DO%gN^esMh)^!={0!UdbTXMw zC(kj2RT3cuJBg5AE_FP`sA|?B*3d49V4Arg*7U|!)K*PH#(7X)WcT}Kx zsA0bqRQMCt+Eo6)&j#!4#|$bL&Qr+^%!TZp_*W?%K#ha^!S3t4si!&9Xs#bnod16x zul#+CXK1ARnWrA1r+n@h9D_JJh|dq=Q9Q;GUl_y}aqbvI8ehWW$54^R`ZT_rhARzs t8f(%hPh&u>+>}OT8ed7{WEx*h<4hWXG_q-YO{K>&^7tm7Zz)>e{x2;!0Sy2E literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/utils/ResultUtilsKt.class b/tools/llm-bot/ai/koog/agents/core/utils/ResultUtilsKt.class new file mode 100644 index 0000000000000000000000000000000000000000..b7a695128c9490c64cb39f9af39a4b8bd850c0df GIT binary patch literal 1760 zcma)7+fy4=82_EkWs@Z#X?Gfpk->w+69oED{@1CLoT()5)?8OEzbj-Lu%o zjQ@qNzUZUl6Z&8?_~zf_sNa$cp`@deIeX6c`>yA^oc#IsZ@&Zh6x$37+|rwl)6jXt z6w=cT$2E0dTDGUxOwYIFSHbzYRKXb1NBo5AHWv;3Mg7P$2n{hzy1poJX&hRjQR2cd zZJXC^li}fFrRhl968h0eOMmGLLt2jT^o`!BP+Y3KX|c$#y;gg46<_}^V{6O1wc`3{ zlXokQ+t80pS$DZb5pW?K$-B{19a;5ln;hrPg9$EAX%L3*x|9;Vf2BbB*(<|54h|~f z4A(D$A7YF#MC!I;y&{#ihLjt|6l#jq41_p1*GKR7^0$OHS*U3yPXyx?hnlKRaL*6PUuyI3_WD zIp`5(Q!&dBwZw_jq$=N798tvt<}g2oTX=`MhLY(?*Egi&=B?JT&2VqT%|=>z7k4y@ z>F%Xu?;g6&w?T`kc#k1<>Bd2)E>Ic_*W}XN;Fj&X6y(yd!-4*&W=UWPISq?gW>5@L zUFoL$f3*cQ5hIm}p(+hJgLt!9EBiA0wsB!)hTHx6ylr9_uJuK>Ovw+pR z!DkrjJ~;W{!C{!XRK$z6R8e9WA9{)IHzh;3s~DI~dMOVu`X4rdzVP z=b0XZw&VD&VQyH#8#vuFv3JEh9za1js1+4!8WBW^+92w657%><@l)Igt>G8Ue4YCh zw;4{6-TD!e)%@#f0OmWmcZ!t&UHO^RVl>1v(9ZWcBoM+EWN-$df9RvAxJ3m~p*>ZR z_zNkO9BvYS9x7?X>8Fv{7-mUx4oSktai7pK$>d0OmOSJM2@xj+9R)hYus|1Cr7M7t zB;Kd}OIixqd`^3mI5FBQv{dqbPK2;Uq(;=|G~82k`zp~2p5X=Uj|qQB`S@TTp)x)! pdqcVzE+XwUL-)nszs)vY&&pbT#ko54xL)635e*xM*(#Ze- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/utils/Some.class b/tools/llm-bot/ai/koog/agents/core/utils/Some.class new file mode 100644 index 0000000000000000000000000000000000000000..2c93ab5be3d0c72ecc76c620cd0d22e78f9a2acd GIT binary patch literal 2723 zcmah~-BTM?6#w1LCfO_jmhe$ZDb|*j0Bsj&)wWP-X^R8{t$_3cKjsqFuq4@ydpC@I zad`4i=%|lAs1H2ojJ8glagaVZ$ftyoDghN}}xSMnQtlbdDk6wTYK8&<&|pUl77 z^mf&^U1wrxX?${=;lyEzNvI5o3EQ##NruksL1%-@q>v>%xfspnORitG9dl!|V%m;x zc@8g|H?7Zjt?b`$9pQVmg712B+$&ig*`$#`N=FlLn%?+ zEFUKuJoQyJs9}Jie=mh?XVWcNW~faGQ{etIml^Xgi9v=V6<)GJ@mF2VbufHg z{~i&_oaL{(Yct$gD_f#J@4BU0wf@dgOm$b@XSnpRYBf+_snd@tu0FRSh#S0IUbKCS z9%vY6bqwKLYXavP&eR9mz&;8}nvGs-)X*QhoqJ#!4k9$_Iu5^tq(0T*?= zjd!RZtnQnaM57)`pOC1@t0lp9(&wa}#PZfV^+TSKb0vt_U`Eu&_X88)I! zwPq4VtVg-Dv$gwOLe*3wKHFlX1HsI*uVN%rjO1*e(cBZ*klx77)|jR#krgSiK&fT6 z-DvGmM)WbwFnZK(Hqtip>``nsWn@U&PHRT%4qA80^+Hz!aBugKN&vcyw@1|yMslIU zNJ$_%xk)GT7Ics@ns$FobV&lnh?6CTldq}Ou=Nw6#9veRQ#mJpDh#Rc=zPhi^`c#L zxL=cUHO#rzyzN-?waTjHEy=`?9ojAM@-p{qxsQa$7HW=fSFD_~X$za=*Z10$EPJ09 zN^`s#Y4^XZeTRFzV$mOCpP9bs*1Uo>ZA-UDBb((0_{Nm$`oi~kHLQApQR+x>N)QDZ z`S+k(F9o|Bw5Q%q>lDeTdy>Y7w7W*LLUYp)dqTtTuW0=_Fj%HBL8?G6?$X#5s=+`T z?Z{vsyhfTCv`3&O?WARV=ohs9L<N3!qclrCQolpFKl}tIWcZvKl(&x$1CU9He yjzC%#6AkZbyBXCThSKzY1R3N+%jHiQf0UwiBnbk54v;PC&$Z`w- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java index 440824756..5323354d7 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java @@ -1,19 +1,27 @@ package org.finos.springbot.tool.llm; -import java.util.Arrays; -import java.util.stream.Collectors; +import java.time.Clock; import org.springframework.beans.factory.annotation.Value; import org.springframework.stereotype.Service; import ai.koog.agents.core.agent.AIAgent; +import ai.koog.agents.core.agent.config.AIAgentConfig; +import ai.koog.agents.core.agent.config.AIAgentConfigBase; +import ai.koog.agents.core.agent.entity.AIAgentStrategy; +import ai.koog.agents.core.tools.ToolRegistry; +import ai.koog.agents.ext.agent.AIAgentStrategiesKt; +import ai.koog.prompt.dsl.Prompt; import ai.koog.prompt.executor.clients.openai.OpenAIModels; -import ai.koog.prompt.executor.clients.openai.simpleOpenAIExecutor; import ai.koog.prompt.executor.llms.SingleLLMPromptExecutor; import ai.koog.prompt.executor.llms.all.SimplePromptExecutorsKt; import ai.koog.prompt.llm.LLModel; - -import org.finos.springbot.workflow.content.Message; +import kotlin.jvm.JvmClassMappingKt; +import kotlin.reflect.KClass; +import kotlin.reflect.KType; +import kotlin.reflect.full.KClasses; +import kotlin.reflect.jvm.ReflectJvmMapping; +import kotlin.reflect.jvm.internal.impl.descriptors.runtime.components.ReflectKotlinClass; @Service public class ChatGPTLLMService extends AbstractLLMService { @@ -21,17 +29,44 @@ public class ChatGPTLLMService extends AbstractLLMService { @Value("${llm-bot.key}") String apiKey; - AIAgent agent; + public String getApiKey() { + return apiKey; + } + + public void setApiKey(String apiKey) { + this.apiKey = apiKey; + } + + AIAgent agent; @Override public void afterPropertiesSet() throws Exception { super.afterPropertiesSet(); + SingleLLMPromptExecutor prompt = SimplePromptExecutorsKt.simpleOpenAIExecutor(apiKey); LLModel model = OpenAIModels.Chat.INSTANCE.getGPT4_1(); + AIAgentStrategy strategy = AIAgentStrategiesKt.chatAgentStrategy(); + + AIAgentConfigBase config = AIAgentConfig.Companion.withSystemPrompt("You are a helpful assistant.", model, + "llm-example", 10); + + KClass stringKClass = JvmClassMappingKt.getKotlinClass(String.class); + KType stringKType = KClasses.createType(stringKClass); + + ToolRegistry registry = null; + + Clock clock = Clock.systemUTC(); - agent = new AIAgent( - "You are a helpful assistant. Answer user questions concisely.", - prompt, model); + agent = new AIAgent(null, null, null, null, null, null, null, null, null); + stringKClass, + stringKClass, + prompt, + strategy, + config, + registry, + clock, + (f) -> { + }); } @Override diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java index cc94a5209..3ac4e64fc 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java @@ -1,7 +1,12 @@ package org.finos.springbot.tool.llm; -public interface LLMService { +import org.springframework.beans.factory.InitializingBean; + +public interface LLMService extends InitializingBean { + + public String getApiKey(); + + public void setApiKey(String apiKey); - public String getResponse(String request); } diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java new file mode 100644 index 000000000..7595df141 --- /dev/null +++ b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java @@ -0,0 +1,20 @@ +package org.finos.springbot.tool.llm; + +import org.junit.jupiter.api.Assertions; +import org.junit.jupiter.api.Test; + +public class LLMServiceTest { + + @Test + public void testLLMServiceResponds() throws Exception { + + LLMService llmService = new ChatGPTLLMService(); + llmService.setApiKey(""); + llmService.afterPropertiesSet(); + String response = llmService.getResponse("Hello, how are you?"); + Assertions.assertNotNull(response); + Assertions.assertTrue(response.length() > 0); + + } + +} From 7bb869ff45e423bc1bff904e4ef48686c3bdb709 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 16 Jul 2025 13:36:06 +0100 Subject: [PATCH 13/17] Removed files added by mistake --- .../agents/core/agent/AIAgent$Companion.class | Bin 887 -> 0 bytes .../core/agent/AIAgent$FeatureContext.class | Bin 3049 -> 0 bytes .../agents/core/agent/AIAgent$close$1.class | Bin 1867 -> 0 bytes .../core/agent/AIAgent$executeTools$1.class | Bin 1956 -> 0 bytes .../core/agent/AIAgent$processToolCall$1.class | Bin 2273 -> 0 bytes .../AIAgent$processToolCallMultiple$1.class | Bin 2044 -> 0 bytes ...$processToolCallMultiple$results$1$1$1.class | Bin 3922 -> 0 bytes ...gent$processToolCallMultiple$results$1.class | Bin 6548 -> 0 bytes .../core/agent/AIAgent$reportProblem$1.class | Bin 1956 -> 0 bytes .../koog/agents/core/agent/AIAgent$run$1.class | Bin 1994 -> 0 bytes .../koog/agents/core/agent/AIAgent$run$3.class | Bin 13245 -> 0 bytes .../AIAgent$setExecutionPointIfNeeded$1.class | Bin 2019 -> 0 bytes ...$lambda$4$lambda$3$$inlined$sortedBy$1.class | Bin 2295 -> 0 bytes .../ai/koog/agents/core/agent/AIAgent.class | Bin 40059 -> 0 bytes .../ai/koog/agents/core/agent/AIAgentBase.class | Bin 1006 -> 0 bytes .../agents/core/agent/AIAgentException.class | Bin 1571 -> 0 bytes .../agents/core/agent/AIAgentKt$AIAgent$1.class | Bin 1764 -> 0 bytes .../ai/koog/agents/core/agent/AIAgentKt.class | Bin 10621 -> 0 bytes ...tMaxNumberOfIterationsReachedException.class | Bin 1281 -> 0 bytes ...AIAgentSimpleStrategiesKt$WhenMappings.class | Bin 896 -> 0 bytes ...StrategiesKt$singleRunModeStrategy$1$1.class | Bin 3281 -> 0 bytes ...StrategiesKt$singleRunModeStrategy$1$2.class | Bin 3230 -> 0 bytes ...StrategiesKt$singleRunModeStrategy$1$3.class | Bin 3230 -> 0 bytes ...StrategiesKt$singleRunModeStrategy$1$4.class | Bin 3281 -> 0 bytes ...iesKt$singleRunWithParallelAbility$1$1.class | Bin 3380 -> 0 bytes ...iesKt$singleRunWithParallelAbility$1$2.class | Bin 3329 -> 0 bytes ...iesKt$singleRunWithParallelAbility$1$3.class | Bin 4255 -> 0 bytes ...iesKt$singleRunWithParallelAbility$1$4.class | Bin 3329 -> 0 bytes ...iesKt$singleRunWithParallelAbility$1$5.class | Bin 4255 -> 0 bytes ...iesKt$singleRunWithParallelAbility$1$6.class | Bin 3380 -> 0 bytes .../core/agent/AIAgentSimpleStrategiesKt.class | Bin 12636 -> 0 bytes .../agent/AIAgentStuckInTheNodeException.class | Bin 1895 -> 0 bytes .../AIAgentTerminationByClientException.class | Bin 1408 -> 0 bytes .../AIAgentTool$AgentToolArgs$$serializer.class | Bin 5267 -> 0 bytes .../AIAgentTool$AgentToolArgs$Companion.class | Bin 1575 -> 0 bytes .../core/agent/AIAgentTool$AgentToolArgs.class | Bin 4940 -> 0 bytes ...IAgentTool$AgentToolResult$$serializer.class | Bin 6021 -> 0 bytes .../AIAgentTool$AgentToolResult$Companion.class | Bin 1591 -> 0 bytes .../agent/AIAgentTool$AgentToolResult.class | Bin 7305 -> 0 bytes .../agent/AIAgentTool$argsSerializer$1.class | Bin 3211 -> 0 bytes .../core/agent/AIAgentTool$execute$1.class | Bin 1853 -> 0 bytes .../ai/koog/agents/core/agent/AIAgentTool.class | Bin 8565 -> 0 bytes .../koog/agents/core/agent/AIAgentToolKt.class | Bin 3883 -> 0 bytes .../agent/AllowDirectToolCallsContext.class | Bin 1153 -> 0 bytes .../core/agent/DirectToolCallsEnablerImpl.class | Bin 654 -> 0 bytes .../ai/koog/agents/core/agent/ToolCalls.class | Bin 1917 -> 0 bytes .../agent/config/AIAgentConfig$Companion.class | Bin 3667 -> 0 bytes .../core/agent/config/AIAgentConfig.class | Bin 4043 -> 0 bytes .../core/agent/config/AIAgentConfigBase.class | Bin 1146 -> 0 bytes .../MissingToolsConversionStrategy$All.class | Bin 4557 -> 0 bytes ...MissingToolsConversionStrategy$Missing.class | Bin 5429 -> 0 bytes .../config/MissingToolsConversionStrategy.class | Bin 2546 -> 0 bytes .../agent/config/ToolCallDescriber$JSON.class | Bin 7012 -> 0 bytes .../core/agent/config/ToolCallDescriber.class | Bin 1327 -> 0 bytes ...ntContext$MutableAIAgentContext$copy$2.class | Bin 4499 -> 0 bytes ...ontext$MutableAIAgentContext$replace$2.class | Bin 5191 -> 0 bytes .../AIAgentContext$MutableAIAgentContext.class | Bin 4652 -> 0 bytes .../agent/context/AIAgentContext$fork$1.class | Bin 1749 -> 0 bytes .../context/AIAgentContext$getHistory$2.class | Bin 3370 -> 0 bytes .../core/agent/context/AIAgentContext.class | Bin 13010 -> 0 bytes .../core/agent/context/AIAgentContextBase.class | Bin 8327 -> 0 bytes .../agent/context/AIAgentContextBaseKt.class | Bin 1760 -> 0 bytes .../core/agent/context/AIAgentContextKt.class | Bin 2864 -> 0 bytes .../context/AIAgentLLMContext$copy$2.class | Bin 4772 -> 0 bytes .../AIAgentLLMContext$readSession$2.class | Bin 5299 -> 0 bytes .../AIAgentLLMContext$withPrompt$2.class | Bin 3488 -> 0 bytes .../AIAgentLLMContext$writeSession$2.class | Bin 5791 -> 0 bytes .../core/agent/context/AIAgentLLMContext.class | Bin 12241 -> 0 bytes .../core/agent/context/AgentContextData.class | Bin 2094 -> 0 bytes .../context/DetachedPromptExecutorAPI.class | Bin 1214 -> 0 bytes .../AgentRunInfoContextElement$Key.class | Bin 1282 -> 0 bytes .../element/AgentRunInfoContextElement.class | Bin 7019 -> 0 bytes .../element/AgentRunInfoContextElementKt.class | Bin 3054 -> 0 bytes .../element/NodeInfoContextElement$Key.class | Bin 1258 -> 0 bytes .../element/NodeInfoContextElement.class | Bin 5317 -> 0 bytes .../element/NodeInfoContextElementKt.class | Bin 2608 -> 0 bytes .../agents/core/agent/entity/AIAgentEdge.class | Bin 3719 -> 0 bytes .../agent/entity/AIAgentNode$execute$2.class | Bin 5012 -> 0 bytes .../agents/core/agent/entity/AIAgentNode.class | Bin 4853 -> 0 bytes .../entity/AIAgentNodeBase$ResolvedEdge.class | Bin 3792 -> 0 bytes .../entity/AIAgentNodeBase$resolveEdge$1.class | Bin 2027 -> 0 bytes .../core/agent/entity/AIAgentNodeBase.class | Bin 6073 -> 0 bytes .../agents/core/agent/entity/AIAgentState.class | Bin 3392 -> 0 bytes .../entity/AIAgentStateManager$copy$2.class | Bin 3585 -> 0 bytes .../AIAgentStateManager$withStateLock$1.class | Bin 2008 -> 0 bytes .../core/agent/entity/AIAgentStateManager.class | Bin 5768 -> 0 bytes .../agent/entity/AIAgentStorage$clear$1.class | Bin 1763 -> 0 bytes .../agent/entity/AIAgentStorage$copy$1.class | Bin 1779 -> 0 bytes .../agent/entity/AIAgentStorage$get$1.class | Bin 1919 -> 0 bytes .../entity/AIAgentStorage$getValue$1.class | Bin 1885 -> 0 bytes .../agent/entity/AIAgentStorage$putAll$1.class | Bin 1812 -> 0 bytes .../agent/entity/AIAgentStorage$remove$1.class | Bin 1931 -> 0 bytes .../agent/entity/AIAgentStorage$set$1.class | Bin 1969 -> 0 bytes .../agent/entity/AIAgentStorage$toMap$1.class | Bin 1763 -> 0 bytes .../core/agent/entity/AIAgentStorage.class | Bin 11933 -> 0 bytes .../core/agent/entity/AIAgentStorageKey.class | Bin 2661 -> 0 bytes .../core/agent/entity/AIAgentStorageKt.class | Bin 1070 -> 0 bytes .../entity/AIAgentStrategy$execute$1.class | Bin 2005 -> 0 bytes .../core/agent/entity/AIAgentStrategy.class | Bin 14502 -> 0 bytes .../entity/AIAgentSubgraph$Companion.class | Bin 940 -> 0 bytes ...ore_tools_annotations_LLMDescription$0.class | Bin 2370 -> 0 bytes ...gentSubgraph$SelectedTools$$serializer.class | Bin 5776 -> 0 bytes ...IAgentSubgraph$SelectedTools$Companion.class | Bin 1667 -> 0 bytes .../entity/AIAgentSubgraph$SelectedTools.class | Bin 6523 -> 0 bytes .../entity/AIAgentSubgraph$execute$1.class | Bin 2274 -> 0 bytes .../entity/AIAgentSubgraph$execute$2.class | Bin 3435 -> 0 bytes .../AIAgentSubgraph$execute$newPrompt$1.class | Bin 4075 -> 0 bytes ...gentSubgraph$executeWithInnerContext$1.class | Bin 2388 -> 0 bytes ...gentSubgraph$executeWithInnerContext$5.class | Bin 5589 -> 0 bytes ...nStructuredData$Companion$WhenMappings.class | Bin 795 -> 0 bytes .../entity/AIAgentSubgraph$selectTools$2.class | Bin 14499 -> 0 bytes .../core/agent/entity/AIAgentSubgraph.class | Bin 22335 -> 0 bytes .../core/agent/entity/ExecutionPoint.class | Bin 3843 -> 0 bytes .../core/agent/entity/ExecutionPointNode.class | Bin 1646 -> 0 bytes .../agents/core/agent/entity/FinishNode$2.class | Bin 2777 -> 0 bytes .../agents/core/agent/entity/FinishNode.class | Bin 3427 -> 0 bytes .../agents/core/agent/entity/StartNode$2.class | Bin 2767 -> 0 bytes .../agents/core/agent/entity/StartNode.class | Bin 2685 -> 0 bytes .../core/agent/entity/SubgraphMetadata.class | Bin 3661 -> 0 bytes .../entity/ToolSelectionStrategy$ALL.class | Bin 1412 -> 0 bytes ...oolSelectionStrategy$AutoSelectForTask.class | Bin 3342 -> 0 bytes .../entity/ToolSelectionStrategy$NONE.class | Bin 1415 -> 0 bytes .../entity/ToolSelectionStrategy$Tools.class | Bin 3140 -> 0 bytes .../agent/entity/ToolSelectionStrategy.class | Bin 1158 -> 0 bytes .../agent/session/AIAgentLLMReadSession.class | Bin 2016 -> 0 bytes .../AIAgentLLMSession$executeSingle$1.class | Bin 1821 -> 0 bytes ...AgentLLMSession$requestLLMStructured$1.class | Bin 2276 -> 0 bytes .../core/agent/session/AIAgentLLMSession.class | Bin 22338 -> 0 bytes .../AIAgentLLMWriteSession$requestLLM$1.class | Bin 1809 -> 0 bytes ...MWriteSession$requestLLMForceOneTool$1.class | Bin 1900 -> 0 bytes ...MWriteSession$requestLLMForceOneTool$3.class | Bin 1890 -> 0 bytes ...ntLLMWriteSession$requestLLMMultiple$1.class | Bin 1841 -> 0 bytes ...teSession$requestLLMOnlyCallingTools$1.class | Bin 1873 -> 0 bytes ...LLMWriteSession$requestLLMStructured$1.class | Bin 2256 -> 0 bytes ...eSession$requestLLMStructuredOneShot$1.class | Bin 2001 -> 0 bytes ...MWriteSession$requestLLMWithoutTools$1.class | Bin 1857 -> 0 bytes ...Calls$$inlined$toParallelToolCalls$1$1.class | Bin 4148 -> 0 bytes ...olCalls$$inlined$toParallelToolCalls$1.class | Bin 4287 -> 0 bytes ...LMWriteSession$toParallelToolCalls$1$1.class | Bin 4340 -> 0 bytes ...tLLMWriteSession$toParallelToolCalls$1.class | Bin 4280 -> 0 bytes ...LMWriteSession$toParallelToolCalls$2$1.class | Bin 4340 -> 0 bytes ...tLLMWriteSession$toParallelToolCalls$2.class | Bin 7465 -> 0 bytes ...aw$$inlined$toParallelToolCallsRaw$1$1.class | Bin 3886 -> 0 bytes ...sRaw$$inlined$toParallelToolCallsRaw$1.class | Bin 3904 -> 0 bytes ...riteSession$toParallelToolCallsRaw$1$1.class | Bin 3991 -> 0 bytes ...MWriteSession$toParallelToolCallsRaw$1.class | Bin 3963 -> 0 bytes .../agent/session/AIAgentLLMWriteSession.class | Bin 39747 -> 0 bytes ...Calls$$inlined$toParallelToolCalls$1$1.class | Bin 9100 -> 0 bytes ...olCalls$$inlined$toParallelToolCalls$1.class | Bin 4350 -> 0 bytes ...aw$$inlined$toParallelToolCallsRaw$1$1.class | Bin 3902 -> 0 bytes ...sRaw$$inlined$toParallelToolCallsRaw$1.class | Bin 3957 -> 0 bytes ...eSession_jvmKt$toParallelToolCalls$1$1.class | Bin 9495 -> 0 bytes ...iteSession_jvmKt$toParallelToolCalls$1.class | Bin 4265 -> 0 bytes ...ssion_jvmKt$toParallelToolCallsRaw$1$1.class | Bin 4023 -> 0 bytes ...Session_jvmKt$toParallelToolCallsRaw$1.class | Bin 3927 -> 0 bytes .../session/AIAgentLLMWriteSession_jvmKt.class | Bin 14841 -> 0 bytes .../core/annotation/InternalAgentsApi.class | Bin 610 -> 0 bytes .../dsl/builder/AIAgentBuilderDslMarker.class | Bin 614 -> 0 bytes .../core/dsl/builder/AIAgentEdgeBuilder.class | Bin 2638 -> 0 bytes ...tEdgeBuilderIntermediate$onCondition$1.class | Bin 5981 -> 0 bytes ...tEdgeBuilderIntermediate$transformed$1.class | Bin 5948 -> 0 bytes .../AIAgentEdgeBuilderIntermediate.class | Bin 5425 -> 0 bytes .../core/dsl/builder/AIAgentNodeBuilder.class | Bin 3402 -> 0 bytes .../AIAgentNodeBuilderKt$forwardTo$1.class | Bin 3247 -> 0 bytes .../core/dsl/builder/AIAgentNodeBuilderKt.class | Bin 2048 -> 0 bytes .../core/dsl/builder/AIAgentNodeDelegate.class | Bin 3274 -> 0 bytes ...arallelNodeBuilder$1$nodeResults$1$1$1.class | Bin 5710 -> 0 bytes ...entParallelNodeBuilder$1$nodeResults$1.class | Bin 6883 -> 0 bytes .../builder/AIAgentParallelNodeBuilder$1.class | Bin 6493 -> 0 bytes .../builder/AIAgentParallelNodeBuilder.class | Bin 3442 -> 0 bytes ...IAgentParallelNodesMergeContext$fold$1.class | Bin 2153 -> 0 bytes ...ntParallelNodesMergeContext$selectBy$1.class | Bin 2104 -> 0 bytes ...allelNodesMergeContext$selectByIndex$1.class | Bin 2039 -> 0 bytes ...arallelNodesMergeContext$selectByMax$1.class | Bin 2328 -> 0 bytes .../AIAgentParallelNodesMergeContext.class | Bin 19329 -> 0 bytes .../dsl/builder/AIAgentStrategyBuilder.class | Bin 4104 -> 0 bytes .../dsl/builder/AIAgentStrategyBuilderKt.class | Bin 2857 -> 0 bytes .../dsl/builder/AIAgentSubgraphBuilder.class | Bin 4981 -> 0 bytes .../builder/AIAgentSubgraphBuilderBase.class | Bin 22168 -> 0 bytes .../dsl/builder/AIAgentSubgraphDelegate.class | Bin 4055 -> 0 bytes .../agents/core/dsl/builder/BaseBuilder.class | Bin 621 -> 0 bytes .../builder/EdgeTransformationDslMarker.class | Bin 831 -> 0 bytes .../builder/ParallelNodeExecutionResult.class | Bin 3625 -> 0 bytes .../core/dsl/builder/ParallelResult.class | Bin 4522 -> 0 bytes ...sistantMessage$$inlined$onIsInstance$1.class | Bin 3401 -> 0 bytes ...sistantMessage$$inlined$onIsInstance$2.class | Bin 3551 -> 0 bytes .../AIAgentEdgesKt$onAssistantMessage$1.class | Bin 3895 -> 0 bytes .../AIAgentEdgesKt$onAssistantMessage$2.class | Bin 3327 -> 0 bytes ...ssageWithMedia$$inlined$onIsInstance$1.class | Bin 3428 -> 0 bytes ...ssageWithMedia$$inlined$onIsInstance$2.class | Bin 3578 -> 0 bytes ...tEdgesKt$onAssistantMessageWithMedia$1.class | Bin 3552 -> 0 bytes ...tEdgesKt$onAssistantMessageWithMedia$2.class | Bin 3940 -> 0 bytes ...tEdgesKt$onAssistantMessageWithMedia$3.class | Bin 3542 -> 0 bytes ...esKt$onFailure$$inlined$onIsInstance$1.class | Bin 3469 -> 0 bytes ...esKt$onFailure$$inlined$onIsInstance$2.class | Bin 3673 -> 0 bytes .../extension/AIAgentEdgesKt$onFailure$1.class | Bin 3889 -> 0 bytes .../extension/AIAgentEdgesKt$onFailure$2.class | Bin 4377 -> 0 bytes .../AIAgentEdgesKt$onIsInstance$1.class | Bin 3279 -> 0 bytes .../AIAgentEdgesKt$onIsInstance$2.class | Bin 3208 -> 0 bytes ...istantMessages$$inlined$onIsInstance$1.class | Bin 3482 -> 0 bytes ...istantMessages$$inlined$onIsInstance$2.class | Bin 3572 -> 0 bytes ...tEdgesKt$onMultipleAssistantMessages$1.class | Bin 5181 -> 0 bytes ...tEdgesKt$onMultipleAssistantMessages$2.class | Bin 3865 -> 0 bytes ...tEdgesKt$onMultipleAssistantMessages$3.class | Bin 3696 -> 0 bytes ...tEdgesKt$onMultipleAssistantMessages$4.class | Bin 4041 -> 0 bytes ...tEdgesKt$onMultipleAssistantMessages$5.class | Bin 3470 -> 0 bytes ...tipleToolCalls$$inlined$onIsInstance$1.class | Bin 3458 -> 0 bytes ...tipleToolCalls$$inlined$onIsInstance$2.class | Bin 3548 -> 0 bytes .../AIAgentEdgesKt$onMultipleToolCalls$1.class | Bin 5160 -> 0 bytes .../AIAgentEdgesKt$onMultipleToolCalls$2.class | Bin 3829 -> 0 bytes .../AIAgentEdgesKt$onMultipleToolCalls$3.class | Bin 3707 -> 0 bytes .../AIAgentEdgesKt$onMultipleToolCalls$4.class | Bin 4050 -> 0 bytes ...pleToolResults$$inlined$onIsInstance$1.class | Bin 3384 -> 0 bytes ...pleToolResults$$inlined$onIsInstance$2.class | Bin 3474 -> 0 bytes ...AIAgentEdgesKt$onMultipleToolResults$1.class | Bin 5111 -> 0 bytes ...AIAgentEdgesKt$onMultipleToolResults$2.class | Bin 3763 -> 0 bytes ...AIAgentEdgesKt$onMultipleToolResults$3.class | Bin 3614 -> 0 bytes ...AIAgentEdgesKt$onMultipleToolResults$4.class | Bin 3959 -> 0 bytes ...t$onSuccessful$$inlined$onIsInstance$1.class | Bin 3478 -> 0 bytes ...t$onSuccessful$$inlined$onIsInstance$2.class | Bin 3682 -> 0 bytes .../AIAgentEdgesKt$onSuccessful$1.class | Bin 3907 -> 0 bytes .../AIAgentEdgesKt$onSuccessful$2.class | Bin 4393 -> 0 bytes ...sKt$onToolCall$$inlined$onIsInstance$1.class | Bin 3377 -> 0 bytes ...sKt$onToolCall$$inlined$onIsInstance$2.class | Bin 3527 -> 0 bytes ...sKt$onToolCall$$inlined$onIsInstance$3.class | Bin 3409 -> 0 bytes ...sKt$onToolCall$$inlined$onIsInstance$4.class | Bin 3559 -> 0 bytes ...sKt$onToolCall$$inlined$onIsInstance$5.class | Bin 3377 -> 0 bytes ...sKt$onToolCall$$inlined$onIsInstance$6.class | Bin 3527 -> 0 bytes .../extension/AIAgentEdgesKt$onToolCall$1.class | Bin 3905 -> 0 bytes .../extension/AIAgentEdgesKt$onToolCall$2.class | Bin 3833 -> 0 bytes .../extension/AIAgentEdgesKt$onToolCall$3.class | Bin 4571 -> 0 bytes .../extension/AIAgentEdgesKt$onToolCall$4.class | Bin 3791 -> 0 bytes ...nToolNotCalled$$inlined$onIsInstance$1.class | Bin 3392 -> 0 bytes ...nToolNotCalled$$inlined$onIsInstance$2.class | Bin 3542 -> 0 bytes .../AIAgentEdgesKt$onToolNotCalled$1.class | Bin 3834 -> 0 bytes ...t$onToolResult$$inlined$onIsInstance$1.class | Bin 3425 -> 0 bytes ...t$onToolResult$$inlined$onIsInstance$2.class | Bin 3605 -> 0 bytes .../AIAgentEdgesKt$onToolResult$1.class | Bin 5076 -> 0 bytes .../core/dsl/extension/AIAgentEdgesKt.class | Bin 21624 -> 0 bytes .../dsl/extension/AIAgentLLMActionsKt.class | Bin 11889 -> 0 bytes .../AIAgentNodesKt$nodeDoNothing$1.class | Bin 3020 -> 0 bytes ...gentNodesKt$nodeExecuteMultipleTools$1.class | Bin 6469 -> 0 bytes ...ExecuteMultipleToolsAndSendResults$1$1.class | Bin 6778 -> 0 bytes ...deExecuteMultipleToolsAndSendResults$1.class | Bin 7310 -> 0 bytes ...entNodesKt$nodeExecuteSingleTool$1$1$1.class | Bin 2605 -> 0 bytes ...entNodesKt$nodeExecuteSingleTool$1$1$2.class | Bin 2758 -> 0 bytes ...AgentNodesKt$nodeExecuteSingleTool$1$1.class | Bin 8057 -> 0 bytes ...AIAgentNodesKt$nodeExecuteSingleTool$1.class | Bin 4552 -> 0 bytes .../AIAgentNodesKt$nodeExecuteTool$1.class | Bin 3878 -> 0 bytes ...gentNodesKt$nodeLLMCompressHistory$1$1.class | Bin 4306 -> 0 bytes ...IAgentNodesKt$nodeLLMCompressHistory$1.class | Bin 4212 -> 0 bytes ...IAgentNodesKt$nodeLLMModerateMessage$1.class | Bin 6152 -> 0 bytes .../AIAgentNodesKt$nodeLLMRequest$1$1.class | Bin 4682 -> 0 bytes .../AIAgentNodesKt$nodeLLMRequest$1.class | Bin 3909 -> 0 bytes ...gentNodesKt$nodeLLMRequestMultiple$1$1.class | Bin 4569 -> 0 bytes ...IAgentNodesKt$nodeLLMRequestMultiple$1.class | Bin 3939 -> 0 bytes ...entNodesKt$nodeLLMRequestStreaming$1$1.class | Bin 5307 -> 0 bytes ...AgentNodesKt$nodeLLMRequestStreaming$1.class | Bin 4675 -> 0 bytes ...AgentNodesKt$nodeLLMRequestStreaming$2.class | Bin 3293 -> 0 bytes ...NodesKt$nodeLLMRequestStructured$1$1$1.class | Bin 1688 -> 0 bytes ...ntNodesKt$nodeLLMRequestStructured$1$1.class | Bin 4566 -> 0 bytes ...gentNodesKt$nodeLLMRequestStructured$1.class | Bin 4576 -> 0 bytes ...sKt$nodeLLMSendMessageForceOneTool$1$1.class | Bin 4779 -> 0 bytes ...desKt$nodeLLMSendMessageForceOneTool$1.class | Bin 4200 -> 0 bytes ...nodeLLMSendMessageOnlyCallingTools$1$1.class | Bin 4583 -> 0 bytes ...t$nodeLLMSendMessageOnlyCallingTools$1.class | Bin 3960 -> 0 bytes ...sKt$nodeLLMSendMultipleToolResults$1$1.class | Bin 6698 -> 0 bytes ...desKt$nodeLLMSendMultipleToolResults$1.class | Bin 4145 -> 0 bytes ...AgentNodesKt$nodeLLMSendToolResult$1$1.class | Bin 5244 -> 0 bytes ...AIAgentNodesKt$nodeLLMSendToolResult$1.class | Bin 4082 -> 0 bytes .../AIAgentNodesKt$nodeUpdatePrompt$1$1$1.class | Bin 1761 -> 0 bytes .../AIAgentNodesKt$nodeUpdatePrompt$1$1.class | Bin 3604 -> 0 bytes .../AIAgentNodesKt$nodeUpdatePrompt$1.class | Bin 3951 -> 0 bytes .../core/dsl/extension/AIAgentNodesKt.class | Bin 27922 -> 0 bytes ...CompressionStrategy$Chunked$compress$1.class | Bin 2242 -> 0 bytes .../HistoryCompressionStrategy$Chunked.class | Bin 8308 -> 0 bytes ...nStrategy$FromLastNMessages$compress$1.class | Bin 2275 -> 0 bytes ...yCompressionStrategy$FromLastNMessages.class | Bin 5023 -> 0 bytes ...ssionStrategy$FromTimestamp$compress$1.class | Bin 2239 -> 0 bytes ...storyCompressionStrategy$FromTimestamp.class | Bin 5468 -> 0 bytes ...essionStrategy$WholeHistory$compress$1.class | Bin 2230 -> 0 bytes ...istoryCompressionStrategy$WholeHistory.class | Bin 3432 -> 0 bytes ...ssionStrategy$compressPromptIntoTLDR$1.class | Bin 1954 -> 0 bytes .../extension/HistoryCompressionStrategy.class | Bin 9632 -> 0 bytes .../core/dsl/extension/ModeratedMessage.class | Bin 3294 -> 0 bytes .../UnexpectedAIAgentMessageException.class | Bin 720 -> 0 bytes ...nexpectedDoubleInitializationException.class | Bin 764 -> 0 bytes .../core/environment/AIAgentEnvironment.class | Bin 1560 -> 0 bytes .../AIAgentEnvironmentKt$executeTool$1.class | Bin 1777 -> 0 bytes .../core/environment/AIAgentEnvironmentKt.class | Bin 2623 -> 0 bytes .../environment/AIAgentEnvironmentUtils.class | Bin 5079 -> 0 bytes .../core/environment/ReceivedToolResult.class | Bin 5367 -> 0 bytes .../core/environment/ReceivedToolResultKt.class | Bin 3570 -> 0 bytes .../environment/SafeTool$Result$Failure.class | Bin 3181 -> 0 bytes .../environment/SafeTool$Result$Success.class | Bin 3766 -> 0 bytes .../core/environment/SafeTool$Result.class | Bin 2652 -> 0 bytes .../core/environment/SafeTool$execute$1.class | Bin 1781 -> 0 bytes .../environment/SafeTool$executeRaw$1.class | Bin 1793 -> 0 bytes .../environment/SafeTool$executeUnsafe$1.class | Bin 1805 -> 0 bytes .../koog/agents/core/environment/SafeTool.class | Bin 8621 -> 0 bytes .../SafeToolFromCallable$Result$Failure.class | Bin 3232 -> 0 bytes .../SafeToolFromCallable$Result$Success.class | Bin 3638 -> 0 bytes .../SafeToolFromCallable$Result.class | Bin 2462 -> 0 bytes .../SafeToolFromCallable$execute$1.class | Bin 1862 -> 0 bytes .../SafeToolFromCallable$executeRaw$1.class | Bin 1874 -> 0 bytes .../core/environment/SafeToolFromCallable.class | Bin 11551 -> 0 bytes .../agents/core/environment/SafeToolKt.class | Bin 2016 -> 0 bytes .../core/environment/SafeTool_jvmKt.class | Bin 2101 -> 0 bytes .../core/environment/TerminationTool.class | Bin 905 -> 0 bytes .../core/exception/AgentEngineException.class | Bin 1519 -> 0 bytes .../core/exception/AgentNotFoundException.class | Bin 1012 -> 0 bytes .../core/exception/AgentRuntimeException.class | Bin 1230 -> 0 bytes .../exception/MalformedMessageException.class | Bin 1018 -> 0 bytes .../exception/ToolNotRegisteredException.class | Bin 1375 -> 0 bytes .../UnexpectedMessageTypeException.class | Bin 1028 -> 0 bytes .../exception/UnexpectedServerException.class | Bin 1018 -> 0 bytes .../agents/core/feature/AIAgentFeature.class | Bin 2226 -> 0 bytes .../feature/AIAgentPipeline$Companion.class | Bin 925 -> 0 bytes ...ipeline$closeFeaturesStreamProviders$1.class | Bin 1810 -> 0 bytes ...eline$interceptAfterLLMCall$1$handle$1.class | Bin 1769 -> 0 bytes ...IAgentPipeline$interceptAfterLLMCall$1.class | Bin 3871 -> 0 bytes ...Pipeline$interceptAfterNode$1$handle$1.class | Bin 1749 -> 0 bytes .../AIAgentPipeline$interceptAfterNode$1.class | Bin 3868 -> 0 bytes ...$interceptAgentBeforeClosed$1$handle$1.class | Bin 1813 -> 0 bytes ...tPipeline$interceptAgentBeforeClosed$1.class | Bin 3930 -> 0 bytes ...line$interceptAgentFinished$1$handle$1.class | Bin 1778 -> 0 bytes ...AgentPipeline$interceptAgentFinished$1.class | Bin 3877 -> 0 bytes ...line$interceptAgentRunError$1$handle$1.class | Bin 1778 -> 0 bytes ...AgentPipeline$interceptAgentRunError$1.class | Bin 3877 -> 0 bytes ...Pipeline$interceptBeforeAgentStarted$1.class | Bin 2189 -> 0 bytes ...line$interceptBeforeLLMCall$1$handle$1.class | Bin 1778 -> 0 bytes ...AgentPipeline$interceptBeforeLLMCall$1.class | Bin 3886 -> 0 bytes ...ipeline$interceptBeforeNode$1$handle$1.class | Bin 1758 -> 0 bytes .../AIAgentPipeline$interceptBeforeNode$1.class | Bin 3883 -> 0 bytes ...ntPipeline$interceptStrategyFinished$2.class | Bin 2204 -> 0 bytes ...entPipeline$interceptStrategyStarted$2.class | Bin 2194 -> 0 bytes ...tPipeline$interceptToolCall$1$handle$1.class | Bin 1733 -> 0 bytes .../AIAgentPipeline$interceptToolCall$1.class | Bin 3811 -> 0 bytes ...ne$interceptToolCallFailure$1$handle$1.class | Bin 1796 -> 0 bytes ...entPipeline$interceptToolCallFailure$1.class | Bin 3916 -> 0 bytes ...ine$interceptToolCallResult$1$handle$1.class | Bin 1787 -> 0 bytes ...gentPipeline$interceptToolCallResult$1.class | Bin 3901 -> 0 bytes ...nterceptToolValidationError$1$handle$1.class | Bin 1832 -> 0 bytes ...ipeline$interceptToolValidationError$1.class | Bin 3976 -> 0 bytes .../AIAgentPipeline$onAfterLLMCall$1.class | Bin 1914 -> 0 bytes .../feature/AIAgentPipeline$onAfterNode$1.class | Bin 1944 -> 0 bytes .../AIAgentPipeline$onAgentBeforeClosed$1.class | Bin 1805 -> 0 bytes .../AIAgentPipeline$onAgentFinished$1.class | Bin 1850 -> 0 bytes .../AIAgentPipeline$onAgentRunError$1.class | Bin 1830 -> 0 bytes ...AIAgentPipeline$onBeforeAgentStarted$1.class | Bin 2042 -> 0 bytes .../AIAgentPipeline$onBeforeLLMCall$1.class | Bin 1863 -> 0 bytes .../AIAgentPipeline$onBeforeNode$1.class | Bin 1906 -> 0 bytes .../AIAgentPipeline$onStrategyFinished$1.class | Bin 2018 -> 0 bytes .../AIAgentPipeline$onStrategyStarted$1.class | Bin 1913 -> 0 bytes .../feature/AIAgentPipeline$onToolCall$1.class | Bin 1858 -> 0 bytes .../AIAgentPipeline$onToolCallFailure$1.class | Bin 1908 -> 0 bytes .../AIAgentPipeline$onToolCallResult$1.class | Bin 1921 -> 0 bytes ...IAgentPipeline$onToolValidationError$1.class | Bin 1921 -> 0 bytes ...IAgentPipeline$prepareFeatures$2$1$1$1.class | Bin 5009 -> 0 bytes .../AIAgentPipeline$prepareFeatures$2.class | Bin 6248 -> 0 bytes .../agents/core/feature/AIAgentPipeline.class | Bin 65088 -> 0 bytes .../agents/core/feature/InterceptContext.class | Bin 3735 -> 0 bytes .../koog/agents/core/feature/JsonConfigKt.class | Bin 7837 -> 0 bytes .../feature/PromptExecutorProxy$Companion.class | Bin 941 -> 0 bytes .../feature/PromptExecutorProxy$execute$1.class | Bin 1954 -> 0 bytes ...ExecutorProxy$executeMultipleChoices$1.class | Bin 1856 -> 0 bytes ...PromptExecutorProxy$executeStreaming$1.class | Bin 1815 -> 0 bytes .../PromptExecutorProxy$moderate$1.class | Bin 1889 -> 0 bytes .../core/feature/PromptExecutorProxy.class | Bin 14673 -> 0 bytes ...tExecutorWithChoiceSelection$execute$1.class | Bin 1962 -> 0 bytes .../PromptExecutorWithChoiceSelection.class | Bin 5137 -> 0 bytes .../ChoiceSelectionStrategy$Default.class | Bin 1992 -> 0 bytes .../choice/ChoiceSelectionStrategy.class | Bin 1445 -> 0 bytes ...$nodeLLMSendResultsMultipleChoices$1$1.class | Bin 6716 -> 0 bytes ...Kt$nodeLLMSendResultsMultipleChoices$1.class | Bin 4219 -> 0 bytes .../NodesKt$nodeSelectLLMChoice$1$1.class | Bin 6539 -> 0 bytes .../choice/NodesKt$nodeSelectLLMChoice$1.class | Bin 4429 -> 0 bytes .../agents/core/feature/choice/NodesKt.class | Bin 5550 -> 0 bytes .../feature/handler/AfterLLMCallContext.class | Bin 6714 -> 0 bytes .../feature/handler/AfterLLMCallHandler.class | Bin 1017 -> 0 bytes .../core/feature/handler/AfterNodeHandler.class | Bin 1024 -> 0 bytes .../handler/AgentBeforeCloseContext.class | Bin 2560 -> 0 bytes .../handler/AgentBeforeCloseHandler.class | Bin 1032 -> 0 bytes .../feature/handler/AgentContextHandler.class | Bin 941 -> 0 bytes .../feature/handler/AgentCreateContext.class | Bin 3229 -> 0 bytes .../handler/AgentEnvironmentTransformer.class | Bin 1292 -> 0 bytes .../handler/AgentEventHandlerContext.class | Bin 564 -> 0 bytes .../feature/handler/AgentFinishedContext.class | Bin 4203 -> 0 bytes .../feature/handler/AgentFinishedHandler.class | Bin 1012 -> 0 bytes ...AgentHandler$agentBeforeCloseHandler$1.class | Bin 1224 -> 0 bytes .../AgentHandler$agentFinishedHandler$1.class | Bin 1209 -> 0 bytes .../AgentHandler$agentRunErrorHandler$1.class | Bin 1209 -> 0 bytes ...entHandler$beforeAgentStartedHandler$1.class | Bin 1452 -> 0 bytes .../core/feature/handler/AgentHandler.class | Bin 8641 -> 0 bytes .../feature/handler/AgentRunErrorContext.class | Bin 3712 -> 0 bytes .../feature/handler/AgentRunErrorHandler.class | Bin 1017 -> 0 bytes .../feature/handler/AgentStartContext.class | Bin 6284 -> 0 bytes .../AgentTransformEnvironmentContext.class | Bin 2458 -> 0 bytes .../handler/BeforeAgentStartedHandler.class | Bin 1118 -> 0 bytes .../feature/handler/BeforeLLMCallContext.class | Bin 4983 -> 0 bytes .../feature/handler/BeforeLLMCallHandler.class | Bin 1022 -> 0 bytes .../feature/handler/BeforeNodeHandler.class | Bin 1029 -> 0 bytes .../feature/handler/EventHandlerContext.class | Bin 430 -> 0 bytes ...xecuteLLMHandler$afterLLMCallHandler$1.class | Bin 1195 -> 0 bytes ...ecuteLLMHandler$beforeLLMCallHandler$1.class | Bin 1200 -> 0 bytes .../feature/handler/ExecuteLLMHandler.class | Bin 2362 -> 0 bytes .../ExecuteNodeHandler$afterNodeHandler$1.class | Bin 1198 -> 0 bytes ...ExecuteNodeHandler$beforeNodeHandler$1.class | Bin 1203 -> 0 bytes .../feature/handler/ExecuteNodeHandler.class | Bin 2315 -> 0 bytes ...teToolHandler$toolCallFailureHandler$1.class | Bin 1214 -> 0 bytes .../ExecuteToolHandler$toolCallHandler$1.class | Bin 1179 -> 0 bytes ...uteToolHandler$toolCallResultHandler$1.class | Bin 1209 -> 0 bytes ...olHandler$toolValidationErrorHandler$1.class | Bin 1234 -> 0 bytes .../feature/handler/ExecuteToolHandler.class | Bin 3960 -> 0 bytes .../handler/LLMEventHandlerContext.class | Bin 565 -> 0 bytes .../handler/NodeAfterExecuteContext.class | Bin 6351 -> 0 bytes .../handler/NodeBeforeExecuteContext.class | Bin 5328 -> 0 bytes .../handler/NodeEventHandlerContext.class | Bin 568 -> 0 bytes .../handler/StrategyEventHandlerContext.class | Bin 573 -> 0 bytes .../feature/handler/StrategyFinishContext.class | Bin 2849 -> 0 bytes .../handler/StrategyFinishedHandler.class | Bin 1129 -> 0 bytes ...ategyHandler$strategyFinishedHandler$1.class | Bin 1465 -> 0 bytes ...rategyHandler$strategyStartedHandler$1.class | Bin 1458 -> 0 bytes .../core/feature/handler/StrategyHandler.class | Bin 5896 -> 0 bytes .../feature/handler/StrategyStartContext.class | Bin 2259 -> 0 bytes .../handler/StrategyStartedHandler.class | Bin 1124 -> 0 bytes .../core/feature/handler/ToolCallContext.class | Bin 4866 -> 0 bytes .../handler/ToolCallFailureContext.class | Bin 5523 -> 0 bytes .../handler/ToolCallFailureHandler.class | Bin 1033 -> 0 bytes .../core/feature/handler/ToolCallHandler.class | Bin 998 -> 0 bytes .../feature/handler/ToolCallResultContext.class | Bin 5621 -> 0 bytes .../feature/handler/ToolCallResultHandler.class | Bin 1028 -> 0 bytes .../handler/ToolEventHandlerContext.class | Bin 568 -> 0 bytes .../handler/ToolValidationErrorContext.class | Bin 5428 -> 0 bytes .../handler/ToolValidationErrorHandler.class | Bin 1053 -> 0 bytes .../AIAgentBeforeCloseEvent$$serializer.class | Bin 6178 -> 0 bytes .../AIAgentBeforeCloseEvent$Companion.class | Bin 1556 -> 0 bytes .../feature/model/AIAgentBeforeCloseEvent.class | Bin 7858 -> 0 bytes .../model/AIAgentError$$serializer.class | Bin 5581 -> 0 bytes .../feature/model/AIAgentError$Companion.class | Bin 1474 -> 0 bytes .../core/feature/model/AIAgentError.class | Bin 4770 -> 0 bytes .../core/feature/model/AIAgentErrorKt.class | Bin 1002 -> 0 bytes .../AIAgentFinishedEvent$$serializer.class | Bin 6580 -> 0 bytes .../model/AIAgentFinishedEvent$Companion.class | Bin 1535 -> 0 bytes .../feature/model/AIAgentFinishedEvent.class | Bin 9261 -> 0 bytes ...AgentNodeExecutionEndEvent$$serializer.class | Bin 6535 -> 0 bytes ...AIAgentNodeExecutionEndEvent$Companion.class | Bin 1591 -> 0 bytes .../model/AIAgentNodeExecutionEndEvent.class | Bin 9508 -> 0 bytes ...entNodeExecutionStartEvent$$serializer.class | Bin 6449 -> 0 bytes ...AgentNodeExecutionStartEvent$Companion.class | Bin 1605 -> 0 bytes .../model/AIAgentNodeExecutionStartEvent.class | Bin 9005 -> 0 bytes .../AIAgentRunErrorEvent$$serializer.class | Bin 6598 -> 0 bytes .../model/AIAgentRunErrorEvent$Companion.class | Bin 1535 -> 0 bytes .../feature/model/AIAgentRunErrorEvent.class | Bin 9607 -> 0 bytes .../model/AIAgentStartedEvent$$serializer.class | Bin 6345 -> 0 bytes .../model/AIAgentStartedEvent$Companion.class | Bin 1528 -> 0 bytes .../feature/model/AIAgentStartedEvent.class | Bin 8902 -> 0 bytes ...AgentStrategyFinishedEvent$$serializer.class | Bin 6665 -> 0 bytes ...AIAgentStrategyFinishedEvent$Companion.class | Bin 1591 -> 0 bytes .../model/AIAgentStrategyFinishedEvent.class | Bin 9364 -> 0 bytes .../AIAgentStrategyStartEvent$$serializer.class | Bin 6302 -> 0 bytes .../AIAgentStrategyStartEvent$Companion.class | Bin 1570 -> 0 bytes .../model/AIAgentStrategyStartEvent.class | Bin 8425 -> 0 bytes .../model/AfterLLMCallEvent$$serializer.class | Bin 7177 -> 0 bytes .../model/AfterLLMCallEvent$Companion.class | Bin 1514 -> 0 bytes .../core/feature/model/AfterLLMCallEvent.class | Bin 12962 -> 0 bytes .../model/BeforeLLMCallEvent$$serializer.class | Bin 6654 -> 0 bytes .../model/BeforeLLMCallEvent$Companion.class | Bin 1521 -> 0 bytes .../core/feature/model/BeforeLLMCallEvent.class | Bin 10850 -> 0 bytes .../model/DefinedFeatureEvent$Companion.class | Bin 1574 -> 0 bytes .../feature/model/DefinedFeatureEvent.class | Bin 10507 -> 0 bytes .../model/ToolCallEvent$$serializer.class | Bin 6719 -> 0 bytes .../feature/model/ToolCallEvent$Companion.class | Bin 1486 -> 0 bytes .../core/feature/model/ToolCallEvent.class | Bin 10426 -> 0 bytes .../ToolCallFailureEvent$$serializer.class | Bin 7141 -> 0 bytes .../model/ToolCallFailureEvent$Companion.class | Bin 1535 -> 0 bytes .../feature/model/ToolCallFailureEvent.class | Bin 11543 -> 0 bytes .../model/ToolCallResultEvent$$serializer.class | Bin 6994 -> 0 bytes .../model/ToolCallResultEvent$Companion.class | Bin 1528 -> 0 bytes .../feature/model/ToolCallResultEvent.class | Bin 11440 -> 0 bytes .../ToolValidationErrorEvent$$serializer.class | Bin 6931 -> 0 bytes .../ToolValidationErrorEvent$Companion.class | Bin 1563 -> 0 bytes .../model/ToolValidationErrorEvent.class | Bin 11082 -> 0 bytes .../AIAgentFeatureClientConnectionConfig.class | Bin 2238 -> 0 bytes .../AIAgentFeatureServerConnectionConfig.class | Bin 1381 -> 0 bytes .../model/AgentServiceError$$serializer.class | Bin 5529 -> 0 bytes .../model/AgentServiceError$Companion.class | Bin 1446 -> 0 bytes .../model/AgentServiceError$WhenMappings.class | Bin 970 -> 0 bytes .../agents/core/model/AgentServiceError.class | Bin 7507 -> 0 bytes .../model/AgentServiceErrorType$Companion.class | Bin 1532 -> 0 bytes .../core/model/AgentServiceErrorType.class | Bin 3603 -> 0 bytes .../koog/agents/core/model/Precondition.class | Bin 838 -> 0 bytes .../core/model/Temperature$$serializer.class | Bin 4011 -> 0 bytes .../core/model/Temperature$Companion.class | Bin 1795 -> 0 bytes .../ai/koog/agents/core/model/Temperature.class | Bin 3431 -> 0 bytes ...entEnvironmentInitializeMessageContent.class | Bin 4009 -> 0 bytes ...entEnvironmentToAgentInitializeMessage.class | Bin 5875 -> 0 bytes ...entEnvironmentToolResultToAgentContent.class | Bin 5150 -> 0 bytes ...tErrorToEnvironmentMessage$$serializer.class | Bin 5658 -> 0 bytes ...entErrorToEnvironmentMessage$Companion.class | Bin 1606 -> 0 bytes .../AgentErrorToEnvironmentMessage.class | Bin 5913 -> 0 bytes .../AgentToEnvironmentMessage$Companion.class | Bin 2311 -> 0 bytes .../message/AgentToEnvironmentMessage.class | Bin 1303 -> 0 bytes ...olCallToEnvironmentContent$$serializer.class | Bin 6251 -> 0 bytes ...ToolCallToEnvironmentContent$Companion.class | Bin 1627 -> 0 bytes .../AgentToolCallToEnvironmentContent.class | Bin 7414 -> 0 bytes ...ToolCallToEnvironmentMessage$Companion.class | Bin 2094 -> 0 bytes .../AgentToolCallToEnvironmentMessage.class | Bin 1211 -> 0 bytes ...lCallsToEnvironmentMessage$$serializer.class | Bin 5684 -> 0 bytes ...oolCallsToEnvironmentMessage$Companion.class | Bin 1634 -> 0 bytes .../AgentToolCallsToEnvironmentMessage.class | Bin 7710 -> 0 bytes ...mentInitializeToAgentContent$Companion.class | Bin 1655 -> 0 bytes .../EnvironmentInitializeToAgentContent.class | Bin 3553 -> 0 bytes ...mentInitializeToAgentMessage$Companion.class | Bin 1655 -> 0 bytes .../EnvironmentInitializeToAgentMessage.class | Bin 3609 -> 0 bytes .../EnvironmentToAgentContent$Companion.class | Bin 2378 -> 0 bytes .../message/EnvironmentToAgentContent.class | Bin 1553 -> 0 bytes ...ronmentToAgentErrorMessage$$serializer.class | Bin 5658 -> 0 bytes ...vironmentToAgentErrorMessage$Companion.class | Bin 1606 -> 0 bytes .../EnvironmentToAgentErrorMessage.class | Bin 5899 -> 0 bytes .../EnvironmentToAgentMessage$Companion.class | Bin 3143 -> 0 bytes .../message/EnvironmentToAgentMessage.class | Bin 1523 -> 0 bytes ...tToAgentTerminationContent$$serializer.class | Bin 5303 -> 0 bytes ...entToAgentTerminationContent$Companion.class | Bin 1648 -> 0 bytes .../EnvironmentToAgentTerminationContent.class | Bin 5907 -> 0 bytes ...tToAgentTerminationMessage$$serializer.class | Bin 6336 -> 0 bytes ...entToAgentTerminationMessage$Companion.class | Bin 1648 -> 0 bytes .../EnvironmentToAgentTerminationMessage.class | Bin 7855 -> 0 bytes ...sultMultipleToAgentMessage$$serializer.class | Bin 5771 -> 0 bytes ...ResultMultipleToAgentMessage$Companion.class | Bin 1697 -> 0 bytes ...onmentToolResultMultipleToAgentMessage.class | Bin 7865 -> 0 bytes ...ResultSingleToAgentMessage$$serializer.class | Bin 5853 -> 0 bytes ...olResultSingleToAgentMessage$Companion.class | Bin 1683 -> 0 bytes ...ironmentToolResultSingleToAgentMessage.class | Bin 7419 -> 0 bytes ...mentToolResultToAgentContent$Companion.class | Bin 1655 -> 0 bytes .../EnvironmentToolResultToAgentContent.class | Bin 3744 -> 0 bytes ...mentToolResultToAgentMessage$Companion.class | Bin 2431 -> 0 bytes .../EnvironmentToolResultToAgentMessage.class | Bin 1515 -> 0 bytes .../ai/koog/agents/core/prompt/Prompts.class | Bin 7050 -> 0 bytes .../koog/agents/core/utils/ActiveProperty.class | Bin 3059 -> 0 bytes .../ai/koog/agents/core/utils/None.class | Bin 1799 -> 0 bytes .../ai/koog/agents/core/utils/Option.class | Bin 3159 -> 0 bytes .../core/utils/RWLock$withReadLock$1.class | Bin 1877 -> 0 bytes .../core/utils/RWLock$withWriteLock$1.class | Bin 1830 -> 0 bytes .../ai/koog/agents/core/utils/RWLock.class | Bin 7021 -> 0 bytes .../koog/agents/core/utils/ResultUtilsKt.class | Bin 1760 -> 0 bytes .../ai/koog/agents/core/utils/Some.class | Bin 2723 -> 0 bytes 547 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$FeatureContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$close$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$executeTools$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$reportProblem$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$lambda$5$lambda$4$lambda$3$$inlined$sortedBy$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentBase.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt$AIAgent$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentMaxNumberOfIterationsReachedException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$WhenMappings.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$4.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$4.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$5.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$6.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentStuckInTheNodeException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTerminationByClientException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$argsSerializer$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$execute$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AIAgentToolKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/AllowDirectToolCallsContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/DirectToolCallsEnablerImpl.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/ToolCalls.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfigBase.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy$All.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy$Missing.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber$JSON.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$copy$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$replace$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$fork$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$getHistory$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextBase.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextBaseKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$copy$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$readSession$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$withPrompt$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$writeSession$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/AgentContextData.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/DetachedPromptExecutorAPI.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement$Key.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElementKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement$Key.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElementKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentEdge.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode$execute$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$ResolvedEdge.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$resolveEdge$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentState.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$copy$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$withStateLock$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$clear$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$copy$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$get$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$getValue$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$putAll$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$remove$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$set$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$toMap$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKey.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy$execute$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer$annotationImpl$ai_koog_agents_core_tools_annotations_LLMDescription$0.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$newPrompt$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$5.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$selectTools$2$invokeSuspend$$inlined$createJsonStructure$default$1$wm$JsonStructuredData$Companion$WhenMappings.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$selectTools$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPoint.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPointNode.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/SubgraphMetadata.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$ALL.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$AutoSelectForTask.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$NONE.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$Tools.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMReadSession.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$executeSingle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$requestLLMStructured$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLM$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMMultiple$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMOnlyCallingTools$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructured$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructuredOneShot$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMWithoutTools$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/annotation/InternalAgentsApi.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentBuilderDslMarker.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilder.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate$onCondition$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate$transformed$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilder.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt$forwardTo$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeDelegate.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1$nodeResults$1$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1$nodeResults$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$fold$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectBy$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByIndex$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByMax$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentStrategyBuilder.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentStrategyBuilderKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilder.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilderBase.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphDelegate.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/BaseBuilder.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/EdgeTransformationDslMarker.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelNodeExecutionResult.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelResult.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessage$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$4.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$5.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$4.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$4.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$4.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$5.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$6.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$3.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$4.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentLLMActionsKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeDoNothing$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleTools$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteTool$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMModerateMessage$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStructured$1$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStructured$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStructured$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendToolResult$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendToolResult$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$Chunked$compress$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$Chunked.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages$compress$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp$compress$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory$compress$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$compressPromptIntoTLDR$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/dsl/extension/ModeratedMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/engine/UnexpectedAIAgentMessageException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/engine/UnexpectedDoubleInitializationException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironment.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironmentKt$executeTool$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironmentKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironmentUtils.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/ReceivedToolResult.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/ReceivedToolResultKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Failure.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Success.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$execute$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeRaw$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeUnsafe$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Failure.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Success.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$execute$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$executeRaw$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeToolKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/SafeTool_jvmKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/environment/TerminationTool.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/exception/AgentEngineException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/exception/AgentNotFoundException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/exception/AgentRuntimeException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/exception/MalformedMessageException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/exception/ToolNotRegisteredException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/exception/UnexpectedMessageTypeException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/exception/UnexpectedServerException.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentFeature.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$closeFeaturesStreamProviders$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentRunError$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentRunError$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeAgentStarted$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyFinished$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyStarted$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1$handle$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterLLMCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterNode$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentBeforeClosed$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentFinished$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentRunError$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeAgentStarted$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeLLMCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeNode$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onStrategyFinished$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onStrategyStarted$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCall$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallFailure$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallResult$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolValidationError$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$prepareFeatures$2$1$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$prepareFeatures$2.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/InterceptContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/JsonConfigKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$execute$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeMultipleChoices$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeStreaming$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$moderate$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection$execute$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy$Default.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeSelectLLMChoice$1$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeSelectLLMChoice$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AfterNodeHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentContextHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentCreateContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEnvironmentTransformer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEventHandlerContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentBeforeCloseHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentFinishedHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentRunErrorHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$beforeAgentStartedHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentStartContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/AgentTransformEnvironmentContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeAgentStartedHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeNodeHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/EventHandlerContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler$afterLLMCallHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler$beforeLLMCallHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler$afterNodeHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler$beforeNodeHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallFailureHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallResultHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolValidationErrorHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/LLMEventHandlerContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/NodeAfterExecuteContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/NodeBeforeExecuteContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/NodeEventHandlerContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyEventHandlerContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishedHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyFinishedHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyStartedHandler$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyStartContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyStartedHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolEventHandlerContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorContext.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorHandler.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentErrorKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AfterLLMCallEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AfterLLMCallEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/AfterLLMCallEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/DefinedFeatureEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/DefinedFeatureEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/remote/client/config/AIAgentFeatureClientConnectionConfig.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/feature/remote/server/config/AIAgentFeatureServerConnectionConfig.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$WhenMappings.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceError.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/Precondition.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/Temperature$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/Temperature$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/Temperature.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentInitializeMessageContent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToAgentInitializeMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToolResultToAgentContent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToEnvironmentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToEnvironmentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$$serializer.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentContent$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentContent.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage$Companion.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/prompt/Prompts.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/ActiveProperty.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/None.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/Option.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/RWLock$withReadLock$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/RWLock$withWriteLock$1.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/RWLock.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/ResultUtilsKt.class delete mode 100644 tools/llm-bot/ai/koog/agents/core/utils/Some.class diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$Companion.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$Companion.class deleted file mode 100644 index 05325c98f3e869c5263850238ce3139acdc99316..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 887 zcmb7CO;1xn6g@MqeJzg)1r!T@Ac_JSc!e!$#HvYS(F9Fn(uJ9pu?&5kF>j{CWy4Q# z<<^yn3)6Jzk22nQMO_*;_s%_M&YhWi=I5{PKL9+!2EzlP;+`?xSahX!Htv{IPS){$ zecxkiHPinnv@*H?#!x;Hry@>-?#8d%C$i%T2pGbLN-Ou6A=ub#mXJpnA%_A(&K)bu zu+_N0IeQE{8;zcEiPG`OX+Kul$yAFZekMPNLE>sgTbB+x&ZGw-?a6d+vl)T=^A^@R z|H$|KjAhuqST}~bKY|14#F21kCI1zXnmoP(IfV)&hnP>&Ku#9_DbF5;W@)N>m tX>YlOppLmZ=IdC%Wy-ix$0Dw_z$_|QYN22eSu9)REkcWH7S}Cq{073Z&@li2 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$FeatureContext.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$FeatureContext.class deleted file mode 100644 index 20da2334dd9ef5e2f2c161e819a2a4d84c88cd44..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3049 zcmb7G-BS}+6#w1L*Jcf{M5TaA{YVu8m_W532C;~uu>q|?YD;T-NtU=I*`<3ojJ|Z3 z{tbQUYoGeqcKYG?&|!S(Os7x%gE~ETKS&Hza3)+>p0Jw@8L!O(t zx^35Tyk=Og$W?5|@b|g7;+(`~77XsT9AnOM9F!}P&yT{$7Q z6XcW28x4lL`^R+M&tjO>AgP5?M~v26R>cqJLa>|i0{_np<$m3)UFkL~kSVLC*|aTM zBw4OqFa#9>=t@WQ{F*7uzK*3c%f1nX<Ol!-o8@ZCFbJ1}5 zIZxP;3Z-o`r=m3L`K_yiQ2(cSRqF|!cDh$rhPAY!M&v&qdGUQbsz&wLouVEeR`Q9ns;cN} zR>>!67tuA^vFWsaWVkmSO)Ixm@2llg(?dkpGkmm-%_s7`Bu!EK?hm}I&8H zEOVlfM%oqLSmBN-;Q*QGmbLq6cu8na+2xh`BHs+yQbo%$ocRV9!k`(imF<>OF&0dz zXDAT4vX624b=!7@>+ns#0|-pfEr@!>la_A>f<7Zi!EJm_Ynfu007;SyB4o}zwv zGXpgbX_cisFrGd|Y9`WeN@c$gJn;-~wUx<>oWfT)4#!h?+UMF;IDnHlPx7THBe+1+ zzKbV3)jdj}+A}~;ViaS9k$%pQpct)3PsP6e4$0?)z+!fM;y29t+SlkX0+#Z8?)B6* z$#0v?X_6b%zynE_NU1bH%cegdCw|7lj|6qb%Jxi8`Bb=uTXY^pMe-0%p^^M4g{JCp zt-_%75#ftu--MX5Pc)r61Ej$8wdnD!NDTfa-wx0d}U>Wv13>egu*U!@M$a!%2=xz*Y2!} zV=nw3s3HZ$f#S@MqIjcKfrw}OYkPt0DdWltC;_FL-crsyZ%wkhzO5w%dK{Vr{%@ zn>lS%8k`OXfi_MhM#jOeHPmL(X=|dvSsV&5rT_Iy6;lG`c70P|aWXZ5W>F4%>LlxZ zp`7eWCz*iwR$z8qfM(xO5tjk6wRmz(2A0+p6F+HDK$ueA$16JGGD^TiC;j|9Gd21l*KQCGvmyoup< zk>}R!;_RN_hTeQ06<;9Vpw;4E!x~=2(hN#qtykBIpIO7pxIT+%ye2S}cVeSB%+m}7 z=IR~GMk$X$ft8|&0++NI+P*r-n=Ej1Z4!6ulPZCF+a|r>RJoHxYLf=i80$vZPlGSB zIF=`|A^=za%gj1&Nvlet(kym0tfT77)gTh-L3zYQHQd5&uWgnejlg<+a;nb5rHVTv zkQVHND&7|O<{3~`1fuYQ`qc0u-kHT+yem+x=dTmETinY@2y+mhwDH_vmj**Wx+PDz z&qUt~Wr5Onqmd>)XAX4FNS7swSlYE+vcO*W@ykOSzl$E)E|<`O&61AV*FNOcvD2f8 zfY@Z8r}>mAeic-Kd3aEe&-+>8s`{8WC44|iSd3(FYF?pkm!~aqUy8ZL#$#M--1-?S zKk_KBN4k<<;RaskiAH0WURp(+zvj-bVgYa9Cat~8J@OLyvUj=BX#9j=ar4n*1eC5d ze#cwC;JqJspU1e8+dhr4jQ5$oz5dKE8rC3pjZ6G)VCr+#cTS>IG34d9|U=#-yl!U@AUve5t6J@Q{tZQdh zm17=&hk+_mP#h@EJPA($e4`b_v0Q9YwcFj()6?D4{Z0Sz*RQ_;xP$uwYclluaoqD{ zPibqsPMoMr_O^m8r>m)_s*_r^8^@8Ut(PGLy3IfzruKIGKn|rBN!{}v?jNX*^&h78 z$QaMd(4wde@`*OP@a9M^8*N;ZlkA~|Yl*&ui&V;JLt!BfVq5oB{lNEsgq^j-mDes+D1hsbM(#^yoHKcQY# zyn|0F_!yrGlxx{-1#acHcoN_ObN{yW$T%nrhVHEwSg^hmiUNhFqZvTN&g_IeEp3`8 zqN^2m$>!T}M@D-x30t> zB591`csaYRJ5g*x?S|KrxXY=v6Q@Z>-3wjF^JAxb69KWtmQV94?k}NC3Y>C$77i!m zv+k7<5O=v#K$Db68Oh*#xa^Q<|a6ilL(V z2!#M=0=$85dKDzEn8Ob55Xh^2Pam7EhpN@b_gKbAQU-SP~u<<1LXrXmIr0+)r@Or zR|U7c0WZKqKouz{4ix7cc_51JUE2s-g>s5&w!5dNx4XCJ>(-0EfByr(8om}-mY#EH zOxuxdr94zkZu(22uw8&WLG-A)NN;T??AP}N_rSh4ntD-X+Tt%)R{bFvdg4HhaL$46Tu|KB+Vp4hn5~KkZsXt zP!R-f6vC&TJzI=#qNNpIcJ}rqOXYh4nULxvFv6@FwAqiMw0OIvY~*uV6n*?mRY}_t zxF)?4-$p69jS}BRBA1T8OJI1_(_XkPurc2lczKmRHSE2a%EFGo4=>?pwdv}kD6BL$ zqmcRfAkV9}2WNM-nuRj?<&1{oS`$>}20N+bF^`2&q);UL`N1EY#|_-dA%oj|TXd-c zcL#^*ldHg3p=Ai$ia{AF43E7gYhJzT1dECP=7w&z5A@ZOIx5CZiLsVG1ntn#j zAaM138}>pdi;rU94j3a@R0XDGi$}@XS_=I55)iEPy`+xWSH9CBuhcV6Jh4tDRnydU z*9(m9PzQ6$#0J5((x>`))NntCPf(|UP)KSgu+lf3xN%QL=lP})m^=YV&)`aRx>Wf? zfz)^LP$J-e-@hQQ3vNwOM+GFie!?gpVBaQRWk1@Drcl=|L!eLY65!Buem)Wzd|sNxIKz zw?>@*8peu?&#_p%^(#t0(^g=M=xlNXhr;u3?ARqsWh~LFiSu_ciDj&iHM^`6PZ6JC zmmd_1zhG@@{n>M@k+dj^f8yicu<;WaBtfPV(vb;+eDm&x2>$RcYoVlmnyC(6?!7VuVVe#PQ#iy4cn79^hv@0@HCVHVdc bu4B%k0GI0b=`PZ73Y5-8d`5Yo;o{LhxN&5J diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$1.class deleted file mode 100644 index 82652c82296ecb03038de2ef68a8f970c5a469e7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2044 zcmcgtO>-MX5Pc&l5|(9Rn~xBTO@c+Rm00UQ_>^rhiUSKW0qpW6r}27F#@?M#?T3ou zl;Tft;y*wYDJTvUXMPmL8%YKylCwEs*G~8J^z`)fyng!Y@8ACbu!)X9OKR`L+O8+N z%A|=G*jNp9Z`(JIAswy-=F2clYpE1!+s5*~tlbTODTIU6sls znM!UD-w0Gkxi(Ky8p0wVzNez8P=!eN8G%Z~d+?&1MFN-3xfoXifvZwCU16HT!ZclB zhI(^!m_T_$8=Y;VA-b?E9vdrLFzDS?c6gUgV9n{Orzu zWyW`zmDBq=aj&+VAFNfwOSn9R0$!&7O8&)bcmc0eQNp4?$sHuHnSaa^au%4b2bOSC z4tD}q@^TQE(WY-t)LxeKlsOW(wlWUS)p3(Ry<_99cdXLGSZb4a(ioc#@Sb>IWML=| zLq(h}KgrFe&XZo{SS4(*8s0$J6>vr10wbu9sPt=S;JUNkC_WefduhB^&O)jJZvf<+ z4zJ**z>*AHm!DTtfghg&nyrbC7TF^edZXU+2BdOICS;Wz)7P;z5vgW(*q(WKZcTWG z8s5UKD&EA~Z1eiChyu4J<}>K%Q+gZkCV{zAw49-tLezI`Qg8!lPn>kg;|!+;@Y(!q*u|IZ{4LpJ? z{P^mZGM14dpFiSO^Nmq)JCsSH*sm9NOc2^c8^_J}EgPu1XR|m^ceFe5@+j!R*nwCl zpi3;K`!1ji%)+6ca@NrZ`Mb@P0^Z|D{10@HFkYnXHfNiZ?lGnt*B@e`apPAk{miMr z4#z9QCA><_{Y{TTI_)Z6hyLYcPI;#i!S79qwx#Y=9>>5VvX8@X#9!w z-|)^)bQm7uGNJRohb-b<=Fgu6TAh5I@)Ld);s)2Kl<+CXDrasZn3K=3MEHJ;&!`nJ zh0iI!qE_MmGYJjVd!zuST^q<5JWH9dViyN;7IO*a@mzxE@jlc4;2w%TT0S;>%wW^U J7C!Xx(LcbCLZ$!! diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1$1$1.class deleted file mode 100644 index 19f529c103e0a2d04071abf3bfa3cdc239c60bff..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3922 zcmcguTUQ%Z7~LmaQqoWYQtU=FC3dx4-Y~@BH!4ufG8p z!d-z&nvqzx?R-MZOUrcOTk}@YmR~?V5(AQ0%g6Skg({S}7z9%atWdGZWdeQ0osv&1}yC~NoHf)%(E$&>_6x!hFF+cwb_JTAM1v*8q6KQM3DA`tl zzA7K5DsJWMit`GL^T~IUW4E*wEn#X_J~26eOX_M)pm#402T?C@%==;or-Nt|XdE;w z!+lran=W7bE3vA@C+WLnvx^m9Y5~mI8$7N#Sc}CDL?*ju1pa&uYX)-}t5|lExyiDt zo+NJf2)wX)JH&YtPtTXfG+4RX=q?#ftY6@yulbvRlVR*fxCsF?3pB)Zo)Lkx?{|BR zN*FDODCAawSXXBEAce6HFNM&6c7b~3gFwdDl1&~wCp7|1JoLIWR%A(Fe@wRv)B$zQ z1fsjyCeUnHEB3PVG(g}~*Y-2jy?sic&j)*xtc=L{a(-O8+Jfe4Je6WmAmqtc-?GaI zvknmVI55~qilE7&z@}Fuuun-~UxgE=k4HdO$9;Q}K!NVPL9>h=xNl=21Kh^z=Y0A82W?jvd=~Z18Rq6-vog_u=A}Kx9>#|mU#x(jlx+9#%2`l!N+ zho%q{dxGh{qM2oS)L3Ox;98f5_5ybUzrYK8_a7kdP>nW=|Ard;j9Z6qa$dohA|^)- z_M)XY3xaiPUuGhk8=gopd75j4R|pN`L(Dee8a@i+C|*(DUl#}z2ULlxqCAUBwUlCV z-Y@oBv(TT|6T5B_#C#YZU`pAxAaHi~y0!hXA<$ZLdqX`46jrGJ2&hh|4wTMiHK?Ow ztA-j;KLZP73yXD4<$o?e394zlaC=1D8W;30c@bs9Cmkr(l;I3dAK}JNF)J zfz+;=x>ZNF-^GI{vrK1=yrsDnxvx+0va1Bdrbf+ZB}1DxWlnWW5lWf9JgybJ-z{Uj zvQLx?^Rnd4gfo^UODR)x9LciTlD2fycBoWjcgbdyLRq_9(&eb3@D5LvdG{{J8N)HS z!LVi7)Jk=$M?ZtwK-z;)WV2=gk%+oCaqc!}0$Aj4-gY={VB_KE+$u-o{Gy)E)_BhY z9EkTmKwG@w^dlVniIW0%*vG32(1Dlvi%W5+0<1;~GEkX2j3b1qZWiJj9s_=_w)lZt zDzhdZ8lI@G4(9%5`mY$I%GHsw%9#pFrPp%_l! z5-!t>R`Be5yo`EAw?9E(wq{iCBTUk+`^2bH6RkMbzD`X$u2ztMb|^vu9wFnz=GpVG zFY+rzNF?6V`w-J>2>gt>hxm9aZe$%df*ZJ5Au57THsEF>!^GA2MiG6%!)=cDtU>Rk zr4J#uf;O*%HWO624Kx$`6c^$&R+K%s>4^D3E()s=JN(e zuQK_LIh=^j@!~{IUz_8bld6lU?sbPLamqm_^4w=>4s{tA8QjWX8D<6rSQ*$T@?!^| OqQv(O90#t0oBskJxODyi diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$processToolCallMultiple$results$1.class deleted file mode 100644 index af05b9435e855e17e2e6358a8feca0642d72d2ee..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6548 zcmeHLX?qjb89i4v9(yb=IE2K|BuY_&EibZJ46#ibV+2v~LM^j}wsb6y&0uN9)r^dx zX+ufqmUK-w+H@~Tn{I@%lLmE9(tgWt=&wi{dhTekWRDT_N&2bwqq%qP^4@nj?{ep@ zcdxw;U>p7+FsK>f8OxduYty>v*x|U9(zE^WKy*Nk1!q%MT(|9U%SsGtiNtU^;TW?C zJ($vMcI{xd0wIKNXvT69hAAmnX~!^iJA8C588%EuPnlXG9824?x;Z(dB_}4ezWi#r zWGZdO9m6v1@XlOsLw|05zL?x#o^mX1&FTdbMF$RACQnXll3IVq&{1tp3zL^bc*wAw z{+9Uh%Hs>kK1 zK>MBOKtZLz{ka{>=s`i1KvlnC8qT8v&$rx$1TL$2W6^3w5)EgC?DM2T=}jkZ^m5AW zYuzXC&;J=a{o_${HtqC{kER{jQvXXey~y}pwl0yeJg|9=l(RaRLx;dlPt}z|=r#=C zM=ks{@S%>@b&eQzuuEW_C+!lJ`}}A?qujVsAlMQuqXlyBM>XzJu>z|ED&;1Tu=~rxMitFwJseJ==7jn5@&Yk z6Y1$;-O(mBN25=QDFHPX%Q|Nq4kRi7ahe^2KPp6!Ws&4B?#9DT84o*Mz1y8K9%lQU zw;c}!T9=}eaWG|=wh_0((L#5(qo74#^|bB`j*gA)9gmJg4#)P!_C!W@M0NwA2iKY{et;uwH=&vxnUxQY+{e*x}`mcj`C_7zI_St!yYJb9oIF z!aRNCF$}2q5VmvLO#yD0jxrBv6A4`b6?@l0Y8XhRwBs^ADA-Bp7A%)YFsi#*Y0xV4 zr7j;AxF=p1iWw*L(bNuoN@FqT(dWruMN8|GejLP; zwK#x7WX0sLA0I`V9QfEW1;H)sRFYtFW>N5Qfn8n(FNtR5qfD?{Ru>Zj&v~bs5^~;Y z?G9NlmsoNkby7tf^r8Daz`s3hBqsHgEwM7qNT=Dy&3JG!kC4||auMtn9^=hLuC8*G zJn!V!EJMc8QiUaMA?8tK^+lJucB>b6gtwkb>5~MTfukypV1`iACMTDPB7|5HW-Z2G zG4L#aJL_hjSSWjzsofMXEU)pbPY|u3?vx-p2&Hfi~I!-%B!ffh+HTU z`#huTG0dx&!*PKJilPTYz_gZ#IhvzK=HvRT3=IlCDG-jcC=NJQV7)AelluC=gg(Wr z5m=v1aq9!e4ChFoAZax|wMc6*nHi>Y$a-4EQ#i>LLANfj)3bVN&akbNTlC5*!9y*B zrIoROKf61r%?6D*#+M>H7lM+&%EGE~i|gE_D<^fEHMCno=f_rOw=dQ%LouUMGQX-) zDq^|v;!fRAU~|w2YQYYQ&~e+DH`q;{xNj=RZR5mVb^e7hFn3`QXk0LBwsu$WRpzm> z@k+thS+2!XIx!$HUL5IjcL0ytq_`?2-U{iZa7ijzATV|3Wcx#`Q_E1!U#P-+d6i&Y zE9=4 zsrniNs_$N({557yuBmRSZ1Q#ax$3N7)?v$hn-DnRT`-g$G9a(KWv%39VIf)uL(BO zNS_cBvEhL|MYj}nxBD?g4aEZa-cGeG&>dK~$f#xGRr&ggBsT;OFCUs96nsUW4EJ*hSctL-R+yZdV0In?#(?L*KO$C+_gpR?%B9$-G=s!eA&7ni7UGr zdSApLCmXkJUDxd%pYLsL->8NnL}N|Nm}X*gFF%!o{Olv|HWstiJ}qU)tHHQ@(2tqr z<1@p|AldhZA%4voNhc@tRBpr{HBCJ=n9yunXQk2*G2;o#W)i1A9kEyysaZSkG$g%M zUPc#a9!oP^CiQ)WZSdRy)3jJ!$Qy^i+T2`}pQ9GfqKm%2f_}sgNc2fw`+!EDypgeO zlwTIymLCeZ<_}!q!>_m=GUBuUNA`wM;qF}-YP*Q~Q2RwRg;sQ2#@(-SQs7T~hO!H= z8u#!GSm_d`|FU;4N&DPhGuDt)_7Igb40PPjBYX`!u7PXbzJiY4`p^Y*zrr^l<38mn za4BDFyMis8?#p1?Fx&b|7|b9t!fsPv zUGx{e_M)EA_!Mvc&tQvq7LSQ{a6tSEj`%lD@%=@%XT`hB4DaB)IE@U~zQOiQw$i94 zh>doZ=BMxs4S0rc+1?i1k7se3Qtjo~XW6S_Zw#Nq=gFZ%jD3OVQt>p+{Y5-SD4e44 zo+tAB6k`-$Vy~LQ&fv@JNvyq{15OZU@fGf6&H=M%0e>r8c&)t--$7|~Y3=sQ_|8ZN z0om6v5X z2`??C+gPC6h?l7rNw*O{FQWTm;{fUYf-}T5KPzPE)`i-L*miPy3BO!Sw5~w3jzqJ} z){*EVWKO|fNv4TCA6w9w;<@&3Y%B2sUe5_sfj2nf!vlDey7+&Jcuz9ktx^QuqP{h1 z{61Rgew&I99O9=nJcth-;>-MX5Pc)r5>^yq8wi--#EC_)l|*Zi@D<4p#&N=eLQ>e}ONzr-8sxQBGpgNL zkz@V<{{^Z@L2;ls^P?!<>zYVqvbXJTJ6$bOBNN$2kvR<2u+}U?2=v;%9wqj6=U9%V7fRjt9v&X6u5CR`?CBR< zoq@4opj`-)*g&h;J01_cKwA}Q8G1WLQ=3Q|80`;7VM~Ci{jXojm=P#;Y8wKJ)2XFb zO@T&UCU@0g(tn_=>`5z`hWJ*XGHFL+V5ta;fT%b!&r?8wB1Ftj3(VH+Q9yZ4J?W~E ztB3lbz|!-rjFWhzbkEhw`>w!c88jRijSP&210$0gljs7acAx{hC2()8lZ##JluA#w zxwU>E@cm0TYVW6bxArr5TU&Xa+c)yFdvUVp)#X!i&2td0=DTQB@eY>fP{2jnujQ9p z#S&I3n8js*nGB_y`C+Cq6*yDt8Um*>bXW2s3!Dw~*bLNO2D-r2wdo06pH>OfIwtCS z$I2c?GSIOnwKg_=C9(Ha5{8oRl0&-sUuMQSOInp86(^ys;u^}XZPz)i^q|}X`c*XG zIqgRAX*$psr{CYn@hRhGIK*)!k3t`)`{}>k0SG3T3TLfPia~e=kZYmAL3(y zGQo2t3*5>FdV0sHn743vFjurRL zxn122O&n;q#Ewjl+iTAxQCHmyT*#$~(}Ssi*dX|`EX92#lu3bC9G{1q81i}d;JEAV z@}__mDQ6~?!Kd{$b-O%mlDn3isb71BOZDqN4jVBsSTsrApT;;Es z^9xwOdsw5jbGb`iAYXPaZ`A8Qp}F|}(`RT>x+Lnqom5Cne6lUR*R(NtzfVc1k>5LnqNj^nG)I?}n2PFS6nvcZ z@hZ-x;=Iq6El`Y6irK=&RD3PQ>v$vPbiNrgK$|6PK1R{UmXAB`k57GU<1-&Se*u`kn*E;QbL-*f!kCh%1a;6#=bfmpZB8M zJA=eaC0=;pe*uXK!~^1)KML{foeKd+T#@c(W@l$-XTSM&fB)l`UjeM)vA_+f+H2N_eK@li`0^eHk9bL*Asf#EH!(R)OocK`D zuBOnY$O&9Yoz9mkK5U1b{ujy0YS(`%lOT4~kn08l(-v@(m}6geEh6-G1g=Tdu#IYD zjcV9NWp-m!oj|#zw2IdSwinyEeQlnC#K~qfm-Yp|d5J`=z4UC&y^I9S^}Nij+xgXH ztYa=)McD#r+q;mzuvx=Au1&H-Z!vx`|ByAz!KtEzw*@A$jxFVHGpbKu%ISn`l5hDd zFrT-dz*(h-Vc*})8Z2;qah$VD<1PWG9Y#I($d3;qskCvW)?u998{+Tu(u)hBwfx;vQN86(>8dz-oSP#|bSk^P+$gPeWlawD-P1$okeO3KYId zp8}#exvP3w#!2LpR-0j$YL+)%2KzEnwpDvp2weU=;R87EJv~%L(Y5h+TiNq}&pwus z9Qb@Y{}ER6wDzOTKpNxo#hKpHogg$y+lTBh?D7rT4U?$jZ!5dyrBTxTu?=yDO)v2% z<@B#m0%wrvNvqGnGKTt`y=J7w$BZc8J|#Jm+Tew{O5Z0Otx;QOrs_AJW1)WQCtUx5 zLjjL+KAXY~EONx4QA%qqq0XgQ@;5Pqo4Cbjn{tb~Ks{$uF4yZn;_mFb&z|Ehtp!p4 z4e$SqweJ~_ZE_(C{%eytth0WBPZ?3BzD@lZ{|dW^28|NhlvR%GF2F@Rq@1uk8r4(8 zBYFy`VTbx_T2-c;GIX4Mf})34JWP9pYUT+_9%f&B=RKUqtMnO^4bB)$W(HnMeHRQ~ iH@IkE4O}v$?`4B4_>c$QNb`Qg1Wbla4-c^AVf#;F$Q6|U diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$3.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$run$3.class deleted file mode 100644 index 3e7745117337bdb075c09f5384b55548f5637a5e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 13245 zcmeHNd3;>eb^gwbq$iEW*5Y++0|En*`^(Z<%?ro+R7N zufP6LTl3z1_nv#Ud+s^sF0Xy`+_wN+D0d1LMdP7?RH{D|?bnmpOemI0>t;FB5@}I& zwdq{4c7+BJ9B3a%WfSqFf=cDG@uZ#!?cOsOiYK#rIvGubI&+yJJ=xnH9qj3iHrdb$ zq%W6@W#g%2CbZrvEpN8k_d3zF+L$|IsUba&!a=Y#l_cd{RAFmg+SQTE4&|~<7d5r- zj_!$u647LTsH11M9#eIK`cvUpLy_Q2tH%UfYbX(vG{=+i>_vjzi`%DEpp&!CY&xFo zch*?E+Pa!R(559<2)=d_#G1PzNu>{0y;#&OkSRzuFP&O6(>ADR#a>BvS3FbOAXqqc z$0k3@;V**+)7Vj=iS!Dp9b;(m>PH1C6&CI<3lm#3W^l_f+bTkZ%HjEt4-@MJ-$azE9PRU!J&k%%u-M@6>Y(^cydo_K)0rh z;Jn2S=`DeljIR=S+m({}Y&4$B1|4=zRib+b3@|l3+f^2;ZYB-dK9Tgv3hWN2=yq`g5MY~HDUF= zBvO*rGr0r{3u+Bhxh|gF)t-tC?944+*{k)t;#SGuHO!=l|rf*utxuKio zWn+932W|W;r%&Qk%fw@uP$Xa6nALExV0OQrZSC0Fv8^kzxov0Xw$3eWo7c6i6Ubj2P`e;0nOY4GJ zZUamc+=zA`F2g3l%87jm9dSIn&-Tfk*=SbZ6irewX$>8M=wz+LD1)-DYGnFQf8oFqzi_Q6Vg%8_srQqy|kyxXvp_@Yz zjm7j#rj|ptB|fAx`slSof~}JYZ1rz)pUZuEG|K_8b!lUzOWJ{}eAtew$55psqO$w< zDXLeVK2^hpLnjV}iJGK$;u=LdDp>BO7d^Qro=znP+27{7tx%Y&R4vs101`_7^gPqqr$r?`oCSUHe!*(?a?`CjqA>%?9u%|B+Gs}MOkqgj zyp|4vIJ;7*#8$mO&Y87O5S##MmQb0H6PAcF$SOoR1_?Jt#`n>1ouJerN@rYc`!yzQ ziBLOvAl7}j-iN)ofz5@~DZ)%H+LPdv{e)nKQE&8VNvEUxR7VXrGrZ;fZ9-|$$m?2D z`LgnWpA^iA<*Pd5*XteWb*7V71K|j4Hp!;Q5_;87;nP0cf?FAo7e`Ew@mU}C<2D*> zft>;|4WFZ^am6;>6@B{{Q4QRzr?_|GH_CAn?y|)-#IoBpd_kb?ie@$&k&3=*yC3)9 z-g4ZH`^ZX?)qZ>tYgNT>GD)0#95j5H0iOC_r)Og6_>jR_{ggvqfF{3R#n*iJ3Vw^8 zGuq4K$TfVB%LnmLIqty2wA_Mz%#nI@0&g<81fDF%p*F`+}i@-?N0AysxWIu(`G(P(HRe z%-u?CP18Q;!vPF)nPS`1$&l7CVye0|!R$#ek7An>a&L$U9#hakJ!G^|z~^v83HS$s z6*diH_{S{u=)_ctW_vLX5*?YU(eN#i8f&%|oQJFI04qs%qEY*YH}LKiEXDb z5K{z+JOx)>(Cyo*a5(gdbZm~~s1L{RhqS?owd@`|HM~IALu=j~9aK@7gIRFLma+Kp z5?=PX;JB+=Byth5o&pf|2 z#sqW;ts|Za^>gKv>j|YYy9|(u}M5+?hC1PXkSzw z&XtPZq7rkie$!c zhyD#8s>RE{3u-J6kkPYd!ooCrON#p%k-p8k-m4UF`$x0|CvIwPoMKK(m;a5QtDyOdsnTGV0aQzvkLZONYz>>U#&sR{&jg9n z6l;ogq{)W0^i&^;T9cov{xrv?GrR-?G+e9jifjzYfHFlJD&j#|V!~7|MQlGtP?`l5cmua+nna;&w zA@Xg_C6f$ln{w2K+J9L$nd0qWRY-;%6ECwb84DSBsL)EOqNz%?ALke@MrQi4&@9d7 za>vf4UAt?d_KMBKd%aU_C#b~Hd1~S3$^3E&$bv%H=cKoUS8^{p8M(L9H_MrFmJ+Ro zVbvOiZ9J*arpvgF?~oa{WYoM+SA@ka5JJ_l1d0FX`dRfIqVvIqxCY!2Rq$myQi)wm|h)}c0jH!!i)OK=BUhSoF zKKFkzj*U|8khS>@ugrM;hP?(t`$8;#I4@J{@Z(Cu@j~5?b3%fQ%;A4U`XhV78+-In96|JzWWT*3LK*ZV^Gy^J~EDJRo*Ux1>w9DS@u?<1Eyu z(#Hj!AsW!alMqXR(s|7_5>m#g8ez;ft2UkF@HR(+%8|^W<~{@wj!L9gjL1UoGFb!lLS{MvRx^eXM^tU z&-7!~)EefTXyv`8exvn67ii7q)$p>zb z8+k-v3pnP8t}~TO$8_UBw{34$=Lu&j*(7pp=cbk|jw4;)M&qW2FW6aQm)860Y8q=S z-SX7eH}Se)jBjPP5v;zrwe?!KiI)BuQVejb>BU8SiJXGY)r)TDiZhE+wRxr(6+D z$CdBzQV)g_`iI!SCdMN3yP}ws#eB~R)*Zz3VEsW<2bUhi>|k-A=nw+Wuu0?=K3AGxn1}iNVh1cxHhi5>@cuwO`A>-& zBH16ZYZZSR`MZ<9mkDz&f7!YbY(9c5-BKin(7EXdwsjxE$2Jqw^bvgAeD$c8`i-J@ z7`wwosyvKjxWp`^!vSvzN9n`(J;4zi=r+HfRWDPF>O(j*io*em_p}LcG(00bGdwFiJ3J>m zHyjAhJAz}~fq8*IU~XVeV0K_uU}j*(Av_;0H8J%JK+Y=}r#rwfg{7W!U zd=MW5iwt&rTag@L!X`=c$lgN6!+2 z(l00I87>Kwyn-7I_D00}GOis*T03phrBjf8;`psj6-wzi71AJICqvc7AWR>Ya#JwM z^g*!FkW4BJ$*L?JhD!>gXlmI&<@J1V4&=v%n4R1DG$pTUKr?> z5FI-NpOrbI*lzS^dDf@|42&PxWZ+$09w_sU$l3U&EDHM-g~Jl`@TjpWT%P|5lpjN& zr27?AUwK68yJyIlwu$8m!Vs9}qSZ5n!^$>kbPFg4sH{Asv@ue+T%jINExc~$BpiO@ggxzTtI z;Py`;6+VvBEf=8OAnDPRT*sB$I|a0L4(MMaT4rHRCJffbqqjJ2Z~%`7QZ@gVL@RP| z%VC>bw2cnnNk#KH0Vly}8bhlS+7+**v2&b&tkWb=tZ{X4Vjl&rP+z4<=U5X`y0?1~ zV&T}HsvqZvGEg{4jfJwl3}E>*gYIS6$^d>JnsGlav}Ab37%#;7RB&@ixET;rmDO5q`q@_ZaU!#ACGh$E6%kNClph*}Ru<2BY5D{9c5o zWeIN_G%)g=k4NMhp8F^8tmJS|ZsJXgTkrsRc}PBk2jz3TQE?|>?!p22Jf4v+&=cK9 z_%9OvON3W9GalqY{IfVLNAR2+!x4Fb$Lz1+sCU}z2dYx&VSr=hC*d&)g^WM)o zv-C8kTcxASJk7dxG)fC;lzQ((ja4F?RU({O!d;jrYo(Q0>67rwI+n^=xOii3uPlq)9CbfNIOeDj*cdqSSt5+V3}-Ib&NFc zTghv)_i^bUKJo5HyVY8ywjivW_%f6jN$lJs@EBQ{iqZVdu0JFnW0G@#v&Kw{YfQL& zQao3>6<)T_H4^*Ai46Gfhu7kL`pf~m@B6nQ53 zEtOlzsgGPLA*o_I2;O+6&-{d`W+oJ$WsL{t$!#2=|6hw+dk+75Yw_Eu{(~HVT4rPC zW^f)B?SK}+;s};R5R9NMg8B%SMz9Q_9Xts^Lj;WxERSFXT}lM2B3R8ooX^G#&UX7d z2WyPR3o>y2g)`t^6PhzzX|^d lGZJN>0Ueky0Eu)P%{R*(tWz`Phcw-{>44uhOUy6d{uLM4r#=7x diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$1.class deleted file mode 100644 index d83bd7c8138e873adaca61cc0aab521a6eb3b884..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2019 zcmb_cO>-MX5Pc&l5|(9R3zA@rLlTQ%E3wuI;Uma)FpdKYA_>^#OHSj}SXp~D>)M%B z`Isv|fqwy2q)2g~IP)j?Clqfag*YhD<`AiNy0@pNyXWoe{_CIL{{XOtmcW_}y~8-} zc(S9kHC_-WYM^@?{)V&FjIvwDDoAY@>-%x2t-pU)skUm@u9YAJc-}^#c1L46X=S{F zUe}|eO0AbZk_r0#h4_6}5Fn*xniM!?%@FYSD% ztZYjwc|hz7l!w(e4lNB)p7;BkO6U|&F?_T@rGHIVkvevcU4hw`-jDl%z(pB0972r& zLJfz|KyM6l3KUmE9olt)JBzJMK$|bP-${&`OS=L;y+WYX9bX@%wz+dJwN9>QMP6Ob zu5R4tW(HSV(LM}~`+N)8;hGh^gV_n>@Gkuqv#(yk8N63U0rLU{mq_4NcABwO3ryC6 zn9Ng-f&v$^st}k8buT_t+o?HHx-D>dag?b`qb7k`D^5DzfwFsv47Ks3*0JqV-*|V^ zD3W`TB4roGxy9Cb(yN##lSa0J4^eawE()At1Qn5)eg$=0an`H(M}3Z;A8nhHv?{^t zlR2Z^OSndaWDqE0UXH53kFP+`=9mu`40`bClo_^U7K58F0KI~baHEXt_*kG+8$c#- zV@&R0-;VZ=z|2!_oR}}UZqJR8oLe~W#Gz9-!*a*{@xn&f9|y+kylE910u$R|M@yR~ ziY>Akw<)TvIFQkc6sl+$iR za7b@*Cx_3tlG%M790q4;yUn*XN(cO8{mNs^)vx}B^S|&_V2kU8!4}@9=6;jIkWRaZ zOFTLVehxEOK#krmNz_*m&Q!DZRhM}SSfX&Ua sD}6bIHz^GfJKdMlm@%m0ErYjlljVQ@0C^uxAFDp5u;ybOw|so@FXUP`y8r+H diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$lambda$5$lambda$4$lambda$3$$inlined$sortedBy$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent$setExecutionPointIfNeeded$lambda$5$lambda$4$lambda$3$$inlined$sortedBy$1.class deleted file mode 100644 index da3759cb9ce8b76da3fda611b7f5871e4231faa3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2295 zcmds1OH&(15dKC2gjX^cLgL^Dk;BH8#AA^F$3YlJ$dGIh#1&Lre4s|sNM2aYQreM9 z{!gh&<&-#wlq<*ls8o8iyF}&@ZaJi+o$l%G>FMeIy8ry^x8DIg$3DXecdS#-YgxP{ zr1Gu0*AW44mF$w1nZ8gveNpc!$CIx-M=HB{AVfnnOqaK74Q{SS%v!{(nx-RNN0N>2 zb(Cmqzcup-Fovzo>PF>+_qgS9*|NT`ortU4<|6f zFf))|uufo%fnKL55_*_+;`pBQLx%%?PaPiz{=;no;|#X~Yq9;7;aR2pGEB{>yD1V9YX$(&? z*JXXUG+CR{k*QXT^w<1c6zy4uGODb$@O{FLwI9#~K4D0cWpD{e38-tqltp-;@k;<|qX{Dk&=I~h( z50Q>wGk9(Q0$y`P0-rOaZ-Pw%Cd2J8nMd613aX_woYH?h7Kai&B+c3>JjN3PUm!y` zGaZwgOHscp-Q0c!Gp~OPjOxPL6!Z;wrt&k+Fg+Ab*np&{F-%2B*U6>CaXJud_u@1x zVtQeE0ok5vCQiz}qq!A^M^Uw|og)csFw9;%Oc(J|V>f)uSbz3`q zC8V#tGK}_g#TouM+%LT{K6GX54JM9}J4{F1uCb8Lr!Sb@gs=;P$*d117|kTJK<*0Z z5Fix1abxn0T*b)G=NI!Ug^j#XD6GvBU0F49I|dD+ve%%uOjo=*caLaD>Mp42g<-Nn zNj>PcYoZfMZXG%;$yK*Q+LSG&=#*XV`x^d}JF@P2z9U-%pf_HF!3grV>u6syS0$4$ z@k5s?))q&O@6eqkDLpl)9(lYU>TKD&q(vSvnxr(+2!b)9G+Jpb({5gal;~*g7u@-o z7>1X$rUD_RFipEDe1sV~s1N)^bd2cw!h763h(8@!dWZWA@9>D>J?0m+bYt{G`RwR1 zseVQFM>-h84z2eFPMR1;i<~!+Cb~>?jXoW~w-oC*lE`5JBNY1t7O{jl*+sI4=Q0W= z3{-Q=um-`eV}-aFb_aKUO#Z$h&LCZkC@@QRfP5FR723pMlO%>0_>SoR0I=Ajcg)d? l^OU*5Ys77=+E}wGOHXZliDx#xLWOKJ8os8l^cu{^_TLkoi5CC> diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgent.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgent.class deleted file mode 100644 index 5747bf7db8877713f4037f787db58128367a66e5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 40059 zcmeHwd3;sH+5a;$NzTp91umCGZrmb9fh=Sp0St(;N+g5`L5v$-k_$w#Ku&^SH)>n8 zwsv>dYHiip)|M(HEVYf=)oK^5UDev%?r-PRzDSVTB5URM{n=8s>HTrPrqB$-rJWn>8hoTOF7RWA?WLi z8+&#R^fxqJnb@7E>Pqx%t6I0^%4B>0qICoP!4H;BS{*VUEjtPynv`a8Sas^wk1ZZff@E4fHeGOkxLo!v>EzxEwo ze$|z`yQ{Vi^tAVP_V&0{t8A)f(VPo~xc)y0Z{s9s&4XaU{}e?Ql z{R4eTOn85CPk(A|HiCS?x|j+&y{WfvTh*1x{w;lpPE1syr>D0+VJ5A)x4(Iys|)N{ z*vS%xX*)zwFo~slp5sn{?(0c(RWS!B}B!7LZC{`2O&C1P?5%iA@mTP zB1m?2gs4PNgh|;W;tRceKMG-oWR)=X7HG+)#26}oRE;V5EV$7;*sEK>LR#3U82K>{y)iA0jp<6n4 zCZSf64y_AQ3sYTar_B-+%=kGVpx5hZ12^3&s5+?W(IkdL5D{kvPjyB;$P(s}i^8;t z+A;-1fD&-%5@^xRp547Wk{W)twqG=7mI{uTi zO|X77xXj6xK4koxv~;7N2U8+`g<&9wRS4UGcGxa!6MZ|9eOi-5tx^~m=C7Nv8Y$2mf&>W`&Laz_JFW+~yO0Lx zsvL|sT5X5+Vldm1{VUhDw1UCPF!1qp7wx`=UK^&X>2-om_M~N|(N?-)uiKyOcIXXg zq_KHJ>(b`s5SwYK7FZmR-$>UK(mr|;%gF*9tUoYE5}9uEb=XcDfi zKKswGl=fR7bW#Hx;nTnfguWNF%1VTcT9D>_J%F(B(ldlE56?ZuU8 zN83N?wrxS6%-rTXYeS~T1qcG(4 zv}vl!G%!;GDk^PYN3g*BMT$6`hMf77FV;|`i{)=X8R*={>`rq@~c(Q67 zdKiR@2~1+PL}P>w(7{4_ga*|n);2vSMnsi|wN9a@Zac=5S zL32h@H>?5c=lNVdHncwjEdT~vzHa@xjjfH%D>rZ0xS?fb^NN)#vX!r$?Fc%D4S&#FXc7u;All>rRMWB3AnF-)JQFM&~;N~mqisTL5F?}`Rhp$s}|o#KP{x6(9bZV13jkmKc_Ep=YJvS z#GQS~or%7r=i`J^R%g++lV6jap?GpeM&w`3NJ!tUg(k}b)tV2qMk#>|>k!hJ4D zK@W){2{hrCg#35@Yi~ZJmucly>gMaNVTqLI$vF#LCYSMA~nGHPU-kPqI&! z&WB83lclt@vouj!=>hd(7?plvsD%hXv8}15`5u&-GD5%%rAD@=CoeSy1m1l`9dUx7 zDQPj*$`Y8Z2uH*P#a(zHIzo+swDdw1G;VE9COeYo>DJMRk$c0uZ@Zm6ojE!aY&`A$ z*EfVl>l-N< z6@Y7Ix-&4fkcvyKQO%`RB>EGAx{e>EdifyO3C-$8R%?qQVwRX47H0~CwE~xEMz8OP za%f2w?pQWy?C|Tah^U097ZqYIv@A+AC0yge_zM~5*-ZDIDmU5Jnds`gS{v(CSGv7D zRp;Z!DkAi?TGTK^@Yv)o4;<_69$42QQO7~yK0F&S@q*3{Qa0mk7s^8{5DTHU#90ug z7|U8n4f`0!wU)2dx<(ht1afz!$}1@tnb+2dJAS?RgZ~A zK8uKzVil|iao(f?v0Bi=G@XwuJQ|>=I3L71qFbqeM6f=pfj54cXo_K#b}e%}?9q8% zXEl*$JFvl+bVLhuFROqSy+$agHKiL=*e7a6A5D;H5D{03 z9V}+xsu%VHGmIElh?0L-Y$7Lut(5!EoxO1^NoCA0%&47(Vi%iHyV#7{#b#6(s>;d$ zUQS9$DuO%BI$9jMiStg2wu|)}~n3 zr)_FM7o~*wX#E_6xq`{@b>j75@mhg!{=`hybHp2=*}HnTZPRPsZNAWund|aq+IaXoP3XX zZ;^Pnc%KP+Gfj3x#LXNU`JK204r$uwYs5wk}BiH5qBUqo05}= zblGh_%X?F4W`er}ozR}j+R%A*a$TQYL*xYoBenE~HLuA_M2c0@1Un!+N*+tdI^v+9pUcDX;{!H z)5=c?UYN;w$27;42VaJ4{oLT-L%y>cqN%@na*> zf8se**3f_%6G&s4-ckL1PJT060kpSK9~r z`t)LSrXdMEV4OeRMA9bZ05H$Sn z^~{cMfaAk`O^|>!EN-!jn7@yz5P_DmP%5}i_&LIe9NLq1u`P&p8xeOjxE0B#2DqtNf6)3zCJcn5sge6 z-D&FdJibwkc{y3eV9d)Y#`o277v{X2rp&g|ISFT^bZoQzIlw{TPVI!QQ09q80C&`lw<%ts8 zwAqulMnFWCuxVQ?PlJ3M=-JVO#jz5Nxsb#H2=?L}XO9C`LbX{Z&j`!7#7^&swW%~x z1ii&SJ-N-^u7uuWU>aADYZ8R zqcw}yM{nJ;wERbrB66;*;$c(^`slw+_>SJs@nLCB&;)1TqtxIL@^xOJtYi6F$MUs~ zU}tSDx8PI694x2wNgsMsZ zWi7`xD5xTPfQacOtAhK3i7GVX)tj0oS+V1}a)R~-k8TuWJHxp}&--DirY0yOyqFde zLBu5JiGNGmV7(x=${b;aE9bd^)>HJxm}61Ew}TDYS+!R7 zaLlfcw|6@7!m!-L$3_Cf>t?vY)g6i5)_Q7s z%m~;h=xzmVGB}t?JLRsh?3J(_$AR9uoMI&1Zl9^&=$yRJMO?L1GFl>=@ zlO>71ZP*2dv)9-M)}9zZPVd$daau^e9y_zrw!7VfZ-@=t+n(rOWltN(eekTh6Fc|} zCbBnSu>~odG6YaTxB5-YjD7z9vXcjv11|Bo8eTlrmo?%PfxJe(DJtf`{>tV%Pj%7+>Z{-HVvsjx6GfjG7z9BzSa<(6a70mlzj`!e)!fc^i}?OMsGca%)1F&k7bLz8H4Wa;a)H{ z1l>8lK?n7eac8twFc+ntYdPW>G{<2TMC7gVHa2-~hm;<@3*3Yw@5EvtZ;&c!*XN1B zJxICz%ve3WJ(c=VKb**tMCV+7!@*o5mgllaovZshmr=8L^vB#*#TX#W94`sU_rt&Q zA4!hLd-VBYiB%>(X~OMU70Nm!m?#V?gEc1v^atgKSpVGz!_YG=~=rfa&8>=~5 zdsWl;fc!9PkOv{XayQ7BFlck+N5it2MdUO?s~2Lc9L|Da(~b3!KmP9{+YzGWRbk-c z@)JzRSkD`W4y}*Khm9V41Y+<&j6(8i1fv{A$^Q*Jj0_na7f%n#LyU^Ua2t8b zvlO5u;B3WrG)9Fi%cE%|cyjyke;*FUL%grX{fWp=%g-=UhQ~!8^98*jn7uQ#$JjPh zpb9e5Ce4n)me%9)3069v1%-Yt=N^pzU;P<}z4e6{g(a3*CwWJ4?GAv5e3Et*$&X1a zs5yioudO(8Lf_{-wdvvC^ufZ*ue)7l5`sW59;FhzQ=VrXoX zxT)o=EG(ARBBZ4kuQJQ)le9t2jWT_~tAt~S_E#T0@RrFl*PC-~Eeu@4wzOehz*L%r z8V^3l0iG|EFK`^-1&#x}z;S@UJs{(Q*Qd|LxeWIQg5G}IQYQzVgJvtELt{%(J{lx{ z6qY}fKjvW~+!^#vjtv7ldBwr)?Zd_(iKA(g+*Hnn_Fg_=Jl3Y>S9iKc{#^bdEMJzt zgg+iM+DzIEwDY}5%_JH}{+hRg+!B_*;XNUNe3l7(C=&R z(a4;jfwPS8-sz-w*qX(VKZND)Xcbn$q}` z(@o&x4N%}F>#ReHm4D1gZOP&{UL=#-z$SSDzl%jrdK$$*u$?c>L`W0?@x9t+Y7y= zio@zej!9>1;l#^f^rlTmoeV)?igS=m&|?2Q>OGqLYCzxM^t)qpWzR59k2#`FRVCO% zs^Ghtvyom;QX7iA485VKu+;9-K~OH5KF8Uj&)bC5nGrQzod7di%?6`k3^Q%#(k+g_ za#WSaXoA2pLfpeLn3!Mump;7YD4bM_@W~##=#A!aY;07k8VhSFrWyfoQAAa%ny{); zu+dH&r5wW98Jmee=6~WS zSl_auB&5!YsCqS@k-G@UT^v>OV>FQvAe(w6PMEgZ7x;K5Uj=|Cs}anuw?WSHE5wZ zO(I%q*oBp3`dyz@0Y`a8A(mi;J1RIwT>u4u2%Z;*m_2Int`#V-4p&5NP_1FLUTx&v z-F%)?ZOW;#M(qRGuGx_A#USBJVid)@bksW4!c%fNvNlImON=HnRWI@|QetiTlC2O6 zh5`^JMbLD1ni`;TjNz|oV@^o5$0)|}mykWs4S_Lrz24@90~;lf2fTq0x+U9M!%59kDT$oNJTlSXVDD3WJ-`u%#Luv;cXhu|4OekwnL^p%oidg4L z^SBqVH{3Gz%GZdROw_$GnyPl{qxI+ok2Vz`s0iqnB~)`bKjE#}=_j_n3WxgD@3GXI z`GfkMq2hyA4RUN<7*jW02$JWm5mRkfz?k0K3`;Q&>w_gmW{1)W&X4S@9(hoqVtj3Z z{PbHuxvg>SWeRS~^aqR)^rBrvKhlFUN2E&I(H@_-7}wz)bh*Sr$Z1{)dh2*ll~U1u zOqt$mmid>wb0H#56eqDLdpnNpq=yd0l6nUwlK4WMx-+ela_CkUT!Tx_0bdT+DCPbrz#$4K}O@=oyo;P_SoTu&ytGm?)a{1vo+Qa#zt?Gj~CaOM!j*cM+ z^=s2vcET2M)cxGlan#_WQ0l{l>H+m&M7=@nV^aMn%&d<^)xH>=z)=t!p%~R*uLiM< z(V`LUeEL=G52LM5B7z%8#|9z6+G6C3zWIP_i@#QqB?>?6Yy|iEEJN_Nk~O?YBEwWotlEw)L0x(rxj1(TGc1$ z-x<}@AHTOihT{0m3l&FCJb!w$su(b93!>Gy4)0t2_|4~Xk!TGb)dI{6Jer4V-Rj4$ zF;D8xpBbHB9MS+6RxhZHM9;E!4b=-$^%tT3Vq5=gT$iMtoOAxf=(+qPm9zBx#^^H6 znaKlMUM8zoAf=)!ky=$7i=JmNuzESSxq4;w>e>^cjb>mbuR1lb)e`NV4_Ir^?Yf+rW?x<2(}!})d5R$V6)-B_GALsUmm=0fD~b(6hvooH<+dXX;ChL+BZ zUW`1(kXPmsTlP|1FH6C{{QQ#WX8R<&q=vd$uAgk?AGi;J?27Y3Cq++2rY44T<|#T; zQ${-T)M&~2;s7$a=<#dvcrF1CkTk`lE1eddxqhl4o{Jv8nakOBPmh+Ow5FwW<{8m5 zk*UclojEHyd;O`oD9qpZ#ONH1z6@CtQCs(CVzeAt6`7?fku}$s_4tPiwy?-Rs43sR z)3d<52Nt%{D1y>zD*axV@%Y;#*G<@f&TfE1ahV?xfpkl~W-a{z3RpCrXk57m`=t4u zY~E8o*aFxEFeHjZ@^bZXtJh2&Xk znafvzI5AU)@UjIPlWryV5gQ;p!v=;Ehb_JC+EAr_1&pI`axAqmHn^apzK-|`o2a<3 zl?nu#7fvHMVdr-4j($Fr>C@OLQ)NT%Kwo=u1)q3L%@;bKzdO-2kQ8#}hP6vud|<+B zv}qA8+fd@AR)xz;YD&^Ag}s59;j$x=^<5oQs4da&_D9FUrdK%}mNoq-Jg;QA=gjEE z%pA2c3+bA5C7aWSRo!$wbSm{K1-zgym0r`od9%NU22y`qgF}_Frf|*aH5K*M^BZcy zH8t~3udS%5X{fJW5T3W7{`7eb^)(Bczd3C4PRiH#|b-1Rw zem>{d)`#osPp?O!E{%3QVd1h@fqU*;?ZVS_f6%RP?YvsPL6>Uh&*v1nR9jc4^Um^8 zwbd2Kt<|~cPwiP60C#9*7?E&zar}*%Mnv)4PK3yorayCn;NgbOZ8%G;4`bvl$M$W6 zR+_MU(LB(-CE3@?+v-`8^ddNSVWO{-?`>vjHry8PLnj#xOxVz$Xy36G=h+RcNMjG) z^SB)Elfye9!32iHS7GllVi`g7jx_|^(uD#2k1p%&?ROFQ*lAuq?$T*^acVv(a;T7s z5KJ#-%N!=(cVXofKrBwem4lS!Bl7U+k`a0MCdr6Ad}suAyy<;?>=@YZuu>Ur41 zmr)*Gb4qkqd2I3_I-w#K$8TlqMEu6{Vkh$@KXxi#3Sy`6#fhEHmr(2sz7)o0;Zin4 zWo6|Dsj{r%AXSxB9;Di`c-}#(FN^0Nq=jYif`hcEEbbhnC1vr@L0VcCFFZ&q%2b{> zMCTu*=CY&I(l$gF9Hfm@c7RqKrA=)BdhubpLgEV>pVVl70l&*IiHm6+or|~cuA~d- ze0=R=9frM;TImw}Cg?)ih8o>;5xH~~y^i+ct@*E^x6*6r4&2>I>(q;Yv(*e5<+tDt z!#BjCQ%n+4rzdWEDM3dj{$C4bHUi zWZGvk-aJg#HiVEN2pQocbPG{KVOe=aWjrsQA1{bI@ld>Qh;B2eehDoUP~MbD(MgKY zUZ&Bt4ny0BFBGk#6M^Q_ajgKV>u^0A=w5*0VIw$Q~`p26W+=fIdhc3IMb;8_=dP013K}?x#FG{bzxDn137) z+9CQFgA%%WiOEi}pFqJBRqJ7ilyi37< zMR;&u#bflyZFG9YFg?;x7%x0PL$O1k_*lHKO{Y5!($E7m@hCmgR#q`YM@^wmH-rw+ zXB)!0!bbpS6I$Va-20R9cM<-6fc$lF6nqlY+}tc0^3?o%<{z|Ec95Qq7eWMnEnW!m z_iVfn;&13MeOpmmJbXWu$HV(k8g;mdXNT#zW=?#qiGQCSCb>ofj)yjpnqL6;&)-H9 zj?#;5v6qJEN1rJJwCCwzdbz@sC&jZ|r_^ThJzYfvghv^?j=~x@Yd$|}A*f*?)k9IJ8 z{9^c!^+Sh5ShqHTTVssHL;HC&Q$&P^1M&J8(D^GM^;h&8eO2lu-2Iv+%sK{H6Lv^C zl<$Zc$izPfZ|A3DR7pjd54a3Hf?r6pWB8<2`msaL4}!j=%q=Zd`YQ z&~HWluoU#Tl=L}zBRxge;I;g3q3_YP^nK+0K<3fUWj_51*H=*PZ*;vl4Ii~>pc}+8 zdYf2{Z@)CrJ4Fk+SRgW=T;D9hao}VuIF)hiQsU zeG^}oGj)S6vC5||iC5|}F6q=cqIHCj+halkeKh})X@b_lTH|4{k z^pGfPuKWTyVE_G4*^x(ToC_)itLsfg7=yp2cU`z6nnG7Io6ML5JUi zo%uYzHuVB*l^3CnzfYeg6R?+pUzys4P3@$(xEy(TkPTs*x|)i_W^Ie!i%&sbArct4i_hO} zF*J_PL1>jqwRG5{aeQmV(D;)y)s!1>E+r;)D{Vlpj(chv6%`)j`=x@+oKt0sLc&A&$RB_La)XrSz%*c*?5Ev}Boz!rUn#J;xp zwEOAQ__X~D?doB1O%o^fYDLWu;**Ezcg+urYs)Ijk3g0JwKqws92B>LUv6*6Z6t)q8@ENMmr>))1xg(kM=7K6U}gW+-A7(iJOPT zw+6-c8uBsf@_7Cc@gpAfPbJ0kg9L*pqOcYWQ#9LMlM)O(CHkL(SI~kn=g{;VCA26& z87(ZTF2dy)oW68v2cH^o@On%9Ie1B;BOYS7DFNZt{5!2VM$3HlO!MAvMk~iaDd`5h zA{y#ftU$3~jnFtbxHMN_Ip=jj%a7O7sgNH(1INEi9kPIS;I9Yiw<7OB`UM@P-{bEO z^eFw2z6kT@hcZO}l!YRKm*Pk1&(KAGfj#tB@aQXICcd#U3;AXAcQF@b7Razz%+d`n z%e(+zEx8I`!+9UBcfZ5RM(1*d zt#6{An3TAY&ain8(lz2|;$^&`ubd(_bpe%#pNn5;ZCfmUDSk!y;%-SFO*@n6uf|AfWyJ80V?QAjhz@5LV=8#^c@{s`HXhmoHu{)E&7`XOx+e@3d1 zzDNV&FG#`j7LR(8P3+T>4Vqr;)sk(pm1n(>XMYv11j@62jwa8JL28VYXMY=8p5eW0 z)s(Se{A6@=WHNLIn-^EYBQWfh~l` zEjjw+84bo!NXxSVE6>nC*+Gd~seg;P6 z6EG*g0H%Brr1wpvzo(fLX8`by?R-(F+3ivgte@RZ_OX_su$w@#CiNf{8#YQa027Z# z;`FR0@d7CNr!T*g0k{MvL;R8(@m~5H#oY(MuD&}Do4<@ z1F#%6jfVI|R)(TQEAWpQpu^>l$-3L9qaTyJF0v$7I&ys#1kTt6rmx5e}Brz!Eg z{Q$9$$(D;&Y~sR|m7u^QQHX$}4vq~{DxW_6m( zW;Wq+;))b$oC3KuA70X>;zZhm>-F#iK7i|kkjEbv#d^ByfSpSrvyA+F6D&EC0>%uw zVWS#Jr4Ubijh;pu>X5bA=X$POYA~&RA+Q03d4S~=gL1_uac81u*!%&)ID-nsnYvXI zObMr^HY``lRa$t3<#|wiUJJ|60=7As7Q*u|czgp>Jpt*|Vx&_`Lo^;eATO}eDT?Vt z8q;}!mQF2NI;}T_HZ)A)8J(;vU`o{h`p5s6KF+}3G4#>J-_OzQ8}WR092K5aOODEo zZAay%wjp`Zu)KIkUKWoIiy51=UjxhHi0rUt1xCIE@@Cthyt1KyAkPM6_n>qeoCm16 zA%voA?-V2dhD`Pz7BP`>Vnd@Di%g{brPhA=~EC;~i=VKhX_;^BBvJc4+| zkbKwvxYIB}BY9B1n~OuHO^5>z5TEbC73B9`TnY}#_u(?(pu8m>McxI2@{YFnvPtX~4~ds$Gv4(46MeLzP^VK-*@?n~y74Kv%_6}v+=8kM( z2Ck=A;Bze{TeOrsMr(Y9gd;cN&vU#WF`>0}LF6_a!)i?$pjXzBcd^*OzjSG|4PiBQ z+mM;5LLNK|3sBSWjIDmIue2#;%cgp%%?=+(N)Lv+nF;VbM>Zd$<>LW*imwpsRg6_4 z7{k|8+oq3YnI%)W%x<2s+2$*&f!UulOpIr?uMnEn05KQ3Xu6k*`1!u4gbO8f#J*ZPfUgu`;a__J687o$o1 zO{|qdtd?`cY`I2UAUBBhc(>dJxmmQz?V<&5T3au7;JzF8y?DM$Y{aY0TI6oAN$wGC z@U9EwM6Vx=Zal8gw>~3A%DA=t!@wl>JD+0x>M{? z_lUjN#Co;*sCbQfSiDvpK>i_=L10*hsSW|Cw^;My7@ccU2*&QRDJ&S66ztHmZE82x z0(EFhehtgCI;G}PgH7$AwI&6~&&j6|Ocj{h)i(8QYBedjf=;xl-E^@{{hs!klzJ1@ zn-rFKE96(vQXZ&oxk-s6;F-Mp=q~wn`3!=`m(V3P^;Mc)El%J zIZ2!cj?gv43hFcE#8KL1^A1tJ$&)p7x5<-p>0X=n9Nld5o}t@Jp4tigX?Uue*4R9~ zDkmYv1wMRW3`r~|l=Ce5pxSisvCB)_hd{rVUE;x0OTkzcREYP^&}O>_X0<( zjRW~5){0tCy?|e$@^!dGwVMb}5@Ki{zIAsEK2fm`BItU$Q@oY#5jVgmxE|tYpSH|b zqyA+OgINU8{*dDQAtJkF`H_y6h-ve3VoojY0 zzzu-T`wwDAW()Ar!hhKLnMrb$BmZ#>D@O%d z-?MM;$T&M}D8$N3PfIa3EAE0Uc|QhvH~8}&_|zYudE$eqL58SYenS=Ugwlf4a2M#I z@o*RDXbujW*R8o*$%pTi6+Vk6vy95^ipaB z6S0%!bS;1)6jh~&=CLfx%Fqs}1E0cf~JtTz0hgH@t42OQ>!^|Xf?GLC@%wNf} zU|xq{Ba?G^8N|a0SS7o)0=Su?8URbcCOD!Hl!%@p4yolw)M}z3b$+_fn%JC7!l6U9@mJ33>p!iyR~4hu!uP` zg&1{V+vh2!-3BBIF|r3JylINM$l}XLK!g-72N$h!)I!ZkdP0QqwRWbOq1rV5@TC{q z+D^z!p4x>>Qhu~u=An%jL;Mf6cn^-Kq@PtxNCQg=woO9>3pJw904-Eo4Po(T5NzwM zAXJ{c>FL=+bn=Mm%$g{}h7){~GCegZ(^Hc&U0sQxU{d7e2(%jJJ4sI$VIP$0;)xe2 z+z{-}Vt(hVEr}qD#>B)j1Ry|6-A5Ec|7l_|eW=lWFk_pj`e2dpzlq9a`v>sw?!Dab zc8`SDHU>PrDb2z=$M&xX{o7W4L?K|3-MIlDup-?h?p%?2E#y0MpA16F>$A}Ufy?KU zY_ll@TCwFrAYB@bt2e4^Y{`|FN}f#KDKwkG-4*SN;hH?(u zt`D;trB`+V@*V1(0X=Wd1V}lC{Vw%xTe$^1#o8>yI|DPs9nV9at#6cBC^ZkElrjsY zlv&6qGj#1e>b(|vgQdcPvJF|dk{$R+&Dp6BhC-<4t1vmc`4KaTNz=q%M$A%nNSNXHaTdFQmGM#Q`iiruo+I- zB4J~TP)OYc-`>cnTFpApZAaDJZDL5>`-r;lVfB$C>JzMIAAUq!%eYQ6UlD@Tj`{)e zu7MiA8?&+%M#m;t6;DIu*CC%^phAH0l|w=L3jbSQe`v4Fu6WKnv-A}KU%v9T558hc z!~o#N)z{QB>e+%qF^JSRu)Mkhn>HL636>aaS3t2)}KKBXSTjv7~eT7BjcYIkXitA<_m zn5!Ol)f2AztV>ZBUuvfrE)}~}?b1mu&2#A#m*%@v;;PTNG}EQUE|t1;j!S2{>hrFe z#`)?CE=63L;L`0b-Qm)mF5TtQ`(3)*rF&fZfJ?hvy4R)Gy7WPpKIGDOG_*A?HMz9j zr426K=h8zi-S3JMU2(B1E^)<4uGpr5x4ELn6@PHWc31q>6~{PJyyD6VmwxTab6xdC zSAEGB?2EJkOP@UG-&GJ`H2Sm5r`=##K+b;^(gTg)5$Q<&CcVt1AKIZ!Uex zmB^XxikK@WyDH+!Ij+K3wz}$RSA9kC2?O?TzJfmD(e&lhR(7$`QoVZRsq(1)t0Cb z1Mw#qA52r;{87fU+lm#4n(Um*oXeccx8Hw!{RZF><{9Q?=(eILaAn{tqusqI_It9s z>aAvXPo(zCU<}WeJ@qaz4;%aPP`YiY0(WC~-`_L!jl`U9SUKy<;GB*xqsUMSeB(74 z#ux4k1Z|l(R6(6#wh_gFyYHLbScXcwQmM#D6GkMjM`k@~x5=vzCyHThVIV`l#6~MJ z?NDX?MTrTOuidASA|c6>)CV8!hh&Mi^Oo!Xh+baY?v0?na(<$@zg17A%iXq5<&XY) z=cR9CQyNKk{NS)a%i? zrvhek=Np(KzCqRt^u)*x3LY+ca6F7+j5scN7{}!uFpUXZ*}<^Jq{fs+RbyJ?YEFel NS)-zHO~cl>{u52U3FrU- diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentException.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentException.class deleted file mode 100644 index 0866800a6fcb8027b63f1e51969691ad2ae73b79..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1571 zcma)7TW=dh6#iyyubpkuI1X(?dcmZjZ7%J);a(S{G*GdU6Dkq~p}a6z5B7N1JJ!zF zv@a+>173OJl_yXiP}E0$6yl7%Nj4BwwY4*6&Yts~>zw`jpO=3D_za&jta9l`N_BkR z5sA@$s8TVZ{mo$0^1gf?ih+?TDT6W0_xOnWF;6;v?nQyYeJm4cEaJV^nar+9WzuQp zID6ex{m2hv(OlVQxZP4|$L|Sqm~xqDpC^ej+*;HAjxsyLIBqg5zfOuo#&8VfL8=J2 zU%?c^tw@o!=z4DRh`!}rykW=1#=Y3S#o4DQjzc{a9b(~ zxp~S%qtX{;%rji;^GHnC-%8UZN*hi!V)!}lUxuIeni8g>;ot(NbCo!! zxc6cpE)YM+$!CdJ$+0qsEgr|a(un3XuHdSNw{UIN#R9{fyrU;+%jstR@we7#UKXkFA=Ux*+0FgD{V zr9)fAZJtIVr8f8A*m&kn^r%$4%?&4So&KmmaXWTlb^!y6i2q#LQ-i4XLxyL^M>jlY z!8v`7k36S(*&A;KqDR~L?tHrxj5Io~@^uGidZVbN(6YhJ~vmKKW(tl_@;)h$-a z)yk{iT)H1ld*ggAPOtMgiCKtwCb@QLG9~WYDM7Q~zZ2p?WTwnOB(Mfhw?E#Wpve@gU>HB=^op#oH`(Pg5o(FOsO zXrH}V`so*x*!JogS$uC|@e#c!fX0S3?PjnAH0k8vLp-KEAnqMPxO;#?fO`Q}0<2<< tcB}`uj|T@}8a^5a@HFZg4>dM4rZnEySQ@V-4Oim>`W%4VqioVs`xoh*pdJ7K diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt$AIAgent$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt$AIAgent$1.class deleted file mode 100644 index 58b96ed166da3f240fb2cb1f83ae2065d16bd98a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1764 zcmb7EZEqVz5Prr^Y{zk%7idc;1WH01C$w7^%G(9Eu1Ta*gQ=Pj3Gr!j**F`YccZ&? zl>Vy%5=9`Pe&$CZW}S1B6cejoX6EL0o@aLF6YSFQ_Eo566mx{ckd}u;G1=-C|}f)`}oPx^W zVv+A}_$y3)$m_C06&6iJ%j74Z%qD`u!w1`>4 zm1ti@otAa2UK~G>iR>yqNVv5$q!yg!&_JfRe}Hn$qB<{IJBpw0SCQNf3}F@X>85g~V2Bg_uV zr?eVzV{-XDe%Z%dnqX^*Ff%~=PC2UU1QywpFpMASanAp^9)8Apt zvuS%tq}H{^ntR&gN_Ew?PBnu!jImDkHzaD@isRg4yjL;jdz1TXjBVagELZt!fiS$=Zj^_yJ;%4+t1C$GW&OJM%lP`H&pyEDL;~Krj2@S5J;);d~g= zcn37yV4%4S=wSv_SzdXG>%ZasU$F4}92(A{RbHW0u!xTtrG%TW?s2Wp2u%Ko+>bAC z>sM5LYJ4#~U^&abuj4Cx&GbHduztvL44>f(G}y`^k4JqSpviik36|Nn@)PnQJ_&I< N#2ttbcTo#*?_c}P*ggON diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentKt.class deleted file mode 100644 index b1bb4f5c90984f6ff26762eca07b09a56e2789c9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 10621 zcmds633waFb^d2bVwcMcf<#52FIhrjiWCKq)?t&hYKfFAS`?*_v>H`uYlvJ@D}n%n zT`-dCDykD7N!&PW)F#f=G`-TMN2<0GW7Q5#=d$BAJ<~(Y?Ko|d*lBaLP1>aY%$ZNIBS2!u~0XOr<%GCdhTcv15g2V9oXWT-5lXl{J{Zdy?@SQVda;}}WoOoX*%|b3IyY_4vTs~8ez%#w0-KFh2FE?3l z$KVR=foOIg{0>6w%cQy|o9r)_tqKvnCe!}X{~gNZsc3M9&rbg646UY?|mu)wy~vNB(3 zT#q+z#6&Gt3tYRh1?gxe({_3`Gi3?f)LN>8(v~vPuE$HTt`2Jv6<8g!V-vCEwk!q& zYL2BcV^ad_1B0k!)&h00u?%HuNh>ZIP|3~(bRS_tv=?MHlO+*1Zk@Eoa&9IYpU#Y1 zsrVt)y2o$qDJx-x;5ZR$yQc#1j=0&RYfYY7X~bA2Jz-AY9kYfoG8J}Jhay@GG(B=*ahoVPGvSUo~4_70?Ha&8%i za4_eV|3FU>P=0X)+&ijx>KXM|pl`@eSn64Sa3sF6gY*JGY_FAcb6G3!jR6wwpx59! zuRv#|!eQj_^bnY|f!I>u+jPX)bTSnmNK4yu>@i2j%LJOoj$30>Lm77{mr5N^-m#n2YtKYD70ST5fh@cH6^;)eqRe)QRG z;%4+w+bR|Wt{GeMIKCno33TNLlq$c1b7u5jVNgYHArL7w4S|BID`udKmljx8$x#=@ zukrz}lSx^VFQnMGHIdAvTp?a`H~T|kQN@t;vgIprlN4##hiNWnkH_!eL&rgZ+CJt4 z$+XHVt`3l#?-I*@?WxDhFjm;89k#Jsm$?2`Qz9T3}o)Fjo~zl28KpPcMbLJ z5xA}b#Qg50oWgW1rofzWZF$N%W&}FQajJwIWN!Q2SOCaQ9Sj}uva72&MzP}7!a;6n zC@$T_k^ZZN2p2rf75T}33enYqQ2 z>2$_b36~T1lS=k7g6)@qyIG^5Dl0W`n)!jFaDGVb$PAnj*ispqIyk|sxV67{i|h3vpx=Nu zns_}P6j)WzF*9mw(#q<1lS(g(2l}7X$TypK2y+6TEY7Tb%0jVaUqYr3M-3^ zFqfZB7Gip(e$t)y9naWf<@TgYkZT9KhJG(4VK&bkKR3pmw3kr($=+K`+>f&iSH)|~ zN9uy8{H8E|i8=_pYbrT?Y&;q36zD4+USZYaPOyF7owHNpR+g!NADYz;svd8{!zMJm zy(xru2y~XXkjqgB<6Qz93QT)PBlP}~%>$O3oJdLmoYL{j+~sh;6f_7tUAzE)97i0_ zjPGN1kg}ZEU?ww_n)N10hK zhlF5zwmhc@+AAKIte9x}a4K+33B4b`W8$~*y8`cD!Olt`Ssbd%$5by8`u^^K?KnIy zlDKsU!C5QoFnOg4yu+v$1liv=@mhRfi7WJUs^i?!d?oJ$hP^E?r`GXD%y?bygr&FK zRIH-DRMK$@m|VJTuE%*?F!9HjXSy0#LvbpxWZAxh;EMetG#!sHe5k{Mm^~|S^>RZf zmMgKz{88=ydD~>oP}&zI7CH zPz34a&a8CJ{~t-%isoL*qOT7I^cySd&hIp0%d=bGL~YBF@P0xdD(yIB4d?RKTR?iM zAo|j|Rm_riB1|m{&M+ThD)Uo8uJ!l`K5F8__?Q3;JXso#cv7`%C60pdwd^=A?-BiI z^a(sIqtTzzhyGa@PcyO<_J=Du&A*61;4kZOJx<=u4QYnH zZ}FaevJ^I27Vj0|+LlJuvrawh6Xu4HBv`jjupq+q>qJ*5+|Z&W8oMIlre&SO{I-hU zB3*`|g;%q*MwOabTB}MgVQF1g)G))*meq>6tJL%AL`%TVeZ~{>f{R&vD9=q|jq0=} zVRC|NNTQMNYx%yeXreWo(q|~&Kdip5XHSoj>si{M+BUKjQ>6lPFI8<((y74Q;ys#f z))60Bp9mzq8Jopi$n-R^*OnZuDW?_&aG&zwGP8zvXELtCtaQfPojB-Z6@>rx~1(RYL8q*-H{7uTEMCcSkwMNv{c~({H%#uK0`Dv4LgL%@_G)_ z5XDuvnr{-oHMo{6yom3BGs9cU$}Bj%anXCK|ec{sNa>yy;Jf z$9adfh+gpo`o)K_M|=c(#Yb_Q_!#zykK=anBnHJ(7-GMdi%+N(4U@A3Io-n*>5@mp zu$OOH+Kk({c3IkjeQLeK>^q=DH;gXau7o>`t=Lb2%6{81h>$OXjp14xzz}7^wTn9` z11Zh3&3f24{V*ENVe~wH;yiw8h%I5Z)SbiFdDz|6tgrX#nFYM6yN2~!z546|PIiZ0 z6e(7TdU6*+b)>1ON$LGCn#uP(4Dl!;e7A_luz~M3@gZIs&hwgY0lWFmQkt`r`e{o2 zK1%(5O8o&!{q>ak8z}V$DfKr|>ThPhw-iY|TO{?fd8wbxOZ{wK>Syy(Kbx2O*}T-x zdQzuVGFL;jlJ>jMfJUxot}XJjG^O^)Yxvx(Y^_6CA1&_Zq^TL6;hDq^?Ce);4j=OF5nkMwE7Xek5J;8f3Ll{R)h^U|3P;h&Os@vzG{1ewAjcW z&f|mX(bf^ITfoK5Q6pL(HEFL!u)2%D=@4H*r}!Ff6weW0&(m5uRd3gu z>sH~62Ra2xgAD?5Ot@=%Ei0O=n2+GEfNs+h3vw`vQ&O5?$RFiLXmEhG%#Ib_uT(U&5Vy z+u~W?pj@Iu=ibI&`Br)->8Z@N$lube&*2{no>2-oB%W1DulIW4Q}{G{w}5ALK84#z zL8`Z@J@Q$Jn6~ry(h@Rq7ZeiTK%MxeBDL1*j%R5D^4EmV;LB>NCf2&?Oux$;=>H-t z9rZoR>!v$-p%=yXcv$)UP^}Pj61&k1k;li+;wnMiw&CYDa8;O6y zvnQ{fOgI?g(H~`ew_CLd2RzKj`^@ux&inrSb^IN`Q+N!kTzW078y;^6WsMi;NThdf z*Jwv^BubFl3)dCG9hYp*g?2 z!|<`^&kb}O*3_(Z>-21zu2gPAc7<|PFAP`LU1LSZxO1$$=)MjGH)4Ubl#w+N5j}_q zlB(hEwfSMs=D)!A+%6Aekr?e|JZloox@^R0W_jcoW)66ldm&d1PpYnN32)0rWN<~R zfZJ6bSRH-H;T*$6o3}&?zm>L0H)A=~k>S%^^^}!$VVkam#O#z^uE!A zRV-1LTx57Rn9AuGx0{iE&-X)7@vALuL#e!jZksAc-J*Ety%cpGhqhOnC{Aj(&ZCxy zD&?IK3}d{2AzY#+uuVyITdSVgMgP^270Qgh|8(mzFrVS#pHQi^yv8jjzSHhzC}Stt zSh9h*Ey53FA}!Ia_K@N6$x*4`Ogg=Fa#V1N`GS+r#z(X2~0nCo5yL^1lJV6J=Wf diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$WhenMappings.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$WhenMappings.class deleted file mode 100644 index dafbd3a7343e1f340e5e909fb197249fa11124ae..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 896 zcma)3(M}UV6g|_HZmEm5T2xSrLeWx%1u?#$#)cHKVJX@LeBgl$+esO^oguqZH2#p! zYGRBre1IRN-lYb7X~N6B_spDoXU;vpe*ZWH@Dk4$UUTVmweC2)Bb14qKu2OwJ9W37 zocXeM917n=+=z}8@rJ3qI}~b@A0JEAi7haO!Vy2=PRLcq**Z89fw7Qg$h`4Dk{HETjdtSq{ zace-o%`on}&2_J_-`Z*JUp#DMa=^I5P^vUkzvsV~COG`J*2*G7YLABBLwOV_Oj#&1 z6uquCv{GkN7~bZFuMn$uk|r}#Nnl9;1M4OQIgt7wlZu8d4`0$ypDjFQu>UukEF8jK z=o*I1s%{I0G2if@OG>u+K}gtkl@ifv$m2NiEbr@n6o@sM+)cFl%E+GBm9ZppT`6t2 zky^!tCDNTq^b{tNHJmBSVFX!H=n(pdG%(na-z)GqZ=Zi;9a`7Z35sMHO={YJUM_EYhC< diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$1.class deleted file mode 100644 index f2c92a4a7a582f5d6b8da6e96b77b6bdda47beaf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3281 zcmb_eYf}?f7=F$M2!uqURjbr$s!_tltaxc{NwE;1rgE_auu7}lB!{qMvzul&2))es zd-}ca*R+e4T&&r1PN6Zg9UqO41|bCgnk_k= zW!ehMsd=U?U43J-tedtctF~e3*_vCCc45{i=L*JHW3^hcRDaD5<4c!QvkeU^ zRi|9>^s;naDyz@c`}mUMSn;%BSxuytbJLDZ1!{%@O5U7VOEk>hN7=E#6@l78t7uZgJ8va^ zG+mt=Ph<{OFN|*VhR}(yK!>+(x&jMtSsQ`gc%DJGq>7(F>>#ZKBBs6Rl%$_x0v8f{ z<2$%_NFdn;`=zX%lDS%OPI^Yc@C;^%SQF^qr$&+`j|(h*CO>*cPS1&$Y`mtI(0SYFD^Pd~^mXKzo> zPfbq=98I)wOc*hI5W*Rp73j2#oK!|-!ieL14>Vj5=<|VjHwrt9OBfA7 z$7O*tFX}#HS+ZzYS&wWsy_J_0m03Yt70~nKkeKJh2CB5AEC*saxyI1M2I?s_5PN8P z>#=6NcH_fW%pylpLspO~jq4#?!^Z-_xPr5o4@cUiU01#;sfxf-8wa&X$yP!e8$4)% zz}lO`riRD@2Oy^!^ULHjvWBv_C&YyK>;(}vJ>}}HS_d)7RN6GG8m;cC`&Qt7qRAcq zm*=Vci+KB#F5tbr1NON{+8i6^B|EO%a+6f%=eP1$5MKy%XXdj@6Z7e5verxP3}Y5^ zJ-CJWFpl6Iwg0w&Rv8r-`tM#+JDB^|+aLKGybOBXE_>xIZS}NT#>ld@j`= zO4}@n5=fTk8XI5Z#2|P*oPPbnAS%3P)nkX9dhV!>&o9L*4ykL!sG3I3l1r))=*gNz z+wgX|H$t|{m*$L$Ki4q_2MebaW{a+EU|!F8uV#?3ml zYF^Hm3i~8qex6yDE2eAmunF6CNT=%AM$XmvA|UJWgSsTxcJd=TaK@vgBR~lV4s{Mc zMdTNXeCV(}ULVFG^zn}i5XE86ZBo_{qRd+0zXGZGAo??$yEF6~27XpMfcNX&ZhLh2 z87_7_!ibo$- z`DWdq%);?8CwSeu6E})QWO*ity3~UEd31uf%f7pA__&dw;T_x=p{7r8_f^nH6Es3l zWiAjQXo|{pVw->cgi)abPQbx;sCM<>4kZ^S@jXX7uz|8~SO7n8L}OHcWPhL1QAYHb z%Yk=S6@qF`s-|Bx@41ZbDVG7f$HP`v5y;@{48F;5>w^rwg^@uH`BgrqP=H)Thl@2A KMHlNXvi}0K7M08Z diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$2.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$2.class deleted file mode 100644 index 88564c57dfa03ef98b03f44ec6c73e736b0cbfad..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3230 zcmb_e?Q;`F9DerFHf@^HPyqoEA_SVgkb?q>HWvFTk-lKl7NH7Wl5KkJ=*cEj4TOviGI=7i@t(sD<~Mw`aey6RbO>~$ZP!*~0vD2Xvky>qbYMlGde|zORQJw1i62eZ z=O&Vw!_|wT6WtNCBP!6Q)@@&4;T>xu(4ELL=#JF!6Nn$Cl|YZ}Zh4zBNHKv+$^G#i z*gqtYYJvS))=tS>wKyl0Rj`!B3=wMrrw^!+)TZJBho8-lo)Oeul=$WMN-m{KE>#Oz zN|#(sP8|UEZzU%%us>Bmy?u=zS z)ru52-YO0&Q4C@zf&mN*T-4Z#yVp+LL_HtarVzqqu^r5ttYe zIQOdVGmayRmXlRvv+3=;EbGh)C(6v!3}&W5Kd?~hxyRgD(yP*6-iYDmRdNdMM^dk+UUSx3k25Q z9yUEl7B~bsU7uejpOH1R#a$65#22rKu;D4+Y}PuA38vDPb7vH@nCrqF z%tz6O_w@d|0!I0&z~F!PlHS4Gzu77Q_W7rU?gGjB-Evq&!eGizV@7NGjlj{mHBD@3 zl(s^Aa~Qf2x&e7)Qwt#~x@~Le3Z(*#Jiq%S8rgjkF=E|&-AN<1`{cB7MT~UB4ECYh z5xtVeb*C-Yb9YK!)#s&3NW*5KU90Q;7I$J8Wa{HBA2tHl$&3eM@{MGxoyK#i_E6ek zNo;~-dA7c>wG+eO&Cu0&!|*Dd zgSp;WKD6emrJSq;BhifO%F3i;`M%^8)I06w9Zy@xu&jFp(rDJJR`PPj*4U@`oKtp5 zuGqfK!^U0LBS-4D7>U&2HBTzz2hIF!+xfBNIr9T06Cp}Kc(8rwIeLDkC{SU0qBe{p z=;c2yKnzDY=TkNiq09v5e+^O%K+G4oaBuKe^#7!H03X)6z4qA93tVn{foo4+;>P{H zPoCqmKR6MBV%rAeOebN$<3jvR@$Q6?xxrQ-OB5MRarp+<}vu;slH3XOw0cLD)X!sd2yD)yi!ZUpRCT^^O z8^a>9d$=(yHQ|048z=5EXSBO+1-LzfL%X;)OiiER{+pmZ4bUEf)|BlbXqw8kV~a3- zlyvBTleh;DWt_re{%gYqN`XNkY;(k5GY%SS~nl~L_Om( ra1VIM>MBARe4D{{8E$=)!S}E-$RWSVmk|n(t7!AF=A-Ci-ADEx91@9C diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$3.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$3.class deleted file mode 100644 index 3d7f66e545ac5e4ef5a9117ada759596139529f2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3230 zcmb_eYf}?f7=F$M2!tS!s#R+>)hHog)@y4^isf2UxmW^NrPXf2AuMcm)9eXCKlyw5 z$#y#8)R~s)$Ns2JpF=h=N+@;e?CjZh&*eGq^*QISzkmB3z~}f;V8*h|4bLl@R#Cdj zHw#`x)?{-uJF5F~cB$;hoT^w#7H#R@RSDmAi;kSHx-;HNePlavHE}%*A@Jw)hNm3c z)mUCt*{<}>_05uLyGmAE%Q16RzbxIAX{(f9v4-oj^_11BTTr&=`sP$1UCT_@H7r-W zQdyZL>HAdHoT+^iqrPwZ%5qf$scGMF&!qxYOM_-EPp?~>mg!h-(H!$UM_TUi$Z%8V zTz*{^6#E2*-o}P7+62x9D-N(Dj1Ga0jP2TLMBqZQZuSAn4i78|R1cd)lj`1iC-I}{ zdf!Acd$@X0bfPi*)SB%J%)Mi61iBLi2HlZ5egg5sv=ZpC-A!*p1}P?RDY-ws z1N*xK(k-xG%i0N4ol1tY@ zmewU#lhX&l{aeWi4D3%;mRiMjeY@bB*@k#mg>hEkL{X~ox%s)ph3xF)Lz$Jm+VEcLLR~@A{NeUcMYZdRwoI7RN zPPHNhj<<@#QWPl+MlgUOfs6aic+LM~-WF*mjI=-`?`;JIOnZ_KoAs_2b`)1|H3AdY z1kSyx`>f;0qUGci*=%yFAj>+l!nh$|7A(h!D=*$(p(Q2RAJ5BGh9=%$OR4_&6I-pt z8}-_WkKZth97zpXLAo?F~(Hdw45rf?x^`z;8C){9sif- zsr;*W2b3`xrNc$@kz4QYwnC<8Z%wE zi`gjp@Sa|OPrxW&6-fPeFXu25Q`k>_`xMkBjVBSx%y?{m_K?LIwiToKngVg|pV zI}tsT#&u^b*K@Z^Ue)KJN=UEiX0#H^__!WAct&nWwWBI=15!5^B793Ao$gr$=E2Pn!SFIG}l&!H(@j9pM zl3cQVo12Zgu1Aj4cQF#F!DF6O#uu9T*|zg#$#difN+v>-fN-jPa0fj{Z0nxS&-*yLXy zB^^58B<{mQ8K>}se{EPtDKIF6E%q3U<~F~NC>>)YkNfO+e_5~8%_-fS*3Ab#QP21c r+(T}%yo^v5-)8Y$mP;RJ@ja|8@+d6xW`q^UWwiNN^-=V(<|FqHPtl29 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$4.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunModeStrategy$1$4.class deleted file mode 100644 index 324074b03be04de7f058aa4fd1ea834084c309cc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3281 zcmb_eYf}?f7=F$M2!tTfs#V%*s!>9~tk>3-6w4)GDi=!ttF+opatKQ{yJ>cV(94X! zr=M)6qfVV^nSSh#>hw8e6QcyFQ$OrE@1DzZ-s^MD-~asn2Y}D;lfax|>Ltf1>PAu8 zo~!4bs;tZUcxGIUWzBNMl3A~6c(Q0p_m&rPO}l8x#hN|m6dE(zu}iV5K?s4rW=oD| znYO}mYMyCJSKrty>!$6=s%=<$w&qr(U6?h>xq>m;Sgn?<)$F`yI<~7%`_kpqY(v9J z)hSmzy)0dq%Ib6VKDOjIR&3I+tR_;+xs#4f1!{%@O5U1TjW^8RN7>P#6@l78t7uZgJ8va^ zG+mt=i)Rj2FN|*VhR}(yK!>+(x&jMtSsQ`gSe`+*q>7(F^dPMS`b>M%DM>%Y1kT6z z#&>A%kU+8x_DfkiC3Cgnob-%>;Tg;ju_iFEPmLr?9v4{rOn&r?p!TB7FTY!INmX*m zddQNhC&fZSX zPo<{>j>g+KCX6UP4B<4+2y|LTPAa1^VZ?B*2O7=`^!vvzO1EZt>X5j=A#c6vJY2A+ z4b!SsrNFUvaaai>f#DE_Fd}enuNg1-f5O=!?F5k&2<4nDzkq2^{9dcxjlvG&A})oX zVpELk+HtVcFWZ{=l0WmXVZ1@t^QBmVkWN}GmNqt#t?-wNE1H@V~g z@;sG)5pSQ;1-!R+z&;mAn`6VgWXF_SZj#FU{8kSu0V=v>D(NDn0*ySg^C%qJc@)wjy}R8BEwb}yK)Wa|cSSVz zftw+4BN4{%TCSZrAkQ6WT9PY==}zFVi08NV{IQc0$0h5`(yHrWP01p=TiNl zw9S$zfn<5MvGFxd41(9gsn;(IqQZMtJ$Bfs=Z@<5{8GH)kh)fks%hjbxuhC_o~&84 z4R4ow`^a|r(wtH8=lW;)CY!I7bF%7>gfq4+tCN=Dx{|k5f7;Glj&cSgxb76lxLK!G z&C6+1VV~s7&oj$%#dJ*`Hg4Mv=~O-2$hjI{1Y|vaP?rSTPJUzu&Uln`1SkQ)MCb5R z^!-AS4;{A0>%%yNe*SR*A~?*sP0AWVlvxY>S0FVXM1O{}cM`v0@MpCH_@LhHwnvAb z;X=nVTzUK)*X|zq_$fa9lM?|vWZMDl{cdbgI>eCxW_ZobP}`XnRdipKC@mO8ibo$- zSeO6E}iIWO*ity3~R@6B#G&vhS`NK5k!Pcn5bzsOb~jeHFB?3ED?c zWiHT1&=i&H#5Vs12%|y=oPdMxQ0?l$9ZD`v;(LyEU;|~}umFDGh{mY?$o@X1qm1Y= zmjmyvDg@P>RLy{D-g6n<_gx0?9uHexMIeK(Gx#RMtq(Hz7Dfg+mQ`jzAW diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$1.class deleted file mode 100644 index d0087ebeeefc7b814f7b2d22a0dfc82a638b318a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3380 zcmcImT~`}L7=C6G2!v2lY-@|PjW#WxWudiNB~tmcu>mRpYKvMoVF(MG-I(1_&}zBz z$9Ppep0>xHqg;FM-|_fNvI!Idv>tmgv+vHwGwE80+fWqO(5&Bf+8=rF=D?UcmhK6h4yHpu- zZ0b}p)H#XE6?Dt6bNVRvNyApV%14$5XELiY>v2q=?^VnSAt-Rp-*JFxAv6j!CQRG( zh6OHkRXuTlvP0bq0uPT`MU$%j`9C8|52)kgUCE=hjGzfEVKg8j5cF0|S771wC?(Jm z&oT)tsiG+mJ4!i$R?}X0)})_<0++h>N4tCfkU)PO>=)8{TxLqSDd`zYhG#He#Iiug z0kzb>=5c|=X0p*ig4&BbTee)9{i-zkD*^0RrCE{t4}g1#(iG_4pT8{0qG`Kk*42|W z@s=0DIe}9->5a|I&dkpxrzh^G=hL?*rpG771x|F;@lOOXyc5QGyerUP85yZ;OGXgK z#b#)@B+%v`KP%mm<*7ru1de$tMd!hcJ!zO$sVD_b)(gi%1U={tqZ@q!7x$a-LKsG! z4YE`S{Q}{Pv*A}Y?diI=TkmSMM=*fFFmzlIIKNZ(Niti`u+kpMZ(<`W3o5}vcuzpj zl3HS(6YDI}lDzDUW#lp=6zi;HR%h%1$uU+d;wHSm$1GARHDo=hLb)EsHGC)#iYqva zY0+LU`x>)FNmZB}bsSVDGk3GxQ1?*_1eRYNHqk>)I089Qou4PkkwcWl&0!|QCp+v| z^OURa);feyrqa4$m1uQi#kT_EzMi%F;3$fxiaSyD*<9eKy)cOyLA|zHrH&#I-o?Yp z9XH8jeqJk2h47g`Q*t^zH!?joLDG7`jS-|U)r?!1j-VZHsQtGEw8Ef3v|{XzchopD z`+B|b?(<6>4Oyb)Wi`YQn6?v`RHuF+aJ;J7F5=Vj>j6G9G}Q^!fn2brgaFmqFqJew zX^9H=ZEr=x+go8R+EV$%!rEyqy1mt*4Tvj|sMgWc9&FbJf&+n@VYP?Gv?L7Mu{ZNh z$>qICaLr`d^t^lo1+M;wJ2He-fwPA_fdsB8k~tWguPVNjY7eZ+(`u7dVS(I#p}O&q z6b!*(P zn3a>J!al>7rDx{lg6Wz(Y{a%5@~?UilB6|0C`glRP`3*E1~$?OXC6?}5ugNwdK!A4 zqV*Sw0vqg4Rfcg4ZT#Z`L~)#Ro0K(#DYJ<9uRuyZi2e*0?)3bI&Y#r|;O)w%+@I)u zhReZcxcc}xuH9|_;3+=(lM?}a$36({Y!kkxbc`bbY87L<$hM=3?yC}`1w%;i=;Mk9 zd^?8A`+&%EXm|UbVq_a*kBL_?CdOIL)r^T?yo{j6lv$c@)(y(6QXg~F$Bg#$_B}yz z8``g!d4kXP;znz@QOqLEGeOk3UAUh{M~FM`yX%IJ+uGB+jXQnR^a<|n1#PW?wh~mC z3$zk6LFF3okbfP7QK17)qktmZ#%4yMfOVX~4;&3*4YqGs06%g>V^kmUYfw7Dh@Nyg z@aCdIP~92Tb*Szwm(e}zGJyAZ*y17rNqm{aS4n)0`$>EQBZ&;Mi+qG(333q)E|y*7 JT&$FP^Iw8UwG;pV diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$2.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$2.class deleted file mode 100644 index ea10a9402394cf0777bb38942349611a869c54a4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3329 zcmcImT~`}L7=C601VSh&wzb7-qfN_aS)f*{L~6>1jSWx-!}cVTZU^`mb6ki(=z?- z#7JT^3?cA$X2bC<(^im9**9(J>Fb+C-L!q_+J>cP%U(&^D;cAhTQSCJtJRX#vYq!$ z$M*E;KpIVE){RX=Cyu3OOwUgaWNMn1T&Gy_^`i7V8llfrzloIRah+lNW8-!3J*rGN zHgzf+>YU`ID!OIZ1^v3?Skkc7uF8>>!MWVJ%qt{;!B;UWj3$A1f*psL7DkIeOVYGW ze_Y^vZ_N{jC_C1-B=F#&9;zubb&|%t}&V~$fP~c+k!D#m#91<96fc;!rPs&`mFe80q#qbU0i&z!t zKBSh0HheCy*i1G$NKkuGWXo4db4ZouP&I%?UyQJMmM2lJOD>6*4@<~==K z7jODuyd!X`ApMEC`MJe~^z78V>|*xT)a>Ncq`-;Z2L6d6j&~zChxY`UEh8tDZRscy zxX=a-7X>X&2{e2+0%w;m0c-tvQapeqUgs!1brA3xNy*n=fZH^ z*&<7YF(eSlIa@(h)1KbDd-bkWdlbVMi9pAwz`5PJPm|dShL!b6ep6d{SyBlW#`^+# zo~#%5op_H+ONz25o|CJLP`sy_Sv~RlB*%EYh+FZ&KC?)v)R6V03gv19SMZTQIHBMy zrbSny>}$!plBzH{8aSvyX6|LVvA&}g2&}$3Y_gx6a0GI)Hor)cBZnx9+agSePj}g| z?kP{-t92OHnM#|6Ri@P~Ro@Cs271=-gQF;(D(*%#U~_?=_QNFW1ohf(l?IALc^8i> zcibS81$nJJ6~^ZRt?Ak9LTYwmilp_N8>7fzrVTeS8$}o1Q2TEQXr&Q>Sk>5F@2GKR z_SHt=J>ZuH8nQ$y%j$?>Fm0zWtxo+?;CM~5J;bLKH$!}8XsQ#c1G!*B2_dSpWh!Zy z(h3zG+<6#_>^zKUvG(dG9??!~v7LwA+OQan#4u8-9g>JIHzYjTxg9 z%ynk?f}1TDbJ7h)qG{Wf?u2D{p5)clIc4W9NBM<0u;#3gce75}&C6+1VV~i1(Km~7 z$@EMfma=V!q^cfyWL}N01aco6)K$U0nT;I58K07l5G5eo-#qXH9luZ%D6>CR9mX+q z@{bD;!*R}SQq~Zm%*x=u0x1U|`cs_0-TxbUepWkxx2vB@e`4S%E;T*HmQ?!b=m%03|a4BDN+ zCrIsJ;t}zx#>6?xxw1A~u|-huWj<{smV{kX9@ zZVdCt@=OqQVGr(Su@rF^19x2ua69@3c5r);nm)#z{h%Fn&<=tsbAb+mCaGLAw)xjZ zNretLjS^gVID_x`*Mtq&fk7esz!8nne88_k=>#Kr(&NCJ%W9|U&Zw?ib#Hk@J?k-W rcX`P2GD2y5mB!a;e1m&wdpvg< z1HemoUtrZR^&Q74>qc4Ho~sv~n)JtdI-6FsyjiJQGVj$4PnJ#TE_zAVw9A&fUbk}WA(go8py}jggawY;HL^QYKc$R6aEuFe&+S1jxcPqMSd$ML5mY%P>RcV)U zMx{_PW}BW-ixR(W1jGZ+lIJGydmg!|%oJ!TxE7Emoy1wN9C)2LWb%yQDUTUe-W`Nq;wCje_ZtlFlyJgsAo%j$G#nh14 zpsf_PWl?P;aPCpCh#)L*HsI)hM+ChBy>q5*dY1&ANj2f?pzG||y1*OVR?(u)D1Y*B zAOcE!GL`MFWej~d8AT6b0%32CZNOV(9;FM|aIy*85T!Cj( zN4-6Elq4{D%-)A`VO|#M zNk5+_RX+RU$qw5+L_Q0Q9gSb+F+<)pi>{t+4Hvx#&I&wHmR@G%`pVjBc6s5|{969n z!t(sWyuj(yG5Exgz-Oa)3Qr64SVloA+p;kv@wpSw@T|Zz1d4qy+lCt(tRd z#lB*gR=p+#9zV_<>oJUDB8oAb6A0y!Qv&g$E{b6ix)R3e{=+pRf(v9h$m%T1mr<}} z1Q)4hv=7hI-h=7PmQl;g*Xq(Pa>*A4@ffEM#ZA&`R6M20e5w`OUF%UhaP2~7W0=KU zl)Aq((2Glhm=k#VKp$VU?pIkAVVg$Lb834Lq?rMg1A@T6+wlwd$g$;=t{Qg9l5R5R zI6L)fdyNa~UK^r^7+3eI%_7_=i4Q;Ni)u zZ3a%eO@|!W2I51}vmF__*w@Y&98&F220o2p87omN;hMlx2LY9(?PbHtd+Y}mZWm=$ zmCp#S3+P3HpYWW-XpMPVk)w%%++_VpjQZG*CT_7`NVJZqKCFHuX#>e)OxixIN0G-3 z0nH?mgTAe;lbkg&l2l?8%&#A$(a|>M;k$!w2mWk3NC9pF5B@j84;q}VmEaS0CdX*6 zU_PNr$2V9Df}mMrOA*001^Tkf`PKAtW`PG^Gh@^w)1!dm2^c8F5XWPRpU0I}ofde$ zRnH#D5sI5tR;$hkq?#>AHyk41IT2MSjcWL8#=+s!r4`0DoG2=&GGu~wPhh;IXg4v8 zw3pk{IB?{+*~c*dNuN)cj#W4F~t{jA&D0T$|D^ z#0EnneerNyo9dYgUyUkWI`ZV4VLSF-#i_gOPAO!jv(X*fk_dhxaOUIg8UoLyUKwk7 z@+hE;3SLQ?7Xt=_y2I=-fPaRc6VIkn$A>@!?+Bb|T?p8ZW}Fh+jCjsrp<6dfgCSC%k@e@)&fc_YumDxu?*LhY~ThK?4so;Oa0@P zVV!sCwW7RYs=bGK)AG!UTsK{l!qT?wu=uL`5$ob*$MIYmR`pq3Ows*4ggnB3s2&O! zglcd2)x(Dw&zWCvq$AW=6B+NFxQA1JCQ0Czd_Uon(T@Rsfm;n?h;zTZ{6QratjGK6+q3~j$FuO@? z&^qRT$_LIVMc24m*+2XM+RgL#@al`<;qbY?VR|_H7s$IPf51uK{&5QC!j}ER*n-J9 zMcWR94P%GfhXPE#juF*`ag7pnf&XfC-}qg;MoZPsTEmRq2HjUb=C45wE-^?`RgV;gQ4+>ee4pjne+R&eHX8PRK=l|ibGUUSxhFXs5kH!qKeALz4$HZane*o08g?Q zzKi#0%XYegT z`^E-BS$sQ-?_}{^+{xm5_GiSx==?YAkCOOP0*~uHnmqDZN{M!ZYoHCFjca9n)XEZMcSINh_5zEz{ph zTufXELkRqxS$BNPv=yXN_Dx%Q`r1ZOH*H_KwqfbnvR9J!a>gj;mW|QcYPDpgZ0CK` zu|0h%kS--NYsQA56UWjsrspRIGBwRhu2U@edQo~FjnJp7-$csuxX!Ts(d%{aU8;;b zHgzf+>YU_-D!OIZ1%1qMENR$kSLMjc;B0P9<`t5_;Om$bMw7sM!Hxq=3!_D#C288G ze_h~gZ_N`2C_CD>DDd#GRWzyQpZ_zm^nf}((VIS8%P3mW9zipr0!{v^=?N^p8Knf; z6L}_qB~>&9;)f|G&|%se&bkb8P~d#;{%H5@9}*a9fc-*RPsm)kFfDy!+3*eKi&zop zKA@I{)_pFp*i1G$NKkuGWXo4db4ZouP&I%6*4@<~==K z7jOAtyeDv?ApP;#x!HyJ^vvY_>_YbT+ zY?7tI7!ru&oXw!BX;1IH-FnxmJ&Ivmj6laFfipXGpC+>v3@huC{3bW^vZN9$j4J|q zo~#%5op_H+ONz25o|7w#P`sy_Sv~OwB*%EYh+FaD9}$!plBzH{8aSvyX6|OW(Z0hL2&}w5Y_gx6a0qg;HoriUBZnx9+agSePj}d{ z?kP{-t#ueZ!C@3n6?dW7fzx(&B56Ga!^Qu}WUXr+q+v8u5<-cjSs z>}!p}yU#BTG-QcZmemo%VA@V%N}c+pz|op!yNFLKZiM*E&{QW>2Xeu>5<*mG(^S$h zrDZBSxcw*=*?tt!V(ryWJffY{V%v|pwPA578q>O4yPCSR;ilox&4}7VW7?C3?busI zr|j|GB)Dd>Z2Dh4f&!QS!yOsMn!xFoJ%I$SDv~)Eo3ARqleFhARbheL-&@;w zSPF*WuzX&=I*jiG+Ujp1-o)e1GApSo4c9bsmYi1|*JaIuZTJ-i?jYyo*QbqA zFxQ#k3vQ-d%t<#GiKcB^y5pANd6HLG=cJvt9OW10z^b!M-px8?H!r75g?)<8Mc*vS zMbk5RSjx5?lB#;-k$E+~63BgQP*(-}W;SvJXM9RJLX?1TfAhdobo@e5pv?Y6br?s` z$v-YY3`aS)L0LnDGAo1s3Zxu>=+AKWPXBM{`C07%-mQKr{jq^(xX|0A?!b=gm3=_;IkdZj zPm$Wj_+#Q#jfr!Xb9G~)n5ZDAF=dt(n013POE1723ov8-1A|YH-iG!oW}o1Ty|}SD zZVYqC@=OqQei!a%u@rF^0(adAa69@3wsB{Wnm)nZy`UX+&<=tsbAb+mCaGLAw)odY zNretLi4t6RIEC-|*MxQ0fk7esz!8nne8{gs=@=t<+~dI8OKPX;PN}Y2b?JQO^vR(kVa%!{Zq diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$5.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$5.class deleted file mode 100644 index d1c58cb92060fdd111cb7a1717324014d8f8f34f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4255 zcmcIn`&S#s75-)=5SC>gijxNFI%=W@0X7T9PLn{~$^zF40$dAl9onWVX%GvmT}8XX zCQTdnk@Wq3H~&F@N_$${C+=zaxu<_qPruQwga|0Ib6TCVtJynq=id9>$K3hXe?IsJ zfLHLIz^Y;DJC0M>5uhvHmzuRvr@HW-m4j&ESu6@^pdV=mo0gtZr?P$ zt?Ne3uq~uh$(n6gdcN*frCrJy zl|spwZLU^JHtTlLGacL2uLh%;xm;&Oiw?KE<24n|_@7q{SI*|Pja@^hbW6{ft~WQ) z+NN4_DpgOfNY|z5`jY>jOuH`E8MZfjxusH@0cvm4t{Y0bx%2++mSLB5;zLjrQ$u2d zwo=%ZMYWN@xyQjGg0R5ZfTIH*5%dc5&Y8C9T^4vQ)r7BuuCrt70&jI&MTslQ>MM^?8qQ+1)fhG z_4e3NlECCKdmqY$d0D8Jm!xNu49{S^h)sc!4v0_gcwAudG5HW6LG49_PqC5DlPaGl z{d}HO`RtD;J8bs|`7AJYG=7=K40+cqx_Y)XT=XJ1EAUiVdYP3QD{HIS<%QStYx(O7 z%kvBK0;f~Q;1fdvpN`@gJS)&+83n0q%f^tzXHG!F^8y2b_#4u#Tb>e<66p7~YR>Hy z`>J7D^_moT@;G;_$1skGD8_J3Ae2i^3B-@OD27SsN*Jg657&$cE|BFQtFtU$M!}L1 zT%?-OKDr}Bn!MMLjq`|nm1Ut7`8?!;Qz_%L#wr$bjO%U3v{xM;jbuq~8jMqczqcdW z44ihG4mq+7#7ClMJ2G^!ubnYCq}rhjd>X?tR-#zKb%AFN0xC<}%Z8Qr*bgk+DaxuU zpAp;;(2E2=;W>%X8uPRwM-v6P$@-HR^|2pK+-AR!XdO{~Sp87a29n2^w0&5QB9EH_ znn@%FeOp^6IcsDjsl+Il-#kd8qixKicL&`L{MmMp0^9^1{%?dIG&o%=!N=@Oj?rGh zd_t9uud)^dL9@n|B7(08^ktXxtLf#;0uR1s#;8fAM*+nXFi?sijwcj9k1MS@E$~9C zo;{W$6gR7^R-F+@HCvEwI7Gm6BC1Xr)$rMjgTtpwD~xS8QB+W6$OP@4z<5j1Zekc| zuePUg;P|%O>qt2Uae<3X`yL0O2g`NM=74({I_(Wb<>Hl^1Q+L^&QpikaqdT@G5&S^l%tzfd1TLjs8*6#; zD4>iAUP+o40|tb;!|XADe}o?s&!$qxhd=~B6*$ql5U?N3I3>0j@tng#w{Fx-)dsAp z7uV&@vTb;cKI9Z@V{vE6s0MQbIbMF2>y?761(aCUwq-428LlhYzzra)6-qWgOYd4&H^Jrpnq z)!y){hYvHJGr!k51dnqu5q=pfA}G^Tj%fN^_RoL;d6h(^lb%7 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$6.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt$singleRunWithParallelAbility$1$6.class deleted file mode 100644 index ea0ec75db88e077322e04fb667efcde5a2ba1665..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3380 zcmcImT~`}L7=C6G2!v2lY-@|vMw^z;vb43eLZtF(V*^wI)E2dF!VnfVyD__=pjEl@ z$9Ppep0>xHqg;FM-|_fNvI!Idv>to0v+vH%JoA1&^ZxbE?|%UJ2wMVkhN-VPPEI#+ z()L_E>l9^0)<=>fYA$W&3zkfKMZ=RhQ@XdkxNF)uOU{<;yQa5t$0!<>C9RQ+X_?+; z{Brzy2twfR)SBa2rmY~Il4sh|)mPW^x@mi|Xd9NEF1ZD1FQtrpX2}?;u2xHyOLo>X z9oy9>ed$UfwQ8&zI&myLWx8IXH&xZVP;~MIPtQx&r4jm6uygt-_esN6yUItFCucINGV5_ppzl@83Lz-)j=$po(?VzzXiS*4 z=?x2<@2Yy@0A+`|7X%(1wTdQH{quiDmL5>Y$Geh8YZ*ZkTEb{RL?Gy`n6ALW>rqOe zC7xvxSW-n(Aa;~;0c%{waa}I@m9y^|;KGa#PYXmJH8ezKCUk zjst3`f6e0pi;u~N4ieN}8uwoUtbj(<&9Ez{z^yScsqpy>t$bKwkW9zlcSD<>SX3_mK*9mYJtG=tHUOG$O%UvC#wJFNpj>6WpQ(u3Gwj` zJJvkq>btcLVU($~ZdfH+-B|Ihz__nx?LIh);;G_JRDCuV_-QXpqDD}!?N+IyNQ8Is zuyV&OGMS&(%2OeHD$taiPS1@@k4=!YUT|XsDNHrvHl`zJ#~W(@9RaOySs+?5cE>wv zo|%24UU>KUrH+Oy(eknyVhBvz2~4U}KNmP&)od5>Y5Da4+YC(&LJc4ntSKQtbv8^T z4NzL5!hPFY(eUqo4x5$J|m0%OeAUBvN&cLt}A)VwN2Pr%TX?5x~w=$r0BF$ zDrV)Rsj$zmv-HfoTrgdehmF{_L;h9$AW2$dLqVG419hu#Y~VvW;h%?;bOa~?p`M1` zr)d3!qQC~nQ^~RUS|D zKEtKpGhBWA9M|r(fAAE8fAU8F-*OB>JKKcsC>`TW0E4_22dVAgE>(12l^87;LV`yh zS3Ka`FW_RIluj_B zCtXgwxu_7-a7GOsYIw_KbkDjB;C&vpxQIX!UnKEm5?|p#5?{keB7^KAn=mXvE~3H3 MvWuLHmGWr*3zX2cNdN!< diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentSimpleStrategiesKt.class deleted file mode 100644 index 67c115a52ff748e22cd2451df996ebe07500eb49..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 12636 zcmeHNd3+StegD4I?#^mhU|BFm0^7o@L5O1|A;}D!{)Knk@66dvxS~{!cM$-=so!5uiS|zZ?$mB+|`tf4U889huy1uvk zBq#Fu>>(|iH9EG>14S}2=A=iFP0M75z#Ene_x|1){>Tcs>X_ToNeZ^~<_n|g^SU`y z&@wqAt>togQ!_JpmizN&e=(aSlu{_>`tl=s4Ala6UdWr-OfG%?;&?ifGxb7F%cgsB zauy>qY$#YEaNF>hK77GJa7-&`<2nHaw$=N{umvAL*!EL#ti&o6ajX`&zr6U%>Nxet zn4as?CML)^DOw}2F4dhYjt@MMF^9*Tj#Q&S=xk3MYq72xN!&(pl%LB}wSwCzk$hn! zL&gQF>bDa`4Qf?vz(#>ho((;cF~=nD*{q)J8p>p80|Kq}XBJ^9aomABRfKRCW$R5K zRWf6!E%l2+ycu^(#9PR`quBnul-|LDmXo5Qy!4UoOT+qvvC}jRPAg_jfox@-)HB!o79lk1V4$b} z!QSq{<0tzE2f80V+1-Dlr>i%PM(n7j88pQaK~#!$kHFc*XuM(vcC2BL9y(~~j~Au< zv}_D*0__V*S?Xj!&ocZ`wVqJBdV3Y@6^Qlp51i=gKh!O-e;&m;8Y_#dBaU`-RAV3Z z3$!hcCIz&%z_BAnHa%3#WJmPE>;QYvZdP!ANxZk?p@M^DLfLWsoFfqh575}n$qD_T za{}A_vFlJ)Gi1+f;Pn zXcz7QOVLzX9h2PJZWG%7}QM@@;dVBkhOS?48 zK6+|~i}8%tzBAZsDh$4(rlZQjoa#7A{g3TD963XHP5 zD_LSJSUHGNd<|YJE%0?^EXc~*(xo9^jgL$7Lr+ z^5_m`HGtUekx|_tmf4+N7}rNKwr`9fqhb{21;RRk1P%pLeiKM#xXNN&8cXhG)y~y+ z!dAuO0w;o0VT-VQwm7eqHKm#q7)+1q-3ZNHM!slfa=MW|l;?VzD_R+|6LX6yOk6Bo zT+S79)*5T14?Cr11((Wrg%sPIxGJ?_#no>YSewuJ{ny%n2)yr>mEiIxGy4FF%j|J( zLd$V{C%#L?ci{B`E1l4Cn7O1eCXlWqw%EYZmg#>_;*HW?-n2YQr-I(1;wh=gjWhD@ zGK`F2YB{q{Hw>DU5y$t~EPe0tkg-R>+f+Qgut5><`vp3K%)fFCDfmHw72Kfa3BS=VolF~Y-ZPD!=!-d;XXS@=adnNc^^^Q z`4qRkfeTfDVM^cjmSuqr5}lKL$)wANa--~$xr}VLa~NN5Q_3967^(Rp`(UxT#ZDn) zi95Bul@jT0m7L{~JKB{L=DCzBOP&wpc;u1FQ1D6Lmea}q$(9+o^OEqvM3f`}lHobq zHc7;UbJ`#QxMB%raAztBtFFo&Q>b|JsoLU|o6i`2NnpKH$xOmeby(Z;IIh}B=rw`c z=PJ~J`4v0s{D{CE4w^a2bs&G$hWseclRW+U&qCaM@Lspj6355wFfm>6nASLM*kgWO zpf4z_R-9Fo&}O9*zp3IA(ks<`PU=efOB}y#FC@RS#M5yh`&|{El+z{ix!DU?9KUZ* z`v(0YKHGbb|>h5Y!0nI5+jleCkdq!<||c$%wsbn<_2@?R2MX6+Z2 zngX7krMxgba;%V_&h%LJVJ6Fqk^Q^@DWxi3#2*N64YMcuc?-kKc+OkKuqmxFAcAzQi#OejQtiS=<) zGA*l_GU8bpw+>Lp{~gu5E3vdOXPI}C#?Rl1Lae(zC*kt)x`l;#^S&MwA>DLg;rWE% zxv~rHm;C|}ZNa!d<3EAu7j*K)2*Tx~4BNL#k`TN z9*Vfw?H}ePt#wPcq1?iz;6IqfIK3s;xyS5vd6IV_dO^<(>y16UMpy7fo(}jHvlzb2 zo#p&qS4>1~kY<7? zc5x4jyf~KwTUg}%xGc7^xRU2y<HryDkx%-FqZ-|)j;dN=gYS~>S8fJNKkZLm zmJrKK5TZ-WyAhzzdt{b@or%=E-0*e}P&y|-&cPOWQ-d%Dr+PI~8XH!%A-d3-; zuWg1gOGIkJvT#Q-T1W?{CIM=jEbeQQ#fEN`>&HN5G^d$G>2~2m^d_F7@d9)B0^bOo z(1x|1mOZ5vG7`dR+{jmBW@cRP;qJ-Eu)S;MDV0EKcCYs+ zsst?FlgsG^Yvq(%V%4^w!x>4(x*&7nj>f@!YR;@^;)Xdamx9Cwxqs%nw`SHtVl`Iq z!4hAnAT0K<eVMiq!D0j(^*#rcn1hHiWIu znkl57$BOINdioj~KK_dYs1hywRS~I=Mk5a@*dLr{K^iHv;U4T~{Q+zh zZS0TRM4%cwIHyG_6mc(mqU?#WZ7<7QQ>{v(8oP-`SR6Ex14-fPjp5f{hH?eXM;oTl zB54U(v{XT;77-E^u$jd0MHM^Azj%ccsQhkD-rIWx2c~gfUsdOIbe-OjJT!$K>u2XR z^tOj`Lh*F)IJ#|XQjQ*}@Axzts(@Z7TvUqid7 zL5HZtpxDH}yKqL-u`cc6HMEF&d=Wp5pP`~!@dZ4G=b;eSXYhWOV#N3&ewL+bTGUtY z0eq0g9T)5Ha~x4cYrF$Lj}KAts#uR-AQvI2Y`lOg{MvTbN`v4_IL9D9#d)gP7fSx} zQQIJTs}4wmXqYjG9W;pkUG3qjwn$A_nnP8T7BJNwwQJHGuG2WIE?M~)ZG-mXm_u|5 zzvk#FTq7&eCVs=x^(Un0f6Eg6i&DEzKSz4H{GM<@p%@hN$t!sBxVdKSzy^QsZOPc!nC+86?j0L0~6! zdmrzb?ngfkVwn1RGkyIzrq)w@AoXW>5U=0}zE0S0$hQR0nOq;SG=7{q-HK1+PpQ9% zWg$}IQR2F8X_hcWM8&&~KvdBnRGlTL{0#mJQSk~S5S0>y>b??Geg^-QsCZ`( zh$i!Z`eg^-Iw(;+b2X^3pku@36-D1 zFwhXTo7alaS`qelMBI+(S`qViL|sH{h3aot+yTTC_jknH4q{s6@Axo2_W~&t-WnKV zEWC@ca4%!w!}O92z2r^wl8D$xxB^!3EpkZQoe;bulK(dF^2YwYS3?c|}uMA#4X=9%s@*v`>9(=#IFG9OCv%~P++aoQP%TKOAd$6J7day6-Ud*L3 z0ar>}?(#LkrnZ|&6fH4K_Oc=qz848H>r-^}JPHgGO>HBog8jo*Ae9xd;!#jlHl`Rd zG&u}0+zJ~aY^Fh;@tC&+88S>wUrxMBv*keQM8y!UW4M58C^A&umfRdl47s|nn-rGe z=Jd?v5JR|$TLs*}ZHDN1LnvPyi7>Gg-fvfrUyu1gW6n3OVtlE5m%q>aJrVN62wx}m zAhD#VX<^iq^;_JA4WFxHKh&xw9nC)d=$d7lLtoVD!p!F}Mx4LCeW?z0Qv{vN*R%?` zUFV_I@o^6045KaH6dm<*X&WRN%c-^*e(t6+MR_W0L)X6Lsul@D7pt4eL3eSa{C3fC z!EyWe;6i1l=DS_?XT{p3N+H&G6m3Z>mWJ>y?iTP4CWf=PN3XK`pqEeZ2E^3J0o^ar z<9?6f$KD{@jadKGuGH$ro67Sm@q#CjZPOPgj^3v{Zi={FYWLs0WVkmVHn=->Na+VX_FRyXSDU8=T%n&u68<-owz?!5#l5SNY zskXrI?DS-;;Ej3h@ATw+Dmpoz$PZA(#oO8*wRTHigoEg z@1#CE9gho!#Z|4XvD5=PZ^~c+9u-MSH2RT621~SjL9%0fY_>G`Cq~M%zhiXnB_2@D z{p=5X@Eh%USf=rI+iLzzxJ&v!`3_ivuyBIK- eHu%(_U@&7)Hh5&vZ;&K%$iaGTJ;nA!(vgZ=sny2uW-JN%<7Ft0QlJRNuyAgOoPB}8eJGW*zcO5&s~_?n z4`Qxb!LCiDYE|d=8Sd0|(h3fRZ6sVO6L6)p?GrG;j_JZ&6`&{l^L8^ajB^>G0g z8K(QCsl4E(5^@!aSTrk*S)eCgHpF^Wg5Zj41W!A$$9Lx6a9iW zVo|NthxPce_?vfQ+b>qqO^dnBlSm{qNMjhqcRoh&J;R7?ODg1V^>b(SYvWE+SI%+E zvSGONi5fM9H@W3x=yZAo%Fsy7bqVISG z@APEq^kmIhVH@LRx8z)RRtoQ4xg*|4Y4qJ|*G;|G819{)&)Mz~C!%m+u;)wZo-<5j zJAP)g99b&Xrf$;D@w!xEr`u_WWH0SNn!FBqyw4Mv>KQowysND2h??q2BMCoSt@Y1) z%i!ZU4{1oN_>uH010UQ%g*5VphaadiKapId9-&A=0YB5} zU2#JA2Nvz4R`??GaGi2W^ zA=PNq)@uF!-Kf=C_0;1p)%2WD%uzY@H~#?t9Pz%L-DLwiB;g!6XWx7CzTA7?y`TH# z@$dis?H>SM#2*=6GR)+n<7AUYmfNmKrkx!3#>tV?h@6{o9ILfF8p&lvYpdWn)3D6f zc}@jmxHGw6tQbklu(Qbva|=A}4o)sQu4US*$C2D+R2!t({VZAxxu|K9!y+eI6CR%vdIPR&gBf#7D>al9k*Z+k(_ee zsk~*8P-=l8&uNG;9QL%ATv%D!vRcY^b9CNJ3l;kr8q)JTy;vl0(a0G~oXpGce0vo@ zY}sg963LQa5j3Dt$20f@LukdY@?1j`gP!3coimqRhiJXvqnxchBI#jhtbA%Pf`fRr z1_}-_v{i?}cIB%0Bt!ii&zd&LmruL-9N8x8XPaHwCwycs^Bi@SmK|Zbykyx3p2Lw^ zwBRVii9NW1ien6ow{k?Xb(&kRwR-M+UAi;FJMDWy&QssQ=fLi|A{0E2b{%a9dTP;yB!eG`vLGeHF`V3!ZW(GxEv4AUaQ(3y$G8^+ z5_{yQW;_BKPCni#ip*4;`v3bt>0;6cK2?j;7jgB)M_W`*t0SZQA7_Y%7&MKqC*PbB$l$^%5%-IbAD!#x_m*p;5yqswJ+x^nkZlq-Om7X`PiaL%;q_+0NH6M_j zE9rsm%#e7ZjYA!>%6qQ5MJouZpk()=pHJ+F-8(@njZlw$I#mwygw35B7=|88zGRxJ zPI3Y-Na_~Fl%X^g$W&;`Z(Rn7I$5zSGYnV1Xt{R2XyvI&*;YYsnNkInO;kkm$hyAA zD+GFEA>fUBD(d>4N9uYF6jCNCYc~o+vQqOgWm%wYqR4l_V9}XYbO_uc?=tA&pn(Fi zZe%j$0M=NA+f`|WFXBt`6h5088ylxc z6)SBz&s`&9xCSjMODh3-Nhz{nvH=5Ir1@1-e)ZBQbDZJ+#@&8>Cj29evkRzmNK;T)z~H#;A|eDUC#E4r=?O&wTu+ zaD$Y*?@6DBkHV;@;(6#_zwZhjCKY+q2X++>PbR4K0N(9Yy2qZVc2@CIihqw_p9no7 zc73InERtUwyp*S!Vu`2h6;qg$gh#gCPz3K$dZ5XO;iL`gib1KGcFf3zVc(=_^QrvO z9M2VJTDQ|GznvZ-S~u+)>BaNLa`9Nrw3)RH?_m;2+4O)OwG1IR1zdgF$>-Aij42uF zTb@GLF7mpvL+a>p3O6BAv`T%Gj6XE~CBZgKeU$oU`HI>$r_o+|5!39iXvb0N$yNw; ztfBU=G+_8OwGnTU`a1fG$&gCNkwDLh`yx)`Jd~i6>A7TUH&aQO~k~C_Qx{eWsdpOdhb_MR^l?|kt!s|F6 z!Uir3gd0M^yZxc}F?;A9F4LBEOe^RQHU$4ngz0Z+lm5IR4p4t6F#P`Je|Dv{x%Lp3 zXB&cR_}o7W6lWDYMB8jbs42|W@cF+GnE-xE?FEE3$!r?gPsM2!*U1tny$mj$z_kE{sGcA+dsGKV zE-7xfqw@ils>|u=GF+w@F6vT)U3RB41$P8G9zvO2gYzM7K7^Q!=kMd@22_H?>bZ{i z>wyROa>oX)e~81L&z0Omr~4(yJwo^$NfRfT+VC^{oFtZ`Uql(+rFn%k@Lr+6hu>2V z{DFRVX#OkoyDRWje2wGlcmr<|rEgqAAceP5_+|>xsYPS8)I`V#qi6?)E zPd=(ICO(*kM}L&@EGN&yz4Wn`4az#5^Q&*UlD=}l7*acYm%AQUW%v2kjwl%iHbZnlDruG&?D2_> zBsvgHAOeRWV%|v2uw3}BFV8b1v_g+1ha$fnJ^_ zZ=oG-^Gj5IwBQG2cSo45fJ>!au9R;Md1$xjn_|uLC~LW$*3(CAiNHZOLo8ohThA7A zj~KG;@J+WAoKK<$y>X<_$1w8OdvtJ)VP?E};qK0E)s@PKKylAq5wCg8GdW*r6Vyt^ z4_0|l5yAY#Mgmqi0DbAwN$^$mFv>9fZ`BxjjsUB|@NI55U945zwP~`g@L=Hq238^e zo(!!FY1=alEA{>Ugf(C#tWF-y$w$Lx#fxV@L=dJNF|E3>Xrzap7@$9 zD{g9GW5X|M%E+q7t6ixj0kS8n!;s7?C4!vCwHEYvB-Z>|P!f-2Sa-0A-1q~B8Jf6A zI0mpuqc@2D)+|}0;argHnEZ;^XHw{5=}b19h$BH(4?4+X9|C5Y0Ot$N*3tio!WM4R z8CC?Iw7{JveC{x(3wN4XXMhwV4(ACGa+o4%kqkKuoN(xGIGaT%j6n=hs*SspJVf#a zL8r-^BF&|e7Re0R_b6^r%lAp<2r*393!AX>xR}SKJTBu3NsQ!i6{DMA8flDeBBtpj S#Wjr%ji^Sa#&wNxjfr1DJfpV& diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolArgs.class deleted file mode 100644 index 558a0ac8b611e132f613b3ea187f6d537867d600..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4940 zcmb_gX;U1>8Gd?p*&T+JSU?~y9k!Nm$zFtHJ2p~mgiu%vSQc2aq{PZ-8N;xx6%@yQlkkuczPc z;a~sx_#Xhy;Fkg?O*>m~-KDI#WI4Xf=3UPU2BTs7f3 zdDA~{=6%<@oy4HP!ID|9!r{xdzf4K`CbzA?udC@=L7BDuWp{DPbQX)2%*?oMp}bmy z!&TO9S-5a})v7W5TGjk0eouHXVHS(?wr`E4FpT2{hVV>t0?!JJ?VeVfpp_^ptdUlh zF0xc#HYEeFXa(CYC(yU6I+Db5DV)S91JC0H)*N5*Rgq^}^oKb~?Rj|SJmsQbeeKNKJ9XCA&GBa-#-_8UDKwei>THts8 z*L`9+d3TXDEjyuVfuzbwHDY;VbvD+bCG(!WN^;8Vd{Dd3MI%AE?x-vb>hJVgXt3yEZry+-F)Pp&ytX1#@?^4Tl~`g0Zr0laJBBn@$LmOiIyW~Auim&Dl;hd- z8ZI~wb&u^G z1DV2GxNZ>gD@g!P%V{dSzZdvMbkIAeYMhBjEAYF9zs39%oI3&%T_(+Nn1Q2#EJEL(}vcm1;6!s zp{U0UEv*|-H^FXG&`ql`owL*X!#+jTB|tPgu0MWX?_9rk^vI|-B3{xCA359Hnn-Ki z+DPp29};mro^CkXr>8lV;8?O%=eu~P7>QBR1F5kx&zNpZ?^ElhK7B7X-Im@@dHvp~ zu4^G2hXse5Ih-EV(=EZ`)~Qc_730D-1x{H|K0vuWko(ddln;(3(w%GxmPmI|=w{o) zws%TUx27Mu*b-T+BGDb!o6@Pre@q-zfg4q+sg>rfUqeg-qi$>-@d8a%1&6)x$bTk0 z^80EbKJitM#QQ8PTP~ae`>Vd^o-L3$Jr~Q4Z-v&s^lEs=l{mrO5N9M4Y`fI1rWYoabRfpZ#ej8j%oN2p9(919DYo>Bbul^Y;iZ2ZM11sX^IqAePks zjRQ&cH+j$>#j78$V4Uis7>$t|T{w%0isskR5NK{2J|6oB)9aW~+WwA<4cN*wU@FjX zG@Oq43e(!KfH$ZCXu~C3ChX5BD{h{nD#hqGDXY+yxKgE~Hy-b~`+Mx~iGPGIKY;lN zO98u&SJ)j3JY!~BBbsk09|{2?_j<7mJ5b&m5JPdP7b_@Gm5w5}S*W@*Fd9gG0_Tc& zhTYNo-yZFX62#I_6<~2Me(IxRM$(t$KC6W@l#InSrHtl6?;IBy!)k68JgsYn{xVN1 zU<^0LX0=5vYG~$k^vu*OPgs3pb1BQv&1=#8Qq9s+W>hyVo;Ecj`aCyzTC;dEULe&! zwk0%u1APpkasUcE4Bbx-LV=IL*RPwpHNfC*ja&#qg+Bl<0t_B&Mi&f2TSHnZH^S`C zi-t2ywK@oln~79XC%KNu4o~-Ojdfq-0>l2XRC+o(%dM%jrkf(FnP$q$>P1AyQ`UIK zFbI~CWy#YjY8e`B2}WlZ=Zm_FnO2(i>j|M?J40P!h9~B71kP${ZJv{o8J=#fU=~F^ z#U+tx0v1Fa>I2w;PcV2FH6z1SG%y5`TqM%^f|Vj#&p3#uxJE>6OBych>I-5wp7O(m zJq#_CO`%-83O>nDGsUNMlkjB{Rwhl_nRe37rtBjQmhWe{%BHA41#^q+)v0s#q&G2^X7Om%rPvWp)b9s>^JdM@>S`cBNxKt^C zI0{ceJ42A0$r8OC-J0GA$3b*fp#xC{ClUo9dF3%2-J*0Esz@;TILM$qlIJkDgF$4= z9F?R^LdB6sJ4cS4f}{U`U&tR#`ogEGa16aqU<(DH{S0CIgmHc)L-!b6SH|^hK))Eo z0G_L&3-HqnJM2Zr>6YV~Ib!g6TFY?ENduc2a4bT!k7G#E9(F`sxB~3}SiJufoM2F6 z>lNPq&~NyPkk9-|BgEBnuI!O*gSpD@rRJbhik7{gv$81f#_rVO4( zCi?}+yuLNbI2^?RP2a|gBeHQQh;f{evOfFJ{cnp^!8wMm$}*T0l!=VeD|f2=L1i{G zL0N+XSm$k7!C&y>JU;8_Oy#>3Ocrc3ha+Yt`85h7TM}_37Q`idUdrPIhW5%QKX1;N zsjKD*og2xKYYDy}lQIP_QfAW{vr`={fR`{O$x!fnwKaCJMDVs~opQVK6FRLc+HWr8 zWi4?iWs2;Ln@XS7(sPvQ*m$_S4=z7O9M1VZWiSqD-)6q6Kxe3)<`!9GA?fI8b-Kbg zBPFxZ#Efo~WVVztwzNhrIoQ>yqW#g{$YU++ZO zIk|!JwyYaieh6e34p+uDmC+4LCZEUcPLZiNWhuBycOhvZAA%T8IypnhA^V)vRJtaJ z>v%bUYxp9=vra@eTX6VCa7&`Mj-GjB1DRjHLb*x(xag zR6|iEBL4?ubg!1_>^B$&DoeMZo3loSQrNO0t7zK_zM0K1J7w|LY3GQYGDo!goh8Lz zXIb&5;&q16($s$Qs8E1Z21XW-eYu$P?EqfG8%#fi8!Rf9F z#8a7cf}hYO!$8qn$i8#DE^I&@Iz)lVOQKe&ZIF?Q`hO?W^-&w5c9$&1%f?h%OCMKg z^aEP4pIXuuylpF}`Wtl^?$SGG4^mrA|7vCMrEPM<9Nfebh_r{p_pq}gyo=t;XdG`p zxQb>MdOaNto`d($M(fr8{5M@Hj2}p0e6qr-Q#1u3hPzdJ66$0nEVa?RSYuR z!kGqthkF$xZuI!-yq={VFAaE>acT{x8!N25J^SeCq367N;P(1|HgLba{$Mizx7XjI zX=e=UH}2!5$vV#p5+7xeBwe_VmdQGAov%S@P}vHm-zV;FtkU}hDC@Y20GW$|V+v+T z_e?=t!9|5~Ppnh*T{6iYn)GaMY+NV1DOvFF?yQcb<@rd*(unG%5LjbgztlT|8JaJ( zP^n=>nxNEhEm@aAo1~rXqcLfiq?<;0f>OKmM7^+b(d1S}Fenz6ZE6*6v=$ zV!Yi}@|An|QoP+3sNI*uZTpnik;85~z=0g253_4hrN~2rmc^|J$hQGCpn`=;fEBMZ-w($4dck#ov@Q*#&=BL?a z4YPO9XorQo2M0((N6CY|WN1K`5Vqib^74jkZ#l$ZOUsRa(7X$G@PJxCe*b=j{@j)LaEt0E diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$Companion.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult$Companion.class deleted file mode 100644 index 5982a83e7e55a1940f2fae5e6a1354c75869a736..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1591 zcmbtUOHWfl6#nMk(%Y5_1r&MsLW%+kx1fj$YHHD>T51A>4T)xG$2#u=Gb6&!y!NU5Irv=lPvEXXc#qqSzL!4Y)`YHmCY|$ZZ@H4ba=;i;JA9YB9#<9j#rBRU83#5)bXh8C9x~XI zQ=3V2A(}u04nxGek(wb}_|LnS7!q0pl6&%<2pA?NrwUcycv9`Thk9-(N%#5sksEoM1579`>O4-kn zsmMsIKhkeyqM5G!k5MYbD$ldMjY=j2|E=VPc_1d-w+M4*f ztSD~kVR55tb!B8tO(ha>;u4D8{mAw*(L@*k=ep+ zI>U&-+6lPRhA$lWoWY&8R}YY4l*4&KggML*wTOl}3?1h%*iyEGkQu`mAy*rV>@n&ZaTViRU>a#mY$2v; TtKynQmqt{hTjRRMq{h@Q=2NR- diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$AgentToolResult.class deleted file mode 100644 index b0c95eb9a2f4fbb28644c97939fb1588cbab0493..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7305 zcmbtZ`F~W^760DZ-kXJFGLXO|mNh^&m=JdYC=5X+vNZ#!(5jEgBN;MFoco5wwiuUc z_rTa;Y+7y9&!_!-`cwab{wMv^e(!s4mV_DL6Mo3t<(+fx_ndpqx#!;e z>wh183ScWf6S&*RCZ>wTiG(p>7A%>_6icSlPi#+ZS91r8#awr_H)hIm&e9+Rp4)T6 zIB6tuMqwhc|JVsLV-4?VB+a4#nNVUJ=I+t-{(Wh)lr?hMr;TGdb4x=u8_J&^{rEFnhc+XVP%4G|u6S9Ke$`%WW6Ouop z{29radD?8a_pm_so?>Ytal*8Ym5gjbCX7O%Xc>xLCiazcIi)%^@b>f`jzC8^1V17I zAz993Oev3-a{}T>1TAO{!h@(l#4MGHrM>(};|RpA#}`2iixu?}YErWIN}%UfQAf~$ zrHXr*fX|xDN`ZS9xHkg%+p%BDg`7BXGM~s6EVEQFa*3Vhaf9BMqy?=~Ib+clMrq0{ z(cH>{!4RQ;MPSi{X{GCoNDChkXyxq49Q!Tl>Al{90zncwo+{8sl3UzzcU{*n%#y&` zrpyml+@IJ59={d3+X<32H}b@yrJRv4g2`fj+9=RJ1-372+qfPgx`wD#8vp`9=k&#k$uI^^*h3XT*-MB}^+Wi8$RdiA#Q^mYPqNkR~wu*t3^|?!p zo$Rz#^y=8cWLeAO*}}=!tO8!WUNBS;q$fO}@lyRO9%zG(;wi@{kp24P3&@jq? z=sD7xieNYPgzzx-&N)dPu^RTP@2LXLNQZDxF$gXmFrO+LIqpq+{oYhe z#;m;DkvccerwZz{mD!Bc@EBDxO6G`?Be1@KmYXR6Cfj+bUK@j{VsI|6Z7x}Y<&rUOSO!DSlRxQYE#gr>Lj8cXz!c|CXVr+d z^o(y3;y<%9V>u1AAA z?$x8D4Usln<CuSIxya>g8EuKScUG6}*xfN2j4oA6?*8IM?`Sx>%vsbO z#hqpCQGc|Pbh9%aIUbPYS*Y}c|~w_8vFkG_7a%~_fwW%*8@-WrXLEv{%@n{JE7 zI9)TFOT9R{Badj9j4Kug_I+QuoKXkBCFf|bpislv&u%rca=*WQMB z{yF7)>z-`E+*i&YGfM~6Tal_@iy0$#*x=I{$L?hJd|3yKl94z0WHLwSB9@1lslCRu z%N9&$CklpDR<&;26>+!$m`JKnFiXjtA*IPWK9nw&OBr)lR^f@VTC^nVnrY{@B(aIN zLO-{TuW*Q~7XbDzGw1_sd)UU*YnI*eovQ9z$e!ct)4aJhj`^@dsaHsmW9wtPr0)tA z^>tlBTi?JXwD)beg!ucM_uwjjJBR>Clky-r4{^oATq})hob7Y?(TOgOD9Oe{Z(~m( z^4L9v!;6pDZ?%&c6g=t<^$4fq4)ztC0~8iu+u82(pM3*~4gV7UY8 zW77EG3F{A8gw@h6rV5X@J$5q2@LCKNrh;WtB!UN1DCOB zzNkm*L}{)bJZ8s`_!;WiMm1153HAAKpkfOi{yC0}c{_a=)08q$DWL zkMIys)5dYin5#`aUZGwSTxc)Tzf`boR+6q_-RN9FGPMLq>eb0CV~tAr8zP+78mem38`22P02uv)RQe7=e$vet(v& ziv68^{cpqXyU_m`Ja5A9z0f}k&t3(3fPd%IjDpHR`&B${Q*a#TI9?h1YDgpSYx;lD zMx?E+RV-Yky7xQr1fC=+wYQo|04nLkVc?hx>=U&w{Fv__@G2PBkoBQ|z;_LKFW!LW zJC9a{=pT01=Y0e1{CW{`7G*Vm4QKqM_s^q`&!P8U#94c`G!PC^>9wOQ#v!!vGr&0_}7+BVMPIXq7lKA{Z7k#TeB3+yXb{Wm#PE=~G;U1!gs zrHhcidl^5xil5oZ{thPlF8|p#5$+RA`RD1(%=+zJT4gGJ9>Ko2&pinouwC%SzT`Fs zlxGMH2Q(bi@H(^cB7facF-HGB#GE(Acg@2LSx1*`4xZ}HB=L&tFG)K-mG>s?_*C1G zwBu8ScoMJTHExp5-B8h^v|DD|h1UBR8y^!_@XHS{plqswO#LfvwK^XdL+|qxc#*w# zdCqKP+sm?7bI3ltdv+Kv07q{M7P9R zi9bsWN!%%Mm&Dx?k4QXWbM2NGmbhT|pOKi6cvj*$iRUE@iFYM>CH{h0qSa}Yo&4MS Ef605IlmGw# diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$argsSerializer$1.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool$argsSerializer$1.class deleted file mode 100644 index 11560312b4bf94de543b96ef8606b9c859cd3f31..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3211 zcmbVOZBr9h6n^d|Bw+~b#fQR=_jT? zqCcRYI@2$0r($hqIt(BCOZqE1eQtJ10+KOxGTD3g>^;wU&bjBFbN~MLkG}v+U|Haj zX&Wo9TQba&<#^I4xE0Hv8k>f>u7^6aB6@3Wl7pIeE5z<5f^Bma#vrP4jmH6H1Twg-e6578%Gzq z+tG=H07JfCn3^g_krdE(Vro@LJ2ljVK|`!*^AHZ}IEWsBZrgFJN_`^)PPT;5izDsO z&?nGYvb-CXEL7~5o=XmwnsO-CR!PIRSl1(|qd3-qD2~&o`bvQdP59K;?29&l6N=y` z0%32-mI9YsOtHO5%^d5Xt(`O%c%Ev)$Z`s9(PrA;usE?Q*`XFq?#^m~Xwe6VAti9! z&kAFCebulX&#E|P*~mFw#df4!kWr)s4i}cJ!pf}c&90Tp_sxpAYH^{!nbbaqv3_9Y z6i6wnQhx+zbqwR2!1)h2iBXISjQ@|g)HwttB97A-Q`>)DAl(dT&q=5fkKv+@3@!;Y z(|TuHcxD^6^Tm7hZmNCdc7D)q4$X5vs}!tC3{0lBb+f!?#V|oRkB%y20z*v?&0e45 z_za&bk0%8tTBrU_z}2Q-!ITR5jTU0J69a*Z9~1_)zh`tF$Z2Kvs+!FRB;QR>fqawW z)lkC5n=IKIEY%Y3d==0|H`&@>jNcV=`;SjKEJ@8yS6T zL)Ut>>OYw7NMhldG@;ej#k928+KB1BTN`7sWH_mfYNKK%k!bJZY%G${Id)9<%=9MW zoOM#t#j%@XLamtYd2lEZ>hm?jqvFx_cj4_HA_|`$+PEb0X#0C5ic!=Tjztr(?H?lt z6y-6V_!c80l*=7{dq1n%JDW#K2S17@0{^7mp9I%UX=NMsHz+pyNcOYq@qQr*SWxEdl4E*nDvsePRtt94yzN-C zYpaV^<)OJ)rX-nn3ubxVWOy0gk5MpdArmMGB}V4I^!Mzch@w}4O%_jC9n$5fi*h=)0RiTMQxiLdZz0ZFN* nMd= z1AYanLa1Vq$~qrKaauAUM^rS6xqbW2?QXpBsnbR!!A_?gXya6DWE8AgLu)FXwkB-v zMg@!rRO&-c-B(*_^Qm%jTRK@45Pt|9>Pw>1ax_LGOg*Ne`6c`ezqUYOFGcPe0_UZ! z__8X!vMRo;o?hug6v!`Yqum{WC-e18ov41NivDt|3mXD&GJ-9yhh{f*)%EA8^Xr{q z=*w5KW%=#Ci0L!RyO%mCEec%B22d^HM;skP4#x!M=7$$u#1Whr$0%k5Mtv}WrEH=4 zaut{;H7p6EJaYuj42vr;sZGbW)LNSCDzhzcVZOd2J2Hr*X$H@?c2vVv7Y0oNrMiuq z!H#lUvD79Bq%qcY8Jh&p(kPN!ks=A_{?E-i?@6zGtdcY$J*Njl6)}gB@8o%b1B6u( zDH;}W5%b=$V}I4H;`sjdd>sPX3c%2mS*Af9`sF$Ok-?<2vghFOJ@Q=7b|HZRuN~*O8O1|NU%*{b?>EeJ0e};D)cs33;xV-x3JAGArgngO wKA||c$qB?5#y9zA!i%C8lL@JOIKdQdF#DUE7zy!9h+83k#qAJPEQeV647h>({Qv*} diff --git a/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool.class b/tools/llm-bot/ai/koog/agents/core/agent/AIAgentTool.class deleted file mode 100644 index 629e459564dc1828a5843a8de4ff803afdef740b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8565 zcmc&(349dQ8UMe{W@lNJuq=mcM2#g%*d%Pgs*pr$2p|g~u}MTCs7y9PShCrTJF|$| z(r7ESm%Xf&*4kEE@3yD}P&^{l+N!;4FYSHV!``*G^#5jNXLpl{3GJ^x;g@-D-to=% zzVH7X@7t$de((_hXNj2tr>M!;Kqk{4Q~R~Fp~n)LtY-CNE%6pP)}6_u6bOOGn&auA zoYB~}L*1#yQfj(C*3r8|OBhWZIm3P8>^3*@1}W+>Nw?W`-ejft^VJR`E!lp(=~y>) zYI-hZG@acfaN;ZTqrfZRYfh$<#@PZd)J*=Rm8z~a6-lJa$R^YMZX>V!<@406I;a_1 zc9o_lvdJMMlWl4n$QY?)dRI)>vPm_Syh1gSnRIM@m;I{!FH3glB(;u@ro|hD2u|^+ z&D|yjnz}8OQ>L%l+4HQBg-PYqT*R;Y;u3LSVOu8KAKRfBy;(Jx)?;cqoiR-5>#_EX z(Vk1C2&QrqsD1>9D~oDu$Iii6GEFt6)l@8=mSE7630*-@U~Xc&mKdI7(@kT1~3C5fobNa+X)#z!U7@lH4hzv#E&@wGn3L@^P`!pAM^5q1qk^u zpZhbW1s9K23V5YZ{8%7RRwF;}!-)Zu<0P^?MZ*XpfRm@egVzXz$Db*PFskMBDM8G! zdW!^3b0uDI8jk1+Cu<5~9u`YVQ9o

@tXKnj`# zs%(%ZGN}~ZHesU2S_}R4h5~v$Un;2^9oqz|U2wVBQew_XrebYeN5P+imH=Ldl>$49 zH%#mZ&G1p6FqUH6Rzj&Qt;OHW1pj|+* zbt|xVGW)Bxmr`Hn;q}wdflld`lmIo?EikKJGh~KPFgGSRH4{-S_6Gu6rn2t8%U5LL zF@vlX@Fq~l&rQ{Mxn0qAX^EVn2_&ZgHi^rzIg?}iS^D~9T9c-qW+!KcwIQ@TZjMQpxN}~v87t+@5?b*y_a#+D70x>r|jOWJI zfOOz0V?W7iDFG1=B7weX=!I4`%&b~q-4vykw>X(|yX(Y^x!VJzoupsRnrUolAhpwl zAO?_knWaZs?SNS}Qfb_K8#mkZRpI|*7# zaoWpxq8eKNjHQu-YsydyD}V^tWIfzyc8;UFIC&8B{F^5nrvop9WzCH zN?@R70zW>1O7n&=_M$WPqi#+ri1*|A00Y4XrgE2+w>1SHWI~(Gr3KcwU^Ab6OlXvD z^4p6KO~;M+Fg4(YhVjnCL8fIq3O*uG>n{3yFf;vh!3sV~kEW%i{JS$H(r17;212d~ zao;~q9YK5?w@BIFDlk}cVUb{L5Kq9!I6}vqS;(OO$pCJ~ZM?gTby5oMu#BQLrRwxk zvr8PAImrCsF5Df!ow#R$yIZHW&CZb(eA@Do9og2bMjy1^yp`L;qs0)iXy@~dSk|Hu zTc7{tKHM9?XK)`)#}e_FB?|UinL<}`a44lo_YlMZTss{jILPFdhQ2}5b;2o#2c&!0 ziU)ZZN0Nh=D>k)Wkq{R!tBimP(}GE7Fq_2un=MaY2vZ(EuLCXn|it z+hxS8dDHzIk?FEJK-W`pi?u1lizA3b^>I8Az-RF}N_BNMo5@yfSBHkQwAR;HC2GXt zfbiq_2CU%=lE!xPilDNVC2(W$S#2sC zG-G?FZ>^f{OKCb&hs;2(#7)|4773|jWB27lZuOqcMeAK0txcj;O{Kb$hDP{3gD(c~ zG`=*`hcBBcL*cmNIhb(7Rld*Qt6?T0Ut{`RAR1@r=vPx+tYT;mP!xQF=}&@ORT-J8 zMKZw{)D~6sYTH-^tXgDoy{PIkO0~-Ihkkr>OjNhovu>hR{FzZ&Glrc zX0}#t)-IS|5n6MLgj+zY!1U@wM%szQJa4y?d2X5(HxzPS#^CCFPL;3UIHxR4j}`n> zV3T`ZR|xec>yvR&tTHFT*o-am3iAuX-c?>>z9F#Oby-QAk+CjcBP*1@c=MRRD;Hgd z^4sLarG6^Qoob-Kg;Q8RIrABYM*MT9PxoLPI+S?u@OoBi`ghofHq=x|7|5h2gA zim*5AY4DoQ@`kcT&xt3k>9xNO#uTYO%BI5d0RywLG{FJI;hEnw?id*u3aIOhqS&{^s7 z)lEmP_R8tN=x}F+#X#wh$xG>w$yV{uoDvR8XNs6Do~W?6E*`23&9M&F;BBbbbmRuf zm!Eu9di`@l^E&5*j^laemrg`Nl}GOIRY^6n=vHplpLrXyAScbyi>< zDaD(WlyN7aG{Z^Nq77YE$=hm6p$bj^+RD_A?6mPN-<})n)w134Mk}v}8G7`MDt|KI zyFFMvmX>oZDIq$8@gXt5i-Wx_7*D6QteL)OJbR!klglQwHA(rMh)r^%3v;2BnT(K~G~FmIYz{)>Jyi((t%3mV3vIv83zJ z{q-0cEb=;YzZo;flI}QKtg$-lUmUZZrNS}mCI2i#p-lLQnI$}npQqVV8=ig$v+BaL z`K%Ama6Po$Ig>}<&IkSN!+%DE~d$1Y(NFs$DyyXwTVDC!4UxO9Q%YaVnWLS?j zzVVEvHfbsBN!@wOp46ChzI$X@9#YeLWWn7;z#ds}r?ljll)NG=B>06yKrMf2G@&qs zCw~X=k#Qk~&XzyKu&tWw51q4nFQ(szu2FO}D$&}y`iM7D9`Qw#gE-$3hg?|(5i;cx zHaT2D0_Pya>iS8Pioix(VCfSvzR44oQ?^a}*s;VZl@4q+#S*j@SYojcw5bF(f}*{U zJ0-8h1lNrvm~9E-0B&gKz`}Zp*hj!_djL0;aj$Y4Dk920m_#Dwjo!n!xyLJP zY7L|KSj2k(pC~6#Z*RXH%d7=ua`01!aQ_21L@&da!x8TxJQnIZgeM=w*U6n??x^2) z7|-^EzjYAbeU!Mnh?RgRuoXAqh}o72spQMyUv!kfP!xC+>{jqI4l1ma;V4dlzi3p! zogC*A_$OM=WoN5`tw(7wg;fe}HkUaok5W{HX-V0cGNH8wvuI=)GB<>aaVf4s7JK=A z8x89&Dg(u1I)0Fr#G`bhr{|ooM#4?>Uy)Cqhi%88fy_-;F_b#Hb zJ%{JX$yGGL@6lk(NdI_Q5+tynL_NNbA4rH(t3Sk#D5_<696x5yN3cJPpKx8djoFJF z%wEj((jaGexKDP>XQ+kf`?+m$YxyB*<$-AJD0bH!zzbusZ262TYn9_O0%Z4>k{jy9 zVyIk9=UbHi;dHh@gw-|=US@kU+oNo$F#ek_JS;byhltH?nFw;!Bg(`Kw%3v7Z%N~K zn^6|W@8kGG9Dl^0*y7J|it?q+5IX*fzir0JI@)ynUB^Fk{8PvCI{u|2pv&>Fj(_Wz zqhp?q#X9EesMArYV*!Jh4xbK1#|j-AbzGq1Tpeq5^ys)y$7UVR>DZ#iG6#jazv&(H517R0q2-$>NU^av#$|6d*$c9@Ch(^>nEW>8lWrmub#UxrO z$_LB+3H}2gEnlQel||*z@(=hA{1uj`XK#}*DM+d1gAd!M`<&Bf&-v!-)BWq8KmP*Y zZ4?>$G(#;|R$kTey6JE=XW4pXu1;mAgl^5UiVIE@j6vSf_BFMrnR#_(b4SmSHpmds zxbR^t+P`>Wv|Ae2GmDKltB!4$c|VO`D2M)stK#48XtuViJGwoi^PFw$IhLJSELcv_ zFdwR1w+*dmJk}h;GS!9E>QetZE<2n;-KHTk;9F%QwG3mwO=Qizk~8ipv;tUWrR4Y< zCQk|8#F`sAvsQ_ene@Z%IKKY|nzd9Yg%gpV@Z{_7e0qQVQ4c1-D+CPmT;z~ zY>;0L=sp7^Mv7=@AgI#eod0$ z;>o9#IDg?KUJX1LS}Uccw)Aa{&I)76{|6JYo{v%O>nC3d2)m72!U#jBtsC2hzO}Na z+wLW`q}c`CCPTkBwx=PaaaA;gQEDR9_Brz0EmvRZ_6Rq2_lndm#uzU9b*m*UZ{()- z3~$%EL9JomGPY{AX{|`FgASjDCEC-Qcq@*Z7$-9MH}gh+;o|Ku!4R*dE6U9DSJ|c7 z`gV~X66(U*qdlFjR{wC`E4&$#cqdM;mv^ZJRW3mZw;0a*Z>{q+iW!FJOqHs5** zB0O{&2N6day%@tqTt^BwaEUt6Wok)%7)L)QFhC8W7c=C!P5yT&i8MOM^Ae&W9rEoX zDP}VH6HREQ&@AB2&d`2wIA_sG5kz6L=%QKJoh30u1?FiUKva(53Wg~HmCI(R+!*Q0 z9Z^|&@*O(lh@u|i8dI(xB6EnT@eo<$s%82)OPDM@WNG>l*(1!3NB$|uf_OkFg%M09 z+FbPJ&`yeO!sI-XBzw_ANOluy7YMO#IHY+<$UY*x9us0;5?WsoUQY<0148C&vVZGA z*6|=)#_cMy+1Z)-@$=hv08imEJQC9FDAjUB%L|Nl8!Ge$ zx?Aym^>$5$Uc+oF<*y3g*Q+Wp-hoMjF=X3fU%0*qTJGz5o1)T4Fj!AyAk8x(7i;IS z4WYDq2Kyoqb>9nD=64uoYAS5GZO_z0Ap`A-AW%jasYu^YW~1l(D-6RCCr-0rGfa1s z@nzt)_q(p7BEvxVZZ$9=F=Ruh;V_If_Pj=z0{$FjuUd{maTNA*gBo(V<@LuD_k`hL zasFJ`g#%#7)#66J@{DK-BZ$qr`w3bY9$hTDz`#1>Kai1CCarm&;pNd`-r)uA@a)l{ zL#MCXDVrCL4wreEJs-(iSw6|jiQ{)x(oSYmo4FI)ri{s?ZDrHP?=2cAZ!WXwq2a-1 zE=HTl;8d!WXj7LuhGA;67Z};~s=>b0k~XOFXIH4DtEx#EBQ+U#8@+Db3%8>!W60N3 zL-;!)l#v}fXV0=u_Tv=P*;2i*;jPOEG!f_Q{PQ}>G}dIlQTb@f^p7H07RfY8PBKLn z$2?hUBst0KLVoBgMoM3hFD-n=*vEckiS8)R!UHUjesvH_a-1y6iuw0QPt#ob59Cn5 zM2vUIN1a5f^a*1hNa6U+M9j<#0%GRrN*DVXb66s|PH~e|`P42FRa~p$dKJ^SK@vBs hxP{xhU>Y-+-Nlf`xW*j~TVqrsrD16lG$u6e{sNQ{78uA&5qtg#RUUy=zRon%0Q$c?MDy>d1_??$)lh%� zik1qA0!1nLQHWU|r9*KuZ{9vV&Aj{l=jSf~FY$ozL~1d!b}Hml8Sli{ma4+yjV{&L zA6Q%L%c5{^jT{xK%;(2N0wT1I z&hDUz1ZjpEE)i<}P&>lY{wmw$$`{y%HJ=kU`ZMbbZNz)!!sJ$ICKzkuAFyubO@TK+dPR70{8mEAIQElh;WB%V@V3!W!$U; zSYs64?=9;s+~@v`-!7w$D?`LN)^oISY+#c+uI9Lg>qC&k4cr`}?$C5-J0uRN!`5Hj CMx1Q` diff --git a/tools/llm-bot/ai/koog/agents/core/agent/ToolCalls.class b/tools/llm-bot/ai/koog/agents/core/agent/ToolCalls.class deleted file mode 100644 index 7ed5dde668106280fd968aebe70575e543f1d9c4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1917 zcma)6-%}e^6#nie+1)JLHjNa4qSlhuBuF=fVr`+6G^TYW4Q&>pH4mLjSmVNG*U4@e zAMwRM#3vsWW-L=jC&QzEl;gRZw4{UWB$>TGzjMxazjN;W=iirq1GtB88D_a-?D>An z;4Rw=1EcA8?Ecu;^nJI)T{lp`7;aZ~`93#X?zN1v*KMyyV*nNFd1&55IQ;hHE2*WzaGW9^?>ryN=Q?72-Op&MQw{y~wMNZ@yvcCMGOLd&<>$4n>hoc<#XjN|nXNQQ5UPF^^BQ?d zswk*f)bT0OVoqc)Hip!Xq*ic`h`&wCb*h{D3}Zs%*W%A-&vVqEsuv? z;r4Q^>xE9+Hobi(a0pX8Egq_6%kOrY_CrVbni@dsXMk%rDQgK5A+a_k$^)RDDkADB z??7r=-1(@d`XZ!E7WB4JYtgKX82teyKR5FN+V3=!uo=Nf3e>Pg?UgK*HR2~C&O|#v{19_*#)^?`pW}6WO-PxLpG2Zi<8T@^?d9QhLtB*3sydHh$Sm8T!Iey8GU_|8sgE~-9I5cOW%&Yz~@IWqRE|j zG+BrycN5WM=@=_Vm>@lRSUtuUN0<|WpGpEE5*rYW;TzhMCZotl1gamB3oDa06( zQbGWS=jucv06_G-QAy-*8EA>ZbD)M^%NbhmM_TS$5U*io@l|X16J-ifNp{3mO!h97y6thVw%m z*F~=WFA5o)Vt8pYVk~FXt($r|5Odb_`4X@AuD71T%M86_`!;~#?`{PmJi=IZt8a3r zYMUZocHMfbxr9} z4;Uu9wT#@v3X(5VHXsqc~?wh{VF!hq{R_bkdkY>9{Yjn9Iir&oAmp1mJHol?$u@D1jYBFhU0jJq0n~9Q@L-c^s>UG@G3*L%T!S?Fg(}MB{EibeI=X* zUkkd1L4_-qW*21JqX*skb#=G5?#tpow5f=HWSIz|Eq2emuPNNrTS#)O^(s|j%^Px~GZZe!~ zM^+^0jsl#*J5*jo(6p(&?ULv+ROhjv;a%JgxCc#A7W@?6W9VxKe$)a=_@D>x<3om2 zBnVaX?JnOT2DM`97P~dzJyJ+&O{2@A0|JbT&WX$&5|dol}hzI!|KL^)0#4Zj)4!95WV5+aXDEs^mGPDhKX%)v!7H+;WL^eWxmiTxTRp7trI9-q6v>-plmtj zT&uBYdJBBfCP=pIR=9nKdzL&$z~k?>9N9DsXVnrG!KXLpH-`N7+s-JqO@|NA1C36HWcnf&AU}jkq=1Rh?7*+cjb)#u z?|AkoeSgRC55^fA{f#&vlVrc*!dNcOGAjE8mo{+uCqfHZ9V2F0T*48&ikC4(GsG1P z(Yb)D0sG02MZ}(%p&!LSqzS^AA}SI#NH7`U6NG)0G+m>;RHBd8b^6Q2qeBP^zsU69 zHM~wY(iF?YC`IddE|K{9A+$%h{upn~<`OA7C9~zZTq2{&ZSrD#WOQsi7k`YoP>;_E zErD2nj}}<(L_nuN-$@d-fE+H6fCZeyMVzAbn4CK!t~W>lslvc$_7>S~bmTGaJi^^g z`^ch^#APyjF|fyx@HsxBv-}O3rGg4QnyuE57vwBDwdi^QaI7cm1>1Ezr`)M&-B0Sha4!365C s@1kEo6KDt|1l4Nv3OGUn335bWN?=gnN^o@XHIbGfHcI|`9xoyPFIOD|o&W#< diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig.class b/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig.class deleted file mode 100644 index 88e3a895a6bee83fb6a6560dce72472e212f1556..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4043 zcmdT{-E$My75`m*c-M;nA!K9OmjsHpZfE4E?&6FJi6LuCsUL zIBBNCU(uQNp$~m&W|D_|l(T6m$Ppq<;%jXnpE_l;v~SIt6U-dz*+ zY<`cquM_i@l$KL|=(@HfPd0@oE!Qdf9`{B0)7jBwhVup2E1T=WU-h`vNyP zq`Bbw3pLxGC2Q-Z=`a}1R9xS-9CLlMYFdsjJcrw6-tj#;Zk42l7(-v_sVG$%=NGxh ztAYd>E{+u1QJihsAlhL^tptY|5>>txW{l40^-1Y3?$j;8i4BMsLW2HV(8;ngt1aATMM14E|a zI>VR$yJF54y4B@v@r2iG)yAan)k?nW&2z6JyrA~q|B)_d8vRAX4Th@+DpPG}j@$Na zAxoaMD!j~x#rq2ya+G8Fh2q29!rUE(cMgtxcSW-?%;9z~Zh^EM+?G3(Xn3Ezcoo2X z^PuBo(6BV*4cx?ss`u!sA`1+?RJrv|PKi&ovkOsYCn5+`m8(uiZLU+aDO)Mk&nns1 zwnB!vCMEm2@_Hq7lYYHKy*~I*UE8&OUu`WFnVF-H8Fzv%@)L%sk;CSv0`jK@mhlk* zxu=X_W)H^08bTTJ2#-}){TaiFU3=z*&)2xm$=gtMGfX2wNIjT(fI54H_O~qcMhz~s zMm_4EJI^vkXdo2)cAmA9xNbByLwamr=UF;A9hzh_EO~1*(Gw31h9<*ABSfP_dx&ZY zT@S@|TJ^sCV^2gk;zyQ}b;*xj{x(8;O66cgkHwD?BRJa1I2J!nj6hc_BOX6Nj6iiO zBN0FO@{686<%4Q6pEyO;b}#Qe3L|4B1`eTPBF2 zTk}fdwpgu|?`-*kW(n7!8={-su94y|i}Sffqg|PCFPKG)Y%#sNx@(N3r_vpQhf7}4 zF`a(GD}oF*y7kq&#JlGk*@7{3ero*6<(Vm3OwU|-+sNLb8EI&#=J-}sa^g%W1_};bDP04Ox(-*X%dAY-8Oi|H9DB3-UBBiQ`)*h8a57Azt2{lP| z?9tHFu}4!Bm`GUBCdwF-*hE8C*vWH;Crw zw@BmP1CrgObMKMiH^_~*$<-*mFX0NV5>=}@OlqaT2?cu!64hUp)X+yTe?sd%g|SlLYtx`I#bn1~3>{FhmzD;65EtfiUTfDjm`6pE2}xphtnDB2Q)p4#(;O z4L6(ff)Owex+pr+uBiV&MKtKrHSHFi`>M^NQ(Y7>g0|SjiZ|P>80d1i*&Q7ZDG%ya z3TLKm z8C)d*enC$D@-f1B{3;Kg$0|xhv6hFx6KW0;WjuY1eu=9RmV_aZl1NCLmUu&AT_P!Q pUP6=5B^D&^ODsw}khmamQDRA=DDg<56116PbfrtbjX?Fs{{>#+AOHXW diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfigBase.class b/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfigBase.class deleted file mode 100644 index d64ceeeed6143030d6a27b1c8ecee3c11dc0e210..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1146 zcmah|+iuf95IyTSj^p&=rY-airCeGhaHx1gJcLR}mePXS3L*8$ZMK#hUn_D56mP(dq=A7BHyEC&te|`S};3Xajtb2jeN)q4kd>Jcp4w6*% zeRku+z<26yJ)<`A=#@vZ1R-D_d2P=Lz1Vl&>>tSkRYF0a>`V1FO`>BZu(-O`_$z*# zV@{Jor%%5SSZO4w?;J_BpL#(|ju*#?@>Gzpzm=%1lQ85glNC3UrVIs^h6TegavF`C z=iKQm*E`LR>nfS{#RLkgYp%d@#s)+|?C&N?NPMBTOo{i~QJgCM4+0wlTU=X^|BLWB zCK|0og+c6WO64^@K z7A~x9TG~Zy9?o<->sn20S8Z)hs}zYu0BYM4XWvA()BC6ymToTBMDMFnJ?j`e09tch;Q4unudUY5_;4}!?nZwk1m@2r zt{ReJ)bIVmzgd?%UyZJ4`%-j6x9jJk*Pi~yURU}{pJeYwU~1^LPh0#H=C@B`6-3gF z+W`gpp{!rbx`4HloTLZxbr7<`?4Q(kLx~309C|i6&~|-jZ1>;fWTe^1YF4`!PqV`0=tGdiJg`%(jpdCyL4xz znDi3&mh^sk>|0M?+Q;@KiPLj>IC<>pL;s?t-|VhfaXD6+_Vo0j9Hg1~=DUC2{ATpm ze|-EG0N3$rh6UZ!b{was={3XlxK?poBbd|F-ZX34vdOt=*VY`z;tP)5G+b^v_NwRV zo>AM&&RdoY#_-C&sYphQA#u&LO>d52cBI@_?#8xJ@rrE}$`YlH{8FK!S3wU> zspvvNK^!TDxVL3;hFhIu?OX&3YPz$Y<2hsKr9x9xy?d@x-}M+4qulTMB(2IVE!Yi% zYj~!ml}+vyM-OZs=VkEz1y$D$G_|*)C)!REZU<%F^&Gc2*THNe@Fj@>hAv-25`zqv zPAJxBTeZUarSJuY{zFO0T6%q>s%P^IwJ4-^KmGY*fC@kRY;+D&K2(8|8=%Z8_K>J>`go{WnOJ=DQ10>j_hQxnRO#FkTC z)a|Ne@NC&}b{e}UG z>7@Hv2TsK#rWE8c&2awUI2|)gP>~9%7WEE8vL1So#8rlL)J7#jI(@@3WE2?AMr}Ip zy84~~0U6gAhQgdw9LpjU^zn8fnlBL-;rh8~d)0i$xa;0DHuZ)@s58*sfi088(r8J= ztC&~t3T_Z!j+6wJcHyQ%*ViqEzQ~=(n2aw|IMfMrML7i0{Uhy1#n&xRL`4aAdQikt zD_lPvt$i8G4Dy!FSB%HxUu*Mk*&gEa;HM(7n)IZF! z7S>$G>kOwtunB1lHzJS;t9L}~H~=1HQ1K=n3jBCPzU$R0-C^w+4zW(e^i_PV2a8xI zKcZ{~b=4W>vSwD#UasrAmpflV*~6%r7l6r143bG196H*OM_p!6sA%=9*`$A}NgJ|+ z?h*&NvzaAt)*Oa2S#f~|tCmz>o0MNl>Rf90GgX6ortLojTCDwThal=6VotV<(D^(t z;ro>E4br(i(>kXDSF5_GlbBR*#^}&X;){tdQ1m-Qe{6~sNl8^o$maf&tRf9a{%8M5 zFipn7k;ti`aBE=y$)q&FZk$dhQqrI_5&PtKiFh)e>bi3wm7ujenMfu5QB8FZCe!h> zG|@AmEcSo$hlDDuO)|_MWc_nqR}>hBudWx+&4Yy+4G&UNwTaP`19%YVAPIWbPt6?zq+tuaydrC*`%98)eQ*x_At=Vm5 zY$!j}S+aG4KW75P6PYYc4y{K`#wlK<6JoBfw@WN}O0KNrhx6mJlZCvJe|ctVc(O1% zrQ~O(riUlTrwX&vQFMN~l-z$aMDlL>>Tq7T6pYj3Q%dd@y`JL>PL&$rblJ3xl}4SO z>TBXc5l7sq=+*<>HN`q4X74v_&#W6IyJ>Qh=m+oZ`RFar(7kHb=sY(>i=96za)`5c z)zd3G%Y+$$RkdW>hPzssoUrl4-GsBJUXO4b;EHyPQQnCgBKI0 z3s|BDzW9sL(V_P~t$#?XS80@JRL9cYAK`Rv>_eRS6Rjn@N8btJP2dXNr+I(ChcwR8 ziX@OkAMO8$<}#rQWSS796Jy+0{Tc}fkU2M&&XDTy^m+Oo%Y6(D_y8~ek+vc$Dkgj@ zLxISFm2()t45=kG7{n||{MeT}ho8_W{1aw{553ZX4}vr(9;-y5AlU?Yq!MjwEd3?n z!#;}3vAOX={Li@l=6Fi^2n!$L_C6L1U9p)&CjJy7+ z#v%-|!sZZby8g-PhN%UHno=qsUmp}zonw3e?p#5%= zd7gN-s3aFL2a|Rac#){v*rC|P%tD>Y-iwE@X*Wi{``&^>yQ278*bR%ig{zcgQS_e? zU7?w1no2#@-_^ zj(70QN9g4^%keFaBu5`d7e|8QIgS~Q0ggeAZ*zQy<6ZyIog%&8qtEw!`5)j{WJ{&> M72nmv760{KvzlGOA_Ue712Woxw356!K!O#AB>`s9fr1nqAh9yq9Z4gtX5^h& znIqWbw#j{m+;I-)Tav02HcnMa@yAp?B>zyzuV-fu9YzpW@*x!oO?SV3{rbK4d+&8O zfBolse+F<0zY%y*Gg3>IHJ{Svb#(Zkrux-PfpSG;LJz|-wdcig< zbIK`bjy``g;Y}+L0%ty?Fa>^r&`HBIoYMjWZDZTYlUj{v`TSYk&K8VWy)f8*MWA)e zD$J)Ab!WDq8K#}mOw)2ShicoY3Co!%=JSKxXwE7uYfczpfdfmHlQ+!N;_7nBFde;M zYWY;gbP8NN(iG_prHy^h6rl2d0oM?0=r$hYtvAnpxu;)DL5d|;zdW+%IAr$8%HD6{wTRx z1fHo*PZ_uLONF!goL0=!lTEb|Qr>bf)1Haq5L#6{hXezmEhA$jh{Gxl;)py%I2<{SCA4=7BqW8zd`-{ZSB{h=s|A; z-RPq#rb})t%dU;=D2}0D@(l>IZIz!}A*J91_nX(92__9KTPN5{kSGRmQbii4sF0S+ zG2v?6<|UR?^bB5zAc-M?9aR^Vz#0)ayw$3jeDnmxaE{(v7xIa`wmh5D61@VqJt5Tq z-!dxQ2z|OjxkcuzH-gx`hzlxw$m|T^qQId|y3|7MW?u|rcOXD|bONb9voPj9J!Fab=5=R^!xl3#V_c=(X%m zK3UrG@oPQfYweULz!YQZb=ziO@lZI`ww>(9mE9<=;}a^b;gbRv6GlQybS-Nu zT~Bt5B-Uq!Olq0CcA`f>WCVN$>qc_Rq}Zwe@KjO>&~n09n%MCYk{ncWEehCa|w!>?Z7_So+3AEetAuU<1tFWXgk9!7IF^Jf0^pO_wWR6v(GpG6Dzm zUzqSX@@^Bw4OtD(;wG!1hncsF!0@JHcY`9E&(DnvQQXF-Wih%#aUU{>dSvh@-VQuf zH#&6V-ZCO;FbTN<(M@owg{~Ak3O>&$DCdf-cR9_`h>CA{)z8H9$&Zj9FnX6rzhTG` zW%+W{X>RRqLiIKI+`qNErEb{owIs({ys4(OyS=_{F}$-O6!SIvy8Z9J6$*p{vEao6 zu@J{fZzvXa+i0w=IouFv@O4MJ)eC#y|7|ELcjMVIRI$7Eg7Xwd2@Rtik<#ied1I$r zy|m`xEn`LCxyR@E^Gk02)|9TwwRg%Y7P9(TeYQA%?uMiD0&JPwGPtVci@FehpBf*U zRJWC`j=DE$H96H%?wwaVT6$WxUs+C!f73nXCkc1!ZJDVizfGG}&*17+%}&*Dj5;$j zwJSy)H94mCwDxok^rm~%o@4!et-a}iKDDR6?`UgpXJ2~YXoWgZLp@%#+jXRx{BIji zy^oz}?UBls+M}I)YCla$4-9ziaZ-}!__7I%SUJYf&N0K(CyL8_Mor60u`JV8R?A<} z3Wgke#Kh&I=@`p;##}XQgY?Q%NU5)~$?Y zOj9q6M?;*VI~(@N?;7@}1OEPCJdh6k2?wvn12OeoeB>Rpts$9K z{Qcp0=pmjLNY};d9^$CLeRRm)agx-y5?9xdPDj%9{{Cn@@&Kpf^)nAK?88fMKl(>p zS>w4d(b1KB4<82};N{;_0Y84q?;-de;W$(UJ_Xkl@+sIa_@^MrrW^E;v^fctwhhvd z3{tp=QT|@#SYx}0F<7LpaQq5Rx_-Gu?yL0Z3_iu)6?#R(ET6oicotdYC@sbRchET- zMkoC}hk5!`_7-4JhdsQrEOItT&%TT$&ITwuiaeI7Io((B_#HICq>Cl3nX^9pjC~)T z!Oz)BtRw^yk9uDP4@qj4*K1NFDu1N-deZK7HmrDfO!)f)UFo1iqpKE-kiTDv2TNdt z<6#esaoLk#)Wt*bx-}HiYC7ugkHpo#z`2iuNr{m25U&b6#4Qhq&Ku7xDmCzve)wfk2~&mfxgFZlR$^?3(_0d zlWF`N#Hn8a-woB_Ez*7X9)3w||9?*XkDXKa716!SNcbY-=S$b&&)|&=-pnvUzRVV1 z$>6K_+I0vUU&lADqu$1D8{f1Mw$W%KXd`4}j}6mClZ|E@-?A}l?iJ;Dnq}ua%h&k701Ge##sB~S diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy.class b/tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy.class deleted file mode 100644 index b9d6085464bfae33304841c0a65e84f0de05e689..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2546 zcmbtV-BTM?6#v~#$c7ML2|_8zm!vch=%!d(ER^z5TY?EiKy-$uOW3AMHoMH;8%Ez4 z{{dh1)fau#869mO9OTiz$#Fb4*@OTcs5-N==iYPA$M2kb&bfd7{rYzRkMJ48V{V%z z&nud|Xt`3D1<$u?Yg)Q5?4p^sg|OY?w&yuw#dD7=U)Y|zC4DZf;+HxYgK@x*xan}W zXg=RNunJN~h#@j>yS7|lc#z6n>qVJg;g0jf5(VGhv;4V<9fq--=NHWbOYZsHc7@4Z z*OOe5e_^hBa=qd>bL8lS=a;#RBFZpS@}y(C=D|_fv|VZWE_ckVD}7S83qnVXp{MZD zDwG2K4es-@MS={sQ@M+Q%r$W+WXc2KiX)Ep7~0Um5K5_i3yc`T=wi6{UqX!|itbiu zc!wb@U)q9U>3Ta?Ukv4?ooOK$jH`A{;fp54P?m1XV=$E=+OfmWpLm^oX>xrqjV z%d!meUznP2SZb~@sp`p8*Iv8wL+SZ*3)i^q2qMZ`LXa_r2HylG6}~jXNTWX943H{$=;{!3 z++pa-1+AaAB;V(flb%*S3elv~)Q_nj7+8t;U)XAwq1FCfhHp-er(#;47SoKA;~0I_ zbu<)E#UH7z8%N>jc;CtKjFw>!wN7KXGZ8Vgek~I^{Vo!YhK-iBAtOS2eI{Z=t2A!3 z_D2)pgqCT`#8$`GI*d5++v&VR(anyU{^zG(g~^6SAWnaX&^*!hXP81ga4|_utxFTI zmN|wNsoIL}ydmCPnAO9JJx4Qa$#JL)f_cKwR@0eQZvn$fJ@?I)&XxGpgD6SXb*wNv z`@e<)KRQ05m!WR#%{5c)6&=rLo~jNbqFR;`Rj=pKt3lr>(YzekthmxHTUqzW7WSTF zEuB3-%A&VV>FLbbuC-n%)04H$Nrw6-=M}iK!+l%r17`A~t;V}^&S>kFU39susKmE# zNnR-B`C(upo^@TzUvan)7F}^{%d7YW>#41L-VDs|Tml*%rFSJu>0s{1u7G^e^c7iFg{G(_iUDU|@sRy){{)H)uy%f&EWt zty7~Z2VsUj+$1-f#MID#&bbn7*8(IpJY5*TyCkmAd`$|fO=r`IAwrYRPyKJ_FGJDmQJbVJxuP7wMF!#d2~Mfz0(>8*x6Mv#*j#x2~( zI3Cc{JPT~L5!fsSF-S}{VaHQJ|$eoXXJ zlGl*K4pB~~Go*WW7ojX>vUop>d-#AT?q>@JwVhj_S)guo4fIf1A^w?K>i7Kj3t<_W%F@ diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber$JSON.class b/tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber$JSON.class deleted file mode 100644 index 71395b3f9ff074220e4be6822812122bd945a496..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7012 zcmeHL`(GT@760C4VU}Tuh)J4FjH0ZO5Rzq=gan9D@-mwMK_H1S)i~@9WMG-WommpC zkEqqQR%_qym)17czBINZHLazwwXL=9_xr!-k8QtqW_DR%$r3-G{?bqRFmvyoIrp4% z&->mt{`JbM0B*uR1h#5MY}~R&W7?>0I(95&Wp!`PsX1bd#)d2_vrEflcI$R3YYgkz z=>EZjeF}s?-Iz9|#WI>X8ap^Vrl%YQ6#|LNC#j%PplZ8e8qN-Zil+64!%z@X5k$2> z&^ck)0v$bGQi0=xHj@o6K4hlTK_xw{5B+*6WQ?i5rz$?^<65l^hy- ztn6rPOm~K}nqk^8%``1Xa}0~~KFjILk&J-i^9Z3%;F@vE$rxsAY-%EAn2w$`wM;B& zI$5qaQnrG6ffcC}dTQJ!(642+37v=nH#YUmSAJI!WKa?r?UH(2juk4d!b<9KzipWU z*Y$XOPsMCKYiJqcK3B}x7{A6ON>>=G5UEB0s|8xhAbW=2nKLqJJ*(hq6>FuOXD1bT6WY9VVl4*qU^Hho2KJA&w5&@ z3}??H$hZ?-(rnvl-(l$=VeF8QwYXW}+A>5GbkiNkebDz&J!|(`>0E|JYg<%?2^YhT zEm%Zpc44=Qo!BFALmA%rTy`tfv5T2OGa1DK@uh7%T3AA+N$ju2J{%BWmX*Q2XwZ2~ zXBR8z6;SgLDntH;MYnxmcE99#5dA9paGSt}(meCnZrIc5HAf%4SHU37t(z$;tq)mV zCS8j?*%2}`4A3EQydYfp@n;OM@yO`7Uks*7s(p~x;@EMs^^ip&!f0Q zy4SJt$)?-34cpO7=72i|o-P%3OJ(b&r<`MCVm+i;ykkFoBz=v|P3yb$5iOUIv1B{h zT*|Ssy;^o$&$=mE!EqIL;ck|MMda{Hl7eA@Em0$?MK@-2XQPbXg|#_4zt~0NQAWQ= z3Iq)1o%)42R^VojsvD>>)IIwxodf+dD(mzD=Erl1%^7WCIIYQ9LSWM(E;W{~KOSqp zq_Ai%r)VS5d6F?WTnPISV@lvE7iYfvhNMKtU4+n-mdWYvw0Qr%n+h~9=6MUdfjNzj zXLSV((E4J%(_v|Efxe}+86Nsl8ja>lyNK7dc;pmJsW^#7`C@Lbanpa+6)c4NsKMFn z9>)E$2AsqLRK=yj@SdD*7edyJ!iVIt)9irC2zH3cOu-`p_g_{3&Sf}1{@zlwy;H@b zc#O^OWkr&wQ!kdf-*U9%sj!7x7%$$(xe>FOJ=l_b(_74Vahsf|7jw~8Zga6DUWmAS ztmSKa><~L~Qc^t;Wj+Yusq#IJPe;Mi0$19)v&Stbe(qxnA8fiqwxl1x2UWZuA7UU$ zq*Id_BW1WPvK_`pypJEHzk21%6-L3w1wzTb!J+QHU991?`7G;78pbE_scL)zpJp*A zmtOLlCB5w_mSmneRQ9^nl1Nx~z0Yu?#V%T+l=+}Kd?AeY;z_ywi&s?POLcfs;QHCl z+%TuCaXr@K=091xMl_lGS#7_}{jrzN0|eeIX6diviW63PpJt{rx*hGYtnu7riIP*4 z&*v;0x_449Mqm0zkL9J;7MFIPvaCgehNCktd<9=s@dCa^t$dwlI}d@nDKs%|eH_V| zDesK5*Pq3?_C>r@&jadNo>fYBFa^hzZT&ZSERY_`%H!5pfs5PI$Lz^a+ki9oB^Sse;oe6}hW3e;8XudAzC9cWb&Rdpeb)%#Ww zq834F_N^RPRu?3s^7f051i3Dt&YZsZd{tNq!79DEkaL!PGr%o26qc1f_z|VXBe+ps zHONCLZxh&P7kaevg+z8e3f|yaIpZMRjy~okK>n7MhHb-w?r76E3vzSbFmsOGgH|q^ z(s%2_xzRnRc-*ns@>AAIw`&mMpM$;K{c0(K>H)W}SDObL^0U3_hK6`UN#uNqT)Ix( z8w?UmG)N!!kAHp&v$-L)j8o2Aalj$1wuTXHT%TP$w^iNCZ!X$qm*p(lqGuPixkrsR z##=fPopCkM(U@pSbau3y5cXn*`C-K(!tomFNsLlTc z9a6}4N=eCD68@}R-R45JwX~`2t@7Jeb(Pv+d6Bg>bdG(L-JW(%5McCKIOwDWUkw3Sq={&+N4)qY{Xf;f=oqK93!#_a{gQ9 zqbiP9a9k~~gXY01iOU;0LVrh$7)QaeviTg;mpBRF_k2qNKqLOZwa0P9sz-yiM4eWOh^YIH~CmVBsh&*`cTmxY-yRs-XmwxGmU{63~ijo z?ZkY$5OrbES>3L7)^vtDYde=+z+Fcp%ObUraHM918mT@9Z3d|qDQyM*$oDk}{2SY$ zCh;*$$Pru3_AX6+G@;&FheLIL<4i9q8b*ozD*3 zjDFlgXgBUAj>h*Wzl?MCAg?eUAswmBN$PPu>X3#`?X4q+5#sUs4ZCrIuqqntRu~wg z#>2RS>vc-J0=FSUSdhQ3!USPKVy}cr?0`G7NLiMm7koR(Ssm`7y^0;;PsC89#iiK< z9OQgcK0^_f5q74GDNilQl=sdtq}+i`$)9H6xZXvaZf4H4rIF;cWsntJc2rgc1wBY2FrG{ts&7vXd5 zcq`sbn6%@5yvMiWodr7%`F1o5b{sF*QO@#qJX5ga8QSrQOWAR?Y-EWb<9RRLL5Az{ z=KA+BB%2vGA8xLg#>dX$Gt&9J@Rk8w#n`VwD~ZR8!hAWN!e@yW!sqySG~;wO`4_o> z07LupFXLJ93SI_+;yk|nGSyHKjrvlRW%wo z`x$?qpJ2cyFcgfC__}KVs z{0YVf)4-cQ%6QhcT$DhQ-96{be&_zpuirm@0(gT0p(uT~8AWwh)>UYPs8!0}m^+5wCLTR})NO2TLts~>M zl-8Wh{m_&71e;GXY_8k@-6SlQqPXrhl&Qqh549`9Ff!8k5$om1l-nGJFmbVtJ*C@$ zA(V%!qz50Smhn z5xH*1;V02A3y~3-!>MkkC<^qNGCR4Pm=T3k(aNP+j%+XSiFM(`-d;NWPTkJQS7ABn z%tC=qzFFDRj>X#&wIbo=*>s2BHFv}f%%6E)y+TIW{jCyKZvbD|H(_lkaDOF)^v?cn znK0UGU_Bu#;njd&!?%@B;@Eh^d>S}k-Pzw_Z9FE-T@SRez~v=WCM;hMJs*ILJUb=S z=dlgr)Ek72X9R0N>&d}gJG-D8O=kP-UOO~?OL^h3ul-7(-k#qSLjK>sA7w0C%Bc7f zY|INo6>kMnYo!U!e$b)QE*r)p;KK~cqV!|Pva33N~7=gw1bG9tzlFf3BUz_hm zVlW_s>@@(Su+I1=9C40evzW#_TZ>i}Pgz@Hdzs}5%MHc}tiomKad?Mwj~*c9Va&rV q54UlLC2}6dF>wIWxQodHI2!jf?rV%_JkXfZnAXT>%xKJNJp2R7;cm77 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$copy$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$copy$2.class deleted file mode 100644 index a1279899ea341eb275491ec43c5cd56a990ca47d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4499 zcmcgv>vJ1d75`oNv6iC5O463PEv*1k+p^lb+Q7hRYvQ3R4VJ%(D8?AQD z?#gk1l9czmyvkQ*V1^IOFcTQ!WXJ&KYiIbz-$VG_-IbqmoMb%6-n;jnd(XM&ea?RL z-@p9>z?=AuK*2Ees^e62qatnJ(@Tyk!#St6FV}p1A~&J-Cc|ZSq3#=tmfQs`IV(52 z&u9<=|ISw(-!g4Q%c=XOEj|7EYE3su&b19oFV?*kX_xaxZLw^OHcqP}OLe>Cn~v@2 z7o*wfvBv&3YKj%pt{dv;*s1*Ch%h=nn!j$W8oFiJ6@7Z~x-9vG2@E`mI2u|7UXC#K z5lKV4K>L_!oBp^!wfC?DI6zaQeRBeT|9{KB>)VVEJ<@!x&lWCuB}*7xw}C6APxnN zn)a$wl~J4tyxP0hv-|df1X}V+wI}x3IxR5Ra0q7Rt_deJY?W*Ljp zq7b`EMw7yy^L)oARut~GIZgj&gX`^>^p8ngQ2vqKs)zfOa1EbJ zq6;smaLEb0zP~r^f1ieT1X6)Jg$B8%k_L(OHpy7Zha3IFXw#4`U@Cz;rUep#N*tF| z>F7_SjR1*?_&lyCMHG{GF%)uEK!1E812P)Ekiff&q2E4bkUai{TlRmH$L_X8C~Y4z zRtLVQ)l9>esfvu3}L@V+B?DmTs}dMcCG9pe@@=uB4;_=O4pG z_7;#GJ|r-65RtJA8<+!pakJN*WoyWWM~M?pFeY$F1$Ft3O|XD;dzC>DiB*aorI-gEry$H6dEYo z8i-hJRdot6H3&6;<+Z9NEyQ0l)r>t$tjwBva^rS;V&irq_Ixb0ar=eXkhqjkTW84W zm|;8i&6-p9*mJk4M3KY~FeNawe_${vH~9k6@FV(P)6XDMo@B95EtEsAo-*q@f#b^L+#yZzd#>Yz|K~miMmjQo#n2zQ0{#_@>b&9&nC0_9|9yOxM~`3nB1gW&@Wp19$Ouru8m{)^T~htK$zi+0}7}2j1SmctKIHFg)L-b+vc3-NTpeJiyiY6JNQ9 z(m%;_3x3Y=J+wbWH{u#%8kPv)FPOaXkUEOM8Wr5w5Zrx;fyPz<4>2B6ty>5hs}g^T zR*3RaV{;n{e!<1dJk)}>*qENf0^e1>KjiyQe1F8ZGNCdOO%a)}7r#T9ZoxnVW1M@+ z35Mx5>Qw3hV)IJx{r6C%-tQ0=IzmV#wdn{cDD#WR{3fX}#3O2F`Bv0AGyUsuHW2#@ z>g%|%n^@;2u}-XQBUVdIkXYnPI2{p-XZp#|I=;4>Onj3}oMe<_ZTKZ`KS9J{{1`uB zI4EvFlE32EO6U(GzFY8XLSoe8hkRe<>?LaS;~oL8EFhLcn*aF30yjUYhEJ)X+oP+0 t+QX~(IsK4c75|M8tXa$E5t|0TqBd#(VUR_zNdQx05VeW~F2XpJwC+kQVqvvQwJVJ4 zwsF!&+Vq{KkN=?O^i$eX+d0iSEuZ?KpW1(@r@vXP#8U#AeCnyrnVGAZJHNSe@11+^ z{^Q?&`73~%_?^IA&4{hrc0Q)%b<1^PIlHKrX_A(!Z@IDY5O_beZo8&oNjSUY8kX+F);0?;Ov!PqdDXoxQ)ue>u6tv;htrrw z1O=}6J8H@sk4bnH{3@R{byXw)zg|qLlsZ5%Pw+9 zy$vU^bJbKeOfk~4AjF&h*M#Sk$99KfJ}r7N)r(-nGz$XP>v+ySlkRf25Kbf1i~!CE zoQXKQd`jR(9mG1m7(xqLC1jhxDMESZKcmd}m(0M*9chztr*97j=f!TM> zx@sH=;WKzqqIU{Jx|5ZVQQMJ2IE9NU8gYp_m*NP_eM-Vas^OAxshR(By0NJj1x`nD zc45QRWmppkA0;GhXjq%}y6(qQfmgZ@2EU$zQv&^mVDAahlX|w4PwTF>thpM+6e|L4 zd!v5;y32W!&0wQ`1ces#O_B35OTWx4{pHNkPetoxnxvOm`uCz8m01LO4n}Zhl%iod zM$U;PtK_t+ASTd}*WHQPx!HU3$(h81%)QLr#LQ%3Qs7+oAu0(WjsX?d@Tx$gsbzI} zuVe_-Avk1OGo%xV2XbgfNS{&6vTL1zy@I3X-O& z=QY#2X<{pYmg)WH zx1Thr+fUR$YoK-e$%WvH;+nXl%0+tj=~2zHtw#mB1&Z4P-0@)M@XVPmN~66>3WD4adU=IZt|rqe=rF zGZ0?U)^#a{pB?txXo_pot{P3L@t5OQ2ZjcR?L2ZpYz(FENoIAJgIYV9eT8DK#x z8uA-=UUn?dGDhCgTrazyVbaL0r?m}#ttG{e+nG`!s~7#5P|~vW;)JO=j?R*(C1K@E z+hI=N16Z|}nGDP7oiZf$xx;iV&^cFPR4V8ThGWQ&ZOgJ*s?!Wayy&kbt<3|gEMEew zSosjxL)I=pYpbmJy^)2wH?q$5Mpne+lAH`b-1$>d1vH?E>Z_1W1EzV~6b8i$7~*)7?H1c@q_M!cMUD^HvTV!T zxW&209N%Vpm+d|7ml__VmWHV1uh5u{+|`67k9th%O^*UT@bw?Y8or9JQIBmhIQu4@ zq&rAET>2P+MX4pJ6}Aqx3%$=_Y-9aHu9q#^QRb~$^b(|{gm0-lkr~~6(`BP+`wd+z-}L1#5w`3(RUACzx+`*575Y=4dYkdWO<|nC2=>GhyT{6}->W+qv-; zeuy8T(~}1Dv0rgM$k`wGayL*%($l)|YmWbWAq>Cawcg+bKToB+;_#l`OPuMET~v0x zvb*Z=ne{p7$0mL0;Sw5>*h=D265qt*B))}jC-EJ;wZyMEJi*&b2sn7h!FTanZazze MzsL4tZ}}(x0ViJkr~m)} diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext.class deleted file mode 100644 index 4cb28ddfc4723927715b7796ba3e41cf99d90b25..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4652 zcmdT{T~iZR7=F%XNtO^{iGn1c_<;(6xO|HZe$rB+0WBy>>DLn0u#jw=oDJ$#ozAp( z{SBSzRWI9_qMbU^VYuv7e?osrr|;QaV-nKDbi8P1GUxj|@AH1{$?t#t`Wt{N$T7_8 zrnZyMXEZ%yST@(v`GVn&X=vHTQ(L={ydn1H-08q#(bhMzM&)V%j6vPjcXchRTN&-n z#qC%uJo3X-tjKq)eCygpo0t-22<76N|ddv2#^es3L%6eLA0TrA;ilx zRG=~hxb3i45GG!O;&=;=1tFu0VXBVhs(f2!?hq6lZ-s;&hUq#8b!;Dkil~6-Wf*G$ z!gWLlVVn@RPcodU6);8H%yMn{K`Ni#3E)%^r-iou!V|H;aHgij@=J*j&SF4_IL9E{ zTP9~%sCmmtil!2Q;=`XY>{OO=>(b!R+oP7bfFQUBG4tt-!n`!#mWsBf^Z0V5R=VtaS;R!Ih}v}jDc=@ zSxuENPf=qTToa|pw2Dq8NDP&wsaxjA=U+CuHXDEYP^epJ6IW|97^qjfsBnpzO+*)K zWmNNFJ|L_$FdhIw?$k4QRiUY`T0_%2_3cU!v!L%udHH=*w9;;!p7%y$0bHk&`NXuh zmJNN=tqu1|ZW1-S#-&6<3WvQP!cEMHD)c@>8yP0|IBN(lRK6OaQI-~r$5}mXF#OSk z8Ow@Aov^Btcum}LQ>2k5HM8Q+|FcSzv0f#(Pw$t1O1r!7D4)DA5Gi$=vA}=ZaPLOv z#<}LC`(h9&EHNArsr;Z|+J?yG5bnB3_Yp(qYey{_w!W#`Iu#`;x9g)ft|S^J8Za<= z9Y{}2F&m}P<``o=`_C^1r5-6Lsr%1^^b_OCPEtDD6N-;c(Md&8_Mg+macPv@><{}@ zDJqTnsF$g4q25n@;NW||tSD;ht#-AC=KIeV4!*fgi;^0-HKImosdrqVt8xz;_0dRn zMlCe*JEK79eBW}^74h)kn|4BICxTH~394;pWF@2?p>0QU<#xN;LEEa@N!t#g%I&av zl(vtlUCZriH<3C1@Zc+1&?E4JAN(hTea4xvTATBA;BoQKfMK**-v{soy@G50X&}#4 z{)@P{V>9$F7wK!8Gm_S>$xZQ3bi4+oYMF`T+Hkco833qjzrAT39?xtJYd+-a<$c3_|)AK1a^jaJcmsbc}>M zsf~w^QX6}T?%41iBC(M@^u^+P=#Ra^>9va|Xg}r(zy%D_45XT?kQfOyBxg;K_hF01M}5RlXj$HNVu*lT&Km7dD4`|xGa^6I zK!V^Qj055zWQN=Wp3HL7bz&GJ9?*5_h4j#H_@Yo)DEme)f#>(|y4`an9YTmZP7!I1Q z{nZ>@yjmPZ&{lE0MByVl@tLGp6)x%`U!Q-4*|ivZiEI0~G5i7_RCB)OaCT*Mm3-BO zd3;DROoEYcxs*un(Y#9T0+OEGJOybB9f-JcQ)|N`aUuE+iH^uGu>3}L&>?smJ@g3? zu{Y^nEXj|Q;yqG|_lWpYO7Ttt9CotD?$#l85t*n9s+FyXHy^gCjZ!Z`#|A;o(i}u2 z<@Gz%OGqP2{nv!BLe%c9!f}@4gpGgdH#5jgIMmRK%QI0W=agGU&NscLwX^yiT100t)W;hlcv?Rype*;a4 B!dn0U diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$fork$1.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$fork$1.class deleted file mode 100644 index bac9cca3de90e493968a8d581039ddf091d2504c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1749 zcmb_cTW=Fb6#m9Gc9R%L!li`-3XP$OA>KeKlsW{`1lmq8m@|LZSY%r94Fn{l?s#sHGO2AD8-q#&ZNO^zZY2QB~C|ys92Y2 zZ(|qso<cg;qYJ~eJf;o|&o z$1V(SDb!kV(g}8r-%hl3X`r2peLezda6gM8y&V}g?cDp0#a>SGR5>we7WpbZMOl(J zuW*PKOvJ_wtEl6W>|QQDXOAnK9Uh#$eN{n__xfl9Ujb+G+QAhY&P5f|_-q_kaZRC8 z8{CAG`Y!i-Cb-b+%aj&`C?ULz>I&e4QFvwrvF%E0@s5$VBW~+xQzuq(`GXLJu?^dC z+Gh#z%)^WiPtSy|Z&OS0>OVDLf&MLhpcCCQe6#i)tA@^*WG&KZYS?^7@49vrr`E~K z^CV_RjBmtQ(l+<3xIgvQ=;n|^EU`i*Uf@u^%A`OAMMf1O;M z%!_yzKHt_q8Wiv%Uy zB^~FVD1sr~BP~fM;A^4+W#5p0OY{MAF_v;;Vhe>3)ewhqWQ)S1LMDYwrEH{QDURa? XNvN<&gPV332-kTGQA_ diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$getHistory$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$getHistory$2.class deleted file mode 100644 index c72a5fb487570fa287ec6b64a7864e1e772f1f37..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3370 zcmcImTUQfT7~N+Q48(v4YSns4Ym|@xgO}C|QHl_1Y5+?BYiYHUWC#P38Jd|O_R4b~ z?2qVMpKMo)uDVvsbN@~MKv(xkCIKXoYFCprXTJH)nSH+Np7ZD5zx@v2I=&USt{LjG zZ5LFnpj)n^=IoMQl_^@TzUHbUsS!ChT78TZboZ9wxOVAL%iO0kTx4uS(AGt`qN9=s;1IHQ%%!@M7+M$O35y+xN4C|jDtE+y${{s zzxtA?Sp{_}yQJq_>IC{;#pM9}0;jw;nz$XnK7oA+!!q0(0%xMNC^d0rsCQ04-)j|J zZXV2kkzTqg_lZPPdz%wNEA|J`f{=jUT{Ikl;s3b1!2U>%i7|DVKY{RGRtU5k)~da% zdle^eF1kB^y}MNc0}Zfu6!DmzEf*$qSIcXz#tIM%0ta`t#=x>my~)eq#Q+EzEsDHy zl|~zojW$qiv;o;@RheR?(FS&+?PxTC-rW_)1}hnsW8@q)RTpo&0h|&z!Zsb9nx2}S zNlhjnWM(sWl9OY}F@ZzT2L6W-##=$0#@hldrk2&E6R8j)INJsV=L8OT+fVCG*>vS5 zQGpJ3v1C7-vc@&TESGeF!;Qi{7eWm2AbQa!;7dma1-f>pAcO&^ax+d}ZeF!7rGNk~ z2(;1jJC%MGI7w$~SYD6k9aF7N4~1|E?*wrX?+P4ix-5VzEJT8OtiZf>)nZuZ5@KD$ zP!Ly<5I9}onF?j3Oj9ptX2#WAJ-L?CS7apzz!q0?nrVhzJKR%ZNQ-(;IIAzPCc-_{ z67C5x*+Wai3m4qgP)fQx(-QMEldXOD; zyVU_qupL%4vrMn|RnsC+jJ|d_Yo;{WkG^bGj`y(<_~C!s?=`=O4Xg~|7E&^(8McbY z6f)ic%nG!oCNnc5lcPz}b1eduWQ1@RAGKi)_d@7Gw|swIKv_922X^w6MisFuLJiHi zgAXO#XKaYtmfN^nDX#i>08->2q(@KVxHT4-ekV-Q~!P49cwYQVQa?2Ci ziZ^#4&4b=#xtP^Uo+gyCEWI>pY7R+-UyP)cGi`?y#mFz(dD@(@%cYz?ZbSLmOPlp~?tO`>XrTIyW zSM0my*%zjD@6#Dpt866BNxPCSPm!MNkN=AE{hOG4LUq+q3CSgON4qgq z0g^iDvf{b?0cAFY2Ys_*9K#xm)0vq~C_m%l4SezeM*Oz-NOzQZ_LX#=^A z{k7y{opaCQ_ddVh?>t_8`wK4t*d$^C9cDZ>kxGrn%yBE3k+IQK+Oq4cCNtKtOl)ia zR@Jx7{`5l#gpQa;%~--rj>mQ%JYtPz{HPJwIA2(|n$q&4R>0R2PsTHwh4}FL0XHC4 z@@PDrN=}lDEIGaTrtX1>R3;Hm#?scI1c`~=K74%2>K-U1vfCB5W?V6QC_bJAPG0$? z$eUwMp@0Skb~!StHi<06Gsm-t_GZkCwaZMBi1d7BrP7>H$l=~hI-VSNYjKn3AIGIh$~$s&G8U)BrIThN)}K`T$oQ!AV}Zcp(Zkm0goA63nKmaa4iso! z@1o?q+8v>^><{7!gaTNI27!fI;r+>}>5MWH16R`iZ1o#hEKrk3Od41!5R?VVF%S{( z%ZwJhffWL^>FH$un1QSH$TamheteLG8CWG?OgSPouv)+q=eV^5yy%|MPP}$zTUUlCP#45XXlR&#G=atMdh}Gy)FuH?SYs1(iu*1!=bHo;|OlMg( z?V8RgD=c+rw+MX9-S4LVwiMeL!i%9rmieh6$pjA9lc82JGflO ztxVQE2*lR6xFV^nxIXj;2x+H4tDCwiO!Q-bL58Tes>rj$_Eu8hwt1+@;ZZyB7TfNp zGx0=hmpMfa2eCVVUD(5=>d-*&SCkDK!d@kaVS%OEt!M}X@#KUx)@RDYgyqNn0Paw$ zc|m@JZXY3RytR6u7a1U~H_5#;c1z4(STVX*+WE8OJEY10xMBt`*LCnwO8oLk26xicjJftzZikk}32Z}_m z5P|+`E8CUs+pXh;>5ijam9Gq34y>N&<_h3yCamKI9we3B5X9p)B_CqC=R^j9Lp_f5{;x@B z*a6tBB$cfTY;mXDAtaj)X2-ioQsAEX)9MbsCz>OykVpeh2t+R-m^)PZ@zb`)qju)< zw-xO@h@ZjF*5fIBG>9kgm`W*rUZBm@K-{^ZF)B~l7gr94glt@&jUwFgrWn_gmW-*K zA)cJpdmHyva%8S)J?-`)axw*(>1oYTIh9ULPGw?~mX!4Hv0Zja6QF#{m!4vh{(Y01 zs9gg@Hml3C+0^OBC%J)}i|B4U!+bt~=kTfGE!m;zT8 z<9Ea}hlf+C1oJey*nDC)K=YxlE}8ejBvc?%3aZByQbr+;DfHVdIhu}7(PFiUTqfEI znPzSmuXfvd+r3qv0d1X%bFtKFDh!QYF+xg>S&6bf>zFk$tfxSFL3{ycl}Ue5h_~mVfIsqIUaE%= zFLRGv>YKQ|RI62p8FwT3e|49fzy5&KJ&#phs9Po}(%CYqv&C0}NFt#UfnQVShK8#B z23340m7Wlo%*Db|4N}3YVJq zCp-(u98Rb1+nwZLWr8Q}JiT+<5s}zG!=DH6r}zt{Vs6B12AVp8_-mWozv0PSW!aay zJ#Eo`{4KqM4%~L=yN8TgLHr$_3E|1E&;;oq6JG11Fs@7%pLDez2KayJY)h{cJ%AK&Nbv^AA5 zN2wrY_?3mAP?X<^*%w9S2BlVZ_3gy{KNw_O_zpGuc(3NZy-*S4UFzq!`k~2vZ634~ zWF}RlRce`elW|YX+{3uzq318&ATEkpo!sxs2`eZ9 zqP|Yli6E`Q(RcL&)G9_HaG)SU^B~wg@1t>ssSAW>18=3WxPAArMcf zd*`B14~K6m?%UZM+N`JEvc^zTZ;29OXOLKous7`KyQQNe2cXq$Xo!tLMUXRmi!*#H z@!e_z>Db<}t?%5ETQnWLJC}rZkPbm4w>kZN>|eU`K&W50JHqVD36YFyv9i>{WT}P8 zQVWx%7A8wAOqM$dsez>yCIz%Gbi0CGM8yDGZs3?*MLmN}ydG1LsDK=;q%e}_3 zP=pvp%p_*vg$7Gx+-)v=V+3PJ648Pu|v~Z+|d|X%?@n|#T{#OhvufZV{NF3 zGqkM~cdX-#g`sQ6Tl1ag9#)*FHNml3bT{pHM$=A>^`REFYY`T;M?{j{cP@Jg2yj)d*kCt{aS%}?>6r7)ioUt>jtMM4_fJAb)T#5ol{II_M7Rr`gR(d zO5x@n4iq5>Y`3P;)+l2WZ)O%SUm2aCpLSqG92omuC=2!{lU90L!j#e?p@F@r>GY_z zBc8CZf!URpe%Hsl`mnmM=cAb>I$s~#>R5)=1$|i?FX9W@0(uYva{= zSsO3S%i4H-Ue?Cj-m*4ce8MBvkp_iG7_nc_#*yO*fxXPqS2GMJvs~D zNxWkQ``CZS$SK@8ivu&b`*WJpX8v~ZnaFlNIOxL~UJ$Rv5SnSJN)7 zK8i70jmjwbAE=GKi0BKfc!ZLZvSnb6<~e8&uz4=B76A)~TmZF~0$MvKpm7{_0kokM zP*W8^wkYD%nzqm));5*`T2}>-EyoF}y&TYurGQ%I1T^Ui=;l&D(K!L}xrGZwJ*9wJ z=LE!K2Nyt_O98dd35XZf4j?)*Z6*fo=(dwcm%`d#0LySSCEioJ!#Y|DYh+GXyqtE2 zb$=6#)o4CWJGdgIP5!Q{6r~g-V#=1 zcVDY3yAK!OX~^LzX7?wnvHJvrL79kuN-3BKe@@^eK2|E?4^+VU1Y?SDczd!M&ZqH= zgR>7_t*J$fbI+c|b0gvueqk2B*m@G5D@F@EUVwH{j@3o@JbopI_7m06zK9t<+*KBR zFW*)wYier^pHZwbzzY6TM6{}k5TOUeX?#gn8*1KQeYTh!A3j<@PFs$gHk`(nbL5;9 zZN#FY&M6vNK{i#Y`E&SH+vsRQ3v@6x?F6KK9tp@-$cmGIkdt5Usy_?QNNamr#A~M% z5hGF;2}J5o;XE16^Rt=K*hH$gQQ5bV(mtG_OFoUAJhUIcS-v~_BKF`*%qm{OFkZ%f z%;HXtKfv+#;+&Sl6f*`e1IT6&W-fy;)niR9ZBu8EDuXa{8HAb3AWUR42s4*Kn7ItX z#4An)VcHo)nKU;Aa!dH~vWHi*R_W=c4w$wGqxH+U@D$dz&f-FsFXDRqk@oTr_=%7-fK~=IqlY z#9U++YWv*xGIFQ|(X8@|)-%GxH>YPrjsErWvB*i`AE7Nh2k#4ad|oV2Yt~i-eab;f zM02~G_;zGk@q8SN4lV{bI3L!cr{l z7t2KCE(j@>ixqd_9TN9QafL*^#CnMM4eN)GX-yBATs5FCzuUFuf zkz8RidBL#G6?8KzlX^CrvvkYM5k8W$jug{rQq^+4p>cr~oTj4Cs8uktlYCvz*S7XU z*?f`O%q4U5CfWMM=Hf*9xwJvDWpkvB&EyS%R!%&Xv(jcZSuiHj^h5HHdPDL$lGAGw z=H$X|u-&d)O{$U~93JIp3JFojNIE01V*y8&C3qKWWaO~BUKG(t5upUR}<#{jgq}M!G%3;GgpBo?4v*T$)@@&ja74zP- z<1U}a=W`hCndxRFXS?LE15B* zWIQDgJ5Q!A<^_*a%cntoDwm&8p);1trRgXhGE^Oa<& ziIZyj{f0~x%sicEYrDj0Yi)rMoQ-1{npEb|SqanVQ>>8@l(y>=xWaFG>id#&6n zz;(*=^6Xxo@>=`XvTl%HOpY_fT4u&b4y1FbsotULc)NjEs;mPuhJlGF#xW_xyEm`^ zYOC?0V;9`MhF#AYl{D<`m(qTodn53beLbfwDU23onqQ<=ZUz2v;HWpB%csEat zlrVm(%u9>q>ixfq1n)AcP%zb=zQBv>{7l7cuXd{tulWbb|Cf8-1@L`Z?i<+U-nC_Q zS=n&+WMwg*&lN0V{Ak|bMUwTLr%ucX933t4MIyzzLM9&M36^lPbV4so7FCnNsk6#* zSaGq=V)bQ_z_2zaCW_gVlDjLR!X|^O7-# z)+T|>bPa3Cfcg>Y2LgiY5x8ioQ8%ISZKCGLmD!I(1FeB*K)W&<cxHF37? ztvw+vNt_tmFuYdlZV$GK!ENh;kt?&>HZR%WhO5tn0$R`T3hg$M-#+)<@J8(pn|1rT zh+^H|Nr^pi&Jt+~HU$Q^cW*5V=<*}gh>R(hDaFpU?W=H@f9VlJ@}XwC$(*X2ivG=#M;()u*^kb!q}?)47smOZT*G7rUL#FVQM|^gvkMG&!BXwna3VFTy$Y+5Idy&01>X?bJr{gWU#Sa~ zdGyMZq3*rDT#i?Kby3Y!sxz&pi!?>>+8%ZrCIX4Fum!HR0-a?Ndk*)e<9n}Uyp)Vp zZR#+iKrIpj(qY}AzLT)8Q2lLW>lCS0vAwNsI75s>Y4YPif92x^&-4La!#Kl!BVRDs zs4+N0o6B*+hrVvqoXpz&Znk{pOD;Fv=1ft~hFNOru$~`NpDx&EA7NABNHKHHD7cuW zksM2+6MDf^6fQD4nkyDk#z9l@X!~+GOL-yh^n+xGTZs)d_17BYIv~Uy`Z`DI83u@p zpsotX;>d%G+jK0GJUEA!1ydD{H}fhS%c&|H3#%#|OROp!i>)dg%dWXNtq!ZO8Z~%> zw$&?h`6phrAD8Uk%luVF-((xJ1~=0&ZxRMp3T9&n8{>zOXDVr9P!d7Z|y3Pd&IcXOOgSMS{G6bm4=B}pAm(bJMbs4t@ zaQgSS>Ev73e!A;*?7D=#mvKPQj1Pc3_q_cI>1*&y{?Zv!VM_WH;V9*V@FG|4C8+O= zEsk8Az)6lc13SH^IJe`Cih9al%6T4doW{LnJI*X-$9?!9<58{GSr*>Pj;^kz`;{Gn zf1Q_cj5U3FmEaSQn`6O; zpF)(j7x}TNIaceA9uzp-91FW6rr{&aF)hMjjHDmt_mv>WnmeZ3cGYs6aK|6zIK=T@ zcl0)dLT%x;NLyW7^fEpZ zgR>GUpz0B8tgo+c0FAoBrXN-Q~3~Gk(#UXrY2w%om_{0-K_$t13214TN_{JFwN}QB< zQsOCzZ%TfAL`dRk8xxVJllYe8@r0Pfw;(M3=;A8~KXFy%P6HoRxT0A|vrLiANH*u{}ipy5{dpxUeW@2p+)&o`P?$_VE_xknM@4fu-*UR4kEMb#jflH(1 zx=n*Og`<4Kay=2rBsxkQD`Ul63BFaL?JD=hhDv}jq!0NKH*D@SjqSZdVG$Z*NQRzF zr_)soPYTuR98jLF{?~Vz;hV*J=`y~2-6QIC@)=)L2hv~Gp)=fTxyqJ~ad^}=B;DO} zxNVq@@}%QS%TFN5aLYOnR%^>uTV31!ntQx0NReTxa5=I*q!u`7mZx`8NMSgMA-u)# z@H*5akY*Te3Kc#|kLH_&D+o&=gSUq;ikl3qt|QBk^@QA)qOsi(9#_(JHo4ad!p|1W ztD_ymco6Lb!=2YJQn9)3SGcbpA6udm_(|Z-8~A%F_H9ayQ0E>UM3HZM6;E&_HbS~X zXAH%D0z-_Fp!XnNBuwWUtdEyM{Y|P(c4gZTU@PiOS#^Q1U_WA-R3P3!Ox^RAjwypYJ}nY{#binHibHH z8|&O@*uu|OUANWklrMAIhg>kMzvzf7)OY*zqZ+$V8a)>kZre4fL^*{5rjwXLaU_oW z3`>PKQ276Dd)XRzdyt_{F%#5@bfj9Q0_eYcUs}&%E{VJNm|-L@^ZWV!F2GD`7Wtsi zF2D=d>kSN}|K5s7=MAnn6|&YoiczRqFtK0)WqphAV;SsbNove7%%7d4lA5k1wJ{pH zHZhStJDJed*<@TlJ4v%KR@7#-_4Dua^B>|`I(GhJd>}BTdkuwG@*e~(l6bh>7H3-2 z@dhexgFX+}6t`NNyi@0UHtk2M(h*zT_MY&1NT%vq+}`1y3^aP+jhbvaTy=vJk~O#M zSz=8F_Tx{xj*@M$BYjEgD~{u;u!1Qa)2ptleC6>@l!QL!pkW~304zO@LBwhQn0DV1 zs?l05W^SBfB(_-m1-BRmGq+Fi&KU-tzry6RUvc+&B1AF+r+7b7c?kpf8S}sYMCLK9 z(VPbR8zpE7j1tuea{U#dapGOapI9e3ONZ&0$3uKVC>@IhJfhX4p@IG_@FbMJ#0IS; z()pBv{cIO86D1R66N^|P5z8h%#}~U`K31^0i$Op5WqmyI5%*C+mF#u0|A@v1{{WgZ B?pgo< diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextKt.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextKt.class deleted file mode 100644 index 3df91c4fa361d02972264ea9f01b6915371c872e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2864 zcmbVOOH&(15dLN*^cF0_JS2ldK#qABRuBTQ1tc=WK|uz`I8!KNLtsx}hDL zW>wRxykQHiY+BqM)39Olm$p_Y7UbTBJKeU!U<~S!eyVFVy;0S6507}6Rs#&H^>N{!(}!=z{03Bh|{8#9eGJ*kn#CQbt*n2~LiP!V7~a z46WMF4Y3|Uis9C=Y1fQ~c63_T4DYNIvM2&ZS%h(eVX*w1myf*=Jk~9}&Pgf5ovBi5 zPUd|pds0a?KfRy85QbwI#0W#MLg9`e!?4sjCp!}r#wbIv8_6AG?6b_RAIGvj+=^oi z?=Zx(l9j9%$mRCL${2JgQzwq()^!A1L&-4EChKGcUPs&2bm~^{O>(aqk?mH2RDSwl zjZ^*v$X14}Znkxd!t~WJBya~)G6>VxyBu5W4r7)f?FO$ci9;5zo2R_>mSnis&4VUQ zZP*(ON%M>l=^9a9#Ta% zOg3O($F%;^kh2_(Dhmu>pT8Q9oxh4HBZ~V)dSZ%tF%Hl;PTQFqYB;0hA~Q-Zx)@Sp zG*-64nO-%X368LwBG+jiQxmk4l(UI3mBb>cV2Y0B*qd)cy`(1Kw* zW`z#*m5c`8IjJ9V>#3|qhS(;5VeztV^9n<%WR~^XzHS+E(>sy&6z{iDn{5ScUhtRD zV|(U_Rpt+k8pi@XltG93jC?m~_K0Q**0Do8Xn=b%j{a!A!WvG3Q|VkuLaqkK`n3n6leJO=BJ!sgij2 zJv`Nq_r8MfTEJ8vn2IF_?2^(5J|Kpfqx3crD1XV{u<}*v-p^S32?55HMLfi(2VeqQC?23sASw_Om=s6~^a}dRgpiQy Qp9xF|WCXGT^UiepKcH_5W&i*H diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$copy$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$copy$2.class deleted file mode 100644 index 509b0812cbceb80c7fd57cddb8af98eb66007a51..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4772 zcmeHLYf~H78Geos2+3=M9mh3}>!=AeATVnj)1-mA#vsRPWN;96;<|0Rh()Yf?JBz~ z3{5X?b5E20kajwgbc&scXA(a5M|JwVyDOn0C2HKS*33Ek?m6eZocF%^*T28~3cyeB z7loG%OW$zNTu&!rG1Go7`fQC(d#W*VpE$a>u=2bSyj`qdbknr-a2P!pz> zQ#a)3?78A&$UAdsrg+!bGIZN;D*DpuU9%i;O=04@$euz{;Y^J24f3bZr_eWRIaY8< zsmr4gTdKv@ir zJ#*VE*8|tntFj$a$j6KOr&~>LI$M_KI#n9HVfg(1QfHhHU)*Kgsx**jHNIUje6wNm zZGFuM%)qLe`n>IyHyi7%p3`dUnXy|+{q3L%XS=9y!Su_XRpX__>YbeBiMpGC+N$oy z3#~X6P}j5;`i4X0DhwWUd<}=7rIEm4g~Q>ghOaA({;y`zFn~cJa#SHT9EFC$GfnjN zVA1dtjtj=qB3u{+3a1Yuw1$v|@8P6i3@Hr6JQ@+BFnJL5+apZFGdL~8zOSGSw}h6$ z#U`ci5Pce+MONtjKok%K+&7Wx5|kRA$FPw4p=hQo0jY2@PQPuTs$m49a(YZ*c(l+Z zOVbxL^kY1OUQ8$?gAL19=p4CCF~7CcFjpVqeXBK_3B+|2vfV_Wn_145yJ^PtN8xOo zN?MD+SbJR%BX=na3+8IQa@`CJCNzVhsda_pZB=q|GvJoZVR29aigK$eM>#CJlTvmk zBkNB}*^OX=VcDH*BN)e;!dSa}EVrKJ_*U813r+CVAcac`Cn{zzzqGt`bEUADf3tM6 zbR)mGkYAw8qaE(A;WFkj_$jU^^xDR%DK{u+SU_GJ;3~r+X1{FubvqCy*A$Kf8=iY_ z$+>D+cHJ`-p6;Y>`o+)iY6b-q6<+9+oxAu$3X4i*4;FU6htH0dseWKZFXh- zxOu?BCGo#X9Qm(ju!1)vM+rHbad50tp!JnKlcFeG8SM~qt;K0(tlI&Fm2O04bF5Nb z=rkM9n{44&)g+IlGxYm6_j|vl7JR)`#uN;u(nw!S%H5=)DEpR)dr}3v8`|TQX{pcc z>@@rWzm&@{e;ta0TJD{~hC+W~v9vO`IG<-GZ73~NiiW$`Ov8e$;R0R|d?vO;ZAwEK zYx4S*B>V7k&Ca)T^51X8{;O?MINIRYl4TRstsZ{0BxF)Dfr)8TfF82nwgfs)Xl+X2 zslEGsnZ5g&#L2|q-u+XF^Xghgwl46Zvxeh3J5{&tGdE6mEW=%r5L13qK7o{a?MWv3 zzdHO*KKUoSqmV9H6~_p|N|K!C*NdbOms#qT;aSG2ZLY{f*JLs)Z(cWQ@%uoLU!aTi z>Z<9*D_X&EOmE&ceBWdd9>_avc6{b4y4HrfrjRMQb+2q*wS?Z#a-CnBRr8kRTVycj zI4-lLe5B$$J-e4amqMDJ#&QS@4oX|gwfDG^fX{b!sNp*M&hW`@GJLWT44-V^!Y8}0 z@X5Z4xV;=qG^Fu9p}(UC89t|TiNkO(UxO-sLt zz7P_DQz0ZG_lMAVOi}3Q@);bJbU@y6g+1~X`paKn{`K5H@ycKM!r$d^j;7<|U*P&9 zEZye*5sqUVCpb=VoZ)zm<19z+A(lUTgq7RJZau{9uZi4)4>>21I6aP!2>l3$x%L)i z^(duJ`2tL!PLplnBJSZOY-1KXSsJ3*&*UE(X_(^<(lGNq_ikna-yn36elhKH;l(>#c}b=p%k;8LGd{gy*5{v10g2b|pr?SX g0`3)PlAQwW@pb{f#qY@5$M5lnJ4pDr@8ggE0h1nseE2`yjj@Z0Y*S=th?}NsX)P~W?Yi2P zF{KaESJL+*ZId>oP5K~x&4gsiqhY4_m&|nfFLkE$yV6RQE!hUo^p|Qz_ujqdo^#JR z_nhyZ`>+3e@DBjT@E3tm&4}h~I~&!qy5&02v|Z54V-77>Uv{ITiBU;QCMUEFa4r+msaF>rSE z?1%dw?3^Nv4r)u*O|*Kz$YeOsZD@5D3@3D0;K+7F4hOIUfj0QClcGX%rk&0S1S{${ zj+sGnwWC9Fbqa)f6P4u~A8!DD>{ii&Jp#>AV}Y^l=({#KnGbE8N$bXvUJ%$3O56EG zQl=Z~a;J)lUgDC8fu^8j%JXIAaY~oYd!v*-72iGMcN= z0x>VJrw)Y%axO_`6Ors12L}K2nV?-F&wsjvZ37b92FlnrKr{97n8Omb4b(|p>pp?q zs~9u0P_Qp)bEd8!EYMdEGX%SWVL3+Hi6*MU)2@O;0(-N%J2riG`rJ%nYW$_txzw5Q zsgvU;X;^Oq{{=9BsEU5jhb^Wyr<=4W5x^jxmNE5=K)bj7S=}j`uH58VfnBataoU>D z46|6!1s-X1T;~Hgisw`eAuceqF_>+d`wB(`p5B;w!xU9O5cSg=Gq!E=z`82-^VTq< zNyBlOJDs)9^C^9K>TXBQ9)pi?d9bC4QITOyFpP#Hh!r zhMD;yKDPs(#Y+MQDs@99Hxyl?n#@N{Adr^2P8ckJ%*z6?+D+H2uPtS&FvH6$fHX2H z=D=KjeANvJ)6}z?nQ}E(A74)EixSTjWCfyWZWVOxU{8U-kk@;HbNW1CFW6JIyeD|c za2JAA!1sf=xdtUt62r2kz5U3kSO8;Q@vuPPxlPVBxHoNP=C?U`?mn! zP>dTBk0rnfbgY_RF7^}}X=K~sR1v&^D>r>2bXJ&aiVR32cS=0b>|eRsAx^21JV+moXqIhV&f7(Ycb%BwOwEg_Hq18g%GR%e`UnW% zmv~bkTrq7;MU}FPg|uF(tHzgIoi&PWF=kqpG_%O$`Dbc!^o&}Uj;yfM)1_yf8cqc( zqX{(`-iIC?4ZzFdiE^ zs)omT0BtEFYiVw&`e`2HjVy~$o2YnRD;V*o!};J%}lWfQdN zeM&sw(Gu2D9TkU}KP?PFK2RBWyye(J)_*`phkTKgdcHBZ<}Ffu_%7E&VhzV{b2N#j z5^rZXaud74hi;-P+}wW~kGw~sz;D@x%L}j<`}hTP;v*C+N+T)SR~mI=KSjO8u@5TO zFxk0=TlgNOdTpHl@D5^efB0`W@@IYl@0VJ+3rdo&MDAetE{Nd_#9$LZkQ~d6VH;Z@+`d4r)-rDr6(%szM8V>j0#0%l(n>g}!e7*@6y8YL& zzuSL3z8dh%LwAF{oO5hFyGz!4)(>BZYAE*t=x+%-mG%(#$7C2=(>0t`Fm(3 za9zQ5MDP>5S?cBYyEH<6%lHN+Omsu7ARaa9rgp5ri2uZbuTqA}CB zh78Xs%l>7~y}|w${C~jzU4F~xI8KL5Gt?~DJoyYya*?A}@*Kn$7>EkjeCWka2(P2S zAQgB8T^_YlUMpTOj?i!!O?&RbSBe68x{=$syn-t?IA4y(z2!C4c-#XSdzApc#MtA_ z;z=B0FD15zBe(F?75LuAH*evU^}^b#!rJj_jj%6wj8d2v$cTBu+QJbkbPL~EFQ%<3 zrj25xoeKWI-BpgH7GUOFXWPtL`&VABG~pf2`0!Euk^TP-#^O)3W|nq6P9Fpvn)k#k zAE$T{p;=NsCYz^Z)8h~-dL8uPdp!N`&!Q=TA0+U@1b&1cCzw;OCGb=HjLZ&xj@K#D V!5a?4P=d%VI`$g>zb=t~^IxMj^gP(OD1p6n(>Lu91W%V(+K<)$b7mBd5CTe;=fm8zFG8wO)|kt^GtX;|XAUGof! zyUOZXMKOqjV`-+6uenuj6?0mpP}I_m)8fc-&C)%?wp?W@pvE(e{T6OQv|-gWaWr!# zw+pS)pQdxG+M1@AnpIL}3#(lBXpQ0Y+vpxfh~ao}ql5lo^f2^f49oC7Wmq5Hm9`BG zI>=~Z*a4&T$Rfkv|BL7r_^b6GP>Qap`0ly zE;RLdi}+5<*aJBN344iEqF~y3nIYcLzLQ5}#Ly>h^)n=f)yDD84wBJ}{ZVvdkRc>A zX1KZ=eP2a@A(C*o&W$zhFziX_l&2;adDCJ;C#4wn8rGU!=0UbRm%5fip=0X zO=P`VrP>(2f)2w-dkm6>j$yfm?kZ}Nyy=B8#Bi|0y~)|R*@by^CVM}>kiV6kxt6^~ znh$S-f{YO)qZr00L$|3FxUfT&aRw<77z#ry5I@J=n&}B4;|%+}6~}%!YfWi}S#vnU zf$czFlyMH{qd1ET4Ci)H0mHaR!9fQ3xyo>iY-sRl&sP~A<5CnKfqd2DM}96%V2tBrvnW0J2A;5sS@tMr`cy0s8dnp6!j<) zr8u42YH>{zT%}dVFyMxAoqm1 zVSK^RtIp)-CuSzIRQ4KJ)v=KACBBMa3HM~Yi=*QH0|u!&E)rl-{H0=ar*Wl2L&&@# zx8ATNo+SMZ)-B~ys;qUqK+pOsi5rNeB2Y=d>oYyNqw7- zk4R(eMpSH_B@i;2Wm}IbcFma>4 zW%01o0E`bS4` zh#0dvC0I*!>M)KFD_=;I&QPq;86n~)S{G;3=Qw>k`5VT5ra$z%=uh==aP&Doq`iIg z4TyOIncs0)!X_r3BP&*(yu|gp1L`y6{-i5ictm3e($SOnhNuCeyKoP2+{Yz6z-6L^ z@&|p6v3`+E0R|buL?}4;64Kp<5~I(M-^9WbTK8e_ISn>p7=$pnf$QhQ zk@6|vc#&qoF_s+Nz}-zqzvBJ|wAY!%n#^J-v@pBfHzB%HfZuq)ERq~0g*H%polT_4 zCPHk4b=~-uq(_MoT7Vq(9gQLCEVaNzUHG0>B*Nndn(q*GjH2hbOAGNOT6s?lC&lo- t7!ocy^aB^CuuRNLOXyOuqQX$Iin0n56%`ijC3@zdim#U-xo}*_{{rz9-lG5j diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$writeSession$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$writeSession$2.class deleted file mode 100644 index 77761e4b338870c154c29360e9e06cfceb73503d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5791 zcmcIoYjhh&75+wktR${TEHo*bCAUDL26fSq>@OLx?hvsu+3M$Xbqbu{nH=+?x5mK~qa zx(cJ^kP~?;;}XeH4+hen?m~YFnpAFBc}))O?id^EdZ26Iq&BOmre;m5!{aCQjLUZd z?Qh2t1=Rw#2Q${NMnSDWZMR_=?gIjIEd!hI*#;}#TkKzB#a*pOh1mChQQh6K&Vn3& zmrH`+p_0w->bS9uYOAzU8%|xvtQ(C@1_T|4T6fBD61xTN*$ie^40VV_5W-D_N{pL! zW?G=BV1MPP*~?k=XppnE3M5+6h2d*&a13GG97PSb2~Yu~O%>%PzBu%yy1~Aq7yN7X=p@GGup_{~3?NGW=Cu6}WkYea5D8_9<=L)D?6Jw3ZVPX)tG4j*)THbWwcJRX_*r znAF|g;gR7ZW9gy(hewZ$9_}CN>+jrt(Ve{MN+l_QEv__i*gB{gWlkCPTBau*W=spIKe)m5|i;acENCxDZX1 zu{Q{}w--x3qpn0uarOoQQ5;vk>#Ms;_qNzq3ctY?1e{*xs#a1=7!y(SfF!hYg+hCn zSM;W%`!qTk!)>@-GMW*?E?=6Cp~;s>uT)3xnTdx~mdNn8>&MXCE_yV4Y;&D7Fuxlmw(x$0TYUZfRyzZaN=rgi7 zQe+*WW~i#kwVRrAJWjKEbJMtfg4IG(vmaZ{O{WZZs;O8#h4IBzXX~gu`6oTyVLTJX zQ+QTD2~JRfR51$5vupihmX%PgG|FUQ)1ELATB0NG=p7psE(sQ13hP0CV#A6P{411# zuM#(t)9DHpN-Y(NGcs-QCf3!u(Eu-Q$}6H$knSYQ^bK%|SHdH_hOw-dG!luDAHKQ5 z1;t%()KYi_-xj$023E4#7xZvyqiMlav?6zW4PTcQexF5m-~eg7f*&%`Q9>I6z<4*;iFHBkE?$N#Zpei7*;mdVz z-dhWkON#YSc2-v6A^F4a1Y%kWRb0`WSE28wG{K16xqPNN8VZLRme1T0IwbC>4lkc+ z5Qn0&n|Fk|Zq2f-(^)(3urd{6q=M3q5T!A;hD$cSV3!{VG5iX@X6-a;Oj?@jmCeUB zU*SuEH~E|N2Ve(w@`*$74gw2LlF%VfisKeS`AVW3!yx9EW$JttQJMm=YYF$HqRH2A z-^-iz#G7l?RJ&*e?!>z)xc=QFd z$D@}xmeVb79uX*;%jiwjP&g?yK-$`tio|Q;$^!CBIPFWHSi)y~>Cq*8E*?oK9r4;F zoQ*3lVrMEG52tG5;j5`|@HTw)(iJ>)tnukZeCaCpbPgBk4HbXEzr0pHN9Y>)%$6w- z@!E)}^WInCH|)I(X)js%`Sh6nWo&f+ng z!%KYkSGI5AY5Wb(;O}@A|G;zjC(ep(I4`!d|4q&xk(DJQ?m3)iEIx{MM(lawFY;3B zOK;ITUuJSdh}(+inI2&ok3mEyi24=w3MNN?(7P2R@gPOInKClQw_QQVi%kYWW7{IW zwT$mv;(I?!cKBn8S+Wf>BMNEv4cbQ@4-ogWm5BApwgp^VmMQYm0$yGXR$m0G$4^SY zzSq!0upqtoNx%n-B-?1v0)Dm{CQ^in5Js-E2EU{BC?#nHn9slGZ#Ap2H-ZeV!XNl1 zgm>eQY$qtaiypnh;fus^et2L^-RZT>XkqKn!L44KM4Q9hZ+FmvUr^Dd9?9En^-5+c>;TF|mOdheyau$cqt{B}XF@Xw!t! zCTY{Auk@9)P203i^Jvo~jUf$vP}=^|p8gxnf6>!#W>>4Vw0@qXJtxHnG_$)i_ujep ze)ry;*}wn$!#@JpgTD%FOQsXUx!h19Ib>!FGLg#VO{>ptwqRZ^B=+^}Q_p&P`wm!l zf)E0ci^)sLL?)RXN*p_P(M%PBs1gWtrnBinmk{eV_38m*g>)v-o0f%+UN26CTrMLM z1N`kbhd3&Kr8I6dpBou1BnD+Baa?yR9%V8k35t~)G&2>?%*$qKtdPqmM$}`QLbrXh zG}^svGkYnW&t*rr*y5tQOSin|==n-j=hH*QNmLWB_9vy;(L068p&fk1ugf|(k& zryoz|lOrYv3T(7(=kos!%i;B%6N<IG`8+eK$JuuNcq%Q+3iIM?zy11mW_qXt{m!#06c&Km6HyW>n4_1LZk?hsg6KF}4b!dQ%Z)VN&&>%2mrii|SR zf2xv%tCkH@qse}@lBg&DFONRqA!H|a8yN{ zK!~1rTwoDt4Y(qmKppQK*BQJR(kQ2k&8&iq!0HMzjjk9ku*XyG$-aNkEF>Ay2PccO z?|2VWgHnPLoG^+~y0Y>`psV8MoD#Ock|Kl2ax1>NhG9yo)QUUySS0k=$s}qV)lf~9 zG+bdxAoN7KaKT!?z`!QAXP+O-rmTc{$nI?|RxqkC%rW|8O_`v>voof1Ylp2UcOn${ z+e~CTn;m1>)_2J`%_G)5cGjLk9v5ME+??zM6%{S(DbIB@PFGW~ph%v}nDm^zUZ9(S zWn;+6r#$Qc^OdG3+F>HF*La-@}L$(nuUxKz28g@s!SEeFp?^H zWmt!tQ*{XQUC~HW$;5i5F~yjdVUSfp&zUfVRjFftDmQvXi2Ls(s_EVr?}>z)s45xd{rtaW(K@F<~ii;Y15aY&SqiuOsp*Ug~+k2gBC&nN6C z7^#3WCdA%yyO(U_R^J_4PLcU^;Cv#4OSsISs1-YCm4rgPG|ymOR&{v#^BseD8>Gke z25#+1d1du5@{p=leNttze7azsFs0OKXr^kY%}KU%iLdymbD+Iaw5}Oyq_$~;g|uWY z#xw4MopLRuqj|cv8X=AyvAkX^9ajbv+S3E$KWH!tHl>_XXj{~?=rR@K; z5MH4E#g?hl)2F$F@P7TC=`BEr)8*=#Uln&pwfiQYc5rvB@G&RzPqU6alkhyE0(Y14 z_=d{U-{yWyGL>S&Ym~)}q{dN!6Z5o6QJ6|AsC~QYMr$WE*hyy1_jU;^vzc>`#r4{t zBp9Bb1l|ar;Vq@41j=EZFn#PII6=nyFpE2RB~|EiEF}TAj*A*~zco0trr2}dY*#21 zM`I-}G=ScZQ(O+uk4yP3p0aRp5hQPIrI9=MY|wr;toZi&b17 zw=H>sm}Ft$8@W`)!&{&F5$Xp5f_pB$%V~Ah%HH5sQPq3v>cx<6xi934+`1a#KVM{> zzE)k{o_*sp7F&cAF~e{54ffS_@xOh2>+14bSKEB8V*jydIO1DjMEy};tG~4>Y8bvq z^$K5WAR34S*&1wX*oN3HU>jz;kZmp7MQkH%>)1wbzZ&oxiz7>pY>YJWn&g*7?q0E2 z6Sl}3ts6MVXKXxt``Nv!7uj@VFtXViTuZ(#IocdKbWcm7ds-IV)6(dkmPhxrM7pPC zau~&r?1?n5@EvYx@EfuR(WN;Wz3dOZ!(@*4h;~efv2-AJy_v)Nd?{Ea!k&WJQ0i zWyaIDuc^n%(RfSiZ}KgzNcXL_Np=cHR+hYHS77gc@~bWJTc!D}j;!h5V7XCSfD`CW zl|$F+q3a@d^{=r!&mL+hn$Iel_VOAc>nUmzscdn{b^G-IPx^d=JQpO=;tt~7v99z& z?mD7pD!G)*jF}AFMHrWM)w$7HyxD!ZVDi8@mn}XWxH76XmBoO^O!aEf?kR&6Z)bQd z6xcnd$?i7_zSCH1ZsyA`SGA;K7rkY;z%$YQF`f>Lm_7V*LZ-PtzOQr+&y%hb>7i`0 zFs2Cj5Ae$jo)`74Vp!U<%s&lDi=43LTR@e5;#&WvOY5XJx3s3NXXSgpp zYEKItG)MDhieF!Fhdtbr&6@cGnWUticoK3VH`LTYSf5#ncTtwB^B zlG6=-$EyHagKboueplS%fp*0`o>5oaCdUs++lN;t@$#v|=Zf(>XfC@K zRVTw`_m=URr*x>oO?vVYwl(CCZ;FOKKx9ia%HQVb68^^g(WR=XjxJYCAi6>|!RRX0 z7|}Is;x}+te9HtHdYO6NtxS!3i|SW5xtp<4qIT7LWNSuruB~f!*<&=s0r& zofFvmu3p#g`P+g8*nw@>&EGEU!a=m-2u~7@qZ22wA7{~nBp$$dJcY+O?hl;vkR>(t z@wxiTYi$vm>?zy$bWdqSWy8GIm$F@6Td7+2lx+gKrz{fGJ!J>O)_D->^Qf%`6{ZY4 z>)(h{@Bxmeg3(987O-7cUsL_mO9;J(p6fW)7jN3q9P`JjV}V#OX57I2mOB2#kyQ}2 zP3gr6mT(~}hM?JXiF6a8d^jxXD$A|;Jw*6_1U|=b2 zzxO80Gw~*I0~c=L;+E?eDN$B0PQWAd|D>kAPUB&zgPWzuBBz~XDMpE|V!S!$XgS6C z3I_{)99F_X9ib#`Vcw*lg*c?a66VsGNzP5Vu28O6jfY^5<1Rd@1v_t1a0F{`0NvmK zxtX!-{`oPH|suq;j{Q0 z=PIy^VJK3yO36YK`{v8}g0q=2vbjeYf@pxxhnv_2Fucu~U#JKO!dir7~h+pBrC z&c2Gb2Y9vDzG`j{)`#kF)xK|Nt30$CV(iHRp z^?4D?*{}S+&~AssSsj26a}w3E!C}y0e;s?L32rzA5!{S>uEdIe+ zDn4ZD4HqnoA}n_I)f+`v>^xd;II!4ASQrj0;)I3az@nM3FdSI4wg=rfxQ-V~7^p$e z#(++bU06g>#tDJf2!U~G>6e7SI3e&lAuvt|yg>+z69R7%0^@|hTZF(kA@D0gU_27T zcko?%VeO2UO2YwF=j<+3G*$|>DwUVf#-~_&MkP;w-9qFy4dLdguLl!rzB2GJS=fm;vtDgBp#J`Od>1suEcv1Nr}9Kl-MKDCGnKR VZzbNBn2>l};%SNJC9X@{_z%-!K^p)7 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AgentContextData.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AgentContextData.class deleted file mode 100644 index 47b2323de4dd52a367a246f9f47b9d94f4c3ff2d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2094 zcmbtV-A^M`6#w06X{V*YbYNGuD_Hp~1$GLqpGB0#HP&>|fFUM4n4wI%mriGzxwiy; zF#Ih(`KBfkjSq(K=pSV~cV=kX!bXx!n)7k*Jzu|b&h(#u|N0xi$Jk}qw7J#t{ibC% z9Zw3Y;RjA6ljuq3Tv|KoW;aqkv!$H|V=zwbGuv`)uW5aCeCjl08VQEf7WcT^W_VGm zhYz}vyH=eGS&j72;6Mi4YgX$mU%K2ow}caL+vPvllKY-@Du{eZ%FlX)lb+Z}1O9U-U)>qW$?+pigNzU~K2>(r6Qfz3T(*`DXiFhybQ`Esx8x>bhp zIP4cxqaS>)Bf~Ho6=t2DwJlB<2A=I&HBVJ7ctfNy%J87^(rL6}KVRE{-FE09!*X0` zAF_AUv2vKh7{;^6VS-Ti{1c~kq9f0cacv=MUZ*Q{Ofn=&>gfm`WRb)}YTIyIa>!sh z0}YQD%-cQ6A&8uq&IsL^rX%Bi#sDuw_TQ;F zrHo4}!v#^STZdb{=&zg=>IlW!3xOPrF?Hjve|8zB>3RJI>p_b$S=@8BX#s}{xL2;5 zy@Ced>`kbews7or!mZxvZ~`+QCq)|~?GsvLI@8)`3HlUhiZDgMz*=;E&Xran>12c9 zm#d4ptTwG>HRI|cOFzvhhI%NDhbQV*&*-*e2X-QhE1K#v(*;PaLc)#mO-gau<85jK6b#{8V z)1)VNX@(dk>fCeoy6s~p_{OF;YPNX8Q$)*u;EnR?B?{%WOU#tlFH!t0jJr+rA^9+oB|b_~b12f6YmxL%=&l@Q zyM(tfM;fpcW=)MFN#&@8lFBR*SCYo3bT*lYONk1KXdd%eh?BMGUbz`5|Bk}1Bxq2% zCkCPJY}&=ma6)Ghcm+tb9XrG2RDxrR_<_A9CkGJKaMo)P%aui z!ZYFyNvp)y2;uc3Bx-n4gH=NX8^p0$!#j9-1Saq<-aCRRFemW7KqjOg2;@UyQeakK VL?9(FFR&o6B(N+{5?B%V@ISO>^lktE diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/DetachedPromptExecutorAPI.class b/tools/llm-bot/ai/koog/agents/core/agent/context/DetachedPromptExecutorAPI.class deleted file mode 100644 index 37350259e752a259680ff3adcc8d7bb2acf7edc5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1214 zcmbtT-A+?M5S~3)iUqYGBEPaIf>xHmAnKaKmysmZjUX_3WMkcfIpf zdkA_wuE%+TGw1r!_XQx&=GcR zGDC}J*4;%bf@7?fBi(4)y)z7AtD}6`O9Nw&JrOP8DiPM)($NV9HVs1z7JH{647C+j z>d?*qHPet{uw1Nbt7PcjpzO!S?%=Kt;s(73t6K~f2GD%81XE1HQ!SxlWUxAb*UNbG z#_*2!KJR~GFm-*!$1kyr(3G0iOJb%QXbefh;8#H?Ww_P6zkVJYtn$yK2|vtx`9!^9 zalg>j?2w;Ir8pJNkC2m)AqhitieitEUuw;juE}7Hi?G^b%SKZKwnthu+>m&f<0ZNn z5g@{3v1|PBgVxGW!WKq`l&IK9j{KzB<#L z_NKGJb~^2gZ^KT)+hnj^{Ey+F=TP?1?pUoSW5r9h;vt%7q)Jpl+}Sd zRKsv0Bw4R$&5-{bR^i3l8F)>;1218Xb{|rZrhSC)yGXQAm>~CI*PVn%Fhz{V2QcKp wv+vJUIYnU=cXs29^vwHSi49DZm5;7^5ur4BUqY2w52a13-9a>;M1& diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement$Key.class b/tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement$Key.class deleted file mode 100644 index 340439d2aed24d580c760ee1c074784e2a6aa094..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1282 zcmb_bO-~a+7=C8A-EIp=DSm*83RVOZ7Kpb32^NXfqKTMZdN4y7>d@_MvNKEYMm+dK zJbCqG;=vG({wU)+U8;$RL6c^)^M1|q=9zh)`TpbUHvsEcWO&MD(21gUz}rF@9kilY zq&~UIh+`9oP;{vlY}y^K5>-qO-rDk|G5VH2zM0aJbe?^B!-9XZv$BKu+mN?)^Xy}TxiIbLz;vF7$L|mC~6yR7g z<7Jvqzxbxxt1>M8UpI!aK43=}zRwLOPEPm8C51S4VRiun>rnn!+Gv@){S}5srzgdN zGvWOHeb+zx;7**Ltoo%)$ys)m+2g$LoPG2%zFW+kee$vvyUOtE)E5YY*lZ8vx~b7n zD)L1ua)zxzC@zOPBomq>!_37B%i%7=)ZZV{Qpb?Us?k2t8?Do0d69JYMEsiXg_J4P zqZSVvJeD>-PY&0V5^*);S__h9epj{?H;Fx9VK++Rme`gSJV`It$gXHeEeXA;RAji3 zq#&%2p0YII9F5kYkMvH_EJcBxJK5~Q7Yu#wmG9H)^^((=BY!yEKz0NuG6G+sj0G=} zb;w%qs0Gu|X}y{zQ-Cd_h%u^VFi%mb$6y*Wm?S=B%y@Y$P~L%y2R(Za56P|*qD0v7 oCfph>*Knmqov)F_M2)c5n_wC@aI*pg4}xHfyoK8c9pED{7}{ z;-)BNBc+O&S0EcSu7m&u);{sk(axROneRU4-aB{p zKmYsqUjRn&p}-kcPp%loQc_*ga+aA)8+py4N#-o=ij~wdT9)sUC*_QpLN1kCG)_D3 z#+_Fo2!ZHjbxloX)Z9|?*-MwTv=u^?Kw`zPGI~zp8U;(wX=d_tk#s@gC6s_ba754P z)|f!Hb8-W4*2?R-rQr%AJBq)kFC|Z=Y`Mvcy;G{GRY2*Q7dSj=3{HS1Dd)pKT2 z&E*VBwRD5@v|&vbGMQn4kZq>af`YKXAy>D{YuThuTjg_VCYj1fSxr4{h7b{GNH1&Y z6&K(+HLqqhP82v=uAXDBih@P37qwyRK~x}+r}4=;CQxI`;V7k`ULayxdDYUEu1=GK zf<}R=&aU|gLTC!Zk7j|`cI!nD#(`@1@K^*fhdLxMIQbApji4TF66)~?8Xc&^l;Iie zs=&FO0X;fdoLIvV96^U1_$wbfZVI=@sx>%epBr@wq5L z7YZ+FmhFPOc!j~hM#atNkI4@7B^Gr#3&6L3c!4*O6m4cd~{Ts^FDw^d*?(I&8 zHcxEzQbuD2Qq;UQE}?ckcT3n2d<`$lb64fLYgo(j%q~Ac-HFtVIaFZY^U>ld(Yh58 zMNf~64-I+A&BY~SUL_fs8y_AU?&4G6Ne{{2We`8(q_b3ZHNz5TS>R1i9E*MI*y=bE1OF6nV>nZLyF`JJsEUOAV0chDVn+xG*v^w0(T6b8cpM z7rc>P&gm^q@=yT}cXNTu_C$OtrD9v1(u? zEYP+aDuXSn=L)7>R!nWy&(ui`mMA+Blv;XVY!oKLYD&_tSrD^?ITibxIPYj8+Q%7ULsISG>SH;%vwgI+5_CvCN|NWp} zQKHr7s-yL?fA-TGRiqor=teo;9p7IX?~gW-UcWY=C_aaUP1#Ir%4TCzHX{OvbNiyr zT+}k4L=Uw1n?&DZXFt6u*&XEQA<}|$tHa`^n5lDcDWXChTl`8mTEjt`#l~R79<;e_ z4DN~U<;Gx(f-#z^ukMBWH~kwcV$pr~KMX!Dw}Drap5hMf5Dlfs5ppk` zE4kUr1uS{mcX##>-e!EbiG`Pi@`F|2;AdCD$5vQz9AJ@b=~*q6ThmRQbd0qD1!T46((npI;4ED@gYIU zdEF=dI|fLQZ8h7N{AjUljGr&Ijn$)V+Zex1Y#ZZUpFDq0Y#+YAiB~=6@;b-yKk)5e z*#_8-cE@V&p{^&kkI&v%1E0}(IfD*EB+o2V9+!d{6g9An{Ke{2K`$-s4jm823Dk#Yt&p2i=K)j#314lp>&`6agLb>{N47e8``$MZbe_NAy1tB?y0{ zre+VZCrUOPv~wHKD53dp<-c7be2f`jLv1JM8Y={ykXL3`-V2NwnF9JH+8w+wav<8e zEKy0nTW>s$1Rb@J&hHJ^bIpC3{fvXTPO?;*1_T%EM)fCfvTLHWIx zC{Exml>%2{ml!$8G>e?;(c^5TRYKhQd&pPjVR5@) zJl{JMIob^|+${+C`qlcK=kALG*ZGp+i?K}6k(O!uvYoOtZQ&Wq4YDpM)e>V9xXh*L z*s1Z%dEqIB@7lq7K9OmMk5Y@Rb<{JCTQClV+;h2Udj_{{N7iiejIFX|@jXkBDWjLc z9O)wob+45tn_h}QWl-ro>Rx4dFgD)Ov-O8)c)tfd=#3(ZK8BTccq4*-hR}xiis4yX z+^Z9>R1adf-i-kal4Y%2an>yVP6Y2T+-j*+594+e zL%72*(hTObWr+f}vJ?|ywVD%0ez-?)kKx1eKyt|=-)dp*(4=BT#sIwkFV zUQKG-mf)VyO1vmEuj~@LgG7h{~?wPt2b{nigrlYWk}w zqVh?G#L01=dUC8Px0GOXDZ{b;ljC7!ip7;FW&QN)r>EbCmHyD_58)2~(lnLvwj>cL z84dbCf@-l~SZ_zJ2WhrIo#4NtbFxT@6>m80uu?KiYCf*bEhFoc-JDnvd*#AvRSMhl z%RNJ9g34h7d4*M8q}IPp(QWL7Scy;hwU4Z1Wh-SBb#%MgwH&v zIMtRtuLh!<@r;@rO+K7?GM7{z%|0HTo|~C%8d39z8h?wHkUldrqsf{UtJFz4mYqBW zNiWr=Tyc{hz3|Hs!?g^x@U3!bPq_7+SjNe5Ylpk0kEm~UXU&4mC6ye8+w`+SnkA98 zE2d`>W~tc)8T9j~+uY?PLGf`0)|0kv;VxU;^MprzE(n}8)7NRRRTMD{)j986kcuP} zDoa6@4xtlaS}oJ^8-(Z&h=&#?Uf~)8e!`6t+12rD#S2m1%(2t_ayL6ovTLcMC04u*+6@Q_3r=%Ue0w1xy>C$UB+8Zl51K^znG zCE;|Qps!C&5}x4`qJ6|VeZ#cwqHmf;uR@D%B7(US&xno@bdf~IsN3A65es)?gZ34C zgbYFd&#AXo9nR(yHt7}S=&hzG;*z@vr7@kxqcmplm`FTHV-_Fmf_eB5bGzvD{Qs1P Vgom()`P%dM(fy}1mTI_<{{^l9yl4Ob diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement$Key.class b/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement$Key.class deleted file mode 100644 index bfbb04ea9a0d0ecc94e42be9f4c6c1c487e9a64b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1258 zcmbtTO-~a+7=C8A-EK>fQdGci5fM;WAl?c@DUvi4OvLoU!3<@n({5*zomqkx!^t1w z$*U(54~B5`M;YJgQca8rnr5@}e(m$_GxI+4{m0jD0M@X;u*qf6iK14(TS6HfG^1Fg zKDo+>6BCF~bg35XMu(!Nj-qOsf03rAx5c|07{mK|n;-Ka38k`4 zqr^xhbWrWP7hNoTwLU0`%6f&N^ymL`$S}FeEgochrn>cBjDBj_5N5qx6Mgfi`GB!<9 z=@;L0dsT+T|Levu+6U|i!w(YzNE(^z5`$a3-AJ zukZTjAKZzv(-ps*DLYHf65Gi8&iO|#zJQc*8h zQ8PRnRAo8bBWchC8Ky2*RSpjrCjWkE7CVMSRiz8XFjA+Bv72-cMEsf`gp?`Qqb3g< zJeD@TNET~KiMSeatp!Ojzb9LYo5XIcuooq9Q*22Ko_v)kBfFv@wIuX&r6R+PB-LP< zG?b;O=4hM_J*01nW+)2mtjT8QzhLNdul$Hsua_LhEcwOs1G2+Fi4ph;Wh{7stV7m< zM=Y2IP3!eEnF4GXC5%!ngE@-IJqGtNg-PNwjVUjWdCEI*@wjIn;tAO`LX-(Rwhy<4 lt2JD!QRi{8n5Yr<#y*(FP2Adtr!lN?TjP#~uaVcd`x9S_SDpX> diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement.class b/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement.class deleted file mode 100644 index 6f881d7e907a0e18e3830e579fa375c2efad6f3f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5317 zcmcIoZBrZ96@KnYNQ;myf$bP@;y5-jAQ=nO7q>u2Vhpt$APGKlClJCzBd2ZXreo&{R!#T%?3#{#+sWx=y~1y~1*@p%&2?+q z8=vup;}8PrEp1!Nl{IrC_v+e~UU1@w2xLl@Q#MSAY1JLW)a~4Kqw9kV1SlN>u}Q-; zoGF1*Lvwq8OHR!&HztNx1TM^3wT;}C?yS``!?bgnX>RH$ZZC$Ac+J{bwa^Yoc@Y_M__jDsM|0=oQWiQ(IU;R1yWNQngIF{T1q1u&T7rO0zdKyz=OJOJ`9NwB{v&q?9yJ)Yr9o z*%A1|(9z)!+A!ZViTMvT57hE;q@U|=uc4RhNn z={XO9d7_{>vs%HiYIN4m2%N5HCEXi-!*Dj)vmK48OW;?{8|0(R>&~WCyrG%JvThH| zSyriDZ4<*yCTUr?e5b0nnZDXIKQQ3|4W_kndC72e2Fz7_E`iVD^Qjod8Jo>S15esp z?+?jklRYw1)1;f4OoOUm`8$MJF!FXE*Hu3?&SqQ70&%Ct&LGHsCk5-t9? zWXepct(A3|O|_anBcTpWhXHmHH;|X<@TNeA~ zJ0-Dzr34nS%uKg#m5V%%n*Gz?t%huQj;`0uf_Li9`n@sA-1FaHgX@!v;|Is5hL#s6 z4#Aro;hd4iq!1OvM3xKWo-A@tYENd?1I!z8pFr6pR&Yz2k)airb&MfHrqinGHMc?$ zICmH-gRNqib=y7O7DA~IcDHGh*TVwJ6EKVi5%Zl;nEwy=WlntyYtr5Yx^1;wXQsOu zhD})2w!?rm%Gbb~ALFRu1Sg?mL#nk&H!66Qw#?OsCmC*sI$2=7?UvBj{}%;i92J2p zfgxH-Xg`&?$8W7JkLP)!d{ z=&stkyL0Z;m@+EH#i?tlo>*GxS4Ja`ejAIb(R9bn&U8|~-}vNib2>zX4^WmLt@FQ z*9!WqA?5V>kSlG7rmtC+V>>mi>J^VRuCT0)(v~qq&?oO$?BAvD#n^VT?U5I{17o}- zaozX%T|up7{&CJ_(a-T8@aqa&g>8Sfr|TiQGY@bwll=gvGk?aJT|Dyvp8J!F@k2h3 zlR*qA{`K)Mg&%S3DQ`8-;{xA^-Pg?y!EQTUSI~Z z{`S7bR%XV*O!jx^h~Cfs9m;Re5xJk;g)%RxT;lH`UU3Jb5>kQWpFkw8{tGALeBX1d z!N6XFn8Q4Y1vdJE%Vq(u(lV0mI2Xzth-I=5@x}cP(d@0U05m55nLtp_HC_u`Lt+Pl zWRUTqfH(ZDo?$ChjAyc!9%8kUEG%d~#C;`R7p;29-N*t=OnYat<-Dr1h z(Hp1!7rpejGa& z$3FD^x-IL*~(Q7ezSM{eO2;a`WqenW=FjpB_IUG4`fT)uJr2m zSJeYmqc$dxuB)i$*0mS-cD8)zN3P@P&HQHMcq+6vdSZ9=VqY7N#!VSHzE_+pU)-@M z@YB0k`r$%((4-U}_m9si`$644P*F9Iju+a}^ZclNp3vTDx~{CcipR+Qo0%VJOIqFT zm&LOTC147eynt>-1@6wy_04Mc5_*{*#VD?%kiwY2+Mt<8U|b-!t$q;L8aS;M*C~!7 zjSrHzh6$diUkc72NBbo3p}@?4+a@r{V3{(3-OC`U9nWQQYIVWS;HPmjg(=(;xMexk zORLrl0#?^W{0oSZz@!y@?}S#rDzYwfl>#ZN<~LrsO4p1)rmxc(W{9e5J(K4ulKV1} z)ESLdjD%t6PUsE{?~wWAz4r+L&sUCfuXTAG}#7M4}s)JU; zc1V_iCtbVZH-nmbs;bTU=24`)P_vc5a7(&PCB%N^`T7g=evVUz%Yj|6 z8ap??Zn7X6eCk?G=+I{UjHCsui(g;JKsFTb{+!up$@5gO;mR;nA!)b+iY-S+FwqYo zL|S*{-8Xhc9tMVV*|F}XFpM~74>6mV~^%vI#RyvxGx&n~44n-ma2p?U4*7W zLT_VWiM*U4^b2(?uq#@g17RrIn%D7nOtcY4!v-A5SoPB9Uv4B;i)vArCrO%~qP)Kz!ex@ih4TiA8I zvh5f<`+LTds#ElA*Ad1_eRe53_lU8Xe=m1wv(3S5D)%N$ON)JsFS?FrJ@*WD^s%JZvFysN-shZNeBNP#5Sr}{2e3tnR^K;o;cD_3zISCKW6x>S5 z*s;8=ifI#grsKGtuSyuJuD4n(m$MWl&y}ESh%%gL0o^9gDvnt;@{U)b<91O*5M!7q zKDCOw_45zRin(VIBg6S*w;e4z8&XJ#?22I+BT>YmGsK^`m2b?-c94x4I728YS;82P zVgM5inLg;ZXL&PqVu<4SAQVh8oN9o6R362^k&w*O4666k77Q2OTBW>L1mR%G@-}@G z87?R1-uigcVuqD>IMySV8D_|ql~z<|gX-|LtPTvPNl#0Vd)+LCzuw5S)W^p@ccSx3 zG)#HVH=-r&>QyaAQ99X{Y!4k_KC#-t`LcnIQj<1vUA-gGW_&kseji>)6?qN zepQA_jJZ{occitn^vJph=BO0e&c3@#S$eM*5}j{Mwj0A92F5Utg(0M{Nb;%d(yPY6 zyN@zN>hWZ_@^0D9Ff>cA>$9>YYjsQQIU>CYmD_zZ^{#F`Fa4j5d^@7b{U5LEXv3%b zmS=98o=I>id;1~keiZp(@&g98OZ(4lxk}S)`yylIgIYSOOe#@DqrZMoi_%Z7>w{17 z$)SMFpAStQ)KaQ;P}3O=Ojj~WI&{;f4X*2IBF0s&TxDF*Lg@is(8Gzl8slSpG_4(e z7mjIzT+^al)wJZ0+`W2G>)4KQoe%RU*8)N5;dGpbxjM%|JRc%Dq?RvjAY#p-!QTDv0R9qUos z={g2a-(v9e4Yzc|7j~%%3~tyZ$MmZ5U7TL8QYW@&<(++7*i^EXUpGr+$}Q@U7)A=z zw5?Y6wyesgENjvuw`i6hnH5{E>zlKkvYMW?35{;J)k@J?v8AA?`k6;v+HsMZlL5+Z zg*p{#Y-lX_tB-J>#xUVJNF$ehOp|t{jiwS$7!ic9N}LvP$=fnL&xd}+=mH<3Z|WBu zOU=K;RBGWRW_~2Hf;C^P3fUs*7{dg{Nd?CP+CLSDzy~-%D-!0LMp33&t05Y`puMPOiuT|hor@-+e z1T+0F5xoS z8u)R(sWwS8iPcz$4#-7-Rq$=Fhp?L8UAk3P^4*+4l|R$s1qi^K$?b*nK+KXBoZK|!z-pqVvKPtnhR8@u4=og z3Gp>iM@PrE<0}u}I_j+ABV@)o$6?{hy&K)>#&dM*%5#k0t*Qn>SA(cW7j^5_t^fY- z`~Cm@?LU6?YXDE0<}${dv^_VIcS^P!B2;3Q4a6HSj)h4IxnYMH@R~8Ey)AnS^Hmppp>=vaxGiDT~XN>*|wIZ1<+j-A) zY&UZmFLWE2%G%2RYjFq{w$N~(XIm~JD{PN@$}|Rx8txt?xXmR~ zO*BsE96?*+HW4d;11=Q! zn@!+tcuHl-+XZ%o;?GLAYIh?1k@odOBU z_HkwET9LwADLnK?NzPit_ROgILn&FDj^h+Y1rBdViUMIB<7;SN14wmD3Uo(tu3@;2 zcTs)EJ|SnBX{v?_{AM#Cu11xu3PkO=ZBi&6^jpQ7HLUKBOxYZ!;y8|YB`bjf^zVY+~Kt1w+$b9fC}9hV5D0ptjrj>zw7sHt9w)c-Qx*M#@t8A2NM4}d~t zQ36JgMAHd89>DYr)8DZNXW7;SA^hwAGlW%*O(lHML5*JBR;Xt&r$Rk1uy0Lx*0SWB zVdXr-lOs!cSyUxN#}$G@-mt88&uQ;05v~fdvwhl6|Mt!xke%&UO>e$^RfR?n?;gOe zoI=*Qu<+S&EWi=aS+*4V2_)CF2zommEM*P(648eTY$_^Es_}bhUFXOY--1A3cKd7x zQfyDQ;9Ti@Gw0YtvYk=2en*_Jf0e~x(Xh(2=t5V>FLE52CQ32B8z z)#3;>fDOWen$*$ICBOAyyQ!AB7ng=gqx4YaisuG*w=A1OftR<3cbna3{;hJg3KecO%`Wdh&A zx7p+7%sJcdMc6S9`E|Et%powHH%g{4ZOJJ$FzJY2`Gs+#7=G^>V}CPIE={!sscs+sn>Ps3e3ySTe1Yq{DXe~f(cejU;J@#Y;xg*|mA$F% zyV#jZ-$hHR=Pvf7>f2)X(DpNu2z;O8(SQt(;tl))_WI(4KYJquYW_@#QaQC3Z^C1U zg-XP+TOB}hqDb)z#AyKVw^#6FUqkAb=zE!8z#sjQ`N;P^K9~4B$LDw5uizad+xaR^ z3XF5svW&5bw3@77LjB>hrzf?7GpX2J^eyB3#kPi*(A3s&NA2yt5bSwRg*26_C)ulb ze+&;2D&~P0#a4;wiv^Q>Uwx07trM7Ti?!AJLg_V`YVakSKEos>lUj}k;?s9t!@|Xu z!aWpUr$Kf20mn0FypJyEIy4CpoYI=^giPh5(G4A6ddl;-y3)0hvadP zJL+%)Y20KJaswuA;RU{5#BKb6?>{rQ|H8KlX^H`Q5u@l~&@}vsMI)FoG+~(2cpV?$ zU!nYy^N2nK>Im9v5Ze{8<{q*GHoVPWjfGIrpiV2_z}P2TvOSujChG-jBV(5LPP5CW3FiE zz)$!taJHXeJ>YWT&6iM@#lb8(vkd#8OT3;j0^NMOJjrSQ-Gg42xt~!d{Yw=0Wq(g9 hi?3uEsjp`7HGDmbZ{V9g^$pzQe;2o0+;;K&KLH~_w7dWS diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode.class deleted file mode 100644 index fcc8fc3a0fc49f08b715115b2d9873b9cf08c63b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4853 zcmc&&QBxCF6#i~ll4S`P7DPayf>v>j(UedtrCPwh;tPMzs6JoaDo5A-K=dhYHfCL}W2(v&@Kguob9Q)z1@@0^)j z)K_&at6K}&)wx9@<0P-<$rssWOy@>w#@!@22EYL2`+*>hrnO$66*6!r3jAPms*Dm;PL&^SGhClw> zJyP)Afqm%MD}9n&(nCiqM%uM2Zh@#lCCl%VDNcf_^v z$fTWH&=w76E~lG>fNoi~<1Xjgl427Y~$5`NIl8QM?&uVE)IDnfO z9zvL5f99@{S@Kt3({r?z7#WV0;^}KqqL=T*{@E}Zu}?t*A`Eq=2v6Zi87hN9h8DkD z7(&LHk;ywmY-OnF6KjKLQ&5X`2DMUn7zz&7A%H^+tp)tb<0T9gU4rG6Fj~B~Zid4J z=IsI|j8+^G%X$ee=dQ^aj_=^#%5)@{Lkos8MQAa!^z~ON&k!aCHV{*prV-1eou5C}%rSQddH`jWJD#~$|rWWt*c z;f*l*&@VhXO7*3*j+9i5AjTD(!+AR3{8O>a34W3EMTc;KB4T^ZDg(N=kQIX=Tx58( zlTQkE`R$g!r(3>va7E>w$vvclTLUjCNaJ#Oy{_zY$dW4zogP|iqFpRB5@UHYJ8$Ip zWhaEI4D}zI&RyRMhPA$`CuTXo#m1|8i5V=?OLi4I6xx?+r*0T;;ktrrn5Lxc^{VVQ z1zoD|GxR@KsiuN@R}4p=*BzZsfWY!<4Ylk6@nGTs2DU`=Yo_>0(A)e8#y;CvKcfWN z0!l!pAB`L9N+8nc4kfcLhffvL5y9rt8|2oujrFJ`Z>&cc4J;BEY*ZyRaFMysK%!>s zHWAfeMCu46YH1A87@|>j$5f=QV_0^X6ZLAd+BCeezWH4+EQeKDmQ+cW`x;b5m4&on zmS|Lis?^33`w|Lq1>^`lCAlf0Ug{!2#4#9*93;W@G&a!p#`?w0ug?kA$f4^ko(?xQ zzmjN1CM!E6xjE881XrnY!v07r5nL_H2?vOf{`YDtgkuLO&=zUm{65$zJTgcz=Qdw- z4e?qlhHa{_TjVOU+0B0@ysZ|Z;`xoEq#-T#%%T~jcTTfH%YgN zsr>Ssk(&`cfl%1a=-F94XNqrsvUjW8qT*#6wEJwcRW=W&Ez8J_XLZgE(nXoJ^SO+1 z!OR-yrqjNb(m|qzoVs>GZHc~uG}h6miZ;DsjvDrgIqJ(vQkK>PFk2>rZonijgc>Xp z^^w2d(12S16iqR;nVxZVKRw$e^#BdgC+LU{JVs|U_85nw@yF>;v^UnmkI*FQ(ndj z&9zHD0v-_7OUG7hb{tn@G;}&YtxS7VgY23nlG~)d< zKEUl;U>qMpzlAQ2V;plF8IE}lg~Q-bxtMR^Xyv%WahhX+;|#}HmwJ~Y$Pwb`Y#*HQ)qlsao}1l-O#uz#414dnH|PG&x##@uxtBlwe)cPX zG3X3qTu@k1+K9n-;0?wY)}ZevMp~p)j1tnRZ?`k{jEb zN!_rug2D62lwlXhhMu-U2s5;$*R^!cHFAp=_@+jR4CngxZ`w1nC_u6lhA}Wm6|Ob z$Qg=SD682b*9?Pw{WYVN*uik|h)YUTV5lRTH{E@<62v~1F(_$sbIUY{>_gtcFzq~T zZtXC9aWoPhM8KMNdsytgJem)O9fbeshhSb%AzJh?ghg|A!BtUCuTo7c zXjX~NjL?GGr$wHph_`toUJk?uWSucyj+@A8>y3@-OH|UGVs=w3U!3Np$Z-ah0pay4} z)q1bS^o#qxnR+$sXq86i)P_!JkRVlAs)id@XvPI3RW{S2Hj--7u&klXE_!R?~35M3zJYim4d)i<@g&VM)9{#D#69d48D}bTM`(dtb$>yfmsn8y0Pz&du>HcUd@P7+PU6&n-(M zsw<0Tv5?lT>B7!&7jpRk=hO+)v@N^9x18EzVTcN)pJ*l_B3>EPe_R^P;uGqF6keJ7 zhuvjx{y z*imq8Ia@qc*^Yp1#%XlZ%2krRfYDk2y>V$qPsOvIS3P5;o!8<`Z^augNXeUnK&m~U z8<4UpwlYDz$cyUaII($DD+MW64Z;FHj1V6MW0~=*z?*6 zVWaDHdG`)K=z4J7$PtP}DBS|(F~&!u>dAG1_B%qp@1Y3sF(y_=qYp_-g775@=_T4B zg&+~F*h}K8BTMxEli=+!Qk2n&NxV~XvDFqF#jkQY`)*0{(~b-ynU1 zfbU^^7t);YCPCj*%#fsN`f1#DUX{uN!+)BDG;YR6biiCv3IS{AA z4~<$8Q3)&fkQDCHSi(ohQol*_bCjO>75GxPnZm6U-o*m-SWICF@2!AYSjO!Y9JA16 z;e88=g*FQv76KN67EV|=Y2mbmZVNpYdM%u>FjdmLVPUi+43yeCSSOP*nS7JJp??5> Cc9cB; diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$resolveEdge$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$resolveEdge$1.class deleted file mode 100644 index edfadd6a49536fb1ae0d6c0c2863e71b66070810..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2027 zcmb7E-)|E~5dPM7?8Y&Wq=iCh)3kAEV!)S#{&q+SCV^{BsG2k{h=MZWC{XOwmjz}!hq5odP@1lHZ~ssQNh>>A$>eG#uL(3e zBU0Q_`)T*CO5}k|BtwWF1x^p#ym^#xGc2;~2Q;)ZK*RDi0+oPQRFCLWHLUYqnjEKG zOa*BivvyZ29edmvsGd84z_Qd$2VgS?u;~EI?Pd;ObKn{dK!Ng_Hab}s_+ha#F8r-m zATfwKX#4wCP7jYA3bF${Yw> zS{&|zrQt1sdMApz-l0nNW2uexq%l#FwUza@(=e3#p(6PgUgs7i&XZncQaKHi8m^%1 zFuW=-!3ZiOul*W4EW6#6;^VAS=7t+^kaiV(lC{Ekv!sI01b%)USx@@%=@4=$*`}_I zTEhU1LjDz)*6=pIsN!>c$syqWED;fCk4=i<_7RwQdY^&0ROt2H=qWhC$tjMU!D(1{ zl#L{|!Q_ta8kwXq2SusPVdREn6v%K-#@hYhT_*%CexGux_LOh>+G=iXJSPL0^783- zGL}8Xf&7A7%{NBH?NC~)*bHYjO%O&_8#hWHMx+b00+?)A@rLt}G@jDi)KN%~o$(yk&6~=PbE<-r@p5 WDq=nR?rR@6_$fAg+(g^Qt^WZcD=V!4 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase.class deleted file mode 100644 index 0a186b227c00c32f54dc6f24708e57918350f45d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6073 zcmcgw?ROMc8UNkQ?#^bj3CjY34Q&Y!8b}Bm(ida0O@TC&g^(Ztgi@r#?huA-X5-%3 z0JUPQwQs&vty)lPtx9XPN|gXD+NSy7hko@B=sAAzKk)cT{N0(^WV6{M&~tRp*_nHv z`#jHm?(=@OXLSkoXr&=1wWsF_A zG&Bf-zGTW8E7)EAXZ3MCk=3o?#Nes3M%wNkEZCJ7dgkK_M9b+l_yvMV(=zQIfvU}0 zjzkcI7DfOefyR-Xoi!~Anay%DGiS*}@9cP=tsyK>ZH$iD7y33A48~bzl;lx?PK9$!^9!IyVoUOY@8_3xMg>05s5wdYKe(1s&d95KYPZfFNv{FT4 zpIRYiEiqjixTpa|nTenttHV6by#gUZ`rKphFUmBdo#Y)KQn5%La<}Sk>FMrKr`0nV z1sB-9`K}msZ#g26ygQoG%@w&{*)oJCf%`n&oE;xcn3iqiEj^n^SxV*7OiK;-3#>|? zG14QRh7ag@+K7k(&70@@X$i!$n{vy|*b+uFT4-9wiya-#dZUJ|lxZwmpzCybOv_NZ zOBj3MQ^8xeA)&mrU0~bY=~SR5Z^&GB+;DC3%wqaY=cuUjb}`y}-Kh%r3Q`uGkI5p( zGg*cTLuL!B;CODgcZ$-yAaLz7ZeR4VB{ogA-LZCxsjTUss~*Q^>A)4mZdxor8J+s6 ztctsyyG;&FCAMkWuHkdcMr3AW1w<->&!ejvo#?KbV5Sy0yqNMTC+hAc6vmiSxwR+E zZ60OPr96eKN}2P$GJ>7hrNrqK*fNuYXKc?H^Fpg6%2YD$6R2ml=^Z>cc=%9ipzq|+ z;h_V41CRARR-O+%_mALl>BYaqaTALnT<}B|22GpInZRV>voO-Uq2@YraU;S#1IbE;2;iDBeNWe>l(hubazIV z0}L9cP(2aBF+5R&qd3mEw+N2l1okMvmjt%nse7nU)$kNq_BXXhaLUzt+L>>Uz;NfM zoq0zDXWY5z%pZtg#GTWL)}7Af&*}M$o1qU|Qa^1pxkdh@D)Iu%2j%6rdyyDgEJMuq ziKX&E1Qv2(=ok}taAD;vyr~8nudx!P%Ca&sIHroI23kimWuIyZA{fULVH9vq;E_s{ zj(Qg8d*&ny4Hw)(dPL6_j0nD>ytaU61bXj0P?f1GBv&^qFNX0nzD6_7nkdDlXIRe; zu{|*Q&ZiCUfL|9#r1fmJ(atqCs~{dVnj23UG{4cF5zfz<_L;_+bREJs$|9$v zt_AVUFrLNp)SIV$frmevUkHRPwvDa}vK*xg`8<=ATaJP(9c&c^HdJI@YDMPPnx=Ga zbS!Hqqtfn6=KwvqMi@O?BxJ=yz$IZcdeyWNSqau9Qub>z6jJs%u_ebcg+ht!H#wC(JiG zUd6)iQxBmY>;c3G;pa^?V>9T>Y!~9z)Woi^Z;dbP3-KSFn&6;{gF5%^ENGlJdPshb zJ!GyabO$9Ax_`~oM2kN(H4znjiKwr`*Iv~nHtnh=Z2HZhKje=F_BKS) zs;UI5F}gv)IzDB98KD}IU)Z19Id(P~1& zgw~WmBhgwy>&l?Z2wl#zl0)ZikA6And!nlvVzIi|92K;$=%|mzD#3T`Iy(J)9qB{V zI7O(BuAY87$UBHH(?O?l0*U=sF-y|Ye#^NsRy+RY-s9?vPEvm13%hC5#qyaMavWDh zN#M~t_R7i)F|VEMy;K(TE_F3-`_SgL4|OFU2DXhbEUJghVN182wruUe0+a8kk+Q~3 zX|hG$IeV|=`FdFu*x~i_>M&3kJ!Rw%sWw{mo;jAXBYNIca}U^5&THnnHiu~~3uAg@ zzdq)XMN*b!Wa7 zNb9WOyM}Lmm*DdQ&U&~m_>Q#PKy}MaEStoN_c-_A7N2!cAsd4q50Ng0zbH%>A1kp6 z>XQer=Y*8(Kv*0N^I&VsVU+M5()t`Z62w<>1X`}+zN;L#0w|%u`|9k*0e9ol4asO7 zYALEZ&@7{CSW(XCp$d##9W~BjD6k$IJca{&`^dPyHMZ#{T3cGkcM5H-H?e(=u2g*r zVh6Rd)7hoorSiljJ(|$Lc(xp)b&c<7ij&P*ct7V2)H^H@vU4eW4{9_!L>VsBTqL+}oHPx7yRN|Q7h zM&m>{ppNlA`0=63ANRkHCj~Cy1vNS;Fa^CU5D#o^jdR=9No3-ot&uO5Pj|?^n;v6lA}%bzGZ5p(_{%x1YO( zr;o)0YWCF|n7Asg-omrTV$a>c3m;M1DyR>B|3IkuHnmc%!KZ=WK>`|nNI3nt6S$2{ z2$!umD4l$&(9e?I=u?K^xA7hN96b)-#rLT34*U(Ta1`QQ{v&*!Tr|&ZADRi1 zhbe_};bm2x3o8e6UHR3bE8_rN+E1iVOY7FQ>-b4|JZ7E4w757kkrMKbKsrxwHF8C} zNp3#;Xr34=iej+iCyFBq6A?Qgp2sD+G>@o)?3Wjk{paPfKf9#tuRH25m;I;n#Hb`Y zRieB<#=}0%|0GjtC+DDw-P2StN|h>Z;A6hu;ECU$U4MBTRVlog!mm>JHGac4uB7l5 z-aZZ?@msue9L*A|Bz`CHdx>`?f)bju@uI{_5-&?UDDkSqYZ9+ZT$Y%Wxc*;IF(tnM diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentState.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentState.class deleted file mode 100644 index 9ec0f3166b2e7980bb25b47432618e48f43c8f9c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3392 zcmbVOT~`~&8GdFZq-7BxWK6JeoyJj9A;(!Db`wX$HYOpKEwBSFwL@BGkrsK;YM1V= zXy`|(rfn{BpW9ybq8H7V$%#*UI9&GhH}&)x?Fub{I)@$|?aVtf@7MEw%>3&=-~JQ8 zoA^ZFl40o$*RAVD-E;z9uezQY&UMmOu%pkF=j7H(U<76wLLj?oY#X|5ICcH*`leY8 z(nttA*IS)y1@64<`lhjNlci4}HETIma7`dtC{L~mBnp$O8Klv#Aqh>OaGVvbz_NXP zt{Pa|<~`5dGQD6Yjf}uZPgU6o%)05NF(i=QHtd#pcSB%|S}I2ll`_a;M8hz00;7fa ziO`Qy7NY{^tibe)z;Ye`QO&f?I{nVuMsvMpXnY>MKdrqjB4O|gy07P1I^xoz`qMIZzDc( zJa%ih45wzBe!k+mjn-Bvc5Ef^ETXUqKmHba%q=8aTH#z(`nk{Q5hY?zx#+8HrURzVLs-~#@90#-x$z3&}?zPAF+B2ysv8jBZ+&o1(r>aUeaaNg1?*Ao~ zRQs~2+iG^0boSQR?ZNB_XM62idu{G2YHs;rcy=b0O-r8F7j7&(*#BhzQ-%9EEvXJ< zGiQ^kn(e=kRJCksc_=%`b3+gIKOT}2Xv_XzQ>UciGXiH~P#k)H(D$(}9^c&{21!|P zyidcDyA+n(aQw~lN+S^HU$N?r5wv7MPAs?hGHRM-XWQ~EX8ByNx+rkot?|%s#d6HB z(cG7nAdsuLRl{C2JWJBi;vk<@)yAT+717#?+w!XBf+ac5M2c3AQIqAfAz*tpw!(|v z$299UNsm%UWXEMg<@|RHt%3$}@@66Z5$P1i<<2@U6^{L+(@^>SJ*h|NBM0z&aTf!{ zrx<)V@eNKDzr~M%T@=5@E5+p3nEAXTpv`ZNNPzyf7S1aduD5`rgK z>^U8m6grwaa5RS{=_r49JJ?E8FH@q_ohl{{fhT({_$uwAH$AIT2Ugv~yF4K!T$5mM z%shqiu=oV`3Dn<7hn@{_m)_Iz)AVCBCMy%kibwvee2-F^l&f=;a{K7*%(I~C!%sVr zl<|`(Bbi@{U{{NYq}avJBtRmjT#b~gcyPdTwF5NpLh>JY?@lrC6z@OGDY>8L9wm0M zzK7a3*jy=oiR+=THbqLb(~MgJegxA+ssI#+EX*IYxQ45tjYj4k|SSC!H%-+3wU(R{XbI;5D7HR*t}^TQ5~*xQc$(r`l&5XN zZB;ZOId!fxdA@zg>11|Gt7?j=Sp{Vwzr}Tr#uz3#u{DS;hEx8ISJ)dw4?|DNuncdS zVRiIia2uq)f`#PR3d48*kL&|7?0XQADzNomWVmoJ`(^Y&?uCSYhUloeKOHg- zVK9Vlgc-Voa)v7hQr)nFp*QMqof}o|F!a%IscdrLf(()U@G$fnR@E+YKU5gbj_&op zvAshK@iwwwioWYSUn$ISPg~bKjXaobFbuYabiC-%s7a4O4-vr#GAq%e*Rn%gWQTY? zJH$nHsQ2Ub>=17i^>TJ#7~2~ylocGqat+;8)ModV7sT5PM+@9bFDx!BFRAmHd%5M@ z?aci3%yovtqit-L@ea<05XA^Xx2fg1FhP|uhM4e#aWd0azsTK+=?Nw07zVse$9}M2 z&1!~OaX7<~c2uv(P%s%n9OoIPI!Z}C2|>KeFr?`^ciku%R!g7JGDG2jaX8kQeW!n!KQyHAXWJbzT->7Q{6MMb}I-;@OcAht9mjMS@3nwhLFaG3_%KQ;X(|O_Z42RVD+|tZ^Iz#!sVS0^w8J}RS z7pwSG#_KpH_TOcY%9MMQ4kJ!%OE6q&=Q4Z9Y->OcO9H?;Wv>RvmhvH$ssXw>N}^$+ z0cG8y=mbdhLqqhaj!Wx={mkxTIkfvYBps9dS9tgF32BlgdcqRD12;lqCBf}WX_jqm zm+Xp5w;;)&NShjMXz#!~M82WDU1@ur9CJ8pQ$ASH97D^Sd`UD^rgKKY(!5&g@23=^ z7w5FHKR1}A+v|L#l;@5=BCD3gowTXBE~nBsn6Y%zb}2&;C7U*J6w28ZN9VJKkbQiy zLRZfcUol*Rl+9R{O_yeI!Nnv|+D%*q=?zh%fN)scTIj2r9tu60sZwtm0r~@SZ2T7t z#JVS*V(3TuW_Untq&|mXyhdNN3Ww=owcZgNB^eK?FCl~>;Yu_kWPVG#gx=IMjNXa; zjENuUgMNgf`8z!R42kEMTBZ4cXSlS3>8F@^@*L^a;mlLq_?=b;uuW|jq?1SR1@#7K zB!G*A>Jk$476=6f(&QtI&|Ae#!Z9R5gXRRDYa~P17=8|^rjLwV*u_UrXsp%FaMR8( z7Hd*y4_fVtJ$#pMY?x&!`Cq5Vy;{kZRg?I)o(30yb6B-279PLKmSn6IeqqS99J4=jMMX+**s z_=ethsdt>5<%CNEC)a4?P0^eZ&1um@Tsq#jT%5rM2`{W6pkh;np<)X~6(&k5EZA#w TqeB^=uc6C@<3e`fy3qaxUjzPK diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$withStateLock$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$withStateLock$1.class deleted file mode 100644 index f16167c6c6d3bb7379101f1db759acc3de975820..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2008 zcmcIlZEqVz5PsH9?8bG;3s9Q2DWN$^;7h66%L)?QEQl&wJI~ zo`G-uE&KwIC`f!jeC9_Xp1ljjtx=;!Lh|j*?##~2&NDOq^RM522e5{wz&)w`ZWMKV z*-^$Oemja)&imYJ`@O#rY&g-5l~z5FhI+C0t+t2RK{IN1y`?gQ!2Q+T+sz}{mwqTs z$N#c*q}sNz-t0y;)W#W(Qmc(h{G)!)*T$;Y$k5-6=*Fbd>c|AW$6-T&0lm_dGDZZ7 zO>a?PYB+*Sv?NeJDUy4tm3AH|EBB?93_~0Uj1RuP-nBdpi_G0!x74`Pj)7a40+H}D z0;8>vc@enm*+ZRV*>Z_`lrFFAs{@&a*3*5e_5`M%Pi2n6BZmUzZGjc3>kglKE~z_7 z&ewB%>Vpv;<0DX7)kfQOfp6xUr$M;!AITa-sr}8}X9)Yu7J7S9{*DC_ECj}#L zPMdzzRXb_&Sebo+YxBeXu`qlj;5DPT;~y#8ilsJ*FO7*f0O&XIzevMSwnD`gnR}U9 zWSu6pO0h~<^HtnH*=6!3JA@Wg$Py2#@UiGlmx@nZ7vaiq_YYQH87o;=y!zBCFbm;v!?>n*NLWh<6m?L-HXz% zWGs7%Ug>_lnYR@>USpFTFaH{=kD#BP*N zabF2#uD}^bC*S}lop3FbofB%(0>6v6M7l|Cjnt*$Z0-6}%+_xFin*V-is8Au}p4O)c(K+zu@+d zRLGs2&y}A!nL&ebvu~+UBCV0$=T|0bxK3sipK`5m=ez(H5O5uF1#lcs5ufp-z<56= zJs>wmla+)A)rTkqI2YhGj6Xy%z(n?wZ4N(s(z#p~JbjRbG_UQRtnzJZ T*}e4ule~&M0Y1S-fV+PK481P8 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager.class deleted file mode 100644 index 52c3170354545f5a1414170e3bd2b0cb3b4b647d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5768 zcmeHLTW}NC8UBv$Udu*^s|XhX0^713S;jbt?2-VsgTNPx4T+&GUCV2;SYA=>%0Sx? zliu%5n>M9anzkX$6X}FN%1q<((wV;YsWX}BOlSI z0;yGQGK>(`)xd-G0y`YtFG-shN|tVDX3D&5q4lOEdx~Fi%~ouas%{tXS?6?9pmTM*b)$tIQ&$@d zSy#Emj_q-*aG2p>6-zm*P#jQ;Q(DoEoz_)_TM)Yi_BCc#El7HQkAejDN-ChxK#c;i zi@J5rPLcjXZYtp<(^;8J0wax;o0%vXIVYg|T&lgR{JtU(xJO1r$&P)xcUhncyx%>N zSw4PXC1KsIt8-#k>k8U+w~mZ-9q4MVqRUDfbC*`#UgBX;KparV@){$nXH{NzBQmkr zTj?MkXI_w{mKPA&Fxrr=K??2OS>mL?=qkgv9QZ3(&c+r$_A3<*T zj01RDVQqLuV2vy2gsqokcSxY#I#(=Q95VV;JztXHy`c(>N|5Y9uY$wqBWU&~+QK;E zY#?j*(_tKQ`uzgi9tvJT3=)9yOe=xDDza8Iay4rn$H!|igcFM^NR`|SVuYU2jhVs} z_xfZt`O9*%s##CrxmujW^MrIdB+Clq)HS=NFyv0-j6{`BaIcM7r^tLt4xD9V=JEwo z3qzGiZ?hrY>3Ouh|fn>2>KESS5!qmrWBk5Q^r5$xF=rrg)GNajLCf6nvkW$ zPC$v2XG`rJZf#5GGXkN)MMEn(q@i83w;+&7=m|B^Ds_{K%GI#7%F$#=YPZweTs$!^ zP@p!ED@z99@W_Xd z50(W%MDkqHWv`9Ycv|33bF+ID&t{L}iOkI^{I}_lcX2Du$xWqU|OeNj$|D$$Unj?}b;qk*Vz zvuG1-wMXvFK4UMhi_{;DMAneq-0b{dB(nBIy(8oKdoR^mVOhtaZu7LG84E$LvUmvi=MWdswI)>NkG<5N7qCd+FV9odHqrD9I& z(Z))Xy_YPFhxdX(tNUlvd`S~x_wc~M2;uK?7o>U*q^jhXdl+$sT#Rn*54%kf|Y6iAbTl zNMGk*4{53Nrmem!*HC{KiBXEXjfVbY^KCRa5`WDJUWm2xqCs&1ieAfhBlfZ-R+0}n zdjCa^^~}qsTmFdDHSBJgLn;%Fh2O@$Xa{9PW8qPo9>0ZsH>AkaXtL!to^U30Woqx> zV5ZJq@FoTSlVACfrit-8$nUinCq0{d8#@L?#^>$yx5j)i%AmQ9#=@<)Fc1s-$o^dn zdodcTdmVdXbvHSWvnAt!ISdU-;^-Vs_S?*2wa>xZ8E7Wc4U!d^kd?4m`E6FCE~~i1 zij!S#WHK}emrEunZ78|CgHPVZr!ygk&Lv|ZIx`l`)KJ-XG2y`tL^4Xb6I0%c)!^n` zoEwdvzm4hlXz{o37m?t0KM*n5iiFr}_r0J;#C9kR4;TS;L3n~V8N_Ef)%gT@4#xvD zp?=xBAbfnwC(!W#+bd=SG2|zp^0P2UkbFSbK9tV``ek8)&Bo@lluhf>S<8ie{sDi= zSjx-hli;&LG49S=G12CFz0fE2;jrjHhuF_`GWYINmWoz4 z_g?08!pXw-@svxcytWxAF!g>*ISw^JX%~nLUM5esOMO6&_84UT9h!uRBPw% zFOmv#)qPyzvlg##N6x&zW52uhZ@e%#W51yVJZPE6yjJ!l>eP80)N!9{@dB<;_3M1q zN0BnCqshCtI+`Tvyu@^Deg|K?$x#RBBt!yFRDfI5HKqhXsjPq_`o(3U%Yerz{5_1% z>twZ;!X?X4Qb?TpvP3vxvkyDt4*N(9U%^-1H7T}ojbEnnQr#Tjbr$>aH5+*Sc%9Ru z+{0D2;BQ;ZN4vejrw2d58Gu7^_ zTf|F$0zU;L3K9>9XMPmo%$k-2BO*)Knz?6Z?%aFl-ZS_2KYsZYzy>}QxFL1ev$h+` zt}-qQW1FfW4*9L!H{n*a<+pa6O{o*aiIQosT7wYaNtbBj582#lqq6XD&=0k7Dm5|* zw=GSWTsmz{)PJ1RP!=e6f)#<;&Y>L0Fp;JkezA9`V%HXEbxtsNNA2a^&yzP7I($vkm^9#Ew(aH_Z> zam*V^-SX*a4b#)|=^5hIFg>l~-UX`b+Gw{aaDTBgW^UX6a{Z$zY%lE!eD}YbU0)tI z&=(|VZx$g{i1KU$OdG=VDeSs^BqdZ<3T@na7HtmLo%I&36n=F*ZSXVrZEc`rA z61kTs5_;jk)U5NG)T*W`BV!wQ7ge9UMUs{lR6^254K#7puU;!ZE2w{Q^idsURSjXm z^Re1M4XXlcCl_oq6%EYdy*jRAO`sMGFTzLsBK1cecd0+{kGJF}HXG6NfDNSdw0P9y zTV>nsE8k0OER$WCYM;gXeiE42(On~5o)XV}owE`3Rb&P_)7;+rJNqonKX<>Bsq8EE zuw!bC$QYGwCo;!DPm}_4985e)xr@(E_mxo)pMC5;yg(*>> zx9~QPZV{L88fLJ7fZE>V9ZK(H-kV%%Hh;wOZ0p%`EECN&f5Xa8c>jCu4}JJRsQc2# zJU(F90v~hL%XcWZIch8xt`Jn{0I2iJ9|S|X%emr)42}`6roh-!%XL diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$copy$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$copy$1.class deleted file mode 100644 index 5a69551e615c631bb9efb519557781237c7e3494..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1779 zcmb_cU2hXd6g{(c?8Y&WxGj_tAP|=(2E0iNl-3~-0<y^3Cdr&O%7#0`L8y&WsgZHG zp3s8Hq|=Fs277T8C4o}6xg^l&?#Q7GV`=)~*IPTP=Q_D)S)koL!t6b@mG!?=PHsyl zc})BuFmw2p?OjKHTw;`q1lj}mg|`-#zY(Yz_2Yg}WDEqR^U#VseDCu>c8^g?-S!!3 z7m~J@6u4bvsD0SCKxIW6?N$XIE_BCCZ|4=kA53FsaZ})@H*R+2>bMu(?}N^2exr(e ztgWx>^0;<7b-a%=lL#;?Fu!ng_;sAZxf;qiFHrVw1#XV(^u^@`rU==Y%D1S%+)?fY zj%hPYcGX5^_mtTdxU?|Z$%~^bfo3;J`{9mqTdCB>hSHeC<)dN4ud+CnTd`s@&%aJB zabA;Jl~ma*c6BVG;&ay$n4kp}vt^??uHdTYwoA`^%j4YWKppIY=hcHlBGTMKzsM6_l<6jIK&dmQf4R<`Cs7*R6#n;mnx^z zejai@t4JE~KZW;5?-1Q0^{JR@U4D+Utt-D{?iX$a*0|0UB3!^l?x>WT5;>YjlSl6o z2RMxxe1J>TzQg@J(tvcGh1^gC}C`ddYp7~LTGrIwj8WCAS+L?Q1=I*_B?mcsV|Kpcm0j%PYz%8l6p0(Xj zc9n5y*s+N!aLBcGhv9m(?vFN|O{f!el?#@u5CRWZw(hhKHet+jT~ zx>y@;$!1O)m4*j{eyEL8iIH)*VQJT7(rIg={*$;Rzz9bArHV0uaywWOm>!NGKUx-O zo)*bHwVQQ6QBLkjCmDu#EHHKQy3L;Beq3g{z9rBefFR{CbktLa0+$1~uhZab?e^QY z)B7sBadS^SmRalqJ)mNricA|(hj*2_=@Z^865jL)FL1L+c=Kcg0+khQv|AI{T4;}0 zt=7M!;CTL9i`xR<{qJU1u8$gML95nU9#ADuCyTp0s+m?DmvDIkCCmuSFPwh+IxgV# z8pbgvFy`F~+#c2GQS1U|f{rDjm1nlV+-cqg&T2ETJ++yoPn6jcxUw+J=EdPHfuL=Z zZg`;FZX&fwLurh4`HM=!PqR3dyRjmn=l@I1I2>4Iin)(+NJDzB*pPyEWXxZGmb~T%HgA zuW}u02&MkOKlqZL*ziQpgR(&Bo4gT_p<^3%Px&rnJ2KvuiT0V_@{_>CrtTW)vV{23 z7a6-=Uqxo1Q_bV`e=5duK7abTOk`iNVV+Q{N5-gRBbI5ZNYr!pO((XgHok}LTk@y2 zX|trG9%%3W;*rtqA%|FEJ;!+!KPsql243)T5}pKsfVcSTJ>n8x!xXOIZEAay_bI)T8E^7h zqwyn_rk9^S!xGV~X#9qEe!_d-Q=xEjzEJ+#$qe3S+=6EOjRY1bA8=GzH7pX0<00o7 zSKf=i%txHZJPVHEDI?-eiSd3+`6bZ=P1aIw)OYw2a27A_pcLU8KTHy)sHDu>R1T+8 hyo8ria_fAGS8<2;Y3-mKVI{(<|6?t}2lz0;`k#Z150wA_ diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$getValue$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$getValue$1.class deleted file mode 100644 index bd9da38cba3ab37e3caeca2cc35bde32d44dce8c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1885 zcmb_cTW=Fb7(HV6KCp7yq-b3vsUxQ zf8dW4sk9OgsL%aTRnOQ^oVp^i#KX*YX7=0fdcOJV@7Het+(0C-B6ZldwiU{jGA<39 zHc@>X@~qu{xE8JXPaDoA)Ty+T+mdmnD$6AZfqV7MmByaz$}pCu6+YbFQ%zS}ZM3b6 zwejX`=Co01xYzB3+BlUM8HekZ#!V)jwkGO4i)#W5W29e7Cmm8$}?!x0DshsAJP zZD+0f%E=w+Bm)pX3(OqMHfTHE$9Yz(L7+VVLCR(5y{-0%Is!-Dm4(M9bCEjmRSo)8 z4SZGmIOtb3IOs>9Sl33oRe{aL#)vJc{ZFEU^{p*!3B35|X6si*4RnAzwbfo!MYpR{ z-@)ZkZPm&+jxWcN!wG?f#luTb#vJA+FoshC1@Bg%KC08f1Oz54O-t%3&tZWxhlL<; zRGY4CtBovurp%7Og~egsE)8D^R2nvEg?q|vCsLaK@F6wp zye74ZiAuBBm9dDDuiuiu7%ixn)Q!rxgvZgXMa*$gkuz6(rNN-39UkU7v zOvs9U0Q#FLEgTSrBvt5eO-YwtV8cK-M4BbmsK;?sCQ ztsEJnlJ!`osUlma?wDq5Q*Hd4wQI?ri4B`2O?6j$_s8EF-5PR;tL*0(Qz>v2Q39sn zn@>6IhlscEZReijn#1Rmw}@^~`Vvf5FTKLa>g7Lh`X!G7YuwNDKT)3LiAp_FqKD35 zfxrGhoWmEGK?UcjeT(Nil-|j_H(9M#e?u@EK7WOP=%lFriRIsM?N=)Foy_%>|8+8t z>x^4qof<{T3zWCHO6(Rc5{%IUFu{}e0(!s8z2Lk5Hl950@g_%|A1NOb9ihqbloyjv wIRPl+Xipx)6lF?3(>*zZ*_2fJG{tB5j%j@V6!{1%5o!^Rp&qeZs}XMg11OdXFaQ7m diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$putAll$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$putAll$1.class deleted file mode 100644 index 5a33ff912854f2dc9bba13b84f657e7a370a7a1e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1812 zcmb_cU2hvj6g^`*c9Xa?3D8p7l+Y|Caa(Uv3Y0nt825ukE=8ou19?CbXX;G6p0##n z4TzWi1^x+06eJ!H&-^IFnRRIsjEF2D?asY3bLW1Zd;j?J*WUna;!}ZJQir`H>4vha zjI&`UN!5rCx!3O7uo*S|)wWAg$^?VVHRCu~uRsX!sf)GouaeAZqilFM?1$Pol^Pj` zt%N#ECY?@9)E~qZ6a|XyU`=45eJF=AjHT&@5BCmL$2Ib+b%A>O1hse6UeoZSb{r2koTO`zpI}b6-7{S?mHm zq+nm5Jc^f_4#SnY?vqs?C9Cd}HR9`|WYv#5!RH&=XtyQsXr(=2rW^l~g`@dwtnLVW z|G%r{AyD#W1#VAj z^o9EZvq2{zOqIv0z|u($2%OetnDo?kW(Ugb3tU+lhxO|CkwDN+(r$RD++HfRv7t03 zae1HE@UtwA7{$fr{<{)Kn!eB< z`lc@Ug`-IHJj3x)_$F_5;;+<7_LZMBNk_&zGSxn*kNhGqy{)@Ox-2Ds;fsu8s;?q5 z)K>Gl`Jx!C)IV=Om#OS4PPk)Y)yNo?wqj|mA`H*mHJv!I+W0wjkPsR(+ewyo)IIIZ zpMR!wXUrhhSgI03nack%SD*sYIr#dL&iO9M&ska00{?S(jkHN_lhmhTws!R?7Hijj z!P1Z13Vh6UX>^4*ahW>`<*G!^EhFI57Wo3sV;*ne3Z=cuyQJR8qE~sfR{IIz!rGIk z2+1vq+V8mWGv5D!0wW`5N5apIEaDdZ7PvzRPv6c}GAdRLE8LWDkLwI~-U=AXeXb>s z0(?TQz`Ka_OLC`}jA_e**dA&dysb;AKlpy=rk5A25#F UyC_CzMA+~zHY04|!w4V!1^CG7Q2+n{ diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$remove$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$remove$1.class deleted file mode 100644 index 70a61e437ea53f0af591d688fe78de1bbe9dfd35..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1931 zcmb_cU2hvj6g^`napSr)2~b+vgg{J5+}4|v0wqpT()5F+rXUjKfjppzGj%3j&s00J zhKQH`1^x+06eJ!H&-^IFnRP!BjEF2D?anTIO1IU!)QHT4_lkwrqrpXs%v|yx>SM?xWBTs+&qvy870!Rqc3(3RLeKk znjPyCZGthId2N)74tm{48?RC$lW4=zw8^B`*2LY%Nkf1^40WW05rJZ}x+pL;7(u?Z zBv3yok~?ZQYk#i1+>>514Dm={^7xJG9nbZo$c%kYpaTGb<8SDwqYecwRsFtp)o-=m zZ`xMpo9z0HJ@rUtiLdG&6}tjs{mgOF;&r92hqTxGX|IR0_i??S_WJQ4czi`0?bigh z=9@#-tnn{dI9h_n!nVK<|GU|hYr_Wmf?SQYJf^WcsVwo*u$CGXT*Reu6fi9?H-B;h zDmag~${5A0z({Z_usp2Om*ESXuC^?htpddbW={%0;EXms+fkdDd#uc!z~%WtS}zPP z2~?XlZAS;n@1{~47fEBR&!3iy9%e}*cN0Zs&;6I0^+A(bB&j25E2yCqvUf#blonJ% z+Qt=JLp`iU#V7e2m>GPuM|oAk^_=NLHJB1^2<#6{#s})~WSS4AuY%X{VHqFbBY_g@ z7cS2Z@Vs0{Izyq`3opMA26jHt37{xY_%81VB-gk>p9A+gntYrj=-rPClE+LIT4;xzRvPf7WkjX1eIdWX1xH!+FJc#qn_?!oqJ~H&b@c;J#+oXpTGVFU=V;^w4 zyGR>vDNda>$_596exQw0iIGvT5!0?orPHwq`%j{l03#UbNChQ^ZJSMJDY#0__0^EI&g>J#{EBHjq)O1g_NG zzP9zRwcBsUo!(dJ^36Tj4k+d4NeI>hR`LH+}k>dHS0^{W)&t>2IElM4-H) zjdp7S+w<)aYu9=~Dvnp9wXh@b{r_%u<;JLi<|J#aWdW75bh6Y-qnc^e@H%G3QNSAl zbMvR)zJ^P9vx+giB~bEi1#XY(^eA?LiFzj{y_M&=!0c(>1aaDOozv3(f`r!a z8s4wsHa-xj)bn((CH!saSgR=X2fh^){J@4NdL9%73g2Wcf}AaF#Cz-s)9eH?+L4L& zwb=H9!1$K#8tKx6`0|%2yJBC3W}vO+_WHjyWPzXG{X!vesMSJaRI(9CYZa+` z?!M_nvDLt7g1H|#6}ZoFHs3-WZ*xYa%#_H`RlLKao5TfN z!4&4PKy7bw6D6(zGu~vg(fA3=)9*fghGn8zAsWBq*3Y=}12u9l=X33Uyv(4*!1?Dz zjWT6}@)Ld)mJinm#t?F>a^~Ft7w{>^lBdH_Kt(*@N&z*rDLX_}nw+p)IQxi?1TW#- zBNRhS=08kvW>K~{V=<2DZ1%FnD;BTfyd~Q%SX{&kZ@8MBTMO|akK&^c>$n?Y<1dQJ B8$tj8 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$toMap$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$toMap$1.class deleted file mode 100644 index 57a8f152d86a7ed9e5e120d2a6134dfcab72329c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1763 zcmb_cQFBv86#g~|iA_^!i>T0wV6V^yn%iO(F>SRL&^r?ZDbp7om~FbG+uZDS?%f-8 zeBmeXQ(#75#s|k|f0X05H-fEk=w!xZcF%Wr&z^JkoNvz`fByO#fHiz8a82s4Yi%c# z9c5e^wr!#YIOMl>KZP67hTqz9Hla@7>}`1vELR`|c+$n%_(L{x+Nd<#@ApD&oJx$0 z!%a&QCX-HE6ZH<_3W@^7RXKDb6YvNE1l#4 z@kn6mXn>8b<9b}=1%D>c9)KX_FaooI+tX?AgLZo@+wMNhuCDB=M>30Dp!-zm37p8U zNZjTPrEd82GzRHu`1A~LW00Q4QSSofRc*9e7q~y)8Zo!c|G56)6gC&O1)luxW>*(S z4fGWWn(KK;hh?Dnl-$SGh-;=tias-@%OLcG-j(P;RAt^cPnsxRHv__7Z?xP zmb_G+paSQQ^Di)=P2YCaR+b(pvnz0MewfD#!%G4|%O;(0U%8z`YLkZ280+$fk%r%8 zaV&RYMMBTLNzFR1Nv(3CQZlxNODOx~&6BjWpkk6Xs-cd{e)UT6aZden!;k7Pt11X{ zo{!W9Dp(d+Ilf@Ssih)i+INf;s9E(IV_204d0-rwR{=kP1gu1VN z%;GbKE$}s0z5JMRlcU07;UYna4uC4Z{6R3Jo19C&__#$>z!<)v{GO=7|63^+st-tF u#$U_j1m31hnW&SwoWxX02AxXr4z4l!&mW)|;d+EGB21teVHIl;*8c(=w%;89 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage.class deleted file mode 100644 index 5d82519995b01d73cd7c507f07c6c7ea017ba85e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 11933 zcmeHNX>?S_mAn)au51Etc4h z2@~7Gu_q1);w@f?4PJx;L?AGZ5k$n;!S+PVB$>n>PsTIj*|*Gka%PzCR=r+Cw?OhC z=j6xe@Lt_lb!)rz-LGy{^Zx(7^$rnznf_ZLe=y{4iAJ0J!6rQtGyDzFHeJeoe1~E? z{ENyLaZzl~+?J<4(D%5r>G(vp%8ud-V_Haz0*|~R>S6tc8 z{OJ`}ZEL=VvdE*7N+T4qw{r97{+e}0k=IQY8m-WH(Idtf_E&@=EqddMpwV0z+~TA$ zDvjmIj7VyT{Ba674QU&NM#&M2`Y6S4CXmKWPgKYjYYrI-6;}+?;`3qehUk_ZKDk00 zd4&|3m21u_)u>CNSh7faFcykNV5&6hDb#$eYGsAP9^Zn@UHK}aZB72odaS-J7>XGF zU?dWaiJ=+(s`hX=SRd9gx2acCi^fddY`RwCRR`b9VY_c&LzO@M!!BO_#7vUCdA<)&{$U8VrAV zLS$ztR%l$49$T_{&FZx^IBD88o<{+d=F)r>kcKZ%}#aLqYkZ_f2+BJPd9=e@YaKq(r@+8>H!(qKC7_J7` z^kv%{^eyZTPFe-BYY2wJIk9NYG+vfgeOgYvz6tJ>Gc6R^8g0S%wot4&CqYv#s=UG$ z)x0K6^CiEnR;hySP)LpF+e~^?C=1YQ-4fQhQ-yM_H7yVdDkR+&Y~qV!W^y_xQa#*B z>tS+32U&h)*f?IL@0g!%(QA!11Gp60Use-HZ)(988B$qI&HM%P@w&!9z*44d)?&*+ zm5c+MJzUa&Eq&mOyWLbr(^S0jS@QF1A-@1=K)%F74Gi%*YE;Ip)6{m%?gzabAniOC&Brw@Ir;=W*Sh^jpWXrc?c1T zX3==s0=TEFgOl16a+OzA*DR`90%so)pPpDG55=h6O$KcR4YWttC?48Q0iMeajHyM( zd)9FIm~jlE*%}PDgST$<@h0nIFRnoQ8{11}nE{0_gl=8YZ4tdqi21&dFX$_bYsTY_ z!hz9_j}cMAJ{t0EN;Ip`n53C%m^yhcbJ8x%0>mtK+2OCuwJ@J)B^26yy`3+VG<`nt%|YcmD*b@YC{#E!6U!mN!Y^FW_;oelHTg5HaJ9%~*r=3Y zHQW1#Zt7!u_p!bE*xr4N%04F3>?Q}5@g_cH~5L=K+d&xQ;X*&t?im-LW0=)NdUGWnT8 zqvJpT^#&V*u^{3YOY2rESjxgLgDwTM=qb9ntZP}I;Ba2)m4zG72q!s5L;Yt?o=#{zN?1{Ds z%8HSLR!S(3S$V5>ELR_jYOeQ&p|?BPJ8oijwkz9_4T}_s;T9=H;}bn+q2~!avyyRM z?W&p+SB~^fV$EdTH6y(?S5?0d2ml9ae z8idXAGN({p=8PT~b3jF^Az8pwzMw-nxqbU1Fq4A3WWp3!;_89Mf zLg{+60{5Yt@_NXXXSFFOY2&aT`L?4s#3r^8}R=C_T+7@tePp9ZB7CJ2Z=#Nn6dQw;Z0`jto} zxK5bh@`%N46|2q=<3A_v&j7PqXheFUP^`lnKT@TsIH}3b)=4TU5bK@v`p{sl5=WMf>oT$2Ao!`-G;#Np_n~l68=7(X!wqc4%{>Prym4Sa@7`2REj< z**hGdQ8zL;8Jw} zo22L`08%N{0kRVKuVDL@Qa$AhKwAOhDW-H91kND0qIIt+>2L-Hv<*%fmsn5cv7VHU zBJW!QD@)Kk z`_sz+dZz?>Cm?3)rhO*RZ2&rC0DYeTdZz&TeyQ~BD#p28=rhj6#>^=b-#9#_g^crj zpxXv)Kc(4#>U}5ZnOe<$kj85EBV6?<1~DrZ*1k*G>rc~jwfS$+tArbv*UqH!cRUy< zB!F>O>OE6tmA($?)s8=Hxp)n+a zk!=l1FtRv>VAg^d)?wiv$MXaT=5Y|rw?H9lK`?tjFnd8T>p?JkK`{G3F#ACP`#>;z zKrnZLVAlRl5KQ-Pn_%!my1A3KgJ4wn*hL&zdH{4BSb7k#xw`4333L|-1~PztQUJY2 z99T|CrMCi3W*E1qz(9Wp5C6sE&czxO#7m;J2yw3e7!pRKRY^n*EICxMItE7W{M!<2Xj$B9&X_ zUUSQI$4?17R3~^$M38DqE-;LIf#ibA2)WEMbDvC>GK$xWZ8B?s4)Vt*wM4KuNb@P^ zy%*@c7s&lKo~Ni0X%n`sUC4Wez60rbdI4vXgGgV+_VPV?2~&HKdQo;3HO@hg>GA+J zt2)rG+!P;1ptJYzI|sE%XwD$(8rLB{V1GCn^T8NU}N;|n-W zSBTJYV6=A;$9Fyn4JYC|3rn&!KNM-Eh!6NmMtps#gq$o95bVR7D20%@d_cq}G#JVo z2Sj`cJrtQ|AK6xtkTZ5AAT19*n*qhm0OtWb-vuEb03ja&ur`B`Uj-q*210HDA%}5L zcnxrRgWf~QMWnw(`Nzor1iIIX`aVD;px`(^4o4`KQlq{c0c$G`S|d#9V#cU%x`4G! z=*d`*^`vwZ{~hqdG*Xs_e~$X(;h&>EdHCn3uVO&dcP4ETrf@LwG8gOc)31u0(|gp_}piIh*#&(SQS zd+5~sCeDI{=Pi+5m74npq2_*p>A|R3lro-i_{VWRjhYP6e(_NM2bCEr2me$h5nZQ1MvL+pC2N> z<3B&pe`2|Ifk=J{Tz$NOtmX7cIsIuluB!eFDgCOP{+vGBK#Dl|D81dF4-8si f&_@RSjX>r|jN|X{JSh76d-^Yo&4uq*@I3#2;p#2r diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKey.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKey.class deleted file mode 100644 index 8eeec4fd0f7a45360cabf25c0839d04aae9830ff..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2661 zcmb_e&2!sS5dS^-OIF-icE6Iel#iy3W4Bf67Fy~wCH)9->ZGMMDJ2Ky#SxBTTME{5 zhFqAOdgayujvN>cJ-`gKoif9i_Qv1DFzl05M`;2K9S+jIx8D8j?(e-_`S(Ac{tDnS zK4vI#%V;`I!{80m7OqiuI;OuiXm5#4W4b&of2s)=jZnAc%vc@;K(c*T) zxV5}y)Axx+2nHMng% zf(y%`^@1Z7x~*1;A!_rssUpd6tm%lBWgBZ7ZNsvK*|B-cDBBXywd!sH0~D*iYSx>9 z_if%GUovDE3+E8jvR76q?8Bgj6w(Zl-1uS&abz^akY&j3c1R(K14$@2NQsJ7%VjuU z`R{~NnTdue7ARYW1G(|tff%&9(_VLMI;gW0tM06CGR%gndco|g#h?G5peAdz(o{*( zme7co*BMeW*U=U8Q{HU}hA(rklHhJe${|&7pyRKCoWfDOCR07mpbE!lkzsgOSLEbH zyv)W`oMaf?zVep6;WSOdcf97fW zhjS9ZpGO3SL-Z5`TsDJJGK6VNvOv;|W%n)Kg(JAp2E;z+g+8YrnS&=U$UtnNO(tmEr9Z{jIP{Tg&ZH;QmkfQarG)1SECkHh} zP0)UTq(V}aQhjz`9qMi6RkgRJv%E5)6zRE|&c^k~h%ym<_H8_>#`O4HQcueL?DPAP zxnW%!QM1vkaB0^Hce|rYu(3s z!0u%Faa2lkB&sHK_1X9Fj4Y){)zz3Ra=`zdoR;4cqGo5ioM}?0AGy<|4@}!E+Z&c^ z(eX@g4|p13{_RLtEZbb@wwKLLO&+17-l_A}BJWsoA1Fs(#_G@Z9iYjo)v&qf%9Qq1 z1+O>f`Fa4MRh@39Zq8UT$Z&wSxJPFCRmTyo=~khRnx@@#{+W>q-Z8eduL;YzKegTJd+{FO!b1uZ z=0*+t87|`8;8Z>#DcgN4U-%BO=)=NqP`*Jd^03f@GA~m(Mb8sVdCI7SR3P)$5J{+i z;DEe6+xKCt&)XQT;5`c8=jakSMd8yJ!CepN7Cs`$$!wag>D47f%D7g>^)hZ?h9urE zV;1ElFc)*UxrD5XAr}=F^DdI!JMJRkV%Wuqiz6s+kS?g GvA+P&l5}kV diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKt.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKt.class deleted file mode 100644 index 2c12d954e0e2ee243fae9d9c97d890bf2956ca83..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1070 zcmb_bK~EDw6#iyg+GRo5R=`pf6{QQN}k=VhtyZhk5UP-+nXi&6~GBe|`G_;4wUg4KBT26m>n`6-p;w5XIsw z_6SRT=+*tY`P9}?Oqv%u3&!B?^8@aMTy?!yyZa&_Hbra@3$DevR2(uiR+@jLZ5>P1 zt*$mNn^YWD8G>5p(a2$Ed8=FhDM78%scuo0wBmhX!)93MMLLwq+dt@gQfUz@9(ukq zcSvNAWZ^K(2Jc1CYel*>2*cMrroAL&SRSovSm{XZ=Z)BZgbn7|an=H6k*2j=*4x8{&Xuiiarw&>DgA|RAWehV0 z46H}|2We1+qP-1z`QxJ*=lIC63f8G}DK^lZB3E1@ShVx$yw$KOY|*igk6f$3%2p+{ znQ_xat1{L&`DmYf%4E!Wn+y;CZE9GDnF1%y=6lV|H(l%Rp8N7TpIQKn*sedeX%VQN%Fc*-P zD!~RUq)orT+i%PeQK9~1Ga)1?*IS* diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy$execute$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy$execute$1.class deleted file mode 100644 index face81d93c2c8936037e73976fe10b3c2d4c1bd0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2005 zcmb7E-&0#f6#g~|i9l)rwYF9fB~}QK3$^}gD3zwAy_#A_kQbhou%-()dzpLpX6TIL z^q=uvXROZn;P~tx<@lWhERs%{%U+jJQ)%tM(-Gx))ddlYB9=rjxw2wFgc6bCQp(RMlv=FW9P#job%z;sF)?Wt zNwf~##{h8FQdriuCivC*_|*izzFq6%S36S`qpezJ{hGpebIoDVufG78(-7C^w-tUG zKJMyPC|9j-J<7c3weu3KE)8A#bLKF-)LHb8Z7NK-K6I>l88diq6gj-FFgtfXDrLNb z$`}gxK%pRc6;_ANdg=xWEIl-CPvP3!U<1q#E-6%+ zancU-pP|ADcOg2bZY8@xSR+03!p6HE!-T# z=O9|8%1Ki%_{B+!CR1_1laOXUBxDYg5am_2)mGj5zE4Mkl&s_~!m^TRC*jB#lU?sUhJn-gB)e zPOX!d^KncHj%~(S(lQ%XQeHU@x;>B(%j8CZw;1VtMM|Iq>In#;s3)W!$(+0N^ z-K#VS6w>l8)2onw!t3vr)fqU0;T1j#G0EcAoOmBC04u%Hy!vPny4rK9=6qDk9CC91 zjde(S<&NjFW8-=(ogRyIb?t)E>7x5s&&GviHSyT6vDTij+_`jewyHx)KCO3TGn$^u zC-rP@my#P*bMWl|d1;AE9$Ly2nm!W&lIiMda?v$Rjk9}UaqR{uL=iD?IaAZ@104%F zKnti&jEpiZpLKNxsFto1y;s6T^^ugu)H*x6GL(gTub+KTD7(-LPu5$=#Aqr3ZzV+D_dM672zsQL~I0 zZ<*(%)*yk@ieg|)WsYV?)mWFoW|yifLyGWs1k!a(exQ)u!1NWT_|`a#7|9N9S2BZX zRf~3Iv!nU(c85wfXiQ^h4%~Bm9AWF#JTzHedaTp7mb@KGI^CDjRaoT)S}#)@ZGctc z2*PFu*k)D1d;+kC@);xkX|ZkARSU*$q#HxXQ4q72&*CRLb%}0b3W(4c9W-%;>8@Gl z(vGtRFjW#F;V@glmu3+Ll5e37nKsi_fn$>Jifv5Nu&Q?>;xH|M^2OP(CJ)k!4t7vs zT7zCT=+2m!6`@VI?v)HEMt`O`7H1Rhm|~Yh$pMZ`8?J1GBZ+|jgS%K0gNm*&t-Bmb zeO6{?4+B*C#tJ0XUWVPu2?VH@`UGO{@lh|+YJDV^y$dTFYum`b)WM!yc3jQr$2TXF zs-|@wORD1{Cqt-ru2^d}MF`tR`$evBfT?Bnc`TDhqC+r@<}^&(s#l?wNE4-vpwsl4 zO+Gq|8}*o)%5`)w8!Y1UC52z;k0$F-@(=9w<6|en8ml@9 zbY$wk)I?U^z!h+B2J=}d*tiTfcLKI^s)kIhG#9gGGC&&XLYzES&2&dVDsE-qj$~ZG z^<7Mhu<$!}_wMfBlj!a|+}GdN)7ibXb89(378o6;6EYp6*CK9PjCu{Z1i8DJ<{E2u zcV?TCO6PN!jFN?EQ4tIC4Rlhb*V8=!z7jeTy%BkR2l87bW3243?PVsPXyFkc{>}83 zYI+mBmFfDKr*`ILB+=VV~I$c$`e=|ChwOtpwE7VVrmBzE1gokn^Tpx>eoi%9(uczIEG zGsp?$U;N)wzK9`~(^eMQZk=%rPlw$AJw}fUBYl)92>aU`ucp-4csf8IrzROb{fQDB z+an^OfJ2F%fI*WvxT9KFW2>FPuh6v;f zS`_IA=y&P&gse|v-2+BCGe=XoY-S8_$J91M3ZWJ|*^9|B4(sVt^!s8xeHy#9N^X1U z@e-Ydd2;G_Hm4(3fWgL?5>AbZ;=ih?o1pW4I!70nmK8lDkxr|_N*ZfaR~-@OGk}vM zvhawWjjR;tJ*KXV45&k>>_t|ZN%+dhT`7GeQt%!heO9Ea$XTAFNhAu^@`O1rk#}5T z4I^fyM1hdWmBL|R#d$=hq#8{f75n(h548x)ZgZ5AYC(NGZi}X(O0+4L&vYnyas)L# zJ7!~Enq~^MtxQWXa41@N930dno3&%ijFi>_+@ncElC)|jiILf+9KM4A#jFW45VgZ@ zusGl5s*vbUixscJ43?%{5`6q}&A%|inb^Q+yOeRT#wsjMDVngrzC+)Y=~ntHC|mMKqQ6F# zF{&Q#Qz2mKNHk&O59n|F^nLnUpmWg}2~_V)WcndC0N8M%Je|!Uu_$3}^g=tR{5}1H zpMFIDXj3r~JNvmr{{*9tC|WmCU4+n8s}Ba~r}WQ$`U(AuC^e!vK>tc7M8m%UK#PKy zR+Q*v@GiD?j3~K2_0GJCY*C`0BYBJa=s&R(tO#U8KXa%ia+v>uS+wzVN-u6reykWh(nP=oCSG$gBhGW{=EO?8S^IIkof7yn?iKmI|va>%jo~xEi}AMn%_AKe145b8Z+wmVrlG zn=gq`)eQ=ti*N+>;mA-npBeP=Tu57-2dgS!TB!qRyrOTj>MtB*T0EwVs%G;(AR?|b zUBP=0riY!@x2TvUm0w#e#+o|kY}&?f%%#Pi zOhrQE;#w^Hp;S)O%}^fTI@1AAD6K+d4)Ar3~8$P!;4 zpzV~9c^$VgU2S>iU{=)(7adWKsu3+eAWW(GczuYfgbk}W4vQjmt#>+|HE|ACxb*Cz zVCH5N%oeH{#QG#s0CCpd5fPEr*(xvP6flMd$(OL|Xs^nmR0E0N^=jvMRtA7LSZKsp6@TQU;A& z&cO<<6BTb`qK-DB=K_b&1waBX5%R@4xRTd5g>?fcwPeN2nQ9{&ybN`PmbS`RE1ET* zX7Si>6`@SA>^or{Bil1=lgJFH`dzAu>ZCiZDnlr17`eE)30_p$8-e49iU`-n%4C|! zL#9nRAfU2imiLqx=s({X>nt>r7+Ko_lSr&&jYy2lLpEnkIIxegSD1~R^@>K~V+e6@ zr=Fau>&JUghypS9s)Hy3@d^-M43RcL#uKj%_OQB@dtE zd#d>jeD7sg$9_+QlJ+GwP*(6M)bX8V`5R^*S1iJpl+u*yc5?Zuts!3PT!k^_P@{A0 zb#BNVa&2eh=xVOoa%0FFbT4r=dqRPrcZpB5ub({GEaBE?-Ewm^ zI?3qd5BYqqU;tNhEzd_1x+WUX3T$;Jj>!AhP}9LpPzDD;U|a zD7YMtR^U+`&K|Q%bF_DX$$S6BhurAtgRV>5zF@GXcX5d@#b=@5d^~eVR(!M|xUhGw zDct^x_X>K#4!ui)i@38VvdeGbqrk_IqcXZiLsW|lEtkP-heo^ zQHKvZM}SCum)ug<(zsz=yhYwn*V@Q-;^+z0~}0_qE=uH3nVfbHP?atr=}v{ z%cd)BO9?&;D)|*t*y6Oeg8acP*{m+Y>A1Oz)2IcN3lGrGgAYUSO$oBoM{(!H@~Or- zBt93x7UwZsyZFsz&+tJ=;n`ctp5gP4GFmKNFoKQ@+IT69eE)IWeFl8IIB#tT`6sBR zF*F~?rqDth!|u>xaq@)1IMp{aHig~H!Dc>3SJgM1p=I@rXJ|!z(;2$9KI}O|tDZ5W z{3wnq$OpN@w49bejxepk$17`TA+4uHbR#}Z>7e=iG4$JH@}|{Pk2^?V+Q7InG&in< zo+3hQ#pnid8&^Um@~eF9yp2pe6Y9CkQ3&d2y#s5IYDl*NV%lObrwAP3{@ssA)B zdm0xmW0;sz!k1Y>?||9C)SDkgi#_8tw1ak9bK@kmqMXpe3WOd5As2O(5!?lB&B=BW zytbU+q8SP9E+dG7o2BZ_U?;SyfvWunzCiA$_l5RO&_Nc&t5}!~iX|kv)nS6`9E@rz zn&39N-C}SP7`Q+s&=9)AaKbaxUvx8JG%uO-7McADt`wldaCbIbLlP4r))R|2Gni#e z6CBouc_98q(+hOu6xB6N(vi3vmOo9IP!=u`3d;wK>%lXWIZbn)r6ULGo6b?r>~u6< zJwdOF`;7sg1f92nzW8(Fw;aC%_WZcL2tq1!Cm6`z$D$*MFzES^*;D%kpLS6pjPG_ zJz@~Jx`aT<(73lCfw%rFJz69a_8N3>gdiU?=tN8CJQ(**mn7_+pwn^bG%bz$!oKI@ zKA~sWH%U)U(C-+J!V<;ZVfO?*13&4Cd%~W$x2jEo7-xW)Ac_B=JuG1=B0+%j^lTLw zA}lsUkPOBkBdiJiPm_CJ*lm)%H|&1;S$gh3==pQ>!tWLA$`qilq(em_&82-TDIu{b$`s;D84*Loa#`fE zUZ%1(8OS@dRicq80AVRLLo0`7FwW-EF4H9nmUb}Y!M;_P*$~>aPF00oqH9UNC#OKZ zL?VNl)7Fs4U)rTyA_J#}5VAJXDoP$GIKPa~_g2ssAGQww5Dj4$H+C93ByqwQmWhBb5z_%vI% z^$0?u84SOJcw}Cs5IQf?=Kx;MfVX+|W7=R|aXU0J+8~9`y6S_sm~AP1`eu$0R9=J@ zE_wn~%&V6XtMKszdASt<+PpeJ*V5$onGw0m5rP)zFvd%b>4A^FM@5Joq)! zS8#Mg!v^{zTuA~<>5u78Fs_v!rmx~krVac6eGTKP>2Yee#(o4^8e{QRWsBAJJ?gaR zHPBMCjaR{cOde0sJd=kN@{@&-GzhLD{Le#tHZUId#<_;RMSo_75ziKci6CO*iiXgi zBaAeLzAb{uS^CSf^u6=+cTAJ?qqwK4%^UWd2M|zP3QOndXN(!&Dz5$=O~AEDdL>?6 z)h36lC+R=j&*9D=_E&{|(T8JI(909d@jy5*!BWEn`%g_h7xn?77{d;HkwW{PhvNdig&L5Y zSGfq_?1A)dD1@$!_%#d3&ogQ|@#=83r4`WA&`M||hrL4T7kKR{@`nSHyjBPeiC63s zfExBr@;YF4^;y2*G{Wt9z5(8{8I|+#s=Z0lsW-5E7r|L|jIGu}b{T^6s!a!FwioZ{t}$2qx9> zIaO_Qp~AfIJWGXnSE7O;+?=rAkdCm#ti%O5!u%<$K%W8buSk5S0Foa8kA6b*3)*oL zz@=ZJSElHCM;|mue3itS*>9K8p_$|Y5vv2b35YW~3xdC-)wmOQc9XX-odqlt*|J{QFo^s!{If)U zbz@D*4Y0nKBFN*`<2Xdy0EPSodmFa75j-F z0Cawc)cs{j@Iu-F5bxpxw2RZ!%{uMod#H!sM*aK@?ZwVuKYtA$Q@%t8T{U#bwTy0c zMd*NQIo)O?wBH5jZbLG92;5~zQO&pVZIG-3PV{+1-fGx)J>L$w#NMc%52K$K?fdx- zRNVK-;JY=( z=EuWtJ496petUxNOYl4Rew_K834Ry9`w#&S-@^|aqU$uO*Z92}zfa=_HT;iA{C z8bvf(pi!Mhi!^G`s8$m_y&B$M&~}Xy8tu?%r$)Op>ei@Nqdtv#G`dBj+cdgeBSoW& z8huWq7d0Bt=vxNamo(05SSyc0#JLbri1}edl#lRJXp3UCv||;mL1J`0FT&G##&NlE J++Z9x{tu9<6*2$- diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$Companion.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$Companion.class deleted file mode 100644 index d5b800a66400d012f72b603b4238f71a149e47f9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 940 zcmbVKO;1xn6g@MqeJzg)r6>Y^D+-vvD=Y<#ST$)Znt*9cx-io+z7BnTL*C3Ix@-6; zuH3pZabcP+{ZYm{tsjXy+}u0ooH=(U_ulV6zJ3Gn5Niw%gbI6FN1=#hVoli5shpfc z!peRK_v(92I?UQpDo(m9HQhfEiPA{{jG=riPDL1tBnn@(k7dUe;4%2SDpB?kgSWQc zEFlj+Kn?|lob4*Zu-o|mXLlI3)*3x+W0i!*r~ObRR;G!F!>96{$YNX5iLq(cu{zxs zX-}p*>&*b%JwLzF`76Hdk5z`v^HpP*`)$~lRvZZ{=ufQPg<3(N&DupaU6l|xlJ z9c?i@8xAS~U*rKV4+jA+dSfsg6h~*?;&8CdtL({Ck&iz5xgsxn2Q%f|GOy;}jLvez z@nAR@ee!)*Y@4|!{8&ekOc_=iN{5lM-K-sI(;fHMwaDp;rt_jPzDPfvo{W0Kjhdl) z-boa2onh+F7BE!)*^teir9s#95mldUs6@WZ`fZuM7VVgrN<()<+!U#D_!n8KCy7jJ zu`ou`dIX0$OFQzpa)zaYj25vko60D1>?Mh|!qWa3RB5U?*J{e#Z5cJ>HlfhA;E6XlKo diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer$annotationImpl$ai_koog_agents_core_tools_annotations_LLMDescription$0.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer$annotationImpl$ai_koog_agents_core_tools_annotations_LLMDescription$0.class deleted file mode 100644 index 0d6a0f65f7040cbf2e54ada1216c4a4670526445..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2370 zcmc&#TW=dh6#m9eyouv9wtER}AW&i&J1O22$~8@BnhV|Hq@@n2L?x`rdSp+$-Zi`9 zi132MFF-sYenTHX;!^s6+E;!PLY(n#?R6S~5J)`i%-OT&eDm$O&2N7^`W3(m?lFAD zrP=blhRGYkRe@=Hz6fQL-laM+*Q_=DsoLFd_`K6BRD~mKCF;AL=LCg9AbiOk`MK~5 z+;u(0mGoSz-Ej(B)--Z0M6PM%n$k|SfniXqRJJ!nVEeM89Scha7(@1eA9B;-Zo|C2 ze?Z3>NHSbKiE9thj3JuChz3R(QrDy_)hff;Vr2kbRlal^%cVVrxr*mE%mbnJeJ1ei)FFSFVboJiovwJOBSXS&@}Rly)kQBg)==Sw)n%ZV!6nS6QNjW_C@<7A zY+UEEtQ({pHb_}FNV!+eNmMtcSJyO_gdY~2_+g!29USwIRNC#$JWaW`7)}kssW~y6 z9;&@{hX(;wWUdl*GyONObHz!QXdfmCB%v3k7cj7v7HA$NK9gEnVz~9+HJE`7hSh(E zXJCtA>7Qa4xXCa%G~Q|C#Rfbz!LiGr+)^}U!Uo7!JexavoUQ|E!Ck#jY2NM9Ez%a2 zdnf}*s{R06>t7aBeUnwi?bbH$L~b+3-G;0)mg@??mo`DpQ=6{scma*_uwWU|Rj=#Y zVoPcY=Oe7WkiZa9_J-%FK+(Mxx(3-RG&x5o$tkdGUXM~rFv&D?$LPy8y}eC)g7)lU ze&Qi=3qRw`!s3sZ{+@IUJG7n)zvDTar#G_f;V|4L*`WHtIO%eFM3Jl^=V)iNk1qUx z>F-DgaWbJY!pUI<&qo|SpLW)Qm~`QXdg# zo$Ir{OurdMu1FTzIjx-@Q6O>rU(=D-hh(Lr9tP?iyi2k^{$hlX%%_gKCL`BT+$F;c z6rT5C;TB1oBz-`ar%sx_M60xokQUgbCxHq+qJ5U2m&xneeIzZcSXj029K&aw^NT#6O9YPN2fG2OIz*3^vH%iQEy zjVLBdq=pik6KnABAVaWP5(OTHzDJivfsesAq?@{Zn8DrNaW()I4SsmxXYklFx?o6b zQshb`N%)2$Se#+5y$*!jOj&82kRFp0o*mqz41*nK8FnYEY$i6#?dhzhnvRdP&ou%`7N+{UI(43m#sks7yQ(9J==cIpz zXWMI7Oj&bDNhCvp1<;HZKeppz4Bkb}$Z-{|4E{71sjR+WTSV)*Iyja0h?rw!qoq@W z0qn#R4RGN}hCQ{7qZ(%gPcdwn<{8~2`En^cmnAi2>Zxf%_8oO(F7X_(<`*oX+q|gc z0G`G(jfh}3!{N>OiGq(av|P#(b?Mg^qfQi5=bN=fK7Yl5ISTc0cx@ zgMp%1t!PshP6b^I0dA%%H2M7FX_DmFi=IYwBgRmVL`jgMIvI{^7G{PZRHc*UKp?Ax^<)&y#GoyZ#jXJ5~5QSZ}UkZXX{2Rp$l8V z=@PaD(c@;CFEKo(_r?P_gI6UpN`hUrA$`@HGp$SJQJovf zXCs{|m?qfQyMux>LlYS%>9v%1`^iFU1GW))S)x_@AVrX}16EgzCyLk*4h$U+wQ;CZ zmV!^$mac-Jf;omm^(_Cspk2dyDf(~0RzDRICK=}a8yJQjNWQ49ny#=P&q?Z3=cq#| zDyXR%mG4x7s_}{Bnc<0%u>cm)Bx{*VR2tO2bE)h;W#p)SsVct9T2(+{ipq-~*&Xya zbwQ7;3!Hh6(;f6wbq77`x&sxTrVgXBz@s1}%egw%Qj)DoD%o8O7X0f?Kd#`jR0G=NF8qrcX({rYh>Fsl1?5 z<&9!0kr*!mP4OeztKiEF-7>00tcwv*Xs{yrgOQ6?He%24NJd}eW<=zsZB5Lnc$-S< z8dr7V!#jRl!&e!eDi_ja{;}awMX%uNl4=^zD zb=Q(E-+F15-p6or^=iL=^{U^s!{z)`x8D^EmFM(bE(e`K?ovxT)qh=c?O46qr-nUY zSFfv=z0{z(K6>BhQQbk$@#dhnEf7}2zOYMm_bRG<+k)Fay5Vb)4co)K!EWz4oxnsHX6l8APkkq?Hg3Ekuqx%p|HEqsYq(<(Ky>xecbZ7nr7t}PUf zH6-d% z`Jc$3eKZDXY?Ezm)i;&)(myWf>z`@IZW>8-@OCbv@vk&t_zOJ)&PN)X=q)6Z8Xc1d z=HMolKu1?Nde+h-o%CEmuM3i>^OT7yfRkuPGS4JJ zq=-;~iJXP7FVDDxZqrA*Z_;{`i$2NAIL{C$1=2y1g`Ffx8ffKSSGeDiV%&4s-S1@s zzOL>S43ad;9lSW8wkj(aV|WkktxC7MRdx5R-~_`e##?$%$Ry^hzO zd=KYn;|f0ELcgck^8xXAagF|Hlz+|iYjYpIzV@GoAh-76T})0kdzSIqKl4OC>B3#? znQZp9`q(l)CE<4C7Cq0wyGHOdkTw+@RFERoC`c+8R=|NZL@U==<(enDMo82y@@6u~(#VNbEznhzuQ)7Vr#xlP2RKtxIB+7UL<9tRxh| z40K0hI08>z=`Ey|gy$ZN@osllK^w_#NzE}8DJ%-YI=0wSp!{Ke&upcr!C|t`c{(Ab zJ4W=SS@}D=x>vF1HmtG%R#J70&tHPTUot*F8Q%h2M0G#jC{P_Bxg=!1&aT@KwdHg` z^_3|43ZSa6OYZi1-d%x#yKqe|BXwvnx`kbikIHA5u=Eo~yYUKQG`>J?<;CAL%%oa{X6vguE6*3eU2aChvYF{{OAJQar`)rpTzM~{ESBY zJdR)BmlwbU-p8*lphe)<0>2UH6Ho>H-x4zdzZJMHpbP95I3S=2Y{`EN3G5SS71$~8 Mguq3CjKGcm0c1;*wEzGB diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$Companion.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$Companion.class deleted file mode 100644 index 23d718b626212eec21cab46c3194834a4111ab4a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1667 zcmb_cOH&g;5dLO2WRnmyL`A?S5)@R}fN!Ie7_|(BSY;?K9IQz)#vz+oYG*>BCrluDVJ`;_vB>E6dAOeRWVqQzluvq+GN#qz3S_G1N@~sFMCMKtf4c~ZDZMwU9 zZYW##S$WTmK=s4;-Rm*U+&tYhUi5>yyCzH};8JOqE9IM=l(bv&O{wL1|7FqNXL=FF@~|fKD2`q46~EnA92?A9`u zhD`%ug$D}{Ft7&cH)SYgiL1>rJZf(ZC9Gj9VWrwz2`grI1X8rOV%zWR;r7;?m1Pg( zF>CvMG!nB?_F^&>8I7eQX)7De_HBQNQXy7tj)gajAF4GU^!Q&?UVmq{r^DH1nD4E( z99(9|{%Z^eR~ZI=Ssj$ufmULO@2wJs^lwXNreSDXg4&Q;5@2C}>KKv*r9_bTxYmNUQKIa(f~t5T z!?+_|vi{2GLI%dj~Mv z1vsB^yp5rcWVUdf&M+eI`~ckP!f)*O4B%$h>j;oyl*36vggHzTwTOl}4DaVK)KPYW zkQpNwC084_$a$3L6@tzXmm`xqBB`ZS^%{Ti1vCN-vh0;}xG2><{9 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools.class deleted file mode 100644 index bd83bc0d4fc98ba0999dcabfb8ee19d19627a2eb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6523 zcmb_gi+@wq9siyrZPGNfX?O^wYJezxpedbmY7s4^NJ?6eRurmsx5;gLX_{N_xha%w zj?E1>_I~KpJ>1-MZgZQW0>X3^_jK+*+Gn4A&%HOVl7L&shvvL~@7MXA`{BPYy$9f4 z{8M1JW+dlKb0(?H=y_WvGp41x^CZ`Xy_6hC4XC5B!qkkVEzBmy^qiit_3XH5=422; zAbMO|)RH+ZKa)H-b)1Jm_yrnw8F|CrEwHvT?En;PBbQ7Y((dm%BCvhs?k*R~Av0!M zMt-J$w*$E?ZCW$Q#|Z+l&aRa_1#Z1+v!;m! z))fgQDoiVIXH5|uGgtW_ogUe%%Zz0#D4$TU=4^Q>utT{#ZcfLg7dUZ;M10z`;`Xc_ zpD`Bod|Vc$Y)#Gygfr&+f|+N;?WD0X=E9P|;gzw{-&IpKCx$;(+)~Qvl|*Y=XVr{U zU^Is5`-DJ5sgua+(^?^C3%uO9S}j&OJyj8^ZYr+cQW0#yR;55EL(Vqc)MU^UqpLDu z1vXTbhfc@U_lm9%b_gWOb;8Imnsa*6B{pd0Gn&0m%h;y16vXWUH_U5uy1V_bVb5|V zZH?tg;5pB04p)!Lh;GlC+5K8Ro6}_?ZJKk1g&Ij)VVf$%@uda52KYn;e94wqX)vhe za$|3rP}!B?MNgEmy#l9@J{e;zzLU0{)g(2|>P|sPMQ|7HRt4oA zmQwwRf|jH9>npV{3U!Rku2mvgAGN8Rt}2FR=|hUtb?aP-b_Dm~epTlNSYl1)D{Ew| zLJ<#;jz3}14C;26PPli;q`FH4UR`~ZyY>8JQtFnW<&0BK@n@cA%q*{oqw@k~qX*PI>&do8rI6tPYnG6lrmdMN+xvYz1oYF1&qGh58 zoz_k*(f|9AQZ;^<1<<>I)Iktww^Sd|as`^BI&VDlMKFqk%^1NUfu7pJ7kN9nGki2# zpCR$X0=&P~b@#E&6U4Z{CdYbui7EqRD5uY}>1s)JNwp>Btw;FbASj5Xe& zNAPen9>OE6{Jbru8Tn?xUMNteopq?!4+35#vgBleJL(X)W>5%>b$T_m+`ZHxRO&RU z6n09NRZyjEM6>1?oT~X5Uft!NNVuA*NDSiBjIY$_*!aNc;E+Iim3K-dZ3gueGELBs z60(W<&>P6x;Ym*&laoD{gFuB{IgX*03}`mSTp0n5^sR6kb63SzNt2`MY! z^y8ICC+nwVT`VV@PBmc(pApznTht1Dg7}U0+1=Cx~$KKaRR65FD;YNrA#nh zuPWP#%mVxK&aUd(%>>$&VF`7fEBjZOo9Z^w@~m}1e3?cn%3u8&+3WUzR|S)&%F|(- z!B+&DO2k+*R-4!*TJ*zNd`;a|Ul-Wy`XQtgt<6tmHFj{? zbg}*)D{csURN3`ZwQm2np0A4P%7(D&&}CV9e^nhjxRsrrcUsXW{t!P3;|2Vf zR{05UI2VAnDdo5mD$|90#(m@N^Jcv??@#fw7zAEoIj-=Vs*AtiotdK#c>|O}u9i=W z%~4$@#j5Ujm@HqxFT;2luc|K7abM{stodLPc%Uk|c3nSzE9rR6z;3?%+3psDO}*sV zk2$rT`-wU!S1na2JP&iIEnMcatGe7dhCL{X{^#qio_jE8IcLeX^&A+i61XZ^!X z(e;WQ=YsPMoClowEzuh|-`Lj}-Ncb38>8)t~oo|rvm|3tg`aVMm6y0N*w&crT!F>=*J}!NHKmvYjQWc-Jf1j&HjvNQh3`;Bv^O8IMqRk$sr!S5QR`~g>Kp7=OMdt%{>h<0DV+U}mW zvEdEw`S2$P-cRU52;)Jta{M#*Hn=#r0UNm@wj+=509foaGq1|JbL~*&5JX8?0bp)P#9wBA3ba&5rbh&)~&LcmB(zF{rgjG15Tq*U!3i=WS zMOi483`yIdzZ`U$tayXO@&1YYZT zAHEmR;D4=W8NLxE$`1Zr#2#leph)_ld5K)s1Hj5>jGP zqC=uhVv|I>L|kHv#4ZP5P~t9$Zi!3I@|eVg#G?|ANjxqwBym~dti&Ji5k-nov^%KW OZFrH&d>=o+bN>My!7vg4 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$1.class deleted file mode 100644 index ab499910a1bbbe9e8a2da1b86095b563391649ce..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2274 zcmb7F-)|d55dPM7?Amc@nm}nO4S|^AxUDY~R|HZk5D$oF{wT!Eo!y2wie+hUc6N4dW^U%2xqtrs^Dh9acp|VOwbSwa zwjLfl7FX&N}?gS$Eg@YCGC*2lD8kq>fcH3RP(-2O-d^yXGhgR~m=1Cmm0k zwzIW=sG4DID+u3|Iz(~*8@X51@WT<`Pc8|Q80L3`g zD>-BY(v8xh!1Qov@zqjHmj$Y$;<>N(qxM4;%9acz1tY#CtEbXZ?SypUr75r9Gx>qZ zk4%0dxn>4T1d|k#G|4SJMqr{89%$loP5N?mOqM1zXH}r6jZpz7Bo=1_Wh0M0bp>Vy zm9UXLQl`bJqMN3`qSRF`YBecpm5ZA2)ugD^Q_%}#>)PmWP2ihyV_Zno&Pd?N8rBwe z1%4jiZha@lR&6JNQf+ONqxzk(V}A)}GS6{lxfG0><*{wmig*_{^GM-6f%)?2tQ7GM z77Ca^MIe(vpgy+O6JH=OS!((O1I4W)FgGd$fs5Mo{EpgAAS7_JJlrk|!yA4(Vi>zce1wl#`bqjJ zHx6cpXTV9686TUqbL!OZ;=$zXckexERc$zvqe^r}@{4#2pBAu& z&uCFvrubLn@O2wZ;>(Jb#O*Yvd2BwBw76T;Bx+s87HT}8iv|EU$-cnEsZT18Xx(gV}< ze5(!5^#Z7q|++xJjy34x1OV1x&1qC{YFQDuZYeiSGbKkbRwm`N#?3>=+(q{ z3709bCDLY-o5;`&Fv})CtW=)i?)1vj=eSE;S%}KtsQ-cWUr8hJawXAz;bj*0=mP{A zq>-h4nf8bDH~BUC?@Mu&%h^h1W^TB5QHMB0peG9rL&vYhAN=!{T~O-yF~z gFBr^PLjRn_+qh3Dd$5Oe?2X*cV3VDF?&6F803r={I{*Lx diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$2.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$2.class deleted file mode 100644 index 861a79ea67a70613bb073ecaa559434b4c531803..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3435 zcmcImYf~Fl7=F%jNl61u>4n~Gqs9UOvXr*A3Q{Qrn>IitK&_~ClN`drW*4&?px&mx zz?uFHKRDG<+OadrXUE^<_?%=DC`n)#$IR@>yXTyJ-uHQL=lu20?|%UJ0N)C{Z)c&jp52}wPmSjXFSufU47D*hDMT&&2gpca(Bg^ zWOC|Z!SrORJY7ZJWyiQf26oXD8K&wFOh)JcR0;4@uf@=jQzvk&#*U}%9#Df?N_bv#0_a6Z0g2vuGDA@Fl z(jSc4a-(do!1*d(EtwFGBGd*A?E=xBM8)|HqC@Nuj^J1jEeH!Vd&{OPuwOPDXs^K0 zXofDfqzb=4z$?AMCmj!YMGQ_?fChG#I%#F9Yg zp2CW+dR(yhn0!cI&}xzAlPQ&HT$O3OT&8hVre!%^_C$OS+D@4Y^wuUd%d=qGu974Y&XJ%*S=MvKsk5luh2NTnGChiEF?5V>(gecw#;%!_OXt9j6R16X! z^q^OTKPGU@S3fJ=qU9+i{Q@1{a>3b{u_q1FDi)-`sd~<4R>YwPF@QmVreu_3XKesN z7{XPh?3%#M#wosk0}0?=fi_oqmF&K_U#Y2ly@~gNxPkYXX+A^MS^^jmIFgu7&5ccu zPcW$}xl!snA&lZy8(Z&(0+)6=P{Oig&ahIR;mL{3j9gPW8^CP=J!4o_#B(Cu1-dUU zyCZ42#NbD|%gNdu*)YB3NVTqxfPs3=mnjwLoL^y+L5$-gdNHa>EV{9)gEGmg^;~-x z?C(6LbRen>w3x%KnSvw_fw?*%t$3qqu&eKG)5E<7Z4g*GJnTq}?dt&Kk;=M%K&Xb) z7Gze<>@@iXRtNAglYiZ?ie%kd4vc`klR$^|XT_EV3Q1-sdHmx`;QRkiVa@Sb$AA!$ zm{JaV7{Y0EDd~}bwsu7gLoCgDajT(G7kCcy3hoPm;}y^B>ZV$Ly@~f3O$|Z~U<+DR zLK9VQno45l(6Y4T{PxpekdGGDg4!7^y#4f?HYj4+pmsN?w$RR_BZlqRPx4OD<&jOS z!NxtM{xK8)Tla~|MaeDSfD$~51b*5tM)lE#_bJN^uQ+nkt6YjyDe?8T;mSG}oQmrX zkyIh9;VT}<<4%^T-I;XQjuwo9X{0SVrv~=Sl$o;)uhhib*}*caQ^uOVb}Y#Y;dC*d zmIZ$%l(21C7`F_U9ffDZgq^V*mko;XTz0a&VWga5AtNVEg?)Cm$SYi4E|{)KWn;GO zutl;rx)@|Wv@kdUsPOW%0m7O(2>2gXmk-Xi@L>^ir%P#+JJsG$tnW8;#9I1a;P}sc z7w|Yn%4_Jv3BGYx34`&cbP}hCQKYOPh~p}|`IW-_!N(kZiSCE7U(xp?C;96y|CPp* zeJ^o^YuC4NW2&D*#}P2pY3w#LU@e0pZhMo z<>R);`slEJTDpbDdqLZ)pzQ=z%z<`-UZrs@*yLM~bIM1+89d?G3S6V>vH1!B4;kB;SDuhRKq2g5s$cd6JHYCSVU6-=>#$fWFZq+LN0-2n2Wr% PVFjyPcVW56ySVo+>KVsE diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$newPrompt$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$newPrompt$1.class deleted file mode 100644 index 86fd100f39e6b5fb73bc959fe974aecd204fc943..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4075 zcmcInTXz#x6#hW_&V2iF_Wt(n-~aycCxGYht-y$3 zY735&(~O+7Jy**(MOm3^d^f#o+K@h^wo;{Zu4okI<8n!6N}i0{^6FI4$rrr%u`q@trK??8%xk9Y$)asoTB_t0q@7I~`E=GuR8OlTb0s_DnU3vhWB%;; zU~+xMTC2z>uwu%Hky+!SW?BCKx`vr1lmk{(OHmwh6o(#3dUh~a7m!Q z0rvlrZbYU_xpCOr_?Ud?2tlnyo=>Js5dDfE`YYGmuLzsF@e1~=?za#PoAIACq^%)&ZnkECq_m` z1a@~d@Iw@FJQ2a;I3mzu8EL6((WB@>w+e|KfgQg1Y3Y_MPYLN0*zV02ovV}fm|NE$nA`jerORK#ehIlGS0Chcok6`#|b6uNr6-MNnK%_6xd43D{Lh2FpaHZ1<5Lk zr}0b#r|_)6lhtFvWL%#=!Wbk8QC`yGWuK}Owjl~R*C(Px6sK`!8>`9l0w?ZSja7g! z&PFh-j5tvJI$&!UqrPX1qLF8WK3=D+f4WfK(g-|No>8$Ea4v!|=mODPtdOMQkpy_EG|(^RQfWFaaCo%<>6RsPhL!RR zPmV5SWI^#s7?T28#;~lI=fpaT4CuVt6H%W-5VVc znA<$;U=M502FQce{qro;tW~OLY>hC>Ut6v4H7C1Tz1Cs8K{8r2tP-tmtz3&hel_qm z>&~hw>&T-mtC8ckE&?|mn7q0MAechRvjJ_QxP(`g^RldvJ|8Q;hQXS&MW0B`3{4C( z&)ce&mYp8OJj|`g;Yt*Hu}^(Zb`KSfso}W5(~WLEAiJSD2GR=dEe3v7WL>2U}z?aP>b#(hW_9}4WMcIIxS(bn052>f`r2xyG9%5OpW>sOO{ zp7i6d>eWqzY!n~k6Lw_7PL_Gok#xv(7mT85q%Aq42G)U;nX?VAT(R3oj+upVqu}rD zNb>)ViBdi-i~dSfw{2M*whWhS#YSM%&RC917UxyZI}F80$|)5ya?DiN2c}CTp1izZ zx+aAU*|tOWCGENxV5qb(2EtG`&(;EH52>op-*(k~aX`lw=l|ko zP56>yGeQp?!B?DZ=SmZ9($H^Nop07u?!qBlz(pzsjQh&R*m}J}M=+68j{D~8L~G`$ zeRmMLq!gh2uTLDMFP=KOg3GtKRqu&?HBaorn`JP5ih57X5}rBh!=EiHNay$T(nh(0 z(9c*{Mt&`Bdkwc8HWgPMZiiFn;Y|AwaSOhO&-l1)J-zf_A2nS@aV=#RI^My%v+UjR9^U7^iw|5}cX9DQDcPmn diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$1.class deleted file mode 100644 index 60b6d06dd4dae6faf10a6383329384704872e426..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2388 zcmcIl-%}h#5dP*4xNuxdK+O*mk%UWxOL7Z|8ubWDNTM4r5Ch^vo`z*S7WQVTommR2 ze8`{UlNGC^w0ubUW|eWr4>s^fu$T z<;j-P)_6gjs9g5A4(<2eoImHbmeSQ$BDdD7YDWdBRo{ko-Pc+r^Rc#S$5y9H5CU{& zqfk3PacV=YjJL7f_CneuT1K9;4s|MR7;C@16_rpFC^oB80wc{0xh=g&>Xx^-x}gHw z$hM|4dOM?c1nSKbLOf8bY3qrya!p!E7vekmK5&ZqrsYOdBn&SddF9BTRE17}Bf^ma zRfew?CNw<6U-KgLy#s^VARbYJLWRxm+57*1+!}|h#F0Mec=cvb=h*ee% zVm63!ogy%HQc41+L%khus-@IyDZM6eeWJUeCc9Mv)n=TuybWbn6B%mbNv&g>b*S+c z(kPOvkzyZ>A7>U@XGyDpM42?Q6-;Bm;mN-3rw0|W-u((bz=uxzQSpUqF^qQi^8Rux z;ghUIdK*zCFpp6g1j?ABAQt$k_bP83bHknKus1HK*rwR=3<+E>U7TVjqu}wDwIiU+X*@nsEH~&1X}1q!|Y?T9HZUs&&~BflJR){%zXI*V~~9shaz@vRU>Acc02cwiSO= z|1qoNf4N8+quAwV9_k>9O{m>3W<6$~m6zf)3Dl#|g}m5ty3!R8Q>^$hX9jA`YPYr=(@BTo~X2z9#Ksc|XQ8N(EG~ zME)bCGEo{bRGfZ}qK`Lxobid#@N<-XjO;yc`pBQRd~_bXO%sEDgOb6i!-PSc%S_H2 lTrjw3&@H@!O9q$muE8kg3D1Kp2}WSF5j^yX)fYa#{2R-|r2GH? diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$5.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$5.class deleted file mode 100644 index 764c316d591711b059b5a2cdf5bb870129c337e2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5589 zcmcgw`%@d&75=US$QHuL#Kwu8CaR+Z5D!tBq;4QiF@{>PfD{3)Lz-k+7O`fvt7=ym zw`oG(ZPKRCwCVf(N?*2PgJZW1{k79Sqrde(=yW>$?(Ry6hXl-I!VJ4tckiBa?sv}l z&bj-K|K0u@fXA^e@T8(A7cDEBRI-}s*h$qYXx=!<-@0=pIhY!hk21yCY(dE{#IZb>r68;5=%!{TFD>PgIu{j8#Ykp~c3v~* z(n@Z2PU$bLmP_V~rt0XHX(vbgQQts%&*nLbqm{)~D3|8xW>Jxn2f9o8rcB-GKi!|c zq%0{(Lou_-@!3n7D(3{c_Opc$>ICld->9;U5E=v;26QStE$~Wvja{i8nkCeIaL*_< zH@9ajd{^xTM}Nn(z`x%uYX&A$X1?h3PmUKIc_;eYao*ys{qDGWa8jMz?SZ%tu)w1= z@T}p52pSPNhya@CQfEQ8`)v-;A)f>w(h|5cacdL+m7cpTRwInEpR zc+TnBBCR?~0v+3fmfTj*O^Tjso;WpWeUnu55hf@As1 zrPv5QjB||`L5exO|Mx>UPwZ*NsIu%9%?%_X7{%#Eq%kJYTV3+bWD&ws0(U8@s@Zm& z;?q_(s}Q*w#YFwO6TK0k~TUKC$i*y#Y^WJI_&IB@Hd<2tGBp8^R@-=R_ z^;pKl3$+Tu&i2(RP1T*&zheSiz(>Q3zKhKbcv|4(MuGP1O?r)kq=R`yb*#db5S}4j z0M!uS}TCnO4sj<-PI<#*9hHT#=h+Nff#g*_#?=fORNV+hRB zdaY2fSZp3>FV%pZ8>n8l{OP#Vhy^SPkmss3tv-`80mq8DS*3>_R5H+Q93!yd97F*{f%`XNB4rp_ zRxvV?3@eme7D%e}X3Vi-Z3XgnPHT(JYV)i@u{O_{ZL!Nt;8?kBJ%B4)NZb!kuMPNQ z7|VEp_}Nkw#n<4vEg9>!$pRskdRagiPHI7Og-li^jo%HIc3n2iPLg5E{WLRpdo|p& zKwy6VVh0jz)^?FRPLjok&f< zeuuSeJIGWLi0``yK8?>vL|%#D1n!liuL=b6>=y$0KK69Xkr)ZaFV!(a&*@IAU3A14 z5He2=;2UgBH^SQ|CNC1{WmR!TN)-GpfnzykQS+wd*^nbfCy$f@uUCeEFXbJkV?RA+ zDj3>_p%NKicLlY+hVO*&ZG4y1`nt@xRONDCXauj}`z;Xofk4zR!c5+rBI~fgtNZY6 z`CwL^z|BI;JL6|$+&JDP)y6blCz3758D)ZtjZUQU0R*JIiiH>E<9KnR%MLe z#0_?>89i$%j@!1^4Ow&Kq?WYBdNHjObY<4iCgp_{h-F1x998oE@8&eWt#~!gpNV*% zV+_T%HD+D&u&ElB&8Ei7HGy!(Di&02M3?gJnJALTbK10S>r^mknily@etuz;pRp{* zcKEr+d(}oSW1*f{@@og3!s7@Kg*++n9+f9z_s$b7*Q|0y0KY^7?<8f8*EkwQ(0%uC zqVpyWCAw~+B~jnKhNIW`P~aA?32y;fag4u!!>(ZZkfXaPI^d4(!EuW6l!W<&+{X8% zihprl#>~nsbX`c?K<^v;!9UZxxz{6|x9}*RJ+_X4(XOsle5mgERh*Rr&K`OTPYS$+ zaY6fgZefaZEpq-g=D~R*fIBcRZeF>D{M*;DboCCFFSdMQ4WD|Onu1&n!Vuj7kXDb#~kiU#2-!FvK(XrhxKePta1?sXNfZj~D?%Z=h|G+w$bimzA5eVJo+_k1Fq^)#hQhqfj)(y@uYB)YhOC?yXo&@x)8Hpk~Nc(^0>v_VrzbVm4 zmv<47Rs3SB@l9ppn`pd58EB&Mr>LNTE(gM#ljeev_!nO5$gnqkz=HTIX9Bn%^0Vr* z9KDB$a-YqK*bHahD=#PI5K->E%FsuKb-t_9nRlqHKmMbD zKcazw%TRja6REP#81l{50mJi?w~JzuZk^=Bsxu+u&S`Z^*Zx?}#Qsqvi@39aiFva7jNKJaRZI)x|?Lg zb9=A4yH(s?4&SNbJZfd+z)8!t2_!?sGimJ0Jrz<@f1T1FHj@V`QNvJnv^G{)%0H=X z(pDkMs8-KN7HO5Rh6|M1ed^lC69O9FaOL<%53(JzDD;Y?W zmZV9VrEO@FrfnY0qivpTT0#;V;w5n&ZPGMZmhAoBnsr;VZ0oje-PW|;_ndpL9+qT7 z*8Z{221q*h+;e{CcYg2R?;KwL<+INd(MEogX_FT84n`vVUaemb#|&>E64lMN7tg`i z32#e#i+JUa_x4A%;Q^1Khx94T2JNGuc#i^-9AEEv`e@6nMVZ!jFw zqhT%N^~a52J>1u!4fXbEP4;LpP8?M9F9ezO`Gu7 zoF3A`{obzLqo4x%m})L$_X_1REwyIkpnyV!Ooh$Ca4@!sXNZSHOl565Fo-CgmR_yt8W_dbQafMClyhdN(JO%$`=bWU4FsKrmG30q}UVH1A1^ok1~~b0+FHNkS>IhsbVIS zm`a1;k;tHK=@HWoO61+~!bD2O7!4dD}z zrfH2ZO>0ckv__aFv%SU?oi$UCNvAo}>P+E;Ns0!;MlfJ_+Y`;5F@x> z`?}jZ+YbBp`FFQ6>YkoFXLIy9T%T(GxJ}0fD#R6h8)1|qUX?n}35DZB% z_Gi=hB5cV9HZ1Ax?K47N^L3MxE~gfiHq(}*t;%6j724_~w~664ru8<^RCgjE>&Ig{ z=$>Y~TTIh0D6<_4MfKs37SOlDFh`;%4g_NZ-5p!^diwMu8tBI~F`dDhe*aC0&F03- zTDKKK7&ZNgKNi(udjE;0gIQE1)yy@uXDV1$k=a2zRcfaWCbvzf4C*V?>7qpt$26Vy zgrxHn+WggDH65mRB{>n@5)X#@^k~y+n>zd8upm2oXs-%+^_LY=H&cBQ+l;Mdhu|Vu z{N>V9OIK^s!D~hj!X6#b0zyI*`Up(vP_l#RjZ|f_=3&M_q;Ij1Q-J za&S2q?oaJWo7jC~SpRS@%_XOwn<^#NvaMPu`e_mJ{&|~ zcQr+eX_(-P6WC=^I7d9@m+`*dCnJ7^;s{t0el;Xg0g%t|wnh?dVb70&xH`P~2@z() z@7o?U5qblu6LgJA$LZrtb1k(^zBQw;>r@({PcRk1bIIkMbW%*(OxFWu(n7Q&&(L~9 zx;*L0almOJS& zdR)-@n=o}D0O>-!xw7(5PS=_`^$Gg6nEIV$ypk5m?$wW2lB&>?W~A2@ZH?+MRXb(s z+8WXfXh&5luCg!b-J&K8?@qJdNl($!DxINcKp#sX(uXKChTs;o_6J34kO=uW>D^2dNr+wp)tEObht-$V#27pn+kZbi_ji0W6zgHgS&;z%S~vBTfh zS&=YwMf5zAD+$v~P!*bhIL0C-Yn}9x;OvX^@)Vw0oHynByDB|L-(%X5HE5d7S9sEF z#T5JaS}~OQ`%K%j$?AuJs?ZN$DGfb}+yVNGylN$s&1A)KuiY;*fA3CzVif)Ia5f27hM&>tfn&0^DcX~Tvv=6?zilExezOtaH08oB`I&*?8z`ZM}V z(B%U5A|0_O>FPwNrO*$d{{Hq|yF1#LS}ugj*}ws}zos7*)4TLHBKyxF9Z8ay8t`{2 z81rMquII6tbXTs>-!thmuX8^8N{5^lB)~VxGQ~fr^gjKgbdWNZfVmw?HDQ)s=h$|t zQlwa8!O|Ip$Etrh=_mBh0*QZNdcdYusuP-4vC~S49y7ePY8)OsqNJ$zc>>Z*ODVB6 z(as4y^`2uxrU2QmOd&`_W}X8BdKeoTMu=}H^i#MzPg^)Xy?FCq^m7$L^g(8%IjlvsA;XJOO8pthU0k3Y`%_$1PDU zEQkim>3vB*#YK`zLLgaHxtL3s9zXy6rb*!xWE0*kOBipPV=KW*MgvoIYdR8{Rc?AlJyqrCm zT5j0V=S}VaP==9t=?Y(hWXnj__Le58W^F5_vxdD+luf=wgIRRcNydHikfa4eq1z0C< zK<>bed?}MRfQm;&EK;!wb+`DCzN(^EM|`VStTH{qstOqEfr>-{vWR_5z69$s#XVCp z(oTt(mLw);5(s#kZpq4cnQEtwo{k%+lb4xA?jykvvOrI81U@Gvhe?nQqz(4T*Qw=s zFhW$LBo=mHD+jGO4<|0Xn=G)KYj;O5Q%+WdQ<1G@Ilv^m4wjzX2i1i46IqB2VL?iO zkj!?)ZVefyn8gdZM9GkLd@FL80r|8Lz~mVkfOX;YBN{}9d{dSJQp6nCGfc=3?3=x4 ziGExYsgpV0l`>u=nV8@RLNcoo{7DssY}qenI86c#X~PnSQWJX-dCKS6iPuTu%}emx zb~$qB`oyvsW+p+*gj(4%fkCmkq=d0*CT>_U01QPirVn9`oVLLe^k|-1Y@&ABBM|FA z#FAuDJ619ChzAq9QDrK!AD9-&W|mM3$D8J2rbx}OUITb2A=v^b&bq{k<}>0dSblLD zg3$g@f_|xNlkFVGn(66flfo!Xq-4CN>L}uvYT1lgpuz)4!LtubuutKm*ih1pK}r=y zOt^A}c~?l0v0Hz}s4z{@phpICy-E6;?HT_LU zql%~)Ref=sS1_W5;>a|@Nk5ax!5M6@4L)JiMFlZ=QV;y5Rx+SDPyG58%)A&2l3%*Vs=BowCjzbA7&o8K{@HJ4q_D+9yOJ^%`+)|qs=J5$%%hwh2$N3XZT1bn; z{FAVA!_ZyFFx2bf^eo9f6|#?qkjXssKcSKx4`nhmN7$JlQ;H|uh4>Z#1Vb?^`ymfb zc(Sc!LD?;jBn^dcMy!}vA{D9hfrvY<J-dm7QgW+|F!Pm<6xuaudkBn8~^`64v? zJbyvOE^fz~9@7=2pOvd-XB^e7RL5tnFXFuH#CP(Ie3KBSFP9baSC}r#z&-cegsqSQ z>f*cS5R0>(iYatXMwu4N6-Kc+U*PKG`*Fs@_wfUXI{@hiMavURPT9(CDFwFt;P^Y6 ztxJ;8&X+Sy2TrJXMC|?{rq;wtsp2HtIowX>trvtyw$i5Dk8li)h)WL++yfXC4J6-= zbS~Lm$zLNgQ4jq&007T zJ~0%D8#ufN$xBQr6d4$-@X;g(GdB_tst2jJq5~=T$74d`XH09dTC%4ZRqj$V!%M`) zjW+)?*SCyC)?`uPv!Gu_#)!}?^%x8hz75`zh(r{Yr4}%y>Z349=d*T*Lq8duittXT zi)Dq=jt2aZcr>8PyDn|^9fc-#l=yeG>{h2lSGet>?v&>RYL&mjZf#SmE9xt<47E3q zlRi`Cq~Biw)P{<~$ynPEt6Muro@7lqc{_YKb;iyZfUK>Mgs>AlNh$%##_qz&t5$WW z^(*RY8a7_kvsCX}QuQ>ge_Tv(A1z9`}-mX^DHuX-v3cg1S2G zi2_LVftngT&w7@6iAL#2%>)gcq40q-6!R4qJVzrwr`wq~P9r^M>Dn>+q~Gn#$AULZ z(2c&*#znq`z6E)Wv)rY=vT?e($6e}D&(f`9^tlN-<#XjV&UTlbqdQ>P=D6paqq~^y zqH58)7hQARF8ACCy3aSy=gw=K@18eGUvs+;pQDEzbl{Q6x81G@dX#)__X79A`HS3c zELnJ#zU5miuyHRokvU7JabIlC$XOaaN8?OAuhQ%TKN5FCXQVz5;gvcM*I4K-@F{{zV+<~z@)hMZ7P}RbJ*r!^*wZ3ff;}bf62Tm2USp{{ zf0VrwG&0I{V8U5m=XQcu=lC)Q-8K0d$W>x9ZQNZXn08ulU@kWa`hz5S{0hDnQQ0JU zs9Yh3LP7(w|B>(3O+sg^kqT{As4M$m=;e#V_?o2tEaMg203n5O#C9VF-Kfwh{M-pp z3JsteY?G_iPtvxWv+2=Xvla0Q|6UXu0=)i7EH?#d^eP-wco3+t!b5VxyTIZdg(K<6 zB*7^FSHySXpEVt$>Cs7Y{V#^D{7P^y%1Rl9^CxMYy+960v3NZR^FD<~Stld~%a=Z0 z;Z+#|kp@AE)X(XPNh-8wroB&nkYo9~==vqD_~haGTOA#u^>iieM>~vbX4jEU*V7TY z2?BmA4d4dM06oQv=uLLxymm4D49}Ci7$;IoxD-baOHg=kpd+Y8m*aC0@4@dLUdlcA z?LkRi!>{>S1_da`XE{nf<<`dop)BVp>g(5`AbuyW=DWCx@8N3XH8p%c*YbnBh9}s| zZ*v|05bgIc<|jBx`UUBZaysbn;kTIv9j*9mLwh?7Id)OR(ZltQ5H~n(NBarV z*^kiUG%eJdp8`h#c^;&%fIkYX=Hr6NM!piQ*|;Qhh(CtbERNzP+hNfH*O%~BXq7rb zO9=(8BO z7V-Bmy#dS~!MW?0>_Z1`eY^P_KZ_`QnBM2{%ia7O?vxJV`CW*|^LTz0qw+Cl)QXz( z_%-x6An@PE&;KW_Q?L0ZZ(RMKOIlxtVB7-HSc0&w+@OnS=^=8o)5YynLCX$NemgCf z|5miq3i6=Cpp^!>&2PFycC0d}(jf6os|}cqDg);BQJA^M4pCk^KaQz@!QX7>Z}AiD z{B8cuA@M(cPV= diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph.class deleted file mode 100644 index 16dbb7e9008a8a1803413bfaaa5ecf275a4ba29c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 22335 zcmds934B~fdH=qVv~RU~me=cZl{neh>uV)NM|?`Q6Wfww*|O|dzLWsTT3X3#t#*}t zE5~jiHQ{I*+5iOtE@`;q1PC~X<%?j)Ee-@q(gZ>%rCcqvl$HX8UJ&;`GjHF%U9GgT zf&SVm+4ttnoB6(PzWL_6W}csW^~`69XpOjqsWBRF7)+%G8lnTSWX5XfO{HVH+<@nJ z=5WKhj&<@?_sG71baZ&XLCo}t)g8&Jrz%8B&62M7-JT*LFG(0l%#ho zGJ`x!p4IVWJhPVRdy8HC>CU9%$$?1>p*s^zYsyOxcOx)a`_(W@H{O{_CAwn?%o6wm za-x~oz~LN0!|Bw}aHb)V7;5P3+zQSm#=IMjrlUiae7#+jT9@o*`o*s|%IqvpW_EMK zU41!1@mm`B{LWN*py5C)vo9TuC#{BPGMUOmC3CHYu2iOLB$0sdg(qr-CeeKfDWm1d z=upf{Q<$z9Ol1=BWW#}jLk*DOSUMR^G;}1T_*n5?%b=-DGkf>PdIxPJYA#}E$h62k z7xs!AD}zgRn>39AKJwFarV2|6oR?-oa{HA$d1*FKWQvK4mx4@XizNgvUFD++x|%64 z7KKSu=$c9rbS+a|Y0=Edyh$_ZI@xg^Q+?@BsEbRjtvk#bulY(^B}r;wsx3)U zj{OF$W|{(;w6c~sOj;{3ub~^6d?{rYboDxoVLhZivp;SzH9MS|tQBfy4!C9g|D|^A z$WBq7Drk%KM@JHw4Nx|!)vJy|T!SX1xn6$!^*y*Vr!bpd{b((HpdfsY(-|mVdtbwROHpJ#?$Y za2wOji%ZX~?c+HVy5z-%sDra* zOS?7*_#4$cha|#K+zLe#=~%Sya0o*WWl|yb(h%%>j)-{jU}`YdpjQ~yXKysKF)A16 zVS`dkvxlOCFr`M!EmdM{p?_yegg~-*=40?}`9*|?$bcJBnjbu_f z*n<+=8MOutdLPr;lF$mG{jh6IhMNug6Q*4gt(D?AgVKvqDTD`o^nUu&{0OLjBxy5# zqg?_OAAnlFD-8wJ9kVPbdZwL=v+G{^N<})ACc&i!ZM|U9hv>snmOjEX-xh_g)SmsZ z@qMyHN(i`X=DLP-%w%1OHT;mFziY7(APJbnJ=QniBw_RlyndXk| z)@LOe^lMn}Z_?k$Uf*I0W>ahO(&9;eSZjFa$B5r; ziy(vdj$|^Hwi}xC6M9@K$e%K`jnC$SvD@2e;jEcS#_rNeFbsq9uS`8xDtKe9j-)de z|0-Ae7e4wq{TsYYnbEMlXp{a!ySx9%bmis}?)fhfXym9bqEaVC;;TOT6;g|=+M5ts4QWtqtcOermLKBjg=F4 zHVUpz!|C~3>a?F=`U>ZPsVN)}N5l1Ufc4`!dhRiVo3NXK2rRd75Dey+o`DOTNDV;$V;8bBo@y8Xt4H=Vq^$i4tK8C*@39Bou%%Nq#PV3o zOOU1Jh@UPpg~rjZVJ$pzN+t{ii;tm%i{Z9>wxUo@Mv+j^A^Iq!ovfBXXy;gnQoUq^K^25B8 zm-+YxUJjP5fC%UYO!rNs<$l8xWm}WtiJwMD*(z=c;M59sZWc^RFb!UVZH72DGh}Fy z^})u2FO}?#d{Y&#<#pKfby4H&-tUO@hqXtClEE8%+@`Wb$ahP}*yN3fwYZIMHt81H zAw{gi-oR5^OiNwiO{t~pY~h%^g*&lb!&`OOrZ$UA-X^2Qy}Z5ja)ac4;D2lu-Apdd zwqnU}lXq~pWY&Cfy+qQwYAb^t9Yy@@w>0Af430CsZKC;gydZsE&8^HQ@EOL_MU!z+dC`gcVSTcLCe$%JG`Cmg(dGC-Ab0~@hTJQI&5?9&!iy(8%~W=GBe z+=DE2g~QF+d+^k>``93=HH)#aqfV(JIw`H7+Vc*!0;Vqs0`#NKBf2K|!Yw+!N{=MR3$F@c*uj+a>MIe24n;GF3YcDVr7Aw> zjAsuSxU#Nx6-+GQT!*%H`uwYwiqAtTV6wiTU8Nl($&Nmgzo;vbFt6g!ZCn?U|G(DD zUshC(!8aD&WNO^rwM`{XPw)!?^6_6n(F|dS6KWs30Ja1q2SS#eJHiPR{z`zV=q{5# z$MEX}e+@pk4A{e%6R(P2aV`P@dAmB9gW$`y6_CBquskB&B7uA(K&BG)aGr42b)`b~ zk)FQ7esv*B9vhVq`;pq0P`(wwp-(Ire~wZqqw>{v15~YEZP0s~u|9pM2Cx1uKvU(b znd@Z83aC)Mp?K1H|MvkL%fb5@xvuW<|6>40S@Bw)X0w&Zbg1Oq>}0jYKl6`$T*Lo@ zxUD03Fq(+>h5FTLSB*)ZPYh*nZc(x1rvVB`xNEgwV;}ai1v}g%glz9ZY9+Z4)3(#kg!mw+ku>tF+4XXz;JVg^sT7o$IG)XZ(A7PbEvoe20jLvZOw*Irer zQ1I8Cr`#GEU!y|gR`(*cqrP{z{G_p5)6pc9ks)yMy(ur&cEZ4k54?)0K2a_FSYr+_ z9KM;f0n9Qf?DTFmMLc)17UHpI07nl3_29eLa<7I02h@Q{}i^L(IcKGU+&oJ4%0 zKUm3b`LBiOt|;9vcd|F{obE&?X7X2Y)_GBfMG=5xHH%EZVQ(-BGQ`lqGHlWdd0}}W zY~jNN5QpOOsS%~VCKew$f27|h<_Mqg;wSI;oj>9e{%UozpT@fhZ>8PagD&VNyJjIs zpyj9zIaPQgygu)&Ip>drmPN|F=a2XqH};F>>OgrwY+`j4jb+WEvAjhrTfTlvz~ir| z5sjXJ={IV;^8L#5M;g6&th67w(T7G=Xk-R_Ug4ioQ$B|qt5tcbD*G>d*i-JE<_~Q4 z`RA#c`I}~K_WHx};|mCHnf!qWuYa*>eI43d?O&qtHP$vpnmztH z^r+u-;oh47TllZv9P&5FwktXN4)?`1lGsfb9?*>%(Wq%mqh`C24XJVS9RCe~?Qy|b zDxWur9Wyj5_Fj0P99X^Jc1^i=x_`!w*?GLly_@Nug?BDSMoKDsMs_=6y;CZCwA{8xj@xno~kgBNrB*VdR>_F{_40IoWRIHY;)s=V-s zXN440WaKJrr@@o;{3o$K^Fs%@Xs|G_4kAUDXr|a@aS8)0L*NU$N++udwWKnnFdIPBya7+8@Aa z4)x=JILP)D8}dfH+mi7`I(<#^o9dcZtZHdOskx7DW`H2Eb#3VVdRqv^POwkyMhaJS1- zH}ZS4JOoo<26_j#Mu+Wgrrsi#aeWMty-)LeV_f2yQEUQ`?XofLE<(S5eJYi)@X_Kh zv^x&QTXY?QxeAD}f!L)+nrvdx4xR2nT@~&!8o6dn9lkDuk==;*LM$j~kMGBvcMA*N z;j^$Yu<+TJtIkw7@j=&^I($*(s?)UL8>oUhA-@W7@Go-kOSnRQ&*5q>>uTignX691 z#dzf>KvX7f#?!aZ&%k|GZJ_!T&8Q2^!nHmy2iIVEpa!?dNtzp}Jwc&J-3gi>sXsvr zBf;_$v?LO&I6?K1pyvcNMIukp{83tQf?8#9;V9j7f;K!3z(Q=oHG(s6L9k*jEueX{ z5R6(xb+nk8X$h^w+qHP=pn420EIQDBlO~GVNKO~X(-WmiYI;;jPKGqmyW|&nRIW;r z;T5VR+3eBNNItO{bqlidu4h00D)|L1MFc<5OB=y8$)8(6NG0y!nTFqg&r#$HTPjct z>7pl6TUQ?}4^{*{Cux%&?iREzCsE~71FwOsp*J8dfy9MrItDun_xVyT32V(JE(C(hK%DV;`JsMDTMH=y~2fEE@3q~x5o769y`ZAAbs zECje{T!7p203yLn%Zd!OwGd!k5rFO$3&T+q(1t=l^(6se8_lL@SWX!DSOezo?yS8? zfwQ!?rxs7IIZ3x4LoQrGFB5WVO%lJPIR;hSWYAtU#j}*Wt-y69Rbt7`p;pM_N`-%x zQb04+vXwJgQ!sm4=&-Y6i`yEsm+h(|e1dk%%WHCrs9Fj8O+d5`%W1u9fK~QFVT#gg z?Rk4U1|=8AirPS*T*esMv*eRwx=2@@rT!jS({qXrj8ftZ9U?kOcb}6BeYafb3auV7 zcr#)o8d4Y&w0E=GUL6(=BGue2Sh9d=_dg5Hx#Kx$gu$eT=Hl z(&?T^{Yg5f8(nCrIz^vvnW8#;9B||m%Rf1s>+tIWQhe9Nar~YOqVZouYJ-3uIYBQ3 zO~}_vK@$S@a?pekdHN*1(i5EWFf9m9IW9rIyj5ObI!|xvl!X`0lh~qw1gp-|r(4Qv zTRdgUji3jow>aogQqkhY?AP}^OVxYqno;`emP)7mZDurRLW60!2Hzf~?|b+Z{jkLs z^g@ICf|U}a{}Af_NtSq8*^g2F7owI5Sh_kn1Q3rQNVA7AU~OUyC}RviQ)39(W02Ih zRM_NW9FhmYsuoYMLeYDce%@0HiTrm+Jbq#VPi*c!S=HR9PGJo?>6ngT>U}Go4MTIxzK0U+@oT z>Y__fP*V&N2EEDP8iTLKTlHt)+&f)@=BO_6RyL*6xDwU94!29tGI{N=I0+!xz`uqri~rmHd7yD1J0 zen0Lf=m?#qH_|h7FFquAGyKc9;2YR`*@sy(QLd&pvmehj^hRC?oxTX48!pB#LT}?8 zbT@Xy@8?Hxf05oPd~~Ukmm5kG3o}wJYN9i720z9@$ ziz#fsMLS!Geh~C2_00RBV0Gyt-KTJ&Cehb~FTb_tN}wuS2K&rA0#7Wp!96#3j z-}5uzmiqtu_0Mov>33Et@q0n(y(hRfQhSD16P@Pug3fYV&q;1?DG!!IC(l2@o3b?((6M-ojPhpaInPCE zfL8X5au+J4e?7{#prpVB%g=C+4G`^bJ4Q2{`aA6UVEI!3hDhWT_x%Y!SbLiHGq4|k zR|m~FA!C^kYOTU>-itZA$ZUN|wr@jX9|-mDcck z94g-6rs6zR)CMa+j#l<#F;*yCM=lFji{T)9i;b)n`uQRR@VFYg!fK3%GH9q#dKBj0 zSD2gZQCcnN^;F5hp6C0dF?g01I)uDk67t7#lHc8vr6FjX<_@j9G z7}V{7~z$hXkb+)JP32T(po=lBJ>z+c0cdtaw#g`XZ2 z8|Vwb@to+PFN#6>vN%M~i?`5=;@$KW@fdwooTG1um+2+(3Vl<21MQ`$TMt(u25c%9 z!u2qFx^xtwur7TaF_tPJ!L`vY4dP#9P<810dE3-&Mo_Pf-YCLERT3*OT3wPowE2r+ z)8h;bh=5T)&S&{EFmUT|B2C`6}*D>*`<%rur7%( zjIw%*(c5+4Ymh$+Zh7$A$R{D*prs@(A&Xg-4IkQaMd(%>X)W^NKh*+SNR`0;GTM9%;`R#M*g0@XUqK%D z6##q%uI|hD$H%^|#qXq?4~jBTZntc=SCaw0AQ6$jEX(Xvv`%apb}RwQ;;eW>DI5Wi z6$0SJ%|PQ$zb?rKh%~Sop`FLo0MXfiHPM~7W5hCzqOwBBD&+SsxBJ@}B8MPXhRD|1 zPKF53y`pjqU%0lAFJZLwiK=3JDO6XJ;ESyZy~1=7o6TwpkpMj_s(bjPnD(TY`GlxB zBd#MF72zkjR^~a`(YI9)3PW_F4si_MM-`%lf}$E4Ie?v<)wr)jv<9CKe{=AiqQ3u1 z-xjZLF|0j3$5Cjsv1okZk zqn6x8WgQ~YA!<8Bov6oMT;CxYMB{D5mS_^qx6w+A+AVQ|C6-#W(-O-pnqrCN7R|(# znMJcL3R@JkXpuz`i)t;p-l7JJycShj)M3$Pi?&$QX;GI&+bjufl|=vrIO{B0Yf-mF zJqqA07N4`|4poj?)N9e}Eqa4|6e}!x#G*$ny2qm97Cmm!Pb@xT@#idl$r1rethB@` zAx&X52DTo*4Qc>wVms;{LK1oe3q8pz@pVHTH{qvCyPeYQPU-bd>CH~*ey8*?r}S~I plTeZOlh^0f^{eXo*XsIhb^V^YeqUYxL0x~Ou0PWhh`HjL{{{_4y{Z5J diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPoint.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPoint.class deleted file mode 100644 index 2ae4b31156d55dfab1a2fc91eb6fd1cc3b15131b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3843 zcmb_fTTdHD6#iy?Th;~^1A#!v1xNrxvOv-#Esz$H5KMrikdh0%FxVSdZ11|>H4Um% zW2N;mZtFu++aZT~<{7RX9BDX_xcC;djw!3KtgY(K zQh^($t#Q+|94?M#YcrNJQ_NVra%;q1Hm@byf_UVPJ1#l?g+xT03|Y zcZpzfYBxV$*6;CR*11G6bPC0kV-==(A)^;upM?-si2YH9$g=L{8pGM{p1qH-Jv$jL z{D*CBDl*7qJL&njflziNI)jq3a(T<7dKf5Q43gJVR(_q~%m2lL`#AWH*nM?y%Wtc| zz1_aUdQ2R@GwsEg;pINaY{S^w==NCe3{Y~X=-{r5p&LCS8&6S2IF?u043!z-*E_?} z%42kkW;4S2j=8lu!g^#-rgUzll3}h{8C~=CQ!%8tGtNadtVeK$p()2Rx+lJ6I4f?o zaBBAq-;_5XA7xs1R;=^{H`7_&rgms$iuv+_^jVg9rDEgF^?XG?_th85^!@%)UJO3O zC7#XB8IDf9=Utpra2Drl!??h3dmpjiJCx-XeO|)Q`*FGtsZ+@-+$Qg&b+^kV8Tt=; zkwx%9jBeJ83O>ZBXwai{F&1>2dK3dA#IXKFk!Q*Cjpd%-bjV%ezzg~np|j`hP}&s3 z1d`%*n51@YIV<93Id|a9_uEz7W}l@r;A!q~@{5#P3y_B-@x{a!=r9?Q-#5gnpJwR+ z#_Bd6oK&P{Ns-iz2MYbUb2&CIUqj$ zfw&?|YOp2P%=+1@@54bkq=qN!)M&ZR#OsHF$*3ChwA@vfTHPY`6R1ktD*y+}07;ci z)~hw7T01DK>L$RWz+{zLN7DGj>qm^{^)zn~^V!3dXhcbzq$MavRC%_(jHxfKQk7Rf zg&T!qsEw1mqTU1Rlz3oK@GI+EJcCYWC_}2|jAfHMMWNF=Tcj6QPEVR^hHcQRV|44i zLN|k#rnOUssm~O1OM2m^c$tWM+)DB6JTDkx?F&1%W0l?@6`<8~4o_vKdEVcq%vr@k zN*^}_@L?Zgeit_Cm}NP(Q{Z{8dDs}BRu`n)kPsJ-4H`djSJU{E#xQwArZFyF7&PCM zRgo-8Yr44+z-P3Yqn#qh8hhi>=cr3OLqnqX37QgpPtf`c{UG6U`WAp;^kR|b$Gi=A z2W_;Xtu6tI0?mZEO)3#^l2uEzRd6BiL%gp-I6`w_yPtqUG}g9-zWx>=Hl670dxm44 z)g}5N04A5rgUr|AINC`pc58$pjD`}wqUmRvY%vw8izJD83O-ZMK^-M$2vT+E#0lED z9k6vjfaPAT!^sk}j_u6YzS(q@*p!2~Y<2^wWI#6{<%BrO7>y#Tsu$IlknXsy6{qrW zydbKjAgZMxsue*@RJd!GfL4*O`v_E+J>v(otu06al|^8t+}Mg~s|fE?oc1_~@CG48 z722v%CU_y}qfx}PMr;*(USJs5V(kUA#%H~GdM~@^R`6+L2t^{4c7gH~W5ccL(G`LA z2O@zVp@`{ITv{A%eN0*s1eaDwZ_orO0*TU!y`gOP<`Vrwwnz$xNKr-$F5`+zvE3)Z zFpjJAn>c@-M&b7JiQXR&3O?@r9nyCQ1s?ZqK$;e8`sni<*Ic2XLF?Adb#RMK6v2r6 z7aE97ZOJ;}mcn%&Q*L34fJ8(ch{_HiMc)z@kft$5(iy6+>k9}ZaU+S3l9e+V8T<#&;h@F< diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPointNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPointNode.class deleted file mode 100644 index e3166ee263578b4b85002210501805d696acd92a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1646 zcmb_cUvC>l5dZD^Y+o)(b4e*ADWO+tQYTG&j!R!isg$BZU7WPSv{IE9HulEd*xs{l z_d<9nTS?lKhXeYod~!UiwN;l82luuxa;1J4?uxtN^V55}xwv@iHQp}0336f`YC=4B zEUHpVZi%dG8NT}uF&)f^1G(~lq@;FymM*`_-9v4%em_aAY~An6bXd&7KyZ-^<0xi)Cti`KatXreWFZc$w1nrXe-lA=kBBE*i8AD zVkq2HTG?CFBjta^+_0(AZK~`T-om*6lX!a!0Y*o`F-^@~?a=Qv~t!0L%dxI$8(>&ne-XNgQ@s5Nf^67UfpZiKmVES4W2#ag~0PK zR@k#23c>S1fu1aHRT*xaT^D9Xe{>{>0#yK>YY})Jp+kXkdX;vL z7D>q9V`NCF=g9UN={Uv^6CLMdG)~OWG#tShOb}lo$!+Aw84%5Qe`5SMOg^4E`xD;z zV=n*g_sFxg#Vbp{U?ztj$%bQ@Ru6olh$?aJYG97!*N56Ad`PrT(pmC(egnB0-mPJ- rhWBuRD54rJ;{6RUgG(rFVAS9PgL#9z!DRz~$Oi^xg9U>{gDd|4f8)|7 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode$2.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode$2.class deleted file mode 100644 index 2e7c625b981916df0c27139949e2259c5021a788..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2777 zcmbVO|5FoJ5dXYOAaKNhRIRaAQ$>LQIS^~BL0g1S4nwd6u$ESPNgmymeSUv32)Yx0X)Fx5n8p|CR(hpZ3MHhNhbRa4a_BKsdKzm1R z0zCsor&_Zl2VEd>m{x%!roHV{WKb&t7l-!eXLvtJAk{|p|H^Mx7X0#}^o)|>8I)nM zArK2nh|4%t@rY>AGHH>wf-DwQTE*RdNO3=;8vT&serVvSMwnBr{U9*BzkH|<>Za|Q zMOV}J&|6*vX9P}^r8l#*ytKNa=Q8*6tNGiR+-zo6;MhN^;FfG3>1&+6i?OGH`jHnpKs6Z$?FfP!) zKi*NKps_MypMBjxx@F0-VdXu;lbMG_S>wD%aEVH%XjoRla}tAfvZ*Qu69u_JK}-xb z595jbNI?szg(DCR7~PCa^JM6-31~8EY>2dvmsC5$Dy}W>sv<1 zerMZMR_icHw@Hz}Pw%O|IhYPn+B(77=;s)9tCSy_H9bKwtkUR-;7frnJ(pjZ&dp?~ z-I{8cnU3NnX1Xzr*(mz)0pFh!P-+tbSKcp}e4Dbb)FuTM+LT+HV85=WU>vt`PvG+V zJP#2pzMj*2rRHj_*^FQ*iZrI!`L6|zHUrc$Ih5*lh#pFXfnWgYzX~HEa`mCf81;ox zqPQh@9;>R-rKrkDMcsMaxAXXvGB3`By9gIaWn8(`*%xBcyvjEyRy|XO?bwg1j_*?P zIvWp~z{tT4?;G?H7<8dE+(Gj+ovF(Wi(WeI*2<%r3|fk&TzH1&AosgN-MVJfO`~AR z6$S#`d9!RA-tOQyLJeN5EE=_d*PEr+KIc~pvK~;Px^2t)jAgj4q*2V|K=spKDmK@nZZggx1 zx1VA8P5H4s`7x5u=CYej`7x5uY3RTf(N*HIi@-@#2!>HWDbO8)MHGc{Q>E`c!j4e@ zj=MzoaGh^3h%-3F;3JoEblSzo$dmAub%b=R>R8ip2jA$pi*I$T MzKb7R=q|4Q2Q}F4-~a#s diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode.class deleted file mode 100644 index 0f96aa0748040b9759790a13506edab3e20bf4ec..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3427 zcmdT`&2tn*6#w;PGqX%WvMgUA2rLpH*(6LhDqs@85E5C~1Y{A6QDbMfvzhEd!PN-X@S@}Pf=_?qlf8!{pR)i>fd|aKmGmSI{@c! zhoPUFM%{602CoU*_l%0;iikF7ZTfeODbqH+r5UFxG%$v_v1@_98u%lnWxmD@i`zBh z+QPD^_@n1b&s8>F9G7;awy~R$qS3~Dew1NgI~p{k7}PQH&p%I*^d>wi`>tu%MoV?a zw@lk`#iB(X8dq=LT@|B!w-|a#j$1R9g}>l()AkH*+m6qD(;<2$uq?h{3G(OIzlk}% zlq9K?PioW984kw=m)BMd)AogHbIT~&(i_jLcpBOn_Ewfer9KnwzRq2~B1n+oWHNv_ zrO$@ccdH#8=+v_C6Q>YoQNn!5BzO!y zzsxtaQgyU@!9vaDt4lM4bTYnm1Pqx?=td?r3^VN6s)RMX%<%Sq&RMZxvZ*XDiA5e* zeh7RwkcBbL-MVn&WNA7SoMF&-wK`d?k>`cp=SLnlIJqJ0Gh^G^v(Xgu=fmwOL5k8C zV>q&zouXxl8n?>Suf*h?iddD1(m*{hk;15)G`z-;t_gp_;vSvd?%rg5giNZciF#S}egnh}o0n14@j9+hKYaRx zLlF%nhMi=pY_6vnzjs1cx)go=-o}*aXsncUi>_o6KfBiNGy zrlmX8#fDN@HPhOy45<%4Q&VXzlfKfO*+FZ4IFo7XZkOB6(gw0H)P8y2!!OjG(jzK5 zHM*L&lLmREQ^*uyTlAC|lurqUj>MIJs!pvX-$+zbF_xXct%yrvA*fB>@de$Mj!o)X z*SHmsme0%6s42ZaSI9jjwv7%?+lOc>|RbS7S z^un>iz;NO8NP(!~k>SD_JwHhgfYb!#fq+ZJS*cI+)tmAm!O&TvTVf_ySrBf_$(Ec7 zw{CIQloBzs=SD!+$ciZ1Yo=!sf8%*DzWF|3*iklXHunRW-}a(y3pXqoK?SZyiJUT} z)jeBfmEk~aMXSGvQfYp9 zAlvpecIEqLf585kk=B;eslf+01RQ9c$Lx<#Z)cAT419~Dv+O>4)^XxK`o0Xcty+GeF{E8m@hU54hLnQMO z9>I~`k?&dBl}A5P=)?{TV2~n_e@?-mSyDs9BV-e$hw-iwy;C7png}`#$d{Ok(?rYA z$4G%pN#~)|N1vjVmGb=q_i7dMO!!GI6{uSMgKnt zrAHy7(5N3t|0!uMjXJH4(hPLPVlD7!rCuom{{YEiw+sLP diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode$2.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode$2.class deleted file mode 100644 index e2114c45a93cc7a7d1ab17d8aced8821f5bf8aae..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2767 zcmbVO|5Fo36#wic5IAB$tJYX6siHuDoQSp6pe;hEry*Dpu$ET4NtSTra+k?nP^bOD z{yY82c3NfXOv|tBAJyr5$$^Xn8O_Y@z1_F_-ut|7n}7fN^Dh85;0TOM%c#0;#gG-{ z_?}U68>&qkw6^@GM&6eVKj)U!(B%k(z(3il>)V#YN8P4xIm$COHfx6E_^RPZ+sHS) zx^l`{Su2)hdgnABS!+5a-*O$#m=CC_>FmJ3}tg1U}I*h;ss6wk#^P*^FWc7kZ)L zqCkJ3eo1*v+h-*sgwM?CwRisU>@KxqXN!2;*5nL89O47CyzMB|skWDo;oG7X_@?m1Q9q-}9W6NJp z?3O|guDoGjp50fW?B%q)s$&YD5qyhFT_7^VVr`o!D$i+wx6BWZi{o_9->83yQE$29tiQ)ZJlqBullB?<2p}kZquXSb+ukHl5;TLH(PuJ zQebSavxCCffznWGHa&61-NMtl3d)HZTzHmRAlJG}mAWDumMq$;z>`34-l{m#Z#9i0 zRNSTNf~*I;{wzK6xn`}X8o^G~bR5-~wWa4N>Z1J_r)0Yx)h;=4-7O2~dAHdpsd2wS;Yv&083z!Nw$L?*gg4M)oqI z$-t}xnRT7^DBn2uh{xtE)9Ehy#$Q2uF!2&!To1>?<9}c>9{vrP7x?NqG21AUEqBCs zQO0o_Ch_Pp?gYx>xJ%+g0rDFIGo&g@XIRx8y3Y=cCC9dr8=u(5y%$(|Q+{k$evIU^ zxeRkhevIUE7`m`Q`#NzMB5(>-n!_lf9Ow?grX7u9Q={)gqK=aTPI$EO;VR$YDbCYr zo<8y@MrS;Hj64Z1tRiG$*~E&8`}oGh1AJ>@72mDWla253a1~(>k39U~!SrzLepF diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode.class deleted file mode 100644 index e8688fee93c0105c9203940cca9651a2ed8b4a77..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2685 zcmdT`TTdHD6#iy?WkbMmb0OqXC=Ln6u(p#XEvB@DgvP}yR#^H zsrVV~Yo$tkP1S}dl`52nR_Z@!e@xRe_8RO2h4irxo^$5xoa=n&jQ{-S#cu#U!9#{L zH;uaE)C^t|w)Bjuw&993 zi{dlp7M^U0!pI^+s^qveV?)Rlmz%a{aNBkym!?B}*|#jdVhM_8=xxUwsZP?Vuq3l_ z=nNMFha20QhG|RT+T1dVwu;6xt6mJ<45zB=qFOIEweNA4ZwfldaJfB!prCK2G_u%@ z9`x!sjs%0gyzHsFSzcywBq^3bDr!MH~R3&B{yUOJ(uS&;#62nP`Gn>3Fn&Jnh zTqlkU(d{#Q+a5vp69oy6w21-} zGu*N&rWA#4oW>a)r_k3M#aV{o_CN!Z?fQX8shvv_*v~U`?bj=gi|+!redMR|F$@qO zuCy>kUE=uCw1sC-@rdyo@F8?{BZ?1n3}UDg5Np0&Z6a(o;I77SiGd%IN6Skma^Egh zpgY7z5Yc5F5nLhorOXshjafpD9VC}yU_}PalnlwXD+o%cAii!AHZn&y_`XqUjBd|g zskwY>y-XlyIDL5h42c8SHa*6WXE=FS_r`FI;p=yNB=&uNIO5U zM)QjT)eoDvv-E9F>gkf68_H$!x$6@-;_?&u+zmZ_o91+QhTb2B<7Bd0pXXZ(YTh&S zmZ+c0{^p8s14**vRJpatT~nP1gsJ;JHT(shZU9KY~W?F>7&E+xz{7;_?o!sIMS2Uc+I)(AxD6YD6kTx zHxn_UCEEQ>T$JdwO!C-soJfy8`WHY=<2Xhhezm6 z@C+&J;u4-COJ}a)DekK1DE1_2r7?;ydeMap#>lt&G7f{N;<6+oU=yb|^1Vm=ag}bI z7%D&1gBitj;#KOCWI&aq_d@ua?+{_7^k`-mAE~UgMphxvo2o)il2cG9QT#-tWVYlAMRAhnR=Yu}J26$ec3yMMG^44@efLeLwx)`xhz7 B>bw8| diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/SubgraphMetadata.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/SubgraphMetadata.class deleted file mode 100644 index 40893913d368c4be3d7afa77575cd6a3d9dac280..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3661 zcmbtWOK%%h6#nk`HFn%&?7WJb&_Yw1*lnGp<>{oQ>4Ul?0h$tM0;M<3)SlRx37&C8 zH>fK%Y*-;+gTw-{=mI1j6-cO*9lr@7zB}W%j_W9*NcP-&&zyVCcfa$P``16e{tjRk z8v;|(%2yqyoR?+O_S}5Qshhz(&$Z><$uBk5%5}L_Suj1hERuV&f#jqT06WqW4bmbHA*R&ZRaTrKM|y)I^o!Q5I=!W$DhDTM--VOomF3W626i+j&YSaCs>P~ z6I8yyz)p&^_XB}kC*R{ci}7aidS^`|~No;GB*|Xl73*(=8|5 zB(C-wDP>?u+fV5L=YsP=&ckYc?bzOS30Wr>nXsNPdak8f=V%I( z#({_5MTZoFEMW3F{hvd}0QCfyos;Ua!^=u%hdEVca>tjfvMs%a(l~Uj!Mo6=S+ut; z*J8q+e{`{6fdu8$H*eYIVqTI*W=e(ZUqg?#S~j@n0comt?m{aZ~3b?Avs1#qRug` z?iL(-xQ;d3Qfefe4S@^ z5tYJGj8Uu8VCJ5$tmp^~4sbqcpM$jp(wWJA&t02-=PK2)Y?bsV^==q#)06 zR1r0Ti2erchEJ!WBiI`R&1eP9Xa&vK6|{+6v~&b8jx2IbmQFVVI64|;0Ch$FydO(7 z&8TqxjFW+X70xiUo&>j^V!SjT^9hcMsa~~J?fDf2;1S{=XuVCulA1eNE!6j|3F92C zXnZ%Uto)2~Glz`B6=m%{F5a3sq{0^vFhn(-d3*_%eYe9+!ve423g0OjH#sUA&t!Ao zA`-rr`vclnOwN0`2hbLjhZFqY$AT|ZUbxPDtu(?xqNtG#y|{O(ht6JO`|RD z&tMU65QJhkrqZRzNeE>=H5O-u;})fFu|Te^B2>gu5!Z`&8_OK=P7&|o#wvu16|Ame z*u{v8_guvNCnxW_O2|pXMbyO+7tgpj>SD~rF&EFdIPTmF@te6>?9Zo;BhonBw! Gf9hWy7h1mn diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$ALL.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$ALL.class deleted file mode 100644 index c6f8b0e1d5b5bee2a00402292f94a3081529aade..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1412 zcmbVLOK%%h6#niVKgMIHb<>u(DX&rkdC-mBcD|_O}Oqsck z=q@W3`~Vg#Ss)f!fLK%l359mYpWsihMtpZ{H7yk^vY7Ll^Zd@afBgN+ZvfuKTLSN> z&>tts&{snpo6H|1sh-L{_0Zh&HOjN{n&o4bzV+zrY<$CLG{cXU8Tl5=;;PLa6}zw#PK2Wzq=KB&0z!FQ#CE9=g!v-QHFY!%ns zdTFuH5Uuh@55IA4Rq8IS70QCLN4aX{2S1c*w)mRB+b7&J$Ky2B={;Yu_e}KKLEGMU zZ_*#8>h9?3*a%#_GvS5r=^)+@vygDNj~C5ro38Y9CyaG>ve(z?rd^5ML^4p(mP$jb z&x~_DqXy&K>h4T${yX<4Dph;h==6yqwIGglx)G@?)4Ub0mrT-uz8Ts&7iKB8o@x%) zxY+`SEb+TwS51DEd$am!@*@B9-B9zX`Q*d|#g+T;exe}JBDK!IUrdHPfeoutvgpm> z6uoTlrCG2uf9A*h*Ri`ZbAP-t;lWvkJQ;fK@IONNJn+n{Qa~>0x3IGMJ&J|H)!!k% zMbSB2J%aqSU{gq}krp7!Zr-*HWx%WtD>aCR!0WV@?a&JpTr56hb{`ji z#`6{sz`+}&9z!I7sWZ!))FrOqI{6*iUm!d$Zo>(1DZonsE~80~mjk?lSGOTDEMa*Y ca~WzGRx*?`xEao8Sk2JL>3mMPx# diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$AutoSelectForTask.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$AutoSelectForTask.class deleted file mode 100644 index 5fe03133f0ef4e64c7e377c332d829a9ac179897..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3342 zcmb_eTT>KA6#jblHVg|4D>p&Bfyzx6@e(5t11Mq1f(8giNutft?hd;q~is)PZN&Z7BmD4-Jva(c?vV7R-)7|I#olEZ@f4}$*z&LUY zGu%q%9VeUQSz&uJnQ>g<(@EM}-d1wSaSDr~ATpli*o&UaJ(1n&ohW&Ze>&~BOI+q- zU<~Fu-{i>xx3kIXtLr2ZLx|zxo7spV!Vn#^Y|DF(p{*~ytDM}h?CfZ&f0>~t?YP_2bhG^705_mlfV(4fG5xef_nOGc*wUTvf;f zSBg-`IK>Uerh+_My%`}8GS0>p!=3&7?th!e#Fe4mH9u&EU;Eyk@>(2Hsj9P}u-;-c zahyV*%FiH!PHkLnCWZ?&J>6H^G~;aO=x$Apvwj_C7=sX8*;o93!K zwqh7&XfN`-@Q-g=Uanj|oCXiWSJgQTw9E-F=d8_ed#xa3Z`yJ4rHy@BtO~8y1edlp z#6IjRRs0onYa*E9g~FociP1PlaL&M4oNtQa!k)I@X_9@aS;@VVph0_yV9s$#!LEtd zW~4711DUvtUISwoXK3E_gyxXQ3O9x;ROx-Ge(L|rm@x1@CTTLdLQ(?~A-*W_0wLI1 zjo?mTw<$aSHX&&|^3{T%=GVC^t|?V}Lad!^72R>nAf+bTEJMWca%w78PqcuMg4&rO zlu^FMJx=zt;%11@(bR{j4`{^Y>HNN>c2q3d8uk01+Ye3}T8CEtZ9gzHv(YFox}oU? zZR`E5I@3e?%ZGZ$_Ja{^m`xr`L`|(z8xAFOT{FW(MP7av4eL=eHd|-L)y>SShasXH z)LohGHXDg11xlnWT&Bvx#K2|`m`%iBj_77{XSjn6CuUwfQYsGkDjqSSTZksrkJv)9 zuY=6$wiG|c*!KSWzqz%@mrX?*Zh>6{2l#0(U-KMl*T?#P#4BN81S7(Db0M}12fx(I>k6_X&7%{YeRfwxK0LJ3D?;Agb|NW`vp zidA_R_Zb53ssU(54|)SPsuguT{vV2(aiZcy&t5Ose_B3Sv0N=&w!EKkvwExu3WeAt zWmRR!^fUAev|DA!RQSHEpAfT>5VMjHGe}4^411DOhkgtMsGJLu)7>4W{6+EiXq>wN>vzIy+NXvjPyOUH?vos*9)rM*E2KpuElNZC zQ@l6UWgf{XZO<`vcdQDuHe%D!gsW6_%4~a}nEumYn(h>QMOqbn=LZJAM0-V!)LfhYmv_9sTr=XAe6$56h2B}0gJR^DTR-*yaFb1 z6Q8W0O`==kmV_a3TcV@NUY0m5v4Sj_)XC&U H`X&DXJOdpn diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$NONE.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$NONE.class deleted file mode 100644 index 96dcdb44bb30e11054cf772eb650413802d4361c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1415 zcmbVLOK%fb6#nj=u{|C;-~?z)pbv`M=1~}v0<9FNltxq?WK4ylRBcw*&Xqm!WQNX+ zqq572pU_1&NL`>VvS`%>Qjt&~yZ)$_?~bhoirPgMb6#_v-#Pcszy5dz;3hs5SW$sD zjN`ti`Z~%|uNNnJEPK?0?18r)$6-f@x|aoU)X5T+>HdR8`)>PI2|}Q@t#*|cs;KYX z?QYYn1WVxh@zR!15GdXVq9FTRz?xs!sGy zj^FOAueR52RdF8GGL3HwOt*${MmO({&eWF56tl{mU5iH`4H1SwKn!XBAuw8#($*D$ z(ZOEBm32A(9LtrpihHm}Mv`-9%ubLwhY#KQ!QQfLiZ9BJeDQP9c4W=EeX3^9$!1~M zsTJq!x@eZZI{eYPU9LH_mMII$F6D}mU;I+6n&Qg>pB;149FNmf#wUHroHWr}^;gY_ zcShZQqV5ka4>N&t_eMPO9qmWEK^hS5)uT;w!Q+*lYz2{Sk9N8`SvM;&n}~ZV+)zni z^oen*ld0bDj=De58~@JzwMx{E&UErxk*Xg>I#~-Pk$MhI%g*-Hr{9s zSGZZ5Ll*g+HLE7S%)J@?Bzb}V`Esav)I4%xg2LhxxW7@5Xp$Od;BO{Fp1_1vC>ivo zaDrYY_`)REnwkDJ|8?YUP269tOn7jLA+Lv?-v5tKJ`cP#spOMO`pqsbJx0OaUwRJt z6AIS;(gEZ*wn-teOlm`xoV;xl%7959MyeAJflp{HnW1MXIGFnfirG8>s62)I_6g4Y zj&}?ofQ751E<+@NsWHnn>Jpc5o%|l{?-HK(Heva=;NyKC7ttWc2R=T;N1G5S=CQDe bsT9=|iz!MeoD^qLETyRDbS9^CpylJ2TrE5r diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$Tools.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$Tools.class deleted file mode 100644 index c7e400b03b71334d2269cb5e5efb3ccff5e7ab0b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3140 zcmbtWU2_vv7=F&?Ynz5I40!pQ60&J-YNK3ITU{lkAq!ytno~CQM&1N_5o^K-KWydvwy-sISZ0HM)W0efcC=1iEOTy*CsB8>Mtd{^|(AM}m*DY>W z^sCEjM3z8=;mnK4O(4b)A2)4NOfd9hi@xxNFfF}kdSYyNk>O%HcD%ToG9fMWt-oY= zW!J0=#~qvSB^)a{Zbe@+#Inmx+tayiJAzC9Jbm5~^9{=yV~F_@RCF>Nt~$apZGCOM zrkl1fT$@{Z!4@uYn`Mf_K8C*Xs!^_n?AN%IalB3XG(peKnadMU>3aY&&PFLgk{euk)6H9dxjU8CTq^%+u0{;Cy2_-SRxWQW@| zl7gp@&lPxvWZ9|J9h>UvG+AAC>KhE#+LJjpyjMTIXczfhX6{kF%$k~{#JtLok}eLe z7@zWnB^bWT?#;9Ij1*d`DCoSs#x8{;I4X@lPSqfspfnkJw-Vo4unb*(v1I)&xxj{1 zlqriZ%|BExksL^7=DKrQaFRNvcu2O%rib~aErX}YxRE1s9U7$ zzh)K+9w<16`r}1<36+?G1 zoT8LWzQP43bCue9gkqz}g~OgSMA@tGpdZRslH4~QwG#bG^30}M!i!nsH*K7i1xFQu9+uaMP@s+G+{N`Gun64J|p+n_qXzs zN@?3bR845=;~(Qa(z{WHb1yg-D1H>K+^*bySGK=?44uI zRpgYpwa8slo=$mAZNFPHxn{XY{ZXCp+ zP>oJFN-JWyU(o*(ZMJ12l${C)LfL`kFYmCt8;6?$kF^VAzJbpogdPJ5lyv?qStlJz z2hRTnnz{4h-To5+b!6Cmm6O-G`!IegjoTpqR_w z$55bWiLN4GokX3*Fwsh$Z0KH6Qa{3*z_w9=kIB%e*3{DfDfzUeHHf&c?>^qTM^am3 zq=x(q=P?#)y-iTgr=eW_2gIWH@_#`27O}{^{3et+Y03%u9^!2u8I>XxNc)qBB-Fpr zo1pV{oeVYOHiSt`k@{wg#)&D44}De|7gS^=BL2u1xPXrdR*3u(Vz|77NC8(0c&C6F z6bNFrfOk<`0`oA3`6cvv81Qh_L#Kyp9^Uhi@Su7)=;4ru!yb-!IPYIg`s*2g&HC$g N+$LqRCr0VZ{|k1)7wP~2 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy.class deleted file mode 100644 index 49c020a52be72298b3ce909df7ef315afb3e7ccf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1158 zcmbVLOK;Oa5dOw-Y}W~pwmh1?pimwcaOeS{mLf%n3Zu{hskr2{Nmjv)V`%FB8WvY2u`|ZY~Z3q*e}Mo+ibO5lnL*O`j2(G z$nz-8PK6q}a0v$m*^W<+-?~^Lyeddw+NNAo2+OTus^cgLK1eP4LW=`}HJX%o1eQ6- z93aq;_1_~SHTc$lPWUvjDKXh$Q8H5|`@b&gKko$-R2D1t)T|g`r5QHO%C*PcK_@gdt;cz{QYEuQr?lySX-QivNNY9W@f!id!n tH*u>2Qn-yf9aI$76zU4=3L6TW3R?=>3U?LmDeNeY{g@g3c?KS1^&dA2PzV43 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMReadSession.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMReadSession.class deleted file mode 100644 index 26240facdca6ad5a7941b47d0017d74eaee23b50..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2016 zcmd5+OK%iM5dM1h;n}r;^*D~bHemBeFt*pdHV_94mJ9@GrLjR6`QlT1wprRcJ7Z1v zSR8WjAIP8J#37fQ66FwC9Pg2zVr+*R7Fx!s%xQP?^#T)viGY{H1Q!n*YNv()-i$2j0!*Ik!^Bj0av>LJN; zayHnt7X~j?qucbORC_42T)Vl$@XzUT@At~>&t$^T*Zc+1$5MNdI-vU3)=&QWe{AiV z8%7PjFU?*gRG_&Cg3t&<0ML9ZG+VLnuQBA()@&3QE;mEttAOtxwzvw6i~`~FT3{lI zR-PWhFvGa_N_x#s_%jiSmLx}p8=X1&B53fZd;8L(i%)@&TDFrU4Vw4}&f$C!Be=j| zcadOYln~UOp^Y&rDusrPaWc2B&&CA9`?=obeA&SN1&RM5w%oI3`B=Ubv2O^1+C;HO z7}^w3Q%31rawr#(#S}xGUIHSn8$wqS-M_pAP677sJKV zr~R*y;dbwMu=r0tNQTkw+%}~VbzubcVzmx4wA`$Ou!MktHOc;3C0doF`ZB}M$45&= zYtl-;q!PVjENrVrAWWPjz5YB7jB3eR zaHzB*pWb8NIN2i%#qBVTJo!W=Nz0v>opwZ@BbH$ixI34J9P-HE7OB5rh-9F$;1vHr zY0+_rR-A8$mb1>c3ClT?#O4WNyJKqB8(!WJfMj)m`T>N(ax;J zBR_?o08#;|4^^M}QB}XOp#+SG8mSL+=G!x8&;6WtfB*3(fCa1wG?bBBNz#$3qpf$c zouqnzrPI!t#LA^;DZDkCcUuEaML*N+%$XxNG!RT@>Cghx8ov41ZvG){<^K#v(8=Z)rRt_E+C!=92s(`w&nR0k1(i=!0tA$C~{;{WY<~2T4j5Qth&sJwG{Ys*Gt=LUw-= z*hjTGX2(ZmoW)Gw&W=3iln6`>58lpJEaH5BNdEI~D556t_+t-mr%bSy8!ndj`>;N6 znJXfeP2>FTL-C~;4`QwaiHico%7X1Rqv7Y%5$~Z#Nf${M$ zTI3*5EWfl1yAL<_t_z+=^OuW_t;{w=)~AUn^6%M8^eg zQlh~72i{9OMV1La66A4Ja;- diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$requestLLMStructured$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$requestLLMStructured$1.class deleted file mode 100644 index 802f2018429692208e55cbe4569c624857c53c1e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2276 zcmcIl-ESL35dW?1_!`G0ZYUw8Pzo`{b{bzxX@NQkxVGC~>UxB$x|c^c|Z=G&VgHCps-%+h=mwK z{xnBrQ4d>dBH&FPaPq=_U^qXLVZI&EmK&uiy&y)?(zFz<4nyXo{1@*$tgb%1RZQzp z9|+YnS&({z;Rcs^Q{sHT#CcQVKA#_yI6o2qLwrdp8LTjTlc|nzM}-p#alFWdEM5N3 z|BLCR#c=|D1*i%uy-4H1BdOEZ7;cVZyO6|Nn4LrfZ!^qiPA^RoGq{kz1m0nY8P^Qe zaU8!YDTb+Z!y|+U19*nZr-j6DR;sSo7PUUQ7_MYS+blaOVn|m#zh&=>pzd?2w9S?B zf?lI(dp&erUUvmG!u)@!d4bU+t++3A=u&gcjJir9jgL%`uP{uISz+++B#}YZNORFA z)J_bSM*I3WFfA*Y$B##!bB93*iIpCxb;pA(b@j<$MtY2h}*nY#CQQT9d_^~cEk&JOX}KSKSqgyjSZ zp!sAG$orT`y?o9>k>T9%?6IjE>2%F(jTpiVAzZMwVWJF?$I@`r?6DHn)nLtQaCevc z(qMJl5QfQ`Y$X~9a?h@Xo zqwB;+a31GK_XE;4CcmQqjFX%(`Ef4y8y04+K6!=(;^tVC<^Dwe5I4R(#1}sy_Vf^6 zKJ8iAAR4DP(!!md_u0OcBkwtUMF}x%_Vw@~eZQt<(RE^;m);;l KJ8-b-;KAQR_>h+X diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession.class deleted file mode 100644 index 4e8dfe64e396f5c4a7962f41fada46174dfb4743..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 22338 zcmdU12Yj2=wLiy}C0SMyMHxiSQb0)@*+z*8A+b#$I8Ni>jK&#+uw?s-BP>fspBxfs zX-d-prMu9wx=T|=34sif7Sfb1x;Lc*N_SuPqAd@2|MP80pX^NDd-=uIr~BP|?z!ju z&$!D^zI5m@B09gq%XCgMmFUlA`x41MC6iYZJ=vV1KPOa0Ra4naVoApmdDq#wvP&=V z5i^CZPHsyk(#cF;Vs-b`N>AQLl}u;YrAvnL*|v06Rg&Fl#Ya_4=N(U9Yn5cL)t`@P z;qf%ym`mjqt93P#w>6bX+D2lvaI>F%(*m3 zQ)yZNd`=(Zr6|*cg5EEJW|d?H-Ji*Hrfrd_%(iU5lIYa>U#aAiTarCcJq8eCsu{2g zn7&%)7>&^mEw*NRmnSp5X+@27X0!c6gNA)*gYL@bQkgzyNkPMPI|h{#d#QIhd|RjV zjc(hL>2w$TKueHj(d+=tq&i4z4ltruVA^MLmXX@)hLH$REdeECbO6On05Qc~vF(OUu+l{52%_i1IctVr z0>pViTA-upJjiEZm{|B8tyQ)<4N{9vrxkQGPgz2zDM*WTIv0S>g<*6mbhOG2I&C_g zrLg#vs#_8h1JcXrRl?|UCQp8AN`>fLhdGjUFjZ-+BSaNDZ>V0ECDUY!wqBBOcso$g zm}Z(%T+8XxVKaS7-i#DXb76$0&oGFZF3ml*FrC$z&GjX&R`T7sWC{>UW-{4)Qis#3 zY<|^HI^Duljc)X~z_h^8NvY2$>)3Q6YqZ$LG}S@GZTJ&nmcDw?M!Z}~fkGy4Hj$fC zwxkjB6Biq=cK~Rc=u*+&W+)a6Z%C$x6s8M@fqy9xrxhEv5~R!N3bBMMnIc8vwRPsB zq~5JWHE9ikn%nHHB69#?z>mJ5>sA8pY))nYu;v{JDa;-$8Tf5%%NUCo4$cqufc zDtXf`Jav~!8sKY1S>pxBU&d@prc=ELBSv<^G^{_AqDIV!Cb#63Tr`!BUYk^- zJ(7g=`so^`>2@&aNJ}_McL8on`}Q7XP*CS1$j+b7>aM&vsu>PGNJF$ug7&o%cpP!U zc&~e}9RbSIbxes^Dwd2j_H0#p`Ws79$ym{FV)Nh&I+#Wc=9Ix?PGT%_G^XXYr!EC- zv6+{cp^Xz*Q~o$e9Tz@^>()=JfDcF5NM)d*OfsG5$Vk{!Q$4DWZiGNJK^eBcCYehj zEGs#t*-k;5VZ_#^L-f1ojRATCy~$6VOid=@j@?)I=q9Eau;7&`rf&yRn*;7;$q!EiUgNEFOAXyjZ)3V(L|%s{=A(B2IB3nK14c~O-aUj8p*_a?@;Z!n;nt)L7Fr@kG78lpW^yG2$a9mh3{css> zS{sXOqP4y_G!0-b2dyPm>YuT-iaLlaM!`g2vHM_<@|6!(h*UDqgFc!!OPKDrAY&(Idr^~1`rh_J(>8u_9f07j6R+n|H=0s3GK-Ax~Y^EX_Q zL`2Oe)x>)6kXFQTGDSxs4{RD^>Vj1X{tgT~vcgz%iqTOdwqd~Fit9GBeW~4-owmdZ zMjxB!qfa2w0&0|WkUmMTt)|^{Z{<#8%}kfrk~xkZMz&FH!udb|J$(wfU`|ot3y>^0 zVwjb6?4gH*qrFUX47csDHF$5sX*>M)#aIG)glVE=Ypd6;UcatmRr{4)>$}#puUgu^ zG)Vhta)9>H0k|TAB5V!}NV`WR;oh3dUb{N8ESX9V;iBareU6?8&{6t4f_M++Qqg=i zI$LBmpv;bTD_gKq6rHV4rDjL3P35;nEeZMQi-0@q!*-A`>6j^SGZ0$!3w^1Nz5+4k zlxv0*RhFGLf;N1vk=o6#8_CjK2E%mKNX_6gO;j6R>UgcX169WO_T`ESOTK z3EFNL{w94(@bPV?TTe@`Co8fb4a)LQ1${3_8|e~x`T-JJmsH0^r6Kwu6528%H`Z9@ zGcB=4Zm8AH24eu1mSd^w2PLPLfUa!MBN7uCw2x&i}9}90k!L;_LA^I^ERgn4^ zRovGA=Al(R{VYtC^c>Szu@1e9UcEo2^DR7j4_i*sJQ$~r?mv>uR4PNhN2+}`vP5l#^dOnOP%5y>L5s_5T zf0$}*rb}6J_?u@m1U$d zsl%l~_OZW)`WPD`uB+Q_qVaJJLN{`nRhWtfc@(Dp9OThV&FeGb7$hq|D$t`u%^X3f zM6cqjkR$XYWmN*}5Ggf^m91#6vIR4zUO$JBgxIrJW5HIR#KH;pB=gIRrD+b!dSkL* zd^3v0BjHKSC$U+@^nPckFsPj3Wolz)y}2~LI%AU2x4q=d<9R}W$MM85UdCoZK}<6z z>kg7eQ4q}{VeFOF7KF9}OEjF_LZ*Iq$hv9Kw!IS#f;@$%ig``LfTkm;97o^B5-WK| zn7n)@7C47rFDm1n5SNU77D0%}3&F;6;p;|XcI26ZLsv#B&a`VJvaRtrw$-fE+;!pL zN72HSXV{Cnlg4eWn zSg{IHX2HzWV1u0CxdA?#u|4x5y(CgShbds=zhH{wjL$({pk+;b9x_j(zN}DV-A-Gn zSYwOba0UgdCd0$kP3=tEPljZv1xSW&bF9yj%dJXHEg7Lx7EEunS#zrDn62Z~h$zUd ze7@*VmhfeBNtBW4Gd2z$c*S`2}i!sD#GS`Py7^Fa2R%OwNrZQ2PeMR%ApyV5(=H_&Bv_xEfUJ>99x-Q6zxLJ_7 z5({BQEli8;RdUsusFs=4082${m8W2_d0HtePP-2Bt92i@mTC71s(W}xcUnd@#U2$h zzM-Bx7W#S{FWT6-V&j4(OxM{XF^owyYbEUZOOyFzONRyVQ{$kRe$=|IxfI2VkC~;` zb?e}xPlhju+|Y^c^6fS6VWfeo+P;O}ec8>6y5S`6L>AM7_K;5|V!UFi3-TqrNi6tM z**i7?gLUg-h*h$(LZheS2QPMloi;Sk7l0Js4~5sF*tMWqQU2uR%bsRQ7yh zQFr#@=0Ul5ka)>7;Qm#>g^`+LAsUMsQM|6pigf!`wP5En@0B^(h9D2OHz2*!(=? zIKo?u%${^gJA90jMj2=d=}=}#hn5?wv9_&Ap#54LOX*nEwQk9(wstH%6?--d<0DaO z3GxoUu9~;=_4?7BSFKq$KO5xNVyha3Hw1Y-ZxCO)6Q`Zrj23GOU0btQ0l(ZCm^2^|)&9e%CYPG#C>9(QlIPRJMe)>9opPDq_M^IIiI z++t4@9dnwtt=UwMXk2&!&m~@&>kl(3Kdfvr!_ympU_$NK5 zW4sd$_!SK{$nVvT+wiT}N7Rlj;*^F=Xyvf{8QR8TtYjX zs&XB6D|A`on1d};1Nu0Fm>f{$8i&4b8?&q9enyb*<_`q;F8(0$W<#>FW$fb*gSZJ? zeG?gR=cCp95&jqs7G{m=J?o?UoJ>7PnjOzMw_v_>m%%6C)0G@aOpp0e*sU#HkkY z5s#okJVglf^Oya!Mi-%$%9cvdi9A1l75-;)*?wC~v-idD3S-R%*!4`}2ul)W6$9HU zaf+@&ezE+*fjaI-`Sz52gDb7*oyV2QBRh}o;y}fu3hU>{PVG@XLQ(4x6&x?5x_>Mx z)Zo*DPx)?;@cVUA{z~H$?@jVX9gQ}s`Mpm1QtQZ0|AI+Jb~btE^3@erRa|tQ-xKzR zDr+m|dcwg_Rjohl30KVZ&Gn+xkJ4&<2Jl&f&mcZW9sP*c;~yOwv%()b3*TeQJu9Y# zW=hQ_qeW8z9lVc+W*Ky6&-Iq6b#&K-pj;8ETM-M*0kzp9)*Bs)OTFbsZ_``WuNWO_ zC@Ps4YBXq_jZdFdHvyjYH={#m*9O8B{!00oJJ+f)57e59sMUtfLCO54fWIPiZmnk$ z&#kfQFIX`?be=s*tGs^2($K=%(cwT?lkD=Axy^GIo$2u(*%@kqpj!1NC_cZ*53-BV z!3EmWg?KW_d;Cj67pEJXXQ1Ku z(1f)!oH#0~RjbvS6pDa~hO46YQ?>V#LsQn)hNgkP>F9nmdKj(qH7yjy$Y+GkJbEKn zEblnF+q*&x4I9%Dhv^nviiNFCH0`(e1#Grt{jThJM64RQr4-_J^nC?m3k?@K>_ihD z*;s(amXyhcRk7qSq#mWPUhP;sG$)1_2(NQtxF}{Li_$YK)L&#VTpDUij}SX91EZ}y z{Xdqr&bz>9T%)&X#AF=XR}-zwuHXbNGXxS!?&6%?55D6j5(+|O zS9S;|e3mNRLw(jNBxG5I+dFc}>rmIqC2In11OpdqHzfn{uBiF6EKnbv7j>;{j_X*| zYTSPUv8L!2oDTx`0k_;?8Qxu-55zkI^Uj*r(6n%2^E^B?H8(9>6o|J6kRf!X`Z7t` ziNTW3+98}+9#A?m+fr%@r<<187xF~4Feot=oMBouG|;W&*2xJdIY6Gp;inDBTuQzh zg`;q_s;7Tta?to5E2gc@DCBleK_|hEOh(CR`IAgh1G?y!rKF$nZhC-&F(_|v;W>oM zzs?3r&)%d^k<_Z)6J<{B;V; z{c3#w559X*XB|Gna#Omb40laS%5ZPAqzrdJi^?kG`X}htgAe4#==TMDdxEOaBT;Ak z0EOc9`)GVTQnimJ#Sc^MrpEXoI-BSK&D%%kY9$RQX*NpE*GeKD6kTK#wZ}dCsN*5f ztKk2}?=#7d-_tSfC{|(5pdHoBM`zBXu8B8)S~I1Xe>B7H@=rHt8Cg&R~@15VxkKjM8~>t$8zKr ze+)tt=p=f+5cTLp`-+LSyAajzM@qraS#A}%aNI7$t90W1#l*W@h&#bN9_mg5kixN3 zF&+08DQ2^SP?dp)@iaggqj58^AZYN$Cl?@1SF7H7qF%#7lb5nUK8#xq!y9zA07*h8 z0$p_6LE|f1!@17Gl;2dppSB;M>mL^oSMp2pn|P9jW*`k;w~~)%0L@!rMO$eSr8JJE zPq~}>8hWh;s))rqZflW88~7%W68uiC55N8(y}2R$7W_v4lOCnFGu1cjr}q@fHArcV zcvNp@4QR4v3WDRwFael{VE{XwisYB^epCgx5pSaZ9xoSK3~mN78W~S*TzbB}*&}uW zYu-ph2lYx1H+v4!!Dg@4;9k(V06+3iBsc*-^CGD57~~KEQFyTX z_S2C~5$`=TD&pOvy^DB`P~SoN!XAN0_)7v1wA1m?K;GFeQUDz8ei?rP!RMn2A9eev z&qrVNkq5>24OK0}ht~p9D=zO|j(fh>;PZNX-bi^(wBiac2TXNWC{N<{up5FW(-q!A znn3Y~2iDM+A=)ZhL>=@bJp_5_LcZtNgv|6c`nrLKv!P?%vg!}gcSQGWAzPx7>6^V; z=SJ+JZfoUX$pR(YCkv8G+c0%P$JMA4{-hghUh^U zsi8k=VPhKT{0UDo#5(%35oqcP2J>BT{ug(F{QZ;&1eYxgfpmj8@dZn#FL4d zJz`Z6kKuVy_o@0re3p)nc%z5|9!kT6<&hgSLzI~T}H#8N9Lr_f( z`+2@?6neCK!omRo+$N+07>nL{pkOQwP|LZl;O2$)P)cK`xSC_Jb~zJku)YEc5jzWO zY8QQq4htczhZHy;xDZj3-f`F(Mz|Qna*EDX5f|9pmxB00WQrvq<`#EFARwW#=DXxH zsWF;6z@r4YS=MNDceP3aW@G)PFOq*FUftR7D7Om`&A2d4q8oBwEgtl1!JwNeeRQ`L z9r`r@>xTUd=sye3_A^ZqaeNCw9ui!|RA*T-nZ@RCW)-M*NvN8aF;X1O=$4?B7~S-U z=L?91+_7mKUwnW&AD`+$tgPZr3HZE9N0THtP*%vNv7_Vary#W29VuP5tcOJkuPKqR z9T((e;Ydh1qO&KH2puVZ1e<>v87aID%;SWCfs{3ngvbI$G^G)doHyG8kVqla&A=Am z%lL8)ECId(&O#6z;41+j(SmMFMttRsCBvH_b34hj3mo$_J%=L_h0N+L=rIAotg9C|0de+Zu+rsp+v zu0^m;(i{Wicrw%=Pr4f9NmoM-`L>vaDDFPZ1Uz&uCKi$e`KT3rND}1LlOVndW}$N4 zFpFNak|c6o#A}(wHZh9{RaIgap7SSE`S1|f%dgqbuUn-fWrEbbZUO}woT_q?hiM2RYVVF`D;}bVEy-4}G zo6=N|i2pX*t~B4nelS~2Ar3fv<=1Ot*Z`bjv!X7xrLXr^C#wi*Yi#$=l zBz8X28s|)Hbmr2`d(h&2)}(Ph>WZOx3nJ!n%aSB4EbZ3dkQCY`-}-w}SGn3%}ZM|VO)cR2`7FbT>Qfa+P8&uk;(j_W2sdSD?Ju3C8)S}W>l~O9TskBT;QCg(| zl`<*~YF}?q>AfodM5S9*`nXD8Q|ap}{Y9l0RraX#lFIce&ryqsOy$c}zCvU5N|o2Eyg}s~RepoYZ&&%}D!)(VU#R>`m4BuAX<0)1 zCw`vSM*gn~2|7!Gq&V<21rzOVI)AS7TT&edo{fnN3KV}}Qf9EJYTOmg1 Jg+2Qz@IR?PXMz9# diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLM$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLM$1.class deleted file mode 100644 index 706360686a50705a9680f7def40b2b0a02588b18..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1809 zcmcIkTTfF#5dNmrR!UVsMNzy`6$?QBP7Y5rYrJho!7#;dGClJ*V-}Xa9(= zns`ZkFh2XEj593?2$7_T4?Fwq%siH6zW$%f=PP2{+m{Th8ME4t64iKEmM8&hL{)4-V&$Mn54f{t5Tm_P#kO zLRX<0a+hjpSHj7iq9N=twh^xCxx~HHc8PFysIsCO$_tdOd5;!XbTuvyZ)Fh*l`yJ# zD>`0`l(EiJ)`oHOn>g=b5(H{7(A@ch|56KM(PXVmq+Js5N9f(^Dvv=Fs@~usfRqpt!b#Dp0G>Fh*G3R`YI-JI((+JYRR!}ZGV;(*g%CRDOwFn|i5MS! zlJMlJYu`4EGc2B7FA!JnZ|P$dsk-K&w@EGUTdSj)Ksg>RgnhHN8idYRnQhA-VJB> zSbgLtwE|kH4;9b+D8!5nG$n>emU!6NZ+B*AX6N?o`9J>xSi(BtCuO2t=h~5KYa4vj za;fg)$ZPM7v(ZYtBD_Z9_AjXky4k<3r20Xoy39a=8d1u+ESeE9zVp zjMYBc>2@MxgHEkVqE%=4HdBEO#GSpQh!H}qamcGRy_L0Z>!7w(P;~;`BTNr=ueKYQ zpNs&MF)+M5FUzY#m>TRnGh2jf%G4wzwSGuy5|Tcyy$nfhuuVc?(O46f3BS%Yh7D|e zKos_et3JO$c=Z1CFJ2nj^|#hUeYxj#A>22v>aEmmXao%Im|P{QDeJqS2r`ir|mZ3{9I#4bybuo+m7yR z?dVph&mX)ZR2nXAM>{%frOH?zDQjKmwUUp1$dW{DC7Qcq_FZBwh$KrDQth*Zn`QE# zsWN6!kyw9DIKpam!W|Nq@df7Oc7Eg`j}gM@gKfLNV2ileYpUVqOc6E0Z-dJ{@WAnr zjGZ;@TdCO#E(75a=#lv zT;KUsx2+|luBDOB z5&A!|a%`{2(;Tk}O!B_OXo+|E@L2W26P&1C{2QPA$w$I6(=&Y*PT^BNu~1JH_0SAX z^V1uQbNG-Ie%6x~mACkn7?}~3=d0Dns7_vZ_ymGZQ1vM;{e>%kut49)RA2bDkr`ZN zzX{*5M1l9Sysz*oa+Yw8K^`}mmiQ!AfRk8dnwQjLjZqFo_5t{w(GkW4&*Xzmu6m53 ow8@+?A!Q*)J&xhH$2h)ZufN*FNQ|#zd=ujuzKwAm^%#pU08--{f&c&j diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$3.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$3.class deleted file mode 100644 index 3fe23f42ec8844586de982079cafc3634cc51ab4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1890 zcmcIkTW?cG5dOw7HgOCjX$hndpp6TO0iU$A<>Dle1|p7Rpx`Kdi2AT`7PHCmESKOVt8$TeKz;6ysybuSHZ-P@EcIb$zulRgnVsA3f4q4MU)9pmY2Ax`!M61s7ZKeVnh&#`dB1QaDE(KnJz0f~phfDPelBd$rxb z{A2{6JqCuC=Vf_y2vdWdXJ(6VLz$X{q}C5fO+wPgwRa(@4Yo-rEE;RVGU120#;}2{ z4~WA4aMkBG2*3V+`WLSb?fM66qQ2box)7cjUs)jB8rnp?jE`}06gf;0X6Fu%RT&dF zT|yqyguK`%G>5kS;SUnVDlNyAtfiz07Y_4`aLm}Q+ttm?Ki77faB;4&qq-_elx;_k zwsv$Y)aMUg5h@Lrwxb;#wo+xRkCe48^jgVB53?juTZ!iGnEfv?7etb!3aR#4!p$;y z&{P?-s7S0oCmdn5I^hn9%eaI&xt$-`<1s=wcd%{u7i7JC&-A=E3=%SUI*< zr>lwbJd_A0?%7u2ys0dq8^&TIevPZaSk7` z!t*_8QF)JFiIEvmd9hl3f$HSty_XPlimJci>MMNtGYj;MO!bBTHZp^2>^I>KOB8tj zl=l^0Ma~jFW01$UOiO$cE5K>2GR;fsahFjJMfL%>&*%u_f@gAclWQHLC~Y!lOh{SC gF^}Uo;W3V{*z2!1F%sjO7}sOmz|9!9P>-?rC)K4FY5)KL diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMMultiple$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMMultiple$1.class deleted file mode 100644 index 24c6a9a0ecb7a4ac55a64e99a6298e78d5165ce8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1841 zcmcIkNpDk05dO+BHgOCjVGU&1VjwZ#7nWgjl9>=dJjnq>P&h;!I!+_MZqAE_kvDyXe zt!7}X*NIh8un=3mO_gWmVRJLeV}MYpZS(4uUQHW|+N(9?Rh2+b31huot894YM*{%8 zVqkbVUY1vrFxu@nGwOtE%2Xs2l};!s5{eG4d<{jVw>?5`##rO$2u~(!{RXt!BLZ7P zRh?QUy#9UqXU_NSde2&@&b2+x`DezJrU^ItR$nb*ANCI-g9C(#$?fA*#0U-*ki{4w zEA|QZ`?lWubA+K%J?84wQpSYi+j&LUWo#?n&`YV?)OL+|izG|s679HOxevNc6)}O5 z#Q79q2dmW)cScym8BEIU)WAy~8-%0Xt-7^P^ElUTrvBzi9u>mn?UUTg``wr>AixDe zp0n2Z=E%3iY?&RIW{ZadGD1iQe~LB)@FdE-FoL*ZvkUQ>mO#aI6)mg8NT44HAq*~= zhE+aI7$13<@-%%1;0L7csxxervLnwp2<4`Rj8TAeIJ%JHxv?7400QS6MB znfEN_aw#muX;RmBjF=z$s&u)_Af`D}S^3H^B%Q$Uu(S`~KoZF`!)pYiyw5V4-z<^i{RHpxyz-nRoMe#2O{N7t zi4ous7MNxw^K4q&$>TQfcNy(qoO4Weu5c-15QP=y3<)U;+2ybsdmM&wnVtS~1p^_j Rgt!{w8m@=9foh1E{{Th*1=aun diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMOnlyCallingTools$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMOnlyCallingTools$1.class deleted file mode 100644 index 70f4a9b04a2af307736d406acbcafdd8643c3a83..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1873 zcmcIk-*Zz%6#h;c5}F2Rs{)0JU?a2va*LuOX{$BBcxQq*6v{)#hi$rsZEkk)?!6g( z<4@8Vkr^KxpZ%j8zfDl9E$vKZeAu(!J?GqW&YoYt|MAPO09J8N@K~9s=Ug{ZU2QWT zbzG`PIP%(i<7~7ZuLoJXeg8>nGQBZk*HZm$u6c!Gc`^Y=kHGMF9?R1goO}HPsL&DIQl=47(-@_u5mGb4jaR8@9PC$6S~1pSYl5#A z+v6sl&h@D$(xg8x6I13%JP)>{KK4^uCHS|Fy2tS{!f8ez5hzTQmN`|F3EqXRby*)+Deq? z@)4Z6YdeYaT)B+Y&%H9bxz8b%S*c=p$}~bbf$8ZmM&uwAlC;1x zgIV6IM60~RgQx0OU*Jsr+Dn}Kk)MJ!(u*Sz&SRcmR2rI+A$l7Z`0J;{1-wCn?+mqr z$vgZjIGGP7FW2iop+0-{`3nServ4kQ|BUy4pnT-x^hoz_AM^NtVGBN^Mv3<&-s?PN z776bX6!AG}gc|L7`M@kvGOPOS`thE diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructured$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructured$1.class deleted file mode 100644 index 2bb1d527d77e9b3fe90958801ba0507889b77659..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2256 zcmcIl-ESL35dW?1_!`G0ZYUw4r4(X{?KHlYk5b|!klJp0trMqlK7=AbYiDscKJSIQ zy{O`;e+`eQl_*qwKs@tDRh_k+4{DbPOFZn{-0bYk&dhIS|9<)6PXLS9VyJRyw>+an~+-iliae0g$QGoqQjHDINQncC(7Y8L_?$&nY z-u8`UQfV;U^lU1@>y_y1ecR>W`U!Q}eXZB(1nFg3zUQndoeEPOkZIbA+y4z?r@UGAZw(# z=wlj4443-b{Ulf|%yk-SxQS)KX88FS>ia%rS=+(k^sj_-LrwrNtKxqv6R0G)vZ0Cr*uPuDeFxeEkSY5AfZaAyuA8MPmweo7I zTw*w%8Bo_GZs5xVzQ9d_M$gfDr#2Sm8P3$bM{|+@)&YIrn9d&Jt$T!;WC4o_6hMQ> zBG7hgoO=D71sZtg4$qz#u95ZuO;1D&VTMqhS<5g{hR7pnIBMfqk@9M=<2AUu#eHe8 zw_ymwXiYX1H!lnYRMWiCTH*V>y$kChy&7%dr~?^DQeQsCFaiAa-8Js>wx9>+A8JWQ zDd87g9?(o?7%!`a>jhGoN8+JJ9hIngq2Ca@&*)a4Ln>~B#sh_xf6c-J=;iJfF5-RqBc+Zh*5NMU13J1& zd<5rlj&wgHZDaC#x`1(#GbTUD<$lBL#MQ^oFiYGNi?ZBb$p4PdzI~3benITXbA0`z zW2H(oPEVnQTOIF{T`Nc4bNGe=Vp!|y;UoG!pk+}xF+MfbU&2 ziVc!Pa0Z+7y-Qpi7Oa2-qdPPY=ZoOHGm=eZ zyo(w(RXsU!$~kRKv>vaAvs&%m!&G}!@2N|v`XN&;sOvt>8a_+a-hHF$`_`AP7a#=g zt~^+-9mtN15^0*z{oMoA@YS_i%lbr{0A(|;jdIaJryXhIRcd4sZCFEXCOyI9_F+;L z;1mDTl>$ZuDuaMF)o#|jr@Y*gUJ^xoFED$2w3U|Uc`^csKPhM~$7Q(M0vArm1uYr^ zx1_FwG*^0Qu7ouA| z{%6&-?$h&rU%S#Zf#sobsztnwbK}V29fA3U!3is38nY7^!+C+xfG_Z9X!HS53QU$7 zmc5`tQwUrd^gMyn+H`D7)iZaf%$~sIh5lAt>{khtYBp^~2g>iJQX3aZW32Bsql>=I zl0@z%ip?^Al9~0vl2-Xtxh!GtO!q?-QNo8I;g;gaxW)Z^lG+kh9NO1@5f}ch%>l8fou3!pujr!@^SX1 zrz7(x*Y0q@AQy-Tgwcyu5Jm)YKk6XykB@HHJry!)8#39JsSXu+5QxBdT{n#kvzSxq z+l+&>tzy&BPV;#ERV7*Gf1iFMQ`uIW!LOMWV`Eghkx0imC2(fTG!pBy33GGb@?TBV zZI(9F9Ub6jUpU?F17!R;_6kFpLZ~}1H5D3;8ib0I=D4QuCixnrRq_zTSw7yoIy0eV^9Bd$DZ+g>bbYWunn%jb!-t!w30P2wII6WPMqEQr81U8J-(#}cKb4c3~CKxrpq zEuvt~XueH^V}P*nEXtyXP^xV4>Xuwi>I>3|72!mgKu-xHo!u*~JC;X1010LkFUw2w zY7mAyJI}%z;fhctACgi#Bqbk`HedQ4l2T_(LS{;7*vxK=CK;BFE{VmXrB9b^AeGtO(WRwkA zDsQ`F)P;t)T*&U^~H*x=!owl{f;UwM#GZ}LR3_!h;X zQ!n4ab9;-QappbFy<&MAW4NvR6Jr$T*=@oN*2wUFl=oR)Sxyp;F_Xqkra3-&5MUqX zn5KQ^8QQy(#ckg2Ft?5QjAgQYiAx#1$Stv?&y&0-J1lmh-(mn4*y)Q)=m~Kt#N`lI Ma5cm=ltWB?1C%=qk^lez diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1$1.class deleted file mode 100644 index d8a5e72951c863ea48d43489226e0a50a2fe841e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4148 zcmcgv-E$k&7609pgk!T3X8+t#-}s z$}t};2KoVQr!PG7+Uf8VI!!`hhI;w{41ZBO(}Di3cICMCW*jnr?Y;Nx-gAHVeBE=7 zzxw)<&j37$KM6E-Q)@U*UDNA^?R#3)agBi1Jj3%$$JVBc({im;n!o6pzEKH2XMN|a z?&_9hSc{Hh&5-i4S<|*m+o(k@7P18uLg3$}hU1e>p5?TB@_X8q^`>UpzTw)srBzzq znqk*UdULs^PjO1b#SSd0< zwy=DKBJi8Q=(o{aMO@%mxZ^h3tLPGFL}}Lc=XdWz72N`TroHYojL=U4kL32MJG}Q( z3Q6<|BrJW|umnU=AXdsw2=wpe73i8WY06UqujKC7b(4{tKAq}m(zVlW-P_NVlfxGT zda_;^4FdT{(5T3vhZ9+yX9#2?H|>%ng&*Ob9w_*63isl$qz1V)SL_7SZK91Lrf>*H zlStq`fw;eF@<=E0$nPl*vIQ#Jo2@#{HOr7UKp?Z9)B?kMLi(rS^Jy{=moU-ymKjjFLG zqfo`1fL3KO%J@!Z$YmyP8bg_7V}*4sGZf^lq0Cj&U(IYgr5k582nz z3LNT~f8Ox*n(pf~uF_nOu~}5)Amjj6?uH~{T--1vb&XVwddzKY9!_p;CY7|(o(7bp z58;Hp%7l0@*-cs*5P4-HmOs#+?C-A%Hp+%~T}IjU3XFFQyW=wbU(0*i zSZ>vKSY50L3`RHJ;|-<~VM)7xLBiz2;xAZ$MUxNxNd?AbPe0xk+8gJgMnI2;J^gqz z^zGVq)`1zP#tYqFa+q5$=&q?RTgIXsn5~(DtBrYmEqp&%VoP6cHJ1%H{L)h~>$dK< zD{ZQ1+lD)1=^kZad7ibamg6zoQu|e>#xz@TT5i>tGbQ%mxfYx3rg6daOdd9E+Ya-+ z{0{&HMtnj>1>!UX3qFumWSQoimW@?=W?RKo$;b4>@g2U+Bi7z?C_i!?1NqVGIFe6{ z-NgMLaZ%tm9PvwzUDYIL@QGxc0%v7@E)j9m5~; zg+G4`ruM%3NI%c#t&xwRk*BbQ6Xmg!agqakj^wxSll)-(ItqCX!#6N_Y4k4`7(JP| zIGDH=Za5j2yGI7&m)q<@awo|B4?GovtPA+{gGihR-p9FPO$YN1gNAod1k3@jhp1 zxC}Waa6fHaCPhPpCd{FM1^Pz%fhmxN2t1K!8~W&{P%d@!AH9hS1(ba?Z_!{SGDpV|nKk$o!*V^IKB(*}6`VwMAtQKJwaRrScEHsO-;VdyR zU=6P%J%8Gd?XTec!6iZ&Z3VabXh*0St);&5yhd!6GdbTTiJr-Lg-OlsOkl7bljNry4cYnYIIT+H;BCwDgLJ^C8Zio!eF&@3uL| zVPd!#Wlrz@;c%gYX>?vN(DLo{NZ^fSuddLF0$^&v;>If21T5I3m#PSZmS| z5Cwr)F?&HE{j?7SdM0ew_9q4AbB9+URA6VQcP7L5(277`R)rB2$R8d$iRW;l4+fqW z$mR+M@07%G3?$HvQvzN7x~&B2k=q?6fRSajf6Xxqk7UbUebbS;5Ck#@=`7H1yIbCd z3=2`pM4Jq(^lm#nE z#ao&r(lO>OJX^g9w;4rz_#J3A_TPWaztS zHr7FWmDQr@S>UxcGX8AcYIP{xgn{ez;Z+qA5_e3-|WeS0@Y`SoybpiyuKImL|e7%BygUF zI{fJbOYB-F{Ch2pV~GdEmgO{Qbx+Ib0&hlV>@Lr>ckM(+nNMh0^lW!ZZ`GzioNo?4C&_ zDJtlXizDn|BGtK$6%EJGm{Gj2Ptz1fO(1vJMRC}Sev8)yjy>pqxuVFG|*O!azELUN5e0a(P-4j zZi$+&v`>^hV$(LPA*&8MdGl&;fFG){{Sj$?+N-cO(nXKQ$cojltu;q3>wz`O)26&J zZ*7M6$BO*?S!mYRWFvgiSF&ra(|8AScQl9 z#EtwPF!)=&26(x33C0t{4{@IF%x#R#Kg7$A@XAfzo*WSmFtLsJL%e?P5oT_t=N_Q& z7cPn6J&s*4UO0#MDWxgL@Hgb}cPjr6T&CPsHHQJbfvZ%DN`y*hs9uo{&_z#`$vmm&P?R8e~( zl^-6tkDJ>tevh~B!`h9T>folZM#Z&fQz!?XZQIVux{13(B=*0j4 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1$1.class deleted file mode 100644 index 56c1aed6aef69f852f0f250b510d84082351677f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4340 zcmcgvYj+z*8GdFZS+*=Eikg-<&{Pz)R^-dd;g-f~g6m78R+e4MNg51yBrcwqobBJkyr0zP8!WP1}=A+pzR%%iWOna@lAsEgNGU zYDKcrvTGj2y83jmI#&$NxAwDJv7DRwG=~X?I@CO;SsX5h86)jYv+39knxI#W6{)n% z&P%stdBuf=_G0WJ|2kUi(|N+NseH>&3Xy$a)D_$G6#bg9Y3P<=*Y(+@HLAcpfuT=h zc^pxJGr=2=us)71fv%!Sp%(?-%00G`W1*BD&3AR>gz;wGJ<8~@vsVQkJibhN)MvZT zvB6Hqd5`vPSn&L;e8Nm*IF$B1SvQEfKt9wZVHq-(L@$y((9kCk%Nq2RKsNOC10GG{ zI8y4x6MP|8I>K(Mm_#?8N+5=l0#R?(q@ejwLI0C81bVYIr?Fv4mCOQ}qZAY9Gwn@h zT?Vx(@M7+8%AY;FB`^}g`=RomluNDpjP#6U!!uYkVnv`o9A`$>J)T<;0@g=dnEcT} zf)ES%MihjNv>|LnL0Ee|5sI<`qjtAn~ z;G~3%3LNuRo6gNyd)hFqR#OT*9TpB|(--lj1kT~h0+DjIAdo&Bq9neG^GeuD0xz_M z9RaR!Fiah!dPEJ!@v=ZJtc=4dERIV8ak(XHEsxf`84fZBiYp|s_G9!|sJqAUN&;WQ z1j|b{Os3Oxi07V&^Ax6gQN*h(t{`NpH^fmA=q^>N3*(iEDb`Vkx8FFDcpc>)yoMQp z=k{7iiCwI2SXIyPijRVP1RjFGKpr)F@92Nu;S%o!O)kg&e0u_(Q0_H$GtF*A_#nhhi?fw_Xb#|&+ zQ_=*1g(q_I;lg_;z5*+so^3JDPSA>oEo&<|+nf1PDSS>oIs~tLl#oS|h{s{fUGGE}s z$K?M1zB+}L=_0O|=kx$z=CvZM2?guk4%nM1>v8vd;B~T3Qt6}IA za*<)~2X`5P6P_gf?uMYIU2dWtwzpXZvJgXFH*#G=Dm! zCA9W0wX=O%D~RV4-8@9>{q0iLB!{AB0qQs$MQpWkj}@3 z@8Rh`@=)N{9P@1gJcG~h2{;i5P%Fh+^Y>1npRC$K6Fgy|@qLOAIf{&t=GJ`-U5MuY zjKYVC4YvJJDGAboy$jeJypOMtCuVO8Lap`)t-ut7R2V8ltR=Bq`bnn)O)G?;Lu&H??9t}?xJy!Z)%rs3O4m8 zA~5pKKE7sZoP0NUqSES8z_%|y$Vd)R)4OOMWZJjOw2w@c1AsmwLA z;R|Zd@A1C%i>@C0j*n5ET7h8^{GK}+&Ar8WjjPWwD9^gwcy19|2^s$5^NT!uUJYMR zL)N8?7hJrE7Da9@B2vQ561GZs8{aA6yLhLB@8SE4{4&4~u)T;b7e93IBNsn*@ve(& HE`IVK#{$|C diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1.class deleted file mode 100644 index b045b1389bf3e2159b3cd453647f626b2dad50d4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4280 zcmd5kziU@4tWfKtumSx8ihh<^cBEdK|5y%%TJ0TdB9m{Qb?9q%- zkDRbqFZcWPk>U^V6evhiP{sO%EsB4_pP=|!8Yy->t~lA3EtPuC^yS?8obR0Z>6dT6 z2k;m^6_~VabJg?8rd5`%ugsEHl?~cdQYqVW&5`_wUMmzPE>vw_78}!P-ud?Py9kc?eTd5_` zZM*Bl0mM_OHm*kpGaRYe)v&8b4^1W1Vm9?cJds7Q?iAj>` zZRB=u>XPj*r&_q$iKlOhucD6rasW~jF+7Dy+G8;|2yT1vrht*w!X4&uN2w~QqrhxP z2seGxQbw6u>uk$6Tg&XW4FXHI&o-AO*55*OuDL$P;>g;dufHqCEMkplR@Gg!Ht;Ny zecf_uw7R3=bb)8XBldRVaA$rCe3tn?XN#&HjRqtCNkMAnA%a7y6OuuH#@96`?%s?I!~*X&jWa-pFd)}@8C zCjtkX8gD6Tk;;0M-EKq=LJuI^uWBMn%`e-Uxn#3F|y^?yLN9*ND3 zp8d&KvNPG1jGT*}jGPq5W1X8DiRfXGjht-bi%7KB>5fw!38N=+uKiq0GpB?0EeJXlMuag8TxQ^Pfy`bH8F-W6(eNC*(xP2sX?F?@NI;h#t z014<;gU^KShPn0*S0bp?_Ypoxzss4^JfY9Tv;E&-f3|(#8V-KRcY*gfrW$KV;x4{% zSHMeChj2G}G`PlaP(uSxX`Y``hUS^Sj@}E|uhIX7J_|h3c+|&3{ns(XwTCzH$i#I# z_8rb#(caScyw!nlreSH8nj7n6l+nEDToMDaeyHbm|{jt@vBNk{Pmjr}i;_>sN9 z4=t55RAm~^P(3OUD4)VH%+Mjk3J?VY^9$tC#$7#i6(S84uHnMu3A*Fq6Pvhrg{xbg z(bIB951y;@HYN?%($o3Ch#fzJWdpr%*h+|0DQ#k8ADwedhVnLb42+VLUZddNn*2{=L*HlA_PSj*$3JgQK6_^9Qvj!X0Ws=#HuJdaL=zbgDq;qMCnQ23|9zZ9NPnEn-GFyk=* diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2$1.class deleted file mode 100644 index 23b2e1b27352a75f8f7efb98cb9525167a4623bf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4340 zcmcgvYgZe`8GdFZArQir6(==r+}yX?w0-bDFZf)?Mkkreo`4r7?9@E>B-=nx3q-x3iuzYcvhZ zlGeQASmRu|*|XU*aR`Bbm)9K6GHu1qX?dnCU43<%;)t0+1?WMBOSX?qj zJJgC~xn;Qyi>p+DdjdnB z$MQI$0;hsE9%6kQT>@Q2lR_^Dyqqo=P3+<$bL^r+8v zk7I+Kj`JSw-LT;KS^1cm$Z#m_d$Mj2b%A`SOTsc_G>Kj$d!V6DAeJ@gD}ik2>-#*K z#8ITwi^upvu5^gqR56KeJdr>Q#|5I^ib+9pp@RM=X9)CWYffX`k}8=6GKVQ9&}Z5k z&YBErRp9yD!IVFJa7$n$g!cpGKOq-e^=auDONM8#XvDHWe>l#Jta&`QA_S~YxG?#n zg9I%Q4gP9AgpDW&8)-w>h=Q>8dL)3bk#N=zgD`>92aA}{)iiC_thst=XZea3$AG|7 zb?J@I%*|Y$FI6V5S1(s*Co2<^69UI`A^u6?H1Y}LFv!fZj74eDj#3iC7*T1X3mgr^ zx4}sXIU{hyTWLBsX6z}$v|3Fm@MKsxm`z{B*Ah63uM0%V*@8g&V2G0VCeA5gF9 z7Ip}@#=$Ukkm?~d9LI|Sxv(-0tFSmO3dH56thGE^^IAB_>?^L2#M+C|qoM8|!^;W0 zgmIRaY?w@^sSwXS7UxM!^`eMxvABYesooGrNuaw_sm_m8#wS@v9o~N9Na7Wgd+=>c z3p}&iLQ3pnb;GK9h9@UCYjRzcX&f^GdX2p`<2jjuCc9Qc4rCVPGIKmL(5}yc%nj39 z$?OEB8?Ww5j;c!CdH^-m1ZFWWkjN^m$*MjoFc7GCNER>$;#sAIMK7jym2daIIIgi% z)tZtf2+Tj0lMfc&1MwAD{`_oU%kN?ihN|+;@}x0pQv#{W!kQ`nIK9 z8n+DBos;IWS@SOnth<~-^&h}U;5rr+zV{?pY)h>74Z~{DIbH402`uCu(esDsAC~z7 z?>{2<|M%4?v`iQ9UFD_KBu?UsYDHYs)`@)D`dNW z2`!yji5IL_HP19Jk% z*zjFE`Bxqa{GMaJO@OEH1wH}C0s(5JSZn^?3G|ayTWEqOEHu7P5h6#CG1A<;hoSS) z{0At!uh?MAAC;0IE!ew&jlp~P21(9uqc}ZO;pzx~>HIb>3TP|py}{w@KA}*AF%o`=OA+{_y(INXuKo>`TlX=0Ej@P^m;X+Y5&VJU3+Vb3 zSem=LmOcnnL11R-GZoxZ_fWeJ?OMkbLw6x7!wlB>VLIg& zDcVs|+?5`kD4oKx&r|KG*l0m)zDFrUtw74ld`rET$`20R!P+)7`sWTB`}wAJ_@-b} ze*rgLnBD<*5}I7QuVm(P-{X&Z}H~i9vbV<;F7$&`QYgA75VJ;j?P^ ziW;&mWjyENd9)~UV*!y8Zj`WD!W;Nu2|vP{CHxpaS>Treeu}LHbh-GMi?>|-+{N22 JuDbZee*m5C+cy9J diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2.class deleted file mode 100644 index 7c56000c4a5d9c74489d03a43e2c3dc1e451870c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7465 zcmeHLiGLhb9sj<~G09}prlCMnu&i{Y={CtW>1mP{LYmm6XhbJY{8dZydLE+cqpS-jV2#Ydt;N_hb!6 zPkPf)$J(i7wRBof_ghxFlOsFYqCf~d+cRQ0X~UGrtej(*x*b0_mWdmtqi0Pm9Z%-$ zQQaKu(J}*rT3dd%+%l9iQx1vR@osM7kA)3X9q z(Ug@LP3zLdr{a-_@k5rnHL%UQf|m=k|D3j6_VW~L!LKo@+0@8+GY;!c(upp| z6)HBPV`i8vB#u6PD9y-ATU5~LNpeTFGplQkzRgWJKJr-cVLjX{^X8THaKyLeX?CGo z#TL9wU}MnX=Hp5V64V0^Cj)DrK5W=d_OL*VXAD9)EwB7u9(@~nR9uDabeZ|VDA?gi zR1&2`Yx5Fi%1y_6$OEyy9DOQwBFW`xjU7kkr)M?CqO)Hx1B1JZ^Te_T zS65*-_U5s;6!Pl|_6aBlG`m+Hr`wg(ue>IVSK?Jwcm?(|PMMqzLqkkX4A2sNd!4BW z1%m>rVJA%6(ah9r7E9Da7_Nej1GJIn7LO!!^nDSgzlCHhn~ zwU;zxsO!}-q(0LblhU1sDG3vnBt9x|i4=R}kl`GNIEP2|h=>?=#I&5qpgzQsXRrd4 zXmpyo7Z>9mCI-!v=5%W*%J;AWitWOTHllmedx(=GDF=soy|vhweJl)v2du%ZnmL%( z?P!l>jpRn#iaginw`gVtU_TiS*uJl5zhC1NM&}Wwc@Q_vyG5FEG z2#!a41Kudz@lE-lWu-<0mJ*w1z2k9aA!fyl9`8(ZjSz3fTO`C=1+3tzY1-|BYqL3c znvJqo7Q9`>jd;f_adSEcDR>uc+tl?zH~jVK#*jfvbhA4>m!f|U-mBu>cppoPAkoh! z90n)KXtRP32wWR1oZ`dhEAe14O^b0peSu#!eNe^CxTPST;3h%l&ZCT2vTG2yqCTH8 zW+~O%rj4PfVlA{BG>O~rVHF?3M;I-p13|(ILrI4QR1||gCJ;~2wIYrcS&?N6lF?U0 z2J|6TCy^DN>#gv@O@UYiKCa?+=_REa6EDNf9O=dt7%kfNTOFpTK!`wP5Kfky`=iE~ zKv-(QH6i!&!n~+v26Yw!WuvRz9f|~SM{A=-REst;NDem6QfSGwe!1TTYIeb@2{shX zuQ21VN|k*Y>-Usf0SNRLM@m0{S=8%yl;+21vFWQjU;L=7zoxj%ncc-2fDS-PNBt*xjntqpB0Sshv}E>$b0 zj?|Pa5wXzfQhtbBvSDMs(0 zbom@dRq#tXuXhF+h<($Y(eoy)TsEbFQadmTTo1?~h)aK>Q4Qn^7ZEaSY z*R?EfX@arZNUa{N2aY)6R;yC}BmI2Objj-xhK);Njt@8zPv@A-^*8*l+GR<-a}T@Rh-1D1&$&rM=4HK z)>XEuCF`r|%IegUFhV$b=E=IsJ9(qr8mi1r)rF@pBB%B~j3s+cA+xux>?E!g zcmUS{lQ{BFYxODIxVNraQoTt&-ZqJM_MX7|PvPdhjSXTFw@yJhfsYVmeqs`z ze251r!5{eCkBW=WU_B}ogcNL6&`t$ir9c-7b}MY|5xau(XDFrWS+@{mGr)Z#SMzs< zw_C&|(UHKj{B7o)s3cdeYbcD_lRdO#eJvoM?8i< zT|2%w-daq{V zS;?;^8rmlIfuHB7oLHasEhU2E_yQrAsb%Fs3ewQY*oVqzBGlujXe1*FwP>M>hQ zq#Max1yumoRixX1N4VL4|B8L-Gv$@|6TeH@A3yCMtb_`aUUUim!q@*Z+W&k;!(V9+ z2Wb&6VvJa3(=a0YIP+rpxKuut%SY5^2!4r;%kXV_+;{e&B!Nd0_-+E&uskM#xHCNi`G5qd8T9QqlHnmS1e9mbWLBDTgw^WIcvCv zWl3wsajY>?-n6lj$(Xif+Om45{h`cI975oW;-ce|Q{Ct^d>--iE6a7=w0-H?hNYJq z-jcMdMWa4fHHJ6170Z0XuK1M9(H1?Dx=%`+>WUf3kh_;EZU@IX!aV^h;p=VuC~ z@yq4&<+J0Z)8nTF?$3q>Sq6_L@H;$~L?`wtn`Q;}1y@c>uVMKLI47{zUvQn3DSN^& zt%fTF4ur)qO`S)70(}@rVjofpkum#d3vri{6364WGx-kQjN=J`?A?ZV98U=(Tzs+!AWaXYl(3p2i8rn5>(=z(k0JeiHHsp6$SKFugkh*QoLt#~%dt z6iVfp(bCvB3(W?0v$iI23S;dU1$}??c9ku#eAf)C>>IuuU#-X`6^L<62&`RRS=l@Nk-n8R9l}Z-amiuup_yX!@V0m*ff); zZ$;jCT=n4nQgIMY-&r5`kZuwmG-h(vkkxb5+w_^E!{E8@F)(SuW`F# zIUXBQ8eqYxvIdo%hFg&nro!%?Zm=P(%L}Gw^0HCec32Em4~!uOPK-`tOG#_+K?G8o zdd4`XRQu7K*?e$U@iBKfzR9miM4D&z=lZVUU@m_RhjOw08+iC%+!T0=W3I)3BRI-0 z@UQ}8kdRW4T9ZoS7@_v7=C1`Uj`6BC?)~#7dM0!KLGQ=>;NRa`Q}f(Iq|fp9cHd3t z)>* zdK`kp*En{XQxt3DKEmY)zQiDIu^N1d8s~R7{~cf9ADorp(&QM#!?baU6b%uWFpEV@ z(KpHutRyr<%M-Dtp$~rw?b3$+`5U-U>Zfal`e}))1Znw1K?8?3eR3EVn}BLfc|yb6 z+}AL}D_B^9D^Bs0I+x1z<*(!Ab!fE3b-c12H?@hI!mAWs`8tKmTX0`WjS}}Y?kLfp z3vfGgee_?Rl3vH$cF@jE&`yFX?Ny{+CZ%Hc9e#C@YUd1elWNWHa*A>_87LINdtA}r z<9*IGQWc)A&LUEPEMUICwS@vqTq)4X)+}oR>ab@K^Wb<`@=$7yufwGWJ&!<*S!e|; X^B*g-1YK3b8*2EI$8i3$hrfIeqGC$D diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class deleted file mode 100644 index aa0ff3e06439908f73265f2c9d3015760412d18a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3904 zcmcImYf~FX7Ck)z1hTMY;`p^$TXD2O2+Y{dW1XOo5FW8&0S>}AUN(h2W%>TCY96DNRjan>^w@Po;%as=RW%0)AxVhefbrD zm+()4_bl67_q?iURizs!v+Vh@DVs_vWqYnUQJBzk#p3KW-wtG{`8gAKS1jLh9O*22 zo-;{FEm&KbjO{wMD=T}=pN~Tbd|h1k02(PI@lU>z3Y;KO5rQ>{Pqzcw6QShx~By zhP7##j^$R(QsCQeb!?o!j<548H)J{BH-V8yaUhN^fm7j*J)DT6N8sX5J&rhf1&&6a ziGZE`QP0PUQEH{TY5SgA>*@rhFG@$bgJ5PCRXi1`QeC6Geyx&XIv&WBz1oH&b)E~P_p@A}-*z{>bs5%~z|+|W4`}GYPXa>^ zCO)f{)uQaOG7D|-au7$FIa!s#8L!rtAsp?LkfwKY!gEimVns;X`+o}6f;PEIAmXgR}IDsLIByk8SjW{ZB zCMw|rCb%+nnrk+RgITMh*8QqynIS=5ATK{kK|~pOzcc$$Ba23-^0Ns%gXh{*70r`6 z{=a9sYvL4mr9~|b{*EB$v3(ii1-zKRMKFs`|3JV6-YiwiDFs#_r*D?!hR*CbUJ@|N zylc{dmmc()4>dWMUXiQ3w$g*mlpaiP*}+=6eF^m99_N&8IZ1yBGfz?Nc&F9A3QQr$W-!kng8JIVkKK_9O ztK;?d@$a=Yjv^U;({k$cx~Ca*fj6Twc30$DTHB|i%=^hZigGrxzsv>Sf!%SxN7B%1 zxTJ%zKxPfeN5?6SMSD+8-y1s2Q3sBOmB&>4CVdH`?UbuGj=dDGU?ElL$y zGO@FLB(bxdFpe7uBXzJX_8O_3?UTI&T?58B^;ZAaHx)Xv1JNN`0~^kA@BNXf*1c z4Y9ydi$nK_UduOMt~%^L&C8RHrPM?9Vjq&&CcO#^b)e{xIF~HnwpJXus0Su6`L(=0 zYi)$@hl*^)=jyc;>4#tXN_N$?g2oM-EV!=p8_Ffaa%kEuJDy^n%($+36@f&_tNUd+ zV{7aa3w8G1HMwLfo606!*CUzh&K>8O%iYX~ICN_Aq6bpY*E63f-GlL~o+l-7{Fra! zT&dS4bHiWYXs&zY4o-Z^cY#khrkis(iQn*zs~Q+gI!aIAx72o6S7eCwFJfz~nY;Mi zwcO_z{EyxPJllLU#v{Xbah7xD4$jZs!!y?@9~}{Q@ca(qcagt!598MdUb%zGuem;k zZH`?qo;Zy^QyQQg!~c=RHyFdW$Ww0FnWcAAn5Ip%AhbA5D`)7v_L$7WIqh?SC|!IW zy9cAG{|+wCon-*bvpbl*#i>sBkG0)DhPeh9w}$Tjg=-B09tN2tgnyML>M*2o!y~s* z+JW&IuHVM;ZroHGH-$gaa2?hZ-fD!kiTg%sg1B#o;e9#8?avJ}cq6p*Hs0M0+TRB4 zC#d#Z=fPW)bY}dOZv&KcjDQntN}A8V@zI4oe1xXr82-*L1_Jzp&nhL0yH}PGE1+CJ zr2vW50w>lAuyJFV)r@sG%ZMw~6qt#g!iK`M!j!^$@R^ZH5w5;WyiGl9>EWgx-dD__ IKPi0hJ#YAFUH||9 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1$1.class deleted file mode 100644 index 643e7370ade9a05ccc28d36a4161af42b233b466..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3991 zcmb_eTXz%J75>ghLLkdVm?Xu}Bx)kCkS}BCjbMe;_!3lP87vt>+=PzhV|nms#+ez} zPMbFFEthBhLm%=)vce_JTB)D=(ASbb1Nn|L62=~4Lb{gboUL>A+57Bo-_Cy?{OcP4 zuj3PevSI2gj#JZ(nzVgSuR5-5(Yhx+&va~ktT3kbipA-xuIbBiYdPaPmkigiENN97 z#~LT)%^K^OQ<+n72!a0=R~+9mZ6(oZ_@*sA{l;2dH*H_KwqfbzhPNv1#iCJPSTsi4 z+=^wXVOM=>_VlTMI-L*pH@1sgvYd5&io>|WYgB#5%?}lC7;A=Z8Fo!C`>tu%M$dI* zZ@bC3WAjQ4L#g4R;Hq=B=_~$6GG-QTP%zg727ib>aYO}P3Qj!1ra1Nq?8}=}dQRZI zY%$Cg(q1!N$F9=>df8Z#3hU8OPM>)<=%76nIFTg|~7m7+Keo1s8c>o%^1!5V4a0z5WkM96AiGxU~ zgNJw^TiC;NUNMRNIGjKX&k02RWs{2LLKXd3JOsKjRj0mcNfpup>AmhI&~4gl&Wa53 zP~b#%ci^Agy(BOkBKxt_o{$TT+O+hIMZ-6kI$}wnFT9KlulU@zBCJRENtpbIk)Q>l z&ac|6P{XQ14Yw-Pu&PikdN`<1!{MU8r$Pyw+?~y=Oe`3lS@rZnhrH;=(J$~qP5R?A zvomv*LTU1Pd9HkEvNSO{A@E!_1fnEPB9}lG1B@@rSdbP?DI_t3VHG^Oz`;O$E18s% zQvyByvg@qR*i(jSHC!q1e3(ZVQ$NQq5;%=t3Pg&T5rN*_UP|KEIHQ!kCUCr^Y>(O* z2R+p;Sx-pjI9?aXhUIfup2hKoKtgWFYQvZ84FYe47n~hg77||D>-A_T;$t|Uz;7_l zJd<^kK{XWu-ZM#_#8emZc#|m>cun<*I0^#$3#D>ptTaB!Y--DHHjyMQqIdwm#k9c7 zkJ?FreX3?yW#91SSX{)CN&V;#OXE21>mV|)? zC2mC^AKL4}YDLKVf?*guF$4~^LEhF?wECKA8=4w~8o(;MqKF7>*f14!i_{`bI=;2p zli1o!XelkB9pRViNo{Q&)kZ{ae{Zx`8;Oi)7ZQq@rg!BH+p*uTI}MKyGfKT2R`GsR z$ByGqe7%&-nr-;aQXd_678!lLMTdppis72Zf+Z_zU}<5!sIE*KtHJ++MZTs>jrxLg zgOy~#wxv6686I0AyUV0qwH%MHU&6KQEV2%iorYVLQ>K#FH{0Orw=S=ko=F8`w(YPW zsRuVs(Qh$Y%=atNW4{7YnrbDSQ|i^ky$`vgq0aw&40Zn7&2!8r?roA|8j+@qL%D(5 z=*bP8aLlzB@B)6qf54$YfufXXt+{pteH7JFn&1wDmFG7pBukYs z^4z?K!L!laml*ks|Ik#gW_A7;zl;3V2JYckWI4Nq{PbXnR1d%2+!oH|hHm3*E_xdy zcQA3SFZxd$?u*_EcuVTsz|i$3qfm@7GJb^%5j0u5$l7GN`UOh2zQ(0%y|Z^Q_iw6< z;IABC!@dW|fQY`WKO}y!I5g7ypI4LM@DML{mK7f`!7+-z@%T$zh~R%1!F^ojY;gX7 z^WX6;KIN=%Op{}TmR`Ztrp-44M6=|6i>_n(fXUu*Ost9fv9FYM%e*gQ|-vFG&cLJ~I zhPG_mMNKbC%XPH8U6wUjbEM-Kwxx}vN7Py-GkK+KxH4Ot?sn}@?xsh_wX>4m!I%-?gUeVPTsR2*Vdb8OD(_YgiIHdYAOZuv=nYvZfvToV1 zio@sl*EBmlza;Z6=LGui=KvwJ2psdi*x?W%v0SJ%r3l(_FpO421zOxi!x6~(n)`2u64>9Jw@WLgQ~@av-_0|D4#Qft zm!+2w0#7Ek2W0Q|DS<&B-CJ^OOwLz|lhV}-x~ns!#ezVme>M*;yIeQ)N2h0| zXLISP@wc+G*-PV7W8-52hZ8>7M9_^V!gw4{3bdN~yi^BEN030TikYOqLC<_G1C)_| zfdlSh*FfepkUz8iW?c08R=7Gu<3x+pi~rAv~pwofbIZmpm>r+tE~h zD{2ejX$GXqHbng-Ie3(dAXvpGlWqAEziOgckOsj znPga!J@I+D!1#{$)Y7sizGk?K@dh!rWBi`D@G41-VqOko4Ci?sotH{#+6$Tjp>Ac| zWD2(B%aT3{jDp%w0>$!lRh(j5Q@;Z^4Qs%};Y zU|a3}1YY$I{`(E-?I|v>lK6iblP29weTgrzO=3!c@g@t6M_~%`5Z)GOPfulYBU7Uc z(2gzl5y3q2`=Fx`!9#dhea}h|SUIJJA%SQ8g5qxScukS7J9BtlsaqCE`G&e*KjYJX z2pp<=+*GdurPUz&)PNd<8bBIfRzi@TuNz9bPN~3yq&7EV;mwV3;7A}Gh#shmn;X&1 zjjr}sODu3Qa8jHIw{s?VL?i6UF>E7=u?9ojL^qaBz= zC~sP;eJK(Ax6B>Fhb(UXt+aqqr^6k5*fZqA>3Rn5pece4e9UevYZNWrtrowQQMMP#+!3;b6sY+>Hmc5xs+OlN1n%t5^cyQdxo3_K2 zoAW6;2eW!a=^^-lm!F}zv{bqMOZS;2uQRB`1q zs=7d~eae*pO4WU23(B8y<{ZCJ-$asqzu-W!wf`m#{m6HL&pF0xYlz_izHyhQOG$_E zAa&HVhH*$G4Zl)4zo!kQbK(|yt|Wg(-w*0r;B@U#9S`^2!YQtu*~BxGxAELn$_M(z zO~xofxA4;S+ZekVo4ASe9qtd}3yv)a96gRNDa9xU@dr=(Cx-DCQk3idCg|A(T%>RG z!1FwgqsR~qrVvOD-q|zM(!yO`w=jDfftm|9ab;?NSezNy#MSFuZAPN2fkYQxtLo#| zTacKh1?IbF;U#*hkccMx`fuQ^O$2^|yn*7qdZP`!Q7qDT<_#~Fr4N5x;(VdIRRYN;?`#JE&A09_XObr|4WOzT#Vql7b27WEWCJ;pa|ouflEyn}l;Nb|qLRic c*5=qhV;$G#(B|M>2k$v}-@ykCE;_jI55J{&mH+?% diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession.class deleted file mode 100644 index 1c3254eaac2534fbd425fe9a0ac2f63bc35db6be..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 39747 zcmeHw34Bynz5nl=EHjx*!Z2YQmNtcyB}=oB0D)4rPy!@S!ct0GIwX@22npsUlvb-~ z7rSZIYK2yT9cY_r0oh*H@*!=X2wIf9ITg=g!QXOhRe@`u_4^ z=AJqCoZmU;x1Zlx^5wrB{|pgbEdNW;{AgF@?%v+c%4lb-r{Ah<>+Or_bfp!utghak z%B4+9`Q6&J&0G4q`eUs++eboB?PzK{6|)58F6!#(>R&8G@$9u;Fk(IXy83#1_Mlz6 z{l<9KLZ{B&zTQ21`zvGnV{HTdy?vE?dfQ{&mFrb*qsd&jc2{&?v~r-otGjY-m(?Gy z?H+S~Z*R9%xe?zRVx1_}cU`=kX{Ft=L8rXx?%q=g1aa%}cW&@14ea)GbamPzTCRRA zi(0XTYj^kdcX##duWXO@$NIbW#449}_qOd`IA^mEYhQg7Epia-9zz^OD`Hk#U)Nq> zeBom6@y5&kouQLvtnKaVtlSmr-_aNC>ai-LJw3hs(SC5cRoT+p-!jnMy--lTiv#_X zC+Iv)p~_wR_EdKD^vC*oqTQ8EJ^g)v(bZ=8C|}U{wwd_}AyI?&w@;en72w1Eek zqkX$$eF}d$bbf%csaVilPZoAj)s{lHUI|hjP0u4qGX%xa2^I!vJYC3@W(t~= zPLP8%jb?M9Ie_e?@mM`sl}p?DyY|J__x0|L_4QxpqcTC`X3uf)is7CRRiH6Vf$dN_ zu}-t9r~%l5>d4gv z1YP-Zh+r5=@qWiZ5BP!=)Jl`8LaP_k;xNqkC4%bQ=(P2VOJ8}_XKj;1O9NC+%LI+l ztW;vNlAuyg`SIdXbY%rKGHFbVE=p(^Y&8l+|orv-47 z9!r5!6QuPT&SikJA&f>DjwWNMJ@m4uX=pvw| zaiRp}p&XPdTtz|CT+JJLCeUJhiNi?ksKbi5D+U&tvdtc0U#z1WCcJWud3_xuU^jKM z1nhy~Mq8Vs-2*W}ONNolR3L60V}v+Jy|kA_^fiJaHsw+}?IUzA&x#N6ytv{?Da{7x`< zB1j({(4#Sp7Man+<&ejINpkL}8f6GfVdd(>D@r!S z)VLI@7B+5(S@6~}7S_cUF3vQpMH^M)3pX0Tn17fYTRPK>Wl=>&)z=#Bh%t6cbZ5|% z-7B=>g$fGA{S7SvK6kLBG_3w&Q>v$%5fRVI|h+vx29x{KbCW>&F5>lYY&AH7r1 z1hCt>zU6%}xOi*SG|>PrbxW&;ZR@~FN4?l>-b3#W(7WhhklHE6zTLfoX4=f@%|f<^ z>!bGs=>~dzfZj{*gDl4f-Gu2)bVqm0NAJh5;SBXf;qjr%_OO-csZu;w4AO)2fqZ&^ zK4?Qpc<-YRLpAM;S}n2tP}Hz1@I*gC59iZE^ii1d9%KjUV^qNzABV{?E>7ZDee_8| zfi9~F^Mhzl8`SW4H=b-w1<;?ONAl?~Jt}Byd`QN-_0i+#%RbiQ>pFNqSGXC#c7cO* zgpLMikd9$qwgapKzgVf#Af2Fx`NhA2#=~RTN1sV>qno0PaerHEFFSue z8WL0hUTE#wv$s3eg2`p_Be@@(e$b8N1ke1Ox%6gu z+dS-!D=XDK|1y0gKwqM-!ee|2Oz-Zf0qLf#gTyb>*Ta-W|CYo+b`|A6KNFxQ>De?> zI=5S8>lPnp92{eLe&&(Ze< z6}#pNuGj_wQZYTZ_R$X^e|s>`#$$F9oB98s=L7Wb^dm@#c89@@muDKo*&3Z7{e)iN z&i)k6a7kB5w4?&u+g{-vnk?aWN|CcMDyc5%+9yafAquj$N~Oatb}{+@q6N4ePE`y` zRpzS2o|c1O>wqD=Tt81UwkzN&KBKg*`Z>|IONm+vb##Mqlb+2Gf!`>MD`YZ5qY9On zSC_QGt?fq4u(yYMYABh;2%^>L!)qf3>!Ux$EmImuKKhfOT^^z|l5S_}rCS^w`h06N zZU_8`xK1+?`-=GqWf{ht$&2tosc%%YpX5V6=$H{eb89;379E3E%y*Mq(eLf@gAJzWiNl^iFHl2N;A8bR`O zEXDNEU~BX~w&!RTW#VHG-~0cm_w5~`a$7{(>O$}3Fn(O^fdBL# zhFl{bmIt-{qDTE{=*a@v?_+PJ8+baCc+;7CO4ET(*!L?DwY&rw74 ziz%2g^u@Y5x?=6?5J6J2Y3)k!T%sw}IKib7)5LjL{1NBFH884aQ;&r?X;56CwbS&o z@P2BP7gFwuQ@AI4Y54idQITpCJjJv<3l_o}L{Wb)uc%>iq#_{8k%E`hWsC2AcMPMW zyZ744mH6^j(4K>CvZu~zAPI5)t0CmxtuHDw&P$rrR<99x$Zv)*dI!S1V0%VLcvYX> z;KhD{Wh*~(E=z-7RA8Rk6N|Mg?Yn`c0<%i^t3gpoJDB6499q2GQXSzQez~f|gD*;| zeF7}g>^&Xv8jw9va&u8)B#ftfVs1dxin_RS%!|RPiz_ugG0!REP0%&{KCu8XgO2WK ze{*zibF8lu^QY|@xVg#pCDODDUqV}U??x8}#X_+tAR5HQSUgm2jtBA(X)a+hdLb60 z8omYg`Vcf2=>yJcg<~-#`4{*Bc%#x1h_;rAPylEY(c`v6=;NN;>XU7@wM!fz|8t zyeSpu%S>|U$zAMUns`74J-bkd@qfQO5g*5^ZbAHX`dnKA=;956Zg@G0#*2;PNU{}C z2FtNAAX>#HK_7cLJsDQHXJpE=QFNO#SR~sZB?Y%K3qa-HhX9ToRS6IToRz$?e_p2S;tHU?ef{Qt*} zo;Le6=aR|TW)H__#-{HGh&E=m^M|wAirdE9aT^_&T-wvlVE{o7zOvLy!IbxeH*OO= z45we@VvmaQTG9-nFfpIEM|gw@Jhi;1V=HK2G-!Ewt=S`1)BE7SUf#xx-7#vz%?#Uy zq}j_>t@bu-%2dh~%}LqRvTUHMyB%9VZF95Y`m(YZGwQ zofX*>Kr33;^3)8g&wJx~E2Wg(PRg>H-M;ty3fQ*QI`@U?czx0ut23#J%aO^# z9!7B>U%WxQk>`y&u{%0u_QLpkV%MsqU)&U=+vs*i$1T`Rrb}U~z1m(4*)K_<(_Y?q zZSi(|T}H7%9suf}esOz99KZxP36#BicCMhi<1pR9vXL0u6#S+1W*8P2mOaE<#9J8) zca6yvZ^OZjcppR`%fh3pk;&SwA@xwinwVV(FHd zu$4Lec>^3a;Qcd*iJtvzxi9905}qx;4@=&FAL|Z^_tP)(#QoxdtOM9GEa<8@_l%yy zjdn?kXca2^U;xd12r;Wq5-`UrD?Yf?o(XQ@+K7`ji z_W>d9{weWDKpYm22F1PNJ{%tqkK@RO?FbnrPe*m1ID*|DX-Hu9vgSYx7C|&Ur8D=*YI8rggu>olh{0hz##8? zgwGeRw63T7I$pQHVIQNlHrZS@S|J2@Tj-Oavf%$)o_Jb35Wv@mIQ5aB_`2roZwe|O zrmA7s`8LDO3yN=Pp87U;>N{cbi6`Nhjs{aH-2=9;G-mgHWp7_wY+X-`5hCd7IPbYJ z68EfK2hVIL$Kikx>|LeX&s_sA-!hyFmG8zMQ~p2l#Pdw~=b7@)Gv$9Ee#koQ1xSN8 z+HGQ2SJ|lrLGd$9_Me07zX+3`$?m<}?n#?bN>johz#pCmq`VsPiQfv^n2DygyPiHo z=bC6a`;BhO1Xe9nXW+uWLnf*9iQngm)668NnMqD-CV7#WINnGzY(f{d>j|<(;CU)L>6~70?a#^NI$#5Z z=e{CpJ_k6p$H2H9lP5!r+YsY61l-C3joWdU1f~w#!R$OIRWHasb>fV4^sbMbASc50 zk&{5Dh@cu1I*CJcT%|N~V(d-7SWXF3zMP6>J==r8#G-yQ)OJtEFxP1tf&TyxJ%d3i$fZ2RTo-AQD zFJU$>VKy(87eHak*>L?5#^IBtP-6o&Z#1te z=@EW~?GI&kmq##qp9FU`cyZTu!(Fy;)i@TtdV!r+JwL(C8bNz!A&qlo9ZO?9q!BwI z){Tg-Y~qe+Rv{OJDJUEG*qbdi9^St5E?J`Bp!dZvRyeNJnB9bw*_GTEbKy*FgjjVQDnCr3k8W?G-fqueT$nyI&vKOnQr0KCd@OFIz225pWK3-*JjrvsAO~I?v$~|v6rHkUZze0jOt z1`V!`M=3_fEjMR@e{50l;w5M6(_`_0jn+z~jC%y^U>n6&!m$*lQ!ATo(WEB;Si`DW`Rg0lE~3&&TOX!vz6bU8t_3DV2z~Mmf{K%R6mQQ&Vtw+B za4AexL0Iujs*wa0OHx63qr52~-z0B_{xvQnhjD$9PlY$Nv~FD5vb+)QrOl)|#w%}= zx97=Q#dixrqZ96juIpeb#oS}o062Lt(d?Zz^#RmZl z$K^CEJ~g8VYJRH{<6MGk9~4F}0vsAu@mV-uxv)Ig1`w3*qR$3ot-J@r!og|WzlBq! zL3xm#VH6#Lmy^KD+B`Ts?8GE$(97-=66N5?yOHf;I)o0Oha&~lUf&rF*yK|XoJDO2uk+1vG|32+vo&qKeXEju3}`oRIUL{|d2Jr(=hZm7 z;D%U7jQ26es+%yA^T|QPG{CQTjeQNNPEuUt7W(B;HNdz9ReRsvcML&QvMcJ65tE}% z*XGFM0eM88z+7Zh9rejiLl*ZWjsrr`>O`AHHsJUq%t2oga;g^wq^A8;e=Z55DS(SxnHl8`*U?_L8Kb#$wRsJd;a`TWIz%w7uAf5$y7UDSu&k&wt z@eH4QFgM#@6dJdBRj5+eUR7OHH9dd^LN${_sjRBS4-u+X>A5xGP~GH0Ze&%B`mV03 zugML~n~dM9PTsN#;ACk2>KXt;(|&=@%uND^;tSAnLrS%Ut4l+R_)S9V!xUdXvMx^! zT|9Y0IE>CDb-ZeEN*^v+-4t4qG{B_^{Yk*aFra}Ae+nMLjMim9WgrZ;;g5~Js#*tq z%U55BKEz8bo$ggl!QT{GfzAfPitJ3ds>ZaPE!Bl;sv1GWmC0kQ@%v@yQec0T0=zEN zWO%9JT!B36zNRu0~P+gG1w-W1|ZTmtHy64wA)Gzr?c&APQsqlSWhh@BsyO+PT+9n(J0^~G zj@LSpS+lub7^WYVzS^^@*FITulo8c@<{UjXO{qJk;I(){i7!NB>W}q2R1Mn>hRB?2C3|4qs|_B*CX_?H$0Djuo*T z1D(#mF{T`Kmy*bCY;9h;K9Ck_V2!%rDp1;5Y^PQR%8ILt)7S7Csv35N)gFMYDel01 zMi@-M%gbJgcWe4lthRXj@?M-g)|YU)inqmcadDbcVom?{?d}=?Qo1%!J)^pO?!37T z)q(1|ni^XJ#a^A}Xb^B2_E@D?x> z1#iIu2VPxORiJtv;5F1$)d#BQR{>fr((_HNx@xY^wd$(p#%oohZwuzBmg{N&fqRS| z)zxsHbx-SR(4JkU*6u}Jt=)^dT30XTqQ}*9HN3eD!@#R!*alu*O}tDUpv(XU=AqC0 zT!8-KSyzR+>Z#w?RRf#+ySi3CYfZU&^k;tkf*G~k>H69@KPkoxl)hq21wt>-G_A7} z^X$a@a`e6mSY^tVqlYG4$N4qD0>)Xz`6gY%`L(J%)7GSbRh0r|`F%aVSF|;$`Q_jm z#bHcaJ2lryacec2;x!Dxl&Gmg%XWHRyi6_kq6Vl$E1<2NT41NMF$ zjz?lj*C`mfOdZ2EC<1ZKpg=a$eKcV@k71Z*=LhCiGkQQt04;3{AWYQS)!7r}MRmlY zHw<9&-JVzzu86nzYMZ6;JH4Szm*ZM?R+~8Q)H1MVN33rn&+=Jo_hOUb=4f9R|2CN= z$*>&doB%YiBDNQ2f3a<`9WgrWUu@frbKC|-u&Jjf)~BZYyuujJDsg2OH#*KsKjO@_ zX?C;607AHKt{-tBJ}1t1BwJLCJHxUui}i&j@y(+oD*?ko!jj#8*R9L9G= zcpSbX+2INN$O%v4M{amBKYZb-{P2g*!=tpkB9aryjbLvrT~J!~IF*z}vLB~er4j$* zR9bq1%C|;xN{`bL!u5O0AE!%IRt0j_nw)jIP%g4Inyf9KLVu+EHNK|+VE>E-yZ4F>a65e z%QCjwF`8C!Po77srOB;U4&N$pfI~nA&_d9P@iP`kyR`HX>dC4Zq`o2QPX;>Q1$1mG z0s#cabqvrZ0A;oqUl!iaoa}%u8>H98IglxnOB(P5UBTh9@pLV?M<~AVFP$w0N`(;8x8Q(0hlJd2A~`88o)LTKsR+$@<6ac z>_LGoJdhkckXw@n(&8}?n=3VTa6%|81q^7f0cgNp1Gp-Q0->=`3wP=^WG#ey45%`c zRi9njkORnfAEiSL(0=v4NX{VLH%Rvn(E|*Pi9juE2Xhp38EpFmb1 z5@^WJst-cbqfKAZ44Lz8GsrYa~$=-6{gpI=1z(7;#Wk7IlfciDfR8u8qS zPX|6XiyzP-JP(N<(tYAb^ax$0m}xKSG~zF9{G5J)?`0t8FX>mvE28`9*U0nHebC~+ zq2E#=g>Y@{f5HajsML$}JGOK5Y5G0NvA!R2WOs;8qXui0A$p1apd@>U{)_$_Xx8HJ z7R5+^(TpT60Zg`&otlxrKe>v3$_9mK@I`!v>b_*E7ip@O9T#X{(c7=+?H?(QegFybe)1kWYn1(4$xK-_MH@(s{r z0a_<=fVNzqT%*^Ini~vyvtV6pq;@(;?ZnYp{IwxQlY`XG1f>2oG*$%YRY$5QOcbJ5 z2C3HpslNnLe+7j85}#iKsV@Sl*Nq&hVvOO`Q6N?1GpCA>QF*hC$~&ewRcpH344SSo zS<{tyD!OMzr06CYmQSPS(3fvV@MY_{hMY)F8eR8E)^*d3t~+daA6zKGWe*rlS7J1s z$7?7o{7^eIZ>{Iv=IA-x;;jUcwcDT(#D}5tP79pX z#2}72B6&;{K?|}-9&<$Um|G+T!j58`7;p4kBkBiG`j)aHF%f=I*2Sf9-T|ewjm%{$ zrflR4PO*)I4ulo0&nsg)3KMzg%nu_zHh>M;k!+(Kvu*A81)8{pjbT|LkF>CAtU!a` z#)tVMZuTyw+%p8-rOeG?jK}7HIZHq>HeSvvMRv^|c=yB>e3bE-2?d@<2dPf{52g?Y zF)2AnP54A%>ihBRr+33YyiXBhG4$Si9HyBBam>RMBws{ebnxe;;N3AXBub7|CWI#x zw>ap&MWb7r5HUfSkQa<#<{QC$Dr+%Z5yyfU55(sy5>tYe02L$#EzD5Sg+(8x$CB*&K53yqiIT|&_=S!7#5!R`3O{SEKRpae=KdK>Jk<%vH* z0{=|ScwUK54?Z`EztDqteo*`kZrMZd5k8^_-vRD##zl7}AaVh%Hr@vRwW&uG;dAMO zjuht7*TG?sfx<1BVcW+{ma?X24_Nvl|zY@7m15lm(^#NO*<;8Pl(#BjL3#Z_2eaY$3SQ-!KPrHvZ9fHmjOT<#8R%hbUME>JOXiY3bIpaQx z(omjQE>>W2!t?(7&?62mRE^KhdHo^E4TTnuxNq9;&m!!7;F!n+HMEmJ`{%$dClReU zg|I@r!&6)xt`dzVB2pz*nhsYv9mbXe?l4ey>Bv#HTA^-@H|m}P>b{$Ry0sptYtDeW zRX|iQ_Z(0c?=Yjz?(j%aH(RVTTz3QDGS|(DQ}(h1u4~;| z%51mU8+Sjane-bM?j|^FH_KtWSq|IHQpShbZdL-@tygTf#jxFb&?RQOYA?3S)HzS& zy#Rb6TtmWk?g>h8wZx%kbrVSJf`Nh8&aOA_#Er!c2yg4(2=qRUsgSAv(_Tp5ZnYk zuhjI!U-7W#=7snC9_faN+YSWCveR>x;i6K<~(C~hX(j{CA0_!*0-(?k$`g%ort zp6l?r9G|^X(v5iDh)q;CBQ9_d#aR4S!Xf^;US5m%@$FKIRH|o7%^m zNN+Sg=FON_>$&tey2<#MAHaP#tOEV;IwzYvq{LN_V;}nTQNyYC(gkFDpeG!jJ>l@| z3FRE2n{*<9XSXVzy+-q_9Ah})lo!wb5!+sVKdNo713V>Olyi2jH- ze}Z8C5rX*_x*_jy@|V!JNdI zVUmwKO!85ONsuy3GR0w%54xD-l%pn2IcnmR!z8C1HF4=b zw3=wsYNGvBR1=~AY9azPF&Szi0yPnVnutJ6Oo57s;4>9!qL>b%+`Xa@YT^Q@i3{nt zD14b}f~{w=nus}SLfh7KYQlC4(y584atr=%sEM>Z@d~R6k%x;x@)4WJ!`~V%fSQ;I zH8B}#VkXqYOsI*OP!qGDB4*+<8)~8)v!nvdk_w?FDxfB+@u#ZdOmcQ=LNiICn$S$b zYCX5-o#EPiovnkmI@V%@KvbTJXT?K9Ks3D#*O$`%K9t* z3NvOgOYqrX&t`azkSET=-yJ?*$x1Pr%ER9Z?gHntX{&JzUyY82ni)zb-0WRqx9Q*@ zJVo{uSEh8(377aI*=hPXOqc|J2J3HB%-%*~uX)mtC(1BKDaYReF2ko3agdAD2ugvf zJlyle(O!vIM?9{v(izLjgt2tv4_)JuAhQs)9`$+TlQ5Ro0NJIbgTlgkT4~u)v42op zA74yk-1$TUEX6|AvR=-a=mzt8=wO4qBn6pYAjzsW}3VVNarRac9Uh?<}vXm ziEw_uN1MxOl5nqqK_8M{Dvl(yc|&rWH#*BzjcAeEEI^w#^Dx0qZ%!WDTFhFTU1KY7 z+9?n>Vc{cbv2d)oRorG+VvQM75#ZmU(1=BYdx!?b!Q@spQdn$uwNm7?QY3B{hmuev0uoWP`sSriLTm)HjR=Z7R*KcK+-$%&A_licd>^KQ zi0`m^6Uk{V9}-7fI6z%-T%6=Fey;rR3Gw-@MdFJ`#FwzJ0Ybls?|RCea|T|G4(|OK zIbfjsd4+41UJ@bBV;@P}uUzKHN<79nafij?8fq6&{MprOVD)O~7Np;X&)e~Nhqy-J za24uD;X`ST*hf=M>P9LMUlv~hS#E*C{3@h_Rmyu+00-CD(beK9EEnMqNz)ebHADw< z4Bx)TUa}SM#mYQy8i+3r3*7GHL5Zg|C7#wOe#T7+{sBrnqbTvTqQtYh*f(61cxEJ& zc;<+}O5-q;_}*wKfi+AIN<8gNiCv(?Zct*Ep~P-bVmBzU8M-e3Ntcpj7hb3V`U?8n59Y)beb6Z`{|_>rQ-^O(yY5kJ<&e$tT3GJ%O9N@+^0 z2R!~~%S25CMII|HivTW!;zvisPq#+=EEN93>QyASr2<0HkeyYZgH1HYv5LfEQQ;{T zi;P(4Rl)zn5-_*r6VGdU=v6?It%T!wMUu%Z91~o^(N82O^HgZl9Mhs@hD}R8;xpQ`yw5Q$+a1$#`G`#m-{<5(ijXEn zNaJ{{n-u&5q!_D65mKZG>taPNQj8r5DaIa=<2^`0Z!|_;P8&5TLY|}ud6VKGNO1_H zI0#bQ3sSrnq&Ngp90Dm0W+H_=Pi+ijQk*|hQpmy-*@#;ELYBa}CS$_EpGz_( zAzc?i8Q7Pp6%oMB2B0Hy&ell5hvCo_99AzQ`9rd7P+r6SP#VcQE*ENYf$4KR4bZ#DS9S)GA+^g$HbOvdH5v|m@nO^uquF|;FX=7oI$5Hq zICU)^yqQUbL7j430?YQQ2&YZyGjPNb3u+X&iYVFS_4lRXVeBdT1YM8k?RefTK1mOY z!}OSV6n`!HlQ680(Glby!{@koSTV@;s29V|P;K9Cpm`=0!vW?+@?w}KPAvw5NR_$- z?tB*hK==f?1kPVBeVE3GFH0<7(Zjg#h*wqubT^gAa5XnD<_`nwxUU+)Q(?{MZ%ZuF?8N48c zrsUA{Nb%>{JF{?zDvquABM+;o7M*T_^hm zvP&1+7559|PAyxP0UrOejZUKLCU+i@-5!1cq{nvMLd<^j2d!F4}c5~!D zH7TD=t43DYy=^vLdHu*Lw-scBfg$< z@5lfYS5z9H&wxy&U{2NWc#tB%thvq1uo(y*K!GkNrp5Rrm5 zR6$&qfERLU4vmv<3ktCR1LcPkcal<$Oh!~Ys>o{_lp&x~(P3L_56 zcMr;Y6Btp4?LGxv@kk=#KMc#l|0c-yVyXZ}=d0EX>}CUdJYYYpr02N&Bvh_^!~^t`h*f^h1$w*#dc6FI zmLa}OY4rH`Ch+l`3owK;2_Js>DD5zS`@lx54L0O{T0Xv}H0y*svNbHjlZxcAtRwPY zhva9D%9E|7*(QHnk^G!HKgZ-xE|Q;j=RZn492^vig$hA>AGWQXkJB;pFn7w8zr(v- z(DvLi0<;_-P)|%k`6)yCDV{dJ;kV)6B(_ET7 zfc!~rp8P%XrF=mG{y&e8{`2_gKaY?8^Z2MfVSCocN99Y+;`lh{=*q%V)MxzeQUu`K*QOW@)-bV=cPEq9RLv!xF!?XuL%i zS~St3D=msxbd^O@EV|mFX%@}4D955)i=r0ouxPtQ*I3kHQM*Mki#jdZY08_ zq5+HcS+v5UMvHE+==B!8$)X!AYPRTRi*B*#Hj8ezXp=>ESn`{ee9n^Jvgi+%{I*4> zE&8oRFIjY_C33lA^cPD6EKy|9?<^6r#5hZYErE``V2Rn5SZaw1ODt1ExYQCI2%uYH zkNUaSlHal9TP^urOT5mK-?QZREpekIZnDI!mbl##hb(cgCB9;b`z-NwOZ>nRKeWV) zmN;X{0!#kDl0UTMQcM23B^O!pVoNTz|>XIiIe-Mi@#r)gR@u9@HLE(nMO zO>l^Yq0RAA178U7}4Ot0kkehA|V>X7sdWMiWLxci^b0n`Y8T zM~}ph$hE=2q47-8(np=?)AujT4On4)E@_?6GFmF7r^XB;)l0|>hm+}4GObUAEo0+i zd$?VJ5Tayo*06{s_cXE=@y#fSMw4kv&!n|fbTn(u>*=XMZSKsJ)|11QDAU<=!Xj^G zwBLm~4!P@#h2*AF#<^%eAH4<{Ojt(dP|IL3iS_hCGGnCYC}(t3o7SZ${TX9Uild!L z>EV;QnN3-T#>O0==P>`~I4a=3*GN;4tR|V`R<3~erIVJ#zh7I>qA4vs6CF8oKiT1& zK=Uinf`Sr(Tih=;(S(9h0kfEtwvAssyDBIXs7R(4j9J~aoxmMU8^zwcaVh{6egPk~ zt)~P;T);aRri0dQ#1$w#l%z@z3(Pj%kU5K(B4?{jjM=mIlt6jdbbUjh`^GkwM6}F| zc}%mk0JdR!IXu`AKpm8rO zL$itqS^}tY>=YH)?NHnz-zaDo=qeVBTcsQYon)J$+quY1a{@O}W>=PsJ}r}4bRd@m zdjhx<-731UU!Z<7ECmM{rX(y=^PJ9POYf=8sgj8}6&*~P7K!!XkRLG~6sWXQ*V>wb zyXkjk@(t9Pw`p%YfFn5S$7|3lP`y6ODd@}RtWCm8!94C+kyF}g;f4su)e#HAfykJBn%haaTAn&NwH&d;crM1s+lXD7dz0-CFg zWkE*c>B?BW&W~)`oTo3%;H)1LNan<~eJQuDV3y`TtC_?4BKf0By*7Y3r2R<2AS-E3 z2k-#Ga)P_m+JPHSPw9&z3wlN#^8r{=$FDBJ)^;;mYSf|u`W6%VygY~$yq_U3Y=q`r zNkY>`Ha*2>CM3%6K_0Yu3Qo-ub;Mx}m(Z+!O_q!275p^G%xSZ_Gd-TP&Jr>$jn%Ti z2MalOsSN4XS%WzsJ(beU@StJLX6FkF4p(Uf0$%sw*!g+A2zrr(SeWo!60%+$Wi-+x zkKkuj{0x4ssuVxJt_*WIDExlSl8@lSwY(hs0u5vt&TIg`gok86{PMaJGDpWw6PHwc z03TgD7Yobq>!RnVu}Gg$@Nt%LXN*O9h0Gf9LS{Ip&*(C1d=kH+;uH8)mQ8fQdvuG5 zMwUn$wVu=}R zK1(qU6newveq3PrHByh^njhnMoYj;Y{_@hG;0f9xK0G>hWVpAFhes~L?Hfe^EBK9a zd=8%{1KQNoI_tQ!W!U@{e%p^}JV})=XsN8s7WKKzXD8x(LZ{xI#up?nUu4`{hJEq~ zG!<1!5k&>?yZAl1+3)8{0eb_R471lCl7)mZe|}_|WneLy@x4WfehGi9;*anrOmoso zAw9FlX|ynPPwvYT9Bek?GqeY){5Cvu&GY#B1Tr)*`|=sOC?7TAF1 zSx0sn9B`(^Ro04Xvq0fJ}`1MA({5s z1Oz;?ZYqMBJ0gf$J*QcTvyAIpULpHDW z8ze4JLrT-!BWJ%cRvK07=5knthND}ArR&K`sx)CA`;@j==(~};=89&tus^_pbqfT6 z=~qtnP~`BIlyl9JsN0#41!}Fzo6(pL_%uB=dAm&wNJ!|AYUPbE^V9H*)WDTTKc(WGHp6s|0dKUrkQQ ztTMDIHW3(np1B1tk8F>82>AdTD69Y3$^OX1=UmSv0wEb)x+P) zh3b_HyF6{;_R=!Ko_Z0ftW|5vYD;Q8$31N&ZQkSR=RaENlTQMmCesZBhCbEu9?|Bi$oBQ=>yiPN>BvFO_%v}4IZ#gpDz4jz#@^(&@@Z;f{(9LRzKHlw62g- zpWJ(Dr~o&SCmwayO*438RyKOu*@?BIu#p>>EY_~;m0dkp}JD~3Guon-y zKvx?VBYi3>=w4%rm&DpZgGJgYEt8bJj4}CO?aKREVwSa&JFXgJ$A360Z?W!7`Dk*6 zC5+vP3&hiDJ>y<_c`o;*6Dh-Ff#KY)SkXD2-k+4Tw-ekR(P(tR@1p@hNC#v)Mdk?laft7RkCezT3s zRf)#~mH){R=4c3B`8SGo8$+V~~0d<`cjuHwEGjK_S1 z?5toSrpT>hW!~=cpb}HBVR9msD|vw!_=KGq__J@1lFvEaN8xmhe*#uYM_5cZvTuLyU>1&@g@tADD2L zAHy$#H^q-!#m7Dus}K5O!MfTd{90^Ruznf8PK8S?Hv}8J!Lrd{!!njV;4m26B?q7N z@*);2`80lW8BcjIerYun^slhdI_}yi=v&6`kULvNWid6VdP#2?e?Tfqkbj?8!k-ox zuJjcdPTAaWWa+Y$vi8rVVDvAqxP$Jz8{1w$vx5F_LWvbj5QE5kO$)wLz$zM1^D;2yhjO3kRfJJj_yOmN6LgZ#aZA$*DNk5LKFu&4ek@xF$O z;_G;;_y&%9e0T?$e8^LdcX_sRd?)Vm+{?Gl_X8O4EU?+ngd}z`tsJ1j{{mkokB>9u zIM9>$f&+1vZWsCrQGI_~-)qEBIJ>0@%-`2v6d6}kmvb@aRK*L&= zZ@{-~f^tsgc8_S{x(ENoEqIA=w>ZkL;X#-1mX@Ls6_(dQtDn#X^yuMY5>PeKEqQ(@prr2iU z%cj_FiaN0air8t=YlD+0iHlwKzlOMI5I0RSY;Km1Tjb+b6RHTA;x^IBT`L)Iw=;6S RWm9hyQO=cd{2~4x{tg>$LP7ul diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1.class deleted file mode 100644 index 8401be26c3ddde3125412d033823a4080385193f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4350 zcmd5}}5qWV!wL?!Ar1Opuig zE4XQTrfo~R;=1+(B|n?B9NThaEgQJIUtUQ-2>iRW<_4UkR&<*IXZr>r4a*6n=a{xp zZu;xesg=yea?Kpwo~@>=G@WWd&3vN}N>}rhNi#6Vy}I9-xdV5?b+|y&R3GIpg-{Q6 zuDoKq_l*LF{BSACBhuNhJlAQ^4@TKsk;>G9=QfnN=CUob3({}eLB3LH3!`JLU+JE? zVH&pS)Q$P&d$JnvsldpKSe`&!;C%SS9@Zz&Eie|PcPpv~iev&k0xw6zOQ1RMnJybW zl*dMkgP)C>gpMNuUG%TC1w>IGR?1!$NbmNlKzH79tYA#w&cNZ+364AHn2N%gS#II4DQ|`jk#f~@=B#;p}RhPlU z{KEXLN^x%LZuwUE=G5He)TF?Pfe82{Ud0!5d>+{(UcylojMoH?g-f>guL2$rI2x>a z?)`bEU|M$5lL9BBELcop2*WxCF_OeFq!eQA)0?)#YR_~}fVq6ak+L>no4&swtre@< zq9`W%z#u`d;)^=2;2IskoEUm)B zgp4cN7IQ#x*-Akbs7fT=4Gsx5&#Zd&yPm8PFsjjoy zbbMO>~dL{bYkYf*@ZCzrZh9-X`1{88BUPS#B0h&r&CiiW<1%S(U15v*vnuf2_n4)LgT%EWPka zZ`rClX3%O|l10anUaQZLboa3-r)s-C3lL+r>T)ycWw+^7Wx-O|XBL_~FE!+%W%@zwBX&<4$_=F~0UO=g06{j&W$`F5q{R(v)Lt z1TOM)Jc=1g`Hr3!(T8bTs&QT+)Hs84DDs)Im{iSo%H|?b;=J}fh1OpGG3Mqj(E-M# zE!=#_S3Aw`>zLn%Z?wSpDS?&wzvo;HCBl<>L--q1QMn;CG(7SMi(AnCj&DE0cb~^i zb#PO-8{($$y&brf)Hrd?(7pK(S0^sje1z)rhWEnb`cFYMYvcm;`{KHNEPrA xEFs~e>0`skeIE~eyzOJ!#}DvBrsa=(!u@24ct2IcrW)Q+!@E8c>1RHE{$Hnq2p|9e diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class deleted file mode 100644 index cfe8e54e9be9e8b621cbc46a5be8c4cee332e072..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3902 zcmc&$TUQ&`75>ghLPi$0pt)G_jkHP-LTF^_I1VO`371&000&`QN^3kw2Qg+eLuN*R zb1O~S$M&^r^`&oJZJ*q(+RkMqVdXIo`9E3hO7b0PxWvdM_G(vI=$t+0@}0fEz0W@T z%WppZ48Y6yt-#xcsjoOrRX3{A_C3AqxUwnhp7cD^vGw7?u$n6tC$77uFH6nggLuSb?dpY#JJ@?P8F6f?R5#Qy+!UyK%{G0teivhE@fLwOCXjs; zd!h&noC;F3xVg;`;G72KNLp{hXo>*u_!G8Q4k0f zQ+a`|{c8o3y&hI6U0}QgWsimYGALxsuG%<$yM7!%Akb|bgOF@n){yb8{o-X*!f^j$Tql5hBOY@;k!Rb)o- znt)zr4(Rrs?jDzcP?J5~i*kuiS$9t}arJbsoBne5j!O=KspxxA5xfGujEYWNiQzJe zBs-;UVoE(A0zH9>2Sf%bjHZ+p7Fld7yOPQZ%sdvI`|s1<2Z<*wJv!`A=Hi9kZMJs^ z@$|jO+s~*TymX3_t{89J3^U!DVby6-Ta#IV`ScGY=72+~)vl|92UTG62crLXp7a(f z#PJ5EmF+)QO95!>2~X$dW+9pf)?grAA6&1bZ{$QUVY8*?kXSi({qkUnAZ$H!9ei4ryb$_;CBs;JF1i`pCymQ6Vq6t%h5@Ig`gpR5Uw zI2A^JSJ7e0nKfKfRUR{{VG?6zDz8i!tHJltBFovydTmjD$G75r|y>JxT&y{({+}jH92c~CJ!67ZHH-4RlhjHK#I_b zEGEeb-$o#zsTYlXLRBPm_SXxQYuh7ylp+6j($mAllwM5Zr$5A$2l$i_YV;z8WR4sL?J zn&O$BhyE3W~u2t7!QJW?0|LU680bm{P!VjXmM#)WTWm@ZQE-~xrb8z)WoFWXxYX?z z_`$#6@e_I!IC75m@X;UT@wv?;L^`D`YI}0$ow@fu@4o!`*KfZAIE8NoZkU#_;JPKl zEJ-KujiT$xDsA}E_bt~k26KaIFP|T~;8}qzR6k$2x>P zKWQ$f)0Sgfj+{*gZsh*aIE29c{DK?soZ{dK^^*;_L#{&x6;oZx9uA?dH*%h{-DP8xOSU(E z)m$^NQ)^e<1K;UB6(}@!b)9B&G80hbw7HCWRp(X;ypN>re&trQVH0%&acjY$c znm{{t>1f7ofu>;I@&#^2vR=!{|2hvDz+2Kqx4dXel^Fu5%`^~r&T^LA1sNu%z@e`7 z4(wk4NuYausxZ}=U%plJja;2P8^n=f{FY=eG%-1GekwOUa;0#-aBgILcw|^$dshT} z0tfJlj+c>6;5lqnE;%HyEo3<<{fZqZ;4Xo!!Mx`#PdKBdWmh~Yup>%?=>&SvtD_rz z32Z}BA!g{TsO0!xe3fR^WV$RoZ9+UKYGL`>%+=jAK|7A=IEq*6Wh=U7D$BmkfL29R z;O$z0Su5uewYq=PTJZ)>=s1p(0xvy~JI6*-GVMZO26E(jQ7)>Oje|jK6j_E+ft%{| z=;^ZTOwGtScC%DxHCQ`S%T_R-syBpIoO;OZVWF?;{FaU^-lje#+lfFttx)ZNWvS>% zG8dSN2$@aox!D1MxhIFs_6*d`xly&t);OPMQDxgwe(lg1(C^g!y3y4*Sg4zqOuIs@ zTdLL+7=3a%DdYoBh7l;>cl~Q^y8*tTYe#TRU>GAx`w3RRus|ro#POa$Yi_(SH8?&r z!b0~Ct0hptR2wF7K7svsN!`C7pe-I%%Q1lyQ6^cZailnTj48Me1=?#Y$7Ep6a-Lyq zYvrXFCpJwjLM>qTTu?-eo7XKx-6AzhNsh0sY}Hp+bZxh$Yssy;)*4H$uIz2?XzI|8 zXh+0>me$pkWNf!M){<=6tDT9R(eMAz(yVS%g)Ldrah)4wx8k$&?hj>&&Ugw&Ihv=` zz$I|u8LMLSsFJ2enVLoFx%<$NI4ox>r3Q0}Ie{0W$JPu-uFL|{Sf~NS;*X*Wc0Ez% zuehd0Mh(Q7>Oh>>L=Qz?EvQ3|cWM3X}ini->w5I3g-B|&>;8wh%9JLhop2-Tw^|G9{e2dHm z9mi$OSMxr5k;dVPH5n@I+3A5KRDb3(sfICrRr@S(TtDU808gs3iJsnHv9qVS?+*6- z#CL(uxTdOm*oznV##3t;3~o~U@FKajt8@>sz9+WA8oG;v7kYj{=a1?RDAj|%?Y(z# zn0v<9JsiDAVrQSYgV$COzl%3--9z?b$G{y7{=pkDe9pBA+P;1Gf>a0T7%t-=uHXbr zoFrWn@*q_^O*J*18w$luVGrpfg=<$ejeAPr98sG1+;tCHmH!=_89z+zjl-*W_ZGJr zb>CIjeHYHIf$?gn`wGu$7$rPwR0w~XA}SjsdwTnBB=pD}$K?>~&2tm7teF~m*c zgEgC0amSN`#Jv>SHXGvV#HEEl&OQ1G7xB(s!#UdE50?M z4L7kuN+XxA*Phq#4WG08a+$ZUTtX~|k8?0{m_aee4Vl9nN)*q>JgiG-@p0A1f)CqA h*~e)g4qOJ}qK|9vE)mREOQ4pDT9$l<&a#i|e*-}4fl~kg diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1$1.class deleted file mode 100644 index 2449186656b61c683d50d467f8f4fab7521c8a47..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 9495 zcmeHMc|aW3dH=m#U|@EE6#|KsYu+m_XaNqXh*O0z2Fp z>u5qjl|WU0l1vW@%(mXtg3Ab-U(GtpJ+S+dSIZ+C?s=CTzN{AkcSnTJ*yQe+@jSmE<&cVFC>|`hp+z2uRdT0^!#9#@hCy8k<#A zqEVp2nn{`huPQ6$|A0aSeBp#Kmr3c;vjsvMi6>B-OwSv$x*Nm-cedWR=G`|A33Qa9 zy(%vp(a-0mkLi{+DV;<>ObOgtJ`HtnV#lmSoRpV2?H>7alut=s)R*8=#2l}Lo$5Md zs_Sr4T?d^`ci;{;)peBT@#3jYVE2sy&J>qTrp;u+jK&M#u%)0?V9T^_9X@{Y_^I*u z=-|1rQ)4FvM~@615ol~Jqb@%p*rQ@M+5{?@s`M0B6ZfM7QRz#a0`)F?Cviz8-2!#i zOxC#nczQ@nrgB+bpsAd7PW#b|y()UpC*U0kclxp4@zJ{k?r`XCkZ%>xK)pAUaurq} z)KeLDE_Tzrz%A5*yP~W_X1JsTWin3hp6VXKF3RE_Ue@fy6AiZ3GDDBnZf7c~~AHDtY2a9&_@5p^J& z)hxD{T)(#M$+wiaKH(Nf2=NAxL;MVzits)Ibs1954`86;Iq z<38%EHNM-HJf%VhlSE@toFX#?hCns@o~*|1g3-Imk8Ii;r!Tz@SsxORu2!Uzf3F}% z^UrAJsJ=k?=u)rt<9;moFpmoqCCye!n4V7QCGizDD|~Tq+eEw()dR!4FevF5s9xcV5q) z$Ql_vYbABACEA+z<3eJ{Gc9VoXgRL)NARO69>$NA)0ji}0$bIeplQf(l(}MU5+0Lj ze43Pg5|8@u2;S+#LwM&pYAa@X1wTbAXjy&mbvca*dsnHV+}7~M_?JHM9=un@yYW7O z+w3*jW{b18oz_xg77Z}CkkB)-Mk{zfLtxYhW!#m7ri@&AlE2xIsK(E*$tY5AN_Es( z4tv;yW({ewUA~~;10*x2&FaqZnWQyC$h0(W2L#?#D!EIAm3hWs4oFX?bTd3+7_+%d zX*=mEtz?0#CXQdo=w;B$B*fB$=aP{9`WT~;CV3JURs1Y|uD%LCzoz?eB`BR=u;i2Y zg$6bWzeodFhBNBNFXK@e5Fc7oC-ZddH1S~-kK-eSx>&jmSrt8pj0O6Pf~VP}pEnlh z6*6nYONHT>KCR2FaRpaZT*e~1N4ns>y2V5z+rt~<$c=;xU10}{lb^vg>6E`xOqhkh zSc|RTI@3&o+LPY6fv#N-^o>cdCzYs^@g9G9`b)En0K;}XjkNc{#r=7WacWTWYZ zzuYt__$}HYJ~}o&FnV~9#Umf#_KwPr=kSRd{5C#G0klaLhO%7@!{&GKdp>0F`&9Y7 zmdeR&(VWkGc2QrI7CwbPl(PI0D>=EYUy1pR4!`{(@;vS}9~1pBOoM(P4 zF|J+RSj>ssp50x3&`Uz~$`%^J6@;xDiuCxgVcx2yH1~p$Ih#HvFti%lCIv-d9yAF0hG|rpP02zj1al^=roRSfz%eTZEzs!CpPX!! z7Oz4||2qC#YE1EC8@5ZRhM|<93wtu%eo-MR`^_1A%;-63LrkRsS<)ae}LP$OfZJT#>433Y{Dd{()Iy)g508N(Kd^n|9^T$fB@%;5!^R}HbPXd0TdLDqHYraY#^nz?P41==v+Q)-=lT(TpBT-_J*PY3kEhdm*4>t} zat@{wDZ^w7;Ou|cb2*+ql$7)u%eg)GohNhrU@)hjPMS&b9Z07Q?&755u;Xyw#rbXG z#~6 z%UGqiuPRs(Q?5Zj8>|SZiXz`Bz#@M7v6W8+H(%uUBx0QXIJTd;hR4skub;s$ zfqTzOSMk(GV_Vu|Tbt?^u@q|#Zdt;!)HKyA`FewuW0L!?d%(x7!DjjJaWBpw82ku+ zX9<7c!I_IIw+5@1c{X~+HBS2yo~LZKk}6|LQ1O!768?llDuVpGzKGA3*sSWM+e}%< zW|ZZUTwTLo$pz7)yrPZ%)Pl_`Xv1~|9)-L6b^h6}zK#BK_2zL&;l-p_p%z_fZC;v!1PPEKZyCY+{Oaj8j}->e2D2oQ(wTA|sbyBs`ckGU zct|p*5H5dCwOQ|d1#hoa@W=`dZA7S)KOF6>U?e|l_1of;&E|j2G<1}9@_H0^FeBd0 zTzU|9@e{)Xgx}8lMczNe`%@Uev%Iczl`r6p_!qnh|Hh-yO?Zn4^Xldo2OVz}GrV8m z^$@RzaYQ`M`x6)v&+`+*XNdQCyiI(8$F5&uPWuLrLRat(kHEtoKaP4jaJT0k-Y0lZ zVAwOm&m&C4VjFIuTs!gC_#Bh&Q%tiC^ejHFTREb{5`(F1pZ}KkuP#gp_D#+iDL@K{saF&sG1u13jUE* zNTnWj;GamzFQU}hm+{Z2v!So>Z9O&9NR9m~KVv?@FHK)1w1t}5#Q9M)QFkA}zY_`& z=c}Y0WtDnCG~ho8RZ&az_%8`DoU?8*>h$c#*ND%30JsNnYuX9QD~rkwo~2!b=d8@! zGFi7>6`s*{*11?a>%=8uI0Y_5ixaz0;C67+AZf}mS=KymS^EaR*K#l8ayi6Va$X>^ zr|pVh+Ve2?ToLM8x`6`Sfbh|Bl5Rlwi*!X*U_eyhV@|oGk2!Q}BYRl<+9>H2QMZ<8 zZGmVli8{j8lBlf4)uMwecG7%1d52`=-07eP#T`{OJjZ)P+*wsa!?5~_o!qTCb=xaC zIpV<%(Z$<$+H|+a|4y4OH*PQf?OX0XZmLc1rpL|E=Wby_xz%LE-8O-WI70US+vB($ zJ12u{kapr)$56#v~MB(O~(O&?P1Bi6KpSGHhVt4XmGh(rQZ0#rn;OL7Sdn_b-90QHIQ zw|@6e&@a`|!q`#y?0@7J$8(b=XdV@`S-8C1Gt878734} zUNnq?tQ5FzTXN1Yc}12jZdt0K%YErS@hp=Wxn-(0&sL^yFDw^_?Wk?sR7^$FxHe%J zT0covv^xOC@KXC{WmePG)Zojt&eCFdU1ygeZt8&P#X_7Z~b@B)IS` z9YhRmB752ynjG~N$`DFA85-?*(^whPQ;MpUOwMrJ?L;W4;*ceD;Ua@K6Qwb{`;>y{ z!BaxnrJWQ~CE0Bk1Gqwd=$z;KHN~>VxjLuj%7jVyF_FYq@r;D0@hoNUe^H>KFC-Zj z4@NMF-Ojt@XKf#F3bR+DPWN0jJnl_F98Dh;ujmpC*JE4Id(d&B%~{}%Mhw!A0SPxS z$Z&SML!_xs78EUOD>ffo&G98s!~s0dAm^yfL~J9{YEqji^47>KpQ93pv{tIOHL{}G z^N}i})+7Bu-eg5q7aX65B@7|MP_H;WlOYfl$QqTPKWB0>fNIVq@3tJTYO>^=G2L$g z!`#EeCfkX;_d!l>J)fi|NMtWaw?U%R&sNX2w%^xU9l#`2=(3`f$ZLNkq712rx08(A zK24|JGyD+ypI%N}tPSEOUKCNAp;qFslL%-4uTr|CN3#=sqy3b%hj&Cfh}(F*0k1&` z;shQO`-!tXOWk7VVYuoR%3YCiHRmNv3%GfPKG&AHU$?HkcrYBzf&|y7Twp*I9Bb!77W)83fKcRh-B>7XC>7^ZFPq4k? z7c{olb*|&ckMy76Ga4h6X9(jc{i9V5mXMC&IAK&!B^(jlK)VFyccepLrZ&)etNmwm zd@uF_mnuKy@mR+Oy6M^Fkqsp7%I7#Mjt$< z&f*J_!X$f<#CdA(2@I2ztlE2?>=-4_J+v<6SRTPCjL{sCgy2BO_Y9%3xSaZ(Ti?348a;jBg3 y5V7zC7D<^l18*9|H1sqKET!=V%rq?6GxR2a5|(G+x3FSi)xsSMZ(4ZE!stIx+2ig2 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1$1.class deleted file mode 100644 index 06148569b85a599e677e550705e31adbcc2f5652..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4023 zcmb_f+gBS!9R6mL5E=pvST9(uQB#2cSz50Jyif`n8=#Vuim2@phOlL`i@O`ZJKm2E zKKSCZPd@lmJ+}37R9^MLKgs${vRo|NL#;iBote!1=9~F_zuWNV-#`Bb;Awm&Fl(6l zvg1^AqatnJ)60%48)My*o@Y9?K9V0%YlXtZIoI@Mu`zxA;%fD@pYfeDhHF@sv`UU+ zjdJ8o8*7Dq>+7i->%v=<6Sb$-DZ+LBfx zi#5CK^L$Sq4@Sp_gZ1^@aEq3+rjN53b$E@k@3_PLg^R|jp<9Ms(Tl!o+LfVawy}5J zWYn>FrJA9R;illKXKmA0@;ew)^A`!sIf1_aqE8%Afg{0=8|V~AlR(q3$wQwJSne)_ z8ARHvrt8>Mnn5obi&Akt?mAV)w=r+Ykjrjqa|3mUdS(RvxV6)UOQmV))hxwGsWjqN zyqh35Os%@l{a-)hC6q1)GG0K8z!SGdViGM#9)N~cfmp_%UIHC^-5`mBNGY*)flPOP zf1;CU#vKX7a7ZBPFPVg$3%%j(;X|M$Q+BE=mQ;Q%klycx0MYA37zG~b-m7-c z-YJ1x2=>3?`;?roRVJiwEEvAQ_z{Z&_lIYc95?2ceacu7rl$)WnEc3=pcbOauUt=9 zIhC+-jf9m`39B*A1qmw`4!>{066o0*+)Px=AD&tE^!)blv>!*8z+DyTk4{Zboh{`j z$Iche7SD`Lo*FwPaHu z&f1hcZkSfhl>&E$*=8n*NAXw!$MLv8q>vd%;>m`SJ|%FpfxA!EjAKwBb$!x{V|XWp z-5{65!OZnoSb*=Bx8itCAR*Ufx#mmO4T0yo=l1$ph?DJ3-9w>lpTuYaBcM5=vTD+; z#zTm^CFF5D--02$z(5Nurb`KqeMf!TWs}ZYR={3_|N^hH_8PnJK zMo{^B=o`%_CGZl?lI)C1Kp9mu1-gPO?&BE@+jvIZ!Xk@JWmodD0;OA`b8m$G%aQ_% z{~dNX%M!4~_BJ7&z8iV#>7WPIU2$?C!MJ;k(YR_@HEPt*iB?@zbwX2(Pz{(+m(?IbMb=FAOl(9w7na*@L$QwI9X?!&X2mxA zdTx)7Itw&KN5NtA&ls+$9(N_xFrP3Z9B|D>cNd;G+~T-^ZiN= zS)hQFrV0xClzJp_?LDq&u=ty=q3z$*`aXsh*WRbZ1R`~e_H6HEv}OA)qaz#ZzluA* z<03sxW#xqvz|gLW#yG`V;aI)P-9pT$efbJ*F=Gf|q7HidQl7JI{~c z1GeL6x`qsz;?Uy!FAU_F?cg=E?##t8q-F)1YdEqq-;h1U=_o$r)+3yV;5-I!0k5*J zvj3d@moV@Z`whyZDKS8!ox{s@HogwH?uL!oy7AhfsR*AA>W8NFFPBype|sFApEJJXWzb$44*L@#Y+&9^UfswuhJ5{sS2lXvzQp diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1.class deleted file mode 100644 index 3a027582610a0aa45e4c5576064d75a6268b6e67..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3927 zcmcImZC4vb6n z`V0IIeyScV9D9zk=n%`}umDj~k5(^GdW&Ec8a^xf6<(k&!=rT3bac%SsAk#G3~np5P0Z`?)eA&o3 zq}^5~TxmF-%_gjZ-B{KHnlueUFRNlle9*<&Y*w4s%?)LOhIoH^Rb5vVT{Q|y#<4V` zFfvO2O|vsgt32n>9K*oV7!ZJ;;jFu3A0q;2WoV6ShUSbiEJV{@{^!QJW|>Bbysl)_ zJQuE=u*{Nhuezl3gIqAuJI_!#95#7*mfK}r*k8Yp{XOk<`f4OSTlA1_VM2SvcCBZ) zayU-~aRkA3NI1$6iKY&)h_nXLhE5qR2r>Ab70sqw@>Kmi%w#wc$(f}!or}n22p@Dl zhNGIXZWg(lISd!0dn31Z?-WDK1AA98j`5{(VTwEIvg)W5`z+7!vUl>wXk)DC&>Ee7 z8vV#kj0|8U`sJ#$5)-r%tIT5Y7lngL*I4hR9F=I@qnqIaz!wIiTq0ov!kuiu%48C-P#;&~=6~r)J6Uttv!26%l zOVINbhT`EE!h;{DQC@1|>%%8+Ocak3}?C;yvLdo~P&y_tX-v zC%mCKE8zwuwjue%eY-`aMkV7iZeoJ$QK@t>1R?@er_5>1S)7zJWIbY~ZgfM7t?c&a zK?@l2PY)aKBicOxIbQ!hM-{AEBAW|dqp&~D!vLlz*$mE?le%i#vs}w-xoV-NB!~(p z&EU3-X}l|#w_T>l&on}$xq>%4Ab>ea&~;TWlLK387sD{|^d^(NkAuRk`wVN*=hJF5 zVK;Re9x8))2e*Xji&PO@h7k@9;6sMC)O04Bm`;up`S0?65O?u$J3fLM#7Vp;_7n9= zYeQlfX1M0%k3Hsk9_KwQ2)Gr7glF+Ps6%P)A{dU zCVi8#*hwxp5?2k=xK}dEHnm%4-E-{26-=C=rP^dNj6NIp2JjgbAMfs%pZ&qY!BCxQq4FoqWlEv0v`Mr#uUeXDFSBBxU?Xxd{w{+eb+X@}So?Cbv% z9ephW+c@?cy)%46W4QJWU3h`sXqAg4q~kb27+W+eLB=tWL9|O?{z5tgW^xBTcl!Q7 z|F85ye?zrLbv)j`gCY8MdFmmqE|AbMz_#&51%Vyhxc?A07rMr_@%AHH?8CP-`XQY; zgYQV{BH2e-dx6sT8dO{-xqjFSbgW4-TcUMI_t;^aMvCSrj|5G)hNlU|Ppi6jF#8Zv z?Fie*P7jhJE)P~Pf1kcKyP><`hHl)c;?eG1Zb*{`%6wPDO**A;L#VHR-~m3UK>8g^ z53u|sZm5A90(Wsk$Tzw7{ZN8%3$ALN+_ z2;`fq?(+wF`tdowaxc|~A8AG+8-JpwO42C`u+uh8ytGI&XTUB}Z`XX9vY}nYeanHu5HYWcAK+|o` diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt.class deleted file mode 100644 index 29c9b9bc0a7cb25f3b87d82fe2970483d25634e7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 14841 zcmeHN3wRvWb^h_gV9 zWb_5-_tpM9J6HE{?wND`^PhX~%oA_kb3cGSQ6{j)h&7KTlcUYXsF_Gx%|pqQX_uQV z)3Rd8MDyDIwX$tsVDpYtENu?j)w{3UH@+#YK?nq|H1-+IaU(I>e94|G%^}u$1^gqi z#PGIcGA?lA%7OV#(=#xZOvhu1=9D=Sr|9NQ8zvJ&Y3kLp%2lYD*cVGB6XVpldC(X! zr3M>P$?_*#^lsZ~T9ff~bl_yod)B-is`fT+b7t&WGf%a9^CSrPdeeJj z)*3(j0%th}qCc8riL{wY81d%*L^>5qSg|2XgD$XWXspW8fxta03;Wn<*-tR0Vn#gnenYyx`AUmF7xSklPg@&%`8AIId3~Ik{=6z@m^+%L zKZVqL8kPcBh($UUpjx2I%?c{2=7=N>O9U!L&9oH1)f|mk>C^#%hLy9al;5`}fEv{5 z2;mHYbKTUiA0vN^hO-!=&ZL$=6=zeyFiB4}4^Rh6t;0Dw&c;$U=K`gl$dQ4hp0c>rx_FGVXl1d0->dSOO(9$`^( z7rJG?s6eE!1v4ZhEtwAl4ZWPt7#?P*xrCI|V-4O@iq$xu0g$tRZLSNbH9fI~QAztu zQ_sO`02gAtjy`OlnT(XV{;ElXygEntW{}O{fHcOqq!xvrg2-thz)pUB?)YCCp(z zeodf0H*qYnFF9s5+Yh%cnHVzC8;l`(_<)8%fyLv-m}yt9 z>AlI}jYeWPZd&yN$>iAN#Ox$6ZQ!;86Q)b|U2Y69;|XL^86<3ppUbda$2RP!@Zr6T z!hA&?CprP9V3+mlWw^YGxp>z}z{w0zq4Pc+n{kCen;S6a%6A%mgODS<*5?wVKnGDa zmoz8u=Z)iI?!k~G8UkIC$GUiOXiT7n(rmcwZyq+%W;!-*Hmf#{7{RCP4K4u=F%9lB;*;hjBXR|BdHz7B6Y1o)aJ`P}a03^j zd+d?h<(L3IjCR@ZI|6m?D`M^<%*{q>%uH$c2$uunEc3RqU-HH8;iEck#7)$}+;0v| zrkRQ_TKU#3=k~Y(d>p?o+305Om8P+g3gUAz0dq3>*p#9AES$k4s`?D~q4q$5_P0(C zN^EgVvL#n{Cr7uct;|g7P>Sqn^Fl5h9TLb@6d9>eCh!F=78NM1A4-l-#F;me3A%5t z5YzD4+_tAc9BTNy(qC?NxXe*3A+t4gn9QW1{c^XP3F47>^6KUd{OOq&^n3bqDbQ7_ z5W(JUTxwYt8fn92<2mb=G?QH2B+JcZMlQFP^U^*)V&`~}-g!;n$_ylM%h{p(aVM9) z3DX>27dI?xs~H=KaaBk>1n}o_?@)@r5ZLCnNH~>5Vjou2r;{__P#@OtmjXN8)5lzd zmpz@xbIkN?pcZgn(eY(`HHTTbRUdJ7&{lJ1FCEcvSGJEkHsu!jugH8OaU;FinAmKl zM#)pV=KyqnCZGz;OU{}NU?klmII80?j&WO{762}W%q~=1+s>MO1};eF1uHHPN{6_A zm`ury2RF^NF0?&)8)0 zb`Z%sLL#~R?`(C}(3d-Y_3=$($q;{3$73=AYYV|w8P!Rrg=~J7dqWOiD+)T5;-~p_ zkvSeq&mbd#o85WnR5&ifMefXzY0aL<<<3#(Ap9O7R`<%JC6mls#oK%xno-yNVVLqV z3Q4d!%e~CDCHrL4j$P+?%3o<(E0T)|Kc13IE%!&+!_ub(tofS6$ziU*sjrVETCo9nVVq7e=^R+SRD=aGioHWw{!ZA*43L1v;HETPD%)U4b)QN9Ka)_ID!$=0oA< z&SHpZ!M?=xi527g;{QWrxpMu1w<8WD+s_sXvYpxB2ReQzqv7n?_*w$cXMaro#j|qH za9D^}k00#Sj~~=MOFV^d!Aji|l%4z@)zRbkvcj(h1j|{i)vRKBjlZg>%CphaB9{96 z#}5WQOGJaG#Ty9(i?U6{8y~vCU$Y_T%hqVKbdFR9{WXCqzh6`pEfFnxOUY7or;v>g z-RAQIOKUC)25QQy^s3CQa%NSw#GPPcT^HX{l6NtqoS$ zZ7mBjLKe;tvTzO|mjoBN>r^h`hu@Ux?a8$ zaWs>8f%OXu-PTAU;_eWb--X9&Ed4F_w@=@i}wb}QM z7W>}Wt?rSQ?wp?$X!M46z}a*_8$BS6-qh+8X?DA=gYMA7VdaaCwp^KpcWS#@R4t9A zOdk&0B|f4(s;j+;k8Rh|`k4}?wkmgZE2*k19bnhe{!(hI)Qb*iYR}epNojU{q@DGV zh@7~!m43)PMwcvSbnaAtI8&)VoCl-rZ3U(Eo#|=+_55C;XkBuc>`^wDHipJ{(6LRv zaOO+$0j_bkOpfm{Q%+6QK$2&S+YNpkz#dLz$zW`hFI^@j0R{RK2{WY*l}w)f={6y3 zh)Hn^-PnQW7+WWKo@?=K7l(Z0r z2SqX^Ll1^f3?DqgLl%7#8jrMqmm8`|j-sNms*=CnzDB`+!3uE{i?=i!#+iq)>^PQ3 zi@Y7hp`xhoUaZ)81dYeBI;wd){2|{lgax7{p^{_h6u1TF$P)Q2s)zIk(Ra(#k3(8W zKZdm)?6_m(Psk zVjMRi#j?e^eOQdo;A8j`-oMD}E?$ROe=nBcDb$E!%6LCNYI!fJI4%L55?YbO1pMem z2d<(dpDI~M(^so-F(%nsjC1)eb{|`dC_8|wSy#fDDzG01IJO+mQ0@f1Uc&>2-(;O! zg1wAua4qk$6vPMk&6JO24>V%pgE(ko!gHAOR1h20-j1S%XfeDUzC1k8EyX!R*v^US zd59?Wb_AraB_hf~Wm!b9B)wW5Dt8c38Y<5rqLhfZ172c+IP&h0_>lsLA4fo^EJ*>S zA@=Qy2D}|*p#UKf(rjFC^illwaa?y8zkAEn6QNRx5hb#3=VS2Qfh9X=_5x6m&t%FU z2^Mfv(S0bA==3%XhKg5H^2ZM26Ggn`ko0MkP7%iCHc~WvPQ#xOK_OR6U8G^%6pbDz z&^r%dQ)ntEG}}!Akp6oO!Sjj73wZUjY8$WZ8VrTa4XC8oR}oVmC+cp-3VZ@l{4vIe zmjFwZ1jnM!)iP1kG z3UyWbLt?a)^9(4AmY|;BXMBpSeo70H7A8=}*%si_#AASC{!?MpN9|rAb`KDD8h(a9 zB1VZiv4FZx$dD7&9Hnr}lESU3yOnxN4y&g0+t}a6@`s4!+v!2YZ;T|L;=N@Ve*2>2 zw>1rC9L1OJ#g}(BiX-^iaol|r_ejTjl;L!WEoUGu#ejPF28t-hBBEzPh0!wnHSUv9 zgk`uB_j4^OOAoNs<0$ckU2QS#o4aa$7~H!Xd{% zs3J#>flRtobSQa|B7n2p0mM#91UJB6Y4fpC}R7b%&FYy6<|S`SN1sfNY+5T-B}r@Y!#q3n>S$-` zm9$pE`N|Znm2>u>qO~&W`MjbvjoLo0XwA=L{~bkZK5DR7@rZ_>Gc`X?5c>FZujAW_ z>R!cJ_&YKR*+Nuuj7@r#Tq@irS%!5_Gi^)Kt5m_9A-yLVPcPs_n{Pb#IH0XvRHWI2 zv*t8>3&D3cG<^z#)9_39ohpK-buEbDJwyPwu+W&0bl%S<9+%@7BE-T4#PDUr^9{uF zM_9g*bvH4?+)X?m;r$U_-{N(G_0JIpKcVM;$?=BaSqom0vNxn~!d>)M$@dvL^I4MbA(HQPq`v1!zTYAFUiU7NuUrAxMlAo+fu@$dck5Bzi&gvH~RS9hV-La~MW zE&P{-Yb^vVe89p7E&R;FtrmW+{vWh(yM_BK{KCSW79LQQ53Aq*w(w00uUUA?!qXOB fvhY7b9w?VngDLJuxDOW=H^>3j`B}G<*Vg|9N!Z|K diff --git a/tools/llm-bot/ai/koog/agents/core/annotation/InternalAgentsApi.class b/tools/llm-bot/ai/koog/agents/core/annotation/InternalAgentsApi.class deleted file mode 100644 index cd4af08b4f2c46c3f9220ca1a9f0d7e95a1cb60b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 610 zcmb7A$xZ@65Pj7MgX0D+h~jqQrh{CKF_>sF2`<6q;;F?BX&8HyX^7sq`73^d2SYsi zQN|iKOf)fGs;cW%y?XtgUmhL-Y+{K}lGjFQ28QrkR;@)t`YkUwwUhm0e{YA7{XDy;th|s`GAb^+3HCw6 zf#LuHwYYzy<5!8Ri***(@42qX3s+aP~a#qj|I+KT%{QsR&X(bQ6w>ThJ=rC9}_+@$a2P{k10%_fg;Qx$9RO<2>A$e LSY(nE6F9&t1t_E) diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentBuilderDslMarker.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentBuilderDslMarker.class deleted file mode 100644 index ec5ef92dcfa5379732f58188bba77a50167ab30b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 614 zcmbVJO>a^`6g_t+y!x<6TU)8v>Z&`P+D&7crh&93F99|9v0*j9gbZ(ZFL^T%-Ldnp z_#0d_q|5%OruT&k3!9j@xnJkrbMKtFx&3_w;0yR z@0jqe^`CO`DZIJ7_=MN_ClD%4<@CMoZ(>gfKc|zduiqQX=w4^SnvC@~<4n)$mAsBn zzsI6v`WJf0r(%tlmGal3fI3@&=Xk;XoTGKd9%+Oq<1vcZ=%Nsz65&aNDmK|;E5bIO Yc0mq1*k#<|nM2KC5Bp3~VuAp;1FICINdN!< diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilder.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilder.class deleted file mode 100644 index d63c5a83da5d996d747108df7ea95cee484f5c2e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2638 zcmbtWTXWk)6#iDeD{iV9=iY?epo!B&Zd#zksc8}#;$jkLLIx%e%-R;N5?ktMWdm;+ zehN=K!VI(w%rKce@_Tsh^sJ>^Y%8RpFMG6S&-u<}zunb8FaP`-zylN+7P+Y(*mhOt zRl{&9BACCQ>Thd z_lNVvE$_4!l=2$=7BTcP^p&3)D3F@7Lcr^`^Bs38-hCq}ZVOYgwLR1%g*wN|ZyQ$Gqx8D}b(er| zVMYSaGJF|)`hq%jn%HId9!KX?jN>*#ni4vrwST=PaTB8|@lIzDfqZ%W&Ue${^7GGd zAyGSEK6UNI}9(54u@4`P*Ih5$dmMabm*(X zgGYy%aQx^{V9w zYh>Bj@lVlkJgy}kr!{rB<$YqpvXPDcC*v1-es%m~n7n0j$3I7VWcrH?z3p!W!?m{K zL+?aq{}|>k-J^4F7j<$W&_0M&@@*!E9`C%&d*`LE`{7vT6aO(7rRm9zVsF0(Z{Mhw@Bre$n4>LtV3;bg;*D%xdU+vSca=e}~f6YKPzZUa@f z?S@k})=ddCk3J2 zE_Lk>yp?%@{>0(6V zRzN0?-D$WmX$jyjjDMZ^4MWfIt|ut+{4ccP1x+DL-xD-W62=r2G|>v2^t}DRUU_5Z z%hOgU+5%b0;&hTSS|sxv*)wq23HX(GfDs=s7s( vy#n6H2PAR7fDf^>2PTli@*a``BLWWu@&X?TJQP?FQaK30*?75_a+_Sj=#j3H@6+C&94vgJh<1ZZrBVjH;#yZ|z^KwCPJ1~GUv<7!3* z+O#1J-S@qrYr4?WexjUU(&nV~IsMl5^ke>i^redhQ>BQ%kJdy$OTt9e)@8Pk-V>4H@Wi4)MRz5zTxuR!X&It^@ z8!IRX2s~5S(ZUi6+6CIj4a;y33%uIbRO5&DT+Jjc#MRbYm~5>7tPrn1t`_5)9o5Xp z3p94#rZZEP^d&9+U`w^|=9ZutY9@TBDy)SaC~V#TleTT@nne`{>Sk-G*qYUU^EOfo z`UvgrWy6V#2poA_#01fWU?+UoMy`>JX=fJ&!qr2y!ch?0(Ia>55Qy}ps^l%qNtJ`> zz)lry*d-8<$_varrs^BR6mMr|q^M_gV_7c>bVV2{mP}pV^1Ac1Qcz%dL@nt zJlEIg?Ec0nf#D{Hmu9Pl#-nc=3?ajn;6L0bx;_SO zw5mXVW60yliiYJFStrh&mF@{w!LY!SdEK3wKRthDAvKr0m_Cy}nVdVCJSwoOuZi`7 z7(qfs9Qy>?Of93EJVPpo=W#%S>!85)iulvIQ!-sC5oR46{_!Y0hTO zBIZUhrs4&R3-mU+E{G@&OEDi3c)r;k-72;ynD9K32x6+tiRV1rjMKwMa0Sx>Q5tdD zE?(7&xpGRHB9?8ZoRG_Iy(rx(u!mNCaNHaV;uumYK8)kM;AM~t9B*QMl@9ZUs^XoOau*mxz|89P0f;>MpmaSxy;u0%H*)qD6)- z879l5p?4EHA_*CVjmV`)c{Baa_$+U+K+n1v%Xw4*WA;nU3y&>N*a*|=ov4}EiPu+# zV@+Tzu=0rFH&;7b2yaoy)O%sPWm(!pahX{=RfaLfz(vqt%K6Z&VM~ zqC$D}Cq~0_pem__L0Z&`ji8hdh#ggCb@hO+uq-pYkEw4_cKme2H81ls)%$XE&cy1C z9(DDG>U+wk`a1kx%c<2HyE}RVy}o0<5wR!G!5JSL(c|CO-V@mE8);+PzT0=qe@vB( z=-{q#&9bfQ1-s<%xzSsn_p2Aad*dUEd+J_;0-3(*30fGQcdJ=EeRxC=r9Z$A1!DDr zSaMX}nRcm|)xDA`dCk>Xh1eGD+O{mSh7j5G?8Hg6F-)#VHkO#=8FctFak1u{SZ87&$PSP!k9C?i)>v99&o2JG~nFpJ`8Z z4!y89QC1>JEOn-hyrsEb=@po=b1X!9XKZG@vs%&6GN!&DKa4(1j@iXoZK*QeKEodl z=1PT(UaZUnQ{4@8O7~ zc*+wXdy=)!n+st#S(SyVTw%E8ev0t9XopIgcizPQ(azW#IP?d}27mLuQb~}Sj|l$V z8h8^glH|xLCTH0u=lJPf!HL14m{jgaEN~Bp{)G7e&V@Q}V`r%IPL*749azPw(Ew+9 zN89`d+e3jBoVkURY(F}x_z!l3+6F^PEEXc0BeAv(ympfp_mHT}k&G%V&#&O)uc0Fp z_#Ha$B1;)}-hzIvH-8^j{z|R=_&LA-LgyMHP!;$TIGm9GyxzVw8muy}U~+v$aCwbh zYqDnzJJ+Wb7M6^*l3966$L6)Npf$Rx#;a}<)(DtQ3*HWLJGDlAYHOZuW%Yl-{xHGh zCrA#^I}29h8~C5_|3B|4s#oefSMNMLL1sV^@XlHa<|H z+aYs)1>{+tUS62!TkxHefRX?q$ghqDLIL9bNGL#TB}0L`cxeTnyF=1?=tpbNkK$z> zN=R0?LD3SrQM^(I{Zh{a1<#U3-mc?3qP$(*F#>aPaA*~;uHXxs`FGd&cay(75O>u0 zcay&~nnHuqQCyW$!Atl$zX86JepI=3e*B6vJ{s-UJiz}mi(YJ%ydFNeZ_10CG7Aw1 zy3B|7(LK*Nw0!sid?~y?g+18obt5T4@;P=LMEM_mUbo*N*asZOy+H><_%h-7l?(8v z@Kuth7)8F8!q@SQ6uyaXUEmKX_%^@XP8UI~L_Sj>^vE8IpDWoD1l_M{*ohCH4YvMREQQ{>;P9RNb7)cX(;?a!J zj2s6F1X5@z`%c*@6gWI^(jKyuu=oWYcM^&ZSQilI@y?C0W^J*RXUad3mLnG~_l*Gn1LJv#eYB8LgPj zYhyKPNph)da(>w(>06l7uhiRKWj!%AF*b8qThWrHW)+h2*~@y)<(xqO zdvSzqCo@x@%ZE-W;Cw!nLtcf4S2bw~o&kq^fvU|k1ZakE97UP6g zchPWSLjp%1k^5K}9SFB0fF0x-%bIp>Ng!G?su`BT*oiK=t6Lz}o34>JaVb>}qYaO# zXu&RlkW^k^?h#er~;1uQ&3=sVXfFpdNrL1Jl)$E z>;sKc0)sxrOSi3O$m4ppT$t5eEw8y66N$Jau)8r44=%Y}GlR_KIr+(RWXKNKp}T@J zGTwsL1as~xdqw_oUd|tsIe)N{^9O07KFG8&Sk3u^jiTz0QErz{6nw-B!*Cdr6;8(lCj2-(c-B@xU&ZOfX}feqE9EO0a*Eis9YcaQ zRtf7x8CHRP^y=2Rk_UPkA61dU2_EPQs0B{?IIPh_jWfP6Jc&~sP%y)D(($bo02drNE3`q`*(gL`4w2h>HSG-7f^vrl}V+Gvl&MO0DK}uZmEh z2_$oxX+~W;8ZQyEMLizP>MWu3XuRV5c=U?lE=JcgPaAk>Hvl*z&s3qBBy|;8Fhd;n zwRJm)GQG6gUXerx$TWK~W~>l4zRc^VI{0em4cVVTLQo!|>{L74Ot!o5m?KG^r*Gblwf@3}a7I^0&#c!@{wh`W>Y^itq z_*QkOkM0tk?J9E^UE5Jj1ZP=5Dqxg%)bx=v-dR{}#}!-+<4L?3*#h8a`Tr2%Dymq@MQOJ#i78Rnqf`Kk%xa)G?b<_NlhHGMRC}OP5El* zt}(1D00PAod9MfLNALn%lARzUvg+OUyc+{~Mrm^GT9>+ZO$|H|Py=m2ujSO*wLNV; zp`O5rz>wG%YU50Rjpz!Fw04E|1cqAJw(bd>2%b7^-Ca~z$;?aq{y zGgMS^KJ$fKMBe-!8xC3q;P8`RXs~=M2Z7+)2x_c|Q{vI^fMku!pQFLRGFXb#p&O1YSTZ zRRZ3d0(j{NDa*K_eS3xjFDtw4M%6$PR;Stc?;?OfrM0UA`!ZY zL+@ZVg!2*gcX%wK-l&nwt$k~l9}RJ)XS5}FxHS^Gh0N;+zm4-;_&ri`;)PKqc(^Un z(jQS02_bp5Y~a~Vp4>|sk0VCg@8ZStk@nm86q($(i|qNH{B0EeL4AYxIlq5J+dah4 zp&+2()12`Byza<7`l`C1;Aq{F;QBr6tzT3yuRswb^7h_CytZ21SDRPs=b4GU`3l3% zjY}0)T$;Z}9)23)7hD)*gn}&K4k3pHwg&Pj;WEC#_75E2Vtbq8f3p1-#}XGWV+R2l zM=ur`!;5r4rFR`qReOgJA*XS2Hi(YPSR#_HQ`buGHR8zRszNDyQ6!k#DDwy`_FBpR z-74aGsi93efwwqcq5BiDSfT5d_dMlGFz0wI>44U*PFJiZR`I6gcQ{uP1oP%8w9_h!&m6?4=_A?9eO@`0f96=n8rTrzrgo6I| zy|xzz9HzB|gFbwPsC?xDf@!>(##bfnYiWE9Ur!VH-}I=zg>PSg;@~?DmK=Q7!S@{W XI#_gga(+wMorJ@W`1`R({rZ0a{UpVn diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate.class deleted file mode 100644 index cd2ebd6b82ea2de1721793a42c95d3540d9de8e5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5425 zcmdT|?Nbv+82{}hBxj6zoPY?56i^|67tvZYF%?iW7SSqFEmgcEXFN&noZE{p{m@~i zANryHML+dpJ5$F_o#`-s>>tqSU(@NcxdifZ31Fw4c82WU?mqi_UiaC3`0dYMeg$w5 z2180WwKdz$YkJ8)S#K(BxrS3Ta;EMYVK9a- zlW8k!7fmaFv*bQ2xfd3m>d$qppj&zEX6C7pbrZFFS`yJh-X@f^Gxm7*k|bkG^_ESfb}w9Vsm`v67-6&*H#ynH0$H2f|I)1*ZO$8(?Kasc?PQe^ zMU`E0P0Qe#*kD>EU6`l^Bcd#D?dG#G$vA;-#hVv9WQJ5?yg3?D!q6CAu${d2)NnJ7 zZju{x%d*`vKdvp>?qaD>NHEBc9lI!8E+fJ)P-78O@U!%SMvNT-Fta?2C_{JliIH8a zAl%X&y=V|2!^zQRNor>92#`EU7R7!Xh+rQSici<}c&iM(k8S6L?&Lh(=Ir7#o0~#+ z8C?v4QL!_Go(MW{h+(RYZ(7826cHTW0||XmsNUBRhQX?HS_N$sT^JDCjxhw?CnjgO z4NNjC~vs)71NJ+NoQ3g9fq@`W4`ch&nm;!_t@rlu*ktA+EUps^@7d64~OPc zN0B0QZ{h5EmP5p{CM5lG3d0}U5+&Ohw9P?oJjYd0{)uB;b5bgIMT(+iuWeDH$d!)) zLuRxpL91BxkDT2ECeyZK(jr@V;n~KTA}uy$upOkvt&45ewhM-CwM=@xUf#L#$wq(s z3EU9R!bummH*{ysaAn%=2Ipc?LCW0xPt-oP>j&m62M3xUnDBn&~{JT}F89BxtB^Qks z%|Ybz&Px5qf_TYS@P99m{n`7(^4|@>8h?oZOh)K=Od{omdfomItd7_OevU7eJbiq8X7=18Jpq5%V2qxqMn7{%!;cbZAc#(F9u^-2** z4n)K#LVw^ zgQ_&Wu^tc6RG6m3P!bC?b4ro>VloqR@koVGRn+}zM3u`!7LUgFsv$Ml%i_WKo_F7c zg7Q9P|MiDTcVAa^gFq}}OiS^N^{J%N(>J{ddQk10X0$IVA5vwxR}ISY=;11UysrUW zlKZc{`zA>Al5*twUFB#UmumxMmV(PrP!1>qQZ~5-n(_d zSSDxm1?2;ZLNpBqt0(CslGH9OSV16{DqX}yRSv%UK18owDL2KizrOThP@6L_!@j!W ziisFgtFgFM|1q3vbAa2t9crHGt*#k{Az$p;DvC}+PgSbT%4LxX7+MHg)Kf)51savz zbWv3aue@{(s(x&%s>jl+XJSLQZ&IZ@%X`gFdawEJ<{SIe8o}?mW9BX0Er}O@|LqbL zgGD24JvX_TDHt?Nd1X%b??vUoKO!^JE?Y48+(J^*!XMo z$0lCmXl(K|27e?<39Hohkc2AEQ-1;dNMI029H;RkT8nvz_y9vRBJ8pj6t48;$t=Ev zgn^1?GIUx!7^tY`Dd@GG7{*9NSdG>NOh@b|^#4E~o-9HmkQ|Swjd}zX-k#l#*XiF$ zy!`-=HUcJE0-kID9L1QAgoBNM$(Dez2EcJlkbQ-J^5koY`r&akPCj`H>Ap~&en;P8 z>V9mTy}^eY_~;GJZ?O~33E?`K{S*2(zycZl29D8K7^ugC+jPz_G;##1IARhRq7eo? zMSX3!2?vFR`9Q zn;f?|A{>V~RE{o=PdRRL+~HW_2yuithB-z!PH>EJjByNbjB{ulcR7|hJ}V>KzY)NFas8i32GR5=w7EC`4c+#w%0OhYr(+ z{)#^JsgLPQ(`4G24#Ptq`qF>Y=~+nz6N6ha9glaVv%BYf=R0T5(Vu_+`a6Kzm}eL; zY<%#`GnJw(P*@vwYK-+t@11lXYO!*k|Qvsy>ApIEB z_Yub+GxY8QNeoejXu)=DZ;)ZUyR_tbW!up!){8PRpg)>=wPNL)OBYv{^%qsg^laDR z`e^ucIo~tQ@YnyTv5;-To9Q~9wdU1`yBE9)((~Dnyll-6$_%&a*^b3^vCnp@h5%p4 zZqwV_7~w(RqjM#qW<_kOtf2F|;upF<)BdQmEpIQ8AV++Q`t=-3X;lGAWcS5VQnTw8wD>8bh4i z+p?czh*@ivS@j4^iXqZ1HY@0eqXowpQZ-t320eiUI$I&(cmm1b=_JGH+UC8Yo$l=khZL6- z`iq(V8|w`se@We1kmHitMrWc*s$*k4BP$#0Dx-<1(m+yEwKh%GqzB9&rJS6L43BD2 zwIwa(qBO_+Ijbt^9>w32i;JB%HrBPcrudI6cR-73atF&La;=*`L?z`Qjk40F9(tHm zkEVSC;($2Ea`J=JL|dT$`R2E>I6z*I$Tw9ly1q}V;aTCZI+0e}3A*-t^SgdB(MBfH zvT|5Wo|Tm&YHIVxXosM6fG)1zaH%;49hYJE=2KtA>N-4yZ{S1jyH?AC?KaAAt%;^4 zxmj1N_sB~^NjY`0W^-iCv#1}rPR+RA{22}eA5>ZKK}7|!@iVG_$z$l8s8TCkwu;WG z&F#6eHMHFssUc3<3y$Gcg$DT^eSt9?Dp3a>t1i!3l_`VvGiW8(G|JOP#TM_O@cjFF zw|e6a0|zHP!(4i7tc1tnlWw(QTBEj5d@R&4-GB^ds6Mn13-sv(O|(3Eo~7#*rTGBO znrMCvGU{=3?o(Qq@X?O_)UeS_a-mZ}D}=oc+ny`#Fs%(xV|wb0__dlhqScnbY`!)-r)coWpr~Bi$i-@gy)y zzDyvEgh=D~l4OS?p=*JI!PqVeJ{=KY@6$|~f%eSL$jtl!`Smlc_Z@WhnuHM;G!i?- z7%o9z6ifjPrRtwtP(BGO^2i zKVno4{SYxx=R=}rLO7kj;pR-{7v#x@6ZAht|Fdr~xPiOE3&}^Grp-Vf@tCDp^%H+O zeMIGmy}mkcIz#J0w6E7kTOA_PLj*(6rqe8#Xd$!rwv7bz1R)FPX$ck9!V0-jx5Jjj+uV|3D#(y diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt$forwardTo$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt$forwardTo$1.class deleted file mode 100644 index e1c433dc8032f1e501010edf4a31c120d720306f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3247 zcmbVO+jkR182`;CP1+FBQUOUth!E&K+foE1rP50(3u%H)TdY-albxp9Y>uUvo7^bP)*Q$=J2UydneYDlX8!s2&%XfNfyZ!H)#Zw1m1VWe zP1li2md$0&G327B8ydIed1YR3a+byy8l(qqa@(?>sJ6CdC8xt+j3HaGTthd-am#ac zlRNV6URBmjm)oXl$OX@-aZ}5x)uN`RTf4=UZO<&Zx@9`@a&t8^oAooQZXhWjkx$*0 zS&NOo3#!A@Yl>O2s=8Uudv48h+gc9UB)03OrwWC$lfG)mdc%?PwfdIvqcZ2xbLs4^ zx~Iy9YL?}EahI1|qA^UoO9a9QGF)h$I3@~Vgcw4zx~aQ!43|e*K|98s^ymh|PPbjh zIQ=dOCvSzSI3uRX&_3a%yrsG2AGe z;lvZ&-AS~u*Na<6+$o4)mkAm|_w5L7f{GzT&5&9VLpUkq8ng;E1Ty?I;){f?ZLTvm zJ|%j%(WQMd%JAYn)gSGMU6dcwaJqL{AEQNN`yx~W3)BIc1-DM^F$^l)UL{vpo6jv~ z2<$DJ1T!7QGQQ|T2KS;E#0TR1eFmvE&2Z!WG9XT06T=L{eV>x{$+w;46N#6Hul0?*9dlyT_lS?N8LixUcTp4Pc9m;7buX%F9lLa? zF4DV9G)#*c*oJEBYSG|pVj!;ydf8Ondgnb!J+D+*QEN?Jf0o{8Ij>sec9RlSOq1J- zhUz$+uBZNtSu!k#S{l{Jj-@d~3YKS=__8i!$5%ZHMU`*pj!w$vP1B;LDxPteq8jU= z;tA6XaYXAw*2GYJv3dFvG}KN|ZT!@trW`dw{I_3`xhD@+n^dgV1{HYfJ+>GRjPxjFdR zK4$->9RXN01|gk4g&M75b(u?K`VtwwRJSQXv@2x#9Wq-ucB^S!g627*5vl~jh$pOC zr`5#kCL zfpf5F3}OeBrtSb7qDYh?mu8Jtrzt&W93p(UB~FMTE`}j7eB@B7&O7)Rk4X4eTL>uF nRPeQeEqtTkTYRVBF}~lTClOQ>w-9nra-ccj4z?YvIJom4<}s1z diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt.class deleted file mode 100644 index b73945bf6f5beab22207ca2e35ccd9607cdb5a35..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2048 zcmbtU-ER{|5dZDju^r=pb0y@1LLs;%ae#9I{o;&E2n9|xp=zv1C{Js9<7|B1L$`Zr z`<6HUld6w>qbgEm@z_7A>YVKWPAnRWhn?N|*qNP~-|RpC{`EJ2dnhy9;nHabLCfJS zp^SDKK`5N2_MLhp{iX<=b#Fb^Yz9s7pfCEtq`?^S`}}}AK36U0S$$tLNSa`n+zrB? zdDyH448JW^M|tl>a>%DNzYe+QTDariSRQ$0L<-+GTSqB)%80NdnvxsgGWK2BQ;nb_ zRqI(~UPR_@^>}VBDOv#;cxtr1GJdY*Vr@9ATNyw7a&72kZn5HiY(dJ$pLK#C4q0&- z?)`5Q;_BBzt~3Fp!;K8oL+wB1VOxZB|5`N&Th6{P^^i-Y9j;VhdRE%m49sTa`(%|W zn?0#38DtqQw*%u#AFPAx6QwIxwt_MBfMh8HVYjs85CAO>Q^=%<3E@=x4NI z!eRmj)+YHcGUiHjYOXTub`R}r_b_YCSy?MXtG_Qi&UX(N&f7`bdSbmt6D78o%ybX) z7Huq_DCTS{ljs|il56?=#6qseC1QCg`Q**Z{Pb_N4MTE+;7<*x60|m>PF;jGUiV32SAz!kw|OXIejuFOk}bte z6nmWiDIy$p#J1FuEY{zRH^aq&&Qk{?w1wl^w{tw?BX~+@er4Y|FWm+Im1;f5=U-HyGS9wqO(PzzNS4ze1`UK2IooIzoj*0 zks@aLG=aNx&Js6EJ1_^AsD-tjllvsUMh_|MAmQP24_|n=jwL!`*+UU4J75|&aB~M~ SjR}og8jeOuV^PD_Sp5&7>sp%t diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeDelegate.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeDelegate.class deleted file mode 100644 index 531b039b21929bc0285702e13bae34a8fa6f9d4e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3274 zcmdT`TT|Os5dMyQk&z7%E~H>mLK3IJ#zeMrDZ!M~B+xh*hhpkn=q0jI9AP6fmdvDY zOdt9~`qamErb*LIr^E1)nf{Ibi#{~nBg?J{A~SUQ(iutTy5HITcK57)|Ld3E0DOoF z!xdFmYK=x!QLCC^nM$S6)RaxLu9RDPeN$^H*<6;d6dIe_ZLO|VRZA1W7#8Pp#!kzc z&2Oo@s!~^ts&cQqrB$rVy_V&^Fn@F}gZ!qv2rq+wPB(OGo*_5cBUH4Sx>3#KPoVQc z+l)-C#PI09!J1pQEzhjC4b9Bk;L&`eSyi?)tK3v|!&FqmXjrPHH>h7|)$3}xu4Nc5 zylq><;yY*@U)dL7JjMo}gT{o1i-EBoTEUjs%btPwTK1{u0is)w;t~}K$wL%+Y zRc)%<8f|2_)N8imqobt8N+FzrEMWkH44z3o_TwE1J`6E<4MJlGAC(K?G~VrlfDwkP z|Hd;R1QFo?V|0x5R5ux}odl;7l|);hs#ztq-XcvOyBY0}*wmiXDNvQ=)n;QyYg%7r zVy*|;DWOpC>(*Djd9a|G+?Cczj+l#6n4I{OqoGDd?l@WpaGpDcB84G+V(3f=QC#G_ zzt1po95W&&8APJBVEcb)GUgTmaZCjfLxS`;d1{KdOh=fVBZhlfbrPP(ViG9{3epTd z`)ZuUBfm$q|@xJA+}SDd%e z=Y}%aF#%k6f5FK~KJ(*F%WFajiJqs7Z0ofbzjeZM zRlGy{p^{K+w3-zv)a6!n@tLJjacCIi58rP4R{XWNl3kTt5v66j!btJrM5nhTO--aG z+;_Vr-Z2r_xu6LxJ@G`XX{5j81pOi9muPL-lHz$Obs?2VC1+++)JxB%k~gIIqQo$^ z)}qUJTgw@{x~Wq^&Hhtl8TyKP)ljV#XU%)dz7|jAbwew(w#!;`oflx9gN=$>FR4wP zkDbZro4DQTdFX)tqNP@9E9#CTCbijK(mC*u8}$sM4s_{=!Z=5FuaC09gD|h5APKZJ3uu+VP0`0&aKLBzsI(cXw^EyT;`NlJ`R-)D0SaNn@UI!-;U{CBpHaFdUzH zj?sAHInMlGZ~u(GVR%WX1PS-)C*T2wsQ)?5Pqc;c9>!@zFpi?U*Q;ItU(jklKbz~o z2nZO&Spx9ddi+5^BF$wJ;R{@kA93jwF2|`oQ<$Fh&iXyqeWP9)jy`+^>3-s8Of$T| zl~Mon3w-b#m$<~km&kliARaOcNJDsy1Vj;n2%m_U2!$R-V?IOuTdzq;Pj{VUxUJ)) zh#wmIQ6+1(F-C2Q-ZZ^4*s|@uN{$&L7Ut+D*@qEw&OAB8OVZgc7g^lIM`S9WJ5O)N zRp+|y;3T;4;&XiJ!DHGW;8Up7{;yLLW!qGSC8F!&4R~_6lS3|tyI7_c`5abI*Z?ze z533s(G%;@C6BBDDiY89m-=K+z3BO4{1BjZqXyUAinTGnhroz+aoPNc1ZmdMyfV!Egs8Lf~QNDj!A(`rFA49ys~ zGTNZG)PA7dbW^hvm*#T`-E_2qsTzq?(avjT zW=zdZXVktDwIrD-nrTP3OgnMhe>>RkuP>Cd8!B;5rLDZS!lF#zkY!SGQI*{Kd&V|0 zvt*xVP5)%l%om-$$%&#P$7B4BT~g=OgrS|V z=LG)!|I)A0Bfg6^&~g*5f4B&z*QMcG+ogwe)$malcxoNY*YQ*s4G3?6f<}Q_H=zU$ zuES~#_l2<)5y@s7qldaNY6Y4rV>XQK*dgh53bc15H$ac3hEb1}5NgpX5OC&nTi|q6 z^&Y)wFpV18(^f8TXfj&`q8q6t(5Rd9R#x*XiNL;&N?SWCrvz%o+It1!RU|x6qK38U z;_NBSQ8TKeQb92z(B?-S`VaZ3HUpil8DHMcD(4q!eDOW;8 zqR zRmhS-N0k_mE-IZGeN{0S!f*oyF%m}9OQeqq^scQ-^>hs)DG<~av~grld?-Ulq8QsE#(Wkk<0D!US=a@Kfh;HAna#jP{hwms#>VkB>`OE(nYc z&1vau-eNAI9evEo6)@A9z{K$Qbs%~kJckm(H-^GHR(IW;S*2B**K&K%!tN2Lw|*UNLr=fY|=XJtlJGh=9W z`>sSrL1b!#1_ z1)eQew4}i%qHMK$%Vqj(q^L|Y>+I^9;;(yW*K7#qFelJgO=$U>;Zx|C48@4EH0+oZ|<$^YpP z@+b%-(sXdtv7-A6Z1;28{^+#EGO9)QdjYUNdYJ(lT`Ac0;F%bbho09#^K4kj49^aM zqgBz{tbR=3cBzX&L6Oy_2k{xULFt0VtQVLpN2`QQpAP|^&c((m9c8?nz zJEi+h;w&3XcAK&R+Y;gd`vQ;MdDSS=qB;+Cf%Bz9>^Z=(4wWt|rk zm0iBXYqfU?$@91>A$gIVmG38sRuEqns85ckCI`lcM%W~lpmw1Q<16^;7QBqFg|P>Z z%l)qiDER{dPx^%Gp(sfY3LLKH^$HEEC@t`Wr|LRFg7|J2U%(foZr>Les+u9*L0G-9 zs05IC;@^}6ww3TGYiyO=yzEsK`2ZWbtbD1Vu?ubw%U)T@5TV1%*P24h*Fs9G5>o2< z*Q!L8ukCJX4m2yHiuDZPQwklat$8v0e!GOy&UqRne?t+xe{UV*zevW5xoNH7&xDhvsTGC{)wVUB_FG5Hv|-t7OT06l zr8Q+03u*1RF8Q^cDYA0qv~#+xQ^0`9_Qd_a2e(EBEz7YTURS)WHv4ylw>gFdpO8(g zbi8chfk;GNM%|IONz(j|D++$ddEOdVzOTDGS(Uismxpta}m7v7SZj ziq*CSZlmo_BoX)npNBj$?8amK0$N;g!hMqh757bwl0n#l_u>5r_)3JZO=c}QQKa}g z>i7fRy@NwXYGZHX@SFSsZo5yZG+Y@+IL>t4!7-9F#g_3*EU<{ff5CAD7usrHM?+if zExFvajKNc+Y3}A@mrF=9Mq{<4Uc$IbyPdRL9hIc+p7EZ4VsG~yO#TCp-Nm^Ja{m&Z zl{4>PMk=HK?Jlwxdb)4JJQBEze2GK~k=WR`Ye5xj?X)CHjg@mWr| z&ppE&_T8g<{DmNIA?}jk!aY1$HZM20o9+>?ReW%Z9ODGOMwsXj7M|faCh{;iUKItr zENt8mm+^*}$4#+-WzI|Io#8n&MloGfLBVBo`foQFL*Cp~a-DabC+EDko7hR(1-g;W z@*UrS>$u{^(>7Vi$xTMl2|84|z4a~>iBpq=QvyZwuF-Q+Z!e6Z9^Fb9wc_(GH|}*q zM)5=Da|{_4Q=k7JcS-({SXcKFURs9o7QViOZ>;7US>YSOH}NgXQA4l=ES%#ht=bCaVq;thY4Q7pgT z;xoY6SA4^2@Mq2_bjI5p^L%@P{@!bIqJ0WV5+6unANEi2dX5fsazIQYdG9JKj`t<3C!lRix_ue`8 zo^#&wo^$8*f4%eyfIIM4fxVg$olU2wquR7?+Ez4~&gjueD;1r{8mUP=6YY=p%aH?G zMoXpi)JS?#-<=-{cZN+q9n`IC%C^Ft3WUHvhiB7v$}pv%bk;UZ-HIMtn2Q>wt!GRv z6-{KVdEJ~G*5)QAwcf&PIb|wqCT$~aTG2gjtEs!%YLAk(9?i;IEKtZKIWuIXh_AY_Pn^q`O(B9iXgN8M)*~u9_)9b0T<8zvp zzByqRJS~mK$K9Gm+d8HzRkGl)Rjl3Hd{~IKmAhQUo78NLTN6_PK^HxV?8J0No1byHwtbcc7O65ooMOY^kERjSK+N%% zbcnoN5_!AhJgc1ns<+ch?JkkGUp*`Zny;iW5_rZiEhA|~h*lrISq*>?V+x zSuf74rA?%C1=Qxc}VhY|XP-Vz%+vyBlQ}BS3 z{~X!u@AV^ru^J5FP(j_x#ueNxpv-922r~ig*wlQlALF>U2KV3yw_>u}kN2ZXcHAe> z;l+t-(Yt~V2;5RMTd`Cq=608%6if(=cuBuD0$|O;I%QJeOp_3 zQIHkb;$hqV_$o;sib5kx^SNnz=(u6ego<0J!betE zEg{K!+D)(@Rq+5m#u;ImVZ&B-Ue7ETRyyMVL!i;iKgGz*qesA>e|t`w4;u?)qY^(C zDNLZgIBP7;dCt`ON!?<7?v&?+zD@bp9TqCFu7FA|n=8yJmj@1kuD2eAEOo+0SPQpt zzin5a3d5b;0biU7^S!Y&5m9&`KZd0@B!35%otQrhDEJ}^1rKl)t+-sSD)_R%ZC(_& z9vLb4D$B2AMkind#!8cjdnECwKxAka&PD{M7X_D05SV)FV*4VjYuAxnIN3!Hu_9$1 zEE%s_W%~ani-H9$m8C|Nd2|chea(DUqKZc#3Ox58kbLC{(-WSh3F~SOm>&D}uIxG0J*(=1E#Qy#R>Z*qgb)WMU zM~x&xh1MRmCDa*O{f)P?|I0rlaiOlz(d8^)@${n>iKT?eWJ=Q_l>fG|SRi7Ht?Zlc}`DYJhPxlV*9P<{`4jkn%Qq;f2T2gIQAPoPOA_ z46fU6nrW6Pgc2p*=#Irr77;5(dCK$gG|xCjC1a6CJRsncM>5_6^6Li2e!~$T&hnX` zDx7|PU2yLFdQcpHo^l|w1n2&itvQrAGPg!r7Eu>zT|`5qZ4sLy!SY3HiBtqD&SUHI zoG9=+UU%gu<0jn9Ct$0)xNON~eNLZTSdzw8`QZZPPAi0MTspr=74?!sDU)09HFGod zob%=qZi@vXFJi|td;;EZu5x8i4)A)*5_WO8KZk++yw~M0G{SpBten?Pu?k+d#45{r zl(tyaMcg^w7EqV4|2z)la4=R~)}sciE`VQ(Vl}~<3wWQvV;GdJqwMkrtAqX=v{-Fy zLs?H)GCth>%7{iyo3PRAvlSKUzs z0}6%|d_}?6I3}EjgS_1%Uvg&u1A8yg+^dTlbf*2D^JAzZucy!|<`5STLK6?MI(`_B z3KLI>lX#ZxMezt;;@E5A6yD(6zw!Qe-X#Q15pAuwAD_U3bobMI%D48=)eqre>USUe z9$~ABt#N!3pQ3~BCu$$%3^}q5pT=iU%jcW$Sz@^k8V=)gY{^4<2A^k3;Yx41FbiW5 zUvMy7FH^UR+(Vorq1AX1zHtc$2?YrR34_-2_|`}pA>H3bx18m)JbptCE*p#ZZNwQz zFvZXt+bBAZ&~FftOv~<4yZM&Hb0E^vdJf;u!S@25I)`Ug$_*6d2Jj=AM`}3YC!z+U{Ale6+wH__T#$e#twWzWiNx zpZ~~vIY*y%6)VG^*yF>k_%m(t|NQm8oWC3foTjtFbo4td`fU3Ve&a(Envc+l5qW8m zmsX2(+Ge30FOXw@dIV*0ycow~9OrO8jwM`(<0V|=%NAb7&yJwd!YdYDwUD#$a|^Fo T1nXZYsE+9R6@O=(slWa=_m%)- diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1.class deleted file mode 100644 index 92cd663426d7eb94b89291d7388a5ddd32c8e9ed..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6493 zcmds5+jA4w8UGzgmh81Kh7dqW8(dIhBVU9Kr63D}F$M(2CdiOdO6gi&+l$vLRl72# zNx^BGUebF@OYfJYP1~dwk_Jr6Oyik$CK+b>(3kuLed=3ZI@8Ha>F?~Wgl$Q-ar#t` zclYc$d%o{G-}n1&y8E9${t3W7%nBq`JwB1mj>Xk6&9tp}CY#sdBbE^#F6hRHmXG(O zdgRJUHLn_mW(;IUw1e(av@--DaJPRVYa6;Lw`L2rZfaKi;?!hZH*GC%szy9ruyUF? z(yvYqkEq?nujMDB1v6voS<{Li_C`CC{gniAgd+ozoVJT1^}4SIRZHt0N}0KWT_QeD z6#12I7F5Y6**-K_u;qvQyZbMyQ)=8$&9V64@I@^n=LFgwn$qskZ$EvJ2S53ODC($rmM7G<>cMl&j|7MV(!V- zCA3YW>-OcMvK_lq(@9U$_Z3N1x+-|LXGpeJlx7()S|_ypnC4-jT)Orm-l`~O1x)8d zzi(R0(0Ez%lx7tSJ2_tst(744?%6NpfW#~fi(u5GTUr8*i{TYUJ;HVHVU0k2bfknQ zftHn8EsV8jlqA+kMw3$80!_tpRl{Q#4`GAc^{_y+B~|>qiWPW@Flw<$K@Bzw1nhC0 zr`f+6Jd}bHy}3S`$xh}BO&V;T%+-VtSfiU$*$K^ySOSlG9y32oY%e#nKu3iGO4XEt z;2~|eFm^(-)e+TJDVi7+hOj#xc$A9XvI7dMGu}cOiW`eX?)hP~Rbe4J{Rv7sdy$Tfr`TP@u+8 zhc$yTr^48agv1YZwboEbsp5TiLt>!VuA6m1feJ zY>r46D#kXa4k<4(R*)^rH4w%bJf+|?K1A#}wL>Y1hwx#61C=zrjLjG1t`I&VkZP$I z^HylFl0=?8KC0k6E-)UrVNGC91s^FtYDFhiFGpV2 z$xmv*^spe_buvn4IzA5;F;BeZZWlDTwmA?+;3pIE4b$B**|#GRDr#$+v*f%(9f~n@|@^2 zkrTof1Zq7ky1-aeLA#S|hJyTkY*zEp?j@#Qcc!xp*!s{+0pmF>%Q$s6m4V=IbQ z<&IfVN)^vZF5eP3?d~WA%cWY*l{Y~G|16%cN=;mu&x5!~d3#f2S&9x;e16#aA9gq8 zYL@--x}pH{N?YIL6f3w1S)%%B$!Vu-rQ`WVXx$xiGm7G?^((&3K4osEac<@j-%+tO zP|LA=h(=$`x5M8RYz%P0cT|!42#ETmYG%#Lli7k(;JUGv!OH3T1rp2Ur0Sj?!p{ZH zRjaU;D1-jN(VXs}Z`#&aQD;r+wPs2+3QT8zO`qsFsZ{L~ zl;h4%FG?)kR2&^vTAMnXs_$66qN1H7-PJUzPH1dV6wlWeoaQjsj@wGCU+LV|*|u}f zocD`%-%#4w>mbxChSB|WnPJ5^wC zoz%|gmQKDsrkQ1erU^*#QEx3}vf5m>wIS;?aZ?^F3o=j0j@KK@|)jqbe;`f4WFB0tvAsSYrBc{vG$wT7z;)MvxvOP zC4t}azRUd#kKj?haf8QBjwBg6dk^rNLkR!oU za>K`O+<|p=ePI^UZ}6Oc{EqiOqxK$J5Dvi?!e=<){yF1!(0h-n^VUMF1?Q~_esYh< zsJQbUZB({R?tr_k3d4I?Q{3io3bD`x%~#wOT(BxXapc4ejt&wOeld={LPt^(sG diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder.class deleted file mode 100644 index e5ac310ddaa3c3be1437da0a9a7bd1465ecd725e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3442 zcmcImOHErD zP1S0;<#M%RJGxrsrdqBWW>t68`Qp5wJkcD@G<9>)uIdX7QWT6~KVP(V>+VcxOWV^_ zQ?qL7Qh7_SxVfde+nF#|I-|}OUHMf{O>VUzH8+=I$iBarD8dYpykQyc9K-rp!|J+g zm}<%3ZmzU#yQX2OTYEd|M%}8ohHY{6zQ4)_^nDQ~o32?pR|~=NuEBRTx3Z}_x$!l| z>L;b=Qym@m0+NpO1vb3P#(cV?mM$sfk9DV}7i`Pb_uY1_=^!x2 z{3esFx+Y?D2Bob4y0@=aD0;TFtn<1_`kGmt%ca_p)b#l*amV$N?bOsQ-7PzsLD|zR z%XU30xw>e(i*?f^@bp*&WFCXeaIGcj1_i*eG*c~Fu0ywt3XdYraEa1d+4ipsS9Ww_ zWVqocxfS>=4y*_vHG)GNeYhawJQAdON5nb?g+Z=1F%!c8!?15k#im;G(N{QHKXRk^ zfCOw94tE(wP9iKf-lE$t!#DYY{F6i_d&d6jGpE3N<=C*H7S9k<= zcPa1V)qR9=FOL!2kTHs}I}M}l z-Aeo%{_5g?XFXkT*riJbD*yi`*>k9Ak8YOY3S(#~Fp{`Ha=m>9sow&{G| z5IaJORGnmO_3&UumIftRiqS{&;ejkAhMP-4Y5fv{?z4&WSa|U8AQ_Gw9wZn|EFoq4 zl&~T_WZo!cLJJ#2R0b2_p#deKc*JQsAf9QKiDY_|JBjGfRE)I~d%YuBiTTXuGO`j; z!h=*l}Ms*NXlHGT{xCVTwET0r=DkTe+-LDqx=DRbG5H&3e$x~BxNIC{r0EOeCgKKLie z%_j2>#1qSGS3RdZ4Cwx~!1#Onu1^1B+X}q!{y7ZiJnwm$OrW3BW&gRlQZLsWZFkde zG&i^DciFpQ)GW=d3%)DMb?WOodePc5xKTFs`J-0?wYCC14j3+!=z+Ib-zn?Pszy8_ zly*fk*EGivd;f6cq^#!q;F!>O(Xw=>U}~J})Hmf7yY5u<`-YHv*%z_aW(+2&+xAeU zhNxdtd#BwB?Ig@#mF5V6qL*exbn_-HcY;PuoA_G!sR_{CC`o-vw|^lSVVWPNlyk3f zaYE^*F|AypF`0UeD~GuH8$M~SMt;ZW^Hh3*y~6k*Qm=3`nR{^aKSvq5#fk( IWI4Y12XkfYhX4Qo diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$fold$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$fold$1.class deleted file mode 100644 index c53eba36d5d4ddc78d3bf813f9d41948f52ea5d0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2153 zcmbtV+j1L45IrN=5>^y^0Rkb!7%YOVB)bmb8p$S(6Nd#Qf!O7jJdLEWGS+CuwKJ>A zV?Kfpfhq!3JWv#md=y2uB!fXNRFocex@V@hFK18p{{F|$zW~_8R|5B?j=RovV%bqP z__*a#6}P>Ko0&FkmB!o2Hs5?LQ)!Gc4_#aN2P*BT9cP1j7Al9%v@17?5ag`>_*Uac z_GN6O?Zl6oN2(QSTaB&@MqBpnvY@T<@ln4QYkEJm(!}gZ+e`-SY|=Y6H37=$f4x$~ zj6l9o*$`M7&tPzMLm--z$z9dVIuBHkZ5bq`Ar1vrCm|4Z16i6pLHaEzniY`Z>9GQH z?pURR+GyVsm|?(3Z3*0#I%4pnA@~u49})P`2>fVLXn{gqTOGCp)LLWOPgy$yp3~o^ zwtgV++w^hj`-wfyLT&$17Fcdg3S7TFb!{V>QY7PTI<4q=std!86%rUQ4g*DmzfJ}Nmhka`OJhe)=^|Is{*s+ zK^f|lq>O90&ZklS`JlI!$H&8Iq835TPR%vlWGmvPz~LEaoM6gB>@c$}hT6xwBkkrS zHrLKTvy4~qQ3)U7V}W92h=su3)VvsPHG##G{7((KT(8e#E5{2Ba?xcaFOYjS7-!Te zb9=gDWyn%RwB4b<08d)ilIB3Bnm_eEF9MeyXEe=wDzSa-H63mLO$*}8zi;`!(o^&! z_=j0Ju~wx!MtZNPKj!b*mT_KNp3P4kk+ihuvb3dkHHW-7a(XZp5F13ASt^B}0*bT( zFR@$zGmYc|w=a$BJ9Lx7XS5R620Exw-=MP{+HI0#NX}KSzQE<`wV$x^J#7W<(z-Id z!aI1Ec4Rbi$=WI^^y<+0MJ(byTp??Axr-UP0hZb2)oS$z#7i5`Umzy!vJll@@xhPy zm|=_$_QKrZ1GPmF!d;{t9`J+&vuC#WabOfZkF L1fSz}g6%&6I74bI diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectBy$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectBy$1.class deleted file mode 100644 index aaf9e5a65ec56cc22373f53cb8dad867eab5ba20..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2104 zcmbtVU2|JC5IwS;IB{K?1Sph}kP=f8xAjfRH%`(fX#$rzEkiPSAWyQbx^k{{GgrEv z^46aOGZbccV0hwzAH{HFyT#y6{oom2?MhnhYFB5E|N8s4-vMl)CU9Ts;4F??fov(` zY|w}k6*O%W)KeWbRTAukJAUU|naC(o(Sx|D?4e3pYA-fUJ#i(gBGquaKa@7|5CZh( zB5k~*ICa`68??KfK+`xeG79`LZBprUY{JfYlt)$|TPv*#EY#YvD}zXyR`9Uirq^n3 zYoj;b7O2$5IKQXrY3ooq*_2N5uy`b}GA@J4nWJTtWl7ppv{yjI@-qUn=ZR|ShIC4x zz+5}5MoD+M*%6p|o;{}xfxA*yd^IcmYF2zTE39T^P|eD?y9i8gYNOq@fLg6h`Zm>< z)N8o@)wL6WKPQi~c^sPa)K!lkrq0Xlae+5)O`O{h?ikM}GVLB~>v6O@vGZyXSMlyF zGFT*lR>zmIh_~@x0XZxSH zFwky~!*KN_wJYLHd|JRK_)H*Q>Sr!+G%*rJ8%$vSIRb|GF4O6H_R9EyTrAGKLVnFW z>9HDnWA;e5jC5&2Hp}gi%suVK4H=!tMEi$5_JhFH?^5z~M}?-Vt>)6szaSt&{=e)0 z9y*E?{~xnrXpBnsB5AE+M_k%BjVQL-c#3`;6Ox6aI87SrK>Lta22M{#0%DyI$uX5_ zep9^>$PeUhzB*J<+*rHdsc8{|yN?)1_(`Q(xwj|1b z;G-MX5Pc&n5|$O>7{~{~A;cosN}_ebH?j@36NjyGJ}P$k;?qc)C}WRiT|2uf zbIXAr1XTp8I8dD7KT*84oZv($bkJdXdS-jNr+eP({p+9K{{XOzdkT-VjrNnI8|kj` zS%}(6YNAeXQ7gBuW723fUX?G8bgG>*?m^Nq;l4?`WNrBFhu0*DjK?*5^92iH~~+u8awV#^#7qcT6kq-Zz=<=u9^i z)DwldQTJ=?XS8$^O!!ACmLqU@j-JBlS8mU}w!(MXHl!qtK}i}?k_JoCI4((JR7i!= zlJz!QQ84qH;}*F2hO(TjUvptc;qUR|EN#dBAkUiH5A#gsl~IA0ZjPPX>)>Hf$)=P& zwV}4Cur_vtW)<(^y-5^sj$oM|UCS!Y;z9*QTvRB^Jro{~eT$(y6{c$Kgvd8S0fj50 zE=H(Y-%s|4mBzD#|o$D);JO>uHqBS%kIL&Gm=o@ z@-WR$;<=0)M;silEtSzw*naum(tV!fzAe=b(Z;cMdlbaqRM0Bk#$p8#ZYh*&FUqks zHb#c|r*QTKEKYR2La#5)tRO;(U`f@!DD0tyLn|7oGr48EUT1k~h~ss3ZF#b!t=*1J ztvva*2!%_JbN1q%iGAM&%dOS_;6d!X{#E`1J;OHsidi-G-lXeJhhRvUGk1O4CBb^> z)=v|HwX&7uY1?dA33>6@>CR9v*!@)ysH0+o4?}rPc#?=IX5tV8Dtip^8N~|v?y`@i1QjpnXiSbREk)q ztZ*e!fD5=oSrlL~wj^7|2IudoouXa}6mRX4QJ6$!mtUqtR7IQ)1m&54X?)IGf3b^+ T7+=QtD#q9NCPouWF_!-Y#Ar^S diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByMax$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByMax$1.class deleted file mode 100644 index cc6980c9d4370dd4c49eba273e751a6f175fd641..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2328 zcmbtV-&0#f6#h1W1VU;7wYF9&N?IW;xuvaENuZ?^^lJDaWO(6e3ET9-W-oL1-VDC= zfAAmC8LKlsIKJv1<@jw9Xj(dEoXp&N&e`3wXV0GVowI-c^ZOqFmarqRDFg2~3>%(o zC=*++9!APLwAwpJ0)40=Z^d76E88-XS}VO79xA(`qJ~-xO{`Aif>m18<0n6C$kW0? z7D8aBQd?ZC9?6#Uv@{KGHEf=6`+-)K`C6^KTwbmohp`TfJ1tD&z$oh-wVGZ)i;9np-u0#>HRi+AW-V(+f#Lr zG&WQ$4`nQANIVmm=@+HaaZF8}X4p?D1Wte>441I{jljsW#MIr51;zpfLdIcK2wDQU zraWEKs@Wclaj++KqS~XO4iio8=}80))&(BRpyYB}>g2ZMa$90pbx@>~-xAs0M3?9G1pXTQoJ!3%CrMncZ6&ee%l!_n%ny9G*Qy1QiJ=Ye$q zd@`{8avq;zW)vwDh_>1Ok<8;`+{$4Xp9u^(KLoZ1_Tr6O5_5$*Yg?-hYNz|TC2%P) zt?*dwCiX;`LxEef7i)9w;*>z48b%H8NW}+{42<=pF=5>957ygEw07Nv#W?d{YGLd& zsg;S8O>~^c0{M`2E)ZN6PP$dKu>>6HCwLHr5M{| zC!_^Zr|kyF${5`Z8b-!RqzKbhzAdg>hjppZjp|7dsePdL#s-?Ax^>BI3)OBbB9hDlUc>w!D+TG!~_g#&Sy z=osczM)+rtC3SL#k9K*k%f}oahl3jVxGQ5~%IA(0R!9l9whR{RH0QqMXo=i~YOHws zC2kh){D#?|ITZMgbh@*IITSgfQrD!DZsQKOc8q_53CyEJZD(?gJVid`Ox`aRf5F4a zFJHXGLrOPA@lP!Nibp?Dp>xQUj`H~-Q+Q1O1*+7@kbC4C{Ikp|!vTh4lQhSXI|aCk zEz%(eyRJWJY;z`sckn&=kCgH>dC79(@;*{N#`$4lA0s{{&%Sqky!!AS7cDZ@(a|0u xXL4Et6<9F2A(hwtNTd%c-po-i8UYV_}a%e{{ot{j%5G< diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext.class deleted file mode 100644 index d15c55f9236e8e38d712fb15b8a4dc3a6737e507..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 19329 zcmeHOdwg6~o&WtNlX)kd45iJqP(mA;ck^n~b`o0pNJ-i>ElFDXpp#Dox>gwul_j}H{cjjj1CTT0X z>mQa6bIv{YoZs(v&iQ@6=XcIM`Rac^^Ccp>lpkTbEE=odn@kSXM~AdTTCeXDm+B z7p;#+6GQbIcJ0yn)2$mu)Alcx<=5@9vqjnkv!pW98bkNWsIIj#1#`8!$;q_vT%@_l z#pG&>C1UAiOr4eIW|HdKXgU_J?~3W^)~d}+x4k{G+H5VdPMA4UJ(@lmPq+2SnQ84) z6VbX1{|R&EbtO|n^?S7Ru2eLZ(Ced#L^2&s$CAi*C)3@d@i<2I{Lut_Abv2G7_tnx zhXPD<_9oNuSfYNst$(i}PS`c9p(0a7rOo7L zC$U!u8G@Ms3Q~!WrcsE=os#|0Jv5!Epi;c_&_f zX#tu}7l@Y^GC9+`V>;7HTQ%0fp9(D)Q{Rx5R&xW1p~|XUy-b_(3g3=dXDWu~_Qbwe zDw!Atq%mwzWQP(hTggP6rCn=)%IOk6xoJLAA!K$AFikgYmf$yLFhG@5B`Q`k6``VJ z66ue*4GgwmDxb_R;gr!`aSaC4Qk{@n&r~u_Zr{NXjj0sI819+U2IJtN`gP(B8a7gs zXxPl;MMF6CU~FjOfyj6eYMCRU+DPgN&?0IP;ueE6Ag(Ju%(QrdLCwe#tZ54C>RN9A z3$`t#h!6%JnFe9KfTOlPnm{{1X33;dF`KdUK~t!;CB$Az%Y@kF%Jq8F$rMB~HJ_D4 z*$Bc`&`Kd}6_W=x_KYSv2LjZtW_gWicnX#e9qb0&1Jt43bu#(UU}J1V18YEi{RHX< zwP<=2YmkW~qXAT}qb{L(J)BNQCm>@|e$E{e*@Jc3!Pb245ro(^89z@XtF3z31mX(z zY6m^k16%h+om=b}K2PgP$ZCT|;U7k%FWpro|n~&Ex|#poU=(ftP(Ba@^mPVmnbg&)#Z#@om)^6RqZY2-qH= z-D0@*GS%8Tt-VAzYq9ZWL#l6gD!D&E2_-41c&Gz`Q8IN9Sg16)8nI^*K~qB0>jf#s z5~DI8vG>wFQ#EU=%UN05YBC)dNhOCz()Gidt^;)S>s6|PqkN17=pB?2g8-cQ%lpwZ zu8ByAscb6K5jylIM-DO{v!CuMR@!`9OoijuwM@q(g&0x1qLY5P#F=zzS-d81Gr=M? zNuyle%C26mXVFTnGnRfEp@dC|UF4GEjplL#7qY9J86j(LjrG{rTlg(AzdeFti&4DmvIWQ9UdG_^sAlp8Y9=#YRa>i zFNkLHHSU*FiEXPh_w||4oIruO8p=>_WilDpq6rLoP5z)GqRk&_tE~`a=Y7^~uz3a{ zPK(+PX#H5#lL_-c!g>;subye$RMO3@!9+(=<>thcH@fNbpjzx2wKx-Z2Ivd)q?eA; z7Yh#I1dK_ucW!H6rqVXmaLIEF4?XRJ+T$|(73VSmI!RlFCC^~fWQ?~OAmPA&hIJ+_ zqNWXrHPKic`ym{r*c_UOQ;;vw^FDfx#z1q~Ba}{@vxu#-n@+(|W8w*G4`6{^m#ifZ zr(`XZBR>B!{kflBq_3D##=UpbU%>HqNA+&$_&9w*9Q{@Lnx9^#uY(yAC=Sp!#h(0S zdWC7hR5NJ$hw8DL{z{z>2zOCMOv@+OA6loz6l3FN=+a-)w|(?2`WvR!GquM?kej}v z&I**<2I#wjKwhQ4!&2W>-VmVgsd@aqd~OWTKd9%|<#SVj{!u-@G5*NRh9lhcPjHV| zVqbDErhAFabmybRmNb7vKlam`^v^gP$$Er=c{lwFLX%yJ05*%QX@Gu4U-QvV>F0=N zv%b-t>>cgj-5%G(QBnJWer-fx*iHY2wR=?(N5PWf$^;vV1H`gKvJ7-6DwhpM)BU?~ zf>)N_t(A?Ww1HSZg24qI`bCZx8*8yT%lmg9y+yxbx+rUNC)5l@Ame=NNl))_kr5B=6hzY*fS8G|h0`$Vh_7?z8p zzw*IYN>7)^_Tk*hG6^Qi#HpUqd0EF1!}8E@#w@8^9zqtE$I7GSby8W~RJ@aAxhAMb z%Ryx&poBe2c4+}}%f%qYVUu}in;Dn!J1sZ6u`HVGxjuS;*@?pd>!x@Wc0b@F@sDv$>Yj>0&Um&ks#uoT@8tk}(TAVoBKM4N{+S~8eev_U_yJ=~&tf4v z@NS+ixurS4Gr%nz;FXBN1~Ie4m`JK*2QC+KFTq-75@!aQ!_fmP4@%hi z&2`QS)Nu=$04nMWR#PqTAW2X@&9Fc_JKSjF)Z}~TKAEggD3yAR!;Lcs>v~K-@LD4A zY83&-S8{Q-aCYKwmR)3GwiDlLfLhnoptOVm;u}?4jTuQUYdx!25}$lDoKXLf#*!QD zT+SLooH1_Y$O_~x@^XtnZi_%}i-_OO%dVO$QmN=cF`jOYV13C1(&l<8_%@SAq{nSc zGy5||y|HVx4XM@IU{um|sTD+-#ip|g*j>iUeS9fj2Is8oR1jI|<5tGOydn+h_gQ6b zZU;$32k@!JmJYTB_;T*>^BTrUeQ~x!sxRxtePrz(9p0s-+>DcW5B6XZKoDLj?ApK^ zeca7g2sNFy(aARM^>Y{ZWmX#Hv*eEn-`y~{Qq!?g1=PAb937FEE6F_eB~hTt@Ff}> zD0xO`mKhMv>AZkFxItiEwp?Q(c;w8Hrsm&bV|k;w?7~PvvmOJ}Bl4^uj*%X;&Y!WP zH#b-IAxHDny9owe|c>;^z^)Asd4W3wJgt4NZB8n}J_VthQ&>;;1ZOb-!WtD#lfYsoTc0mnd|g8f)Q)2jv0{Q2)3@B9&AJH zOUJ)kTM=9)TP~mLLCfXUkk=G|4v(;*V|l~kO#2#}nn9EWgf&L(%Z%D9)>Z{q&O&>O z)QRg(53W-B8df*BI!+zAOj_K&c3W_b7#{R9fV8N|6Pzw=g@vwQDN4dfFF<-B(lVqM zBP~aI3DQcWRY+@*mLR>{NE?tgV#JDr9mo|}w9N>1qGS>3t{wMg-P$F=E@j^mZdl(m zH`qOEj)&D8g?u47QVo|jYz(dTka z5t%^Nvf!qytftD~=2_*i!>|Chxy*dSl@mzV6WpRCbZl){FMVYz`nwG?wY6zYaQm#4 zkau3Fq+=^)AmG^%@_4Qe!T&0Eiqa*VQ+kc557M%|zbe!FXiu?n@GYlqbc#6zuzKcA z=Ib8RnC0~Ng8rWAYSNc%-g4@QXzW6Hac~;SgP5L@apj@lc|9{s=NR{9MsOxtNM{*W zJ}WpI<CW*SPZe!3va1XB$^u9jrmQbiQ%rb+B}La6w)V z>Seif&T;jdg3YHMci~gHV*n&wXk6WKsiQC!bm@qJvGJ)Zd*uTZirCJ*Mtx8hhb-pu zJi%92rb{zbUKm9ga#+HgBqZ!h*e6K&wqV#EOi_SY3+iO^&Aewbk0L(V_MOX${xol8IJ!Z0udX zVx#X2*#k$UFGjaqniMj)%Nd!1v>=1_>g*n_UwsIzi{v zhR(-t^>He#t~o}tt80(ZoG(Zr58yXMPAIzoH&HL7^Jxyvq6_$=C@)hY=py9AzuC$p znX?!|K7J5oMGnJCWorptOmhuu>hT6tN`=)=(VU~mI9TWv-6EPJbp=!frAu{?=8fwh zE>6-VXeqk4&=BZ@z}Y9Mg7KAUywr;=QhkP0>rk?|w`nh}CSTgzDW&1IroA*o*txdN zn?%|I^aD2lsL5X1!hC7vlSmUzg9{AQVlQn;zO+lGl!hyu_R?_9liSnzQ%b|lO?zpV z0SPRZl4mH%0BGb>~Z~nNk|A zZ5mMB2FwfMD6I+gO5)fghyy6AsXa+o7U1Kui8CK4CO`{lCax%F*`hSV7NyifTi|_= zMSZjt)=JuE^0XgozYx9xDq*O--h!0)_Mkdw8{F0OO5$D z_n4D;lH&O~mrtN`fQGRUso9H7rW4m6C)GKUuXE*D=>(tUjxFvj8akI7e&aVhW;9nD z(Q1n}f5v0{w2$^@dZ^n&x@LQa{g^F;&{R&zE$6iUj zv{GIuK-K`3BZ zWaU&{>dU}Qt!-*eI`d!L4x3!w0WOmmGiL&Z;4M*NHj>CmE7dYs9KAI&o;FP3_OKC8@f z{2a3q01Se)FVN9@X%*w<0{T2>j9%<6XmQq^q?d3Xy)ayOlD@%oFWn$= ze~BVj*fmDqint3}JT+nW)AYAb)8B_-3PQ}+kQN@JA0TlZqaTKSPFQo2eu5zk`yZvc zu>UATqoJ_lhmeHi2V?Xy)FAiT7`@pg?Ff6v=%-K9zutTLaM<-26+KIDZ4LeMIQ{y0 zXokk4&(d$UhW_(7{qA|#E~kSL1y`IVANdhRyXj3g3e-Qh0M%&(k%62ym^{40uXsJv z`kLLi?n7{TON9;A3R3d8*YmBfMSCF^sVPBZPXp2xBkZ(zb1T@2aan8S+9DmY8Y9t0 zG1@_Uz|Qy32arC8=N}>c8J>Sd_p*cbu!~~SX+KECsOvEpV+Zxq@9Dqb9k0`TBd38= z{u={TK!@=MmIM}Y(Ko2l$lXeH%#i4Yre>TtKM7g8X$w1%1G8{Yxjq8iZ{yf`Kdf5{ zw{k&>m%f5XUbT3U+Efc;+4 zaEyxtL^vQI!o{l6w1{6oq)0XZMEHnuA4!&BvQzXz+WTFRsIuGbU5>n_vu0*0om>2es z@%a(AX@Do}5qR|$wD@YmUIVWaXbiiLp^t&E=NQip2Vjgv|1wj*Pbi)p@ra~UsX}f_ zgS=SiyeIi02e{TB_P~CxG7|K1-|0RzE+B`(XX(|gVW(lJOnKgMo=Wgx) zjrnrprV0GDii-2z30N|aD3Nci;HDQ1R4VjmD$TS=F)GRCIn~-M)eQHMERvBk-&#Sa zlK8etK_Q63X;aV5f~oO3YkRM?nxSx9g~iqihCaxVTC)|E&e93%qJ^lE)$6yZD%58y zDUoH?dinNAs!HJuq79S~#UBL3={`!+{RlK3K%nwbdJz9Tj`CM&Kgi_(sN+Eheh75( zah`?eEhxVe=@C5NLl5&Kxc>Y&J;G1Wqx>{I#wX|?KSz)A7}D?H|5s7>yJ&-*3*SN& z&}mX$6n_FyAt~>72xnvt+BO@x+cITGsLZGrBR^LPLWG7{lKh;oeTb{L8jke~I#1=K z6j{cHGi66;u2JuH>f#znra#8thW^Wk>L5$Exgc3K}gwX_79+q>pR44nCiv zaw8{NsIn*UXU!@Xq;h@v;r*l1|croV9+#pCCqr5`qe3+Xg zHwrq(XwKv&k_l!u_c3S{4+$i5{K3=#S2Z;@obL{(ZEnI_1- zL^crd(Dw}IG~=O%!l>{L03L@`kP_*7C_NWbJ! zDhihzm8OKJjdAzW+_OxuqcH2jlf216Djq@vmRBS>(}ptfcLE+snI(C&D96B!t3UAS zODJUfULw2&zoJr$wUVO67u~pNV}?&}lBN2>(>P?DQs^4ASSWcRg4MhY!Nv}3K;rZ% zaKfiy`)3f%-9*nK{W5mxFQfbwJim^5KSBByy@xNN!!o3Kf=bYKyAjfyfV-#@&9Bl7 zBlia6tFj$H$YzQDw`c)h3EwV2urv$&BB=N<-fl(Ch1@FM#@o@Yhv_1|3P|$7CH)dV zV)N$V9cUYXt(U>SMGzFHt9hq^l`0b}^fQT-AcCMbC03@XfQJ`O9q?SkQMD&4@3$Vx0?76A>@Gyv+@9GL?z%{NeZU5 zlV~r=t!k%T;=Bi+H`;I%u>;2pF`(%%eU3gxpGWR4I)M}$UThIQOJB$HD>#Y#7SQxt zx{K$~9lQeRN_vtnr!R6R^6Tg$K*0gQ;aG?JB^MRoG_}IyA}%wysDfsz7L0E%s)fN% zyYl#Hnm9H#Pgce8j*B0{?_6*caDacMV*4#pv98DzVYy7z(P9CA98V5D!Ve?))3@X7 z=k-5*I~E_s|Ily8pMZPz;h6WGfZBE2si2du@8lag`CWVnDZjguZ{)+OW}V-wQ&`6Z5Sp&@Ejl}N{8=P+~6&9?kvWzd7isV6iR=ay{-#L5s{Ppi2e*(CTEry%A zscqPHM$3|b zgfoU05FekR-o9WfiwH4{z86EG_K1pe#@AecM>~zA5`Y-S-;ZOWSYa7zy@!C|`e|fT zJQig9{SRO(IA3Z;BJj#o=&r|P7&mZJq0IOsj4_Oh*)+pH)h<(@^kOK3!(M`Y@Zsv! z!q37t8aEtM&zj$OwN_i_wxvC$A^AZU{hoq5xX;k##dO|(VxJnWzN))=w|7hVE71Zl z{MZ|8dkHAT7NAg{0wJvkSn@O%s={Qt{15R+1UALc$PKsP3pF;UvAm=wMf6M3^d#G)3fy^oV(*l&BeLiKvnCwc3O{-4m%(>ta%(o@j_@15w4N zjYPwTKh(*gGiuZ07PUR*@sAzs3ZY{xQTwQEt|`y{;_y3}j!I-HEqR=!OEL9qEaY(= z>?YI~hu@3CAvzqBL+8}UTug2D_gSK)e7jX`JN&7xLjW~G71L`|sd3BqsSMRy&uY)n z@urvJQ~fzCWiM$N={$w6F@Kc@^H(`qk(z!-Jhb65oS(~4^Sf!JtZkE zFmGlo-OY)DAm61Yn&Iq>X&JM*%@xC0(CNJBnC!HkUDT;i(Z9dgT`Bjd!7Eds%-cC9 zO)tL?6!m!)k6D6Yx-hlm7`4!dh<1$TYm}UIL=~bD(On%|qppPbOxl;QP;s7`hNHdD z%Jzhw5JX3@PMklJ&RU`m`y=7s5gCZI&^Q=rqcJK+I*7#I;(WY+51sL-yoav%J6v62 z12TJykM|I#-+?7ID1Ha`F#M}$%m$4yGCoRXUqmympp8uJz$mReAZN0)e?6}jBe+I? zWPtCsm^IU`JjsJ%DFEo)L>=KZI zY!Nnu^9Otz@<5K3fkn+0#;XV%t`rzOQQ)l#fm9!Tf!}&jAWPrj&JtPK8Q;egeRpZz z#Z;9reK6A>_f~1Qe;<$cG235MeT4!ELRdy8%`TBYm!YByEwpxln%+TlduFwf?-vNw zXL#;;td)6uyVO8+iVFCrbgCS}easit<{`|7u^hr0KO1Xckzo=tu!(MyxJ3&0=gX)` z;YA8dDZIooQGAiYm-uQKjN=u)UPhGT8i&rY!ja}!<#^8N<%7Y|%yFHgm7|^G5~tS- a4IDijy&N|6)2_&35i4aE#p!k$f0p46bEC{*wE>4=m=Z5!a`y!nF*H; z(?kD^PBNX2M!Rp{uHL@ydvBliuYZ2~1HgT3 zGc0I^QnKx$q7`+^b(Fka)|G-|D!UcKEa+t=nM(4RtXtMxy?FfaT)plFz!;=`?MPEh z%_=IJyZd^cv>pc0sV`>uW;Fd`3E42LqMB~EWo>(fHZt5}C1=}aRyWC>VOx!z)pW^r zO~X?5j}DZ*idCC*l-0U4qmFepd;yHgn3_mghZT3R#m#dh>So1lKe6=xVMze5{q}TUy9)x0TR3`z`UPr_I=QH@XoHp$k1^%WanqrdWK+8_iZSl!I72vUME9ajv#78XgWR%r zok1#QZBNT<5W{e@Q+1(Y*YF@((D$^8=`#G(%1R@UZyB6U4z#9PGXNd;x>WJ7*zudT z#WLBhgEJ^Yle4dcK*%SaJ&VWK+4uf1_cqQD@67h)XcKU`LC}j|<*SZL z=h{f*4mIqpJau)d?zYu1Tq{`&UA4$LQ~WN$;GtkML@u~izeh}$=oERE?E)>lk~Sl?^_wD}!01XlZVR+YV=4EnnKu4(oH>Da+E!%ckZyy2B94 z+Ldx%Up2U~$dd})E)Mi3wE zf*^V^j{z(of_oUoBF3O%oOB8jbSX>V0m+YP?KnBriz!Uf%hNUq5!2LjNut%PCdr7A z?N3M+5RifdCQdWl{lDw(XRiCce1_1^Sg2w#{a;}5;0f9HfQ4(I;`Cz%ZR@Ag9HxGl z0Nf#fBLr}o0L~G>d3qA`Jfe4_1>kTCz)TZhrU@{EbATRXX^#*=nc{foyG2 zzeReLVwKo|Cx!bdET!-v9*~G+3JY0}DW8eBWbo%7Xw9Oj6thB+R^1BO9Hq^sLn^|^tU#5N5>?iVqY3lQ|`hu;Q23a5yicj{* z-muKlhAr!QNzUh|&1F?TFt?#tN{NfILvYiU${CkkA>$NyHhVrW4_={Vu|`n{gIFH-mpbs7BBeMGy&w zfT5IBhWJ4fF`UJ@Hu&%g!}X@&dW3C?p&PFXkR(Hd_Q=^FhI4y(O|~zFi?}3o`iNN4 zaW{?OLZi}weU0HY^b5@ahE&VInzt3po}q{dBSlA`miHG1vP8LR6PB4tLw!M!*#;@X_inpUiJ z)uLn~&Qn{I$fSH2E~@s7bELWk1`i%8hL{l851CPtI(noM*Vm4vP`#zZCDHC#u11V} z6r`G%VYqQTjqLv2$Pjd{aE8nw7%vF4>fJ|c$iKXHm5P0*Vwl7&v2X7(bZXpP>YS<+ zRz>n>kOz*lHG}WPFpU|3H_KqUXw^bR?0B-E82xr~NljY9hPs?wp}Q+-ud2zttdKNU zoB`+T_w%Gv<%}lp=_=I@!=$*WsgIJY=A)!$Cm$(1xvZ{ehPpf&!8aH#?w39}UDONu zgjFn;=pw!IxS(!`%Pov~25Dc;y zEOn%z-1ExBKIhQ%(G9_J4D}hss|{k9LQZg4WO$?Xy7nTidK^S%xYk;4pS-$L-C50* z)2gj3E4D&tzS5?j3VNS-G4TSqzfR+iHSv|E-tra3%Da`RsISKt^+o6rt@rF!qCTl3 zDw>*E?{jZ7=*{}QHqf(MNd+Ri6^T*9B;Qy^JP`LyG3V_|`^UQCQoMdFm<~+76^}-I zQm8l3!_wh+NQ(6O(rwg6z4ipPv3NvkcO*Kfchc!e&wd*UL^`GTJ6+N%y$Y3}665c#Z_tsCJmCil;UFf_Ze~hxR^YcP=y!-dUaO@uvFG9tS0quG7 z>Z3Lb)ciq^{Eem&S1aFeAZqRa3a1lpeKjKf4;c~-vYuo&vLxibAml+>KDsd0_c z`ow;nPsQ83Rx}j5EKmZsC`U7#%u_y{DVLU1Yr(w+;(4>6=!=S_iEnSPuMu~zgs(Hu zPUo$#KCNtcYSDSKY!#?z6ZcEP!&p4v8LrTQ4$?yDXA5yrh*SSVIy@n2qtwPlU0pMF z!WpBwxn|6jql);z7!{s`|6|heLEFQ1F{m!wn_H`!qrYrX=+JD1H2+Tig{hq#j<^2_ zr$*wZ>759~&rp-vL2qhk3+Gdbz!ol~62UE8P9;KH7)(9I(1X+;aejCQqgxoG@7JC0 zksZ9Tg&Tixocam9FOsoS_!MXG2`&F$^!;xP;6E6}XBfxln89;=L~>KE8@P!KeUU>R zU7{C5mfRJ+F6xQwGwTo+aC(BSpwkm1h454AU#>DtK}MhTZ^5X;za*G=llm1JxlInV zQG4ceIPl@G5oGz)(C|nikO(G1J9x`o(a%W057q{;v^azV&q?nS(tJ)XeTq)JjR}ui znUEPt1O-vQr;g826Rv?&#HwSifVb+}&|spfAzKxass$Qr1p2HAkQ)=X>-L?ATe=D0 zjYh!F4+Z>s10Y>l9^l7Bq}ZWsDz%OLHtzifUH)u*F8>q@4~Dk!Ur=e%#E1}~ z=X*rU1$r*iGq{6-@WT&};d3<%e}Q&@}$cH^*qNBrLL^5bLj&W9i2=hXg^;MOVT^oQ{0P|Cr`!Ndl&_#g)h z{2>^Jjq*dh%8}vN%*(=;lJ~BF80;*Esq)A{=cTZ*xp= Z$Q)^oNse0_S2?b6+~K&(F~#x2{{y*KOYr~z diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilderBase.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilderBase.class deleted file mode 100644 index b50b792f849d65706dc069c45ecc04bacc2f127c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 22168 zcmeHP33yy(x&FS%WX{QC(oUueowTJXO=+`CGfCRCO+x8T(-oTvrYvQeOw*ysOqeq% ztteKoCtnRCv+ zoo{)+Zy2l}RqG1$oVPiZ?y0{vp4pv_C6Y#cESXGY zVwpq=_ghn$tpmNiXjNv>w;ob3_A=Fv=Y3{li^Am->(REu)S9Bvn*^6kiG?nGb!5_s zWKZkneW^@uB3Xa!{=WJ>1IaFv@b%VRQ)^*47J!wIxi;P#?}=p~P>!4hnkG(OTVxb9 zccqe<_<@X#`!(jH;Jr0sDKKKQ4`WFUWD?1^Q7`Qh$pNLpwn$ctwJzaVhOy%8#ACxJ zJ2sORKM?O4$i#J;&UC&@DG4xAb-A=9>nwl350J-u*S^_zAa?2kJDFI+kz z?3ItI@zY$YWomcJ)Ha-nv)*cYzKEaZ&?2UiszlYED$_K%9iA`=9WsT6bInv~GdB{! zaDg&XRd;+(Y@in|@YuqFrcuCh3j~DL;WUgzfLmD>?9S46(1L6Pd3n+p=o62kT(=uuUf~(B9r5jc_W%^lxP6c(46NPr9QoSAUo67S7 zTX3H}2V0$f{pnO+f2O{-x37Nl<}IMFcUWD&7{4La$_*F}sB-U%BA|og3 zRkp{eYGCpt;Odt--a^TD+^N6hr78y5BaSrGIMl|Z!$&Cx#Wc$ysDS%I;6qE(RWZ%Y zZ#vAIjT!tJz(>$#!3lueaIOR3-viLL6B)^sznG|-?`R;#j&m4HZH?#@8)0%fHms^v zZQiU=7r@oNwPVMst!vheG*cYkSgiqy)1DIQrk)YJ=E!*4oAF+7*wwpz!Ol@KjAB$3Lfmn^5Pre*~Kq0_2>Z^*A3<_yNLhyOz% zyjTfFr#@u-*(lSFIb3XaFIHqyOjEJ~UX@PA4hpI?x(*J}io;#0UMq2wX{&R;39YcC za$dH&Bk{`kw)9$iZZN}*Ui+1;?bYo88le4t%Fy+gjx209!|6dkrRkMSQ?uk`U#8Kk zV4VpeJCjngwrX?kpzJ`6jdIxCjr5vQ>Ze0CyE*k5-GnLd-k7l!6Lz&mv@<}jqr;_i zGubEs(OCd$bi26{vo>yYr4#*%;JOilceY!$HQ0C) zz1dH9&|5%cth+mJreLQHApULi_ELH^y@P2|R&1sM-vu95h|sZJPnDPvrvL8-HY^op z-HoZNyZm&7-h%}uGneR#^^Yr+Xp|^hh^VX>5FY%{b6-_rKmO&;Q!U2PLgf>9>ki%2nI)MRo!{tQa>Do$k7 zRhKEMj<{xy zik=i2jI!9S>PH-4#l+c{DWsdMR#|z>QsEBDia{%MkH)N8Uv>@QjA+t5;)M6bjVb#G zVx%i{Ito7^VL?=^({ZN7wmG?3C@=+6m@xM~Bv78jd}L25eSIw5Ek5g>iAy(YL+&?^ z#_0GL1J-r-#I1!>tpCQ-eev#uEU*XYL3+qfU!;c-9ph-kw5BlS1tc)ipb|kIp;LbH z(4*qYMbh{Yn`@l70YN|F(U6t&GCj8NiiwY4C3^>CD=URSXRgj$w`&tde=LJV@brWi zD;vize*ud#S7-k1*<{WW=Y05*&r2qX@n_7JTFMlW7+d04JGFLHhEqHCwn{-TxS{HP z+d8#1f(760aRY1HuC1*VtuO7aOx0+cd)V2NR2>OPaZ+TW(^IgTZU>h-J&me9k(5qf z8(|LY=Gh8bZq}VmlV_P`7RdV5yuc7Y_6_*Pm>~%X(|lOluteFNm#e%bK+n;){Pa!w zHq#Zu(#g?hT8;K1^O(kIrlsHY)7R;H*lC)$F+jfd*3OtO8*{Cw5u*idx0GEgLN-0l z=wUCKSc*}}#aZz5lG*c%%DHmA-8o$ivSqH*Po0I?9Cc>>IVLzihaq8a#+k6zV3KB{ zKc~+cJ1%59BQpLI{j;BbLH`n<)AWP{vtKcN@5Lu(Yp@Z6`3WrEO3hlFoX0v1Fm4cy z5P*lLY5DIQp14(C20%*!;7$*8`px+FW?jT+^gB74fehgH^ard*k1#bZl-kHBkp0W( zPty5$rWNBfDA()VENJxaSit}W)?))qa9L$0SG(j`3zEGFkS4vAod)PX>A(E+AM|JN zR*1YpjM=?4`U{pQFy|M7nMPP$E;ND?jkv+T(%<~_0-eG6l!ESN#Li4B3w9_FJVp>F z++KOYFb|Y$kH@<9O5~DbCFrtWxV{K@1-pEXKV-KDcH&dx~YUt8f24{v|QJBjdW#yCRN&~D_YWEVF zRm61V#D`X^x#JwZ7<{xtAh`>8*4qPo9?yVXa2RW9+`>A~WU9)hFXjdvPHV||C8V5P zvCR5d7uN0$YCIdL=!@->OcceJWA`6-fEhOZ)jGkjQMSZ0ds9GLvb#5KAiGQL8|W`I ze;A>od7>m+X|XVJwxy2ISsbjvT&M#pXsrRB!coJe{!` z$!Q*xSjTWG7x02bI$xBxp>G-L2sU(a2nS$S`ngR`_W1V245bTpm?X6TkfusyEH-^hQWwI}A z5u68-3Fus`8c&P_XZ(v~P^9S+nQF!shJanj(fHa4B(C;5G{*Yddne*R+OSXS0+@w5 zx3(dPw&5+t_ECB1iM1m5;LKUP{nSG z`GTX3nt1`6oMuCuA1tq^FV@f4_Zwx^e}p6Ug%vkGMurElT!&Wp(EVs^{s#)IQz@8=iG&J+H&GPz&B#A74GFV z_>m1)9oeQ#gJ6}R92ai6#hdtMNjG1IR6Sv=!|BR{0lr1{nqSSYM~XhCJz5}^S7>}I zwh!>W9Vs!;0KX9vOumh8$NbmYicB6HZ3A|MDUEm{KMsY;@l|tcQf+z0k_VkFPu!~- zpIW7lGFP1yxUvE6+}d1UkD%+m)ncf zb{t2Ur*D4|K8f`FuSp~UQ zsR~Z=%SD=7f9^*a0mW8P!HXwo)(0!yO+C5~W0&Xkv|r)Ty-wp`Dd;mF6~PYS^MwI@ z!Hl6pHC}z_P>^xqpr_FjEn2Oey4&Z~y}{y*2ZNI;CWX8q&jwb%p6KKYe7YydGZ@#R zpl1d*`tcmB@Xp|9dE*LQ4~8n1>8f>fYG_KRd;?>&fIclGRbE|RI6dSK>DFlHg?u6D zSrnauRvvxEhEuobj~-))8IQs6#v6hac?8THl>i;Y%&PE2XDhPKS7gmm_m%2?ZsWY* z1r>8b!B8$+Lx+T-XjODx9vvG`y`CpX!_?sXieM-JHUSO!i!O*>c+TkA6kKRYq(%v` zHd=jw7hKojw_d{9X{XcjKuKa&S?egeR-;i(p-sEN23?yl{AX<8zBA098fF|HdQP^|9qJ*Q6*V0G)J>=SZu06pnmwA`v3>iDpwC6&RFq>crD*aX^M@wCGfneFG zn>?DoSU+{7G0LYt=G!Rl3Wu}c#7dHgD9XPhH;{WXPBD%44V?9YD0LoOMw$CVJ4 z-TcOfN!EPUK0)7v!I}#WW~Pu5E=TwP5A$bxv`g)8*CZZb#Nvc}hRWGbo^p2ov)|^S z>G}2;>kee%_%tq+v`JG7brT3K_PWz(?8-UwvYdl6INWDHn|nei$USKz$K>*)CR>oJ z3rej(dL+V;6BMF~oK1HOa?zNBxO?YqqN9H>e|HHh7ItvYnH^)>w&1IBCJMF$U7^?+ zEoaV#Jj$FkM9i(6BAoGt*45EQrm($eXk|85)L*m@h^VneDW~BR_IHsTseyDCaJqY- z$AJO3E8ZXL9f-4MNynB|m-)xSx7|LU*lsI>3a`)ey3Do5^7D1j`XI$IzX2eJc& zfg3CLV7(gb_$^rE@Uk9tn=)wDRJkjAR zgMZm_+%9WrTD};CjV(>fmaFUHXrsSjNpsV@CR9cJ4b4r9=QY*ILxWwuINFpgUmQjM zrOgeh(c6)h)B`6*pEXn6d640wEJ^ z6)V==VkvDlOPAulv7t#?G(_tf{Wa_SSio8Xlauuy96Q=N(6>9D-eK;Ug*K<~vEgO0 zbV8o3!jg_e4^FQR$lm14?E~;qeb|we)d{p&mHi|f9t1ADYab?CR?n*Z){Z~S=@w{D zCgbTfSjRJDV(T|izdj+mcvB0R08Ggm`LY631Xrh083U_O{jgW;h#20v*eEZSbeX0g z*x>toEQx*xPxX>N<62yEluGW$jfcOBU!N+R$=}0$z-&N%Dkb^WKR{(@^?hkellTW# z>&dDP^M9u<rMc4)CiVxvH#2S#X7Oz`}kA>IMTzq470iNgMBRL_u1~1T28l?u3i9xkV zzPf9qCdE=UO{c{UxzmCrw1k>1xtu_6k=M$w_i-vaNy|DzEl261hi7|lJVM31c_Ne- z@eeVQmpqd-#ls>IB(0!nbTOTW>m2Yi5ByYt{)ONt3VxP>pXGRNbMZ6B#m`FglTkn+ z+5D_D`GKe}MyV<4KZ6fHT5YNet%0b+#i4Z~@n+vix}>vqn7AWh?@`*=qJ^~~x}-%f zYAy*EhxOxhsfR9CWrMUMtBe+!gcYAo=yfNUxq@cXl~BM{bRk_$3uqUF-bst-8d}1K z!O%5e^BS;q4Q-@OrKBsV1m%8uIg}*AFQd!oau6J(R(b`>d_uURxJ?eDn=n!*&?mJ! z@!leJcO~8|sM-XvT@4+X2werW?!r42+_~El$KkMMt97@ib(+u8>oi|66zu;T?H!_P zw@mYCO5Izh`GPv`eB9zaw}LdWp;7Tm1qviEgI|PL1x<=yMuvW>wUWOTUIyM-5-EP=iwKZYVT} z&tzs{MY5S+PuuwoP)a}T#q~PAmG-0jdOY98x6zxh+W2O^9eXNw&I zkD%`3{8qY;-$oDM`XK&J;qOZ*f1LW2VLb_xyaxX3eK4XRl%oSO@2ANC%`Ex=eGq2b zOc&9IP#b_RTuFD+hXDq;`v`p$eq|OQb&oR2FaUKgYIS-5Ek34t+y}UP9FQxe+u)zX zP)q3b5XC1@qN%%20)Aq~M;$Xh?U?at2TZ4_k3OZ$__PD2(+-$U=a_M?GUEqKGxogE z0@d>)n{gq-{r?5PM)FP8b^jTd>4ZRdBRmRG0{-P%z%hZRUIdl|ymcSd;o1fOZU7K> z1E4non78Bk9k{*^0KFUKAI9?_z;*%vJqdt53V=QZfIba?eiZuJe9drQtfCEsu zGXdJ>0_gLOw|m|J=<^OhpLYQIyaUkZO@JZ=`8<6AiIHSBorpz6xSm%VItFi77dnC8 zn%cT!G&D$$)n!8`)|_E`Hy~`jN?B~B+0C(%^XN;kX35OXqvN=<6RtsbQpG<)eVGT% zkbPOd<#H_2qUJS_t0Xaz+R#@NHD47E>}dTn6|IXUNNdOFms_S4TZRrH!+{UduT2?C##Ky3ll{7Kywer= zw*d2Rz<-Q$3-Ep`Qm$K|JA4rVhc3E{S-P898~Uvh(C<5IkJ29p>EE{04$^I{-*iuthJ47!WzAhveTRf{SyB2+2l>l{2=ZqiC_Tu6B?sPVj}K!k&9(@M-5=Xy&}36mT&?TgnR% zPAt&!bSmeCTy3J#(+jE$nO2RR-a6XAmVt&3;K=C4(rHSgtaN4RR+L zL?B!e4h+#}TFP32Ma`4KWkbBd`yiethbI?J;f)=*6a{^Jj4wULJJ2v3bkd8@hf7p? zQ5-G?4afKu$N5T3%8HNkRSb1#-h0U_X*Tcb411^fj`Hqo>d;BWFVICAFFqsjRI&x$ zCpiT7p$r<$O&$J1ThCx_liyBd9Jwu5vI6@?fMFW2I-5R63*egSX%Noz1QL_C(;j{Y zKE{0~y#>!-!1W=17aaK8=`lP%PA74&`a$|7Jw(5zhv_%SEd)~U229_A|IDci)K0?W zZ9cMzCb-y}Fhh}SB0ziK9wnRbBk{aSWfQu(6K7q5|4rk7$|f{whsTp_!Ux*E!QC83 z!u~kb@E+s=#dvpsdw4Hu0S*ULe=uPyWn3$uQg;zfz+{wv;hJIoWlB+=e-S$?ms3%e zXFP}(%Uof8E(T9>Kg{jAAzr*SV%yt5BVN9dJwj}qi|M6A8!M>f%byEyt?24|`v#?M4{ z@j*bNj1D_&KCA?O19A;>I(&ojd=fZsP~OP)LDy4-9N4fVD!GSHc3evL;(+A&1b@)$R9NaRKBc6oYluYgwCR!7C44t6e+g^sauMeFL$B{nSDbMGW&)%4C_i019b11 zZ>s=gsv$(0KDnxF?%!yt=`e1tRT5vXeCugQ?+Hu-o&Z$8j12EdNb5<+?kPBer!hl* z22+7&A>Xef!+8!GxC@5-9DM@U&+vQbv&i4X@b^GQaU9Pv4fO+5%AbJbOX$5Y0?~_3 z@5KLSCwkH7ASN`QL~Swc$A7W)Ddpo=?xKY!UQdp(jecCeP`;>-kGk!a1{A1Kh z-0G%l`RhQ;5nR846Cq|IQN%w%y@$WaKgH!AOTYhE`aO%K-=85<4gy46Mmke5MP^UpV4Z6ah zD-F8JptS}+t~&Oq-}f8zd4o`L+TbS){<1;G4LWVmQ>yl9gMMhx*9?BrV3d5tpeGE% zi%|X>gFOZpNi+5tJk{U@27lFHG_Ex`Vle(sR`BwSYEWHP9RHn7NR|+A2_g{1f~Y_UY(Objv7n;S2nrOX+SVm3VIkQtIUA<`W^b%>Hq9*uEc`vbSBwz``_=s|MknS0B&HHVN5gBooqIx zYAM~cxSGu7bajKL)%CoQ-q3UEY2yX-Bpwp~ z^s%>HEvIF;cz$H>rutVI{`_xRPOsR$n3^eZD|cyyX-eu&uQ;AM725x#_~k@4mr}QN zYdxnKCRa7n%vzc-E>{=w>9n?<)~6VH{s}B=2}pvfH_76*>t!@BT-?c8X~R^v_cE$s zT6)gZ(rVlkF~p4|_oI=aHMylHcNQEHwnKCRWauq-h#S|(1F?TKh%-AO%ypT|MkrVi@Y{uSu*TuSz9{3hPH9l(Lth z(dF#8gF!tFr83`<-XDiiRs_gV#C=su=P49l)Jgz1p>q1BsDSE&N4e~-p0i#~ox(m< zy@af6eGH4~$jrasQZQ|)(vgxBdA8ItCh5f8=Eg8`vXiTo2x1yHMBGuQYX6XR{P>K) zFC1$p`B`#Mspq*ZEr>bXYQQXRGsI48Z&hOWF)xaVKY+WqN6}ke)2Iy9FteyW_whg! zt^`Aqs6LCEg*H#ZiWFMXH!CZWTLu}zi4UntUM=hAj&6P|F^ryU+hPJ0oHj$$#!kj7 zMSn#s-#Qty%8UiR<-yWiQ1zj1X&aiQkxWu%&qE`WBtA@hz`%Cs{u@J_Vzk>BX6(De z{keeDE(Ii+{>tHgfPRwFWG{3rP9It%+3%uyTp;;e`{91XDSU+gYqG6jXd+IphsV>r#^=UO6SDAZg{LD|Gqg1?5~=sgRrO(MAwWu2e@q_^5+Q8zT&L z_OL`VrZfI9;lBo_Neqe+n4zO8GUl9lcxcCBIKPyq88f5D%{_w~G@i_sMiy#Y%SOu7 zth}J&y+!i?!I?bIx}IARbc@qS1%pOPljP1rZP!H$ zENAn%B#j+{aED7{^_XPnrXp2G(dkD>OcbPYicUUS>uC*%VSymFXfI)<_!h9=XdEcM zeO~oOUA~N#15aJN?9QQ2{kiH+61B5PceO}Yz>1~JL?l}yhB1R`-?HWz&98-y%FpNm~2{G)D&|)W)7lxh? zBMB+tm{dlZ?yeN8NyK93&3HtZY|0?|>^dEYI_yKOx?&jKCJQNankfE<1(sMtSyKKJ=k=1>y zmqzw}bg}^&O{3^xgXm>L7+@+?7Q;0*j4^tA``f^Ak)ws9o1>NEGDj~*AIAVkl*7m2=NRS~;keE* T$}!DxgJXw9M`46Ed|m72QDZDwHtZ@3P`CC!jKAyM!n>;iC5Ovt}S^t6-SFt z;lw8(4#-Mxd=z50?V$psUS{6B*;&1r_v`nMp8#Ir0pW>IJS)qTi&Pdy^I2I*p6HxU z=PFNR#rK7l`xm$aBJ^L5UyP2$so=RNQvPvzEN5o#^}iG$`ukZ2EkgVJXTo}a>wiP- z{?>TBM|eKEPT4RXI?b2j-st>5RGF;o?CK~hO|A-lAdN_b5td^or=DG!xj-&}K$+z~ zD_0FHN}duvG<7#*Jr*`~$RZa4FGzb${kRo0bws;tz}~M!-X?q2)bAcGzWOX`oqeaK zUVLGG*a{vFXz|T&pVhuS7E5*s+t+S#<;GSijme2yzHnsQIYQ`Od9#xl!qTBi3t{H2 z86KANY9`;R+!h<3=7muw@EtN+XOa3+-D$XuH)x)(9WgP;AT*|;bM6b(cK5xMCgSBgWBP;ON|thji|X_6hcmP~f6ok^5iZvGX2 zg9j_c(H~{mOCX`jRC(|+)6=iJU-$I;_4~(907rPqa42Hl*E-@Nl8H6Er&Gy8qj+~1 zt5BxA7Dh5iMPfebbRcZ3lM|yFBJIo61!E|ki;>_;BoS|Q&t=cL$T4iqy&_4py-MWO zndu_Wuv+hHtKx*uDjqUy+&FLL1tN{4C2(0NrN78<>M#tu3!>*Nv%KQzS@Uh+x0(#w z^@XjqrKS04I%3I>gc?eQy?=zh*DCH^P=eb&YX*L!#<00KW!A{fV!Wp0farsZ&yva& z8nxhE>x5zDX1a#7A{15-=nO_VTAq^~EIYu!`sDu_XRm#-!Z$SLWbAoP+3}oG#hZ+a zm*1T7WPIT4v*XG5@_WI_;tm*&>i;1CYKPdDrqX$pNrz#r>Q^%kRM|cca@xPj8sm!CmGsiQmDi{4>A9+HSmuJxt0g-G z#&BlrTGcLB?Ms<8Z9`K_npsevlQq!hgA$cRmLx?i8|mA^N(vNQ6pd(#;0P23UtI7(#3Bfwh0wH|lrY5hgBe8|+QX30!EpX?s6-J# zmr&8o;I~%|&M;nA(*f&<;0qUY+szb1YkY9O+YFKT;8rq;q5WR687`8*p-P1GOh(EivK^p{hj&_WT)ew-mHKpM#F zpKH_(82*mGiH+3$tk+fd+LNE&ujtLdkK!awiI9^FvTeC%aBrb{CzE0L6)iLFp3HHU zJnl7&aW*Jpm|PeIjDqY83U&%a=;#Eu?id2B!F}ubyTGS{~I8lIs!@f59zp~vVnZkWJxJqK~@*cniJ6k*H@>P{N$#nV0by{S8YrxR#r76vybdu&dGJ4x*$Mhi3F|d(*$y8|Fm%e;y2Mdr&Lrcu-Gpw^h1y z;CC>Xq*-9ExY+*&>DEy4DF#I(t{xX^WgBW`8){`2)Tei4csJ}y7zqrKLIL|ZGAK%= zx7YvWw~z(+ncjd$_RJ-Ql235PwSSkk`5`rkdO1t^a`Tp?S>&xzh|<^d94TPOV;8bU z&*R$2nds7<8#hRcsEa)1C6cc@StmhH!l5m&C0QoZQ!qQGl zEoj2~m~fow^UN_!;tKr}k(Ox|;9f`!{eXb~(a;}|zC*zGXlN7CoG_N8?-^#CMPZQm zo-N+LW48hRko*r?Ly(%Bsu0#m?{-oyAnhDF0eeVP^#?@wy+h!GMx2COSfP1?{$8a> zGRyF#F_*@C8rN{0W_*;!0?mZA&#RQ$2i(KPH^;b h^m7bwoa8vgG3o42bBsB}S!ethIkGL2?Thq{{0Hw$hlBtC diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelResult.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelResult.class deleted file mode 100644 index ffcd897a1e9a6af63bbc3efde2cd531535cce85b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4522 zcmcImT~iz96@K2;*CJ%J$i@N@95u!yjjY1{}%ZO1kufL$Qagnnd^Hn2$S61^+N zzUk15<_~lx)All%X?x*|b|!W*$xMej7oF)3$gk-%J!f~3R#-{NP|s-fen00qAMbn4 zzy9;Z-vP|R6__+Ez3MpIy0LBAuGGs;-P9|xrf)T@TE(pE_l>$ytC_VGQ#NXD0z%;S zOv&DFxUVnn8V816Gwf~s-qx;Jc8m8KZs&!$XZH$dC(kDk6^PGRw&l(VR7OIFR^7T~ zZx=%|fyl+vDzNNS%-avla>KP8+t;Qzx-L-eAZE=|uy_{inKj=S#W_#P^`m*CLH)^$_fNB%TWn<4&krcR8b=;a|>$?Ygx@Eg&-8O1^$!1GP zt1J^p3G|hB%yKnAU|;Q-v{B${SgT`Gwd@_3b96n09;A~v2TdT!(tXRQ$OuG6cs-5_ zNyN}6kO^5o07xN;Y!?*t3v}^u&v5Nq1L-N`Fvwe95STrSWs50faEXy#6o|SzmK2ye zHDKU*f$nY7<(Ob|3tSi(eO5bxRIn*ft9@6X7->E-8bpl1x!{B^N8k+tK1+xSl+K0_ z3Pf^o+1cB7Y`W^#!h`AX;1#lJ+1Y<6@VjsjJ*OLZYU4B=_elp<|K|()JxR?3;#*gq zuT3IJAxdUWu`!1$=KBUcpaNfyd{6Z7qxXEAPzr^95Y(p++Q2Udw$R*dJH@5S-Jhnf|mDy|C*x1KA@K5(k0?t|WP?6TqBG0Lt}f0)4Q0@*#I zYWmX~mb*he=^B*H1b!cml>lYQba$M}ykS>rrW{^$oN8nLyKUTdaP8r~*QAwB%1w)E^1 zO5jckZ{l_mcQMa7VP2qkhPN$&w~|<7lz82%E(8S0jhi1dj2bzwFKmgH{R`k&dbiJihK);Jr!Ef90u9nPeQ=F@)n)EAfY%86Q|?HTS}3{pGA zqERtigXk)I2NCjw!heGQK<22@`~!8EHt{@9yO z)3`fWSGiT6eyH{z9TuYM(V-@&5t=fsOhs;9$;7p2PML~P8_y}%j}9{_Es;|*(Ts9k zOsP*ljz`rlExFL8Wq8~CS06?edbIQ2Rvyp>lD&}DF0>ALo948>T#pAsm_FLk;k2qM zzC5qzOPubZ$&gGsE13y1HEWANoGmY^f|3(B^#F5I-zO3PyZ4hVpCH}j0IUg?pJbxJ<{#h z$rD^B3k=*S-Qc=;wXwBbH}-dK`bG0(mEQTmm4@wFdsGn}Skj`9ywNK8sAO2Rwr#_0 zFiOLjk?9-U~>2*ZnNrZ6L4Ry#q7trsKHMC3XCVQsNrD>M;tz2-RIw?vWLCX%wfni`op=b=0p?U%}64 zOw}3n{P8<&dsDQJ5+fniX!ir!6{R*mmg)W+y%U-9^k4W47Yk#LF;EzPjG@BBW90wl zA@9-uMdFbXYgDYhO$F&Xa$Rmpmp6CG5uF`l@rSM@-rA~)iYD_fM2p{y+ z`1XS*sZ)(XZf4J{lF2!Evf<$Q63RPc;}f4@nyur*`f-tM#znRn7ujZ9WWAU@j*F=_ zdv%HttqZT@oDu>EqUo;loU{ylg7}6M_4|tOt$UF+sr|)yDdy~wG#zUcTp2qp( zakRxQg;+xUH!cvnblQttrbB|7&c2Hc?{Q)$Cip6^P$wGP{|G*ykpc^KYJW?s?~*$< zHxVh}=Oz52gkR!U)Z)Do3~X&eNR(08#3hNBBut6-CAKA!-hWOaBY7zm8cW^`EO|SEs#114;QHjb===<@10k;?V_p|x#b8oZ&$cl5T?p^9Bv82w$zlCl6&bwk&8JeW?LyC4B_aOGtY&fd$E{d znTEv+w5JKpl6!d`n+Sq2{GHjd9om(gZP%e=LfzahsfOk7ilv)s))i%L6*77$SJ0F7 z)AGo=Yvmo%K&Z3c?A&CgoxWAwNdU3jaq9X`*OpVd;K^l8N-Ob#p*wuhb;_>Okkq7? zykc0cE`?5xWj6I~T{U&9s7~3o$#pAvCD}w=%x&_#Lo|lb|6*eheufj?jThJ%M1Wzu zovkl>n;<$F!p)Ds@NK-U%OsneYnTOIsXI(Q@KlY|?5>8RDtz4}gVnidQx_sR^ndw= z5kfaZhpFed$-p!QUnVxr(AVl@hQOp@8O{}kQ}KF?yx`@ML#qt2xVHbXFb?945IS&( z!S8Gsg5k~!t$Ga!L6OoO%iE>0$z_N!MEBE?;ecUn+gser5{5JJR__e8k{E_sW0G>N zVo*}&g-S2%P3N2-jx!u7a%XyRX>ny)TS(u{u4Hed7iQ8k42R-v*oScf10lSPXc!03 z(**@58G1dDOI*07BN@jSdYp}leQ(j4)eY0FaE8O}ELaWW3%V-J{ZmMbpq7rVC@kHqxTGF zBie}DPF#G>9a;G*MT%eF$80huSv5&jUmHV?bCZ-L~MVvi!oEJ1w<&a#@;Qd;EFUp%W$ynpn2}-1>MmJz?9OqkD3QX4onUp=-!eOA8qa! zaz+@g6v%HEb{|ASyAMK2q`Ue#s)UqIC9?bAm@>{z`a5Y`8CJ%9X9E%cG3A+L&`v#+DR+bC0Eowf^v`h6Lj&~a6-7<$g+%W|L$BoNJS&Ff`v-J7BQ zaKSC*c*Uc1WsRbxJJrGw)+~!xs@(@CFZZUcylD%lYA#tU9#v6P@6L#tN-e_^M}u!-0{`yCp2f+5-)nIHWF zV^47I;Zt0=)pzMJF8@xad~j&=LpdISOS7IT%K>6BfHC?@RiZ>YjZP#D>H5-RXFdb~z*pKU& zqdiH>c*6QIPb(j`iK^ggBt@bY=!_I~o$gBxJ;NirxG_4mi={_cex83%gMSa*km^b^ z>->9&f26ANJ)(zbSDGj_*rCynE`09E_TfHJ6cq6VeG4>OAwyT!;L~tZ!^awK;kJe~ ze4^nFK3$_s#a(>1hJb)BkQ2xY%n2j~UFP(l>wvK~@6#wl_+S`WEhVqagN`ye)xuqZ?DPSL|gr+SvZLwCwn`E0_dUJ2g?kz=e zhJVAae$mk{=qP1mMmm0R#{Wn^sAuzPYy%w>XOgpf&)Ge%J+I&X{OM-^m+?8nvS}G> zuA4W^Ja?opvTlhRIbj=oLvlx0u49ZQM-?rR%X2X$qpmY5ge9cu$Z0MF-HS#o$F>}v zBU(}<9YxFX=&%mP@Ox^_l|)sXT~E?6Vcc0S7?vY>$uVss?TI3Haw)Tr$(ixmX?0}9 zbFz{&5XNM6cWxxrOy9EZB!F0M$eO<6mCrF#@c4XENh|Q2WlBEl$)YFgk{a| zj#h@DW-fT%lj&$<2sXYA!xueu^LD;`#F+}##kzv2(th;Nxnmi0=dUkuKcQ=Zm zcXv!uDwZtD^{g=Hg{#{sspB}qkvx~1*gE|HnrX8Y0vZmv>GLqr66EY&*h~qkgWsjI2p^kmB7X@?U{>lQAn)r6b*y5a^EFwd87~9`$W_D}W118O@RmdQ@Gr zX&2g-R;f`sMks+QTo~>*uLyhA*4;t2SM)Xs9ENZIrTG87v^UXKy?9rELUEKbw;J3F zREBhnGqfdV((|J;;|WUAnkN)79z+6@?U=y3K^()Y>OR#rtw=9*p=o*9)Aj21umTiI z*PEnIlc(7k15~efp%~8B!nmA+qmU;FqsksiA5)a^k)blPbf#g6j$DCXAFL zxm}GNuQE3Qu4UW}yh7%3R5_o`SUukuXSIJc4AyN5i6FPmqmvit={hUU}F@XMGT zK0%3^_PCp)j?$HKsdg@!CCkj%d|m;{Nh-0~wP~|h{q9WBNIK&cGQ3p9w5P4SW6E+< z3ML(gm&%h3CogvJ;f?@cM|3xx=q`QvG^aCUC2a)d*xr0_8BGjTIxJZAcYJ@PSaS)ft zK4tG%Rp|(+94DNzm#P5Kl*J2lx`o#86KG3=n;5&~5BmpxM1R=-J+3{%^@l{P_@IyM zQySHL5XKZzL{qrws<1F-l+M^7tcG_&qaAvF7(bvC)_XY;HkbZ=Po%}oM z{5y!hQdgN-9{xiPl@lKKru_R4v&(VjSot>Sz_q*TR`_26R*Dt>UxPWgM z;+n4JEi0#LId0lQ%~(aQW`&{hZJV1yw@fvbh{=EPY>ta-cF;0oLg>QQOna6KLFAvyRNb_B(bNnzRT7)r%qF!$I;%yU*>cKS$;{Z~OQ_H{u|AKKh0m@z>gv1M7v7ly-_}KzlH4SeZOS!13F755}TC zbi&sG7Y;H62NTZpCJ~cy9}b|)i#GTfJodUS7%tZ+eKG6|oxu!cw83R^)`4$^hT))Y zZdrL=tvZHNgZs%J+CRh)X%Oi@3VE8ROSxHYYgx_KDE-+QLsz{_MDjL`8g5dV$JEj3 zAubrFiC0 zL8lB_Ri}ctS}Dw!g14y_Dk;Knt^vaRU>Z^s#Y890;{wBpJ;6*E2G40m%GPWi-_Gz& znY9YuVNf%gVFYX|Fi<4U3Va}t=4-V1fq@E^fxs=@UJumL`T$~25SWtNo2!=Floyvk z``01#oT=Gmx^Yef|0t`d|u49Zvk9{h^5D@ZVWJ6N+;U%}=6e{v8-8?erB=l_P) zy$xvN^+W^_lYhnJR!`+^NgwNe~4e?A2&3+l5+x2T|~m4^do`!GBDt z=n&N8z}mYqwak0RQWM8bHg`WC^77N|7^^!GT!k$u{w~=t*?^QYFFS79fo)y(Nbp=) z+Ro7Kj^Dex<8}Evy{=wYx!ddV@9rFPjk1ty)HT-bcT?YU#Vc3P7Isc(re)qPSS3NX zBQibOXa}Bli&gLm$?g8DEW>w=3riYHmvke`i_W!EUWg|vLv+sYVu5FMlDpbntjR7> zJvT%9j1GJdAiX;7m}$J*3bsfVYxiC1r}iY$Gi7DzVCqR)B*)8IQPgiu?qMhPds}24Y4bi| zkzP^{F*q0c3E?|(EfA}`Xco{*PjvVp#_0dqU7VYx_n~ko!+AethBzy|4o}8uz_<{zHl4my_BTP?>o-6bu=y75R6D>2i zOt=YMHL4(8POcDBRDe<=s=TaF1Z^~{{}Eg(65GfF%$@i2dBXQ_w$Jk;7Vl&EE={Nq z6)FeZUn8m?@8L!{(0;5`9rojWqRd^TEa{JtyH%PaDVwGBlCtj5@Gd?K6CoqJxOpGi zlPP}T)oRIF#m;%OsDm%rJrx$Aw^#;@?_NM(^Xq6(unT&|E1Py9aXGO|wvgSBIgc`dk=G#}fM4L9`i_0b2hc9iK55#fcUj<6v~gDZ zU`-6I2ow)mMMkZT^tGK$%F5nAG<7hn5IS%uh&F@-{NB3h3S9q}PzW3v$kE4^RPGXp z9E3)o%e1$gO<9jafz#2w{v6sX5{S3Z{ZeSp$ZVxBCp{x?cm^XvtO@k&PMr9rN2$fn z!vmz7j$V!$AyTM8KCG7!&B*>xdBI(3LSx zM;ozxP@)GgE)Y~yRhh8qhL`Epb325y_#lW0oD(?tBJ)$0B@2d?@eEHUw{xyc*4cHrVGMgJ;k8}nZX-Sru zdRQ;B8V7J)pd&S(S(=)k=3G~!FsR8y2r1m`#0}gEp$~7U{d4qa>5Ra+f94Rio8haK zCIoJ_NSwVnvRBfAp1|2g`n*nj1hDkt>S_kItM9%y17J8`!?Ys*u|RL*fOZu}t+?gm z`$JQWPz_i~HdV(*s@taOF~hYy&n>p|FdW=@7}UbuLG74U?H<#@I}eX*V#i&pW!_{7X}&sIU;N|DoBh!KO#>lpV3S^IsA*k50^rrt*?bJ~a-MebEY5vt zhh=TWD4Rysl1r-Lx{O({4X;|gyI2Wxn{!5~KG&1xJ8!;H%*t|I5=z;&EKgg8>q_2p zJxM!fIWC`1jDU3~&sv;uD&?G1Zo`M)-1hvtB0scc> zGe8*X2H?ogj~U9D5_>v))ir@w`|uNVeNU0Vmu!#L#OOv3N1&=OdO25SUqg_6rYXlt z$yZdOBJccDoVpYH5rf}xz#q*ve}{*kVw7`db}%tF@)+kIJ;Q~&eTgTy{3{pv;Ij2Y zI}wJ*UUyaHb42kRqx=-42xU?7x`L}!aOdmbBIv>tnJ{Hk`fyHxTIT9D{`WtFc6am% zW-t2t{Ubl&OuzpJq#tAc5hrV0W7R|HZ*uL&0&a7ToAFWISU(o2-dE>86P}`}4A&@A zbKI|vwKq1rgXIx29Nod4$GH2diQcA(UYbydxrrw9DxY4OQ2uB`h4Mbil=pyRyjpEI z1hd7FA116i3?J@OqS0B~{5RM;Oh+AYDR^^L?Nm*_YL2VsEtgtPxOf|%(8%g4d?|dI k!e=Rbj(aJ50V9Pha;to0ArHBVHWzCy3NCKDxZ>jKpZbrr2LJ#7 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$1.class deleted file mode 100644 index d491b9a84dac116d75f5be2d15cd671cc2c9f759..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3428 zcmb_e-FFj36#va8P1-cHp#l;>8X?g1E8Fs^q=IRi%F?vOrY%BM+$7U<+s$sw?3SWF z@a8|@i?2R;d_s=`N6yjeqko2fh{rq0CJi*uBa(A6J9B5|e$BnVd;j|9*WUoVhc6k5 zx}k2`c1hJs+;W6ku&Z1x3RC6V4!4A1TWVTM%e_po#Ko)=x2?1ghH!Mtnd3sxy<3K} zKF5oO9*-NAX;{2ShcuyC@=$@t$Ae%De`hyshjyh1+jZ!eP&c;9s$n_2YU!q$b47() z#jIY=7xh%*v^=urS_Owx5$cRLJ3o5W`?_Bxp%Fkx7RbCuzAq7fr6c)8Tz3PU`h?SCwc zgLor^4jf|eJL`sESbL#WuQM|!WV+)8yIe83j5UVXe#$Z&FsvA-gXPqEUFdQjyXKG<_VR=cL&)m%|=Wb@^r!&(GhZ1erhj9}9 zA-siH7zfbP1qG)VdOeYgT)3tq8OIrVob{@GZ^4?;4b!c1hQsYFSPA1S20}Q4L>Rq@ zNRC4ciAF9|s^m6DE!Qzf^{^=31g9WI7|!f9`5DZaw6_hb6hx9Cl()CN^d{RAcUo<1 zqm&^pXd8R zBw;X)%T zYASeTd_Q%9SlF#U%@7o7YxN7_!!UIUSEcbehJy_U&2dLB>W)qTrj)mQ)J`aJU~&Lq z_@w` zpD`rw=%P#gU74>K!XRO3%d!c&WrK-vit`Q%tss3N3mFiBEI+jJ6P<8`#wx8;_-bc@ zLxJJPIQ%1#7zB++>SX%9Nh=Vmqlnh75{P)0zoyGFFD^g9+qZ^(#_1nwN2%ED{tgX4 z!65Ao&yDK1TYAKk6U(1;bJQPx#;ww1>1=w{eIB z)4`^VQQW{R?MYhJ6BflBt$f%bs)B2gG>Mw0Gg8zIx-U8O3=Qw#=E&#{79U~hdHy|3 z{ylUTG@b4l1k($c)h#sO{X`<9%n?^sn@VO`3hxvK~@6#wl_+S`WEhVqaAN`ye)xuqZ?DPSL|gr+SvZLwCxn`E0_dUJ2g?kz=e zhJVAae$mk{=qP1mMmm0R#{Wn^sAuzPYy%w>XOgpf&)Ge%J+I&X{OM-^SMWJQ&a{j* z*UcMdo;y+)S+~TEoUjePA-N+g*D*$uql%Wu<++%WQP&w2!V=PSNL+; zW;AL!w&m~~9ZHI%qYhOv^uilIax`n2xGFkJ3o?Yrg+&156X72E;Bpk!Qi=d@KSLz6u=qRg__yKB04^$J zG)pq*QFYCxU1(ccrC8}0p-if9VYuJCH0)VqcL&*C(c2_&7{2|N;{W#=-$YyW;#~m> z#Zk)KYH%-5J<>7G(3YG@&yUWGCn!m4o>0Vi5D84SV*>94aSX@ReJXNVkzVRz(>k-K z>(%XH1t^woG)bQ(PqQ-ysBrH>Fw!q9EH)?UUkd`aTV8;@$(D^ zY7Uy_(#)CCq*ACA)_pXuXbLa|K;2+XZG1%Bu+)y)f|et{jc+~Z3TSOwKnra>2+&VE zO8YkTbxga?P6gVw9)#FY)~5|=r~GX!;^CWV>p`N886@96ShKCv~eS9oHdulF*|LI_qE>mm7)jwVQZQC;TCql6H2`|0RX4{FNV{Gs%O@?xJ3QynNLk>Emas_J zsOmxG@lxO%MScr~mQE{FlLSIgt&P6?gr~|vP|}wHU-^vQ*V?~{!`~5#!6SI2f~NHq z`U0^!ig5WVm6ht{uZWq-l(ENn{Z`)(IQ>oeD26Ia86N6?j9#MkPY*2piv3S8xYT8A zV)*G6ETRah7^N@r{kR>Rw&Q4%#vXOyTLbYF4k=3?bEZnCxPrF4j z^wu(bNxYZDQWEcDIf)POVGQ36d%n{6o~(4w>@m6Wu_h8CeHZjwW~bhBHtn^OG5 zuYcf`m)_`bg^mKsjP~091LHW3<8$&wp(z!{(ahxR+4t;u-{<{)fBWm_UjUrI7XlN8 zsn0u3UN`d6_FO&d6s4YXEnO~o(soV9)`yZq>MW7VOZSWyb?hP6HC@lJy>aQfym#L8 z=Eh~tG@^YPguw5qdB?L%TQPG=o@q;0zq(k^P1}=2+pzR>$z70kE@c!lIb)#qwff{r z$guD_UH@RJ5yUcF3LwiRuLg0X@;Yp|a-e=|q39GAJiSoCs#h^b>q^w+uRyC9 znRdxgPzHNaSB*tOw+uV44?B(}4SV3#ffdBb%vG87NE7IO8qGBX1ol*Ktf9SzW`X8G z(>A?V1@^^i###gHKQ#_KkXq1SrqusmJ>9t5;R^((6~y_I6W1wCun>nuk{jCpmTMIGBJxL zlRfL|$@=z;r(uu4_Pq2)CZ{H+&m|`km($bfvx$jQiBkewV-3s^LIf`cu@^51G+9PQ zDy@BQMZ{;zJ-2)u?DHU zI%`)`8mK35xR%gQ6CfJidDv&`k?ra$yS#=>2oso8%I5^yY6eNFGss|E#GJjF5d|HT3dp?9lr8*hp%<{#!g?a=<@aY4mG#>xeuHU zsvERb%b;O9_Vt2Oa+&*N-P=gjC$(q|Or~8=7|#U0ZXC*rYo=scIa#cYQfk^8u8`Og zWU-*;JC9>kHL4nqD~FgtYr+190zz2CHM*lg;)rFqu4E6`lCZOu z;?Jj(0VgLl!xv%Y2Yk9Xh3E6X_c6HW+x1ugIm0{*)gxpfbT z3+=Dp!Pu|7HW4eqwm zliOSpo}X1W)e=_APPOcE$#u7j7jT6_^0V+KF_(my#8u2EVWE(O4QH04A{OxOESg*t NUAQhTxj5q@^*7J*{jmT5 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$2.class deleted file mode 100644 index 5f3031da0ed55d69e176f70c5d1ced3338c68cfe..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3940 zcmc&%TX$1M6#gbj8%P69D$lXGh3q!h2{ zZ}1oR-~&(Sl8dsI_Ss*=i!Q%uF0C|ez{S#sGnq4IW?#O&_cuF#{PpW^0FL8Zfoan+ z=3TdFm__M$%E-HAX%v)g$R$rY%5oheok{C&`vONQlmvh0|)k*%l&=@cf-Qm$a8>bv!pn-wST zQK>Q}YO_P5lg&(AF_#J`a>=WkI97c)O(EQYTVt7H4v|WZvVNK;lI_4Ch&G2h2s&3ZH$ySDpc%VI&v)%l> zK(uZ^^I(jm!stMFD}2}{5bMv>w{PG&g@>^PoguU#A`tNAEG2NEf$d9jLZBm-XO7!a zr|TLoHZn_Ko8>IJ^RiZl0tfrohht##NtCx1nm|jKKT_&N@_|lII zi%b{;i0ecdr294X7p1D$o>np>u-%(0ySHbY3DdGGWht<;SqPXv28KgO;w=IHWNcWV zdwp2KIE2Gm+1mpB^$KZKxIw(rihRiC@3K0oxgv11iG}NpX$nyaqa8Sg;{y9vxin+j zvS`{_&-CQ@QeH0T^bO)Y0V8kPcGPpDePv=+l6}#fyvZzx_El}^i{9py6K&-87Nnm6 zFss8`tQFu`2q(e#ZBc?!z8eWG-wpX99U;z?h1V0yu!59T*a~rvRrRXb@zO#y2J}d zmP@){_SmLw+Ww8Ous1UMITeJVK;qh07t=iKK`fFV8$B`S*;TF#jJXBgP~DR*dHIT2 zw#=L@FX@2=N&3#uPnip~_s&VS`_q+DPL^vc;f&+R@|bNZC3(|#jyrkVRb*$T!kk+W z2xZ+$IWH$HEwATdg{^l1|c|YiX1Q=$9w=s}G=*-~#3Phl2p6$R+%BV^W zp-Zz2PidJCX^Ym9eT@F;_|Hh((`SKn^@qEF-F#Amk1@jUN0xDPioe?v@p#|?62IVt zAG1S0AT)GeZyCJ*1Se;^Pd&o;?>y$m7aThg_>=Ypaqhrr4#1aO+(pfPJVk;}n$KB2 z89sGi5`<*}XJ|LAt9cb;mvWX!u@W^|)Nq-l2W{Nd`vksOZQIZzOdkvM1QHK$q$ltb zEV5b=SE^LpH_p8nUkV;4(f+ z5Rjo|+;|A{SruIk6z)BIK1Lh7gZdliZ*=3^=__dPc_;{aT`nM!Pk5Xpo~h* z3_tF2#fLrkhQ9^Qb`#Sc#f7~zE`!(5d!1kQ>0!SfqKYuTu5bW(>M2}@KLeS;%?yf| d%fP~|4CZ0;utEvWb+jqC3JVI?6ebkT{0-*1gqZ*U diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$3.class deleted file mode 100644 index 94aa10098300548b051616f601eeab9d7f7453ad..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3542 zcmc&$TX$1M6#gbjn>GY`;UWQqD3PYOoI(+`En;X>38XDHZ4s;DNit1OdvZ?9IVr^} z&p!JLeDn!j3M^Pl`|LmB#pO4-HMS`g7fZ9&ne5p!voGK5y=VXN=ab(6T*kKov$~Xthr9f#*`8Sd(g z%o%!Q)DIyc?6PZE($Us73YuZLvSjI|mM%L*Y2{LSA(PX`>$}yKm9mv} zsnpS?Yt-mOs+EZqbE$wLH{H64lhx@}-I3#sQ^k^9D7spqYO7YWInr>Vp})ymCCISK zx-w;AcrQ_L*VVJD1!6P)?s#fV-_SKvxANLtW=&=lPhjXpknqDNaJqJ44>bH}7iga_ zEW>?Q;B2%G-X6w}_b&--?6<4Q#g`KX^j#^AM3ej57eogR1ki?{fX`hu9D$n+#9xv* z0tX^lhJh*7jS7VKGfUv0VQtv!vKFcW=c2oBxPLcGAl5?m-=cp?X3F^)>FPP%)fppV zMWCxW$ztm+xh6k@AMp@0SrqtXD+wD@2^*_I6H^HrW5UK72^(vcwO_&t^zRN)CThuG z@@E|_*&uJYew-FKmY442-2B|)LUJ~7C%u@ynV6kQObHx`wtypuFkTDb3|<##GxdyA zUL}Kw;EhgraE_kW)Xz(&Y`RKGRN#=iTC(rXS<|{I$B#0O^rHsqbdMVkjDEM)KR?yY$9Opgs)?H*#Gqn_p;CK)h@n!&{xWuSxAZeN` z0F^Q}X*X!)+uKZD$FTAyeTvk4+7{Llz%h&m@D3&f&TN;MB&FtcGwtfGOl)RlQEBso zB|*#TrWtnaa9@dt7Gz&IBUczB;l64>_l57WT!$O=q66>kfH$o!KhFeKnRzvUE0`4U z7>vn*MqciRAH&)oQ3jYi)?U>t@O`u)pgFNC^nX&z$6FvQ@Z|qCtEv9(0Cqe4R7q_W z+#To)Ft~59#MQ!Yk#B<^GXfpS+4Mqub~3?gRxe6wkwH6$o1K`&2SN1WusWaS6&KG7 zT>5u6q)szqJjGFg>n(D1x8=JzE!-2hSkKrO2^c><+I~nIk?v^C&$=HU2XPHa<@~1t zJ#~PZ3bUuM;bouXQG-weSiII1;iapahN4(hJUQYvuywyXuysG+Iqs=^RkC~Q{t3^B z81RgEF0^-hN&Bt^)CppBU_!TS>t4YwJL)BG;J$YR2#mBs<9XehAACAaKBr|9_@Q<5 zE2){XVdiA1-d?E=@M@LCXF-+ukA@ zk);|Zn6xZenlyFCkyO%^u(GDD>Nuli)y@e7(ssF&mD7fj9hxt*eJsc&!!f8VZdo?# zw0aIO!f0z_82R}R^$G&rP!AMmK7Pz*u56If;H~WO53~_(gsNfQ6xEtc(C9d%> zZq<~9@FB%}YY<%Tj#Jg`8U!;uuaNB-7~I105S<*}!Y2=LXQzsuhKe4lP!{tLRcIA| zdZ);0by5u> zHJnhxNrzHTId~PHQHj0`ZxWd#vPtA1lUPAMiB%ZOYzVQ2^<}gjqGEKML%*M>76!n2O z{{~-u^7w=v1&(;M`sg3!@tb6m2D;D#m~%2a^UZws>p%bg_6L9u@HNA-Y3W;zQ_#%< z7p~NEPMPa@Y3qE)BFE!n zAuz_m^IMKfw~C-sap{@VH@AzrC0t$>rmd$dvcyGx-YjPGX0rZTJz1}aoJ)+QKI`qy zPt5y?SrwTW5Xl|4F6MOYIAuzn^u^+0+bTPvNGj=RbDd`#$Br*^S+U)TOs2L;UTH|w zB)=kUiHfO&n;4njG`CINHbp_7A`;vb3TqFzl-=YxmtYLTFJp@kf(-9?7|*ds2(1jG zel~fL>q2N_h%`Hk;k$lcBPlZ3ie=|{xo%kH|EU_tP);oJyk)v%WKYyGU$;qNeQw$| zrA!XIF5L*i=wN8E%`CSWn86U3kB>5R?>90->x3mN_X@-5{<=WV@mz9Xl_B159Q-VT z!+0Z%793#+x*L{c$UIl8SI-v;kdAoHDVA)mB8wq*kZ25tEV1ouaW9D&&i3y&%D{dQ z!@&Mfq?9aMlDfxq2nAw?_TyB zw#^HsopvcjQad?bQmzf*0)w72Z9C>VvA!}Dog(jxW%)W)-B@4Er+u-zmb(#aL~k1| zJ!74;a#DffSOw^NVO+%flmJv^OBI(P6jyX@+O^gQGJNBoi|Ned;&h5KvTho6nT%itsdh|b zHi8p)OW|K*&`M(rmwZdefxb}K6k=NGJi~RLT-l%O`yoE+Ftrr&?KU%g{cKp=(p4+K$km~+C89Mp6qsU z_kJ|Idq1p2JF1`KT3Bn-qPzD`Xrt^@u#K*@L2Wc}t~DAwpPj}*@}m1aaXB5-`!|K8a>p)oHDHG-GIQjBgCz`{(5= z^nU*_<=p=<1UM*B_nmg~Ty=hjis!0Xw#=-}Giss4qZ*srS};rAxoe(=&BaPF%gY|5 zJ#7_)>C(tbyLys{)cS8%qe_`Y?&Odm9 zi?_PRAK~(!^eO?`+WTBn&04QnOCKljujQ zBHtx=m~NGdN`f6)gJ{Q>9`69|5kx})U(q*DyA@J&bqxUnHw}DZ;1+HhSi`3VKEvm0 ul%TkSFV@g1VM=5rauRbANlD0@9J(%v*2WqUv(&PwmMyi|lKMhXLi`6EX6E+* diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$2.class deleted file mode 100644 index dd18373239eb8046220c775168c46762b17a4243..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3673 zcmcgu>vI!T6#v~#+D$`fLwQILAwr<UmZCVr zzu{NE==iBRN*S4vj$fSd|L~vigL-ZrZEUu5K*yQn-n-}Ad+vGM^E>CaKY#iez)gI? zFsB>Znr-JbJBMYnLN`pe#A7kTG7XF8 zh?EpbOE|if<*@-3jIqm8YqmpNDbRKu+9tHs^@3(t4lh}{sij;|=(*Jd-TJnImRq4#B+ zrozu~rg~x@$Ej#$==XBoi(;%Iz!0jBD#MqZo(4-X8P_m#yi|*Td?=$8Qc^~{z;lM~ zP&BHlmiV$s25XaJrY^)_*T0n;LJ)@-noK>zO$L@^@J+?~8QL42%+Ne!ScWsqaK5vq z&^{p^>{?)mbtVtq7Qzu64WbFh82rwPAsEv8TJ`FQMGxdqENd5vCYMi;A$pK%42KPC z-CpC>Y-70C+31w6MiN6;<5Q&EEg6IfS)oy2tIJ78#c75UdG3tO&dtuJlQW6?srl61 z#LReNoZ(ofhxicA;A{|YAR5A9w6;LOIfl0Cm6aTnf@2J=&PvICFk1s1hT~oqEQD|o z9YI_`X9#TwONrf-9lKdJPJ8Ich zUzz1REb^#s#3f9|D=-y8>AO5VFZpizgXqI0hHG9) zT6e=nI~XVF~$%`&ZN>KGh+$L{~AO{=3od3 zOtfGe?}l&+ugmjy&bvoeKuGABWjV)~)m_=llT{_R-2e&>U_ew(oZEmv5S> zL@POR;-Mj(K<8n>b_LZZM#|B>?e#Tu)^&<5W#BC@=e($*?`hE(;x)7Dy!4O$Y@BD@ ze4S6&G68gbD;QrRMVKtO2K}kzF{((cK>uu6!A86!1>-x_FJ3RJ+*a22kPIz5eI~zeZmmQ6~{8A0-f}9{!qy$-EeSiZ}0d|A6z~mbaq6GL^?;Jx|d^yq@Xa#b0sw z8TuC6wJi)h-^P{AXSll9etipXKc~GutkW2Q@AO}Er;l`3ag%;vH2gvA2gGir*@q|< z{V1-}U#c1<$^{(74YE(#J6csbN-7T$P1;MzPdsVyJne3xIr0q3V&4`OYYwLpg6TY@i%_mfym;sY!t@gY7+;$z%jq6Ee#(3hYJWCXGTIRP#(C2&JvnIx!K Y5hQMPiR7)x!IVQm4wj%|Vha@i1`JRr5&!@I diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$1.class deleted file mode 100644 index ef5e174500b1fba5e05ae3c58a67ec4330042cc3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3889 zcmcgvYgZFT7=9)REW{`mFBMBQ)l?!v7Sw7Lq(#6Qxmkj!wXNMGLs;4D((DGYS9<%> zpV5BnC)?Air=HXDx&Nhqp{LIzOAKWZ>Nyq8&d$Cw^Iqq9X7cCXzx@v2BEA(EG)#Tb zaSFOokhbUQIj1D`yld%l#gn#cI<`KX9#&&x`GR!Ey@X?5HcYErl8Jr|LWqHhMaQ#D zTP=0Uo@q;0zq?%2P1}ik!#O}lI; z=LUP9Tlws4)!M)i|0nJm%Z6?lc0r%c-jz9zGJ&4|k~|F&fy4faEfT1qQJ`_qv`ueF z;8-%CI`z>FoR|~HZ#Qd;9PD(TFj8eEkxXyzO$<%g6-5JL0ugV)bOnY23$SD30=p79 zr?_NERZfBUc1{TFHtl6+QTjVq;COO#^-gRS38VsaZvexn%$5t2(lhdgXR!WaUZABO zVW~xrQj3qthtUhVEQ)+`6||-lT2ocDrW9IJOhl@N)>OT&jc64(v3au*r6rR%&$)WK z)*bgW92PiGklx7j%=Goy^wij$%=OH*v8mCqQGtEQfZ$_@CSk`&nEEtH&l)9a)nusr7cSq3@hUqo*Y}r$t49U4TA!D&S27*rLGb=wkW%pxp{8Tcvlro zUGaOSw-B$(Gry9sYac|r{fgiHeBd>{qXC3`D^C&aXb^2ef<#;PN%Z!%Ed z|8~r5cg73^;7Q=G7wqK=JPZTl-DgXgAF&MAoss6enX4SXgnLqL#x$;~%{Z>khvq0T zK1p8p3FSHuI}OtUP3fu3?C{jc7%6<6iPhjh4DVp38P|}Bp&fhG`s>_UOZ@_8pKmLu z)ntm$(rJOK&xVwL+}DB3mjq_vOb~Hxw=*@o_mm832y^xNqh7-YFNBB!FQ4Tl=rLrvj6aV4sBF^jtf4N~jgqOEC01g*FDPlxx*=%zNT9jKrUKswgH7qkmQ5=!OY8SebrHT)6_IIWsVMU% z$*_j;;EUNQVtgwncW5967i2L#NX;{-P{Xo7a;J+ltdJZ*=x`%0IC+6+#wnL_^0KLPcg&P|7ca^=(=};qSRKg~VsO#VjoiQ;s__kV&j4DX zt^oXsP)?%Y$fx|$5w6V9x*JbE!tS3a68MbmfvOmL(84cJRV&&!_Bs0@MA;`>@LMVQ zj!F~&Eqma@FIjz6+I=SvBf{VA>-+Y8ie{fD1 zU$BiJ)VUX{?Cq&&9jBIY^zl(%#VJeD{Sk~-{JY@$7pHe)42IxUK<1e8>n3M6@ZI?s z6HgGj)%yrj7a|>zo?p@55&0Rj4>9+E18~jmymXtAgR1FJ%^}si z?6QQNE?z;F#&Wk2P9vX&Ok*B}G!|f{aTkjW&xM8JZ8W;DU5vVLTr9b`>0;y`T%L0r diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$2.class deleted file mode 100644 index 9f477230397c0384840edbf63bdb1e60a30ee313..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4377 zcmcgv?N=jL8UNi$U?7AgV7tP)wy~xqgpg1cx7$LgEU?||2B?HZw^ZwpT*AO)1~U_u zYE^vKw!YN&&w7p@{Iq)9m)dib4}S9B@bA#$?Qx|eY5D~4&+ zsxmRALkQ8A-*P<5v=ymS^GsX1+0C6w*0eoYwGAsoWJYj)8i z3pabkpIw;D2MJUcjtqF^uGbW3rtx{%aOFfGm9%%vs$*9ue70b$%Vo#05=+vpSzf}| zVRCu7u`n^!lI(yUiiK&{3?<~`NPg4UF|w9nm$R37l{9Qc^{4+LJMQjHH&UG*P34UbbM0aY*~6Ui%W|)mU9bpZx(J8UYlE(otqVSA{k(T zD4xZ05hO4u&}JEH(xS|{D29+yK`=~ZefABQP)tSy&UhPD=hk8q2?d@EGB{%+i_r)& zcwQisPmBum9d$w!7cj1veM;bkpm;w8jOloRflkfmrR&nn4{Ph^ZWJ%#r3fy8j(jxU z5ZYfR-Za8W;8K8kM>Pqw?<@Fp7p5>R@bm+u%vqK!8&<(HJUO>pl-nxOb<7B4i-u*z zJtsa`B~Vx7V0=xkGhpI_4Os@`w@hy%-b#fI%spg%U)M%vz8b+St_o--qx8kVygY?@ zX)ZmXewz%G`hQjtPp%wC9WU^=|Fe|;eccWS*2770z*SAO(eXKEmMvvz#xh)Y zNt)|svECdozmv*uuVXcWn|MQ2h0X|*`U^yJ-~TsQyLEg~pd+_XSe{;(VdQo<@mFoK z_^hGW2?M1l&f=qro^Y#e6Fx5fXHlT2$JB5^;M%E@_^5XSEj1p5R3`#D!{wTQ+?t@LZL{k?PAsCXvQvA-A7`bA0` z4e<$&MPqH}I{LzW+Es0|{c1$rMJIMm8n$DW;OVX_aKP*`KQ)43`^AtkSYtktLIO-vXFpJUTHH zsLW$9h~m5W9!p7(u8%-_9X}9Ao|Z_*yDX3m!_pQ0?+MzfV3uve4RQa$B7mzWpI)Z}wfehumLD8NyFF_8|OEil}4Z*;x+2&$xJ&%tOc{ zjd?Q6<2v7Y{x{W0QnG;jh38s5pQ!} ztMhFqbvJo6`E*mfCZF>y1D(WyP!EmQ>xm@z$+zY{29m@4%+7TO3<-P{?=CXJgZZT#ILvgXT%E9Mqc{-iMv0 z`A7D#eHYb-S@gD8^pb@#5Q)fQyl%c;vKS|eHvF9H=QvYF1qSdA-op>uJK2Z6gCFtx z7hDbFJNUjYP6)r`ibk4W@x94eKixRsa^YjEY|n8XA7ACpQ)+lx4RM#A{e+8W;E`W# w6`>qZcJVcQeHFTkJs00_@l6-sa$&l-=HmLl0T8k8AOHXW diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$1.class deleted file mode 100644 index 5f555924abe82235339cce74e0183e121fa2ca37..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3279 zcmb_eT~`}L7=9)RgoZRwY-_1iVoS?+7D}yJXe&^#TfQm*Dn+fEWC#nJ-MG7N)DhDz7)t4I-_)A1VQ7|NXSGqs zv7})ST^p(*&ZgF6+9yq*_eFdRBP8%f`NVVl45MD4e%Q24|C+$L&fTy)$Jn8+MS<*L zyXaD_=)FKj>8#S!-l-pMP!tVljGzutfsnsydIBT=S-(JId)mq6Eva%O5I@Wgfup9q z;jGJYnF(CzJeb3-gCv1O4cYrD_l8UrveVKxGKO!k3dD*)Q*}oq)_qbf{!RWF06~*Q zj{kJAyArCq5~c1+sP0NI7l}%DC8}i|=q`b-gH^|_a!s~o+S6F_<>jOw#v1}Bv(g`% zots^l*JsA>B^Q#n$7gPg-w-(7S;PM*;&?NHHk=ixvy7BfZs<|8aDlFt)z3+< zVEIZ(r$EeKb)EaO_Jm53s1@$TD7w)TK^J-jf>Z7N0xbtq5Jdu-Qbx9zZ@|U< zZBs#zJx{~9L_b|=u9z}2o0o2}m8T7NUAknjZ1;LPsltKqTdCmeE2fyjvaFT@;Dp8m>o(vF{1A?J3kPOJ)r#=@X;I zH`6k&N<55F0WEDU z7~Uto5RZw30^xQg*W#+aBv9aCXU$$c6ltphT*k*5T~v*;L)8%~9})QWCDs3bKwrZw zg=j}2tj8I`P`M-)h|po&7HH6ClJg@oW8*}eU6&PeD2h2GkKhB$N6~^;)OkW^AU_~* z`Q>7)PO}#R`9XnOHQK924)&_79O4@830$gmJsg(uFh1Vv%Ss7)T6L1cxEIAFrj+xB zz_Hx`Re@(9w-MySBcKMM2C(VZ)gnk&H%+yA#8rlI>)+XmMRv9#f#$~IbSl89d1vc% zpkJH~HE@yxq`(rZQGpDxKT z2rkj;w~xSgwF_8@Nfk^hBi-G1ih4VZmPpmsRNg19T(S7h&?d($!}HiK&ol2|%8kND zfmiaFlOa5}OgRLXMZ-0XlqKiYAaEpUW^KbS;`dSFQF?va$d`FdQ+&eB6mlu)mMKx) zwxwINPV$ax8n@Gy;}H;<-Bl+;OiVfjH!UYjCA)R5z(-b2E}EW6Wh1uj5b)G14+E@@ zI%Xxz8S0_|nxXCheuYS9_mOj-UmAkNJ>l;9o+mi^14#m#98Z?Wh@pvJpr~dXBkuv% z0YtcF3-VhD`G!JNRbAc2xjWrIq2qgg@YhqCisSK~ZS;{hFx^|s z@|0-{++D}H^(g{NeNQlZCDa<~{TTzTp&zmE7in+1kaVtK=5_yVtx2&uc z%M>3hM`5~ogsMK`9;NCQ&npSB?w%cd(%ZL#Pah-oto&F-evI;!xysF5`7z2@DXGIl z(j(+57nKEHaty)4Mp<_dUy%}Ep1$U6aCMwHI^mJ<>M|*()X=Ji(`tClW4_LKcpYg9 o&nzRTL+V)3k;SSG6KguwVJ-7W-~=A6CH+4pbH`Sb7Jeg|+B-!fcRHMwk> zC0Q+T!?ERpX>qw|>oVVQxM6FiAt#iC;H8QsZZA3!(@<>1upQMX@W_l0jNz|z*>rTx z5T{Mo(F|_OTiX>`GaPOisxD_;yULAXTCL=ZYP`8yY}s&)fgb%ZW;h1J@n`Pc8D~5~F zgE<^MNMeX}ko`iX&hxxmTH=mcR2`M7fNe1Jw<91{c8IFeqtQbFU}Q3@&{L?PDJIYq ztD`9<&=jLw#9C;IwaYqyCWg_2RYxeYG=gHmmZ`)W(?!RJw;4{AxRcDRWL9&^a_W9| zHG4a?JfE6p7>suCKZr2i3E(WwF?8u_o(ngWAR@TX0|^(&)rR^NZo9f8ltdZ&oK4Go zkTDiiO?NHMaI#al*MbtV+Xk609t3LgpQ`3B`QJW?;fk?;e}*$lT3><1zHh3K?d z4esYW54Sk*tnUxO|k4 zpbzW&cxqLpEw|_1htGmYVL>>5pW%2jKy6J=s%(4cf*^^3i2(%GvY2?t)g4XDp3tmF zal5wnI24flQa}prJr2-cIxW$Q7H6cJ>|DT4b9S1INmJ4}ub+iHH1p1Mhq{RExfu{r zD1NNJ$sIB6@(h!b@NXU(@Ktmv9=oJ$OVE ziSqOfy^Ay(q#T{JiSWicQBI3tNDODh@TN`q8n*EkR1%(Fhets{K~Vw6hJq3{6=>L6 Yrz;Z5(AUvzqhe#m29=X(xu0{t{{H9J-vPXjuNd;Wp>ErD zLDdV~a)g?*%UsP1Q{`2MTf(p{HK`>fE|o8EG4DieYoTH~M#1hnFqgR5KM(;#NMb7qfXi z(YP(IY*ehAL#haM&fT4xN_SGcW&{Z!mQ|;r_)PsctqYz=Z|OU_O43a=O}bBwHrbTQ zcCqBB#kwh~Yf^NXixLUui7QQwTJ)E!4XdI{<)+5#%uU@YsMEG>a@~?tHHkIgQg(~y z9D*^7y^JsX@G`vZQar~We)t$BI{D;9kLgD@L$LL+7`}})eX=(uvK7P3^K!$nG9sqy zAWc4Ek>?HFAt$@4midNB2CMTkrY=Nc_*MA^5kN0Pm#JsD$-p!QPdYlm(BJN42H%un z8O{}kQ?Z6Z&w07T@ESujrtN<%h=X_|fG!+j@H(4@VAy!BRj)IHC}eu0If_t|%UENG z?58Zl0mIs{x4D~E3}<5PZW?X}F$}i{CnagwpmLBCDm}Hkop<~=!EmI&otdTOrPUQ} zF?A=inz@l$oK4L#9Ex>dAH>@j4B#z9f;fOs4-}ka=yOF0eFjH3)8XR~bIU9#qM z!>p7!!{JUAtOaofLjjydEQmgYCC3pWem2wn7-KlyZrC#wXxgqCR>6-rLm+Ec-6SRp zW4Bu^X(V?L6POG@#aV{Ir)jR4CNJn_#-UtDRdc)~U(Ap53~Ej{&4^=1hRS4Tkq#bNMAC0~%7m zGbu{6hHE4;5yUJ~J($5<5XW#_(qCgxN|Ov1JJyPQ-$GJTh$*FW4A(oPKzk0iLpqqp zaK2N&*iRilmY#N_W~d6awHNyFQIO_~E7JH3!@-7w7PzD5bw{UirWAKPG=wN}VR8Xg z^liEE5VC5>9hG(^Pky_wdp{i5y&q7*y|vF#C7^UG;obYklnHjy+f8U?M49lM^@Y91 zlxxbhz+d0{x+F2Vt#?YdZ0lapt_W%dB&EN#SuMG#bG4HzUer4Gj5rMOhLJ5kd8WF| z@@%Eh;sLfnb+2`}if>cqGTGS-`crRVROnfe{y7FxFfIqRc)cmdNeYjXg7IdXiMR5q z4Qj137{l=wOl}O{b1+p=vkAm$c0jo zs%~z3K`*)IzBJ95i`FPu=M2evV7WrmUXiaE!XRNu%d)A&%dr%b6z5$OT7LRMwlyFO*^KDqB{h;jN$RU!mC zjcz1Je`(JpSE&eDHbpRL4<$F@q(!TAyNkX9PoUfye}v>^?|^sg7mN;gf5L|kp*tl<`JYgor88a~Bm>y)y%gU{FD6VL^+0y%+sfrKDpP7k^vh}Y&iF*D?{C6{fv Ln1VV*QNa2atj+9$ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$2.class deleted file mode 100644 index 3b21248a88de68a781c85bbbbed88570f559047b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3572 zcmcguZF5sa6n^$5?JXgcSOKXhMu_%3w^l`@wb+&-p=pbR7Hd_!Nw(>wH}}TuO(}{q z{0+bQMaNI-C}qTvj$fSdC;35rHZLW%f$G3GlkD!@vwO~S&Yrj5|NQ9}0B_-QfxPWl zYrbEw?1J3l(|nIPeNvlTaRO0Jwx%29#s1+!8q z-dBl)Bh1IS)>N_TDkUyURia=yI=+pl3BP9TcokcN8ynimynkHZs!DWiuVBq*ughG( zJ%PdhVha;tf#dZX53z@dc7fqmHhI)zn&=RSHb0iY7romy+36G6isR;GxnWrC5tFs8 zlzzmb%sX~KBiEsp<%&y%t(hs;R%*2Gars6O!G3`@*Um~;K%@jh>BO)=*KQ*Vw2wKS z6O0R->}>#g$jgoPEea%hQ+pqa;wd~GK^qPUgo9N_39LL+t0x&jbea8$96i*P+Sdf) zdw~@=;CSo)nyiPFz{|b6&D6JhOQ3JJb23QF4%0zSS$yjHawahGoWPNS45sEU&o5j_ z%}rm+EMzWC&z+k-Cvd2@1^XzDGoRvIiu@iKZMcnQ5x97IfW>}R|@h`YIp>t6D!d1iVeCrjFbCI$u0dZfg2 zw&(dlJS(|UK|Ju|p6?A+Nx{vMjMtzgbH1y+S*M|7HFxxncOba~R7TsTK!?(vG91AW zUZEcUOgbiB6?owRycGEsY&R1ycAD_LE@0(s;v=A*GVM~7Jp{SJ1Rd|GJ#A0?h7+vD zx81q}Z$xlPi!_`-z)a|CE?2P!(rQV_#26!_#zo*(>yZDK*|a&g?d6p%975pd#}fa4 zCi52X^+R_>=yMYc(YhBeF!7j}66i?HWv)!jO-(Zz8>Z33(I}>Iejm=^ohY8gF@2xe z%qa2cPPI%Zd%lIfJ)#FX*ToibvOCas@3c@);I&poWiL1;Evn`c<0#i1`s-Qaf;bWB*t#7PM@7FeY@7&ph**fL@JM^CjpWdU$gf|wvxFLX8gc)a z%@lC6=vNf$hafo0?P{)Z^Oc}fVPKtYWt>M<+#Q{fK(e8Bla>C_7M+vXN}}Pxujqln$>f_`o3%^z?}KT! zr*oBJR+j5K`!Y_!vx90Gil#hIma9#Tq`41HdpXxv%=>($RX;Bf$@rCWPM&u(@9xVL zHi<>K=qQK6CUmi>HjE0d(DU2qS|(@cY6!%jYZ$-6+-GLt81TzNsCvfiZy(si;qSO5 zP~mu_w$1q&eu1oxqPu#PX{CPoD>BoOGIs4#c*w^j)w;BqK~wJ*}mb$D>jNISCYv10(sim&dn|Sj+&xWwhu^XZ1{-Vqfv72~{KL`$gkbHyWPR=33 zS(M{A&A)~k=gv!b8fU1V)_1ZFI!?%=+|&9p9gwCqUf}6A&fWK5EDdd9@=UlpJoqC9 zy2Ib&!W~@vmc*J3`l+8r)UZJ}W{@UL@6FbQbz@Fr#s+r{yd9gMsCk~zqAv2j=Fr(c zu!VOAhqjQpgN2>^JGc3FlD~$l)ok$ZB>z|y@=fkXNYyH81fOyYV;@vqb_kzw$AE)d zoC{nnQqil+2&M2|3QH-xkL46Tz=tV(glo$TX?zTO8Ky#3A*Ya6kP2yqGYTu@U}9B~ W-SuViThoK9hoT-l#q#1Sl>P>TPy!|Z diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$1.class deleted file mode 100644 index 91fa63aeaac0f645bd9cb8284334a6c990a61665..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5181 zcmeHK*>@XP9saH)YwWR{*lLnSX`3pIsBPKtSa!2un-s@!sOlvlauU)6%vc)B6OU$$ zX5=_6&_LNC>|5ChOM$1tfhHm6fZ>sUffvr4o@9jB=2MZ@-7E$@^Kt>9XkvE~`JYdW?zo*kEalZB$;PI)QE zo~c-#xnddPu4}rUZhJF^>+-&v$|w**Xw%D%XPLGn=2Se>HeBt}YDqI~&nVlvrR6H_ zieVR~_0mE?9}P~+Ba0O~?~$piov6)*$EKT!=!;7RB)R4VB2H9akLj*4I(}-bq*%;F3Q_+ilf$(%{P$0h9A~6g=lgzli?e5&6 zV2D@zH9v5(Ok?_jWhi(?;E|29a@W3saRFsXcV}r`pYsbbOyGDsj$xAF zVskl$_hFx0cut@v2;;4imV)O=PA?Sh11;H1W2PNrnB6eZT!jI|N}=GCK*)0hhMSmW zvjuvCh>+=*DxXG9#rrWQ@MHt_M6Re?IZyYD$+f((QbmzjM9b@zmGqoscbPs?GP;us z#v;8w*Js;LR!n~0(S83`7F)4|ZCH30?xLTDIEU|u6ffIPKr)j2r*c!Z50Um9V83g|E z_Aq~k8h|=5TZK}s{x?xkdRv>y%)`{(UQ2UlShy9?cCFdj+}!x=1jD!^h!45R`1lCQ zZCHUDLmZFD`xScYN=D#NU8rjEuQqjCT1(z$q6@7I3q1dpBDTTJYt2j(^#q;?(#^w& zqu`?(T~0k{U9GWWQ}FQ^E@4?Je^sC>0H~pAhDxhp_PQbY5b^<5mSs5!Q`I$7&Y1B- z1>$yk{pxOY{i+(;9a2M`$?C71bF5$OT)(>KiFj)~8V|LG2Sf4g@s4;~Tp0}i^?Eea z8W{`?igakOWk~Ie?x~%5PL-62Y5SONJNA{5Q*qgj)eY$O#e|3Pw3-z~wi>vFZ{#0;60q3MLbE zJ@A`%t3wR@`-%M)8N~1{e4G9fkZF#hg6|5n)mw52dqW#tM>FSC%6Y@@zb1pPAVS-+ zs#_I92sbw~eoAfZp4f@0Q~oE9n$9JI*$K5TnMvMzE|9P>79M1u2Y+vo#ZYp7qb|5o zl$uWYdY2)iCg?a=nCIskZ%lb=dRoow&-4!+%#38zBZEiw5A|mbGA}iFv_)+Sk|_U@`R9G8`!X=BM@tD{yO;Djk@?`Y-?jKR|t zemRzmv!-iOhH=|=*pkRES4LB9FKe%E+QlGqRSP3t;V)!^3v@#Eo_vdNuoiIVN1SO0 z`)8DNwC@Hwe#<3+AM?4Zx{Phu&Nq-$C%U-z6V5|WIcGuOJBf&kB+}0HYd5j~T>AIu z{taLF_fqx8f9~kJi38lrtYdhlzkeMEXGhfVp~!)emfJXd{suYaZjqKUR!I2ppZ*Y5m15hYC|)cKn@^ZIR^J0B;x zi+?8DFn-GCFd~oNK?d!FLxHJaSiwQTp z-ejBGf>jZvUT@-MuD!w`vARe&dwBMP_zkO&3@HcTAq4NiBz#fStBK?0rCK34^ zyf?7=Iyb8ZO#9>#bps}F8Ef3*WnA$Em9rN~K3p@Z)j3X9FY%0IHN*Q-pssY^IzC2& z4Ify?%WvQl_p<1!v*;oVDKRgRh30!u7g5V$6Y*u zPtqq}xqxsMpUUFXS$qbc&Ej+Td=_887cbC;_!6#Nfa2oIF23U8t1iCg;_EKfT*l0= QNNXFt=KCB!@K68nKhUP@g8%>k diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$2.class deleted file mode 100644 index 3b9cb82bb33d8178a1679423e3ae9339c20b4798..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3865 zcmcImYgZfB72S6v7!bmM>ZFnFBuY(;cxhzprj4O)0n3SEBq%bZHf__9bP)ri8D(aK zNuTcfm9+g0`It{hS8IDUYqhL??62qt|BkNitC!`VSWZ_8OZVP6_i^?)=bnAfzy9;L zzXSLh{v?n$E#ts-D~4H-PT(6Q*ONxsw+(p|NXNHa$5_rTtGP_MBK;e|r0eABc3{

r3v>~oGKUYj&c239%ovEsV6 zG#$080i+>ZFYe1yK$*bYXK|R0u)qtg9iQSf9fJacOO|5=R|U=|`+!}X-WE9Qw~8k9 z3dR3^TWGsdJekb)#}~yAMj{wMR3IGeS-!x==M6_-WU|E2+fqePAkhz&z^LUMx(Bj# zqXjM`Peyq9q(~su)gMWiv2&N5rncSa&X_4gyMT{w)6J4?)PH%3rCG z*D00Psb*fMR9>eTsZ=MgQ{89v%WHw@lUJ1a>{;Z9l5b=?!yAE)7X+TI$Y6DSbA9V( zHlKN`uvOT|#bYZ5E}nDjUTlULJ;q3$(nYepC8nAEhKI za4OjI+&k;ebsDmuQ>y>uapSDQ<(Jf5!|9(?3A9ZLd3rYAFR*G(Ef)x(gJ zn5SAV3bVTP6TdZ%43kKaw<`jyS#RZsb-E$CGJ?kUZTU7 zLwMs85i6+sR3Rs*WM7LQiyW~om8Bne^^#(;(RS9T&@d^6T+gald{YF*oBru=yqev$ zY(6=%ETB&+P&PAWu!%L|e5RMB-z%`#?b#OL3;g?Y(EN07TF1iw0f` z2$ShskCJJNZ;_7Mj7m0NxVfBP&2)uRO)f_9ZG2}KJNRxCF?>Po|DJ$WyD0EV$B-tU zHS3hVp;EhwIbXZYrVOtr0ATZIs z?_CdpRy_={eA84TR0ERbff|Hp>XD^JBr&Z_zil4hJr_B?8_~u`BHD9WW5`Y$Pc%L$ z8b7{!MoWtsEv+rQG#)zhd~7H-7}JJA>4Df-Y&13;)6;|he1A|I($fR!@aqwEGJQI- zWIC?%PSvgZ%u7O;>4d27T@#46?dou0-px9@Qss2Imv5g`Wa#*jz}Y9%r2_Bw&Ny{y zv2NLA>9uP}RpzcVMWkoxRb|;C)pZiRcfqy5ME^9{PpKe^pWv=QvVBZHFY5RiZ_|@k z>-dGhaHno%<+SRS`A){xT$1&+=~-scmN!+ybp@;9m_g$q9VNe)4svF#H8-}#Dn4JY z7NyscM6-?~y;a-veaYHmEaQ}H*C&1RrtZ09+(^N#dnI|@QfJ3E>nx3{a@+DPDqD6O zmk)?4^pWOGAK?Ab*+aefz&O-n%&#ziWD?H&nj-_D#u|NQaP~e%KcYzBH*BA6ig5~K z`~r^}#{}no%dv(C$D|W}t3y8GAp`7l4{-j?nZID_1Ag#tvDr1+)3XmS&$)}oxRjf_ zhgXjA)jaz}_E*C5@$dsIKfr4revIs`*p2(h|AX5?_#N9Yv~w5mdyY;~62e2)01x?y zK5PKJOw~!8#X2?!EKN|~#3on0N{|JPl)br@83~-nP1;NnP=vts3jP*XEBNt`q1~Fl zk6Ty5@$lSVaWNkLGv2xf^FvNHy)x4{F5dA<97U8k$IU1=0H~4V@u8Nd-W*@1g58#< za@?-~P0Y+5V{eYWm_Nq;J=mXAG0{;mK@|!yH&KPr2+IUjsK^cAUCLvWsW=1A;pg}z zenklH@hglU6nt?lQy^zM)~4^5 zExRneKv_k?PdUD4&1L5F-a@G?)#YH+_ZI7J;8a~Xr<9`t+Y1(@QoOH5 zXG{nou4Om51%hd&{<{i)&@6b2@Q$b{}n`EvQ=a zE7icNG|jSF=8d-PojuF{UA6ZZspUIf-PRVQryiF1xcnO`yS7)hmI~KpF`!I=$;WZ6 ziLk&kts8&iUK70ny=ljDg0liIjCV0>_Qa~dR<~0$zEjZteO}RaEqHW1(_OzP`fwnE z9z+Gg!G@y*uKd^P2pkwKGD%#iV=WNxrk22f<8AqyvX%P+FO4@7WN(B|>?a8%JMey> zoG!>hy}T#`yJQD8b408Q4DPMk|nGr5J2@+kCB#I;~EsWa-TEaBSn3xub=&bNP;^lM{FKbn2@CxNW zh(9J?6?pc3foEJ-mTfm5*nwQwF3PITDif~@SVh})3#M>a$2PVJ+#^tr^%Pb#V7iS_k4c2)iU6LxO)r-352X+%oTfysn>yAsLmL-9q zhd_+G=BU=hWk&TjRS>u_-m$(O3!}T?>1>B&5TgG-ko?cOL)*gtr#U%gea2wdt=Wc%xBKc$0t0xx&!DBaXC@y`7Y*e()f?d{Yiu0^qci`w`#f#Kb1 z*n_A>Wh=xNlc5Kp2M~2O^&~`7w;eqr8W<(|ZF%SBk;u-?h%pq87)Ol8rW*8IwcUrCep{YzlGq<)ts+Yfp|Fh!o!>6g#Du?7`yUF3!beqLe3wl(FPf+^pB{bM z1hKKd{aEB9WZo~a<;1c+!F<)OId;L7%X;9syi@kHGR_>5y1#?y!KIcEn+3E>{ixrb?fTCW86$0`3D=BS4@^gQNy ziqc!U#;Mr_8pc}JbwpX3hrM5yeLBe diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$4.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$4.class deleted file mode 100644 index cecc07f8823739100826f35f1966114fed6bce07..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4041 zcmcgvTYD2l7=9;7yCn@Yt%ww?M2xge(`+pjkrX79Rsv~@1kj3#n`B6rZgy*SQwpB& z^hdnl!YlL<@bqY}{UQ7deS9aU7Mc>_K`&-@c6Pqg`+f7y?4N)C@;iW|_(ovPF!d$J zDe6X1+McWDowC#muBFRWPui~O*m^3RQs1TvMd_aLqK-XVu{?9xk}20UUC*$+S?Riz zccT*;gb>}CCC9T&TPbrYo@q;0zq(S=P1}=Y+pzR(#a)(mA!C$s1tZy5t(IJ=*m;je zU45oLIyjkWxpSvpa9_Iw&j{}B=fWQlN zi7f!p&?(S4Y1*cDOkis0(fEzG3nn>yQHXu*v@}9q2lR399Bugccz}+yLbScAR`v4a zCCwxfA#_G_mXlu+h%_8%ou2Vz2;B&6gAdyUqC@G%@-0HA@({Yv6GR8X0s(K)bOp{f z(S17ml6BY}&9m+;sS0>Q6kE9^u-&v*oF!S`tO5syHm75F^OQiMMaU2A|C2ITDb7mI zC>WkW*TfZpo{cnlEIWXA>ilE=3#Fnq}RzmSsqJ~d`VaNoNoM`e^Vxz)# zyd^Nad7F~2$|gB5@9OF1@QkP7C4pT<=}pa_o4;^AJvV(hdm(#vdhX=(Nr9b1Eieh; zWgG}1ia~)6%g9NKQKUl{MobmT2*abwu)|v{JJ;sz8N;+HWhwA%s}!() zbc_X&z$*g&Oms}3Z*y8gIEV>l>{aT0kQ+6;){b<>HN4I}P^$=m!!7*SY_cT~NlbR* z2#yNuTc^vkWyzvpWj(`_)2n&8tcp~_8v=UXu&jvZLrh+&QW~tjFYuB)5VTEhHH@S@^sYR7Ni)9#IceBRo8qxwc zhFb2>$32$Xlk;X+1%7)v#@A2Q|LjO?Spr?y7GxpLG7a^rzreFh!@NLOdM5 zXn1dZ4>qgW)i+){G<*<35@%HK9}3)R0JOzHH2F|f{}1WjjF7qk^)?*cK>5DXieh)4 z>V)b*MqE+@KXbBbsu79IS73rC)^6?$uH6j!!rejNZeMK}QN!@s%{{&`5%Z1t#zSHM zp02(?pKq*VEO08QWSQRXNyB#R>m{e+^0GuDv1YZjEqZ~mR;hf{RYF5qVDBTY$O7NC z-n>d{u3}mRS#Dfs)s6c^ZHniQESF@#BtbSgV~e~ehnpcje0lhn214*q5g2Mj-wr7a z*I2xdUajG}z_#Wko8zomv<h&oH3QY{&N-H6$ce<@PZAl&pK^4J5=tf% z8@YoWvCjBC^nTBGfzQ}SYTwX@XZXfdbzN$-6VFmdO=}Rnirgrrbl#;e%1ZVp49&%U zMEpA?3#4ift^#(mB}ab3IKLlS!{J#zcf@0{z#YVY#xXw@MsFcFdRr|Sx&14SFZ7+b zhv`2k=Evvkdl2}G{%JV9|0Fx$CMS2%vLE*mXG^i2VoS3%Vu=%$8N5lq>0LdlD6crD zh!nTG;;1?<3yh$Hs|J3BZ$bGsdJl6)0{wyb9USTp{DAX!aq%`6)PRar10HAsHGsGA zPBqX0EYuAS;9WxIuS1pzr)cgH*C@zlDX$>wjg73~{Wt*`UBl(OFdjD1+ceQj6Uu7} z(ZobGre2zupotEA!TCPUsYn&ttGI!W(T^|r7J!SDx*L9c#Tg&=;A=jM9PK8i{Vpf= z(z!IA$G|0ic|mpiR2Ojx^NTL_BTqYpOYo;5)3}nR^kNz&uBNdBi^48SurHz0h2vt` M#XBx$s)LXI0W&9~O8@`> diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$5.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$5.class deleted file mode 100644 index 575fcccf10a945326d7b862ab8342a892dbc5d43..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3470 zcmcImU3U{j7=C7xHf=~h1tfqFA=30KTcAZH1ubnVfwaY@En-#NB-3=;&2G$YO7)5h ze~Fh~p+|uu=V-6}A0GaN$7hl>Ei@2N%sD%meP`!=pZDvT`Sb7Jeg|*`+XC~3sc$+? zK{pE0_FO&Zl%<|`EnRMV(soV9)~8ZaYAu;BNcW}}b?mu{<(VZ*PPwk>dWP-IN!R6m zH#!l35Mm;|>3EiDD`if_Gi~YW8(T%)v^`n24NK2d+>*5OX``6U8;RYo)hBBeJLl1; ztIyVF7bnxrAXeeh099^#yAY>quh$G$Cejviza zhBt|;4M_VOP`XXKVkmTzqyI@e^;f}JhF#DXvKunz(Wb!2>x3-;zrd;bju(V3fOdiQ zNz*pHs{&_ZyODl@TZzFHfvr|w(fMWx`S&$L-<9ELEY%uc2pu>SL>oc^esA4$1#Z1* zI0A>FIhKeeRjvghtzZdsnf8{mDeHADa4vQ*!-EG!0`VrgpJ|mDnXMG&q-W#}&tQ#+ zHG!V}9U0&BD7E;Qd>9Ww$fC$6SMBb&>h5^0yW^_6|L&z~I3WWmlI? zGDXhSQ;q3OFMv}5M+?%MURYdMUP{d;?`D=Wx03TS$r*veu_oaNA%b^{2-Tb0-$wA6UOrYCaFFW@Z>{-LKDrG5fq*?S=LKwnu5Q7*I@TH?; z0{sUw5<(ohGREcZXBi}b3j(M28aHKGvS3&l&+ue&J10x3S^^js&~t`mMLZ`mP$tfz z9EfD)8Y3SWsFle;Om+~75qL?Ein zSX^wc=@Jmo!`PV4_J91^#+7#`k#t{~+u}d|p90`Kei@bf7cHN|_>G)XQ?2 zL>s`gKu2mmvotk7og_8vcDPzhgpkB+CuZp0V?N2eYrSk%p8jxzuT04qcrcCW- zVQQs|0ymlz{z2piB~9ED7;nb%t>6T3YwuKQ6u7JJKRp9j4B;w1QqC_4^z8;{AIoXQ zEgx?vni_-}KqlB!6CYjOHr0$Bs^wMOcJB8EckTzZ-bhe8rd1z`cJ3eV==b+)W7?P) z(#CujLcRVy$@QSx&A1(!G;GKIw&+w`9+5ON)JQ|i$`BZ97NeJ)gaMGBPQ2s_CGbP@ z_EB2171PSg^6qs<-N>%hL}XrBF3P+~GHP^f^IO3MR`ZKszoLN<3RoA2?W$=NsQ@-u z6)*of0J42&;}XW>ecH)0Sp8{-bh=`cO(Sc`B{lH7j9IV^ugdmaWZ>N9oKdQ;^`v>> zoUatKvRs#hQnoG2)0W}7k_Ti@(#~0qOM+#^tvh*vV8*GGb8^;Hy2FbV-t>xc#dJ*? zo3d?(6tC{27-Pk@u|@*?hdP#kUZ@j;Z+<>x1gF`y*2@JIlKSI|}6bY0#9<7Pd zjUK*%s(R7KwQo4r5agV+z;~tOdn!?tKK>YIZx8)~fgkz8-`&FJTvLda`E?ur!%v{y8GVFnm;GV?$gemb_Wz9Q4{_rG7i*3VRU;B^I2y)Hq`Ah; zn5!ELW1i}Lb>~0soua9Qy7P0~uVUIaG`xdPN9f+@4l)n1{Je?2hKW9!P>8vSCiJR5 zeKetx(FTw5e#%tpfMeK15jMe8_~yqN%sLDowkXkLr{$`&f^8`hnzl%25sKhRGEGl=a!$;gl%hWH z=5O%TCzns?QecTotB?LDm*3=40u59aEVEW-=Ioi-x7qvK`|p2#{T;xE_)6fGWt*#> zmp84vbbV!Jy^=I@$}#1-FI{DOt~s6@*LzdByj0VE+;eBjj&BzodCl{jNy~9mJZ`&= z?aCZClPc*d-*U4uJ`#cuBAisz7d4cA<*Jj8R-a!q(C4Q9~S7^>STe| zG26BMa{@k7T#`nHk;`nCoole1(q{jP~t-ePwF)!qf$UJ-toXNANBVh4Btz5$r%`I}98a*jW?FG$WX3#&Lm8f4St{ zopUc*wo@)ifxXQvScu>ldcru0-UxOgsyX)a^0OHp!l1y>t%f~=JQLo!?dC&B2!u1< zdM$ZrVeidGOX^7-!7xU`FmYVq(9`rzI*!a+PTFSWSU8{pHwZc(&p6b4I7N@AC{)9f9wMaS9(W!U?0rvM&&dYrYOw ztyP8sUpLR<{|JzcaJ5~)HF~Iqa00)*miYe@pPQ(!ecTmhIDN$ItA)-yu_S~Efwtsq z`r7#HojwPO+&BRGJ!_5Di%MsY;obW@Dj_AT^nhL}-2A#k}#3T(~c zt&}F_37l+JC$>{3gt@0xXfsrm*;oTZ_$0!9;+!@QXGUQyz^22{ zgU|zr@#(2peribmRU3V^|yxwsG6&H--bp zTcg1P#wFuY_^Tex*guOqKB%nC%tCBgt#V?T6esou^5 z+AvD}wLNEQO2uf|7-`xbCN=l8Me{t}!nykij2lCbFn%`J9US}x1Kq)&@bN<=A8@m3 zV?PD+;HHh;xQuD;Xyyut9cr_u!uks z*OT}(i5s|?#3F7b@fmI}GF5R0pD&_S!BWU5WEG|rMinnhKIoDnujNHDv-Pl|hgCf| KiWQ=u;Qk9f7veks diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$$inlined$onIsInstance$2.class deleted file mode 100644 index b03242950022c6a26408d6fdeaddfe0c3946ec3f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3548 zcmcguZF5sa6n^$5?JXgcP(Z1oMhNyjw^l`@wb+&-p=pbR7Hbi`Nw(>wH}}TuO)0+2 z@HhPG7ac#TqriwG9lto^Px6EMY+l;f2CD<(OtQOo&+a+TIeXrI`{T!-0lbON1g_hT zwdVT;%PvSSP*%<_ODnHjOKt?xQ;zRh6R8PJo6Z-cnh6rVH(PN7r{v13zVA-iuB#FW z$8#M|=1EMcl&1pQ%gMxu2_Zxzz2*m`YSw-w;4x+0TrXOV7s#?_yH=*6O47@x?P4}> zk2X&0BP$gz7Z8H7F4R}AjHO!vu7alkvfKz7fTwDoleUth>6`YtZBe>wr5zQF4Q#O~ zmHlEVu!>SCabK;6rB?^|K<6DTD@N3qNSFts?v7w#J`^WXIszlfJ3f6q~rpyK0 z6Bzt2wlEPEc)ot)5%w_AE->86Cjaz^COQP7&5tGUdGD4@cKSlL;<$NPZWva3!enhL zr5~{<^Nt)ZWLUIE2FywBd+AI9PR*z>P<0^&}#PuChOoqi4EO`Cc&T@{dHQy53H0rDN(N`yVfg2i#V4*WX95$)1)eI%U~2x#{KD1L z-1G;Th0NvYx%1QK1&;K#U?0Wvcp-x45Rc*jI`_fA34w!kkqk2?6U{gw&>5_j{af?i z1>12eWhrp9l?IDZyo80mM@l?r zd!8S}vyv+n!~;L>`QA{K6x=S!cnw-I=eydAb^1wGb4LGo2a-ELWwdPybR_K|!x0SO zW$N+wWMkqLffu&nrO3BnyP1G7(}eFe0V~IBssZ(sX_unxA;=Xb=J%ZC(q~QbtWG`*0p_NAV1v)%Tgj zj1r&jbjw7t=UeF8BYL27U1||0y90gqP7Cz}UTsxO_JU*L@^-1(@=s+o7fKUXq8P_H zt^8GiLk$DX%D~Rsfz6y}6xT!SObk5;J%H(cO)o+uZa8|yyl>=bx2erLT@jQo zJy>#$K!h%Y4*x7gg7rZZ`Oj4WCUrlTtkrO4v9e4OU~;P}C7XFw`?=qcheNwf(cq0IU`<>y&Dy3#(g>7reB>?~VVJuoPlbaQL7cB%e-FwJ&! zu2Rg(a(!oC#wmDqP%S^vl;_EEwTY25^TBB^=lY8Ip0Bg&=LI4ezf#W03y$X9eWk*t zuqYQD8Jd>dWLJ^?#3(UssP}xHeVCBLnx*N7}&b;L@)+ z@Bl+gUDiE}Jlw>q-#ozSrLHsg@Ww-)4Pl*QH$un%q|6Ypn|PBy2oArKe2e5x&LPBE zjN>@NzlIv;&M6$mS?Z_tovee76Y?ncw7yIOq-l*8c)E>q_X8M9L-#OwHryQ^`~d^q z;qP$qE-rmTV$BBq)K4R7*q|FTNRy`bX6wSbF{d$OgS!UaicL_|JkMxRmv~=u=Y85qtk2!|152`LZgip9*z`>`S z3tTNy(QC^HrSNVFODVjEt{SA}@QQ4gMCS@9K0e*wx%_s{?U diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$1.class deleted file mode 100644 index 1a15684ed0eaf793edc60dbab1e0a23b0a91e382..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5160 zcmeHL>2nk39e!R(*4k?sYy}7+2@ye!ZP|D&I|gdIq{f({_@c-_3AFB7TFZ-9yRLR+ zOwu;AX`A$*_m$pFkMx>p+Gzunnbz&c{tNxmkNqPurO&%MEU=8j4Efgayt}X7<99s2 zbN$c%{^hR#-iO}_oYYNi*>Uoko;PgI)v`{}&~mP&8Ec+lyQX7nW9c!uH<8O5?xdG+ z?CFx_nJbnt=Q!55Zdq<3r9cRwO)Wc~W!jR6Q}RsPaJ9>;1AnHf6fr zX!2N%QJq-whG~~{$#e8jRg%-XSsd+YKw;BbPffU$qElG$w1VNflues1zY`Lhgal{g znEzKMYUy@fn_akUWIe75^gak+3PJ+=D>t?PO+i>7JZjpecTC`5S5>nuR3GU+Ctz=P ziU2h-#e;hZb(RbhUFq%Ril7;-Dw+@x2zg7UD{$&zi6PLM$kJ?mjwD6(7r1uP8bWN{IuceIo;Fg6Jk+dXMN1|Eqh$GI7|-WASkjZ zaAf`X?UV7_SB~F48NYqBOkXX2`|4?J6~6-An_ZD{TQr#ivaXh{O(#7C`vvyo4R3t* z%Vipf#_ySM9>FKGUN7+yK{ts z0bcRf`~XceUFi#!q2L*TM>fum6^r^+nN$=UCa11$a&E>^6-V%1D!y@W+_5Z%IDJb2 zE!u2Kf}T?(Y*lpp1m!d0`bdPy_*g53@N89(yY>}~2`EdtJ437boS%vGv}7}d=~j$lX2V2tB?b;Ffr8Tl0nZT_Y+#nn z7U-@R5014XL#mmQi5c ztsZE{Y6nO3(MQoj$SDKav>IpnkO*aoB zj)ISGbThS}b+!7=Ou;83xQu0~{564&DnNDBGEi6zvX>3Whma4jvMkFk4w z$Pu?Q>(}(|u4-hditkC)$a&ar;2ef`?LC!)>Ka5T^y><>hDM%$t-QKdilkJrP2 z=1_m2UnB$lO#^CscwgnrDOFM?rmds8?buffPRV84RWqcY=!6t0Su@$Te#F#M)w9+( z&p2s&(I_%2^f$u#ew~@iiRyq6~FgfRmS>oxt|Fe ze{zxZKzx3qWVljKzzL4X4zj{YMWD^rlk7 z149EFYWOIq$#+#3DaMhZgFa^ppe836TA^_#$EGhj<*@Xh(~G8T%I4%lpe1AGSxEh^ zu#Me9c6nM~sqF2X;-}|Ksjy%aD=U$-Z5zdLOLtv^4fM_lJ8L;En*nB$C5PRQS~mDe zQ_|km$odS+GbMgB7L0SIYf^?W+jiKc$d6Wm$0~bidv((;`kB6(m;@BQA$wk+9kLze zuMh{z19yJPnTDW$MoETyZlLWCTw<8=xu?909oWfVAgOkAaPMcF2cUA!8o}QrA}*0g zE7z~z#KH5)KcVwC@&@o?`Q<-%_1wfE?xof-INjU3j-i=hHF!95Xt?P%j$F8b;dP7- zhl7WeSko=MUtqX7)_e;m1zy7eIZJb?CD!tHOulyKKe2GE2xk}1ei$DiHvL3q9v|h+@AoeO@pS9+|yX(Oq%9;1@Smf=Xs7rNERg0mF7B2s!e>yZXu(T&!lm7_MNAd%TRRzMyjU0?7v}Mzz|<$m&I&k*ub9 zUkcQb>{-VrXt2RU>v-uceCl2n9W@pmWFaNyC9=?b59%Nb>0}Ci$@P7lNtXon(yrgf z55g^&O`Pe5PkGXW=$6Y*uPtzA)zKCENpGo7hX?zZ^r12^~pT-yP#f$vU0ltLm l7ooWLvWu^{_^OMqx%j$^HJ7pSThiJ=Z}}0&kNwj>`5*WF*^2-G diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$2.class deleted file mode 100644 index e2801e7191b52b23af0cbf0054db690cc0267167..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3829 zcmcImYjYdb8Gg=6_S&)>+ag>XLLxw5`4X*SQ*JhCZO3UuWI0%NATcdnNyqZqt6ia8 zIS$vfTw7=nzu8->TYj z&2{ZX)3&|Dv<@MJk==29+j0~Wx9(ex^o;G@ieWjvtU0D_6hZo6K&TyQV>1Y$I!V{@lcw z*#or6Kv1>jR;s>Hk)B66#&YwWP!y5q>^trbyHa|cd9AVHl4Duz?0H+ z)TxFd4dO~+TNZuN1g7rAVLHMBCt4@&;4~e*0=;vVWBF$U9#0;k?Ckg@0q3w?G^txC z?mbIrvl5s{W)9aYiarcP(1WNz*x#}|f%89=8Uh1}B13IU6)}PMVd@ABTF$P!BU>3P z@MQ8}M8^-31X5jif3GOc%0j)oEPbtnQ9wNK)X4 zzg2Uut~dlKyIzw5_jmL9r6?va8NoQF1VY(FS|D~X5>cdJC}CV4XbDpop<`MgqO!qt zh;q|WJf&2f!7nKP`{<$L8M6MakTZlevtUad&oPGr|JgRnyMbkkZZKCCF}NYqxhC*n zrx|T7v*TBy#N;y(%;A>;PXzqBW9fpsXE|jZ^VGiJ?zNDHfk|HJ3_u%!qFBV)2o|s; zaI(V$Dp)q{yl?t)X|E`&N^u>(7BGqgytwbi$7&2oMUKS_a+ApwA8S^^Sp2HxZ^Z)? z>_g@U@yV;~DYN2LDPM@-JhIevt|UFbRxc`i8f@2w3Ix5=w`tk*sVoT$HzODzH&^w9 z(!^#l^fpxxxSH$=3HNkK90usKo$hR5x4{2@0?9w_dI~K38E>a9CaR$IM_4Ze>~_7Z z^IFmI3ImnN<=5tOi%g~3)s;32>4h(5RRkPJNG*s#| zD^#n_2)x)?H?2?{tn`DFF6Ie5)$L9@OdTCWq4pgd&LXTn9$PN^rOR}V~@o8V!bh~FO=?y4aEjy{V_e=``<5nwLU%FlMbJcD9-fhz?|v0 z&b5kL_gIWnVIm08p}8h7+O{ib?{aR&*_5h~)7^Y~w|+s#n*#TBX)Oi5>|SY#TcK{* zC0T2?fvQ7YXp(qe$y!C0EaF;F;N5$sX%_gM)cuhHqIetcu-$62xr_I7TxSB^eWQ*) zu;)=-r$F-VTfgf~b$q}>s!LTbx5PY+WnF^!C9`I!TWU=W0{wZb?3jMzIvphL7k8G; zYHMvM%bq<~uM}jhMTuq{N7fc?)AJ-dkD(=}XuBR^oyolA5~m}1w_YpCbC%*gx>{!= zT#=V7&!Vt-$8mYFsH+fZ7DEqHOy?Ww-Uo)Eu4I0N`4DWl@-b%yLXAE8MDOG+4Bj9~ z;Ex<1Xp(URL;M0+4P%6Bf8tz2gmWSezZH`&$V9PSx{b$Qp7;mG{>BgfW}2_Ycy#hM zPI2w@K4zAuZsO^EJexbUkLPdWSGRHQtFLkXa_q%hSpE;UhwurV0y@TSZU0!d3fVnB)LgG diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$3.class deleted file mode 100644 index 4f37a8760f1f62aca5a650c7ba8fd316801765b3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3707 zcmcImYf~Fl7=F$su#koV>BUknjT#FLkWImBiB(FejSWy6pjNzXl0(?C*^N0HiubDj z!5`p9KWRtXj-64)kNzmf=OiJeB`q?e$?Unj=bZO``|I!Deh2V6z7x1$JJ!1Imo2+2 zy+Bz-zb37caxJ+TNKZMwXH93P_1SExEY+nT;d^s+H*l)1T=ac+#&%tmm^2}TxRzV@ z1K06162Bfeo>bQLjf&-XfvkD9Yvt>zD!o$9t`ti4)b?$CWwq`V0}@l#h1O~^lk3D< zgG~}3%FSS#wVCGjoULRV>t)-iWkz$??G4)^FRqnyRFFxYo!SK(Z4;{2{7N;jDpD!Z zvF4g{Ld%)Zf=->~f1B+cLTdVsSGTnUnem5d?iYW9W!Lt~)P)t5IB%1(kWc2Z7UGpiyeVJ$J_ANWy{wEPL4DkVy8t?I^cdFe9p^4 zy*wuayJQD8eL}1X^zV$$)OtXu%g^CQJqWTaD*TF#NKffVPc%cRiN>T;2dQk^=-?n3EDfql+)p41TWl3P*p=8BV zGod+g=}Fy976fjLbd0Bc<>I~a=2Qn~5Tf@#p#1NuKwHB9rwHs1eFt4=>-I+Il^5@O zo;KC5 z83#snQsC_lLAE=dc0)RdC-7pY%CQ$aCa&JEbnPHf*3OD-;#w55xS)k!5g6Q#h8>yI zsBDDT5gB?AdH}P|x?Y4R>ZYSt%mzk@dRyGOc`UMZGhz(HBgQeK@#$@IIk0u}cuy=G zGtx#{B#m@v;@N@l@uy=wvF@1B6H1F%f2=Ro8#B|!pFeaPJ>6-M?z$M!xT)0x8Qb%{ zPb+?1F>c93vTdY2-BMs^Te5b;HScG=RjFe>-ATKTtIH->Hx6}Z_5^d7y$D#da>^Zl}2bL;~9XFUk?=AE)<2aU4T#}ZLopR=p2 zv;G{r==pl3AZsm1H0yb?Hsjh#Nmls&S+D5&iWPwFyyi2dNAiBXR+JYUjeF=yovmp_ zE<4I0v1!lqS%Y+=jWoldi!NqzhOV!`0Cef&F3gYVh9{qKWg*nKV(E|m>!1oa9j^hDr)R0g{ScWRrKKsLRoy2#m8CLC}dGY eDGQ0!6}Fv3wzdLO!BM!bu&$6-cvE3o!Tkp}iXxc+ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$4.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolCalls$4.class deleted file mode 100644 index c61cdba1ad8eba36ea7c15f94d0076ee3894f53d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4050 zcmcgvTU#4N7=9-SEQDABt+iCqXk&p8vPiLNL#vd6jSWxST@AS?$?>G7N_aA=-a1vh#Oc|!WH z^pfLQrmd7XWzV#wt6y0u>Za|m3_Q zH*>AxCJj*Ks#kYyqWXE-aAh)m#aJ3U;>4K>Rpr?~9tMd`ZKqEA=fQ58j0 zg^@hfaA{KjO1Ej34dva~P*uBS*aiJG<)mRNsfx+U;B5Aa%y}FWi0=gq4FQ2iYZBW4 zqM=owb=sON;Gz%@?WUz3@&=%L!E>nYdUtYnaV?GLuU{z2nz(fMbi~H+d%c7 zokQkbM>NMgx1>tgP2O+kj=%$^z2Yp%+Tj#9+P@Y4fvrOVi6)``>Aatj*>Yi8dPd&x z47w&R3v_O#lf;t8QOi#@y2XykhhPZ$EsA_{6@E%6eo9nvNiYnV;HD-T{FK*s2m^?z#294QHS=@QC3`9(LjwD}#gcP%)+PyC<&qS5uo?8s7ahYv zB=D4gKOG$w=-#>=AsoY~GWIm}{+ROiYq=>fE6w zNue)et{vx*3E?0fQt}rBe9KJu<9}}_l=O&djtRW&pj)sQM! zHgZeT#&YeuGtGY%Gv#7dmTDuRlx@q>gk`v{Zv9 z^!3b@d8IGPi>7PRz_@KYtV`<82Znj}T9`%}REDy817WDb%6C{@^Eme*XMD&az&E*$ z{WbPZQ9{XtVuQD_FV-5ri>`0@EpUTvq&kOg?B^F()pV)e0X#?@RjomEDgL9>8du$+ zFUm^hd-Tu5zC-+Le(*P5eQ_0Vh);6xdyH`Y_&T1Q=6hc}77N@){0E%!V`1nk1cz>_ zC4)Eb;f00n(|0lX3&s5Sh;1hVztKMpFFkRF4e&7s57M$9w-Dzu&gU$j6rUTMQ?bMe z%M@Ou-}J5)Rg`z2vqXxFplGay%K{^4;i}$y@GU6chVEkKM4%@Szm4NPfp0N?2N!R0 zK^3T2CE(r$P`!8suT}!>#X`+sFJ2>L{u*TI@Hov~;+i#TnWnsgtSdISjyK{2WN004 z-GOnxiLQo;E}BqYQ-~%;D=~G^#3)U);1iA?W=}<`&|bxLyxZE2_u2aZJ@}NP0k~MH zx#P!Y9Pv@+bG{4g9U`_pE(ac_lPNrc-blieb6B6gn}Q+0?gn)zqz`Iz`5E-AY|fwGbC`n>_CjjbY@!*ce8T;T`YB3+xOd z#4zS(>&u=ejCO`->mx9HJK*aw$tLF-W`S244wG*@RVTH&tLdl;UpL8Mb#B_!g-8wl zU%pX9(8N##QFpVLQNsKY{>~%6jXu_}z=Q6{|fkuqH;N?<-s|<+&ZU19Y9K;(D zwBZm#(Ah8q!`&BJ^?GuGf~7N&w@Z{kGRhd@`>Dxrz_7OME$$@>!|8#&4jSA`Vi?>T zmXvlCgHk&$RC;7@I_HFOoZ(23JJX9xi!008Li$d2C3`)+Fq58PI5gnHK8knH7s1ZLDPIB=`gl15rbF^2I7RGeYx+s%5- zG^z7lvCi7(s1i}ymDtXMW6Bsi5p1VzWk?wdoC(E($CRte)ySXUhuY+2a$DzwZrRrT zlI;qDcaqZ6T7K%)n&FC{D_&L%pKC@Kk_{tUeDVxx%FyfRbC3kxbSq zgZ@-47y&pd(LY~PFe#gL_|^R|!76%U{!FnGqMC;N2TTKjY*NwWCzbc7KP4pJ0&ohUZ8Az~~d4efSjTZ}wb# zj7z`MsQ?@rgHVpg;L@zC#Wz pt|26#3*-dy0&@Z>L6tCST$?O0C diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$$inlined$onIsInstance$2.class deleted file mode 100644 index 7108d59733848675948500061f3c071c5e2eba21..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3474 zcmb_eTXR!Y6#n)}+EYR(p5FyZePN|AWE7+DIfwV=^7HbtaNp{miPtK{?C#5LP z@FRTj)fXL~&{1GyMmoMY>Y%eDhLneg4pXp^kAXPK>%K?um>&9x)a=bv6JlnN0Wwj!`eA+H% z^Y(E4v_7&}_HqH0P}aHH>dldKGnFgqQvg}61$C9jtJ^VK$>EulmR6K`#}4FlIanzN z8Y-^z-1L+&~s%=qa*GfAo80kGde0sQwbZxI-O=oY&TtJ*a|9`R3L|EWp z?Zz|gG|?(B*v!`FJ&%btfoS6+2z=e$)Mc7Yw(PihS*klszwuZV)#$DbN0sEFOM|V8 zG4y0*UU_ z*2kjQh20UfV2?mJSaOuW^=Df3a&m&fvOSUWi_9P$WdiZ7)D+m^c&q-htR;%TvF^e-AE=-C{WOuLf9)Xpi3k6c?`3{1Qxu&*G4@#)LcvooowiEEkJ%%zE`vlC|p_H;L4 zAH_i&ir{s`qu7D=Z7^_HU}sHawKQnP34!)tspQ|B_RiUkTP{g~z0E9`i{co%A~=ff zD0U*IIrcJBDrs2BxT&)1Uh-*zEKRKC&q}UT5D)yg=X(Pc zQgCZU#;d9&bH1zNSQnOLEwS5>d`hW|_DzAIq+?_-f&m<-9ZyyS6K@I}daPcGd<(Xl z30Pzr^m|*t%GuP93U!rOGK;c{N-nb4#=ELd+ZDg*1WWOafNsM(5uDH>4JQyV6Z)FV zRqU~}YWXoS!rZ8G5xCtv*|)5Zn}cVosB97t0$;tL_?K6no2aE9up`1)8fEI$qH~s| z#KgEjTWTsZGdeXs!7Qtrtck->OyJx$oW%!G9KfskKI@aQ!Y4V=v_x#_V|{x_0|w27 zCh_0o4W52%*4#}ffw!8qiLKNzap`dr+K4-4HMT$#m!mk1GurqWfn9Y6P0GN|+kwqm zW)xRLoF)tnga%+CU)GBdiEEBtv7#G!`fYsuPDjLOGa^Q8{Z52GV?WnzdUwD$FAhiA z*6+l`e$i_T8i&JeA{OE*Jk%O%AvttD^4oWGynPTW3XGqrCO{jy?55LAwGI~u!I zwaK$GG;_}LdgxO#j6kw(c7vCm7+}uIY`M_j6S2rL*f=*OmzlXjw>XD?HW|UXFN*x< zDhej`43@0Cm|}G*$s`p_ZuFaEBd^K~);MIbZZ#ds1iopWjW5von-3{NFJlDw3?=s7 zaX-(l(2@38C+F;vV`n*FYQVH)In6Ck+AFpF&NN5Jsd6zZOEt{4j8pLJpwd{PDbJIo z%77y2=$#W@&h-^5Ip1f=&kIB{ez}yB=N!$u^KzL3Us29E%Av4P-99SApTcp*d<%oh z_eaK$Jk4a9XHs0B>CB{Rv0DuN=i-^;3a+`W~Q%w7$vy`QNeQAqM6lyljL@OLx{7@#&ME=t!kW@qu7m8v`^bRR#Q4o zm4}Jb_OcL=rY)Z3=@x!FAHtX)xR0?@;m&aX&*)8CL&`rOfCfyX%MA>Vp@?&!{4-sO4M z@jw3am%jq|Abu-wS~F71wp~bR1>JI;RL(Bxsk~#R^fgzv9K*I!W0^6zH<2&s&ZL{L zt?9Dq8Y`wgXWQni?(oe?q!kDuj!iAwu4!13j9qpOOLtONR*Naaa`lp>nW=2qS<$Wh zlvZ5GYa_MO^2lP@%DH6cq)t_5L!(oE!g+#{0ZFd8HQ~l9uO~D|ADOzMt!gQ9H&auF zfzJsI_F7=+0~}Sp>~!RndfqK*(J(9Dx@fpCAIQiJV=eOG|GMh;Jv5K$~H$ z+RJ*?p9P-p-fY#L%}WCPKC~YQk(2sDxiGD}T3&NC`h{2&*x49^{mU*_O%8*DNC=87 ziX1sFp8I7y_gCV%U&eDktOMNmCB=CV21n@j{uClLW z7|EntV28U@vag=8PHBc&F6jch{ct}YK@z8mD5Z!?%MIL66;Y>?}{(z zi}d_>S0zll;#UoKDPGTf&G^_uT4kkU7nqQw0bf#a0hg$NL2TPA($?z<%@<3^6qHyr zOqwy{WGu(ktel=OR%!GGtt z?ckFMBeA$io;kw5+job)laNT6Qojv=E7eHB66;0*lt-{-t;1Qo3A@J|V z!~A_}0epdZbWl}003T(g-?gaBMoi?b)zo*6rCR~5*qoWk&W+8CGql@kks>!4DW5{A z1uJkOh~f!(zf8YfNedkD6>nR+$=ghRft4Ya*mo7X4Gv#zXMEHXIOLatwi8Fer#JeX zdiXl2#_mnQXCt_RWvTpifsPtL4K*}STn)104akR(53t%S%Sn)`t{HO1DiFvMx7qdU zd)4*pYG7|b4YbEAzjDs8e!YGD`o3qP&Czf)&>S2HM0ZBpqAgKnAo%vJaG*If5Eu~2 zz(CWW+8*9lJ#$)>l!7_g&MLOhbvTZzy>8Pf0z0IDnGuEPB zVx}1IL;X?Rnu6~zYxp+#0=N9*QPNu|8)jZF)f#g7wQ!=c#7;pk74^Kqv|UdF{ypm; z)4)~&ze@%Yd=K9jNY*fUpts7}_YFa6TGh<5E<_vxe-I?wiJe(d*t49Zpb`JKX)5C*@2R9V)a8Q%)vo=zYV~09D-V{MiPB0!q<943i zTXf21K4B1`H$%jBo)+n$JdhJ~si+yf+T3e~^?VRE_OrEybp z9G$)J&Iv1L+74?u!+*(U^P*Oae#(%vclmh$BWSkFufd{z-f#@cFlJdcn+*9iD)3Zw zFT+o}hj%f+oYTa}Rrm|pyaMfzeI?&Q9L(w5`7viH1idp#GTeI`ZGYgBz)$$xQ(49i z?Bp9rsvRBN`zhxEsGKvg^PNP*WfE!S`i(p2ypa48x_&Qj0IyVjyyvdoJ2=R_^g4#7 z`})>#cxG4)9tj;BZn}pTF5brQI!1@X!6Qnn=`KDjFx(t#zKc@=H*rADGF)njwfr5E zH}C%|7LK*t#hCyu{O?7)c$}vT zJjco*s|e{zbDbmACjQ3mA#m~FZCJyhSg7yMNXJ5dg!>j&-{fY+fJu*BtZu*J^@mtfqNi3e=J8UB_o=u%UzNc=auO?qL=kbrv0DAtmM| zvPgLz)Ik=~$rSv8>neApO9FfGOFl#RE`CsDAH*%L1n7Ccq7MI0dX;}|$t?TWQn*jj z!>IB w8GHp_y~GcHd<{1)L2>YP2j6h;O$Xm{@NEZc4&&oDq_u-S@I#K9-svCx7pZR4KmY&$ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleToolResults$2.class deleted file mode 100644 index 2b9f1a1f901100fa5a114d709af754e27f1ab5eb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3763 zcmcImYgZfB72S6v7!bmM;-rzEa!t%zBV#wM4Rr%pt`!S#kRh?jYb0I7z-R`~j4OZVP6_i^?)=k9avfByH6e**X^ zJ`=cZTE?d9Rt&QuoxnFrt|yJMZyRzakdAM;jxm#)QFGaHMfx{_LD!kD*@3lX%UiB% zFG-(Y{@|nzA;hKprW@FnqmFTFf#pcw*x0TbmJ>+NF>Rwz^S7i^&YRU@*__&2t(L6S zoKiq_zHzNNx-gv&16K!11w3*m*aJ7$_?$I;**f*6X?fFQ`3-a1G>FAE@|GV=k6xKN zAR7x+B%N)`bDb(}H8M?G zNOj?2aYL2@$^^#0jq7wo1x_`0Ji~oDIt4nXEyoJ32%H^01nktvion)kt7uYKP`=BJ zq18&|;BfA6WN~z%Cx#Bh1){;aXaRpw=2md(KAy%1{xeeE1fZw8dw{8{|b6M~RMmA_J*&uPWy zbc4@n#pg7mlWy@j-G0`y`7AJU@IsQup2e(C@{L?;cq7npO5l}>4CWS>7ME}37P21{ zmJ2tt3sRWk3>}jKF?AnYhul9O z$3+G80)9mOPiGSyKW<+-8ONo@(#ub?vz7n$y{2PYpv&}R_HNCj@k1eo9K<|wCyp!l zS&Yg14T0AVM(C-lH0$nIPDRHoK^EPeW(H!YhVQh8WG^$taTVDZ=5S5m^nQ-Y*|w~h zb|EkWncXSLEkzO?*9DA{Y1^s5O$~W0164VcD#|rpxYSUC9Yd*mR7Q<*nX5zNpZU4qdKiRV>yLf&PYnTDe`#u30uqjVuf3 zg9?;Qu5>og2;3VE%^BaSq8ygc_`Q{~5Mxy&yJMu)JNvX+ zW)0GDhw;fR6mHEd%w^jGt0t%7co*+=V-@emk-$r8|AzwF)_H-~Lrpp~Xlgf!tZiLj zt#~eSh0yJwNZ?{v0Xz(jj>>*YXc59U+Mf$LtT>jjqKw}Z7}&e{ZN)&VZb$fZ(^Ml= z1E$SQHHgsE9ZQXv&a^W9wzT`;L~Qp#OzZE7X|HPaAv>)GuSNUt$JQii|17}IsUVKu;sIYbb8eY+Es=MbTvtrbGK+j^t45%^U{xG5 zs29Fo=Ht@lyt&n!>&x@Cy-=$brPq|ibB-guIotGo$yY*O)+yPp&veWCwC*xP#tLrD zE6Hn?Iy<>kEr02If$~{L0{bcUm!lKO=wr-0#?Qa_3c1^f8;`K?FK&zA z_iUrkPMpIZI66W}1W#DApRnjXsRO-8)x$WBMcgE?3_-nxC9b+ekOhvEz4J{oQaFoS zw3$>@wB>pQf0?Tl{Nz{AZcjYI?aR?*bo}o)pN#$$A3TKl1t%L`8Lc0eYwlTGLbW+^+x)jE?PMeVo3S*u};}*k4yM&{8o#6$&voQH4Nzc^$4~uHJ$)t#0c9=fv2b=W^UlnBf1h{${^$2U09?Wk0@n;vUw53M zZWN{Mxq99yOTFM)y4>=l?V66QPoyT)-gKcT-5Xx7W6xGB&)l%&g5y~8(&ftS9ScDS zQA)2no@LsKjZ^VVTe|w%W=S_~PnK=N(z6wJL)wM3QOXsJ@txD^$V$b|dlcvDGxgb6 zGVP~aRZ$8c%Pnt5xyjn{s^Q88*PDh}P7bBlj7>wQE|#7)T`xI!d3+yj$XAfGH_ftR zmuR~_FZ0sel!aZB$1n4L$ACTNDosqgVkldZBQHvSb4gV*EWu*mHfwtbfQ(_sYNDIUcQb?fPv^Sk~S+4{Um|75AWy7 zYD(rR#aZbY1;aC#7h*-AV{hHY*F91#ekMP9LQrK<;+L;tKwM!!yoLdBg#mF!C*Ht- z_+DNw#{hwW{Rzq1FPlV?ysM`g(;Hq0Ck2iar8hY@KexD$%1qzME@p2|XQrm71P=H6 zI3j`=PKR*{?+Y|pMoubwQW5mxgH~ubOPlNBYpA4z^a~vFR?E)aIeW%1tx8!6bo=>z zDS|-^g)x9(fk3)9ArRdkiwNS-l`w9%)rBdX31L(qtn$IJi5H_0oL8!j;X}%Q9)Uvm zNZ{0NIj1a377Z)w8J?Wp%F7LvPa%9Fpyv(Cig`|~uS}FJ$-Y=lt}r&SzFH#n#qOHk zYODc1Enw)MGcK!KUu4OsTDTO(MX;*F$%1sfawV@yynQFNloh<*vSM1qYFQBId;z?; z8|qb>Sj?s7nhFAU`+aNbwNUyX93A&b1|d$o1<9}0AABwRKib2a3i9!fig;_7nR;zE zQx^&AAzWvaQ2ocHS~2dNXnt=%5jC>&Sc+qFZu9lSKE???b!E9PQ_&{ zQ;GAwK{_B+1$uUDY&_I5PRd@93K0^1e*UlC9RmAGx9>Ai;DLY9Dt@_&X%%F7=SipD zn^$Wj_6=Ds$%09UY+!}|3ucs9@iK*9Q9uL^Huz+ibP8-1(X>MtUNXw2k>itB4FauM zvuGP$wVSjPx%2C@#zuXwBh6=Trc%nua-9-M*|scCT88UNw%(3uJ8wBIfteY#>JVwe zS*KFY%NbMg?wPOf1zD0yrfX8zgl#))4eDi#1T(UUQ4aAJs_g-tP#uY@AU{?-cgmdU z2vpC62AhW-qy1-+1YC|sYGfQj2Uj4gPIPh4<6J|SbCx~Viph^;qSz*%;LNSTU(xpy z7yKKn{Zz-pLr*Zmy>r_bn;m|H3)}cOGxG2$F5ZqNALG+Mc`ASk#~`%h-Pq*p5GesX zqdCto%1`Mv$o+oGzk&(sp$xr>NuHwgx~?&5Hbui&k*Yd*Lg~23Gfn*Mc?#|J$YZ1~ z277|Tzu{a@@E6QI!sidUSuW0v<7 zhpxe)ZG16IgGaXU)rL?t^86&gILp#1Wb{(5pr;zE)skBkEALXBqfOO& zCr2}0##Ifa0*YL98^%r4KF{lpOl5BCE4oJQrj{`rcXYs0jI>savTc>eN96A7tXYFAZxb#OL!TjpJk2_$v{OArBpBlR8I zKodl(K=w%X| zfh0<3jpa-`za$WCsP+!ga4L)rgxlf69)Vb2y0Ls4rzt#)Hgty2f`~xCT{IklOP&b7 zl=%W3vAkX4xmD@A$^PvO64+x{EB2DCA6kJEeOp7&zja6;>EY}%Ja9qgD#dB(>IL1^ zc|gQ1fzHiDlU#B+YWm4jPuVf}5Dr1RMTt+o%3MjsT*(@9CFzDt5}9O^xssa&ZqHl- z{acSG8LMoN|MHHOZgwxbK^zx2P?YY(?A+|NtLd4^o7rpGE0Z%9CNBu=>+?V(j5l#2 zgcy1ST1-7BP1>IhqaSgV90PQ`uD-^lO39$WUU#u<-6jhC)c< zEdhTfHYCu!H6US}#E4S%HswCcjzPS$6WI(0@hJ?z-3(i4ajMmul@X9bRK z&}7;)Wl=Y?uI|do)x2C*=^4a(0$N@-&8TZfd&{gcCD|Lz$y7VAfAB7}2blsepvx+M^)+1}(dCSx$B^qEY+$cC9UHV+~#aIeqvRPMGg z?M%vBVHNoO-%;*eTmPe?=$Q;{Xb&+Zrx}oX{$FD?3u0EFEj^RHIzBToNeXH(iJBy( zet@}lTtPOB19(;Kzb4>YX7ZnUxtOTk!>Tz+vi(Pyy)`Hv?g@-|)t#MEB#4hUPGd8# z9c}Z)BZyDKNa3<_{xgC54S=>OL!-~-_x~FBtyrnsP*=m`O$ESLT2Wl@Q;kp!$dXH{ z<7aeM4b>yL`3em6$oks8(E3`)7wHK34*F`{sOm=6*ADxJMBF#z8xBYOhugXX-M*og zp}@tE+RH$9jOvzc-7VP_hZiR*8S%`U9S(xPkXLwLRF{J&lbk#+&jR0iA8I8pS24_j zEH^H?>K1;!HpIFl%OzPbNSsYB*(M88{hn^_LO~cVDgy0UqiE@FwIT&3>;el@cg7}B zU)Rfqp5sq}YIttR=lP{+eYyVKnc>gCOr?~Q<@!iCZCSEBVd{<}S=u`%t-NVFq-$oy zqFoROW$j8iFQ*J8@6cR@ckhzCZa4-Nj9Zq?f}#EwFvNqNPMsM0^_w8R{;n4qy`>inDeLBaeA8Xy@_}{@BoRQ zG3Lko;CBcO-d9To?mxk~`R?v|`EieJCjx)cz923gyTAtcf`bRB*^j44@EPZG zkx!aW!3}^pnC8jZd4uZ!F*j|4?ZGf{yJot$T-z4aE*d&n)?-GUGaf+ ze3Bp_gX_5Y5c=~fx|%Aws6tuIO;j;b^{I<0MyR3%UvfOeS>>rh`zy8qI9REx_v34h z_;48C@Lgo@AhA5;aNso>mB#DnS>VhO)f`n#)FHfYI5>tpWQKN diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$$inlined$onIsInstance$1.class deleted file mode 100644 index 5385ac4c06b25385a490be0f6ff924cb16dc2be8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3478 zcmb_e+jkR182`;CZQ3-np#oAw8zInpw&hkO73?LIrD=;zT7;^&*-X=IH@h*jTZ;O? zn}36^K6!jXj{-+LT7C47^7u`%X#-v80n9m>o%v?I`}LoHfBOT#2l$#{SvS>9$0@0L ziQBGF4X4W0qOerH?Q&a~j;&5=lkzT8EO9aCCLKHH83q?(&9jn8)3!{T7YV8f%@(e1 z8$3A{0b?wh-E>^Kl{6jCrDsCj*ea{0?eeOvTWZb|6>b-^dbv>4(~Z~i$(m;yF7X!X ztiL-ykqwfxCN(i2lG|=W(&_qfN*6pGh{f$Kv+CGo(n`(gYdr5bR&t38&vGa7`T8b( zWmlpm`6X%7_H-%S#7K5S-_lh}w@d02k>I*5vG#zAg$-`F1Y;O}8CygUW_ZWPc#b_H zXk{1;vdN3Q7eO0Ctl3!%-}MI?Ns=jerd8zChGAt0Ow~b}bYhtoP2D9U`=VC)nnen$ zbJLbCM0((L>BbO62Sbac7r4d1G=@+%Im*zz-^dKD6Q*stR~SzBHw1c)=h6c!49R}& z;Ab%$#v4(z;0Qz5T{i{8&F5e2@xEK-#Nyl)=w6~m1?&lH1+5Y`@ z8Q2eE7}y_;l$BMJ65bFh`PSdgxe=UXI9B5B^y1Rua$Z}=+{rEHZe$i_GBXTE`UA+v z@D6&TcpHfr4xzIh3QjR}`7G<%B?%`PI^FfEb9d36)lJK*a)zTp8mz={7JX5iL4OQg zh)art4C6t;|AN#``gJRUVTLpNE$~!rnsT;HyA(l+AzE;@{q!bN^xtk)xsmoUjAASb z73Uaw_X>b!S-hlMIhV2|vu*H-bZrC|7*s>Itc2?%`l?iS%DgX8;A>QS6Mc1`_9gC` z?s{T3fZK5C8SCVvlS&lIGDhEv;v(Ls9H2s5@mz*TQqr|(*IFmY@J(=@A6!EB^zjSY zL6O;PAs>a|_g7{Al5T$e3LYT7v~hQo;_gFAQ$KW;soF#^#n7fL`%xv{QTrTMqDq?*-?@K68D*!!ZFH>+Dx;xut?}>)<(hIW`u7j5 zEfSf`)-j>mj(xA}c!Jslap`VuV~c+3Tn#eCi<;^)!w*BMp=6Uyo~kZ0yx^6ZEWp;N zKsL`=sZGjUCVQSqf9g7nIsz-x-(VmCQ*vfY)%+t;#D%9wz|?L7N;T7}&1}unS#1K? z8{!zg4^GWjm;i!@m2>~cDBz$%J$TwFQk&?`I#fSb^s1>BES{GO$p;(I07qa02amY4Br!c{(aL`(%lZsI7O=Pfj=n;#;hRzHibAMCv$tYN%8-eB^HlSti2xW4wEF@E4r^vG$aj;@SL2h!YJuKJR@Vt%Qs^8U+QE(CksT~OME+U&oxAiq2}6o2 z)ojr3B>M51$ae`IrCX_@lwh0IFxv5@&pU*B1W{1JSM)8?ZkZHaSw%?0O%0!DxP{vq zR`IEZ&+z#w>2XLH8?!9}?z2}~nd!BQC|Lf;p09?bD z4D-6FtvOC!)AQVRg=RPMW_~U;oxGcw z&)iN=noT1HKDLMCM>Sw`180XL#!dY~M(T<3e*h2}jlW5bPW!-kl2$b9~cu{&#MIXamn>aB;w{6FbWjU>c z8*`nQ?b!WgmV3X*W4f7;V40|ZWkP~wq7F`gVr!x>j zKh85;_RG_{8+OB04N+8FU^um7XUej8UbiwXWnG=2Z!>6yPKJ_Yoh1Ui0`DYim&uM; zXXTA_#_pN!N^CnJT5vgpOHwz*bQ#pRJZ8})9DD&D<2_HsOHT)VVjCEhL+THW^QD9EJ^ua zg9ynS3L}Y$R*d7lFizlgd7c1MDN>9t`C`_-L6fHk$o9}pJO;wbI=rb^_=eNgtAIuJwR=eA_pc1P-R(@ivTesDXkeZZ|iQk(uGsD%}eD*iIacZleS?wf=UO4WyQ%cgffm-GWdik zWk+W{>QD=O!4xK4HX`d;xmy)DPfxvx-jYf)WWfa@kY$p-fNuk1ql6>X!{3lFnHr-{@YbE4A93cp@>UE~rt)~C_X)a* z*E`j>_!|yBMgL-lwu!-KTe$e>DK0H`T-n4s&uDJ|>oi6YIQci-86e$NT%#Wt4Sy2* z9JC%^^L f0#^l=NrH+MLE=`INZy(pEIAb9U<;}zjzIArp(8A3 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onSuccessful$1.class deleted file mode 100644 index 5c085f8ec48fd6504a5f7775549b0350f2edfc7a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3907 zcmcgvYgZdZ7=9)RETm}*v1+NPQKO_3ve0VPf~^#&P0K|IMQgonHbdC5*~QF;Qm=UX z;?K}?{NShRQQKqBQ9k=${0knRNtQH~ZD~D6;q2_}J2UV7ecs6*fBpI!fS2%873;Pwm0GU5*--;Rh_RVf zKX4sSpZ4p4<4I*+Uay*t7s#4txn{Ah)}&XSv8tuA)!MDMEZ03dpcG}E31`Q~XQFg! z=tlu$xe;vZG}-(-Z7Dexc}jZgPR;kK)ZZ*x%W~28-Ry!?bvMX{W{eM>Y-!Y{zh>=t zbxSKZKK!qlFD^Evjh*EG%w=ocGF{87nDeE}(hf)y7`h+l8Au2`7M{3+0}XTvbdEco z6Py%yDi;x*cI(CtF9}q3+jR#Y+()X=SS=}=E9|aN3SHQfLb@@1a=m0^LMU{`;DBHX)+kCTZ^SW&F^hLf^w)u8mJIYqz@XoAbxz-%k zysgYaYkEE~@R-0u6&Xy+2s&a1m_#BdmnF=z2pYeQexUm#mU6UEh*%^;E z3HfdC$u|woZ-Y+=4;gXfLka8q~zFDCIkP6#}H3&#qsD=U^;46Hy-Z`g88mzIHX0n@hVH#%ydM!c=c z0XlD)X_^^m*3>}eiW974T9DfXg4JySZK*69O@ZW$|Jp7PR^MPGHYMGqPGA zms~oViU@q0i{$s8wVd7h%~(W93H4j&buxq!>H1O6fFlbenGTYm}fp=0k zgIBci?+Ns7JE*NE#j5LZUKC?`5PAS%d{s~4G9?t^&2(~WGZ{M=+kQ2t zJzJZHy3&bs>}+gAJelm;+U$uP6oavmIG@DPWKYMT&UCCRJ|fO0H7|N`&$vZ&y;}9_ zikM)87|HG%8JmE2I%VpcT@zbb<0DZ{yW3U4!23kTc0d*QCc54<|xIWgdM`JIXS@lb-h|AO!^inHk0AE@)_AT_AU_hYV~GE1SM$G{Vls zd)cI4W{*zK_(b|8tL9iGS1#&7pu6Z)JS%84@x5#g_Uf#)7Ow4|;SYqldbK2LAthDt zJXvd$y5vP?|FmbjzGB~DF0S}xfn?FI*KB#l(Y*T>>b#m)<&vWu3Y*Z4xq%G|qs-+F zCaJ+U^lby^fxZavD?vK3f-4{K%S61f#~AE9avghrAW7h3jt@1-*oXc60$KH-musJJ z9z&9I0tUY|lds7{*T9Jzcar$@eiQ`j_3B>vzz$Rz=8eET)%W;hG(OP9l%TfJFOf~d75$czrcGEP5^{Z={ zYg(^2xVwYz{u`LNiP**A>zF%{=t~U!jM2Wtk68Q#OV_yGw0MxRxwmC;KVByX(V$%n z<@MuDN{EMEINLKpX_vT1OPl3+&7pVj$QIrnqMgHAc=s1r{}j>N646T$T4^4_Mb31z zdMQFjr30Vw>kwy}3iRO$uHu8vZXDz6LwHXf%?K%C>Pi{|rNpnuihkojR=uc@+pOIEFwiaXB)9yJtGdnZy{hjBX{rkWE z{1*VP;nxC}4Kus#IOVKSmbT|+i%wN$ORklbd!Dpi)3LKNxf!)KUn)!YhL>>ce63iN zuDemQ65~3A5CaR_j%S&+qIPPYX-hY|wOh%WwkNB$VP*3*cSqW#1*1|Z8I#T3YRg8= zE_#&WX0Q6A^HU2!I@R@~0J7ZknmWxkKCc+AoD8Ir_O4lV>Nr+nMY=W1 zOZa9?t*$mECZ}7P9kN4-FzuS5l$;t}*fMsFtYz5c>=m+-hOMX`PA(U=WYOcCK>8#; z(GeDS&ZjuSFFHB}I;TwA^ri)7lTUWz_;JQeo?8?6$8lVyMqBO~Z3;Y@cSeHTb3Ch{ z95_KE4=VYN)UX-3u zGCYG>Ej9%D4kJQl+vBViBA{I2z~oCW2)bKT_!jFBlTi?pX+TVdX2=X3l4(Iq<}kxH zh!Hr~ev}9;Rg?HsbhEkE@P?=3qXMVP(wkjgS-!cNTbh3>e>4C3{L$HB1cvv?5Ja?pjS$pGHi1h47PlK0=<>_>cn_vABk=q~@XT43EE`tdGdwxJSCl&{ z|8>j?WQ&Gn#XToJTqSl_G(9E#g?)(YZCMwB`=>Pe%^+BU-Gd-VJIIjjx&+)M5wwXS6Z#LZs_p zKc)?elr|RP8y=6wI?i+rga@>1+F0kch~mZA^-LMIW4~Q-YA!E>6sr5TSQh`lq-cYE zfw7=yJ?W;R;~N6e!#@B5zX?9$icO(rS|wR+Ue?tQ#FfSrOSY_5WXUAbx1i;SSWX6) zu@eZ0;#>GOi%5{UPr!K{-(?kjS|T0aV`*#_U)}$?U`fuKW!v!TSA_7aQzG;aEI6!Z zYev;H3YJ_|4bMEwUU7TT*zv#n7FZ^hYL$Yl`ZLj-ZOdvMVRsW>I%X>rmnzT z`w>?(xb=MmEslT8nQ2lenrLd|E>5L7)A!N;2Yw6ugl)XBh5>wlU)<&MQln?^EO|7z zM$oT-j8ux}dz2AozxDvhrPQC0{=K3FD|F*wc4Lt5^vDB@bN#{rE-kV@mA;3mR4RNI z>GyCYgj=J(LuB-h+BI_Leazh&xOyMCzmhV9pR(;k_@7i!$I^>)Y=EC}@-&5qa1m)< zf9BZVV86h=X-=A^T<5IDy=%T<2_(5^g6j8Uxn;&1f<8%TO#@?LOF;;6fseEUq3}mP(%lQ&iOMODW?KMco*Nt4?4T)j(71xe*c2A zVSE$c@zn|8mz>c^^DFjS91SvzLoO#iw9dOa&f>%CTzO74&#NZxGO{0W@d7-`tF0rH t!)^|@bJ)Y%IeY1SGMI-Nd?<9m8EHmOj+~>_NB<1}5RZ3~O&e&SMPW3SYCxU~M*K8A2onUzKkdA#^dc zSw@aq3`}PTWMX3sy?dR^&^}?>rhA3qRJ;)*&w07z;0i-5uJ3;=jDvV1gf<*v2)gU0 zU|4>xRj-f;6d_%)yi+P$T!t1ybU)n~4w&|qv&sGJU^o-s>y^R1B!Ii6a)sRH zY9%fNWw|z2pJNhwViJ2)j4+(uYw}YNGv!oGyQm_;5Xw1KKby(+`0ZvJ8(AL47{)`; zaF(He7X)<6;zh&Cx`ZL=YMz(nTdFwEpyf%EsOv-rD&&C@ABg7o8Ubi@p#F#h(YvO* z9^Hx84qSZ39a;G*MT%S*lJACa0q;@B6J8QhF{m-g*P>N>ogu^5t$n)u>*)8LqZ+#fxg=Grb8zqG4o{Po6@JX`b_nO&(xt zgmleKP-2rZlF8C#(w~Y4BWPzO`sZs3CS*gEsJ~T$r0@hOnAoW!iDq84hN`)FBBcTlE6nsN$+_PrU0P;temm`2XxOLCyhBk;^`&KYI@yC*~a z;JjDL@rqCB%$h~paBBr4tlKuP)Vd8$-t9@-dCL)mlk_O-PJuj>b-YTR&zO>T-=as| zTZylj!X#mnw(Ss7%k~lD6xMANNh-~dbqk0X5}ja!#tMCD2-MD~L+!(laQG)8 zF$fxu)X6lzNnapVN6}ZiN|@na{)R5gG`RE_@7x^v1*d+j9i`f~`#UuJ7=yGoJU8+u zMjzwcgD1FftM}3)T>gVj1>n*cgmOFrk5=6^mi@${AEWe_szix)8XZWI{?eXHzEV-L zY=UUg9?E6flNK%0={B1CooyLNU^=*CV;`<# zmi8nq;|uG<9DN0_MN|b>Ba7*Xh3G&^@sHG0zDx8F?Mf4+22~n^=)@Pk>;Uc&ML`i?(p;d`G8wwEihz!rIzHBM3%7Nw z;u9U8;vI!T6#v~#+6^JJp*$pr5FyZawiHAp1#Ht)mZmK>ZLwCxO>&!VyV;GoyQL`3 z@Nf9lFFN`K9i@!SNXIYE_#f#9_1wG~+dv1=ndIEN=iGZ<_q=}l^QWHyT*c=M8N<}p z9H*ce1#Y`S%QZj$AWzWvJ zBw1(^wcUl0bSph8I+Flmx#8CJOjbX~48ap~x|CMrdDC$DjOUg-w;`!XFL}kZJwpl| z8El9um7QYA)rwpQlB7*l*O)XvChbpLOQctgbwjfZyP(ZvS9#7Q9K*nin6ARlaI$ve z8Rn~KXBcYbg6BPziU32X`E3}!=xLa@^To5CY2|sj?nn9FV^vhM7aRU7^JR++)+Upd zAw;70W%-5>#D0c0%gAzzf$0psbZm&BYqygb+DA;=bgwa->8Xd#GafY2yTB0Z(f2+U z!a*Dgq78=`{O*b=80Md8)l1|DMaceGj$+H=GU6Dbd+Ek-z_iz$HC{^^hI2i;z0$iI z#n8Ju7AXbGCgpZcX!NqR?WC*X1jEq+cat--GxKx$bm~rKK65KIJ)Rn8INZ~MeF!IU zDu~w*4dDPf_CdjEhR&MESuQ-wm5gHy9qvlmxjSP|7^dZwIm3}w7A%Bt4&6bVMNbHw z2uqHAlpfn@Htku~Er(3t<Xlo;%k)9OtwXn z{?wQlwGCFJf3BinwWw8JFHTZ;oD_^VdQ`lbS7nB4p4S+H+e010m#s5XTKs||LhET} z_`jGHK0%q9bkfOFC+SK%R5KThvT0;3J|_X?B9+$M+LTeMeRrm51fBMZSzfMT_GQe1 zZMc8uay1S9aB_={xvNOu)i=?6yO4AvL9(bvC)cLxTyka>jp zo%}l*{5y!hR9Bi==ifp6!xfe95k5#%X`3C1aqK@~mq~im8sN*BtS)vTa$1s+l3SCXPVqZ~j;D?EnA( diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$3.class deleted file mode 100644 index f2f2fa69d0ff7f21f460b3335413b6a96e07a0ed..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3409 zcmb_eZFdtz6nn&AFn&tzuR$=Zku}aatZ( zbFG3yl7%|st;WW)etOn)CIQ59+iB=IRsWpS1y3(&Qd*f84c*}ju2XTHrlc0V8hz)C3TW4<+_!=l5Qa`qiv-M?f z5=J{iwDl1fen|SdOtQ(lhFRp*hQs8;PS#1S?rJ)!%GXRXSe>0Rbs^FNugf=z2s#f?YWp9H;vn9Npbdu@g3h`j z7?xjX)oUaIMM!6&V3#Wz8RB%|m?OmZA#NH#*hQYE)J zYMBc`S+362=Y)iwgv6dOh8a%pHTfBcnY6bJs}x3xA(FSZy=*4ileb%KY-D*9qc|IZ zigOHoyC9&MCNJq`&LIrRY!`S%zGWEa8Po!45_jx)f0aB?=Kb+JUn2mG_tzh>KYrJ6 z*5l21ZO6su+>w*7QliL}A^Cm;7w`dvJmDoF6+<{7`I@u})fqB;>z~&9BH`YM*)J4Z zJ>)?i!}tGF{F?(}AGM_KdLk4+A5p$}A+b!L5ym7#yEdO&nwX!;P--o{N3VV>sW)ikb>uk={?8 zFcx;pO)~_A+FI)g5DiNh!iS67!ri`+a!FJkK29?pkxlk;4Ou439i#+`? z)Fv;J+d9W}%eL;7ZC4Q5la!v;YE&=Y3|IYJ@v_?ZY;QtJrW!`J_~aSXnC5x6)ZziQ zMo8D%1f@19Bbh8+2K}jcFoJegrhlQPU`jSrsrp-`ND5Dpf~jU5NwxB-HB>Fl6Db(k z?XVc0`X}70lyN_gIfSD^m1x>5^Zp&lxi?YoZB(exPT57O20dAuP;*7E8hYO3OLCyh zBycTk&gm8JyE{w$;=EhV^QuSb$QdO|cWMPCs#zAV*18c+-tW#>1=ALUqx5L&c9A@o zv)yWe&lr+-@1jfHU74>K!XRN2mSq!?%k~myDeT)Q(!w-D)-@moS&ir`NOXb~8msiB zB2YUM9t;gV!r`BZ#2{!qQYX{=HhqCu9Yt^LDq)Iu`8&ES)8x`)ymxc(SDgB(c9d%0 z?(fjhV+_#V(A@A}7A4cdeRf!Yr zG}@6S{iQvZJf-4f**MXpJ(TOTCoNj0(`_{OK7n#;Xl!E~@`V=t~_mi8nq>j~?{9DN0_MN|b>V-qB5p3X>7*Xh3G&^0);gB!ymJ6L>( zrRVu~HTieZ4XLg)v%$ZM_{VB0-z9p4cBP3@gKZjv=)hN=>;Uc&ML`K)(_Ez0G8wwE zihzcj8a~x<3%50_;xi4OddEedlw(sqi-+%lGz&U&_khW}d-ShIM zm6xus%&b?EW==V#-1McZY|k~vl4F`SmCH+Y*^hhfg6BCCmgB_Zw(Hog%n_GVNmu!n zo0aj?286(`sddjMRde*pK94E$+D5^&U0;@5%Q4esRg`WnWfd|xYovZ!A6YHCS)Y=X zIbGYmI+|*wXGLcUAj?g^uIEJcbKFvLWFe`g6=cq~d^uP4i)FtdsYx$=#dgb<7CJiA z5LGOBg`#g3q*9b*&Q#a9Hb1WIA2~mgx@K)yrenEzb1rjDW_{uW2LF!f20{Wa*KRz) zd;{$Q!>wHKw5KxAArNVP8-Xu+8|FR!;+eAT+5wbU)Wo$W8N1Q-xH{AsG+3tq7E^A36aH4moSNe9M z1p0QyB2%zrGq0q;+~PuVcIs++F@0rfc5-S`;81T1_7S{{ zBVoLRSOojfxd#Cp71&=BIWJY&@ipVPK&QV}@~+Rh)0XX&OH$yORu(KpZ~{GH97k^i z`w`U~`0~E!Xw@SVnTE{Fv{>T+bbF@%!>z4e^jtyUO#Rp7|B z8A->HdCN)rEKE&yye42~DPAkyQ=2I>B5(x0`G?~F_mbX1Tm9l)VTR%u zGq)Dpi!46|CImW?v+0Gg*@-D8Y26c=I1<4WruSeHZ%6PvUeNbh(*i}l)R~rLWmnhh z+ov>OEM01mJ}sW+@fcv8-hmQ0T@T~tp0Jxb2Ci&3u0}X2v$>lZn2+E*E@0ylDKK>-EHo2^xMSNt*&sOBM=Tmw{C^`3moRY zLw`LVxG0W>JGO2`#bMDO7!Di_b%m?{fCa7Sd(W4U0yeczX)4WCn!`nlhz{A#=sV)AiBSI^W z`7Eu<)CIONLbRTCPW>0N#3v}RiBEVrcABn~$C|oim24~H$OR3Ut1P|Q^%<*J``(}8 zh&o#?WMrv^*^{>OuH{#nRV3-UvQ(LLB)z|X%FQ~SVn5)ct$8_mFzuB~SvhTM-re(M z4wMDCWGkD(#&k=n43`QgnFwu+G=nR2&jg~-osM52;#p`2eSVn;R?Zmx?E`o5%(p}d zlnI}$qPafDFObz?bXTsj%G54@NoG26#_!>kcl*D`v9BvfF_+g#KPWRu-3^@M4}#z~lCP88$u)== zTXzg^@UK;k5px^|ahCRJd&g@^$EflMaoS#12hy~~i#*-NwfjB-%R_fDem2w{8vFqR z-J$Pr@eVHCCb8;+e%hxss{5cDmyse(<7R5Yx-qMD#wM`=ycHdzs5zd|qAu~i=Fr(c zu!VO9hqjQugT=@BcQ*KUlD}40n_1`IN&eA_$~TA)ld4VB8hlC^!XBua>>xfPCIA~Z zx#qcBqM`4uAeh8^Nh~MvK30X@d`Z(963j;m;MZYh{t!5O&e&S2O;NVX7-(#_xpX``TO7Beh2VAzGBGg zhFY@iqN*3UXbGm_tJ$T7jsU`ww7(%OzEZ>iy4+_SiC?q zO=y;IbSuwe69F)We=;T8pYx|O_=Y#}b@HhJD58pG(z*cgDH;e>bNId%rn$uQo|))&Pj zfG&nmYY-T|i??-|WRr6Zv%srOhsnTBH%P7S+Hq8subX7BI+rqaA(BI{$~S}{dKfxP zJ;zN3rZM<3v2lj}y-sH6oHQ)Mxx#QN-prBbL@qhB$`Ffd`yUJ8Al?X~1BV#=&W0fv zR-S9sD-;4{NKY(pmn$Zhsl^c8PdA1GhP7pvxK|wvXX1OkGPIY(Ftj%psn)6n6>(mu z6j^UM=LB$^;Yg7?sl}zmm1S)qeJ8t;y^&s+NzX7Ginn1O!U+rn@iw9%96)b36r5z} z^F%Ij;hK(Q9AoHpHmdgBMQc_!Ot;Dz4!5&lHH0%54B|B6A@m_EISw<#o2g%^lG_}$ z%!QyTSLYjZOhQjgVow0045#;+{1n7Y+cm=~29RI~=IokR&18H0cB_reDi2{CXM<32 zj$vRI1T@p+McvFggdyo#o>ycn1GvDT=1G&NV@C(8_OolLnbT?9% z4dEExlJ~DMD3!Ae7u$ltzCM<>DRq>}d4}t4lDFgbuAyCfGr+N>FJ zMcAzr$Zr$d_rt;M`#~k#Q=g71L8VIxZ{I(rjI)#eF4|Uxm2uy>&anTOa!t7w{OgC# z4tbf})-$PFwso&;yMoZ3r1ZCTqek;)xZ2JYFY1j?zfDNVMAOI?pFD*cGd$-OTRgzl z3F%rNL5UJoB$KVnpg%PaM$pd6^v~B7OvndSq7kbEN#O}nFtO7|60N-I52}{O6Db(n zePJ z#ry8d(0g#fE$4XEqjYDDqNO|ah7r;%i&yKf4Nl(eOIvx<7KD=&lnuK;9?IHoHP2@a z$vd*-((A3vR}Ep1uqn&33904t5oal_J1CO^G(+|+APm`U=*v%Zf(;t0^rgaAKNA@4 z9C?JpKM{#R(0HUlruj|!0r(8yy9 z(cZ}X=${ySjPnnkVB%K)rAN5@2c7c4q0tZJco;6Ndh09)h{XWL=r2`?674j)kR<)3 zJ(oPCqGZ`5(WE_8%d{sgTA|Y&G)JC5xi$6(Qa#TCI?wt84ISxT)b| z4YzPx!x}!(@F_l9qYA|xe7=TG0bL*`kQbN}ND8{lDWL0ucx|i^GeZuWawy5c6x0~X G0@i;v1H{w- diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$6.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$$inlined$onIsInstance$6.class deleted file mode 100644 index 5d5e3c816e96ae8da2e2ca5da571b1a8571dff49..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3527 zcmcIm+jA3D82_D3+ASfJST0gTj2P%WTP`Bfg0`hdAZ?Mf)mjxd$!WTDvm0|Zr6|tu zZ}{qqj=rFy;K+=2d~wGANFUVS$)yc6P!*j?zH|2b&iQWVyZ!pd4?hAphff4DwqvdM ze!;Q}(hHQ8^UKo8E7y{1f%KH)d)8QLOw%Uw1*xtC3E!LbeRslk-9*CiT*s4n;!-N* zslfJfGI8335cn;<;s>N^j(#QJF=gFYEn1Ej$g*dP!J-xfV3^oTz<{+e(hirnI!8%sX}#HM7zLnD;GTJsZ4YTM4R76;M3j>^B#TiY{hZ&vfS{ae(&)bs@aPh{wvERmj+u` zCR|&ok-n$p8$|>=1=?IYD_sGR5(uRe!vbAfoh;Bk>Ud6YUf`wPM(8}|K}Y)L1roif z?Tq#SUtaqzd z`nIA3`nJX*Q?TqXw{yzk%htD70uzS>_7`L@F>`HZZZyQm!itwwno9n40W(S-{FsyjHxYO#c;S4~v9Vw8zf<05dobtTxgrfvTGqYpU6O&BRh9@*}B#KE~+<^;tBZ`A~PTyxuGfI4^(=E%& zwyxK=PiVkcy4)gtT0G68F~B;#1toB*5ys6uVLNq9T-|J38{w#|=5A`@S`_E;nl^q` z;F*Slret8}?Z9R!G>WSsP9uf}LIbe)ujoyP#5G6n*aeI{{Wh_Frz>J~7!f13eka18 zae(^{{dLf|B#uNn*6+l`0nu*^8%M$&A{OEH)u|7=WxZ9^3K&s7zy6}8&yB`HNFsbF%WMm7uf$|R`?KQHt7jJ&rZ^n_E|IM?XqKMT{)`(bCIPrw=!jy>fgK596_fm z#jGsXF*`C&!Lx&EGm54>PnN5bjHGvWPkK4mSFHDZlx06p4`uvHIVUeVns@iL3J1ob zoOhH%VPm@GREI}};|%mRMv}=Dx+elL=uXD3F!3xTgaN-SgsNxE{`P_U*!MM20u{pj zH8j^}`315%fbQy5R+0MU&&f7ckx~d@8kL+GZ-JhUWBQTRmdsi6{JF1;jF?EIha^hWOrkc S{8lt@H7IJ}DRvWIq4XCa^6{7e diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$1.class deleted file mode 100644 index 13f1559d7b28bf3aab1ad5682fd523d56978df4f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3905 zcmc&$TU!%X6kR6?jD#q`ss&qWs;OWI8ANNX!3!d2l#4Y;rL?t^lCG)b1hvid(w7I$JU2ZL+am1E-&3HUevLt9LE|qEGv3cgAn** zY{Bs?(^j%h$un)~>bI5(x@mi|Xd9NEF1d@+&W#y`OwLGFcdIRPB|GcUhO3WOX2%A{ z>LFS~M*~#3>{SsBmp{)Nu1waX7K=_{(bEgkbt$Bem)}u^IjTU{>~BD;6q$C(P*4W@ z#%>u)hHe>lUO!JMY1qj#$qkE>nOidJaZMopES_r!2)t5}XyCnuW`X8G(>A>`0>eF9 zlQpoNGsz><0)K9&g)Ub)-mq2!z|Dm%`$>5se*9>=td|6 zcAEB*vmh&3CUCfCGucNrF9{^-c=)fxy&yBC{J8XtoZ%S^cQGf>wy_)}7Cf$6epZuN zPE0=JKoGYm@X4;#mxQV>i837tx*-#+FNs=xNo-X3M12uBvN^+8SBfS}Q`Xf}wdoa4 z!y$ovdFc&LUYoo=m6{m2nZBOBIx=x#z4aJpbm-_0B7vg<{;_Dk!0yeb5W+DW zSH@l!=&6SLc3G(5jqNJQfQC02`{mFOI9UhbW-xUrN@B1Tr*K-}z zIkKFUiz-?*oE6ZsEV2>LiF6mqSwVJ3GIEZG9_cP)>5kksz4=HjoOfX82?EpVc=MI? z8V=$dcz!#)%B3R^tEJd>JTYXosDfcJOvCHw%N1NhO5od`nzoGzyEgw%?we#C(gp7R z->@27gLS~FBG?jS1dp?JRnp};?=KCLJhs$CdTMB5c!XuDT5Z%%*4npltp!(+4q+c& zRPxsae2dJL6VG=dN_s#I#{@1vRk%M@0tg(hrscB)h=zC9Q?wTBuD-F=(C~f;NnBCR zf51?z64c;+TJMaujr*#m28J6P?q)tzkJDaNw&5c16_!-Z_o+ds0W6#gYU1Y!ESqY^ zdgsgWIAg0T;o#~@&=+nE`Z|1T(+*#Fb!ES=U&MU~#@9HO%Qj#f|R!$bHU8U-C&zF~Yy~tug=1f+(TC3II zbePADP(G!B5L~cM9jdC?;*>QkF}k+is9~91iRyd#Qk}0rOWMrahPQTS1%{m*uddx= z4h#0QQ8bN=C8yNDRApVyE{q$CmG8DOHuV#wLPi!VE1{Ha%i^$QxUS@l-!@`rEyrcq zW{}J~Ig+1tO2w=kHI=^3Yb7?=1vzcHCJhYPw!@1<_5J8)>^Jd^3#S4U??nJ)B zsvqOOPx!}&3<7+!)^PqQXJ;s(WJ0mt``8t0jz2{E5BwJRjANwy54-UKzqqTSOU?FR zFLji)2GOqS52cjO2gIVRq#vPYBK8yFcaKnQYD@3E$2d2$`}{+U{6;Z9KIhnmz+c3t;qt)?9Do%r?xSTtW)bHz z#OD&96rZXuandr1i^NTI6|bUfUoMd;=BO$o6<%iOK@)d%J%(>aVe5N{iBo~jK>R*V zbOwIJ)B{Z42l#Ef=uCMbj|Y5D{45PhKNhLUv+U1S=!6Z m!k>anVJ?L{=2I|nD}@DE6n0U7J&Pt6j*CSXH(ZRmxcCoIiE1!1~U^%U2)&n z(_i7I>aokQ=P1XI{vtnld@h-U6sDzq(VUYzckbMGf8XbQ|NQ&c-vAuN4+2LGQ!hGB zK{pE0_FO&Zl%<|`EnTj7(soV9)<@H$>f2<#Al*}5+_C2z#~L>*D?X$_2>dlwbUe$n z6|Gb8Ok2A8h2@fN+MX=ihNWjJ?vk|gQ${J9H&V6R>dN_wo%1Ne)lc}l;gP8zjn=iJ z0J2>1Y8s7KU&jnrrs`BnWv8^{=_Tp9B+{p=&$!Y#u9U9JZ_rjTGVO|?R2dnVx?n6D zx@Fh}eT-Dnuv5oU4TrPY3o_^NOrZbYSgs)~@Ssm|8|yW+2(*ltw&@)c81Jc@)fgU+ zTDiKiXggz4y=Mfz*^bM|+-SMrrV_Mrt38{16BL}gP8a%2DbyTS76`<)vo4A@L|YNU zPJwt&dK>M?JBl6H9YHhN1;XB<=?WYV6ms_}3$(>^OessM>`+SI*+4?dBY|W9?^`NqLS`$4Y3Uhx!!syJoEO;LSf9zF$5Z-NnEcaxL6t>`|J-`5 zCsnN{tI3p9wVtFWlJ#0oHuBn3>jJ%7EoY6FO~ORZ)zkIuDNn;A0{0c9H$HoMc785B zGx=I(KJ)zK%*5n`z}}t!>!XO{U<8li5EH~QvQin5j-m&>DgzQU)E9qRx)sY)Liz=E zd5dM|;;enbFs({i3fvpyY$iq$dISR)6lj`?bKSEw08tEKSP6Sfpr@AT+u@0ZCj>N_ zs_JpGZ5idALMn=<@N@)E;s^nt#yGg5HH=i*%@`#a#W6*96vuA`jyke#_*}!Nzz(A< zC*P6|dm+DDK1kiayJbE*%zlq8`%5Qrb2mih4*b!vfFURh0zP&DJA<$AT(*J9RV= zsB1$(J+ocCvF&OoM)4wEQpOX?djsv>7z#Gpxj;wFnGH=NR9bH0_!m-(Pz#8(MYU<7 zTUJc9yTVR9!N*eJ^-nKy|u z8{=VPs%*HdKKKNWWkW2!+gWj!3PiDr_XQrUvAF{ZY51_AO$1-m@G&QxYRd_$u~wip zV-{?~TW^BlaVO7SxM#{Cq@FR#rjfPeoLX34MBZF++F0`6cTaI*pQ)6xvh1Hk)3zX9$6+RH zGgCl=$|-hopdG5o^4YFtJAV6|UqWyY=AHn-{TDnrMhZm}P4r#Gu0%`!b#(m1cY!at z#;V`22lw!ew|rh|w-@)4N0n;?9SSr^rFdTUc~0Cw_lt>N(D&myG4qJtuo)+C~c;dPrjC}Nl*n(+E&KEbCgtsHzl!e@N{mZxF7hYx&p zn(!S@LZtbgPlLOC%#}`;2M;Xp5G`o1)#XByfi#Zqb{{YChO?&_V diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$3.class deleted file mode 100644 index 24b232a019c59070191388425e4374e132fefabb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4571 zcmc&%TX!2*75$0y3|UJsmXm;T8?2`+G2K5?X8r`(z)iQY-_`|%_ZG5 zQ|F=(0{>pE*sf_<>aN{z4NE%O?p{?hELYYo-PH08rzWk^s$MOW^!fH_b>wElD!Sz1 zXqQ{Fa|^3M5_!^*0ZHz=ZHbneua|U3&il7&b-P+~wW@R+Uea>SXG+POQbPOuJET>F z46C6lQ5I%aclAA8Gj*%1UE(dNTk{v^I~LaqyRztVOt$y?O)ETB`niRf=E<4% zxh`zG*mx?)$h}Dg#mliHm~NyE(3et16-f3ncpQU>4oT9A4;GZ@S zYF_2P=pk1|Ay=lE8X2k~Gc-rWN3KjK!AFowVDf1060zzAL9gg&S$}%XjbdEjsj_sJ z)~~N`Ze-V1UdwOhUs+jOURf4+Vj{o1hgUxQqr}P<8?+sRgNbM@+QML zIo_0IJbBx2canaBp1}GeA(2-BTW$fyCu3N{b%7Jg5~|h-q(LFb${5!#p z^QZc_QL(JWHi1!{?0`$ZOK5K9^m;|sqxdYvsdCQ8 zL{{P9=kQt#uj2CpZw1#YPuTxSi!dMHdx5wA-(q#CssX~P>M{@`G?Z8rTE5t1%Mk@( z_(XOszp=Qs#IzY|!?@aH5!-<=fHHRDID-$U`;4$qjkxtD5|i+o!q+ z(8b9|?V{S#;Wn|3N*k)~siGQEgHQulnJQ`$rYH6dHM`4MiEd3F+)2a^?!-cg!B}V{ zJ#NsbBXm^)~m8)5Ofbe4uS!#S6j<`@215u1&HJO_<_K) zZ8DDm<0yXAQ96SUM)70f;)d6;Mw&oBkT=Sf?s`o_WQiqJ^#nHS%a+c1T`=W_8ko{7 zL&Zu?ueIJ!trC&f8r6cVw^rg=%aZjaQ+FK6ggCWg6;0b=m0=L=*hGw2-fq;3^0J}m zjb3l?+o>wI496gYMa!~T=hP=1o@b8qF$DPC!>GbDqc{?9mubPu;`G^z=QPPWR6|z>|OErob;arke-w6yDD_V7SFV%@pa7 zw>E-Nl4>%IafdL*`-;WC$g+=5{UN3=MACo8?Av?;3u^PnVD>0qnRBv3I{spUH+!&4g0fVEFyXwN!-FL8dZ>$n)EvN_ro(0quy-H(kFpr{SqzhfGMtK<8fVR@xy4zS^8cFa zXE;-+a+EA diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$4.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolCall$4.class deleted file mode 100644 index 72c518c6104bea018c1b910e66f1a995a0777696..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3791 zcmc&$TUQ%Z6#h;Um=aP5*jA{ejW#V1AVW(p+E6NlVABSu1gI3XPLe|yn9R`3gi^JN zS}*mktG~d@V`kR|e z%8Q1Pm6a^lEmKY#c`j#6P39{W*G<*X<-z!%xQk`7+`McB4Smuuw5XzK!BY|#!(WL- z!_rh;&>96x)wwAzEazlZw|HJxG&xx?m$;ruD7jQdiIl$#!lm9~PBsuvWYN`Fsc zL0ML0P0_RR5K(bOj|@br4#!gqJZ;e#L-)V2T!M$;uubt4>m}4O)b^{oY7H<%J1S;X zhsPqVOj%g8lQEIbX@_MX!HSjZdta;UBxZo&c_bM~g2h)^I8W)Knlzz64C?WQ$`m(Xe?TlwQ z-myJ#I=3G&gdKQ4QAEQ$RmhHVOUWpfLXy}VLt}Mmh8Hb5CEqfY{$xHQm06Dd>0+6O zMVW_7c@!399wtwOD`g(8=C!5F89KLHPUW3f2_e#^9ItFITM}MkIFRL5bbMlbYBD|+ zyPlj%UWttj$A%g9bvRh>LlDQjIEv$xAexfm!icyJ9q1Gp5F$fu@e|xEXqFJt&Cp=Y z=Z%}=`iP=xg*<22@8oPsj4)&`deF<@P6TOf-W~uSPNGi;JH^mZPV}9iM8X*ciA)ux zxYf3#@J=@3!^?QZi?cXKwO?lJT+9;sOYFv!9QR>B(4EJHCo!V}s+&HSFvze+$@AEa zfh#R16syQAL6*= z#YJ3ZII;<+aZTe{MN3+W#bYaJz9i~O!YG5BCTI>=MxZ@UA%jt1IG1=Sw7 zsao@a3TE%Y_?CFv{w@K*>t2jug2AOyO@t~iuv0*(tfZh&KqIo+l4OQ^&iGjj;(yYT zBGoRoyAQ+t|68r6bV>(h1vb}tsk*Kaq}rJ_MJ-Oko0PfnvE=07Sd_AGZy5x|C6&(G zxL$|1@Qx1$@VuZ;QAn3gFr2A`w7QgbjEJB50Hw}F*u`scKKz31V+~koJ zRqO~GT^Vw3Xk*py-B|Uy{PkW}i>tV8arrk^54w6;$kppQS?hPx-gD6_D9EMt{fchr zw{k|oq`8Gy_d0pxS*=&X2ZSw~!zIH{&IvA_j1QaAC4VU?jSsb+P>D)u)| z)W}eqYfc!1meWdJRZ<$C6bqFOfoghjR9Uj$8xu5#j}>w$p0`hYab4&6sHT`Er|FB~__abP1>HHw=grz_W?%*?gURy^q%^iG!R(waN9(;(8ZFSuEo=#ju z^8-B<+O<%ww3>AA!YrK}5=)y{4vXc8Nzn|Lco9n^?8YqIapdDL^X{F`ZN3?9^XkekV0BcZF5d$X5X24zu)JbzyJO1cK{#YD~4O9 zrLVhgQ8$a+kwVYA6|NVAt@BOE9bvhSK4y%my>y|-#k7pO&VuXOv#y*lZJQV3am%qS zhZe452*VN5bn-kt5&~oRC$sKK+Er{_Ptq}=uWgic%aOd|n6{qvM43BHf5-(V$KmnUm^@=5_?_Kx0l4ww>KfF;3^iC zb6)5aUVk|)LpZ^3w8-Ve-2B|)f-#%En_bM_NY75DCm9YWny`=H9rT3pHewMRM8^SW zILXlIi=5}ev!!AjXXuct75CnpGi6$~SK$mtnpv+6v80G>AfaDgEQmqrsWhvNHT@(9DlriiewkJW8T9j$zh;d+y#ZxVx@Ec0F5#5{)c^{S|<;J54j z)Cpm3r{`>^pwJsTUI-sY=tXcv8J}f1RCmw}muA6~CIOgM+6d6IK~n=$0|>X*)gnNf zo0eJ;fNKTv+l8$M(eT!Tuoi8vPRF#c)}}?b9vs((*~wrVZEOA7aNulfGUx*A(jt%EaMZRUy>HOO5L6ozEo$OfN0gBp`O=M@_~ zz*Y$98lOYSb*f0F`jL84uot5aHuPT^SPpf1tR!Ne=lcZpByO|^#c~zfQjV~yY zwd<|L@O|^Ddzpsb%x#juROkv)Uq@$mQKptU;T8z;yD~08s9i6 z%2K?$=RJDImH3h+ED|>6I4;4pdPrh~a=V4nDMT|=^8%t!Er-5>L?`T^u|i)u0@X92 z{?>uVIPw#b7zB++Yh;?=q%RPwW9Y74CE)Nce?ym5EnIqncW?Ipf>S?Mk5Yr%`5hj3 zfK*NLr-w-;Zt0=-F4|PF8@KN0+2KYp`D1rqg6+hWe>6F!4UnGDlwv+MjKM3 zzq03&uT+dI8zq{uhYFhZltqhlx`pQMr_gQ>J;vDOV0UovR}6Fqf5u0TU_7MFnvMM= zm=12+*p2I$raeW=_`*U1g%uV3Wom4&V!4b^!N@qM?W{X)e%ekqlj0M!>*L z1Gfy^#vKF8_{6}c_-vWV6nF9YGFk;pft)~IU|Jw0=rX5(t_b3_x=hS0HLR&&T@ALN J?obkN{sUGe%EvK~@6#wl_+S`WEhVqagLWDryxuqZ?EnuG#nx@#ag;Eu7l5Kk1n|ot+Zz+m1 z{2PAti;jLlM=2vS((#Kk{zv*jJ)2i!8>ouTBxm=YvwL29UcdbQ!;b*2;8TX%re&ye_xJ7Pcg>CQ+$sJ+2jxiD+QM8F{j*BT7b)7lawUe$KGi{q^qfyJTEr&L) z6BltuNYlyi=%5b9@M~htl|)r+T~E?6VXUs_4a{2_|RNjNz3!BWlBEd$$}?qlIrwQS1iXf zmC)h-ny5n2%@?GR=R%MqW4gRXl@FrI14CDb607FAY1pQdGiK7OJR=Fm(DzSF*WqV4 zQMvIP^K~>c3^a1Vi{48|3q!E}Z5Tf5s+qU*+0&k7XL+&eNA>8VWmLTvYyK zeD7mH9KgWW4Bfi}lJc-R&9Xs?Kz<-)V2VjN{?lPg8{-i$M8TDDi@42K(8un@#qbOvw+ zT|u-Xq&W6aj%?>z(zETGE}6iK6B`*`P#)CL$1v>>C6X~6$CZ&Zr=5@y=|&va=`WGw z{Q{4eR!kMXSUJICl?0Df54p(UP7&5b0-CMZd(o>0W0ASN)`igCOX#4)_8?o(mY3iMJJ8`hRR zU9WBrDnPMxqe1#Kc$%FtK*f3&is3>vjO!c2Uh3$$x!t{L;V6vyma1bmh^x4!jGtpT zP<7BWmuA+KCY3@hzwV>CL{oq%0O|m1YU3l~hNX7Y3bZWwZEWjdM?h=Q0$OP6VSs+x zQQEhtuVdPEb}G=a^)SSavL0g6{ zsorSOpSlyHw!!lB&y*A_7q#;1#YhT|k%F;Wql(q@Dou0sLmSE3G2StJ-Z(v#*?)If zXyi6Y^;H41)J{4QE)~uNvuK%Vo6jjg2}$)evo>uOD&Or18b*^| zKFy02Ol!)@Ii@Uiq+r}}c(F9oaB^|`gp;vdK}DZlX2s1i1X8Y7%=G&<(_ zf+Z{xHlq4YX^a#&N73Fy;iS_F)fj;gR6C_cZrz;_x?wV( z^e=W8n;3kyg$s|K;^Jb*rA@r`jL!P7PB0AL@jpnWk95~@g??ZJek1ZdBDc}%LxlQs z1efTqRE-ek3=ZNl*{AFsttcHKm4^tY?4=SwG-dHToo=Ev{1n<^|0YH+`@{ae@6j9f ze~asnapMsY%RcBK`;1D_2HjU2+Io7o z@NQrK7E+HfzmtDkjei^QSL!M=tNh!Df2gGLeZmKbs!UWGd`!@fR)~shA3hyN@F$Op_l*Dm diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolNotCalled$1.class deleted file mode 100644 index 3b37de5fde71902ff4c611435beec46634f5d9aa..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3834 zcmc&$+jA3D82_Cl?a~mSMO3O*q6FH8k}Xt4X+?WOB5A6mMWNm{$st|3*{#`4sdv0z z@ispB=!4GqgpOQBXSC1$MULY*{!X$I_MH9h-}n2z-~aykR{#&=OMx-N z)E6A5q#Gq^d#+w^DpD`HmM)h)X}hLl>!ayWbvIcoN%y#yaO@e!v9gXgZdjHqCJty2 z0)J!{9M3Xs#lWe0rY&9l>{3}bZBJHg!_sqAcTw8Kj8V=Pjp4@M>X$QByWmlfs~`1u zLnE0WwQ4F-09h`34YkJWpJRqAhnrN36{o!D>1FA@B9o7SmpG z7Nnp10(<+`r%?a;BY{)^?`z6wLguTbDd`zS!!syJoDta8TB)f8kEe97F!|62f+~wL zpF*wbQ>yAy^^8iXs!!1!sblN4+|zKcz-=YzjZdGL zo}Ec&C!f#F=AM|$PE1Y+?C1+{K@17(iDEbQGF2=iFO?-P0gh~XfHl(72*`Wkt^5wd7_ zKtQ9ZsxsHwmQ&s-4ae{x9*W`+4igF*jDu@i!$_T7)+oyujwrf^@yN9h(!|(RpKBNu z*kn}Xqj=vN$0SGFceOCLnASP}Y`~PzqQiYp+Wd_$nAq zYeD=^I@EBhi~VLK@csX-)^!?ZfU*juJEE+v)5KLj(`MQ6G(5x1O=oj6quFt0;g$vx zs!Nv6b9lZ3&*Fs`Zo}=0KF^RY9uRn-8Pe8L+At!D`k-2d1RnoaRT5A)>yHHP3##mm z)X_k+Zj1-b%y#wGF05f8hNtkfGM;#z2(){3Jg7Bxfv$!hTbf3wycFgj7*dN+3kb3c zY7?eMmQA%IHin9HZ*t{)XLRL!G}O5{8rm7EZFhz`SI*xN8WhRUVCZ0bXPEoQv8bY; zOE-@gwqw6kcB(GN7_uG=^2m*vu!h%(^J@l9fp3DdTye@*O{*v?jp0zutYh^fVxz2- zWzi(gtPYB;sj})a7T5Ju{g(n_IFC04b~o7E0A)11-O>hvf7I|UXPJ6SiKqcqpd)9N zY{RQHxyZOvWUt$vaR`|wjf!dHEjgnW)(?@jurOsT`rq3!oXxYx^u@9tm0 zp{aq(80LQKWjuNnN56&^`3{lrRb(#yg6yg7Ph3InH&TW13D>QN-1QgY8V)@w{^Z$( z+L^NA0xkcP9rQv|_de=4gIVecWPB^)xECks85X9hW#12{=$AJB)$5?wDlFjXh1r^q>gIJ2Jo-UtkYP6d(3obgFZd;^uu9O_5#& zqAR&?1!o87g#9b9F2i0cqN^#Qiz1ZPB%+9+noV64F+>qUjCJ7p=b6YtMPE{@6<$ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$$inlined$onIsInstance$1.class deleted file mode 100644 index 994942b15fb44726c09870d8fa20a036caeef26d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3425 zcmb_eZFdtz6nZ;D%h7)mZmK>Z4s*CCYh#7H?uLbDMkIj zH~)ZN{0AOCp+|uu=V;}lKf@p5@lLWy16}Ar$T^vvxifR$=HBPtzyJOH4*(zH8-^9r z(l;Hapqm9QT&d@rGS~Cc*7>%}g|r-@Pa2bIFO@HFIp@Y5vFteZ5|Um7)9T22 zMdVzPE%jM%c6K7|r)gDd5}pihyl+!V>n$tL1r_72avL}M6!6&phcGMw;kyui*7S{X+DY<=0Q zgwVziX?_HTANqY=rr2aFmYwJ2y2I4dPSr@w?rJ!y%-3x)Sf87=O(~NDugf=rFgh4o zY%|Mk24*k>((zG-?!8WCXq~WxZ|r|8f`fP~j20YX2)Y}V zWVrD{t6nP=C`LNsIj2~%xe6|Z*nZkE9I(Wev&p^uU^vsi*DnKmNelyfqmi<$Y*8ZT zq)u<^P3PPYjx!u7aCdrfX>n!QSV-N@tYogI7G_d242SxC*hg>zyq*$xdS z8M-`?H9$~|;|!hdM%lT$C}vH|u9P{$VLuC2BRGS;FixXCf-XcA$3cd1zu@O$%PKpf zNI;}7@f^3dczzd$LKtQ^z1R3>;AYC%wnQO>1VcFMY=8NT&T@qJNoZ|v+Bl+7OU z;E&<^|0({>fwGTU%6Hvi3Z;)I^SqE)Api+silNO|$ShATOs6Qx>L#nrWCSxvwPPBy z5gfxi>i$&*tu)4P!50|z^|885p`(?~GFJ-#%CA~)*Up@T{CaGCPA52+zL?Zps9hW0R-QhY7(H$ZA;A_&@4}W zJHK;38s51d)}kHN&rvO`wQ13v`^U6Vb~4yT+uEQu8W?Yl29If1wX5N$Keo20%jC9> z2~#-YUeT#YLVl9c-CUV!g`DAvpDSKgC!gz67!q|On|$&NYRvF#rO@O7woaJW+!7@= zDI=LGV;23XkT3#yR-}Kfs$fF3SBdKT$OK8@2~sf8s40nNUe)%hxsj?C^`ps*stny}hj4S%EL&#Q=F4iJ+$4C-ZO)q| zZ{3xq?s1_~%<{5FY0p>%VY=1g5;26}CZNq=R} zMNg?1SvEm5We;UL?J0{^=yVHxd!9hMIr0dTmx4XP;omUS6Z{1qKZNmsHfuHxl3+U6 zu(1c%Fh_femiC18V4hY1Y!Ow%mFOgiTA(vZ)HS-VICKsU?cnvH=%6Ew#rd?&C(qNm$AlmVjCp&<9MA1;d*YwTPY=sP6T|>aY4FjJV zxQSZ^*6^8u&+)|?vI!T6#v~#+D$`fLwQILB|@O@Y$=FH3fM;~p=pavTdY-alia4;ZgyktZYhd0 z{2TrSI(|Y&C?hk{;fpi=Nq$hz&8x9l=pc?W$+>sWx%a&8dHw$9FTVn~ifpbTWj$!asoS?$b@OJIS z3ml=MonhF^883S_6#<4&^D8lY+v{nlWRrCbGtbL)kIJ_nucDg$+3;kUubO1AHa%hL zLL~ZLmv0C`9AIcO^(;3TSc<`yjtw((w>p`jeblfF=NiMA-g*$d;As)Z5vx_B@%jjc>?x!8YLBra#H+U_97|!*!`lYWG z#n9Ipjg*dMgEBoQGyBbBhb9+2ozfV&+zIb}~81aHQ9ReF$&k zR1j|=8p1(zc0j>thOU~(YQ>O@V+@_nTG_rkXHDsb>6SUeQ7;RYLO6$>AkLyUgf4_7 z$9_tX-9(#pP4kvbCh&4{E5}RHgDM8;u`HrQbGl{OPBhDDC!DBbM=jeLs*s#}B_7p{ zxGaA0YVnK9;umkq^LT5X2N2(*Y)1O5K#?UwW;lo;oM#yE%Fiaw9u-8z1%^|*rlm}i z7j!e@P~mE_?Og^fr;}}DOi!7raFO?rfvco?w5J*tJ<+>{vleaSKmhLraY?GB7!HFP zlh;hzg?FV@E0&5;N~bCphWp<2Vc(kD8hHCfv_~*8Jo=a7|HqQ=p|^~J?jQx~80B>> z^cSf-shD60q-HY}5>p+R#D^iAz?JFOWj-J;Y zoeHH=-1O1pqDa6b05yjVx$zNk%aFT=w9Av@@-PAE6n z>0n^zL6{w9{mQU%+8_kS4~*(mH|`Z}S5TK>q#ViZ zZtjHD$%5g!mvdg$m-h@#4Dq_zOJ?q zup<3)6$M*M9w``a^ssm{ugbjFJlR!-h~2S=;kkE~zRD2ciq&Bou>7@K_a1>l^e1Vs#vm z%2lc}waecTGnqQ$Pw>v|{-1H?hsse5SCrhHT>cFQpJHgaTieFSvmIP~ z_!O6xyDx9!{bzL6hfRVJ_)h*sGJT}GimUVkBk%{2?-IF_Rv)6&+M~Ekf2nGeFlTWX zSI9nT?|4n=D5;zvoV1tf1JR_#i*&k;*2q&R%R}23zv7Sh2OnV|;{ORZ9^>XiB36CS zPxeWT>OP2I8fl_Q+)Pba1hZ0SY!Oz$2jMXiHAiQpsGD?Oa_Hv%w%J&E#B&sw~YVZ|7KRO_4vVHiPFbWLZr?o)4B{KB(3VbPi zoWgPnpI{}0Pw`m_pX1I7#`F$ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onToolResult$1.class deleted file mode 100644 index 97c14c1fad80326aa25deb456d23654503a944c7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5076 zcmd5p-gn5Q{K&-NX=Lz_^jklCrqPBuz)sMT{BE5X}ga zZgJNnZMv`SlDJEfHr?FRCbT)H<@95JM1M)!)90dv0gb@^)N&3pSNG0+-{;+)_uhZ} z=P!Q+@EC3jJZ_kY701aYjI6XhH<5PoGLdnugk1Ne?V66A7)g$(wed_=x|h6|W6wE` zH6z`E<;6~F5JH3|RvgbVZMEAec&07g#MQN2!n8e^w+$;XTX0vUotZFlsf;mL{#t#q zRIt+?wYZ53rO~OOi6Bhd_^5y)*S#{PvEt8B!r9qEui+pfisBI7rK1k_2}HbQ(-jyAgmy2c3N*&j zPHxqbszQ9QYvB+$Y}#wiiY$?Uz{8!@QR=Fm66g!CaTl+gm#IQ_QhG+l@C??VSQ0qu z=c~RIkF!>oba#^jlmGOBAa0T4e|nn$`xF886$!A9X2?D|q_0ANeSU#e1Srr|UHBxv zyh-*G`?j)c7;A^RrKmPn{n>FK}OHfD@wVLR?2Dx|v^= zk&?_Wk&L1jeJT|aw6~|bsOPAeVq^re!Q|=}Q0>0KuE3J@Zz^jou_(Pcg=rm=cyhN_s(bB#h8a>& zu|5SJxjUa!yD5q}%r{~dWWnaDmZ{-m^hJu{XaBrxSOw-|xKp|I3Kn%N;3 zrH?x6OcV_t7tmAAdZ`(+nmVuetESwfqxb|29nT;o@Zb)hq-DvhVaoA4jeHGEBx&nK1f z-w@~yw0oy}_>Zpwua(_dasan zoMH=?`JBv{q%1k79wZ00we-rQv0D0lbb>TLRmi1ezBCg}+P2J( zS%&LM9)pjL+iA;j*;koY%MQDsKI;_nX?ej^@{Z3Gcoojc%cg5m!H8`;?3?PYj+3mm zI%Wm0u}m|bMS&)$VT<)i-*6>_Z}B&;EtTKj-rh&HfSuvs)ON?AgFMj*o0$d=r;$Ai*CkJ)8JQJRZ4& z{y*cRVJ!5%4!!r5+Sa{=g$+D?16t$_M8ca$-+Bjfp(Xn^uKta(!}vX)EvWxD+UPas z%y~Yd=UBLZ;QTQn4C7Vw;3nqzeu{6KZ)JTOS9%b`3ao8Q*Gqng;UaQ$IN1TK6^@F7o=u zptdh^<^AgM0riNvOxTB9JdE#9&vzFQPU3q>d_RdF;D<@vz>kvnF@D0$E`Ewv7E$No ORTnp1yx?NRh4o+e&fm8H diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt.class deleted file mode 100644 index 5ae3bf3800f5056d5fefc01f6736dc104444abbf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 21624 zcmeHP4SZYIRX{=P6h^zUu~9mpg+ig@qx&jri0Me(ZLFiCtlMC0Y?OBEC=5DA3*9<0&bja1 zrzhz>OSa_Dmge`1@AtXqf9^TwoqONA`uwE}p8|kg>}?Ff(RgSgnH&#A#}zfLg<{E+ z5*pJIA?0jZQMGtd4fXZ+QQO|JaYZ|j_5fqxI~|>lh7wVAJalmMv=YPG3I^3lwO{L3 zwRBXCDGcsu9dIH(Iu%chDJd)I-Fj8OnpRSi%2+&_R=Ni!lIcWT4W*Qm37jN!U{4~d zY26!3rOTMs)33&olW}$Y;8gm|RJv;*7g4vB6UR>2FrGvz{i;2Y5gWq2rOKseB%Aqe zEN7&q^V&U<#aef-gD`tWMzF0^iRN=OlFtBxT?H48lx!pwRkf4J)MPY`>UW)%7>uSS zlvFo^s-Ex8 zO+_aa?8sn4YyNUuYKDo(c=yI5)ldVq9I9a%gUSigJulQTs8>M$Z<8E?q#s9Rayg@XmTnYR~0R^C#hm)N-!Y! zZGNB@77&@=W08zqE5$CNp%vRi=pA@NrgBF=q#W|mAvHpK)JdO zGVj@94&EZWI+%OU7K_K)jngYp6+QVTORfHBUJUm>Uzr39&7D&=43@;CC-K5I2Ay{9 zX%5NDSv;_v!Q1Ty&lT99Eoba25QwW7c_?F97EV67lfw>j7>hz59a0yEZlb@Cr-y}q z7mX*TQVMfzf74M}0$EG6=peo5_HDWYr z&9F>57qf;ZReD74i6#=v#R?mH{)WmXG$|Cils^`k*GA9Tbmi)uNhK%Gq(hS!Q{whN zG^nQm5zLUNx?dkAT@XgzUKqDi1Ig5Q=(Lg^O+|6X7>cTDGA;H|TFBTi;v=GRG?9!= zc;O}nt;Gt>1EUOvW$$8-RWQzw3hHdzV;mH+n?<0G<}}XX6j9$*3h!v$r#VcJS^A_E zN?;6TOW(BEF_%Wu)^`DB6yl)#<=E7OFO&P|OO0y{Kp5jH)=IhwiGqGv=f7t9;XNfg8+2NC zaJZ8^#4*u6;ADu5)g<8@p#2Jm_Yw1pH3d4+U*+%tnqqg!C@@s} zH4b-^kj&GVES%!ZnQHX&Oy-)pOa`vcS1|UG$E@}aoL02B_ZWFbSC;4}m^lWP4+zKj z$Fy?mc43Z_&YleI*GJIggzK;pQ{vOgSVqh8&&(M_>~!5Ko_sPM_|1i#(PlVtHuHNq z+($OJkTc+d^wGwDhr|6ue<5eU7W!!5zsKPL3OeL#tW2xr+|*jRJgE-i>z4SLgm|Yx zK2u|^4TTN=@*jri$HVw0G!YtzYv~@-h#Vf3=q}FSJ5U8rH}ehz3R|f7KA`x?NTvaC zhSK{QKSe14Se_X1EH0az2mXk`jdtc+;DMW`gwEFZCmbFkYgx=`&?rC3;bSxno+-}n ziy1uH$wz~>`3VjWmyaNF_(=|rl#d|pj{c0ph4K-^pzO~%JW5AHjq+$HPcRsZWQ$9G z$fFP1S=a}?u}^KYEi2>h=J9NOz51egLA3EoCrY$gLkXRI&@6|?$x;?~BDC?(aQG}u zw7*P<&<}l%!xQBsiCq2_hbPNP5`EEMb9kzpB+(mvk;BvEjaJ!tBk6a*pH%xa4Fim* znl|2$F!sX#cV{Hk&mq<_CH8s@%tH5h`4)tZ67%}g-HcHmCd%0!Po*!KnAs@%nY;Eoa2Xo=I{b(^yQci z4d`Dve3zyhDl0m)^nd5@V)+Rp$N$0M`{gH$am7m@Y;5H(u#9n^rh3$*eUu(Isd?G zVXnqemmEDC1CIBF7UT!} z$?_A9z43fl9)J!i>F8KA9qne|nw+k{Yho_?!{`s-)rSeJKO3h~7;|H7tm=yw&)v!| zp5v|t7k7Ex+~vc9QO-`NhwMn5eM@lwrXpW!5U4Oxy;ZW$O$JNbUsiG+(`DS zQsrw$cJ_nJw>FFLI;o>p#kN{dz)){{3(}=XypvG|P>MlRuT@O}R4-{gfpCq?=PhrR zEYJF`&QX@$YW_P1Mi0uJ=G#c?Igs_8b0`EqKr=qWNAg$5InCR+LwG3{8{8_U_`$W3 zN+t1zZqUS&6Vu8QvdsHc97|u1G6pxw5cRaE(36Ci_C`hhTm%qLzB ztYJs}J#!H-%#aLcSZ6YpL)a3><3&{++!kCPlvhZG{#M9VEIC@{VR*03JkTsO$iwg= zoyWXH;V~{);pJjEZ4Rf#>Uh{ryk2Eu!wc7Q_othaLS!D+gIB<02}M$19BF}vU4tq> zIZWt{JAU(Jxn`?vok-I{*j*PNPEMs_%5}=<)c9Wca|gH(mDAD0l!Ax+!-IW?cn&Ro zK>Q{F4-U7;+&;dkrL85mpJd%CV3r6o!dk`jg7R4{+%>75)m{zX>6oj z^zWpx!M&U`Cpm`pv}^z`eGW}cjw-2<=x73K`~%5YG;t)Fic{IBTrwOVSEFgVItY!2 zr|=T~q;e###j!_U<{}C1dyTe!ye^#I8pv%monjV|>V8#KQsM@rf^LrMTDvb!+|}Eu zFtmXS+_YhX8ebz+LKXfx$6K&;7Heti7Qq1EJoq;G{rI;`Fu!Gpysq;4j-Bjw) znFGOYFV$S5*NBR~qnohiI(^I;Zg?QP>7=HQ`2b;2tOf?vR9gh~T_U!X2j4 zh!yS;s(FV6?ok2v279;%5Y8op`(uQA3E>_;AVZ=L~#u$+`wPf;muV4Z;pfh&=Vs|lB=8g77k2KY-5 z7y)4#fn#{P_y&Qg9cQdJme7q_s4t;Qh zH7-T!sxNt+ElT{BusLOyDi6d^=(M zMTzM>RQhET@tp$kdvg)$t9%QtvKv>q5?9%ctNbopoA<#P!=pFL_dXK5j3k8bm{2^1FKWC`( zkdr$9mZ{G75z60|nD3|3@0yq&(DnEC?LgPVy{Nxl)ZZnjzh2be`(P06En0WG;13Ml z9fAi9_(P`d4rS@?Z&+6xm-NG?hx(@Bp%N0Q;i3N6@K6sCppQs+AEVO8O?VGe@lW;Q z3_L=m^Rnv&D$U5YN5$fQN^i_OlGei#^kom>;&WX5rMUPU7yl!0Eq-x01RqCR{sda} zLq#h>0{+5~L?X+t{h<|qVU537w0IsTl%JNEKTD;*)G@;hJVC|JOA$Otr7y^?Pf_V_ zWZTn1JYUiqbH(!*il-XIQ-k8EM)Ay|cpgXbd>X~`85GZB^AOLMZN>B0{KWGWQ#=<8 z?KzaAJzq7n=WB%W>k{)fsPs)8Gm7UK0s5b0>vPolExk1(0`m0L__b0!t3?qkLlM-X z2)=~w;mdFko-P{tA^5fd{ZN)>{O$apKW{?+o&o*l9O%+;ULZLCBEfx^O8;g;f02sc z(~C3keJcH@?D{g5{!6yKB82n<+4w3o{zz}k2q_5k%UjQ)kbEelIuw!*h4dWi$+u8X zzKweFJnG4J@aEvNMGNd^j1cuu_U0^seP@0GyJQONNkd>Kas+1R3S$V3xeTDpO{Gd5 zD9kVq6}_^NlTg@FS*)SPTD@;ZC~Gm+u7;OTD1H>maukXmh4L~A3So5QKSv{fdKt$KyZ5cijlr*qz@bEBSw0`NFO!QCyew-BYnz9pElB7kv5{y(Z5F2 zCHmKZ`b7U4@p`A8-YL=sxZ6k{(Cb+{>tI`}mSE7`&N{Jw2c|nP{VMBX-O$K(VcJ`@ zgk6hiANGr3Za3B+#PKe+haEz>y?G{K9J{>n&m?HCd>%KGK8&yHjzL8~^Y^pm{j8p? zz%09>pRHsK$AD?9ku@EIkOq|+Y}ME*jjh($l^Sc-*cuJ$G-?WKtVLs2X>6^=)@iU! zV*!m_EjqMma6n`0DbF@&tW{$hH8`%ZpawT-Y?H<|Yj8$`+cZ!$xJ!c%X>5zewrcQU kF$9TU)Zi-`3v2Ma2A4F}rm={KE^3kc>+t_x!R5aH1ye`?rT_o{ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentLLMActionsKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentLLMActionsKt.class deleted file mode 100644 index 853357724b9336eb9c1c36683d8dcc31778539b5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 11889 zcmeHNd3aRUb^o2wNN+SVf2&WrP4TMhJ`qig9B6ke;N0(TqHA zB!gGdx=x*LS=zLaq^Z+1P8X-P8!+I;RounRQg`2%bV=82-IJz`>F>T}=FK7jrhla0 z7k@@`=e&E*Irr@6y!q@KmtO&Jhnx{?)|2s*nao67pD@xnGd`Nh8u2kR6*o@hjI^1| zq~m>wKJ{#1V1M6ejsSCCPJ;*{C-hl8p3>73@dL+C7^8$%3Bsc(L(lF_nz>B&wBU|) z1C=OP)Z(ULmQWbUCUeG+4en_@B3Lt!$xg&i7`fwFJ()J+dODrS=@uLD!Ax#&CY9xOIuQ0->3nGL?f~{}%ei|Zz+6g0fFq@g0&IxW>*P0jBv<0&? zVL$E(qaI6xSb}AOwH5em^)PDdqbGs}bytr6YW@AhkdXp>y{tXG&0=6*eu8lrVl5iM99#Lc*c zQdvXevo|P-whnlVZ+s?g`%8R}v+Cs8w_t5Oo$ppb)HR$kU2ABiBR!PNP41^F&{s^$ zk*^zPRWpkZ^`k3;unAe&F-Fbuc#*b_AZepZi z&Kd){nHwzJv$w#}b)!tEh_SL9t84YV#hP^q+oB3qUcu~d$5v(b+o<4f>&!JNc6&Xj zCqbhvsd7F9lIFjJV98iEGhK4?rZSkzcUKtwHb=Y2(e8S(MlvgGGG(U(O%`carh6Dl zhLcll zXlg$Om8K3*E(aGzc1%mESM_r>coVFDCPq|S^S9QIXpbA z?4>`$YU ztRBcM**#4dBm1YmZTa24!M%_b`+F<%A7W4BCS6vEtg5Z1qfoJh@gsP@s%C$bj|&Y+ zf<2r{ZW_)q4j0b!WwZKe)!}IPfS_uf>fhdl4+Zf-{J3CQVPk(Lm0};u9#_Lp(6U+W zQxO?9h7CnbScC|tBYp%w8NxYy)MdnC(tWPsV*+hbHwT&bEXqg2_&9z#glF+H0)N^9 zFLQBwwHU_F;W@SM6YOYR8*)-Ci!9X?#2p!Fc%BJ{GP4qFnuLlmI&Kuki}-~QUce`L zor2K%C-v+Qqpgu1rQj~G2i|LBjTW8%a+5|&)<_w%Ebv-Xb7!`UGY_{+8B=WY0=P(D za#FcU>~WirH6FOk@xUkzRrTz#F=JexNs+I+yx#34>}|%1;76Tm-7A__3h@{5sUTj) zD{PwgTimpa8+vYrOef72P6%3zw6cV;0OlxneTD6}{YvO@JLemR6^@GF8v1xv84 z<=0pUIu{(xn}+g0*G#Ot{yHmPgAKf8Vqtt%ndWEkIaZ^t-rkJwYxoUX;HVQ61W(+6 zQy(pLAlD18Bdmn+oA|9DUdL|>TJu85MB>9Gyt$rQbF zLxtf~ta2QW*=FkomKd8s&G96vxwKd)@i9i#I(ots=U}nqEdQs!d$NsVPTWN1#$z^b z!>p8+*}29AxM!Dn&bm>HB$kY^eM+XS(C%(+@aV2!c-$QFkYbwi60-PPRD54Lqz98V z?-4ZHrz#7K=4U#INYI-X(3>%4vb#tnHzPZ1*#62k_^7&rGVl~z$qXCg7FXxRjMqv1aV`)=r3Mfj}Z z^c%JKI{qt+_u_r3@c(Z{Up1x}<_wpk*$Jy*6OED6eQFEF36*MmSLR#pnwGcdQeZCH9kgx{Fm9<@7{)TyZrwaGMSbjj2@0-ec`GBk~ z?_#bxg3x3gyT3A1U8u2FRp^Mc1*KKmRV4II2)arYdsPM)VQ;Nyl6hBh7h7puj-8kR z;fnw*Y3^3#OIW&8Y5JOMWNB(9A7($xTA4c7EL#-#cG^RVRkT~((iPT~S+e_(Cbvzx z)iH8rmz(+e-QA-JrNVkzqgK_|iS(FpDlB*L4#csSS5ux@@~X$;NR7qH?!$ZBE&G&b4hZ^f6Lej3WHOmD zDpnwsH9;d(W*AC3ZH1Ml8%wgXD;$cg-pcSr)F?|kWfws$L^XB@49HMe;?`>$In2m+ zq#iXY?5&*Nq)2Ls8v|9y;IK|7%r`Y##Wxi`^+(hnPPc_)B;To|`bNv~jdhBwnme;S zICm!Ki}-@RM*a)%UnIcKs={{*UQPI-Jlr}GQeT^bk-0NXz7A>gb@-a3NXzB3vgZAv@8mw0&O{z<{uIJvRF05&7 zWSP6}3Iu$S<^0xQtyXZ=xcAkkcD(wL8eb&JQ%&y9S3h2}Qc0;xldcz`_K2|BnfUnaX;7drxms3MG~afTd8*B|fuc93 zLz$WEsIkj9J~Oe~eI-oesGikRGls}VhxYd!3|2xI+-JRq4Ym!nxT`(E_Lk0;iksbA z&R<=Y9ov^9x~`UEg{s)(J%V=X;fw5ilUCfY9XsYdK_qPh!Ok_E>pMHQc6SDEzkSo1 zuI|pxZNaTuHm~Vg&vjRa3+?LiKsN?&-?)uCwsFVi!YwUH1>645ud2B0AfFa*&Z?_p zeOGYPMg=5m&SE2Bot;}O;O6z)f^EB5j`;gCV>G(O0~{d@&P*LQvcsxBR$WYHR8Jkz zvq|;c0mcr^aKm52HRyL$DDO`8!S`Sx)d? z$~TG=c?-FddQcX!#L?i3n4UxSB66j+u?-Qv94^?#63i${rM5A<0Om(3W8Oi`eMOib zt%Uip1u%bCWz2UG^WGxN-(3mwllUG-{KNDjWzWs7*59eL{xY7vxBVsjKqVq!3}Ph? zcvR4gA9PgEjHmEJOZZvA zS=^^qKTl978k)lk-QlV&b{tXxKJNI71AASt}=SN<|pFK~;tK<~_ z-jBc)#1Yc4M8oT%;olg8&hhh{hG+QkEZFuAXz*+7_NsQsH?a5$0_tmiKXz((?FxTQ zR9yfP0-p9;v2P3NNNJ3!H?R~BVJ%;W4Pcy*3A}^r_uw?%Pxv{y&4&p6FkcOR5@|~t zPx9;l1LB`Ec-0|+t@sOkfzfj(p?`_LqSn@O_h0jAE!JQfe}gab0&4ZQ_&YMX6i?#s z`Lu?X`cC`rp1O5^JWCir|_>yBx=kaBH#d6j2_$t0;ndy1_Gya8=I!*q4_+fdN zpEcY=C%61^x!(z-cAz0tMes;1{vH28yQH1q9+Iiy=grIg{>RTE_#(bJht~&|`>Xk_ z+J8q|d-H~i_#dSapQRBx$fAHHw+8YG93#pHXllo>96F=XF@~3KVgDHqf3stXU1dS5veV=?dqqUc0h2WCh z#LD-AtocCRJ3kk#js{%sd?i|~yi>7lJK%cwub>qHO>U;sl>6RB$M-DPv&`ZanzhDE zxCjrU1&?44*Z1=?jYnY;mP5NGgmD%fd(bE`$}~thuB1%AKsVV=e^;&(;OT>w>(nr- z4q2|_w^qt^RCF7+T&IfeHfgzzQs#`j1xNU)R!ZecNBqTwqoZAp$|Dr&t+bkUiekMJ zaO^_JHk~eynj*4+iB$a;;jH8~g;6z}4#uysPEh`Hgm&1elEpyP9qpH7lQ3NLwR6S! z!zJ17!{CNX(x(DzI~TiD5PhNBU$vz=>i@LtId|oY?bI)y@W)dA2QJEfJ3bcluoP8q zU^P|1nOyHT(V>ExCGIu~Poq#nc#Os0<5N-t^IWGK5LM8HaJSsUr#>oUKn__#MOIS${xm>sEpl*W)sz>7$!EE*lc2lwccqWVPc<&BPK>nOqxiVIALPe#A7C&H1U+R z?cFBcYvRi$zGC957UX>fsD^>0fJE-P zZKD>O%LT*Xv$X@6RJ)g{`w~ZY`vkXzvR`c7u;1Z2t>P=h-A;@sL zb>cN{gwV^-J7)^h{eZ&f#r4B23ZoALDtZuR z2vWu!hK2uc0K-76U{`Avmsw$m9%cx`5mW5g72d)T!-e?4ERG)}F(iCszXZ)Cp7%;C z+%<}ZYY-0D7QL%^)S1hy_3o;rIr|m<30fhBZ?1H zoWWU!9?Qsc>4zRh4Cniy-~##DQoqI>&vK=bI77rO*X>8EV%ab)ug)2c`^9@Bj0sGt z7{?StARW8NaO_|X!bm`q%7}etzw~s=;w8h%x`xYBy9Hj8SP0<~gH|vsE9%862V;J_lk-cd_?Y>qUKR5Loq4VqFHZK z9>aHWUr-;~at=D{gSPGtH0zTh2Ino+|L2b9tF^m*bsF_P+(MwPH7qzUE?S1;tZ{S8 zEHv6ENj9JV{=kGEcZ3n2U9VykF0A1FK9GDzH1zeGn0J*wr%Gnc|6)A30dyiFB=~GnY zq@wOU9@=|+O1a6-_V&@7on#ZrMdecOP(TuIs`3m)Yhcb0w)nPcdk*EB4r(<<_M`wq`~`BL4el^2@i#$Dc(s&*~=V!}t9e5WjN*;`yr zATzN|SJxsDWplErwQLx5)5u#qCkKZ9tXUF<+vsvfs2de3D@Luw8%)zvCgWA}yxyXO zbs>1YQ4yT3g29w1ShhpWhEi6xiwtVk_UZ+`Y)aW9YaYEms(izAOj0&4giY;EzIKqL zl=o0BL-d7g$G{L|r=(So=u}d~v1p|s(AX22=$(9qBR>&|p-SV4CK(Y7(h4MM2uF!0 zXs$q|In@=drI7DQh=fY=InLdk_yuD>(t>_xnxDovJoy~c#7nMBJ$Zqd`^P?fhL8Us zRsc4QK`5gtYBY;9ghk2bD8}e7jfoQNJgL1(_DYYEEwiFz)-|FLx+T(yC(XG>yL;$6 z`W%ZdpxmE+hSas-NO0;`Bu9cj_H&Bwt!AJ#EX6kbIem9(+S|mAKMN zU<7p318|75_a+_Sj>23jrcRL12~G@*>MlOlmtxjqMcSEksUek~Z#Gp4byhGe$Eq zfl>&x(1p@cy3&1xmeMv*9A}~6uC#RfANr}MAKKG%`nl=v&1g#^$B;u$zf|_jym`yL z_uc!u%bPd;eeP8NyYOd$G0liATGo6_o7YXpj-{-u9-Fh%G5v(2o3>$@v7y9}9GkS} zbbHK+n0$_&&{H`_pU9;hV=1jqTUOeR#1#l3_KYuDPTDXfB`fC`rf$cMFK1$g>F8Ng zOUIHqdr3Fv#Hjtq+VJ z*Os*yxu;{}hV2Zt7s)JTt;~`W%jmXEDzORg8Ie1P3~TB1!0w_*WgC#R4Kt@n=>|L3 zr(Ui^-CQ=ZmYJdIV*B-!ZY=9_lFfeIrrOAdoLn)}nmHevnmw+kWUoNSTT!5bfWS@p z73(NbLA5~jpkW%$Zh=Va;eyiF+2KIjK>=sOX;efd<6I?pxOK_4A+n@pX$L*+f=WOf z4x$dhTKG^eg->iOd=NEgR8fT{fq=7M*a8!8tEd8XkrZ*1)+HbW!W+pXP;Z#a)}o#V zzrby+mm9zB@-6}Yc%(;Q(>g=F0$mlDU*vEj`fP4~LU*(|&C!T2aZI4G+^M@39rmXE zfS8cCDZUwO(48TuJc`im-s61dcGZYfsv8Idni&=78?I|ajAj0FQifN`4K7_WxO91b z(ItaR7xB?m3@%;ea$GUE2((@97Yr&{gHbAF#}dWnn4_RW;JSI;8J^ldbznL%IXaU( zklZ&qIWjsTu(`E@qJ!u{OhqTS)2g&KtEahzL=ZjbmC)NxmF3xc{wtaE5w6Zc*1B)X z+^ZSsTvivjwvt^B2C)q+zSr zmbRZ3xIR_vN*WL7Q`r&yn8wg9u%#RX1(pMeHsa|Z?on|7?`33aO|%ghH8`vyi6g{i zNt_Zh1@9NAF{Idzl_jbR;B~d*(q=zRHG>b-;cjS!?OrslfZnJqX!ayMkFMO>#;B^} zSRLjtPf<*E2Vo#4JB|yq7A(0@x>S%3VvC1HGl(0!*3vrIzB1mVTDilzGBgN0-Fh|1 zEw0%}{;PwQgPaN*jC319{_@PP-~=t8&CRV7ENGbr@WDD9#e)JjmqC~Ko7d7wM{`(z zrSv74dlWn*5KA#(h8-)sEz8;>qi+k(>c<#r!`r;1vn_m|;VguUu3LkXm+(%?Fgni! zEb;iLiih!GMvbBt%gdUL;u8~0t-~@$7E{a}OSD06d zv!<;=Ub(J}Sjk1mQKf@q3bT9$As#IXzaaz!c0`Pb7U`r!oo_lHMVJg#t~(atvT2J> zT6m$SMWi8QBxowx&#Ukhe3rGCXBUA7Dx-Tt9hd1r2Cb_>vA{px9_FPIeM3!OMQvR) zV>t%P=9bnKQ$h`DRi@rAG05a2`~lX)3cgJ1B_@;8LzBa!EY%7Hl^kSb{VKjz zi?878L0pIH<@#?5_?BpX-x4b`-x6!EyUGK8zLYP6^}0P3rTjd;Ah|qCA1FvtR=xQ$ z%d#}{$s1UsEXszTa-48WHkL2GIm*_*c5<`2c2e~IOB_GVjk=Ih&^jvf6$%wh-tpNjHg)=%sVAZmg z&gnutlAIXYr%R7$#8Uq0M4uKB#34S#nOx8RTW2BKXxIj27&1+ZMTGp&BCs_-mf(5e(ou9X3{}zd`2m4JhGm|NIkL!e zpFA1?O+I;`;S=&u!e^5_t#drUi}98ee#O>q`1uC}qgz+d5UuW5Me~b%7x*>rVQ&nZ za1Gx$%ca4f!`5b8OB%mn+XofRG6r)MY5J!rTO&yfop9=ffWtaui)Nj6-7CN`&>b8 zry%4@23$$m@0I-O*|63y*I(=HiW0ElZZj|R{h|7qv-pq?_dIvu-jKpw;M93Md}z}n ztN6%k)Qumn^Zqxe7ih{x1wI9zV@L7lzU~^~ zo+xb5i`*(!MY}j7y2Xl!i+!SpYb1W(AWFN@ zhHZF^sLS9XuO+Uh2e^IWW+K@e-HBW9I6g|PXXsU4%cf6#3?HY@Jjr>VV5^#~qiDqw zP(&kc@>+O-e(_0qnTl0v`bm6>@8=N5r|F47JcT2?ddYJcIedn#D(M}0uWA)4p5|JC ze{rq1;-47IulPIF;;m=~>ksZidhHA)A`P^hhwl(!)zG<$XZi!7Ks(VI3J|kHp}2Z5Hh*!E?;xwMSltpuqMKf8*opBLagj^QQWDz0@1;1ne4QxrqGK#%|SMgePE%pBj z);Q-4_6DfYb9r(6_&s}kcnAK#J^eqQ{;%^X{z!8?NP}#pF>kbKmz$2jm%z;lgmH`8 zyfuMa(ZZ&Uh|NTFo7>!G({I{rri`df%zvL){=pIW6L_A}6Zj!sNZ?2KaRNWVsU!T- mi5KzG5mejwsg0Lytk`(W#^W~K>`#=SfdKnCuV1)RfB7Hz2sVWP diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteMultipleToolsAndSendResults$1$1.class deleted file mode 100644 index 3a39b9b5320de375d39e1da51cff6ae7b0cbe362..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6778 zcmeHL`Fk5j8Gc7T*4fCmV$xiNMkH!%%d%xViF4RZaU7cn%TBPIgfxV(me=;it6fFA zauTkl+()_3a-S^}3TbI>Xblu-OF8}k{u3Sw?`T)DV#`S#QXYQb(WBkjIllRhciwMi zUVioZa{wN|-vmx*Mts(`r{mhRZn;i8ZRhm(q+`bQbFOYVhHb_B6aBJn)SlFxVK-v& zJ$Oz}=UsgyZ@Na-)W>bxbo#Bylx|Iq=?-h1NLQpwfe`pda@KZD!;+HiylYsx6F)td zi5r%y=Pb>Pr}9pgbfV22Om)FLn1NE9qO%J?`jExxUHd$g!N^ z>M5_fB)LqF0o$TNc}-5z*PcAB&1rF}XvUL<*~ z-n)-KZ?vgd)A2(Sr}ebUI)T_qj8{-CaGyV783!n+6{zhqEW_O=u)SrG(zmm+xAmyN zON&QU_Ns2p89Cd^F!u2=J*^va`lO7s7h!4gQsWkRv{JC{61X_Ow52YR^8hChTI`D; zRwK9y0n`gbS`xQWm*Rq`L!*isgaoSH8N(4cSpvc9us{fq)sZx@W$F@w0^!@~C{S-$ zbM~z6uNr}EelW|C*SZvp0v#1(-?R`9=o9(r5#7}$HCLl*VoIQ~eDQb8x~w&;0C9!| zgMWHRP;ZgpKV4vx4#_4Rp0he6n{+VX9VIsDC>OXQHW6rDiZ`-I&LB;top_>D9Cj6K z6<9Z|y90;D4jma!j1Hbk9Z4M?96d02Kwxc41qTIjKenlepjn{C)FyP3CMAMsMN~ql zjlS@w_wX+#X%}d4XL9!0L)MUHnE9M8a8IRp5Lt0_s^~zMKvgo*DbTbuMnP=H4msIQ zf!&ps&THX01-n96PwQ{ONyIGBYouGCfAQ+?EkWGpIk`d)7btIk-Y_TiTyJX;J4eVn zy+Q0nuSz}p8f)=@Kv&C3C4}&xz?K5v7I5q78uxO5gy58xcJ17G1^rwinS~00SIYhC zkK>3Ld-9-WO`5tBN!s>oK3h)6DG8G4@|v3lj-Su!ch=}ldF!#|So5bH&`dMM)I?7X z;DCz#7^EkMNbFt*f$k+iDutkOV(6l*gGe+nufI(on9p(%>s}BAwzd@Gx7=XKeMyX{ z*p1PJ9JEZTRB)L1&FN?Iy5lm<7PkQcJ4zERGn7bLh`OIAgBU|f&O9!#d7(97n)%9p15MUHX9V z82=#^$8drcMI_}%&X#Q&1ooDoUC#fnWg(J56+byKH!axZS*_sR40k%G(>j6ia!~tj zDTb_Mh7&K(t_y2&xefwTD;L`rWnR6_)P2SF0vqfj^6Ick@&PTWnbXWX-_`;rtk`iy z@yi)j0Yd^$y?zt^r(44c`UWw9v~<~N@|&Mmq&F2X?bIbkQ{(-k1B1-=MPK;DYr$TH z46;G2!+JSBClJUosRXj5_RSvt{k=hn^NR&`D*~;w%e_7MN93N*-||+@2V6P}@J?`B zuT7Y`f^)QlB$w03C$W5BX>L5OhZL;Dc!mZkCiicjLx0wWP4qD9)tfP-3kru~jLSn|jgkx(+|=^b~Xmw>99x;!vM zj5%f@DmE4I^&$s){OW%fdaNzW21VeIH&w5vOW+CYENQY5w+1nXvvPrajhXc^fdh9I zoe~um)?WzUXo8RlHeAHZaylvawmd`7f*`&t6YF>Iy;6#~IXiE;t$}pO?n+d?uksnXItcs3doUL`UJO)u7P>1(Pz6_c056JP4hI#Myn^dQ!ctZhXkH|3IlC16nwzv+cUJH` z`Il#v!WD%;v>39R&U`65pG)h7liy(R!lze=M^hvHht+Z>;n`0eE?nfO(Nwrt8dBTB zUE#(3ii+KJmq)rdUw8P_fX%(3cQqvS^7ChUp_V(PQjcNx)T#0j!>$@ls$E;VVmr3? z?Cny!cK7Vr+8yiOyJP#V1=|WPQKSET1F75go}F8}q&l%~H9E*;uqtItTbf%qUsezB z{*Cxa+S~;n)pCYRw&U`_-2yku>Ddu2>wh;UdEGXe&rIk!zb2TlEIl`1Y7TG9c%&V) z(x&b3aO54KNWC5+h72ihZ6$aJY#ht;-YlaZH5`NU_FI15RE=%V_jj z#GaI6fno2(Ucd(a2ivZqo9#XG*gXGKc<1vJP=!D8*@)_YQd0$5>;NCYi>%y)S~BKo#KbK2h%*>wd5rHA-$lz} z>~#|Fq7~HDw=u#ihEwz#*;#HbeJ>?^i`L&j;J8$jZkifxr^|ZUsp&-uD0kTUlEc=AK-@&p?*f-N50Gl{Rq@Y+X%)OV|p1+EOvi= z$^G?ozr+YoPxtTO1a)|cUt5TiYkW(5OBLn&1~)CgqQTE$9>1wwg_l_?d*%GKQ-wdV zCO{Kkq1yk?8UI5$1Ak^@G{$BFfx6LQi0(bX>rA{6Z#u!2`{ZM@e1sj+-z)utSSprYt=L!4*7ZZ3I&v3AVU*g#lsCID4!DR!8Gg@XlAGL_W+??aRADqDNhZr=BZWyy4M{3PmO>{jrWMkg$xU+G$xJ%; zPMYFEse)i#aia?Eg5p+?G$~bxqM*3%JFfiom%n@-t?#*aww6gl`+$!>?320o+_QZ9 z_nz;ZKKt*-p8&80&kKxcMreOBIUUlb^@L@HV#$;qnl$4feZkTbrjbm9dLzAZY$Q3U zn}b#$!S}#|9!p#La5`=ob8&q%nT(sgiOHy*nB1Y8>@@>z3WN}yL;I6f+(<~e$+Tr8 zbThPXel}zzEIpOb;-P5Toa3q?ZFXW(>(0)WQ>N01m_`0(Xj`V$(KA#`T3d25Ajt(Q zD{Y_id7WnJ-9!7dc`Zcl@z9WAT0M<9GIOcq?3@*v)lHLBLc`8GAoU6KY4LdXwKg`izdLK`Rn+Qk*d=ge&1uxWm`7fc_@N=B5S4*BEk#%8aXZQc#BMJ<@K(Tu zbyAhc+NyX_jw%(Us1|TrGlnU!=VcUJz!Qiuu;RLm5CQ*M5(=y{67$LZdL|nLuB?Ay zU^Kk2OQ2*Z&@Qlkm7xxSmLkm0$iRMmB0W8%X^cHFB~VqE^DX-=_Qp#9q07g# zeC%VF!3H27f?qT$g=w{)ZTzOMht-(!UxmF&YFNR&p%F@V#N76*k| zBnq`Kidu3g)KVzXd7zL$!wYkX=#w%CZZR_y$u$Qp1uX)XOzT$P_8r@Ijz&fX#-lr< zHx7*S5A+Lcs4wCGFIv&2A_O|2G_FnPaViw?q7zri0PUhFGwdB)luWK>P+K#ppn}(WQRmROjslzsi3+G-B{d&N z%p0j>VwQL>&_#`l@zV2?vT$3luG@=kc%28mxIPa{tH6wc8wA?VpNE1W0k7`tLK$4> z&zLZW^J_tOcTsNn$C!$nv77i+A8BA-GX>)U<%Sg7N~Rdq+2FOUW7B3oU8P~dgD9ATj=E=zD`03UGnzTVJY-_m zHxPTLG2_7$42qIqw-@`-COa7U^;u7@wXZ5jc(Kum#yKx8b6S+MXl$Q5-lSP6oTnff z1n#ZBkjTxgSxf#43$1w^RFTHQiwOB0dQ3Ow^+_4q4ss~CjULb@CszRrdge`dvj=kAXB{dX;*L$c@$G(4J#-(N|ZU6Vj4wR8QOdKXnl4+U4`3)g~q$^ZWZsudjzg1 zKpjHIv=)zAn#GDcrq9W8Lc#k4LNQiEekaB6%1lgh(lQ zD4;c+ieOfov-kfE1$9df@K`G3W{oDZrNSizWb-)3dPSvsX0x+g2B9FBQ)A6M78nc| z0WHu>iJC94#0X@x3$W@@No^`XVxvjoZ}x*0$V{Sn^8R%SegzLPVI98-+*Ta8*7QMv zb>x0@AyFvs{7b_;e@t7`{xAFas^}hHjtZ5v)EBvHWVY;`JQykXGJO^qiH`P;^bN2k z&t|$DBqAQiBNg}x9`)i9Tq@T;Cg7T*(_M3{{#G3ga2(!DP+f0*VMMzl4V<0 zH+87N0j8z9kHII;`$<*+yR?)cPbH)B!A&@7O!IhcpC{L`Xo&3}=04<%RSog#Z6rNA zp{FuE-bf;$r~2ZWY3kgVs|FIWc+zA|K#ZA5vdUDQP}yck+8c_+jeu`Qnpa`7`YyvX zC_`@|kz}#LDuom`WyT^rEuKBfQ?rZLG29nXM(pBAfKSMCfc@s_8K`#2GcVte=T^R} z<+TsT-TV>3N#VC_UCRpyiGSYUrbSc+%bJ!@^9a8Me#fWZ8N+&9#4paWX%NfU+JK8m zJ@K$FTWfxmYa7C;v%)SMYZWe}89xs&N@xIBn|+ zdWZS$Tfx8x-<8L3P18w41e${@7z{QoVr$U7h|MQ)Qwhd=RS)7KU)AyKN=c=WOCQ2B z%`1q8OG~=Se5GOK6n2jJN~_gn>{-ICE7%(@FX^iADJMZUg;k$=61a43<%b6L_yJgNHKM#yEZo_l~Xqz!EY6}S|9j@|ix z_V~o`P$P8Bp20 zgfE5NK6fJ{+UI6|_xaq9;;SdHc%0K53<}zaRhz@0TAZM%BnH)DiR!xS)-utkB!fm@ zsO}}xlMWj3GRkdJs0k7rdYhP9M2Eo>ICVCQnjDK7vY=)pTtgNe}tdlr)3rRIp4qFJIU5Bx#mwCcjH<7AR}H0{>&a1UWva@$N!fMxw`0o zuw=kr>8iWwtW9+MD@^+A@;xYt;ED+R5$52l?XTJh0{p{k_+{cs`>zi5_E&=m{sqx! zGSQn%G~;WGov+*Lp0L-|;>ieB@Qnz*iKq7Pe**9=e0vYdOgwGk857?zai57}Ce!n8 Rl%|q_`78c@ZBPBpe*o+WM-Bi0 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$1.class deleted file mode 100644 index 52c56cffc71fe0f455eae6846766935457d76fec..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2605 zcmb_dYjaaY7=AWwbJ}pA7r98)8Zm`lkV6$Oka9_DO9N@BBoqa2+mj{T=44OioIR!Z zOB`p^8GivfQW-ute)dN>zMGsTK~n25PA0p1cHj4T_q{#)=U>l$2XGmJp}?h6^ZlyB zt3v6}as5CzmC$pWulQTBZ=GiQDl7=v5b z;@jNuxT-q0HnxPTvxSXGbMx&>Gy=cg&`tYm&E-NQy^09h z2zQj!*(+Iwk$)Po(9baO?}jWS8ItpoK&~)cpK9Cfc3zV^p<|rN9&nxus$q6|o#EO+ zNb_ZbNAlTn`L+ln&p6TEGY|tAW0xU)fX%FpL$HUCz+r}=rjoe^L*@X*=4EXRW5g(r zGW1PNuiF^JD=7@%C_}&Al!R04iSx1*L77TQwe8oa)FwMo+BeT86k{24lT6g8a4lM8 zFo^NzlPi@Lf#RN%S2~bXr*3HBb%tZ^rf_RTUl$|KTjK$*3ld~FGu5LiJ0(;yAXUnx zjS0M&!W&4FyP%gDjD_g6bSoE&F zX1b>1#@TT~5lHUIZ@6h4XDg)P1`Tn4*_gt#F*C!^tlYHAJ?~PQr62MzEp{57bfxwl zHMd12{ZQ)7G^es5kwKiL;^~Ba||cyye3-PcL{}7q2@#! z4BvK#I7V3°70a8>a{m?`*vEox+63{%(6bBg6h4bemVewTb4f$rGH5Q`LolGK7a z<~-(7aPaPM67Mlk>^ttpiTaO$?l#j-@p-&IMs)fCHSb=<>{s6wK4P#V%4Vh_9&q9T zhI^e-*iWrT3|cNkT6#`FhB}+?@@X$7RLz%=P2nQu8BVqPdS5FHr@KS52lFDbjaP9p zMKp4a;ZRJuhM6raFbw94rE;#gxWsUHkNBIkZR2As4Pg<>42i}ZHTsLl3>Vt>?A;hW zsg$U&&87^aduFNpIFSe^7E08&`zT2XGcYrNfz`~Sj}CXFSv_XBv6sPa<1a^k7Vc04 zTE$q3!iG>48+UP)VdeiaV&OA};qLeOT#YJfs3fb3>nI>v>R%+zF`@Q}64p7f$OgUG zW+2UiRH7KwH$)Kc*mjLrOpV?Wat!v7 zc{)$xYmy%)r|;1Wa%erC4X*j-H1^Z(r?KOG*r1&R?!%>df-nlCy?P&gc@*=wmB$)B U$>TOkd6ZEhnL(1dK>v6C29wm?g8%>k diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeExecuteSingleTool$1$1$2.class deleted file mode 100644 index cdbbb10b423e62d80d3423061b9a5a42a364c142..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2758 zcmb_eYj+bx7=9*gvu(Q2Qn?5!MhMUgvKCQ+luD?r1VTU(ih{T4W|~g3na$aqt>vHi z6GYGPfJYGd;PJCR%Huo9CS7b=mE+0D&h4G&z0Nc9$DhxC18@nFp~R)r@cp{O>q6|s3H4$FdIYsT_rf?%IDpJ)wQT2T78rwDTIUNiB#?QA>SRxE(s@npgpP44-*;W84H@{VNg;76e6{2L zZ4pME&QC2fg#QFPS2f^;pq{T*<9+l0Srviw_8P52Ib%0Nwy(_zpKOf69zhCw7)INh zIyeloeYfuBu8lE_8?1c{1CvwBHiq#^21D4-FsRpL$WZPJ`mzN^iBC(l;Wq@siLE&A zST-gy6FFl^E^5`d7M-dZ#*r6mMJg=<#XYB}bRenh-O$483q4~sZ%xBIEptjcmr9|*YBilCC0)r2CFV~nUpZ>pPWjlhyiWna3X`_ zILYAjgWDxp7A6@ogumdEvr5~T#)(l(VTR#?DafqLJ?~M+ zT{g*WyBwS((=zPqT1v&qiBUKOBh}m(puDEchnWu;Si^J%XmL}T-Xn%<-J~ZKzZ?@< zAY$9oDb-38wuGwL_!O5JuKr(2EZk$5?1$DbRu(=dYVO`7W63AOnFiJFNJZ8aC-xv} z8(g3lgh{GTjI+!G$yewRVLl9FC8?2B<#_bJ=l{C{SzCIyOD?1be4XKf%QGFF5d+rWjV}o9!&)AP&)p z1Y>y9Gr*}>Q3m_W8KGSUwoc}xs69S2@!B)IH8cG)_CCcaY9@ZgX@=)GPYQ~C<%M5eVM$3M<#F5d2hl} z+tOO?zStG4-36^y3swS1)!0Q_?Y`Mst=;$5?whUjyKhM*$%G))zuNGdxp(ez&bep# z?m3r-pSkBg0GHyFz?F&?=})ElB1)gCn?@v&N~@6`BN zV}^9Lt-IAk##B2sy)UVDrBcaIG!*qh2t3{1pE8r0E(xVFrlzY#WarR8MAJ<*tt-h$ zXT}&*^`3TRpu0zDbXUtIy%{}WlA#f4b9!}6?YYFWM2#4#ku6?(``XQEjWXH8qm;Ac zXi4c5D5FRwO*J`5tNM_ZPU!OeH8M%FsjJKGG_K&k_MOU*5=kn0Uu0eP zPBme2OrZMN9Nvq3feW1-Qz*cTLV?02P1np70z0a<<&@f_1&oNaL*q2_&FMa4I@L5T z+$3;#T2|Bt8IoXQmSRT7T*E#)^`D*NQT0;f@=#A|<6w_ss_WCKfk9J1Z1bZ8{$hAg zDo_xTdJ+guqoYPY%26RV%@8QIHc7P!gr?bODc6sgI7ez*7rQNatrnX<&Etv<1qwHwxunR%0gb$FrCX(Qint#QSRx&0DOKaJ zw}D48SuRj!?ntM0t<&2SEtyHH0_Wy35B(~JMjtLg6BRbuSbkJtg=BM?!1A+2SudLD zt+{reowLeIq($J0s+=^RCCu5O)#}44v`q)JK#}x`q+-y6XO8m%Ymi{G9xw7?9X5=YarDC6p!Oztzc6;a=(1gGUAiT$ z66e-fSFJ-lob3fR?S-!VX`4o5jmvWrHv6y!JYSFr+{~dVssD}2rg9%d08YeP=bCCV)Atk z`!R^99C#Un%n8Nus`P?K@M%U|H%vuOOcjhIoxxBEOzfhSPp>F1XoGoK$4(~IK1E)% z8JU)}?oOzKwl}<-NKNZ?Y7*Q#lmT)dk29STsrsmiSKyVB`Ktsjl4=j`(##z}bI+g} z6hX}h>M1kWqxLdc>nXykd2fwzw{L=oO^Me;LNVKv1ogYei)#gD4=DYrJ-nGT*^_!O zsg(WM?&we<@b5_VtXA}%q-uoPQ>p&UV0I?u$eRUL<2H6t;2g`hXRUW~v23t)NVF)) zWG9`5+PDta`|w)4uDlShpK!T35@hcmRpNDcV? zTzc_#B082Sk^us?Hzch499o5u#-yk3!F!4w)gIi$n?n62GmGP zl5^bg9=uoX*e{SeJJg*m zB8&xl+=iM?lTMO_Gq+J035HM5Oa&LDSqu%R3xeHhFB7Za0z14G*pM=+>LPsHhudW& z#B$yxXH>!wS>>H$t5+bJlhWx9$|#VD;?*H-i0&h4**%5nywxjlr>$S*a)ot6@~1U2 z+x4OGsL#Z;XmGK+$P&{1u`Hy8lu!+^w5P_2&~;+(o!^W5ST`oDEWz@jF(W&!?w)MaWJY9M72rZfb|F7* zfk1CI#Ge`2rZ8)@X;?S8^BY<9T4i;1kvy6gjV0e+e17LJ370XJ6c-lx2`TM^ZD@&e6tu|$G7~r5Ese)j|zAO zqwB*{H4(2x@u#v&r;Qw3}L(bo!r8Lre>#i?gtNS2=-`6XDI z^~+8k1>bFzrH9$;;W?I!?5psN?DKi%c-)5FijjTi6;s~olAZK z>PmrfF*=jzCfWL6FB4r!#PR%bYH8!#8q*hU_eJMNs~hT<#-hGU>gU(R8tRw%qD$(m z-g5S=v4+L$Md#O5FNrlYM7gD&>n<77lcio?_<2_r#cimgz?PJ5Z@D{0DV?!~X!R1e zFXe2d?-qAzeY#>=&ky-6d=Zv!3@Kh#o0POBi?lBJMKEA4k?3Em3_8Ed+gW6EWCps` zv@_z5>$;k@fLmqRP~NI1k|~2_i(M=*2e6&4O_TJ_$>o6pfejfx?GC7$G(#ibW}Ov{ zbpep#TxTxM1bgyq#mZF5G|aRzX!A1=C8iYc$;r!a$hR1v!XqC`*jC8rM62ZsA=ms# z!UMj~aX$Ku{(jQh&zpvGf98s-kY~}F9iDp>W#Q_hs0`N}#jJ2aApaNwN4P}bFBUV& zayHJxT(+_&*$JyB8G5XqWF?VkHqOTd$ajSBVTJ@)t|rU8!(=#WM(<=uN>O?5aw(?iEFk7iceslz&&^~ za13v|KQ`keZrB=_A-TR=ejPZ5n*xR55qvx;pg4}l*ghss@S49DPw`E-NbDDL*`6;BilDefED*Pf zm^dPuNK?kpFe*`vClSUc;1RP>==9F#0qn6LlkEAhoxDE9 zo|pP+b0Rw==HOoL6{3v$?b#W0#|Iq1=py%go@L%~eEuXn(lN{Uu>!LC7#{AZSwsh~ zp{F0V%plJlv@l`bD0a-lBa(xpV&R0x!HG{(PG(LHrGV)$v&ERh^B`fwOYR&QS%!k8_Ri+A#nUdSCv>d~>Qq$>a_1mIdkj`Z{X0e~! zmid}1vxZeP<%(^av2hJT2xK;F*EB38#;&=BC7slb&2q}HTv@erGnK756=@YRdO26n zC!4F)lJ%OEcd5=vUGzq0rZRrU)eWTrirjXa#?3T7FX)b(Tu}y1SBow2ZN{i|hE>y* zrm0b1`O?}nsf)h>N@Qp)pAZcm=RD)8ryV(6;}W1G{>fW1FN z50g&BQrUSdRKcbs&={J3W)0w^di!O0G<#y5>t)~40Zw~f@6rPO??8fc)Eil z)Ez-LJ`lzcJSh-zONJwG$ydptyc6h+<>`D_tW%R%C-Cj3KDnWQH-mt<#euL?+pykz~8TN7IPF>4Qj+KB@-EDDR}wt>I-?!;rx7qI74LmX}sn(u;F1 zXIHaV<`!q?W(A&%`=AlQX(YmkW0<*P>N&~W5$OmKDVNBrT0>MmdOrZZ@Kq7b^pHRv^DRA~M1gC*9qWJL$DZDO; zyl~1-(jF<04jm1jCXo=XjLE1yPk8+H_|j`8v*0o8WCRy5(~Bt(;&$e0QT$$nG+bmD zEGY{!rtUb)(pWe0b?T-4adpJzkq+ZCxWu#NXUk!Zma0SJzwg zNP}88feu>#-wTzG(du;dgh`g<>0XbSS9ufC!1V4;FJ@P!7iZ>J9Gj-8AIVV_ywU?3 z)d)`FX|3RKACfy#tx&X93@DEwfyADr>E(!dR+<;$e>4&n2?R|)hr9cZh=f$}Cx zE&{3%ssW4Dh8hIv!?vMDw>c`%uk7y5iSX`DIB+7cuWQUicXv*9_lNoe^MNsOD%`!h z6AhdYiNIKpA0is6kB{)XYoaTvoea!}=EF)f(dwPjE!%pvY}XtXnsHzM9&>4CvC_P2 zGcPT^yZ4gYyI!j;jdLk5=0}E)s|*_6B!BomQv}}jKLbi$u4b48S#3Tkvb9{Xs#i)E z8q@WsMO!v_oYcXe$?N`A)<>UuU(HHIqON2H{}?|Zb^7`K7_2q?Od$SVH);3<>8b&_ zKu^{vTDn`m-h^gojJmzpAuJva#(AWU zFzGe6PYD<=hh%{I|kfaCZezqqt6Sky;Kbf7*ufdPtYC<${7>4p21ivM_K-h6;W#ngN19HJj(z6QE?wv zcCnn;#Y#fl#rZ_&F2?TR`n7@3+vpt#-BzN8Z@+_=uJwQMKJKbfqHca*&;0u+pAQX$hH3dgh>*WH5V`~B9%{F_x*haH3-kmwsa-*pz!tSD z&=c5h1AQYpP2I0@O(U)$FRsIcbA(Wi60Cc;xnD(JOGO`5C>KWCVb(^Cg-S{2n zPjaMYLA48B|8x8jZ*}$H_xujwNBF6i13~(|_*NR<#_Qbd;0=6d4c!jD>)?A1 RzVF}%4u0rBI>kMQ%Z*RU!>(n<-F1XhBO`Ake1RlqyukNpeW1oy^3{q!h39 zf|pm9zrhEe&?OgTE$y>D`hQq{C$~mACBlmjbIzV~*|)RzxA&h9fBPN4DSRt%MmMx& z+sY1(4;cTT^Si@_R;iF26xr#mKNqx>99y zu+FN{FVb2uinf)fH?&!qk;aP5DxR~_DVgrb>5-`=eMQ$y-O6b*=_Q#_YXSpL;+g>b z0{g2sws21XZ31nhhGn>?1r9`O-rT~PkwfzWOU+JgVe^y40_|18BGE*1okG}#jv!hQ z67ai=h9fZH>Gmg7L7*d&;rp9XJ*7ZzGgSn(8`g@wEUPgpa4@?0B@b<05{P^7{#V#f z$aE<;EnPjUyEqU%&7RX%T==l5K$5aKRQBCZ;|JhDW_;$rD(hoigA^qarz`) zPtkZIL$4GSIJ7winVLm|DV}k(M4i0o2GAq0J15=onc11kbBW~SwbbR*rOD*P{50SZz|k`M!y&v<;dD$OTI19VPy%?B z_RwjQ8xSFIjLxcY*a}CgPuFm7B!rU~>A)~XH;`b9)DD0E;Aw9oR&AD{Uf^{mirfHl zf$ySEqiy|8Gaoer-4V~oI)m{b#=y|)*#OssY08{#rd-`+Ey~D(%Jcxv3TPR^d#`Kv z_7w@rdD+*Sme-juy?vDw@9Vu`xQo4YcW%S^N8&D}vLZ(qQ}}cth;z6o5R52*D%Uv zG9Gx>SUA1jP~flsTdgf>TVsxR)^pE@+=libf#yx7PZiZJvk(Vxg%6xarsl?yR4}%_))ib|3;Oo@%3p=-T3_4e8xk?!knc!a zR|{$X`JlQ%YdS`C%eHRj?UJM5sUBU8>C(ja0z+QN`M6dffD#MMBkifcE$`q{oYE!3 z%*tY|l}we=xuRZJJX2Y&w3HhOR|5u5b3E9ohIv9NpmHSx;09LNtJREpOx6eR0dfEF z2Lt$sO_S<9IaLtFKTdh7Hrj;1dA(@pX;aRrL7+WlvI0=?#BKoS@~J}28LG^3)z6O^#gl8KG@kTv4#e8}?_v8-Bn3X> zxVy59XVA$%9w3Kq?tM<$hahRD75~@x|2KuUa+dcIIq8r6g6NO@17^#k;t1^FH`RY1 zac&=3$M7`gLwz|}R`vJ~f*^#)1 zsXxf51z&LNg8w0VAgY!cp5Op{$<^IdrA72%SVRfceYnbbfwM9yM(YQ7Wg1BuF^s*K z!KJdVWYy3Jj^hpbiCGM0G*7MZ-U81k1A898cV+M%-a6?I`}?VE*gtRw$HV@g@$Ox` zcbi8l-cy2jyzado=oG2^(1SEZDwp>lLm@3ykIr|EQDBy5*0?v#`-($%te?Ibpq~cm zpS!sJsEF>mh;E8ddh-%Rs7O#$hLqC%7XS8q&`I$Uvbrs72K?< z(}J(L;-fde;hZJ4lYZXiaAD5^drh(kFK}m{8lF?b^A0281qb_)qr64BECC~dr398? dCXk1ffQHL}WR&9H&VL=~_OPH(u?E z-IbF7O#=nW9SZygJ}|>fU~rP5GvH5rU>JT<%X3yMS=e%OVHjqt-FMIBy*%&L|M>VX ze+BRr{8r$SVe0FSQ_+ozw0%!6JFe7MJWH2%eQA59W9w7-DYaL0R-|{yPuqMK3Ukv= zwdP9CyJ&j8B*w zF~*yx)sfY@UG^!_(=UY7nTbLt{Q_NekJ8)pqfS>{)0d^ja*K1D9@CCZh3bY9GBMf| zeZ@BY@yYSRZDYgGEyJ$p^UJqoS*;0VpU0XQq5`MF8+%w3!#;t16DEaD3fv!R8CY|P zsIOaARi`Ng*&1){?d_Zp{-!r*Sjl${UsmpoUvC|Gn1zv7R=>Ty82axE7h8}_Lv=?G0Fxk5FLf9v85J|=MkkUvcigY*R zoUAfc1jO|OK7+$*|A;_(DF1X%C9ogI;^@Ll0#Sd>^aSRfLB(gzU55IBbeR!oNtGP} zsi)~A&|}&g&bkZ}THw{8-8nS8dr2TtNRJ8hb=t~x5c?nHV@595D|6B}Rt(>u)?$?i zx0{(;_ql3C0MSRnBta5_h*9ooQnaowtuRdAX)72436+#)D{e%UXUjo}%&8KYYeYg$ zmB<`}G}kJTxpw)VS|SC8cNY|vM%QGmEqi*tMPBk_AV^0m(x0ARn7^`^FV5a7T`66j zEzZo&2pk^j0Br(az-w`w!RrEDma!}?nvhT6OE{~7?aPEJ6u%(7y5%b&#IV<2bDcZ$ z_65VV>aG+x(#exc3AT*MI41B$0vWubI8F(i?UcjMQlVp*7T8bw!aO}ii<-PTX6h_1 z#4&@f@|M@SHSnngY?w;t@iler(spUyqaemGmq4mv*u22&O=b430HNPmucsQFO9A>8 zz2?fAWt3%Dov)hy+G1g5LEsPD+O~6j7P$WB-C%b*CQ!m+91FN2aJ-4eZr8+cmDM8* zEY(e8xJDo4i>1Y>;`A&FMKh^`R-3>Le7zgjaZ_MmyXodFOI8f4xmC?_fpX zTr1k1+Z6&awi%T{0?BO?8goMoYwYl4SJDuH#SW>|grlXgr?-zL~7an5JonzhT8<1veg%bLUVjhCFdTb370#k+r@&e6Uq zmrT#3uqoSiSVveuJd6?7E?UaLo2aq8^9j`vfuyGT7~e@X1qN@9ZNZ!48BeKuOaOBD zDZg$a!WH0HW@Hn+nd~O|GAB22G}F}|eT@D;a!cT6e7@E=hT}NFFJ1`P6K_&VfEG|n zgmUCDyo{5G;^(9_#BoRk7dcU+s8MMp^1~n$kps9S^Np#c=!?Cxz@M*81iov8o@94yos)lkpl5GKcU`TF=!-Xn2F(S z62K=IY_0~U)XL%J%Jw-CFz9Y>gh%m9ig=YSh=>HTqK7k4FV2dCcvJL2a_wDl81IWC z_<*#+ev*h~IiqB;N;K~h?*=tSmygoP5!8rSgCee>kJ2ck!cbuTfk_@Z{4Mf|lIOrj z(5?}YUj70QvyWjHM;Qg@M+xUc9%(o}6*zRD<@fj{EAnR2!72K4Qc#_?;5GkG9W(Z zapChfID*oJgEye%F~mO%lk|}B7&apTnf2(AoX5b|J)FjODEZwRh~#lUkN4D#2YGxK Z-^=5De4p$*`~W}XzK0Jy{K&)VzX6@Zw*>$I diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMCompressHistory$1.class deleted file mode 100644 index bb8f40d39113dd2c6a8e0fde45a13488af7844f2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4212 zcmc&%TXz%J75>ghwu~%{aT7pkNYqrtMz$r4DYVF;7-NF4EGL#BH8dq7=~y0nG^5Up zjA_$^-jd$$mw(WQKGCikXj!XuU%UDv`ail>((jBe7I*-cmp;s#Gv~7J``df|`SD-> z2Hj$Ro$Txy^Lwr zGPEe|YGyloPxeR4;%x^|oucRHo~+)^UT+)p33_LbUlaJ(|51Rc@jWQG$AF`=lsX5J zj`SQuZs?|OLV=e%JOT_HLqB5spkcqjzNFi-oWQxxrRTDI3b^bg4%ykAUTqIwx43?!{I1;a6};Nts1Vt+#W>StL+5(lVwJqDOElQB%URa zz<$Hpu-9cPg9VO_?9QL#yO#vg0kj_hg^RM(sLo4Iujro63=}IgVz(ygb&soN2oNz& z3{E(Opix5k%t9&LSJd7cnI; zwA(!~jNqJN^Cf{(&jYs+O#5D#h+(EliF)?Z0C|&+I75Z^Ow}(dKCEYBxP&+QaRHYZ z_dx`nt466Rbwy>?z9{C9e-?6|jG(Y{<_VY@!J7h;K_UhgsvR98SQLoeatu!vSxEgf zTpDTTN^mVX`K-#84UDfPT#cd#qUEbQB`;^1vZ|X!kF{fVvn=Zh2_pEiK&GslX2P=* z!^E*hO%5kYa)sHG7;ZwqaN?HXttL7K>BIHMqK_5Hu&TsoW$dp+v5a>FqDh5gegh$J zdhcP;UE2jB#Cw$m0)socG|P7cC5B#8MuGQs>RdOZ2YRKO#qJzw`=q0=o9XT*f^06} zJ}3JU9belA8%_+b;8k^>KGNzF>P2MJ>XQOj0w5~D z-j6#r$igvHAQhLd3mj}q(p5yX+J-67UXq+qzw|8!j6?nezhGABu)9!nVjZ)Ro>#G-<%YOgcWzbe02IktM;ytCS?A#7$ zr>+OXdw`_s|KXxkkmE@P%a8D5Ha0U{RAtE~;#|`mLobgSwmh~l8iHc}!>ag<^!mLEL8%{Cf<> z!*_Y;d_fT#eS7@wLo6>3-MEjh{+%pB_yymm5&jqnP^|KQ@Wv;!O-}?GztoBv1Ye&h zled=DI`93G&mpQ368)GEF-VS%IE)6zw#mjYiJN$rmnU!rDS9S^8tvbl(FiSrCh-<@ z?h+;xWbnN5&KmuzOqG5B^C7fH)E>W&+SzbCOuwCvhv~T4c=%6n@1b#*H=0gM(FMHS zaatN1ltmdhja%fVoR-EWT@`A%YGrVm{BQG&;(vwr6@`J+D4j4iP7~k5Hy)=y(4jv- z`br1h=+GY^eWi5|e#P}6@>E=bIGda1_-hVf{188B$q>SCxT4`T{FdVyX9-&TGcFfC zdxK3UlK7lI9>Xw4mw|uWA5$208E9iJ#_=8*e)9%GIlQ042RR(WogBV}Z|CqGeAhqy TJ$!frVHY2{_`ZvGU8MdCICil$ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMModerateMessage$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMModerateMessage$1.class deleted file mode 100644 index 57909a684ad602ba57784a4f12e9de36f0e99fed..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6152 zcmc&&3wsn-8Gg@ZlOda>xloWmOC#Nquq4?8u+=2Qh9tw*RURt%*ORbfHQjse4lGbw9HdV1&>;0Gb2gLWxWp}f?3A8?s=6N#b?3wf3-|su$ znYaIa^>qL{@K1rbnu^Vs=2T3b(hS>*CC!W$o3QklHfL*wl`@T3U%XGg8#X62YmXf< zI3^N9LmV=ytqp0GMcPQG0wF|gV#c)flp*<;SvzHDR_w^pbS!1qTEe>RgL^7cAm6cC5Ps6n_I0jw0Li=}aSb;m1b43`nsFSqy0+E)u z54|NoKt;k>fmIsB+y=l_oB2M(8jYLtynxa z-D4|=3apvZ?EaB`BM0`!hX)@SJutd=aCl&FK;ZV4GCm5U6>TAGLAyYuu8wOu4Ty)) zfli5;t#pScexGJ#bz2JAE^wPYoiUG%7`xPzp3P{)Zn=;UO84Tv5I%qp3N(}kD2xcY zq!@aB`+F&Q3U)Yg=nUh-E~oohM|@7@%bDW=Vd-KsI6YgQy-nlsti!ZT=8rp8p^$|A!3 z$7gv`mT2R0UG}9ba(UXq4D-bHtGYg#vNd}0qZkX}AsnJ74-zFAKzyEHX{D+0>ljDV^4uo5r%v9BbF4f?+UDgdcwS&#(dz<$DmW?dR2~HH%1_1G zmq4eq3oN|6l>@)PoBtnWZs~61g(jCm@)A@ofmfhfwjbYTZ{WE=_9Y6=u&Bg`NB8#) z_Yd-l;1>t4Y55_}R^vtdD2#PjFX>+r2+VfM2YcGU>^9=ED3bX=d!3MipR#J?UAP2% zWzKBE&qMebenFigUgQMAZu+=nY=MeHTq2O@e4y~K@`_lgS4vmPy6$0|lBQqa+2XrL z_FLXvCy+iWZ!-b;5bXMA?Q*fbXauZL|tg%L@2N};QYJOx`h+#0v#e6 z=m>1Bs;l5UxH}{%=-rwg)i90YX)|l_roKIAc40n9+m|k!w!2Pn4uM|r(5CvtR`%u2gxrr?KZD~N0Ro&?i ze~-6#Icjl;qvGFUxO1Y3*RjN>Ny!VVFE< zSdmFux6?Fj%cfggQj7P)0KX8hn(_>LkI?@;b*6@-oJ;PJXp;Mt*_dt}6aBn@Rac z&W2EdAjkUX`U|)%+Ij&E(WWW}>TbXqypO-Q)nO={nPeGoW^2(%R)69= zfDrdE;Ym*s;$IZ0aQ*sa#JZ}YuVLGH{sLZgo>B@N&d+YSj1Td3&jNafIQA`|f0*NK z&trY-6?{bCB8EiUReS=d6qhmi5>_=#3%Qb}eN|kV?F#xk?ZzN!8^+$k%7^^5x#$8u z6>YnKo@np_wq3!AAjTT2&S6z!)x0aYe^_ds=S6L#@ZSyFX2n`*YM<6!&ffh z={Kls1>WKFJ5X+*35tS%g70#HMsm1;t^S&VUIqQ$`iO$>-N1&$@3`hrRVa9ra|JKl zpxa7WhI4Bk=Niu9B-iJ04%ax!@a`iT zT9Lrl@eD&Z$KbiM?Kna{-yolJSnbU;3j8L%ML^6G1mDK94(_gd(1_qUdZmj2t>;DP zl!ve+_egX$UqfI_hEs-x2>U@-urauWv1kkub$yM&S8?tlemu{ug}7_Z;jS4!p^6eM z%{WiRB<`B=aslp66Lq{NbB~1f4(^b9s<%WhVxHV3>wx2*Du>N!$Nn|$CcHwH@~@h} z{3YM7led^#Wp!pbR&{-J$7>#|Av(`ZID)LVl^Aa$C@L0YdNZ9MhcLLCoE0apA7R{K`ZOzuy@* z;%<%>%f~&=xCzY`z0hJ|GcGZNmk*;Njw^9ojbkIO#qlfrI*!-zhO>JCZyrXah2L2C ct%YYSY_jOke^8`!@W-g?FkyJWo9Q_4AG@|4;s5{u diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequest$1$1.class deleted file mode 100644 index 32ff8d9005c8f302fdb937d439b7abe9128aa5ba..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4682 zcmcIn`F9(|9skVwkgdpxVjzW>5;dr?Egx$WN-1(eeT9g~c4|2ei9_jHT00xBc7=9j zJ0%3uyY!?7E%d&iuRo=IjgtrOwf?!Ue@Op{mVRb;C9iD>H}Iwa*!HrjE$f!+sCm1rs|CkY^>tUb9K*KM(afk^o3;zObIwg#?6cXa zS^dR|?zqX}P-_S&3no8ufg0^)KE z2M}wAf)0VUWPr6m=Ux+IIE1*|c~~IXlc`2X13yw=3~jhCiWb~2(Cl6{C~van+>c_7 zz=33*v0>^mVgwTV=_1f!SgZDm9t63-iJp*wLG1MIoe~(V!+S^GOz4Z1ER#N>p){XKQih#`f( zD001M$q!is?!rj|m)fua@n#8S9K@n3b|F@IXEA87`0G zQ&F7669P@yB)NryFz`_fPvSFD*i!;ee%Klm!AKlkw0=iWBu%gMNx|b`1*;iel@^pG zS%lAf6>6+vm<7F@?yZK(1r~~Q3{T^;QEEDRs1;)Z!#%aw{~tNTK}Q_lE^)rLs$ZdH z#4Txg*Dha=;0!aOxIH28&#(aj9VxEbg|nJfFm)%Hwe6KkDO^FTcJ2}A6V6>P>EZ1= zxPIWGFY<$F!_gLSmL)33gM&z(MJ9@8@GOx$$4cyP5O_RnWuSh|3H59FFu6@(x|4Z0 zBM_^Un6W3R;NU_?}+Zi8rdgmD70a5SB_VG;~fcwC^WDN zbSCAQkX#F04g{X6B}w>z@W%UHECeD+si4Vn8{f9eM=^qH44iyfr*#5z;lK%CuDZTv zhNJHC%s#FYSh{z%BPkxu`-mQ?u6uRmG$XhT?Xt4iEW@jsS)oPNc6GUD;HvB!TfQ4j z9&>N~{{)8aJVB*w6z1|?Q!imm6eT_kgad)oByt6gXT3QXWdd zHApG0%FB)-8zCF;uCO8pO$2n^kRzV7N`d%xZEZxO{FDb3`Ng+3jw(YUr3@)&qjC$; zKQN+MwspN|R~%l!dv}}GFhB%Gt9}dT#XY^CB6yRvzRIS4NJj88##Z%d!u#$xpJDO_ zW3zb9Yh^=QH1#>z2(;&nWlM9tt565)ZGL4+D+OzZvV56MSBi^zIhcuMEK4tso0`Li z6>nIRR^GH7zB&A3nI}xnu9Wlo8AI}ZXtu()R8gNd9D~9}Ez4#>myb6V#WCA<9k;BN zd{PHP^j`}d!$%O^!D}24SL6+geOx{ayq?#7uD0@H-66#^ z6UF8T6b>Ue#TIxU_f@ClHbCwhi{J|ITQWF7B%AOOJ#d33`v&GYex7}v30>j%2Kx>6 zRUn7(2`u9(jn1PZ7!jHP+#Wm!gI;4Qg0+vkd>>IO%IbO#$|Z?|#HIfZO49>#)L-R#Efrmf-y z@AtdE!EyYAj)2OH_Orjk-{2Q#7@w1D+E9W4J~)}2bM{=`%X8lMIq#oWfBPN4WB68J zSU0pq+b(E&L0Yb(!kbYm9#bb5SBzFd)x8#@?; z5coU2XuGCisq=QlH7x093rj`Kuv}TTbW_VzoRYNiX}y@u>x1>(YRlP*m2;`b(Z;;d zp`mm$tEv`K0Y$F3b*qxK&*Qoy2h$7slCGJ$RnRhS*{}+0dK#=!2MnvCE0seB))bY> zcCqAYMd>)yqm9@4*pzfiG))d3Ym`2jU647Ka{_(0;&%`Mf&07@H}E}(Hi5Pw!!q1s z0>d{)-SOA`kM&j5DqJ44+$K;9pVV$;i~w9VLV!s zbW|X+kxYUZVqy}Uw8_hPm|)zrF4CpPQ-fg~!{Z%z1Wz#Fn+doj?p5r2T;K@Pf1|mr zxR0r5GXh$U1Q&JfXm^>> zTa?|=tUSvUjCR*ZqdU56xbx99KsF<@A(Xv`s0Q|_5T-x|4aF4WRbNtG-p$8R<6|cf z^d75glfqNT<(RVBB*Qd>at(+eUSKHKTo8Dz=k_dU!1v~!+rcLMA@KeGrM}?_Z2j6d zF;%5Ydx$)f425 zG+${zHHQRFG-1C6c)jqwex|9FXYi8JQWEH_Thj0d`HD;Gz456=s0JkLMK$o#m=!~f z$g{pY4UDgzkAzmwhkUzy)xR1>wnkRZ@AmbJxUb(g&=&D?9C#|EPSBfFdASBiGU zVfC_3k*xq1%8dSI-0@$07{ptAO0F$P1>SESP)bm?VwibZt{0D)O14neOY_HT(>Ew0 zXV=}>SeR^(r%L1zsmR2Yy!dzUu0VI)sTL3f@je;$zc&Z*AtS9`ld^D1QlUzJn>=+| zFB^K+l+&saXwMi0OLwb}>lRX5ZgE^Md28F!EYK$^#jGrQGvSnF$#T-v9Y?YR**0qB zOxs}z&B&Rz8Q-CdT`A|}n4x5MO;uP#7v*WgF{o_VvTSlENz*|;BX1M$lBF&KiB$j) z@u>%zJ=F8cKB9_6uBshODW3R*qhs*%2ZZByU&PjUTi<1L{>X2EPuWImYuJuE_{CjS z84MeacHmCR_>5y8Lg-X!##2h>UudH>fcp!2jt1gCqwfcP0eZDnvcbK;T<F(; zAFH3|Fhj2nqZ_lBt771K7{oA!=efc(2UFfd@eI!?kM~}IuV(jUtCaD`8n}C5Qmq1KFN##_tBx$f?Dt^SBg0f`bB}^~oadE<&Uh~Y z>?3#wh|(pzyirBxnu<=UP`2|BRUEFW=!C_QpZ0&r`Q02T#lS9>D7F3re1wnN+VK@X z14QdR&m2F#=8TVLzG0u|Xcy7$ayW7K9P3fsgL~(=a-VAUs3z(V{`(y~fHL(tgf;~? lg-QxbSWaODucUYr=Xlt`Yj}MQn;g91;7tcJ4rU#k{}&bQTuA@` diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestMultiple$1$1.class deleted file mode 100644 index 430414d6592048608531d62fa64fa744d980ab26..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4569 zcmcInYjYb{8Gep@k*&zFV%j(j(27*8ZCTdZAuVa`rZ~1kL}WQwPC{x*Sxd+E#;aX* zcjY8p!=)|ILd*Sr`@#oim?(^6xkQ2;eFFO5mJsXdAY@rs-?a@?5QCJ5npVrY5g>(sB*k(x!9MYOY|HrF+gx zS#0z9`9=ABO}gHE&Gd|_DN_@vi714?Kl2;5XBw80WY;{ylCE}Tv!WT6Cml;SwPMY! zN~@gLD=TGvvawn%S*=+mj~ZR=Owc<%m2YKV-B!(&ZrDEBbjdM1S@egSl0$aP*cJ_{ z=}O7eSpJH>scSUR)bfVwO^r5nRUNxh^|T5lQI$6Dx2Z+xR%xA_JjH*1x2aoe+QP~e zS@Jk0khvGq#635bs3LkdFz zU8cSwO}dbaV+3iHBBS&@P|va?2`MFG0tdZy$G*B?ozV@m=1772Tj9^l(J&rE783#; z`PBH%d<dx0m z>2%F7%hH(~X=KX|?ebaODx1k?K z>Mx?GG%pD}v^|?MO}VC{^KkCOtbj$QdhcSV(mXx)Q9ad|uk*nvW?m0^ z6(i7-u1(#nv9-2Y;huqOh;Q%tZZwJYZ~uP^|J&U;vp&12_o}OHx zxHMgund1rHz#^bt3wAFmsK#*^gKEDc5UKKDiBymC%CH}mN3p5M!Ie&`ELZhT7f113W@qEmg!kYXexIr9j7>(qs5^$fV#+1;5a=x$YnJZS z??rti@zTb;UJd5@^ZZmR)G8~|2}a^M%aYEFsk{8r;&p4zDw(#+PY(Z#7Kjz?np2Wz z3?=)4#Tq}ZD)OS?8dNrISvF4z^)*MPJ#E{b>p6PW-|AwV8PLTbM40Uo*%sM0Jj-y^v-l+Kr>%jHDc)e8BVH^ckhcPqa)C#K zZy|D78A_N|3uA=r@iAI@lLEqk4K@KA#9Cb#2u>KVGR3oE1M#P6stQ6PJxYf+wh;L} zp1%cmx7&@%M>7H;e|v#)7pAI(%)0(~^|1Qm4S zr+hm~G2ddV@<17(+V9|d_&N@MEb>Qb5iEz&^*y`*ZVXPl;Iq=?Pe!Jj( zc>gkI9#oHq)FbIK89(6S7`{jVzO;;v9KM{xS8{j(FXr$PzM8|=@O5r>@iJanMyHE! ZxcH`vS6!m|ONxlo=#S9ICs-gK{ttHhEad07cX~NlwGSWG2l_DBkf> z@3&v!gHP3ETeWK`&;AI1gg*J=@;ga@Skh9f%axUL&Ya8M`+R5bZ|`6J{P8CMPvA>| zxM>+nuA4K=oOFE8$hbvmWIfxEE539*%XN&A_=s9dx>@O+^&<}ZL}Fq}UMNY=pD5YB zRj_5`kPab4OJd3OZOc(|+>&oO(lZv9^M>X4vgnw$kt%rw>0}dTKAkm()_1Ed=Sxn; zr#{a(RUI83PSmrmY$+8`J-^`l6NzV}H1$NbjRcy)Utlhw<{G9`ff8rr%x5)FKDaUC{#c8Y(r!f_$ zF+NgkBTi$r0&fwg0tdG`CgYQV;#nEbh;Izf`Z~G<_T;2LIyp5tGaXNkpG(c8o*qw* zjgJZJ?x_Pu2oK=FAi_8x&}f@!Y4ZZ{5FWzAEzr=-n^)B{gh(Dr$w7gg{zB2cIO&`+ zExS~d0(aL#e>Q|(^aT+`zd%DGG9b{g^+iH3Frbtj5;#)Nxwm5w9f!-}4~6hZMbe`J zZ8x%tj>i~|1Sethk&Y6K+tx+?tP<8x2*)tgiX#|i0Mrw3N0F%Lm>ls)Er_?rg^XYo znokCC0wdc|(x8sf%{@2aAsyoahwELf?mKK^qvI)o(8Z$V%M@w19LLied{&<%2e;$; zp}IaB$C)5bNvwvNOYDPzP9>k_ytuw7^6*gbv)L&NESH1=5&S7*q{u=}c`% zSHao}-`1JBR?g!ErG*sTzHUiPn$q&iDkEvC5vl>Hd`S%&Xv~VGMr2?ut9W*8b$4)W zHK?_PgW5e>`CtCr*|xU2uel@8p$%vQBB~8E3^ug|_Gtr+r-SM&@6|eNIc1_f)2_6TA4u4V2K%wU0Q~5agHv z#&0F$S1N5}U-%x8V}a;*==qvoz>DQpNd)%t|7`E~h;eyv4M!%}A6>)a$-W=(1i1<) z=K94ooLs|LbPcDX;tB?%fh*{_io{%J;48Ft1}>}fy_c^eIoI*@HKcx~%m#eSwhe(l zSuxSd=TD5W0Y2gE9$M9a-&h*_PFsG1#2+}%UfnNBAo^GfO=E`lIf4V2#j|DD3e`JD za1zfEGKMx7=G>+3I?p}ou3gum&GlcyxnqIOKrfB$4D?;W(aylPkXMnr%q0!U>*N656A^gsqQ|^%I|~$ls`)v%JxtBwT~k;3*5shrP9BPOL)Jj1)uRVfH(1W)tm-=&KZqpe!)J+ z(Qe{=x5tUS^Q=rMqH~@r`&4tUYVPys9QS+J4~P0(LKa6Mjtg-V;l<&j6vr|y^00>$ VyfTj_53hQ7&BN;+W<1Pt{1;VPaby4h diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1$1.class deleted file mode 100644 index e8af27308a90a8bb7c859b0f2cfcd8b61054d531..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5307 zcmcIo`EwK39sfL8wu~%;aKe?+*d=PP94b@-KT;U(_{Ix8}8}*{ibPa!p|1ttc5oRN&#@L=#10 zXcK4~H7vtDD)3@&UGH+mE|p!)aVyn=Tcvksa(`Bw&|Q5(&Z#q0sIG7m4q;75gFdUD zXkwy~z6(Ma?}8{B**;|RK+>ZlHFt%*^>+N(A0l3NXlQM7rlAJ!WacoYXlp!}a%#?9 z@vFdNbzYkfh6Fm0*n$W;6~5z@Aq zPy(HXwP-KM0H6dO?G0%f#7f`VC4r#^3a`Sv2{~JxKP_FoNXt_+F(1c%5$sf3%CB@S?8s`SGe@ z7G-6muNE`s3Exb$aZJQ1>EyOHoDdjZgSs10NaCcxzLjF-ORM>1R)yZ2UU2Qo^%$OH zYLr$M1pXCPAUMYpSM1_R-71>WNo8$&p;~TKLDn$z4^Ce%%kcJ9RM-9Jvt0jdINAcr zJk8AhruMjCpa(~aPWHFOH`+eW;?^!b3D?N2h+d+6;1sgSY(;@A+5{CrA zwJW6xPiiUDGzuJUScNu&6NL3P`i13{z79g8vH7?&mQt#i1pVZS1$-mMP$s1U3AseS z=|)yw3)|sNXa!p87ICyy8wBRwI@!@Qo0M9}H=#UQ`|g3-QKnBjwkTMuvIZ>bW|bOQ zE72S-^qVqqjeHaKje=U>rFW0vMvZLk645XVDsYr(K0!DR9IC7q!>8D7WperHvE2A1 zo06K&L7jLG&u_t}aU+3;(XGzEAP^}JtKlHKoQ>*E3|~-4=EzE_DCcx91fNiM=BMfcV7tto4T!Pk_gUlaIK%^Hm{ zm-of>aBDOqVxR>tc3zes6OwRjOV2sMC>(Sn+^(2Lg$ zHDg;5DblI^%Qq77$bpuVadm_t&@rl8 zwspN^R~@!JVp`zIT2O@Z?d@IiWB8fCmb@`<>FP4d=6#(14^YjQO_08zR}6jDl+$Wp z=n~5d3#avR@V+g}{|4l$rCC`CRuUP@l9h2&cX*j+LpW&_Oxt16^ScOvc;2p73i5=Z z=iq9`d*0A-sogz%GxC@Melp#G5G=%E!B~7w<(hU>?VImC>X`mZF`Ml-M`#Vfb(~ z{Z~Bx2fhJ|-l&9y$0NsQx&IzUxaHU~#!e4#vhx*819$LI^|Cd+jHlAk+j#sAK7MIW z^ksDHiQZC2`j>Gz#~odR>2xc<{|$u}tln|!Rme+S^LKIeA7s>mUvu1nwl|Oh?fUG& z2@ZSJ0Q`oZ_R(l9xKGpnn`VBEQryR7yiTd_<2gQ`=Tq4!O|1`5+Xa}^tW1>9Y{VF1tJl!b0Qh4Al7ITC2&apvidy89qhxB+vyXy|= z#*#;rBs}9s0^_@6Ly!sB9Oo(Jpk%s#;0`{yjL2W`nLGIGo9QO&bd&fTRZ)&k;`4NB zjqY{sU}Nt)mCsgw0TTUb(JJoY%OtC4Mm*ywgaiIV6aLpT(oTPG5Rp8Eui&c?$uUZ* z2NaJ5l6I!)%&`ILeg|KFvzVQAF*_-yvMJC>F^`Zz8(!vH7iT}`6WHxBRnOn@Ey~pw z0u#01cU+0k$G_*Z$XO3V;C&7k9+^QTgH#6Z$D=d+xL*yuYUp$5<+Ou-e3QC=YX&VD zd^>~hWbhKco5A<+{S1D9AI|Wiiyz^~Gl)9)i37{QPaPUm#e9PDo}rq@@eySH57AmC AK>z>% diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$1.class deleted file mode 100644 index 84a71312bfff8dd5dcaa6e180b31d28868f9e213..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4675 zcmcgv-E$jP7609pVmY#!$f8Z-0I4aWa%5X_oX~=8QXGFIN@TlOwjr1{tfXssu%EGoX;;T%i9g1MXj zaB9*j=k;o_tWUO2t0Nl?tK?Fllb!cg7pC$-<~2>F0*c&q+vd%*{=KX_ax#BQ-`2CH zZdJ0hkH&TM_^eVd7*<19DyK$0Lw5akZUOo}W*xWQD7g)Kiq~tc%Coww&&mz;4lmTX zaIl8)&hsvSOrBd4V)Z>xd=%0?ggw_?nru7A@0%y_-mp)2$9?Sx>;eSs4GO_0%MeBj zamCZgjsp)oCUBvn>G9nhLmy(tq2Vbd)~)N7vtie(gpOIMLPB7$eZy{{5W`8tm5hFY zFQ;oNz=rJz)3$PX0}}JnjtdkJ6st25fDMU zMU}r&lVdZAV>2ymGQ5V&FoH52j?MT5K8j-n&K)Kj+DejhjFOYhb(YuN2vP#4D$<=< zT3%XR$t}*^EUXq@nOmHln`N{N1>h0GIi#Z)!mz+GQ!h%BH^{{>ii`@7EU)gVUzSe8 zbd{3x0w>(fy1lbx&Fh9qRuXt72!6)R1ze0`93K@3<&$FqiNh|5;U#=bDf_s<#h}zX ziv1&?mni;xj1{gai5wb#xFSUGNm4Aq$(!`jO9bPwb+Pz)#bz>w%b4lI6bNXbfG6V# zRZHgu-h2=E*I&Xsf(^(3Kf8Jfe>I9L$Q@O>#v{0XaHdPXMzBD(djh;8SQ3cs)D2e_ zq@$V>ft8`Q{oVMj{k)4clYx2gDJ)0v3JL@w-2UB$>MpdQ;i;_ev2U9I#N)7H9?&e^}gkF65p)B#7(PGydQLN#!0@0+R*JjHl z@M2(u9hDADhDeoQ@!Y@Xo2QVElgeh3EauCSR(*_s1*E5S1%WpX;<3eKsvyf&=g8&% zt{n?BX5j)~j|=>DC1L+tPhCS*vcV@~f#qr~xcnTWS#^c)NyLvD#>50y?q3 zmx%7~MYYqKe~O=o@9&-IO@tHLRc%Z>AMV}Xi)(3ZEHvH|51-M-j$Mr^3G_zaly2G9 z>s7nqu(F(eBtEKPSP{yeu^_&CRC$Qt+XBya`PvfrYj8FwiN%ItmSw&DWmISsD|NlL zdAYUS?F*@G-{Uu*ZBKNG9AJwZQ5nBY{72SOLE>&@&=Y0{4T7@HN!EeVA`^5(mi?J!5A~<7+o3R2-On-aZR-= zoYm*Fn&YY=Z_aG0dG`A}sbL#o&ZGvef56oOLd~82^zdDrNRQk_BHc53AJ6=j4+Vb6 zG2J?VQ+SsD0sT$E3?;6VXsx+AjRA^kDT(q4*@N#Z6@T~4+^u51<{` zejk;I@IaVYPYi?!_R9m|-=TUB_8lJe!=38DokESO6-X)ErfLOu3UwdcGCobk4$rha z8g6@(K#mZ^Q6hB@jfYkAcU1IKg|c6H^fp&5kJh;g@eV)Xeu8^y7dXx4t2O_WQy6dJ zd!E-r_!)OJoW;*MSGf8Bk^Z2=jpx?cyc78kt@FwAYWT1kk`BY);ozGNUUl%AgKzx{(f4_t diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMRequestStreaming$2.class deleted file mode 100644 index e4f1457828615fc48dfb275c0203bc22d444ff05..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3293 zcmb_eYjYD-7=F$+C2dICQ0|Bjq0;o0Efo}P0DF}{nqt!yu_|to({$U-ZpiMI`i&3% z3;%(i)KOq$M*G=+!uTH?pOb9U*rs%F*qJ?h_FSI#d9UaE_0R8r0JsTH;I3in8;(=b zjgquIS1&kKsTW;Kms_5+UDL7kiS&e;%Q{8r-t+owelwZ51^L*Qu9x$w(kPpDsc$R{ zA@Fx*!|^QBRzQyLnYMKG_06(w+McZ1hNb6xw<7Ig#wh2D#`w-^wPe+|3myf!`fSh} zO9k^=&2X!h^F*IzlN!pb8=Ho18Foo05waM+)qrdwFy+`};u{J*HS#|&iMlIkKEEyt z9wiA3zlpM8gaj@GI}T7dj3WX^Ql@Qsw*)RHcIox@*bu7%JTMaY>-vGV)Ssl#Zeg?{`AO6>1%bUy!bEc}hq^pxaxkI#1^9S;Msa zsuVcc%JR!m3}PsP0SpVYW%@=1diQ%HiX?O;jML}q!dh2|FvbKf?xt?qvSi7ya-QMI znXQ7XsJIE^nt)y~EGzCg@%}1Vmt}uEFIVYhJ{HhS`usu=I;}Y}RKk5qsKup63M{7{t+Uv|IxQlwxw4H99JWAU_03^ZgUt9t zkay~|zQn@C3ZYEU8KHwFb}L@PbgtgaI*cjC(WYVf)cQ!>*a8bXHSGYK9m0o%cby*8 zYk?nL51MM)^R`ZtR*=e^``ATs3%8ZU(kyC0{wQOHaZjKloy{#yWT$3WzjidQSvrb2 zWIK_;d=$MnuJ(Vu&FSM>`XOP#u!)O*Eg9u3oSRUPjvJdA^bblSr}-Myxzs$HIBa;prkENa&yI?skZ&P&mno|^rLp0GanLfjVy`WtU&@O`3 z$#xM`C%JZ12ooWkayoDZkJ*M$!g`=c8>$@9=v$ZHZ`eCQzn*kCaC$}UP|aD@oKwv^ xE`5C7#k=@|;15^Omd2N9tfcW3zD{%hqcpySvBEnP@+hnzI;9n-rB<9a=^<{>ETcS*Z`>=p}KtXZs=C>o0GoDr(7Ogz$q_ zwz^s+%>Vr-IZP53|NBQdWC__7#UQJMg{84bITfYb)#WY1bg?UqVM+*vgBBk0I5L9_ zJi^4%@|K5b9L-}2bA(B|qYUBuQ9g&nE9aY4dN1y9NEeny=>N)=%c4+p!4%V8OIW#2 z<}?=GrbuZk6D=Y?&@O$WLX*P>%uKi=!%ic%jWmkxi9~cI8xk&!Gd8U4UxgTP=;0(z z<#7V13FqEb+Z@gkywu2~*pd%L8d<`R|0BtRrP)78t&04*GPW9wnGB+J_4*L!@>s-2 zg!AvFl5p`Kl3qTD?BPAUpXa`~KsYjJL)Wc2T;i4r8qEi_#@aezcK8_jt?XeLr5P-t zOvv;qZ+F}vX2P+d&!)73>nXS)GTprie#aRn$O#ar;}#Qq`B=Ht6T;?@{zGZS9IkT) z`>ohaO;75Uhp$j1+&RSm y-xz3z>-K9bC;7CBZ+Mkq%k{oq#Rls|#_;*KzyQX0&T6WbnEa_-B*2eJMTZ8NM+ke=t-+N(rJ~DQeCYWuFTh#8^a@lCo{N{qD6S>XjrA)tTr(; zFYvEDbFZ1{{S|?ZYZnub9kukAQYsv8_*-D8!Qv6I;F&jq{fO*C06hZT@rtAsr6V9R z5%eOeHVz6z;!DN`t?LqmH7{f;eI!%31nh|`w7KG1HbDwn$?i7RP1rE5& z6?=WgIMEm2UiM0az_Ww(AZ(A@<6hcbLN<&k zOgC9PBuPV-o^GDbn5Hc0 zX5OXs(;Ef3ssJX0&kAS--85sa9UG{yl9%N`Y*8*TPh$f$WEqI98}4$fVe)Q#E{yBS z;eBz1g7Nj1wn5;9wvf1&*d@e-SOQcxArNhfUdxXV2tQqgilhPpb8YghZit4Yj<(Gs zySPkX>AjOpC0GD=VV$b)Ut#~@H8`#9N~5)F;#UYO1Sw0(;*_a7&a5<+jDpv95kLl2 z+Ld92VZv5LXRNl#R>8C#)u~E%*)9^&^LDjTkmn6WuYb16@29eyHyncuCN0Y*8mkXB zHXZ@?mBc@E(HU$yfM`JV1DvC(Mdscwxf8(G_|DGQTW6>1&Fo{jr|uIAc;;7pDpottl!1Qa*4Na@-KYhpR7$h1yAt#;k!7+ z{mCs%O^@6|`Wj!3+`)w{T--!%gl`A<>*McGVhfiO)ZpYM=B|zY8PU;O>h|y!<~MQe zEO)9+yMU6K#tHynG>@gKw}P3hD{4nh2ui%Du2#M>CbJJkL@P5mw_^A=vj z-!a4Ym$_$fHt`P{^KH*cG2R&A2Sx!!&m!x-z2eAFt25N-Ac!Tt3tsZ|KYkah_YhE8 zHT9r|BX>~AjnX}nqtxmaWvcl?aRH7ud~qC(M_a8aYX^L5-ykf9H#PG-_ zHntG>8@{-So7?F|8+4<1lX@sGMDe8-x@*x%()}`blo!wVbbAss^3(_=-NaY76YXgb z?IBTR2%v{V&rrBd{Elx&Nah!ufqt&l=CnWmo^uCx-|!U+;tyO2P~AUrR;G^Alpk@p zFtEUHLkwbQfjbE`469+pVcd;6bn4g1?;8sUX7J4nzLmkZ@tq95i|=Ldef)rz9sCeK UT0p0RA3OMogP%J1nSi{l4TBipIv1cE7HBwfp6k4CCy ztY|W}j zvyjnBxq_Bzj8;QdYG&RhqLrL=@5UxFUiQ^(B>WzKIgeK~OQtew+J=@iG_#nb zfx202;roLE{)JzxK| z059a$WZq`4z|em}Ne}^nC*2u`&=N$OK-+|F>h|*j`oKwyoz`qEmEJ$nFiJ^!lRh<$ z<0y6ErocNV#&SscZvg2OFYmv{=%gpq212o>Cj~Av0gmu;owzVM5Izkb9usJfRVAZJ zS^^>+Mi;u(iynb+Y(?K>wAJYpIKO}ORW0$e!QC6Mq~dyh&? z%UrEECvB~u!j?p@2z0e7QDWU@ui>YVJ>redzw!s|7A5}kb!kf|X-hcdB$Tuz7(9ul zv?W>>JW|>iDhG3zl16Q@^t_c!H*c@mK@1A?7NtG4u()tzDLp@PJ9{I0eP(`oW?JC! z0S`jL7)Bz5AtVJ(8Cp&nVO(^=YLxqSp&e;b0OJCk_G-0!XThA+bc6CM@PrrljGAZh zTnHb*M+N+u*oZ*npg+R6gp`WK34w91lsisvgP;s?`HNwE+*xT-pnJav2Qfv}A~6|* zE_#kcoEVD|yN-bUr;W`%gvUKo_9Sve>cg!LB69lDm z%!?w=(AafX5TBwh-l^)g%t}ku69P*EjqLY6-bRn#pH~cj8p|Qv!e<1Y+9fP)7_z7t zSzEK^%w}Fzl(q%&S%G9;GmNNRj`ml1V#rSo9k7Qz_TZh@YeE0AXp+p4ID%MXk~v!t zczrhn9Tjv6JWr>!TF}C;3)*m5lMgG|T0o^dR88Qo|1bCh^;?tpBM$b1<(tPQR3e=Y zQ5(xVA6+57!MZDmS6B(8=d(+b^HVcC3L6BemlP=r_Gwg63*$*VrRLue@Kr9V3nkrG z854NXL$Oc&s&H+6M)k9P&`Xm)3-H?*@A@}2e7|L(17x;wjfw$61%LXq}JAmY2~AMuTdr`y_h zwz~aiMcg+M7;Wo5bPF*78l<%5!BP4i#P~(@DK0UR!in;x>1nT#+OO9mMd1Z%IX!T`>-#RhJik@)a7dgE<U^Y{Rv93w*LQF+gm6y!e%uORO}#K@&U{7)GBJ)Z!h zepPsCKCm+Q5Fg{~%R6{sj_s8lOwSKJ!c~EXn137BZ?UtJ{|NuR!{Pz5JGc?w!6)Nl z8<*pOZH(Q=%eVRhze7h~;GSA;@ZQ_FeJi3pK;bWh@Z;yaMi6)xQIOU3e_?)_4e$&0 z_tH#1vBvR;#yy0MzoEuf(Gln7hRD3c3b#IvQ53OS-}+sbq8MI+PLEJgIJ@NXy++Te z%_r(x@a^5g15_>r`U3RC<-WksHm>vq{)mnH*u2LXjvEv%XE)uDz^k-CQI^2xX@PP> z0b1 zPT`mAkFZYx1AVNqoc3320{8)b?3&@nui4|n)A$YBHQq%@_y;X^d}x_pj)>vI%Y5^U zy7a5dfW@G>V3F!A;=Hj8e;Qv(JyzaGf!{1@80j;_uc#c z`QJDH2H-{fK_G9K`iA4I>BgG0eNQhquGEX3rOR8sv^~?Y^|9=j8k=#7(!1oRZGLmP z>AbXy)6(;}Zpv{Ba@Lk}j$@^V)59?cfq&;V9N#i+CDEz)rY$}F#%4)3ZC|>!Vd?pb zSEh`dQCcY)BemIT%4)?f_}tmkr^42m(Oe@v1D$n`T151uZdYB?m-%XUU2;T^amS`Y z6+>+@I#3r~cAZk$*GpBa^w7HW73r0!j2t;XlDlDS8oFiJYx?ZU4O#HnC(!?PERCUA z;OTJ10oKOQD$qJ=+NOVA;CfG8!>E&dqV4Gl^9kt{T(j&uZdAd%@0#}7VdjtYE(qLz zCwGVd9991@V~oHn&0Eq627%0@LzKW#B-)^%UEoMMbhbce#J3@I33MQ-W*!$v_hf4! zdO#pip9GHJU2(MF34vyR-Sh!*#^X^1Yot=!Eu>5p&zA%CyihT%qI5@kYf&>#5*tb2JYI@Z(~oqt zVoYFohj1QILK5Qwr+4VLs;yql9xC`&jRFbqb_|m|9HpHOfqz8}2-k7Nx>LMp*hNcv z>73(iRLYIWbKi#5g>$#dGCF;i)Q1jMw|w~8Xtafr#|_KMGpP~DkK$q+Q^*p@k1IU|s$lzD(<)r|tr_S8Ih&|<}Rm+^8Oqqwq@(hgw9 z80Hvbu6(5;J)bE$S~CbN@5DniM>I}x`%iT=pEL4yoK`<53%IKE{J6j~JEK|4l52*Q z_i6Uzt%58oGL7MyfLOErC9M;fi-t!C zOU=P`Gdz6{l7~Pou=@7Jj%Jv;57~OOHXg9YdB*7xv?=~z?r7OGtO_l%8^_Ee0ap`$ zu;qKvWL|sYo!c-{BZYkUkRr5UfUjar;lrGIG<2GRE`~CToa{_~Zfs_p#MoXlJY;1T zUK?J4pTH?}sr8!zTA67|E1zLiaTv?T@M*;xo^;bixoQM)cx?xz1F1c7LTd>nz?;_u zOV62}Ka!1138Pif&1dnsI6i~V*N@U}&N^K`N(XMuOxY-8_qn?v$T?UFq%R2^uK}r2 zPgwV8rA<}hXzC@@3#RHKQ2-ZE8-`BW&UD@i-stq^6$a_MKDOkjQ95+Qqn< zLiCT08n$EKE;$vCmw?{ArX3g{0x#G67Uj~%Dmi2Lfk1an>>(iBF7=~E*P$9tXOhRy#(6w=9+EzLABIQvMy{)8|84UBgc#7Or^9U-LNN- zwQcE+TZYGbA&am{yI?sUZ$j0~EfCK;72a2;OeOoND-~V^OLD>VOl~%2+YYk<(*Tzy zFF20x`L0o}F7+@(=eN+Syu;C#tn`4Sriw6rlj>R#e0gc$Xe%F*7FWE%)-;-eHODi3 z_i!xJe-E9RmVx_t^3NO;_&ML1>I9s?yZH||9tadcONrEi)=4}?QNLhYL!5JXZn<7< z@eit|)G{8Re3J_?xYMI14z*C)@V`AL97AZH!L$v(fpcnzMzx`g1I^jrmOT zJq&GOadF^}h!5OV3;OQ9g{8&LPu|C;{!SrH_$A*RX#NjUghLKZ@CE#eou_De6Bf~r zYj^?6l)Z=rey{SY>`ZaAA5X);N??-_TAXIdTOgD?Tp*j(fvZ~8^%k_nKtC$ne;+qy z28iUj0cv}fLaPue(I6l-2)nQm2vmIvI4uNjom=oMhg)3WDzz?|>FeKuvkmPpsBGcp zUb)G-+$3&Mc?D<^wsj?md)(mt9-hNj2*7JgXv*UCEWVn>*YNc$zJYIM@hyCti#>b?-{rW6?|JyX TM@WCq^$BWxi5k9$3z+yHL=SQb diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageForceOneTool$1.class deleted file mode 100644 index 03b2458ec7b44464136bfe1d0a7587dea9515465..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4200 zcmcgvYjYFV8Gg=6SXdSy6CgNOHK?(Xjn)`K670|zUlIk`PAo$)ZsM$@gS_@?SJ_<| z=T6fmZPHxZ{)5hRI{i}GDUg<#)}Qk``WyPCGnqa|TG_%Z*eRWiM(3P8m-q7Q`#$I0 zZ@&HeKL9+3-wM29nEHz2RCJ>vZQs*Njw|)DXX$dym$qj*wmzC0Rcq5uS$gOEw9P)B zpDIYZJS9Dk=O!JuBxh_n=QvjScnm_|-}x2Cw@h2fbLzfnOHW^3t?H)jOV>6my-@dR zl#n;7#j-Kn+O4)+uG=M_dOdwI7@Zi&hgsRMm+0fHwl{#SBbwjBfIkusw<~r4yuUDHM>Vc=}S?SeinjAjUE`6rBEK5G;1O~o~ z-!Vi59t%#~#rGIG1Ug1c+w{)}O!aM8*#5$NBJb%6|8eP+T(jmo?sm=&AH5*(yZ@iO zHt^a_yRTRxq{_-&Y2~0mX6Mc)(1k=NH0%*b_vKmvc9$1VEeY(#zBqOvDG>FSOi!Q? zs_y>%`x-Z>?Z4Uv6Y5{}Day)q?z zqipyFgI8P@*w>!!*%hC&R)lOZ&w)=Wsz`rqW_ITMTyA<|v2ecd^2GG`#JIqLz7SXv z_#vK*BaL3hm1Ptq<4WWbIEsu4mwqA;sAsO%Eng`)Ca~9Ea-AzP_M~B2byo@;40{WV zA{~QqWN};|l1~o`?7#EPBya*Jm9nPSI2&x8mQa9{bLu8Xq*i{FKYw)(jPqEpE|9>*9aw&UBO z7+%=ia~HaZAt!Jm42;k_X%o#D&Iu&0xTY@)yjdCyFxS^g)9@Q$XnX&{LTn1tapW;0 z@c1TRIm?n2!z%cOFDKSYvZhEVhF1jil3`gX-%0hl4Ew6=O%>&3=5ngH$v(ZQE2h7c z+5luX3R`j@xMG`3dOnU>kh$Y&MWv0JLEzNR1F-!X7l;Md@a@?YDCBZl*=&)j+H#;t zj4`~*9B8^A@J@J`g}$_Q3)=AASs^hTLOcS0_`cM)UB%niF(Ia^bm@$fpo+Y%0yaF) z0wjjA!0z01VQzGKjH$Gz6}f7WOmP{NPDm^za0m~o^UDHSjZ~=BhE#Jx;H41SY=bwr z&hDHEwQ>=!D=jsF?v^EOx0zO5RTr108lf7H=~vVsLSxoUH6lT4Wg3`SznYA%UyW;r zwZ>l!lY5ivS0B;_MMfLchB}fFj-xNe)d_mjHDcI~{btpvd#uYgxph0hg)(C>j63c{ zq%r)ItaR_vTi{RO0j2~O>!wwfZmUc#)Qc6@s4bmsPT#Fu4l^^f*4*@eYwfp1vHFS_ zmx_ga$%y$GelF14QnL+qF?>W2?!7sNUou2nWjaf_F)CEN;gH}i7_Mm)EjgzefzEWTClb+&u^CLdbKFsU?!2XZRw6#hUZBZLHj1`lI3{(s$j@1IZTXr z!Kw2@Xwp=&duHqWuBgfjre{*wsBJqWU9zo*L5A!u1_7&oMj-1BAgQU6fIZZO&OWKi zSFWlZ%tfB~6-Q?f;SWe;`mbYereokHy8p~)flt|{nrqmP2l&KY4H=9#jt<};Wqii5 zhB&%ae)5!(`7dV=eW#v(30{qQ=Tn;!TZ zMg?wRY@RcFkBOU@T*r%C z78)4%0S0MI;wM}oKk(e^0g8(}r#wD#3tH3en<$-*_CyKlsh;S-bqx1J{{r&{R<3bd z6I`W?M>fDc0*h)DI7d*WTCFj%33DWX*+`C3slz=A<|&?661p?}1aN@h9V1FN@WxgZ z-5V;psY2P#LsW6Hp`sf$M-kfpCFdXFNGS#mv$kpWzre@%q@xpG@iB@I@L^z11i$8t z#xuWRU*_mA(eCj$@$dpGU_63H7r646Y93cj$|L+g@bCm&>hlO~4t@^x99D59hc&#J c!&`WphdsQ5cNehB!+Rdy_b~6_l83AR1!3>YmH+?% diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1$1.class deleted file mode 100644 index 048eab652c79e01054cb87de1331ea1a158c42b9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4583 zcmcInTX!2*75((n#SIjD&CJoc?6dc`_x|=d zfB*M;e*y3eekX9%Ftv5Zsc1$;+P(&(h>gU)rAO*xHmnrN#i)&@98QX!9%AWyxosK<0id zjiOWFkzmCE)<)4S&^>9|rhi`GiJ{Q8Mc*aVhZ!|7d_~}``(GCV<3o-K0;P27Nd@Q% z9N%kI97hoEMFf2UsUf`;69;&X0^{gGe+*qn2z2^urYEr6cISs}fxwYei4kH+6*mIO z!}JsAGwls$T?U~p@OaoIK?Dtla0t2tvir#1kv%hVrCynnzEL)OgE1&p1^UC;nqBwV zYjrT$bv8^sL`P6>QRP!=q<>bWf3^u!R;7QI>7Q+N=e1E;^h@ZN-A+B0xHv*c-d zyLriv;xT~}73ojUFU&73>V@2k#iioqTwx|RBk;h`KH$Xh2|OM{3WEY&ma!r&nxn@t zjI;`!5#kVR&%~`;zS?9|;HbamIydI+S;MsIt`vB1KVLASG>pZN#kfF6J~g&8P6PkM z@kyLjn>`_L?!P6bC_a_I0IlBLu!60;Z|xRvm16754cfX;H?6XCCx%;* zvqbioh~sHY#Hi_He>a{H7$0h<#|M;k%D5jVo)$I;} ze}oMP)^Wv}Q@&`}WlMUgyyL9bYhhY#*|}%K=EB9znha0hA@!bv%`NY}HXLn%WL4XW ztR_Tq8Z$9mK#oYxlAfCr1kQ%74AgHsVSj=jr?iXEk25zvBM`6Gn8dQ_MuEqMS{^)T zvEscv=3+R9!geh=fF+~2EO5$|FV&^zvo`K7*bM{r=4-e_GN!iO(N2K{6qN>x0*`Kw z>Xs!dhE?=wQ0`_)))ZAnLFU&=L^A0+$w8NCS(Ssy6}d{rNe(uF98BIY{k3G}A|q~lAj zq;&#|VaErsv|QIV!_#&lc?i@3tM@NDn-?I=}Wd zJKQ&LE%66iz8g(et+)Sw8-|WD0n^>%T(@t4ub`yxxlUROoTi|Qg7v0HFBBK23e!23 z_?F=T-`a3`QAI6|6BtnIU4clA)g)3o!!yHS{2j%HVgygRsj^%(8gcmiHcAJQb|^!4 zP$*B{mXOQ z7Lcl_1gDxvbweFsBI+g73#|3)s?k9}Z*zF_IZ{fW7pRY<$ydf~y5`9RRM)4NO{@#~YRC|c)&qEuGJei>1Th>_Ny=49=HJlCf8d3? z7%HUyjLaYSgMXKrAI<_!^2v?d#Tkx2xrK9c88(i-r{>(jd?vkx&!#)yLFNvYmPdb& z*ywFFdF1x{xVn6N`CWYeuN2UMU+~?J&VNzUD2&VuU%=b!JViS@FoO(ocnUh@&R~Jx zBEK!mGMx1SzCit{YhYuFr`8vV7qbYYtpFuGuxQ|YM3$AJglV-fO30oZrKYzjAPm?* z8?XUX8p1$u!hn@2o(UU>zd%)$6B6kW8oa)R$e-}i9eBItCfafn@Ts^0GJ$%?5hhLI zIh7;I5i<-1Wn6qDExN>Ae3@dE%t!+w#TLLUgWUUkfBY z8)({>9--4RwEYfl?N+m|t!5w9R9FIiRP!u1=*BPk>lDSj$*+n7rG)za5I@FGx_j{} z{_5nY8^l%ze$Ac;*ZhWG<*k$S^+O&z9=^u=3Oh-94B|Qe?$32|J*9pKk zuAxK6H+6hV$G7o{j#u#=9pA9;N@5>*Lh;IcoS6v*XkM0s8GR AzW@LL diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMessageOnlyCallingTools$1.class deleted file mode 100644 index 8502f813c8ef3a486accd74e0a57b8daeaccc4d4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3960 zcmcguYgZdZ7=9)MwuH2WTC3CxXrs^oSxT$bf>s)+rVT+Gpd#Kj$uul%c4Kx!sn>d` z_uH@Vc>Gj7wpDwM^4TBZ&+wziXObnPkQ%H#e%P7WxxANW-uIdJ_rHGm6~GhtT42^N z^<~G&>qcJMo~vh_lGJmqrOQ=M+OFx?`gmeot)-ltbWeK`n|(4lm6mpHO1du3P21Lm zxM5kQou6?W%Z(h;AO!wQE;}A4l}xAXnYMKGrImti+MX=ghNY*=Zjn-wMj?|kM%Q<% zE$7O1)}wA$Kk1JSk0l#fTCti6D00W$$IJ2nI)O^I43apZ~WE}6u93%aTDJ) zvKwhTcTWhE{z!kKxtU??Kt~9z2nz(gMbi~H zTZ8}hS|!jC$?`rescu=Ix0!VUJ577VS(bj73Ow9j7ft?sAKW@65Nja&hRC0gnR0$g zdPdIh3`UGNC$PId&tl6SXRQ{d=>!KRKVl9=)5;s;a zaGQxMaByqzGGUoHu99Yk^x}X(t7T-QMQ0LWJcNha5kMbN@YOTP%9f{;92D5)EtZ_~)AmWjw8|wZaA%{N zm8kO;6F39;%airBlUo8k0_btDt(^{;W);dQP_xv z_{N@_@Ro*2fy0g5Y)JDPIB9rVAbh@LdNNJ2uH^SjjsF^x>PWMPV6CsmG%rzPOfHUQBjPBDFHppcd^%VdizQY=z{F)&B$}i)ZV@-xAgU%H@(H) z8X!9`y(zl=%cz3=TnH(g5eP*TSyrB6fk(F=TJONdA=5bBKa#&98nGV=v00F`p9g>YU@lx zD;Myh(n4UJ2g^VouGvS17%TnAjTvxJq**$4zEyraE&R|+}a%8czQ!ZuYNmI%0 zK2v59UXXL9Yf{;`Z9Ak>@~Dep24gF)SA&Wz)(SvpKt1E^p&nt*2Kh0&xbq{9bnXnW z*P?9$*Rb<@4h24DyRSNpUD(Y(ZlHuNu6@FB03nWR z2fS2il|HW>~kFLCC+!coVaU&MJYveFK}hQYVJ|Z zy)J{}J{R}Hrap&|B~VP@wFF9V6Yx+@Un`4KG3#Q^#hZTvE`fUJ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeLLMSendMultipleToolResults$1$1.class deleted file mode 100644 index b236cf1747814ae854c0eb952febfef2dd48d578..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6698 zcmeHL`Fj(`8Gc7T)-19SF5yZWR8YW{Wy?0i9Ck>Iv5RWi5M-c)rgSZ@?ZvBIMY}T4 zriC0$@B2*eGilSNC26?Z#A(wuP1EBK=zr3uY2VSV4s01Pr1`0j9_`M~@y&O<^L{h) z`kPl?0&p+>A&}CH_>65&#kDEja-DeE><9$BgTzT-|aE+lu!m`eoawJ)t|pZp7j{ znH)*!*2GBObd9X3kJ+|)PNuzH91LNd-8-ftHr6J8BZFH+t*f_E1R=3SvQ`cBu*6{@!k=dnx%Gn?{5CQ(WYii z#rKb&(9o!5fd8G{vk(>uKfzW&(1hE{!WeA{AAkvb! zftnN-L<3f+s6$Ag)}1ySfkUO>zl95efLI<$6HBHpAtw;Nk!}KwhBa%?=>94Z*z5oWWnH{o)OerWcW`P zSffL-Mu+F54#^rF3~)z@H99H<-V|#Hv@XOI*&=6p3>cc{Rj6S z8cU209#0)g9T*(lJGfV1RZA7e1aUVutB7EWK%J?L>n2S}1ksA9giITK;7{){nVh6u zpvj%i*(di~Lz-dcbGpDC)#5-T#nGvv16=|&$w;R_^TOB!u@&3oWcLW{sJ29IhR+mi z4`B_hzXl%>vp}PfZh`*!tGu@aX`j#JN<2`Ywmo^noX~TKFyji zbtjUv?U{VGl6X@RBvX|&*9;sxoz-ux(VO!6V=J-dPdlKQW{N3@o*ckl6?-s9PY#j5 zy$%B13xZS%LG=XCMOpihXlCAiuRt)L<>J-7APQ`1DaLQH!IJBe7*VkUqvc$)NJ><2 zfcVYn59f8qWjZaUd4X-Ei53}3B$cD?=ffZlA|+=Y6WCC0O_-)WrI{(0h76uc>sd*S z3dr&CH2oKL?eG@K^%;FjcwC<(!-ThZ?%NVRX}Htjk_ruY-@J9{1HxnY2UQ%wF6kz;pk* z32%1`SVi9;#*vmTJ3)T)^NRGQ0;ZjY#As@)e{^7wS-$8CpLi|U%aB1fh}Bpl$L9nB zStgZ0mejt%!@s{LC~iK|6rws1|x9{4xsVg`|OGt7# zjZDsbR7|>ssSCYWPwadMA6|~rc%&%hnsx;rqE+yH!%YuMXw3YcX8E|y2Dxw0z1TwmkD&h*px zjEYa;vjT$=Bcesx$$*1edb)kd8!LGvi%19=^zgP@(MLelO`1+9h zJYMy`3q4j$|-)e@C zi8Wlr$znPw_^v!F(1IYoFB9tb@Pkrnxi%|ryrF?~$&P9iUS4f}uBgf|`!FpX@wC8@ z=kC&?zr}N%z{(;WRU8ijnOU9$5ReZcAM})%k%by!>Xac%-0ub^2(i28&NiuYXVpL` ztOnKw`XRW-lti%bvk3`9Uf^ZwROJ37Cm?iJWvc& zW%jwPBc_5&JXjaSE*AePOI*PfB48nl3T&AtZ83Wk{Fa-t>vvZ0GWnKglfu=5K(rXD zYtD8lJD*GIg%jRj@dBq;h(}T*{Rh-a=HMAm9WGqZsL@ooSQ=8>!d>C{{fdgcWv-5N zah~q*@d2BAK<}zY>f`6hbh(y0qEe4x_xSP35yP$;O{!g+x?p#3t*QnGfprJ-y#LDRhYiQzy#1DCa}zEv+yw6Q+Y-D4TG$%eW81Fd=CrIgpMy>^ zP#xE<0?7kBOaq~SJm>NqlJ_xedzCE#{FHqlcakjsfu-FXA;$!xZRgPxt&3g6%IEnl z@JBwwUK^V64t}whFH4qI;SS31q^ejcw@Mr(Wxk49{(y%rp=C7sB4W?VvB0qRVlQAV z|ATFp(9QOqIqVpTvCwoy_PK!lvFIEgh}ND*>;euQZGReS`#IUU?c7xyIof>mBHsTp z1=QeAe6B$4zp1GLEw+~r;5AmRM?IPG3}WIec8Vu4%<@6LQ+yXKi?P>3_yDb-uD*>C zULhQ(-^jvp^XPji;ajxkDgsBPqIA>bXggij(@ss#Q9z}`)|4E!22%xLpmQo6HbL>s z9KQHHeh@;@HX1xLhrkPX_yU~yaziD#A-GgrIx>WOMIa2C#MI0d8Hm>?zk%;wy7Tl% z&F2 zO{`FGS|~WPx#VPs$DjyCitlc|d&C877mpX5ypKVNF%X|8AQi%L8NPro@_Qq#{}TOD z$J$POnXNS}cjGJgY9ScC1(cc)`Ju09prDmZ z#}JP~6;BkjSnc&L$!x-p@MDNjKO^uHU*>&&1RA4l1Y?Xby?|%tyT7sI{zkfAVgzWU z`?qm|2K<>{8;O(4d`o;w73KRXHz&WL!7pJBuhcKY>#UW%a{k(>!CzPtpowo#?f>V9 zw=MZC%n|r2BcU-CYYEJC4nuP1F;u6!gJd7Daq4*OJUDkGiz zRK@nKk}YRl*Pf9c-@Mo{9YTmxsTJ3^El0_7E57AO&sbh98kXbBvSZptrs9<-A!Qb` zd2?iAx7u>4;^chl^^CLi(ecq#kd;-7semHa{0%F|Yp-WaPmZLP%~jK&cH2liXXbKbjNy=jZKVT7uv#TMnoXwFIk>I<~OiNpe>f;N!n5!xIna# zWdge`XVqPi^)MGW(!2AVkM5ijNCe3KS>{a0Y^5+IeKT+RCL={$64!2a`wP+^pPreXn@y%CFJ|U4FHfc?CMN{;_6EQb!IO9@j3^EZG}~rY+H@ot!5?v? z6&iYoKwW)}hLn<{0+0AhW%u&5bJn!%N?8i*3p$1Q2>Q?;MjQhIO{v(RK6oM)K@J9<#TG(3 zUJ!^}E?d6Lkdmu8J-f+u!2~+g*uS8lN#dn2Uc@iXjrNpzpB80LG%GJLJEJ`{KIw^Gw)~~&CLp^oeNR+pRL&LZV80SZ8Z!dn zm?FpO)h+PM!w1#&+f+bTHt~)ZXs@}tb@p70)mFK<#$_A|F8~{-D0+C8L!{eOhTqHKeka0=RT%2JD;(v~m%zDlMe-jtxt;U2$4* zmA4r*)ds%?i6^}eeRa-3FsGj515E$GIB12#>h{Ya6 z(>kt_A0J$c3w#h9?n-dBV%d3F-l&^1m29DGmX^-crnlA4)yi~(RRX;W5T||?CZu9H zUoxDo<6VKC4IdkzsN=76?ZKOMe8BkSWnZnMS^SMtp}MzS66m~Hw#+PlOH?D!nz0Iw z=~oMY-Q?Wd%9L5EukA_k*CbsjW@WiP6G=LbERWl!=Sec%o=GQXyB;Z(@wnvX$)y>$ zQqIYnR#@nM2; z=f@lw+^MnG<1Kx+vHM#N1wLWBzc!6Wu!nElKnWdO`;=o1VUC%ld{;t#pwedcr8|h7 z48{M6-f#E@T&T86B5;7u`Mx_yaCvAQ!&B@}tmCc5E-U7>$K-a_F9x72`Cinx6f$ZjlArGlgz7F8!+7T*G^HbDHoKXEdVuHTwcbdx`Ttj}r$LSrSu3 z*CJOAspe7DJmxVt9{2DB9O`okSrVlr-bkVhF9{!&Bvx^mAA4BCl|{68c+|x7>H{ec%1=eg4<~ z?!E=!IlLzDf??_#jwLlo^>r{*lYUY%4M1H*e8&97)v!Y3q0YkXke{| zR)N+D(>A?R0vGzL8V1is+M8yMFVD4|Q>=w5sgK|3OC2%$qD)}O3ktpOsqV+8xq6-Eo90?ppK=?bLkZoEgU1lnU6 zg3Xc&f&#s}sU*;0+MCXX^rJ@L>HeKy9N5_%$u!d#xrwOt4|{p+f}q7CAnd5_t?O@)$0k_^=|6VftpcN*=>Of%hX1fq|XjMA9gj zB%zF}C#%gfo`$Cc4y;LUYH?}t+;VbZ=H>Lc^x2t(>6vMPNBZmdBZBwf=`dpG6KJuF z6=~6eWCR02zjd6Rqx7e=e<8z_H_t_FHo-UeJRu;ww zDsVbSb{dc1B*w$EWumJU&k2myc6~qzQ9LhjxW=nxd-QTzP^errGM-bou3?fFM3M2dOFzAPWKz*GH| zGj6n4F=Pt!VT@s+mdzUQsfM!x;exzUl&;6@OcJkd&|nEsRzrlJX(L!dTJ5+j@MLW? zX<2g3u+kn4n7NjbdBvz2m^AbZecS6fy?rWqyWda~mkhDo)IS6y# z8I=R7D(~vSqNWz5jV1`JKD^k8IMeYiTTfKROZ;$(INOId#SmE%?xtZCX^~wY(huaW ziugu`)j^KHt8d?ifpW)Zy!+ITb(D+1z>4w@(`vh)dX(!lYzXX2E~J+y7p7*I|0{<3 zyqkmF1`AFE2hgL|Ul9o9N&KPw5e7&Z;(oPIO$(I<6VtW&F4=`vsxWWF?lE;0@GIx~ zDTCo(Niq-4XDSU}WlU7cK&z(x!)Q`f|G{@IRfE^@kua{|qvWx2^n0{Y;8<1O!zd9! z5u577ULn)p5SZSZE!99Q0V0Y|b%TW%Ysrdt8|kFsv#P441rdB+k@)BEg(|Jxn+Xo@ zY9Q;yv3f+Zozm(v`W)7jBfcuIzXI<-AsWhUvgSlcy@YzvK(V13O@#S1Q?-cXP?o5F zeCtLy%qMg(q@L*3jYFXk5f6=o=E7HGQ}&ts$m_b z((^{aG*&FRtX=|bX>-jsyizgT!R(vam^bqNSXYYI{e@y~MHc*?NYb`tVahUG-qu-T z&)6BuaaoC#>ovwz+9?(?a@JI`A6qK&f}WG-P1odRleX+&2LoQ{Mf7UVIJbl-?DXzGu7NkeDHO2##<6^VE=3UE$}qy+jxr;+L5gxjwCJ)|v6BjOaUwi`} z{09XzK}qgH^M9$Sh7TvE`2zmP&O>NrXdFXA9LEVUfir9`@tfwiVp)Q-Uc!f{KXvtO zjPcsiPJb~BRW|ayl=Lm?c@v?FN>RE=E)3CS$A_rtEeZ%atf%U*9;}vxfzAm!EJN{( zcwhW!{}7__K^lB{3!%Rue;bAEa-&tbQMgoGIWh__a1iS>iImC_br6%3uZ(LOjNie> zC{qaxmHeZ)24V~?;zY?G2g(zDjBp7)j!#g`A$6TrM#+I^JjwBk?v zb(jbAQ+^e&l#1&6bF%p_=;vSIH@Ml_hCj1c&AQ@)wh4b>PlzV|m0tyeg9OoIE;}B- z#G5eQiFaM%$P?=IqfQndklAMNt$xO^lDBkO( z-Y@^aM<0BuE_>0gr9As1{3$NKlN+&2n`QgrL(VyK=A3=`X76wB{Q389zXLdd?*z^m zroQGlIo-%f+jI4dQt@lh^K?X?lNo8Q%Leo7mNeL{M4EQV zP)3ap)rA&{PQKvjdFi^eM4ze55yDWQ@pA0BvBaveZs?X_=k(e1s?2!Y6Bzt2$Y=-( zJYKzV2Xr*F3ABxyw&^`5aG<{i<{exZJG3ZJXm+Z>(fbVudaYDO`s2+l3u6a5LTE); zAn2`_uE5zk;`eQcKu09QuVzX0Ed_d;86>dNwAYY?ph0x=)i|H^X@MhtzBd6+!wUl8OGVR@DUx=X3Fhm3=ufgE&HeL> zxj4>-a0cfDdbVmo+_GfOuu`7k$?1)ZEGRP4Fe9L649n{EoZh}7i)mi=^`_-T=5%jg zg@yWhFPYv-Zyk^wn7u72QYvM0Rj^+QA&EJGP((3lxn2uA?fY?kA#1Fqj9F!qMM@g= zmCz(S1hhy^K<5?~mAa^5iSjEx3ViP$e@#ui7qfgwy0P4k`H-2wpZ^~N8_IO^e#FNa zm6Pou(&B5Zja3d_U?ZX74S^l;WNLmQImtZRSp!PFB>SY1X@`Mq7`ySHy3gVjD3DtN zg%LH7E6@6n_4XXuzT<198bMx~4z_5r0h65vQoh@7k&xF(sdebp(*pB^H-YL0c$1T2Y z2DremA3NQRnKiu2g!XN$1+MsqosyR>nO0U7YfW&fl+G26!pf=2cBL8KO1c_J_$G{x zIMwh^Nkv+obf4OmH<2Ol#s){@0!$qTL8fi<; zt3jYWW#(+dE4KqXNuimw8KY2rw=2Q_8Oc&UEsNEiaNM?KandqeSF(57HEm}s$0b8D zcvhS&sWIi0iWzy@RIIWa?x~6Dx0uvha63Eb}`K0Yh_evP_e|m1?UW@mVz@> zL%`i2f6OMH{FE!5Cj*?dXxqRI?EHyKfzLSZt!(1~?BWv-P(l~qea>|NA+DKHd{#pK zqS98*g`0>R4@Q4M|BrkEE|fT?9A@G>D| zGJ}cDQ_9z6o>9K`+(KY!=muUt9_$Vd(Ae(a;58iU4*m>z9l5JKQUOva;_*6=Jy@Yi z1xXJ~s#NIrV3kT*s^DJeoS>RDo>2;Ccwb5AiVhIAK|(e}e6AyZyNa&5iY}^9cJmTd zsGv}*Rj!onU-4-_S85m7$4;j*e}qqPrL7%b^D&6`aJgzu3%=n_fM|ZpIm^{U#Cea) zjfa=nAX7y5GT-c1!y{^V)Maoy=HhYK)aMYgI0|vR8AlOr93Dz>tm6_dyV$^6%V>4+ Owu^UMEVx*7asD68XRE3J diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt$nodeUpdatePrompt$1$1$1.class deleted file mode 100644 index 67e772c8982f63d06f1fef5676184ae78b63a4d8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1761 zcmb`HTXPdP6vzKsC*H(aNaAuYO}RM1v4O>0TO86jCSkS&12qW`JSl78C|+wlyV?wV zD`47kdFb@HABy3~u}!#oIxssUX(gSXj?VcX{rC3GKLBpv7Q-zr-BuVjUEUN*$F3hn z!fnKXE1qbfVi_v8;#JIAEo_MRw$3T)*E_pO~lw;?TtzcYyI;(U0C<%UG8!sgNBF(gmoo#d9lne_3Cs9_9;KFozw zT11KmuBUV)Nl|`m;|Rk+e@pnSTBvJD5ZvPtZwuPUa3=p55xviN-9Va@9tX$pV+KcY zoMG-WHuIli92~&R1Z@1waBBDsDM7=;Y2%cE9?VdVatsqa4H~K1m}408YV`+|T6KkC zUq9Jh9XrTlejH~|V6ZwR3gxHnGTiUme8=jU?lbQQ&8dnxCEjZ9r07AgOv6kA2G%lz z6fHiHX7r3py`t0!?ssD^{`X2fmF3hRMB8*7=rZ7_ZBw;yQ^) z-6K_c!A!(Mp9dQ}l6*4|4@^UrYf_0?(%uwNZ^rSI5>YkaaV)6bCRdangfVH5;AZ0LZ!YaBo?~?H8`OiU_}5-8&1hAI2c9RTYVY5rK8^B(yKcv5) zpKMQyo_bE@b5DO$PoGIPAwnox+YdW4JC|qP_nG&7X8!o=x8DKW!c&0}!_=1@C#xG- zX?w1ocJflsxRx&0J!!k9W9x(QK{YnvWTbn~i`uMbS2Bhtr}9p2#f$bvdjk*xeB(fNyMkP0$B<*wpn{<`>F+6TJ!_j@-#}kt$yhaX%doThWNJyK zRi8lj+jtW|y})UI#V#HN&?wN@Z*tQCfuZ)Y6}6}L?&U^b$DF{cy-?_Ena7plaTO1@ zbaHnJrj?QT%0^{6b~?U|zB1xF#SBSS9yCN#PUf*dWG^~G*pE;XG&BoD+vDZwyBspH zL)eFdK{OyNQ1308uE5<28SiGg!2W2O!EZ?wP*uk7W{p6zX|FoV($4{b^X)ssu48AH zK&*zRucg(nOck=@(leNo1_M_t2pp_V+SszkUW=c}k2DCHEOPwPMFEH@0f?0tiO~ZY zqX5Jz0uZal+C=~aI(9}46F+ZKL(;AuuQcy@0em2EG%LNK$?3`2nfS!WqvULIYGh(~ zWLV&Edkq#sh~mQ_&fz=*#xhb;ITH_|9UUqnI_a>#{j_uomZvu97C7K7=AE@kd(<$k zLS70SsYN;iB?di+9$XNpOGH_=>^z7NF5;5f?6Sc1S_$wb(iFf|24St$Z!Nh>bgv7X z+e-laM7SBm4KO(VS)+(~OCVIJlJ^j9gNv`>BL=-svJ#2_?g;FQPb6msCx%8C-{mkZ zsz?aK7-_-~Mg`7n$!pxQWY(~f9&eA4^|V}3=@Y=1fSxuiE8;nkwmeTTC)*+^xxi42 zw3YIvEwW~Mi;+rx?Ze00jx(u(E$h3R2qKPg9%NJ{esrzsdJwo-Qw84S{77IRstmN4 zQH|-mq#pt^HKMA_M#W%PuNKk1j=d%bEWABze3LgJ%7I^aiZMfrYP{V)_rjb;HeICM5w5rx4 z0d1vM6&I-vwa#sa8#RGH#k_*c2;46-v&-vX>v{C1*Sf%=GG^6fq2*TV_!iVuAyfe> z>#}Op(VcZuwVtt+p?4=Yp9X{cw6GS`j%ne|rzf-vqEow|jRn;d`o6#4upRqx&MCNj z;}C1;KM=bB3Ia_@Giw`OQO4_s_y$!f?NBx5jJ#>2EIFeJ>JY^xy*zHL`2PnJe27jI zaw(bjdqQ#BmiZyeaQTkp%`sx9EytyHkd{S<+y|3RA)l6`rouZuUEtF(C+AGpoATGql6m7Ar*jJr7(X$eR18`3$#7x`~_V<78m1c zsVbI-yI!D|V^=nDZM^#>Zan1Af#>Mo#J~myf5zQsFA;y(a_>1NUU5YozGhhu?bKO( z!&Xaik4yCRGH&ut7@)6Zi`!|-B&KK`Fy`AH!D-y*9LAnX8sGakQR+FX^(C~T0d#+E zqK8ym>Dk05&p1>~L~DhJRy-_%ap`MB%n+Wbx~D&AMcX;qwYc?J;| oXOZP*i}R?9!;E7oj%8SJD0yv3( z3rriPzT!9)-Ka?0bM=x_mwMT?bh++H+ch0qpUO_DZ+WLI-3wmI=DJub8=kyacd9in zH5!8u_&T@Zc$R4^4o<@}ZRzUEt5w~!Jz2L6OD{CsnzYL~qgpH*6D?{*a=l@fJW6u) zv%zkBG8d+ouOkJJ<+|6>Yr6S*+HmE>!a|$z7Bv)wX*UcdV{(KvrzUdC#;T!PhF#I; zip#R(@l0U&yOV;3`G=oILjG;Py6MPCm--0IOsDL--KvcMOQ;xakXc3#bo zkRQ)xuueBjt1RnnL5tK(xnrl{4?3;Q@q45RF zaz_(7OuN=lbXERKJ`Q9Q4rH1E&d@TMAr55PIFQ*YBNPV&j_k}M)_>h3kd$0K+umOA zV(1q*P?6sB-2B|)LN-71c44t_aVCFe=8V8IgCV|2U=T;*7(klpTSie@R6U!(Fh*3C zWax%K{JeAO9Tl3`g%&q)r{nQB!zkSxmUteE6L zv+M_wYo@o9Y&)b2^V{;SpsJ!0fYw4Bm#`=hPbt*$JFLLVkDm}*TcAKJrIfN*+`XH& zG`n03Z!qbaItsiy_+%n>R!0bCZS5anJ{NGGQ2b*z`H)C&ChG&3x`|9NyiNGAr7TZd zhU?Bt^SW8`CkIyVpz1LOigEl3r8vQW1=1a0j_RZ_5R1FA`NG0fetL#Ypye08%_gt} za}O$5PT&B3r0x^JwA!e8jHw6V`g{mDh4_1WV8c9|z?*nWNvR85YH6}dv)!Dx9(QCA z*w^B@r5S0}Rn=}Z_25t_R@5d!+t&Rybc?$(?H%5@8INmST3kD*#W!yDZrprMJ0}iz zc5yEbinMlA8|&149OVz4Tf!4mb;~ikIGe%RP4jKy)XaTGDirc0vHs6^Phd~M ztk{O@~o-&_02apMpxx!(={nz%C;Q>BN5SM)6_V15qS`0 zxY>_^UQIPju2AicYp7m=`Np}w4#lHXWUEl*g zlg)3~kEi)Ys(_c;J%eY-qscXneX6o}i#)~C)Tx8iYxgj8BAWgb`X~PFvj0@PL0aI- z&^`Q&pO0_g#4Oj7`QgtnC2$|pSNYl_?qX&GzesN&n;yB1=|u)XIjH|0%J-r9#*W;DJQ3}SG7QK2qQkdwvM>5ytlUBM7Ac$INc&;#Z-=8F zHg!<$?1w`sn!l?tFp(fIzwDi&+;>Q$f_x|`PO#e?>yg6nMx|q$FZfk{)0;tf5Q8L4iWs5CmNo^zql@QcaWa$b9wMQgOJ6K z@e_YNgcrEFjMz{8^)Oy^8HtpOm(ZZYR<9wF#ab5YSscQREPjpOWbrP3>r?*@zrTj4 Oi<>U~;No=`hyM?HEndw4 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentNodesKt.class deleted file mode 100644 index 1d4694a15a76e4bf66f35b8367de9c290b0aff90..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 27922 zcmeHP34B~tx&OY&WM(o=(_zvr>E4DeY1&LCOPi&k>6*|i(6q%Aq)d~WblPMR=O!(n z4{?9)BBJ2>)F&=)QBfdRl~Pa?MZ|r z`~Kg0zH{!q=ef^)k%+eN2bdzUc;&I-;epE7fR-55D|?5NT4kR;SgBn;swMRJaH6uM ztwlWR9PZQfJ)?eNrqI#Y@mS?xEHO~ob@-^(i(m7YW+zZ($8hKH=#hA0fax`B+q3n4 zcq~5HrzOq4yT=X>Bx55-wi!Qfi|JZpyFEttXc8SZuA6LkVyZi|L2V#5sx>lwv}s?1 zqc>y5jm^`UT~m2^^GwaKY2Us^{MU?`)=!o~1=J3Gup^c{rX|tV*96%0<^UBiEj>0o zIv7t>9z8x(8BdIA$wX|hvMnKC)Z@LnpJp-5>pi0N9s{#F#|8&4h$Uk~8Y(iaS(}NK z;}??`2MTF66$Pn~<}l4oXjo1`QSW{IraT_XTJL)BL0WPV4I$(UNlR24C@D zZJRs#tEf!CdM;C!g+o&7AA~km?%8+62sB8cjgn1b5nTJPAXCi_}$B9M(% zrm!^=hv6zN6Z1(GJ|=GhDuNc7?0_<*3TmI$9~&DSWx9SkM#ja!IAuZEv8h_cr7lDs z8jIFga}Noc_K)P#z(b-LciRsKZi$a~{SvO5n^}GVW03Bw!&=fBxyt!75GL}jeE~fwp zo#|uhaL3e@Z>A39_Bj1P(g;h@vTP#moCU;t@*H4Vom;3)JzzTRPL{wcZB^kG)8=5B z6Ma{ZX3P^6(jmG`DD%)+2m;-N$tGvY8v5vTV4s?X%2rbg;Bv5e0vj&f;?mq8`spRe z&kSgzw&i20SnEDj8+*HUVf#rUQ4G9kwQ zZco1hGKA!krs8U*56$rOEwi93*5Ke!C7eEn9c-MMbitDRZ90?8BI+|gQ9EtrZmk=w zA)QV;RnATRn5#Hx*xRP6A7*dnDhhh?W~5-DCuWZ>T$-E?y){U0p|>HdPwOddmEoti z=g5oNNeFYMCf$B|2h-vd{WPmsqC02E5N51!#WO4+7U!Z1`W{d84vzI{+sBeg>}Fh` zGFs-!By9j&#c!UD__?Tfu2~+OLG^zFy-}$DdsSuxYN%`+7NTRlqhm=80r%I=GI6>& zR;4}aj@W1n?mA6$oTg%mPLW%lzpP){?6c7+(sIpbfmk=Et8xNJmLT(-VUFBpXy#Rn zSvE^^Q(#pL&Bdl)}`7Bh?|j>nSmSOU@NW-D!*GQ}+UBfCq? z_ZGS}NH^1X+6Iu3f0}^sEd8U`{q#AJpE}93#L57>8z#r*gnI?sM&!Uzni?j5Qp3)t zhG1@aY9QBbnx{V7-v88=$8-^&-eP^CdFC{UGv*kOP)u>G8ETo5T3(QWmlhj>Jz)C5 zKMAHCTEE!+g$7!C4(@vr(W&MQ__i0E8<{-O*l#k-#pU88hq))-k0njzF8p!v8_kVo z6K4zOF8V}$u9r@(xpBQCg<+ntm>LsYrkR^8H3O#N(PS*4_YWtBpxcmDVF3bkH`Dp1 z*-ck!I}Dx3ZyBO5+}2l_j@$A-fnradd6q;wSm$Jf+C=|aknW+cBjC-&X+M1fs;*pz z&=6~*!94GP4F?U8aIe-jG&1O?ZwBZtrr&2#c$?aE{LZRTJOk`(hcLkmJF#4_4hIG3 z+e{59M=X?&%Q$`HkZ#Bpj9_D%alGWaLAsy5hd4XkQ6G?wxL5Pj58#;FIuEq$ZENY= z$5fi(LCvagl0Tv!7tjys0R$;x56E#c=Q8J3kkYWsS!M4VOYrn5igO~?2pIgQ^fTe1 ze=c%gYMV?{>FO_}UmBZBzrrJ38{I#GgDTsG#}a*Tt62gKyJOdJr8qxGzYzmI#8i_R ztw>ggV=-cz#%<~{rg%hj@TiC>tWz5)F@x!{ignZ7+hTFod8qj8KQCS3Q2iNIh^K`@{LN0#s$jeW3;6iRAkLaiE6UCy zZZjr3(nI3Z*D2>U(?CKzhEspcLWYV`r{rfGN>0rqrZu)t zCZs(ujdUSBCl4_&1~GR5#JWC-BPy++dN_$~qMuL4DC9~JrbjY%tg6N~r-J1WViKhG z2d=Oa&B_`&Giy^#!n5c3UlYARhxQOX0TZmj3X9X!! zLS=GWV;lkuy1yHrsTC%6Qy7y{STpjcm>F*q}=67YS|ClE<-cH6-=T%-N@n zZR#x3Q#O|AcujA)lHS|&6>`S>$)p4_yV)qa=*aM(rk?w`6lb#AI=lC^bZ*~?r0=wN zn$mS+Aur}71-yut;;i??i}LI<_VaR_b4!W&(*z5=J3$;>)e z69=XF>8?}Ew@mCu+s54~iCW@#JUN^g!nRiBUaeP)AJ_Us6Qq$5NyxPRHgg1LyVTuB zm-L4NE@7q44f1N?X4jgXO*CCU;|&7W7b9{{+0W(Tkg&C!bIgND<|G}zm}+0hs|;7Y zQ60y}B2XNOwUJMu;4P3#=#vnI|!!M5Q6}PHLJ&oXnu)#rX(BO-)apG3h=5M_`Z^A9=V5D2+mPDVB z4#O^i+j;-bxjnI-ij`2$lr(i>dlYc!jOH6E|eq=x~-P8k)*MoB7)f=AUmb zsN~xSY9VWzU@*P#EHHgKYuf2*sgWgd>1A@D5uEDK62I}aI z`wW{kVP!Mqnhp$ELdyxJiFK+$5Z)y=XE8;1?5=-}@2FI|nc*C?`uULP!Js$5F>LEt z>*fp!Qi3O!r$v3ksc*c=Xey(ksftXuO-I6}qG&U?P+gtjjBFEz*%`zK1`f=8Bj1US~T|0gigUErzZ?enfRy9u`&z?!Z@0_b_6Y!MQ zhE82wS`_w%J*^(&Z-iI+0;jGHc@}bcFpMt5|B<|CFyIM!OT7y@lHYpzb%E0EknfBe zMoR*LkiWE8j1(!5e}j?0=@0olfmx!{JI5K*sR$JsJxB6omD!Q(Gx3+!go-9xJL(I~ zDfL7`t^U%cGiX(WRyGpnpmkj+Jn1n5z^xdg&PBUzp?Rv^d`a1Y?378o7fQTKqN0yd z)yJXGqS8{?IzJo=7lni2fVgY*M3zJrPl9>T!qC!Ev&k|*vK$?+z;z|AC6cvQgjSW# zRYTa_m!Wg7l#Fb0A?JLqob&4F#?YG5@&KFji{wYj(&k$hSr_(&g+!G{*0%bE7=+fB zHfIhl+D?F!8Wk8vLlxgVL~0@%ta5EGa^<`?%NhDhw}$Go^pO)XyN}Y% zp$10}7}=Ud&K>}IJk)3~sFvTeEMTPyd>`Fi!#-^Mj#@Mk(S8qbe`&9;S|EA^Dqy* zh_}R7TK%c$Ty%ATJPW?f`1TAcEj3&2G{1pkb|KC}pn|>Jm?*|)$GcMQb+D0eV@l5VDBX!J z6M>hJ(ac7^GxBmtYBE*1qULOt7Mx=0Wv*@P_)*6CSP)H6%>sOu!LSWL0=u<^&K$ZU zP3q*T+x+~Dmvnqar^vgT48jL)%#bt(ihh0*K20L<#6{$YAsEh7?#5#{32dEJPB{tI zJv@eYuy<&O#|A7(2T1wYdKuH$^SF;PV!c(Yt+k4EcC$LW*(ST$CcD{YyIH;6tlnx?8?lgcK}fkQ=Iur?x!HPtBAZIZ=$6gO`c#oAgFtD>@UU6m-;)`{QiM8m4h zHKM#pw2W2(Wt2tJXpOADS+tEBUDk`X(fV3Zr(U$Jj)?w&hbUKzwg5zwYegL(BFdXZ zKY#?~nuwShFhRK-c`ZmgY`!pq`0i8Z*wA4uxler7L0GNf-q@f#Qipr>V?lR(AQ2Pq zz2K<8-Z6Y6YDhZ}*W;+sVt+ycna}RgSnsip*obPkNY!n_CQD}Rvh=6cnYWZq3)>P2 zEh&$)iDT$NL-TgU#cb!gsUcP2WQbR+Zm29&Liyyw2iD$!yW1&%GSPYE;ovxh^0t(B zj?>(eG{1*$rP5QhxWSuOmw%F$_N+fi%X>n;@XB#o&E~bldn>KGl`1}kEiBcC8TXBN)=bO!ov7c8;g`?~+CUpItx_tZN{UdP zELBkylMc`(s>V}~m?qWWsrYvu)lwb49rrGjJ>=)>arMDX2Z%xiXt5d31c47I0(UR= zUUdWIbNloO&Ep%;aUO9%Qe1}*ml3{0<)dX7Ybk|5{kfoU9jGq{wHrZw9jI>x^;>bj z9nW?-s6W@Dex*gdC>hj;9MtcodPV(igL<&Cff^Mn@5ktV%w)GgVMVxEFtoY6!7Dks zwWmT1E?AnMSLe&l(tJ0T7J(J#@<|Z&c@Xsl5cNe6bvuYU1){zHqE3RS2FcP^Ov5C~ zM^v=02`S?pl(<+?gQVmB|~x zolhh@Y_5yIYGq28TF*v+;oL&?@h(8=MRNQW^t%n%v;Zx9WI~~J62AyL*Jvt7FO;La^CW3fEskVZIvX{28&^m#!sqtx zrd9kED&w!>+jjRrAif4+_&U|#eiNQG&}Ej5TSkkNjav*GVc0lPGPE2Mqqu^t(PDce z9j2p}8pLt}SPXk4&@=!v$}oh-Xi(|OW}qYFWsapQ>np}7krl^o;I$v9bxRzF6^{GR zi{SG76dc!A+(O5#&V(Bfye-7nJ%ov0ZnUrnoNp009|WGT2ppLjftTkb@XD+N9>FA! zg1{pn5HGhY0&iA=QmfPoBJ%Q{#n7u)p0SAd=t^vJ-wRjx4O+_g!4-a!*6{sQ!QX;b z-3QxoFWlLyEDN@->adkpIdN0h>x1o36ftmU)^zM6bNZ$vTKR}}P zyHt&5b@WjQsBl7y6res@r~viKl3{c)DSD>@bdv?>CVCfL4~rw7-T-LxloNVWPH5+O z4UNNJm@oBL0Q_!xj{^8o7%^diR?YJ&XEo0&A?A*GUcbN^zIuJdl5u*U4R$`|6$Feh zW2waPI{dw!3g|i@eFKGYEx{Oz=sJV~@23wKp#bvOg{VWMnOgcGSi2H$_&-HNP?ulc z;FBT2jXf1hO1xmj#|10=d3Av_r}1Am(Wk?o!5=f;yM=BWr_URIOZ;x`WIm097e9mz z{1MgikExy?fMfg#UBW-5OK~5=vp&2UBn-nPm}CShAl!*?s+*);^vROoksofhix6x` zLDT4qid&k+EsZ{i5LR$Yqf;uN(CEW}$gBAFA5Ol3A$QPegCV>^fs~k+pB6owZM3Y| zqQDVAej4O{27r7TVdOYq`yoEL_#;5~V|?N80on}+H9$Ck`=fX^b;e?@puq0jg9RBV6{-J7Y; zGV-_&@^g~z@9~E{;ctb%A6|JA{UmRke$f*~aQf?UdU%{3Q&Q!s`GxdttR{Yj zz~tvxP5c7E$uFsre+7y9HGJ$Zs29)r=_i)vuRu^Kq{;`qZcn*U{|1Z4y+C2pE8Ju!ss33^g#f4kED(oF4#(r*~2r);H%g)K02 z-mtLu0{8nM8TUfxzX_ecSMud)#g_vhQh4Nr%EGR%I7!clK=99}=r2~krcd_KBN8OT zCoi;MSZKkp(11ay&mVIVpAmEzvD*{$*W6x(J3#a}{XK=|6tD6isCo!S;X!znhe7v) zpczN!70sUo8X}fyRy22X1Z>DymN@tih=U)5gZT~O;D_K~ z9)`F*g2?_+1al7|mVXdY_+KP?MjX6aikOIl*I9A!I;nMnAI+SvM6B7sRw4S2oQS5! z!R*T!2XnxN5Z>L88Y2#V0%$!61fK|%Z~+I^BJolDB0Pgy23HjG>=d8Cb9y#Z%!5zh zaE4DXoq&0DcK{)t1@(LkPWiV`(ci%-KaK_e@3BIBf_CD*70>qYLdyY^tCdlJ)~J<{ zPnHbp6{03CRt}(@=PE?oEop7X(fN5&Y1?@|%)UUrofp7yD+j={oOp){Fmj1<06P^H zCoBgrFJE}%;7z>j6tC!*moMEich1WX1@ODiTjx~{b*5l5Jb{nA1+xP|=?prl81X|s zG8%q-c|D&(9DrEnBY-S`Nakam5yY}AACS(X{eZFuFdqc0mjdQ~z?=ZgBe>V`?6?Ew z{T9r7Eto~gfVt5D^9f$5U_N2Ne8PhHgaz{n17?J{I4G+W^AmtnC}xeVn5%_iu1QzS zVqOPzEM_d_vMft^4d{Ln>i7q!<5QshX;}V0B6$82)>%&>#&{Bq@N_*@F$TEaNGs_^=_!mHZGt6JbylZlr= zD#t3GYXH|Xfa}kI>si3{7r^ybh|1pp*|X5ZXRtJFcEDvUM}_q=mZM@7Z>%+h4pnol zf~z_OuBtPGt1dTOo3p|Nh&T$kB7h4gK^0uW3yK)JOTpE7lAFZhjJF75m6EA6jJ_de zhSfKJ5kRU~1F=YE_R`0DFzDa0Y}3f6 zGP0NRL9MZ}7bT%tB5%>f%?e6KLWj?@mu=jT6V%LQ8*iOx*@iqWmTkPv#y4%*hGU#Q zZUw-*sEFHOWp;sPoVtYB6v?G;D4;uSpm#~2cTXB+^Rt3gNAy1Y}oI62J1al`O-ehiAlu~fsk)hu%*tSg) z+dbK_Jp^no1Ga~NZ4B5R0=78osD$_q6};@RbzUUyI3sbFDX^1_WcVst;3=R*o**su z%%bI8!I%XPsp__wa=Z*gYw>pd+W)W|+>s zxoyEd8_(28hOY#iF9V!cB9ht92UH~UnA~U}y2yaBA}lg`$a|JI*Um^t7 zmsjVvmbM{ZF<&Y+F^c&zxwI|j!{S!i1fQEtn1kSLjb{$6_k^gza}Gs3VXF5OQ>SMx zU4Z*;JUhUjk&y0%O>LDN5RE z0C@EPXbZq=23Xqw-X4H=8NfS?dkxQyIKZp7z^k*s6D0$@6%O#?d_;j4x4?^A;Kf;j z2eo@Ipu7pjVm__}Wo(kyg)n;J-$L$@*AiZ>?m-9smEfy{;@?7i;Zt6jjVr#FBJc60 zxpBQwUQ3XKFz&mID^5+zd%W%&EYX8^v`3rITTpZH{3Y{W4)#^N^Q-e-hbUv>0331Dp>vX=(SLk#|r^7lO z)#-#zFV*SQvho{rzEWr0zDuX;b-F>P_v`#Jo&Qaz59)NgPN!tG59@T7&R6O5JDnca z>2950uJhIM(U)|3P7YL{bD_@jbe^yC0-aas{0g04sdGfs?WWN6W|3RySvDCIYTy8J49QNSIZVE8*= z71zU#v}7K(J%7uKl+F0pb`Y3osV@03iKw4{nD9>!NLTljQQThpyHZ$2|K7dtMP4BJ z6ZwZ($<A~YT;R-Y-S$JHv?cw$kab&Zg-O(w8_I^C89Ln>35aW~qa0xw=R1Zx zN1!m2<3l+yltoMeXJLzy@~rLn)Sl%?nc;f@7b(A_wnAy)o~&GciuuZwpK<92P6fW= zI5*hB2Uy^YMyV^2YKy4w(+2enW-*1!xI$~|@(vGZgUni&OO?uxxH<2d6n`W-vVm`RVq1ba-8O8w{RCOW>N>hTezR@ zvgYuBS_Y@_kkY4CB3!2o7tZXkHwn+w4stH04#o&q*6#bh@3qqZzGY^T3?S9^`}%$5`!es``_4W0 zoO93l&$*AMUOVs*fVn~ySg0kU-RX2^RO{4JrV;H(XY^>?NJjOGOg&{J(y8d;gkh#L zTNk8zdNaBqr`pYoX6l_=BMZ9vQr&u7fe@JUMkFcl3KY*tq!Q*l0pGM(^%?>1wCXiM z6hTqpgI^%fA-8K!T&xR-SP&{o0`MTn1!h;m5LnduMs#qkX%Yx_>ZWCzy%`mW3HUo4 z4+va3t>8|U52J?dq-b-jS^BiKb=lfX!qnUC>8ACqTeN;H+Gi$`(N?;)skJ+8CKD;? z`ZQ-#x)EKFPLb%-Ogg)%+Fp>-83QiCxq7Hg8h_DQ;N{shzW1(3L*mIWNLEX)@eokNf2Oh(%(AwATHdb&B(Tfm7 z)J|s@07I;^_T@ai6~mGe%*9gILQ4bpy@F-by-PFNSQ;#FULVAAtSCVnRuY0!oDQNL zQ{}{J#zjsQTSp@LEcXzs!!B5Da;VvCdr*4qt%T%`q^@P0S|l*Ha7MnKAhNP-JvOLV zhw}uc3FfJP$LAi4qj`Rf%_U+JA*04=w#pnIYpHlr zH;B*a?!Mlpy!>UUPoz5YXND|Xy|q{W_g>mt9(`^8F*w^U(2~h^hBBiyfh{V!&`sAR z36?fPp<}3aYtxqgp6KSjl#`i@9IBqOQb<=2>3bPx7beWE91<|joTNU|;-dpl28IL; zCQQJ{!PZH+=pBh#5-a<0p~S6=m}jk#x*#sL!TufAxITz?+T(XwUtMm){5*a<7 zJJ0jqh=oHDZDc1WPwpf5sI=%~Og<-YWJjdnIzn))t$lTK+kzH>QrBBnyA;Ir*dD+q zaD%|fxzvuaa&&6RcD6`*%S9b}udFBvJ}D6GU>a1J>8h!+Md;C|R&CNZvvaSSYG=XJ zDjCI9*`x5|=3#Z&$!oje_>_v9@M!@xne1`eRDs59VLk3pAo$Cxf}ZKum+3tOBTn>K zMD8F$!@-dba|)v!i=l{Y>LZ(znz>BtjU@V6-SU7b8v`_K2>9T^ zP298ROloU}PM3Gc2!m#WGhOmerlYBXNDRW;MLG7S7V+-Xa#ui^cn}Xs?H^@gn`t|rhWF4;mT`K4eN&!hg@L?P&K1>ud{H2h^So2y>_xl+ zc4+1zx0pXEa6*sPt=rQQ+ejIv#yh*f_5b<8?pU&+kUvLQkXNLi#xp9O!m}*W&q)Y! zn_H`Sc7z7;G+wCSHS0@sB^ykd7H5-Fo|DT8rFZHX1z)y54)F5-627Y9EBG2K2SHv- z(hUVK9_x9jOPgIf`(97N^y8ZXZbHb4&Wn*$W@@~~dV2c3>^wa3N5~)gL3DHe zqJ$i=c6;K?zSjn~%~L&<9_w##o9YSqRgb@jPmd~xd}Ga)*pDik*J6XebV;e3tMTIP7#cO+U*W6p z)P?HG79YCqY_9Nx%9jK}6>|OJN3ZZM866r;nxg%FD&w*$=}OXJ&Wly$S%v&mcD&DD98wP5RXkpLp+R8Y8$up>o6fDu%5Yk*o?#z5 z2)=g3n?bZ?94b!k^6*{cD7-SldvPzbl9$0hG0Kk4tl%$&&7U21)SQfu0)TxyY8TUB3m ztaYx5`5nUXf;2a3sM?sT#nMo{b{Gq zoZQgZP&Z4hpEMjl9L&zyXSqwQ`7atN^*fUq+DbXp?CG=AnihVA_1TD5*2=Gc zZGAnP^vr7cQ9*wBNwd{kqh%6u>`a!jBkbsAQ{;>T?TJoyIo8LQ39I_p1@!2#RDZ%q za7}aW8ykzw@V8lH8^RWhrBZrkK~gjLEt7449b=0UQll}20*;?o9LZ}6>>8S%PMZe5 z8TZ<^O@lWZ4?pS3Y^;!9aY?D9*$(jcHIC--y+_X0>_wnv!T?I|nu7xfC+b^>>w)F)r5U}ak9-dxv^{?svFC#758v^ zaSDIrKdIC>{_PKwBU-x$v-Y5A5ObxT`>=piW3hL(5-x7^A4JQ#y;wAe#f<^)Y&GoP zk5+c*CE=3&SS7F>_e$zqP6flkL9A^o_0AquyAN-xm14uC2XFzf2Yq|6wWc;q?P~{c zNjNlP0GDzU7{FzGlnmhVaA@KHt_p{IG-eO3T^BCjf%)O`UDSj7Qm8cJs=4y_@5A#^d6?hcX3k7Qx?B{FupTb)$Lt_dmj=-Vd zAbI#J+0GonMu^8^ifyC7A*@{^SaVzENo*RymM4*NT~Vam4h znQKQo)Ji_>9M^C&Zo}>T52u;Tb(@lWHYNEiit=v89k>!6F$#4KCHd?*$!Ad(-wxc# zP^;xzo05DswGt;dR6ByWi+n}6kZ?jUix9$r#F;2=EfChW!FE)MKPHZ%vEMP#v|Ija^m2?g*7!^MW_ zDHJ5tET8Bjs`@1e&Z!{=J!XrP8h9ZjxId0BINML-NWM@d_W`^JI@jIbR$8_9&)=0R zUdmcL#gSm`w+~;J^&#JAzoWmv%lL+~>v??2);v;Ey8}hOowbj^a|4RJJ8K8wSteDP z&c9pajL)h!mOvF=#s8`WVwO{F|3tF>iQpAX;@;8+iZqMohVkI{VbapqbGWVawZFFF zTl?^X8fj{-lojJpo>)JA$as_gc;O+%I|yS%%9H2i!yg%u#7zFH#Gmn3{H-`3iaGM& z?*u9Qzia$o=oS3sDL>!x07zCd97og||YybcN diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages$compress$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromLastNMessages$compress$1.class deleted file mode 100644 index 3f356f66c207271bbc16ed37fb0ecdf5a4376637..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2275 zcmcgt-&0#f6#g~=0wHYywf2V=DzQS^=0g2ZH9*C*w9$kz#=#MumawJ^_wHrxZZhqY zefF=>8LKlsI6nL4KjirB4b*68d604D?(W$=XV2OF?m6H7{^u{h0$9d|z}Hd-`*GY3 zWLp_$gI1iVVAqC$dhC?3IyS)rZC#u^sm9SkqO4zPxXkf0(P!`x_`5B47&Y)tTMkT@W=lhb?N3QU$ZZ1D=X=pM%*K9 zeU5FMa;QoHZ{o@rGME;aojV!d0xscd9z%FbV91|JVEdHM)PH?}@pKw0Uy%YcC!J8> zj5ghPUo|`SK$%^EYjcBzJ3qK2P^`yEJJ?fhCz0CNKpGRflnHFG-U&mw6Dn5h?90qz z=PhY9!our>u7DdD@$lXh7^Vjmvgm3B1X%E^i`l1XHD4KIjsCpO;k~p@Pm>vQ_(0&> z<7*{lg247@C0MPkdM>Wl8($^bsYAA@Z1pfCi-tj+lzeh=4uW35>-aE_+xSQzSL{J1 zFnRQo`*<=Fbv^TCd`BJ^`(7Y7XC9}F$kJH)FI1wN~Ui~|Jm|FkVZpcJNijU4e%nCJQR8kG4CH4a6 z?wM8?TW$P<@hE04=bLdSX{j~s!(Tjfx;YRK3(Tz{0yM%loc2KOa2&-LFae*K94CDJ z(+WN%*=N`;;WEejl$JSqpvOzspJAqS<7dqNz^T9k_A@;dig=qd8l|p8DqX`n+*+fY z!5f&w9Oh~5UEb$`e2{7HvRo?th+9+dK7EE;lx9R$lzzkeKjGu=Y0?XGzGwbC%rq)I zxxi<%@MDSN=WID<1+G&VLY@5-x824)tl?tn0Jwlgs%5reol*t`JmlD-lqWpnmJ4UL zS)VwIbKA()Fwy%k$(hBlMb2UrQ|as#i&rgP!+FajzF-+vI#=7609p>|F_gW%IIZN=#9}4;&d9T8a(C7!wO*LoEZfO-a`BA}^M99qrmc zniA5cv`N!P+J=Voku;r2+72IRCI%+Vv<{i+hkVYT(}Di(?pn675@?NP_TF>Po_p?j zpS$|}-Y5SAun&I`7|_ksq;2O@dfu>HCzZ2HMrzzCq>Kx$VL7I4rTR?AwM!R!?BZ0( za3m`0mUP$1UrZh@*~N_RxC8xsK@N@zA<(rFo+?5D)m^4#y88vf&FPkt0-@%XlQC35 zjUo(9Kv;azF+{N{0tGP=x)Y`&a6Ge;vzP1BNzQr09q>d*3uw8(3IZ=TS3JwJW6JRj zmFiA+OS@(={ijN%Yh-LtzSiEyONSr!;jb7$$9T4cdFPZP(^8s zLJSERX7y+YU1r({IF;@G|7Xp^EZgZv|JR}vVl%UYX*gYQ1?rYZMGQ^YB8C0BK+E!= zGA*}6tD89|l`exvT@^`z4Gi?2V}r*|45bHppUa-e9`7AE)O$!^U2_Fb#;^_Bqj(a{ z0yV)wgPvTHU8}$vccNsUKV}`)&BAoa5Ln;5TwJNx4zx$nhNlE}Kir)Q3DupGnc>LO zI%tZ5q0bmgYLUSH%8q)Z6lL9sVHds;#ZElU^v@(aV)&+S+i!X6oiTjdU+?95BuOd6 zNDN)rC+*MTwP8M-j(ZtJgWE%yLxTd=3gnv4vHzh`#PAHdqpXt$>6N90M+N=6r;^zp z#Yid+3v7{E+K%BXdCGJr28|b{&5|)b-xLJStVH3Z5-+cv(oua#O9hVztO{aL)*uxb zmhALEcBp%xr&nP0yz#sO6~h3IMbMAq0#A5{c;z)+C>VLYkY!OadN1URDH&!e=(bc& zFBFjz@o9eY0Nmwe%Z9$v}Wu{uFq5Zrm|-=3_TF_Y@DW*57PN$6j_`Sh!zUP zpfL#SEtg@>0YO846lbs;u8|GeD9srCMv)zxh@uB9I3oUFpJ>s*Ku9il#t-Y1zl|=;>F!}YCoh94*nTz^^-04=%d{utxH>P90&g!a z^#PZD!=13l`*dr(U^u)5*pt&!or^3J2)78cWaH4qDWd}U=py>yVzjtf1uS})xLMx6 zI%Al@`6#Awp{5!PuJtmw78DL-kW}BVW3PXS#+=X{sy5E(tX&{vEjRK;NyW>IQ}W=KP7iflx9dCs93frA9XzJSeETe7oaoyFK!%A@`#FG^{2s!Y=Ats5x zV9FJnj55yTxHorse^jYgyl3umREcX*MXTbhMCFoiJnSleYVv740*TkSF}{ZHw7XZd z`nk)yln!yQrmi}!G$j@`_7lXBBfiw!+5Z0>W>fOIqH%Ke&VuN2%8qwM`Zc~}Zmt1^V8~s|`&SEIT zU|I68e|+gjl4&?kO)^=+ehk%Qc)1^#E{++cA$ir6mpGe!<)mIRmhO7@sK&u**4?6!wq{JnT#h!MDftl3p}iqqKx9mbNUT)KkzMeyXtW zX6@-x&NysJi4p;elNH#<58Aft@cVDd&u53%BZVJj(vo%ZdyG(oFzYMFx4GKS_X_7| z>n%iD8)vclA6zN8#!=D$7w`_p4L%jtpoS~bd)#Pl#QFHVQk>hLrzH{Ravcq*JZsEKC;@Khmp5wdFTJA|VsHnfsJ9$Bk=SY zPWNfur6eBVJW)i1VRY@;pOa z75RUG=kPp3V>jO7InPs~F3K^6EsV-P@V$a{_#2l7t+tt<8t=LTI9TbR7z@m)xXNI4}UK}yVvMG4{&6j0=e zlGQdclBrm`Da>frWE6I_GSY0Hr3{Y{#41ux;f3J%=0M)4r2Ygy02a>og^mX2FFKWb zE|oRj7I5&+yNw^oyj-lb7VH;v?2m&}Pji;-EZN%j0jk2++dhTz4yr=e+vcG3OHp?4 zc~@e>ex6I=qX?9;Ub0xScv3Waf%AM^EGgX4P~ zWyJiM^Gl@u3FG3YqX?z(S{kpX8INyp#?RA?i(igHIQSLb97Usp8VA325Owey2UQNL z9mE~fI;it7!wyCqjC$~CZ~U!;wGQ$QCLFx#;EIR5dt%|%Ttu$gAAh*RA)U?$aC`1!r43?SlX`8NL+k5wR?rt*h zNq&q!Kxaf}{NVUif0VPndaOtLVIEn5Y@@U!Fw@wTJsE`3 zbb?#kyQ=M~>C`gYEpH&U1S*Xq0$f$w-A+?Exg(vV1M$7U>?=>Bm96YKT7_AH^CK1Q z6;QGKjX)s`qgEdQfyqckM5W0-p`*p5M@J<+)l4V2BoY{ViV3@Ifv=^mc(f~hv@0I% z3em1SL%Z_I{k?#;KyF1F?bZb1g~sr1vHB8J2XCsnxGC`0{~2-R(h!d~kfhbM^ej1d zUt6D3jUk4q7V$35jw6Fvf%%1_F)iXW-YZ}P=LAOljs)%waX*8{7MMu8q4LZVm^*5B z0>`xJ#e1sNwfoBK2%KLyOwh%{Ljt8noOFU+<+c;4jSZwRu}c|mgPYwjl-r>qGw1)y zEOy?KRyh)^8@eJcBIlvKBrr-3DkQn;MFd##qs!SxDQnLjt`38FoX1BgABR=_^7usH zhnMprWqV-zr6X9culritXf*F8+NpzzQr+s~$4VIn4VK)aiFg?BBHqTQ1zf>r0{K!O zE`jN%7d%i4Gf~f1w~TLCtHqvISbsAQ(yB)~th`Q5$>S=s=DFvAd0mTllrQdaTZWr5 z(f;=D_(ov7r8`EtZbJRcw_Uyrk*b@XwwlxH|7HzS>c!dHGLezuqw<_tv2Kh?YN52m zUEugN(+*>+jeijC$IRhEEAA$3wV{3ZQwL5r4+X>$b83X(-C$ggaCqDiapZ`RYewY(|^JigZ zQRU9b16p`lru>F~o*97)R7TKXJHusHa19$cl{x@UqM6Pz({Pho21VSWY*Q-`o(ao= zWB15QOyc-GWb2sff0$;^V$>pUF@~A6_lCur7H{E%WdfhH470)`uBPkO>iB|7@ns$B I_^OWD6Zo5s9RL6T diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$FromTimestamp.class deleted file mode 100644 index cb91af6576c7f63a4ec9c7681ad0214b56519601..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5468 zcmb_g`*##~75{wqHIro_o8^@av`Hl;FJJ-|TM1A?2xVatkOUA=aIzVaA+s~-&Llw9 zf?DxatF0DG)wZ?@t)gO2d7N^Nrt};=r$6`4@f1JbnaO4Y8$f___WQWG-}}Aadq4Lv zeD=l1{{*lJe;3%Po7$M;jA;6ZVSBDta7u{^;}(lcz=bZl*h>3UA-RF6{}FBz^R z4R|HpGe%A|Z!bB;L9=MMo?aYRAOto(j64NVfy74BHoeUPkG1B<9M3ZCliDz^^LUSz zvw4;6b+zpmSdn*1BieDp8!G9h?P|JhJD%=QKUeE_y#5Kx>Jq4t=Y0KCr~;1%BDLd_ zMa{H5qh#wArFtbwFbl4Nq`>0Bs8JXTMeNZ_deI=GKuc@>xIU?CmTr$|yN8Y&1+S}u zLaUhe2vtiVh51R$!vcY5tK7$tP9lanfrh!?l!A(dHHcu5K+GF8U4eZ5Vaz$(J+wt? z#PG`Q5?J2aHn%ncY9aKv!0Fbiiujn(+yE3>cdlDvD4*{;P%=GZARu=g3QRQNnU&r`8DGN@VKWDAub=I^#ya+=6fl* zarN{o_7SY)uc~zO-4IH6>O+=6x9od#PHvv|S@T*2j|;?khhYhbTnbHiq6UrlQuGXi zU%;tu(FcqDd)dp6ia4H3Qh}9>aVC-p%M-}l>FX3)(Iypb7ibHkwE`*(+Avlt!giOZ zV3oiU;=5<}-rf5KbN#(X2lfr@>FwXvyG>vbk$y+$rmzND606ZEP#a#f*VjvmTPLu< z8!b5}cH7%^)0!w5Obk^LfDG@aus(?|<0}H|@9oN&FzGJ%$x7b#3^Rje=#xf>KzCMV z6*y4cS@#uybH}*UeFM6Z_$oFsRppyIQ`j6B|5<;(HihnBzm@w#&9sy_l)^UjN(XJH z#i#MM#}6bXQfDx~ZLfg+@CyGw2_l6Z$R(LOchYUXr_1?9L0;gQYJRyN>nZ3LctXC? zagE@S2TX5tukrkZSu%#F-6e43VIDkN<2zHPbkrVvO+Jveofm>trXB@@%+$I5fx+(n zo?e0Zv+`03`*ENK`|x#v#+d-fS(Y)PTLY|?M(@djF)nea;E;e;&@HRUbDCOYgcgmK zrXk}PTY{z*)1Gw3xIe+yH+{21=1l2?<4iG2@8z?e#`hQ)`&@d!C;iEp`%)EzmS=sq$lPt3xy<56l!M z0i}65Z%wxmbDUK$CXk*ncu>X^6ln?{OEwGTS}Im>#`%WPyLCEMt@VIeT6Q7{i6UAf zCGTz?Hje3jCjL)#{664CbLX7gor$>Z(LQk;&&wxHGA=wPfaC2IAOtCs?yNl9TJ9A$ zi8d842sF?5FbDuGILd~lpnKc(g6xbHd`DnuQ6Dn`vP=+M`JF18xHl@RMkuAv@J5~C z9lAYi87|udXKZ4;N-tSqt62vJPmLQ@*bi6mhn-Vp-3vwZFvJJgpmnA2B2FjqU7V>+ z;CljV?h3;hON7>w$A6GvFYyvBJ*vBW^Dv7fJKmf?eUPK>Y~2<7IEAzLQ4&AFPuU4D zk?Iz$RJFD;BdL1H=#@P8?7yd9%mVcaej)qsU$OymyiwV^*G)$|EwA%)LT4_C6epup zKOzSq2X;k*fg3q#${mYcWO%I*v8gj#lacy}|C>4!EY)~2l8z+9t(?;H{9U@Kf`N4Z zPiinN;H2I>tJY7QSr_RPTWd3kbfh8D8NK;#BBsXD@tv#ED)%+(66qx8d7M+6=dVkp z7c{7uSSHe$?yTK$^V}Amh@|Uw)}%A?{Eko0Mt3euFXWn{Rh6oRWI^&GUxb=o+z_i5 zolACndM?U?OG&NgT5z4^xXTA-YbpxQ*=K1Z> zKT#YqN`tZ!m))qt`nO*%nQ|Wzn{Ss@{vwNuXukL~dwU$|Jy#1`{`nvq|NwB{eVOK?^= z*KlTnC(oa_+r~MBT*2ahkQTuOj`Car=WvnhB>^wzrQGpUDF1z~ z6~={sK^^LmC8HFtkw$+a-u@95U*=*)CPJC1fFYDwsVOrrmhmMN6ltT*H9Y@$Hueb` z&!agTn?mCTC98ad6`AH2&m)sn4*KiiD_C(6wKvdsuss{QhL(VC zyd($ylL{{3Z&#KaPj^UFuVYhtN0!oQi!E7Y^%eAFmE~9PTvmxu{8j8am{l*}$*g)= z%6o2;9DAnF*Dn`arm#Ej3(F=*+YqO$`112mViysMuD*(a4{`AF4IDn0`Q|lz>tDP( ziVrxx4YlnH<|Nv&@fKF1MnOcuZlR!0fki4Cuttu+Q%5-6q622L_>9v`(cm;`wlLoA&`JO1Uq9no0_6q%?}pB=rT{3fqBC6S zT(pVC8f~N= z$I(WpO5aAXybSusxR(H39OJbz0;I>~JPlW;4A&K;&4R1&Uo$sE>%c~WS`wmonzIb0 z+8~r}Aabzd8eEC`Kui!lwV^4{7=kh`fn-^iszZB7IVoReprM>Jwv9WW+~*5>Z9{FBTDv z71^exY_Ar)Mh6SunSQpBo{ixz95Xy3?ei{O*~mSJu0Zg6_$zm(dF)q2&aV$6n#1ck zoXZhyZ*a!>9Nxrl4@0>49e#fp%UvvW@sprIoitX(Cb+Gvi<2j{I66wC^;1ok2q)W5N)HcWEeHBiYhX}X&w~i; z)@fzD$GGd1kv8b`qCgoZ6C-p`iw)0qg=2?dbfojh60-Hu8eyT{5j_!TVcNmHy^d_T zYN}f2an~ErE}>FCCct&M*KIeX6Z^smc0k_}7GHZ9C2i%#*)mLCTd{5QY9m4PbW5A8e<2&3?f>yWEljPiivOb^gj4w*H zh<9;*8W}7SmRF7kw1~5KuYd`>Pnhr6^dVaJo4CinjAE%W#rnZ;Ir-bibT@q=T2e#ic zg6(kI_t<*9@i0+N4q8cdw+|n;NFCI<)gE7iqj(qbHa;uhDn2LVOMSEm^Uv>hs0n7G zo^NXzKX8+#L(g#I%{)%q9oNFff9WQ9TqhKVp9N0pTD&iPQ;%Ch?}$YCyMN#Z!gN!$ zjd0zB`E%cN`9+9iXnM*jR&W2EGn`QW)ZQ0~h$KHIFPRlXV`Ng(!ZPfHlQ&FD$5t8t z5FEsu!G&hrO@lt#lVjEwDsQm>- C?25|( diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$WholeHistory.class deleted file mode 100644 index 885dce2cdffbb505d229efb2ca38be435e19d4cb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3432 zcmb_e-*Xe!75?r@)=IL#vKxpONTM`Ku?^1Jq-hh&kT}K!1zC1212LqeYxzcAd$sHA zt_-A|mM3QN(CJ&JJayWKrqh|sq-hDAGLyRWt&_hg^t-!~z&~i*CYsT`=bk-#?m6c> zKla~W{rw97r}3dc*|N=b&uf@gL%LyL);(XED}iIm8=-Uq+jGtHb`X00&1tW>;mbg= zYN2n1vT?I`dDU}d`?(GwF!@c?=|~8qCT-Ua&j=)jhA-vNgH#qt=mN=b)eZzMRKCd- z+bk{#r0Z?31b#8Jr{*XwW)M4WPL-!roGO*s%f21TTFfq8sjOL>me~qz$E+}1rOLV& zI<~9A>5=Qoz?}A65-lra087L13y$SB%(>+?Sr2KrlmNipU(3BK_)v3 zs^x?N1H1Dfha)(u>^vqgygQw2H}n~AyB?V3E_or;@vOk%h770Y7UnK4ma8-G)h^cN zXR2ps&I&v=vw!5x64JrY0s~H1&ZLRc_#f$ zIV+nSaAY(i;t>$}ozYZd$XW3jx2VB5Qh6&-=tQdP%#MD~VDg1W13*A8c546G-NpU* ztk7{;Apa=f@wm{jM64$395S4i3QS!Al+BR(u|R*vpjjDOD^_T+xoXYL1RI{F7NHjQ zKCw>z4O^X9kJ`$(z)!bsjbyb!E&itySuL++w{As8wdH%GQ@+p^(9-|9tqpG7I;D+? zH#2GN!S7Saw3bi2eKMasqK);OO661Bb?#~InNzuZ_DFglIiQW@#(K{``1KonL(3m{ z@W<3aWdb|FnLSb6Z$qZ5^sLa;@r3zD4C9;`C1`AFxyL_dnBq_T?6GC=(mH$g(S;TP zZOXE{X$LmP+|;Ad$2^(#R;abF!r@W90b7j|+{a(7@rJ-@$;PFGcjqT^#xtefQD7G-4$0!HA`v znMnN&FHEGPH~vIb_?cSxQ}-X{f7+nL@W=^+T2I`?NkbpK3)9e#-Nnm>o}}8(@xvt} z{Rg~gq(4=9UOuf>a|^Fk6>)M4rAnm4NRceqW8+R{C|`xjhO$*G{Z z&UJu~RgSwb_@SYGgSf#}gNK{k-=WI)Xx~q+B2k7_#&Q{TtZ;`c<9#%)LIhZaeHDEH fvH{it^aMx+=nb$QU^YNCz+6PnN2?Pc7ohnc1azJ@ diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$compressPromptIntoTLDR$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy$compressPromptIntoTLDR$1.class deleted file mode 100644 index dfc889ac5dc9ef002d040e5c8c1aed367d95fb54..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1954 zcmcIkTW?cG5dPLNHgOCjX$iLmC^3*2I2$g#P$z-Z0dXXA5r*)Pr;W3iO^$b?vwJM^ z#!qS`XeE$PpZlW_Gd7n%l16I8!_Ll`oiq1u{(blQEr40v7I>_TTyw51Ra@KOWy_^n zuJ}ai=RsRzkLcb24?3S=?vtS3bb2tS^KUIYDEQA6A(`YPVE?? z(LP!Wq?HU%##e|jbUYnPrz0@7eG2s05|~jY;^IX8;zV4Wh>8<^Do(Vc=M90vjIk!n z38=}&UdmkCrY4(OCf!2VUUxZqW%GFt+Q~bTjko+O7zkn{2GA zu9AteZFzrrRkuQIYO6?~(r{^8uIjLyDr3D=*1FIGnwR&oBvH$WChSc7mzoQ#Nm>O$ zeU=c2Mz^{uV*(Yf_gR5`WL77HoVbkhm}KeHzzc$%z{#zk-aNoXT?f?zv%(W> z=k`+XzkYq7Qq|G4biYt5$JXk!o+wY15jb?qwi4%!<=y(s(Xf@8E=ybbwqf_jJ{Vox z;t7r8 z3H(4`q|`GddfYfp(yup&&*3{Vc&ew(CU4PS>|~rxo~u@0qB?rv#Vas(L{$I5rN40H z4^rqm8S5*5ax#vq6t}=l(kRgVBi-|Kiqs{XAtsOCiI(V#y#Pm1Cz|KhV}ZCFiWCEI zhq!&j7d(;uON0arqO?RWLrls{4tN~IA&+5Pqo{vc!a$6lWBd~1S6q+r8)`9T-UBS1 BIimmo diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/HistoryCompressionStrategy.class deleted file mode 100644 index 559f7db1efb7f586a7e336ec0d0ab0acaab34712..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 9632 zcmeHMdwdkvb^h+|YG*aOl9rXg4A^)vYlL22Nd{p{*tHNMEC@j)0R{)iXm=2c_95@= z$|h|Sl7^;@+q8ML#fjS{aqKj1TE}rPk33|WCaLT6-8|j&-KOvNyS4h=d1zPC3dttP zuYXjqGk5OXd+s^+ob#P??!55wmCpdUM|246(9`kBe10OXPZ+tP8BgX5Mm%L^;>N>8 zBWI@bx%i&6SGtBrvKF3B$FH-cr7JEX4ykzE? zZzBgg+UBI0Dp1B^JWF0FOnkq6@4I(7CU=v7vlnB7Vjwju-TF&W!81 zT)t=tX~u_3nT$T3F(})n>kZ2n^rw0 z_jSItEUT;7h+$6UbEZKhETM)&H{uAf>f0XcQqU++Lme6!0g(t{HP+Ok2{(Dq(e(xN z>bta3&tJ|0`)sFQr*g^lL<0gxDN_`PEcTudZovl0+N}aDi=8i>D;8*->7*H_Q8~?h z1euLAx(TB=aA4%Xp|Qm9;K|WLqX!3vcMa|mXxdW6;zQVkn2OtQyFi1p5YY7;*nn~v3=u~kBx&$^?V}G$kVcaROWeG#d=-Kg<9_x-d4U+9D zGw1-6v>My*cb3wblu;nyI2&vMPzc-5qr!vj4Sw7eMvuU4<*1R)P3I?#_>i^IexsGbjog?%L&^v@7?3a{>1)_6UkjXHske|^&Ju}MaXAC}^G^XTg3JwdzlhjtUn2$C~1j`!D(Q)GxQ>19K zt*qwgLzFr?Ct?8iFMtil{A@ftrs4=55KuFjtdoHV^v=b5OKDCHwh{%>KiXn4pIRae zoGf*3wf$DMx|wyw(lI^OA$jgtI;~rRT8spO*1L=$H;5{7ZDmgW1<8^?9Ve8tCjlkq zhJp=q`mLI1DIfrEl&F+99qT+ownu1g>4K4Rav>Vpi836$;{CH>qHG_FvcVSGz~kS( z1(wYhm?SLZVI^}~4hL{tz}-@b8jPDpA*W|5qNajL8fWsfk(?a16SsqUK_|c(1%c)& z{<9cGr5R_DQ;|WQ*ip=+3a%ysc#t79Yh(%CTgDv)Z)NR4_+|x^=eDhxw{pVirzAg!w*_$yKjf}%apt~P@OHYwY26%V znPt^T$3plK{Adu5;2o@ya_kP_#}Shq?-aOw!DeLVR|K)qvu4rADtI?(>8aEL2y)So zYrGdf5yW}?BsEo*&KCOu?dST-D0m+O#P!F-4w*(l!D9k#918qk8xZ~}6fz(OZ?Vsd#v2tR|LmFdX`7>GY8q`E`bR4A+L zrwom&t1eGuslK?ya?%cvr_u#x6$M$_E*B@S8=YcZ6rZG|Q#gu>F@yG`>GaX%?3ign zc|&>5;)pZH84=2rWUkK=B4G=$k|@6n_k;=4f|jzCg)6q(Ixrz;3uP4ODW@gZU1ENQ z!n&Ydo-rAPX=A??NLafbW5u!3;=~1#PJz3t+N~ppJkg<{R6@(G7`WS2?#Fc zRVEmYH`tNQRPX}hLSlGytbcf5km=~0c9)*RDDfh`REuB5uL-oeYdCa^3<2>mUgq<< zQ#TpAeuEV()6uM6NWZ~ICU( zGdfDWgz%@b2Kf{G8P!vbBU>-7h6A`Fuqs(FnBhySb^1g2OPM6R7JtP`f`PL?!_yM2 z68qeQD-gx9VBzQ9a?AbE+rcWy7P&Ci~){luz4-#dOAg~ud!+Mnw`qE5BhxpPuRP+J?vZO>8$DYhyA=Oya#x% z?GA<2b%BU4;^_=^2KQWh;y%vsgzNU+9Ikiz8#;sTtUcG>YQGQf-5Opsk6tJoDbrbk zy6@UY{5MG%Sy@r?Md3NSAkE`xm3^4V*ni}7K4UmF95;72k6nj!vp8Hv>N?psmL`#+ zo}Hq_4xBFKCJknXK^v1gShlgq+U0s(B~q>QATZ_-Rm3WR;Txi~NCZVR3hcdMnsZyA zh}8m#8=_aa>x!W6nq6`Z7%rtUMQDrBQ=RWq$;N`?^c9o^r5P+f+$y3hL7p|*}j-PUfkE!q`bZk{XjtFag^ z&>cNl##Je#>V%(U`Fv;oSX?yEb*VcXjo4cWzU= z@7~6T?%wXMp0Z%pKB=wW1?kAx_RdWfE96MsPA(-Y?cHkYpvvGikWbO)8ix2~X}FXf zHwt629A%^&%JZ!0FeAErb~`Fzpj*TE_K zRMzxuWMubAUUUTp_&r)_pfk(k>6r5tG!Ve{w#q9`G^eXVNpI4x5mitxlPL$ut=B(U;>NBnV zZ{>PB(2C<|!#LWxWC!x-#+%vq4&L9%{&(^BZnRoD+CzqpV*`IDxD6+{*(cfZa_((- zJ=RE$@ECMHdpKK1k}W^(#xbNgs|Ii5de%5$>ou}SuXP?rlde7|aGD!LeR^~*E;ap) zw#b=Fm}-v{c-4H7B5!TIHQpY-R&x;#U&I?{aIRPJ_5?JgxArRD!hQaM8JzD`y*)v# z_A-8$hp-_nbQwP;Z~+@->s{=s)9RkbdoIj=OH;MF%lIh|jyyU04NaY4qSsqrNju=} zsnr5DAyrcyLYrhu5(;X;8N9zYZ3qDD!l)Z{pW0BJ8Z_#|3(tZUW zkyi8b7x6S8J;Sz!`%yDXd#ZDl_bAo*D9wVmbMmL)Ja3Nxw3#RxstvP8KEhq&mw3v6 zmiySW^uC);(uiHqu$y1EzC;`NGSB(Gf&$wn`%0|v&*Q6jiub2^zl5*hGTWa)f={D- z+J&$4R9*V*3pCOD5h3pzP)AC4;u%^(kXrA-C-5xoQ?@=y8C9;e7tir+0GqL&RG%ed zPth(ev#*XD!Mq(;>GvPNP52b)$wYfAKFznaJfz#s^`GS!4Kw&G`~2iH#rE^4=bQDo z#<>dne~JH2kSa~ZMiZ-L+pO$+kTX11-{e)k!Co!WFjPF6mCB4C&auG}yi=$i0FE(@%aAIlti{SLjx z*2wRXUh5V7k+h9JuR`t)x82>>HDN-8zCtLC_h5w@dqykd-Z%3yo{12@_>NJIyrB1EZ6}A|R#1=mF z^01c$sAzyDns~3{eGTvRyszawMEfG>@^7tJhxd#1{#v|;_nY~?g}okei)dvO`2Upa z|76P5MirSfidobMJOFP(h=lMYgje`@7c~jt7s>+=rU;1I2e8(JY6{gvjS0Vrpw&KZ z;)IFMS#8t0UNsRi5jI88#3~aLCLT0J$P{&^s5eD}DZ*AHtEcB};O|yzfv9LFGf`S& VKYv?^gS}4cL-?@M`UCvo{{l8~7R~?w diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/ModeratedMessage.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/ModeratedMessage.class deleted file mode 100644 index 2da80a29adbcb38e83fb1252cea4980a73fb88bb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3294 zcmb_d-BTM?6#w1L*Rljy!e>KiX`vQK+NHEwE6@tHmDE5hR4T=fUXm4-B)c(pVcK!V z=~G{PchpB893Obl8T&DH#zFe#ALC!(IG&qbk~E~PjLsx`&%Jxj@0{~HXV3lP@29^3 zn8GTmu9=-Pg&?&E7=ymSx44n# z_L^~hb;HcK5d;{*la_6{7a3-U(|f?hl2a(UM!_>Se2|Iy_tK~DiJUH&Vl(efj4Uw> zrk&E7v0=KaC2rZm;I{3!+$AMp%scMGPj+?h^V`HmeShj1HY@Rn# zwp${5Dv4ZV85S6~ljDQQ}Wq zGhM$l49AB@Dkv`~A47+^JTdOAgd`{uCQgaf)H63S`+^PR=wuyvvTA;qFzQ zah=k=2n>dv0?(P=@h!_;CrP-RMiIj|wV$GoGH1H$PIi{t*}N%+(vFkcEH?N)Yw~!` z@aDau*+6}zM!!Prz6>t&e16e#&50<^U|ho(&bEbdj$ygl691*V4cM2S-iXn#K2Mce z=Yr_Tn&r`wisAy^lB0#b-od(I+o*dYn9^`jYKKeZ>B_)Tv@t*5$BVw1 zw&-k@GUioF0w3}*mKsE(&p3`N+!8N(pTD55LZQy5@*^fMP0Dwfc41m0w8rGMSa+t; zo@P2(+$N1>T4kH`C1Ooa(3Xs~({uDOI!6-^(KDKSi1^R+TEPlEC2SO5;Ukg1TQC4A=YACDFU0a1;p)4nokMWw! z$wTu<@2-&ET_L^OC%u-W{RPmQa1z4=CY_!ommymF`-5M83ssgO-5>JB_}pkB`3R$) z?@vfA2&Gx}P6A1vc)7|7wn|g_$DiU&pc<`5Tx)~!F*&mRFfI{_LMRfU=Mg3+`}Cvh z673N#-I?s$rdM9_-K3_X4R2$*?6$`TW|+ZcdM9%#(kh8OKbrUfq2PAncPQT>6xdGe zK$(*slJtLq+47ADAk3Cgvz86 z(K{u^7b3Ny-;Ud^eJYG0-pg?+F09n50>-d)&M$eCbCpGLo{Nm<9n0-alFtwvNhR$G zgTJ%eW!PAZZVl%{TOV}Mnk^Bc!mzfJEarA>Aysy`+g(N(x2hG!mWiyvqye>T9st(W4?2ucTwFzZoejhoUQuBuZN;O@5Nw z2K(?x`)fJKihyK!M5V(S<;s&r_!UcE=;~pUq9Xu4wkR&oDU@roerpytuub`xdberd nN)LXFdW_W=4cwuOyD`>quLovuAI%;DgPOs*!2^S`apl8bl^L>` diff --git a/tools/llm-bot/ai/koog/agents/core/engine/UnexpectedDoubleInitializationException.class b/tools/llm-bot/ai/koog/agents/core/engine/UnexpectedDoubleInitializationException.class deleted file mode 100644 index 84c9a75bf40064eb32e3707295ba3845c753c1f6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 764 zcmbtR&rcIU6#izn-L8d7siMUnuy_I!UEm6sh-k7&^bY@B8seg+n zubxain1-W&l<^Iq<)9}I^L~8qn|W{E_v7cc?*R7jh+&`0c%XG2^IRxv;#7}BEL1L) zh~FzQJ{74I*?}&P3Xv#jB`@ShZlzW)$Ei4VK@E&y^@N}CxZo;}lcEqgFS?dnagF3N z1iO-+c*fwbZ}b>;XAL4(n7thhg)uY{!I3={(NJbtAtL=D5@V5;u4{-I!_sAAU4Z}g_|Npteu-F-BTSyhZ7M5q+a>BgfnNQpFoMFy@fei>B zOP6g@lx;D@(@C@LwY}L1{ct*IPbb^KCOh#Cz5Uwxr=Sx0&C2=bpz5w|Gpt?v;9nO@ z6RiB6>R*JpOL3n#aTywaL@`eXmR9saX9O>FNb@)4@JNi_aZ;P1)zK+0dVC~Zeg)RM zx*VnAm2`~dx23XjD0(+4xSi*_G@LBn9# L;GRL%xb*%nJs-r= diff --git a/tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironment.class b/tools/llm-bot/ai/koog/agents/core/environment/AIAgentEnvironment.class deleted file mode 100644 index cd0778e0e4a4a8a7b4ba347599fcb8747736ab94..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1560 zcmbVMTTc@~6h1R8+dD2*kc%Rhs(`}Q#2{~tnN}Vf|ABwO z2jfprA52r;{87d;+ftNU4M{s^&N<(?&N=(*_m7_d@C23!~F5CY}_YcR`YUfFuRf53|>0wDrPe#nb;#dm~oC4pyig#cDp zj%yVhsq%%2P_Em)4r_@KR^W5ng`2WAK;XJb~}0-7FW5v#$A~T2oe)ONj+o z8y%X_@iS}8b@MCzLM|_!%JIbcMJ?IlMea0sNk`e@vhFGjvvPj!nS$`k)&W=hK65;2 zG0zh!s8w38>aNT7U5+KrUIr6NBN3JIc}@6g(-&w}C17_O6SQmRy)Qll?yl72w^#Co z-Rr*SuIK1Bocn-7$Dj?aScxfywa{uKghNR6LG%FxNCoAGj^?s>D?K9csnuMF(@`3y zW~&*;A2p`}USG91s#Ub3328R^ZnV|R(JWb?G3j_T9Zu71I2+0(&4DgwWJ538U!Jx< z8`O-fkC@SMnvLZQGmbRT()RS2*ebQo1ST0tc70iz6*ec{IJMtdc6oFI>|2THOHy@k2Q+G9Rib=10yg^ zAgtGcz})4~lhuqs290z<1cuM{YN?_y^=+r@F;&;ePHffjLs8{6eu<=m3$S{!N(3^e zwVTXmRj#=I4=ibW9{1N=CMCx{#)4BqX-%_=X@t1TDml6Gs?_o8v9x#APU6cpAh+j9AT3yR#}k z@(uZtq{^=QT(*YVOge2%)ZUK+ZcZvMwNg5g6;gQEkuB7Ux-1m4fC; zc??fmV5H}^)HDQcNnP_r*A9!W`J!t*Mc4XMJY>rZdi^>`MC*PJFRYkGum|Qo?6e+ePwn8 zCM#<#*^yx^O*8y?yQLbgKGm-hD6iS18Mc($PNX(zD2=hMi0zvtxf#;7R z^{ip8-SNAY^F(;Uc8NVNaH(@owU=f&sv~rtaN7XivDGI#2Kb(^_O%IAPIf)+K!Cga z$@juDyQ4f7Y(vJIGSMDO8=eRZt?Q*Gs*!t5p*sBs#(t+Hut@sZp_cq}e$kE#xJcU)%Ei0)+;h)8-{<%K`0M9i0NlX_!;q${ zTb7kmwH!Bvqh>9etK8htZOhCPM;%L!$(zIpYf30!3=Nywj;0!#nNw$1H+h!0ZiWEg z<=KMZ^Oj{WeBG70xc*rA&9-gjw}qPLjzjLL)1^Hsbw}fxVZ>5fmN0ZvdTkYiZgNMB zTP6_&P3V>x>rS0@GRE-x|LfF9Upc=2%6Xb+xxT~KWT0v86buo&dwwj@lx64CO)ge# zO*b7?GfhhrV|UbsoORuH#7U6l+w+<~h<7j~gM63a+R2zFDRnu`$j}t<#BP>v%akg(#h_*h zG9to?bjn`J^UlaBUnjVWbn51gwMFMgy4Z-6v7`p?ohe{OHc~Do3)qO5AGa~W&=?gP zx^sFA2vw_&cqOdT0M-Z^cnNF_J!K75L6ATgd4MCNv7vmEUm_9=PPftK2@~gi;nY_M&F%QsRhNo6&QoCW;tzHC>=u=XsKT;f_u+V<$fe znzggHbDFK?x#0G{#DYoFA=u~?xV18~73>q`X=!wVms zKBYr@kp>?3{)WI4bo3q|Fzg9?en5Sw;fp5-g*{6}dhJKle~Y>o2rTtJM^j0rb!H#! z!``C!_eJgF#Z_7XuF!Y0Zy(W~>-*>llU5HY`3e1QEQP(_AQ1LGlh=I*7~IFrXD@Jj zDKz{XcYdXZZak#58@|pzQ40luzX@S{3VIdXSCCZTAs($j`vh%1d`99e6wNR_T0sv4 z?Vr>BCG8sB4bj~SLb!{2bduC4#)^JE#yH}Xp8=#XL6ir#kV1mAxv@&JE;65`-AB?j zw6D>3*-eL9B2KSvaN@MlvjFWtD?Y-CMEZaeT@87MIFSh~qdxvFrrPNpR9OtmTcfv7|NH zl}HM04W*PqfpRV8TFNEmEgU#bLe3$koCD|Z#w$GV#v_mPg@gHKC0XlOcAav0B1f5- z{b%N%|MLC+{Nq3T^H;wHa2Rh1JYiV+oNdqQ#;lok9X(-ZOx;Z9tc;ybk)jVphvdvi ziFDSrl8y=?P;=GD8G6!4&+4bAubK&0ML-}pXr(Rph(MtAz_~Cg5!6rtRiMJXVmSg& z#@^$Z0|Glz#{8r`Y1_#O)5#`Xfzz#J*`@3mGpVOc$Dv}nPx?vQ(`PI{GjJg0>5!#P zddzZMp7GLumg8Vq`TQoHFcYSgGiOR_4IH5y%`rPOt6w$U>5O5e9ox0vnhGvY*vTXV&;!SCX)Hx=CPzup&g(n0MS+R(x2Qc{T$nZ|U|RB=#XXKBw+CSzQe(W;_L zU{6W+xb>`gI&<8-YjhfN)7v%m0F|uG}W)68&3$-mkugfQpJ-* zfF%WTZHCM4HA;BANvCTDFjx&8hl`4MnWZ?d;)4R}6~h@fuMy!)kQc%j!m(-`#V|!l zd*u2eZ+|R?F@h6v-ARFw_vnrH#0daVR{?ru(LR)VFKp`+RI6j$NIXBDyH)3s-OyCv&L(Md>O_?Jf-0R zp1#k>zIl)$la1~t>OR@&6hGT7#sGR>Lec9uzIm4gQ~ zAHZx4^Rj#y+!C{bgas*lY%&@g$)>l(YB5?mS;%y**T$=@TJ9@yTDk=UV^y)3Gfr;7 zN^8oU4Q?Kym)R`UV&(W_vhv;ag#^GA6!mgm8iCptS!m?Hio5E4ySyAnJF+IJoiQD^ z5V6IjyL~yolvcSoR6Il=yn2Ku)2`LewI$!-2Q`5gy#{Sj zsW>{JwKsJ)ZL+1D)BTEWu$63knl6

rgB0-HNVDm;5_MU9ByqbvJi+^z}u$weCax zz0Ez5zC&7fe{WxNPe*U0ufL>7gw0{CwZv(W|wMXaWySWYeydVkXR4 zj>S+OD!n*ZoDB0x#TQtN$#XoLnl>|&vNn^c!%i5N z&hll-uOIMBXU|&*m2I~W`Z)&*-e4=Ifo=F9+i-pXs>lkcMKviEa*5sRW$}1tCn#pqD8`i{^~~V+}9YsbO+-K z&fi%1V`Fd`XK(`+51d%UuDh6=;-M2u_{b8Txdr1MClZV3DNH1maCz!?(3W6L{T>bH zxt64>BvoSVf`Kep@*uA@O*t_>`QuP4dWcv!L|AEI;ytINts8XSD z=>2q|LRS%CcNFMe;dLKaodz0K@UWi{2;nAwDk@fJXy3}!i3=SD#Bh-1hmIV-pJ)Fvy6`ILukn%iIsx-DN^}#C;Fo-5 z{h9q=un&JlGyaDC_&d2tL|i5kas*M9Z8h)q5I&A;q+Q|O>v)z(iSchNpWrMjZ7Tjr zJjc~?^gLdmWPO;z0%t1-)u-?&&dO~6P61(Z^l7|E)cuH5g$VP*_s691ipgU+gwL%a zc@LM$e{_>V_q_58yejbwp7Im63cih>GA90?VE^|CmLUn8pwGTY7<}m>0#ST9ir1p} z3cku7UyI`F_{K##2j9f&7g6Ovb1>(i(m~KcwKx8jgBKlU0||!hjz75;kI%j~jq$>X)|0R{=>zQG91PjPYrC_E{pYC(| z>vQQov;X+_M}Gxy9KRA6Gws5X>n;?`1@wl`s z)B%hSUlbUebgK)68_)p~(1~3sXz0oy6;Rz7v<1{| zx}oYjN?`xwQ`s|vKJ+Vndz2{_Z7Fc1q2$(qK|{tDEU!q=JBNlh!sc!{to$gDCN&Xk zT_D9y5L*I6lzb}C6!Y9EOG-wr!0DmMz;ibX^QLEccEu`8l-<(OcwOCc)vYXhg-Re( z2xSKqpuu2ywS$t9(lIKKU&FDzU=q*M+MCRuvEEp*q&H=GX3@FsCUJ<^Cy2##7_Q90 z+J@IHv`%oaCNrMF7+y%>FpdZudb(xn(n)-VF;c2pG?c)}Pj9((xQOOOd@ha8;w1qy zngq|1`CHq7xvw(hSQ-T!7wFo|>jG`H=op;0uA4l#1l}F0nfmF^yYbD|C`Lj&O!rS2 zY`u+Rc5wEV^sGt}Ck6E4^z7V;>4{SU{hI&@r_&8zz^N1_a9W_VvF0SsW{}57n#q2S zSy*Bex(?5u!_m%IwDUr=!*Gk0+~r#WcmG#EM;)M!-zQJ_XYrE?jD*_Rj6g=AtULan z&*u35;~lnT@I-C1&6%6Q1$;?uns=h^xk1JW9NlMmJ@Kq-&wlIfi`OP*W3mBbZ+T@`c53fPxyZ;_PrOjZ#Bzm7&nsD zqC0=qbmq&JaVA0tWigy7t*WvjvTE0OuNB;2rr3A0?DwLObD@>P5-jj!Np zYXYweEJuMp%W)NTRf90DBMFr&0N1iCze@DiqA6*$d7i?&`ioCgRl)Qm7BaAKJ&i@! zsw%Jr1SckVrI=+Jx+98zZU3)PwOO@JsX5!0B{iW8Tr8`y(bJi@#uD%|C+HQ zt?5kxPfz)+Vyh{7g2T;h)pT98`r|u#*Q48G+97drB&!=*cdSbsYRV>zShwc4alh4# zgg=se{JTU<*NxOU!!S6~Hm2*EktNlBuG!cbNT2=WPSd%R(V-+my0b<%8@mEc{>V|I ziz5V(rkZeZU!}jiPx%1+@el$9#kqDPN5Sqf-RSYviL;-)uNK`+ZZBy;x-VGteKFI% zrkn6}TB$pxr;X;BwqTcaX2xgwE7qAUWVT24A1c^kv_Af0qF?!e$2+|xoJHfH#V&z!=kOC14`B{utaF53%Q$c#ZeWtT?K| zEAl%<+AQ=>)Qf+r3o@#8(sr!rmC7}%I;TDcR4}_GvwYF4+NvKi2iNPW74%OiZJG7V z($bW<9ExR%j$>6P%BGYS(=a{ju2f6bXrZoedO|^_tBF-cpts_T+&g-sQWS8Zv07ww>tUUpG>G#i0A);+@DAU zxRixJObSCLm=I!!+OLf(Hd55HUQx#uiWIsw9B8PhcfF#{Z50h+xWU#2)+^ezg`&Vl zEaYfZ<=hJGs0=+Yl08VbevHCpWi38Ee0o2?(UAuje~6dsi}X<>L0_b?2RkspNZU)# z?L#klduV=T*Ums`&9?&>#VfS+nuV2NlqZwQL+ltSd>$uAD@;cytOC1zckIpIApHT( zJVJ3YPat0mQ2d;OO%N@9m<8_ar=2HjcHT!#%E>j)i)~FZ)lk^?_Ey4yho>6~`ySq2 z_*7+CWba&;?8<{e zl}aJr_ZWRDBhDyoe@C+E4@fKW0d5@YG5QzP0;FGG>-0uD19gFc2Uy~ydsL-CLGMGX z`Ly_t@-}mh0ZN)@tWRtFWo#{P+L-`-DEnJF6M_{?REK(0dfa8JPQ*+3k>4X8yEpPT zXun0g>E6gAXj2O6D4!2e^_dDT`#q6E)!CE^kZ zi9w0yB=$=jkQkB}mdHzdS7KD+6^TiSDT!%`^AZ;%D!vjaVfnnVO%;N;h*;a=r9eef0&)|pwACdU!;;Nzx;sH^tEH{I z{DeOJ1^w85L95Tx(thlZ>eDm3n+vki=!eP7oSk!-_gv=WpMRhI0pKEjWEj?THE&rt zRm*WxIBLeSxysEo-L}jEQPeq};rbfSE?AZ^$DNWPCPf&Gp>0)L(^Nwy3! zaf+d*Dm`TwJf|7+lvn)9dWILh&^hfE0*^I{LG;L&J0p`#H+6A|0wG8%<;GbIN1);y z!{d6YNBz!zy&@9D9-NOr!8;872|b}D2Hf-?2&#&Sa_LLZO<9UzUqY6a3Yp<*9SL7Y zrc>1#3aYHTSHv&~cbR3f&dP8|Wutgsx~3hY3@!c_nSD`=d-M+&B1E6^iggqd9{Flj zP`TLmQo07&BuJT~R!cj@UkV>eos$fA0-|7N=mk*f(j;r`SxiN68Pg2Yf#$t#v6T;p z?Y@Q#Mm184wpAz!HR~AajJq5w=|+~@2?>CYqE8wLv}bo0((}=TS%$Oa`@e#|Fc!+s zgO$lMbdkfnYP_yyDSL%p;Oe+R-^fLaxEa9>e8kW!EZ=U1iQboSRDJJTRDRxlUibb9 zFIGtWZ7fNze9WNkz-~8A>CstyDowk?5cSfl?1pm{KwkkB^5bxY&wWkmYJrHYz5Lu! zRo4hWjc7_?t$|9UB7d0t0TlwmT3OfSZje@4stvcdHo7BQ8xiHOQWiR$S1Q4cfP+b(2q*3d`K~DY3Mb(TqjS*5wJGcx0|*$|Olq$Li=r zAFcM2)HA&JwbB}HI~GluCb!+jh*OsknYT)IhEM3yj!s|1Vu1LzG0PH;u(hJsL^wD@ zuTrB7F*Kl)o~aPck7)OZW`*W+$yoDKv?l*T`_DMua3Q&ggHLhfcf85)3M}Th6$mh6xi|iYtafQY;8tEsvF0D~qBf3dK zh{Q*53HzvW#OUGbz$m(ib`)c-K~dL?ZZczr_;xX47IP$4Vm0ey)#;hhADfqm^^^Kr zoA_iCcYmu`Ae(?F(m0H%%Jo6OYgnc;ay5$#Ss<^xSMjgxUAz&GiP%NDZoq*c%+|1u z2cc$sL8~u`^*j2m;32-Jd4hPe1QlOGLkjm&$fd9Xot9WlArE5-%s~O>5}F-oVoW2t! diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Failure.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Failure.class deleted file mode 100644 index d7d71143b04509d334e8acc48782a5b0db26fd97..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3181 zcmb_eTXz#x6#mZSGLuOl(@>z4n@Xi=0!&*)E-6)7s7*}^wzXWU!f86R({kF6 zU@@HGwpnuB1(PpWjwj5bTeVEfS+T3GQz3~t#qU_tu3PS!v_!4!b&YVlT&r3t7{k{C z)4ufl`9dokkL-jgt$nrJU}1@`aI?&v1@p?>l2!C_Ee&@FU|>4%nH$V87%$?f2s47TCs#6GBv~*j+9)lY&+)CO2xDt&#F4SY~~$_DeR(9v5VXl7p-C`0JzGlyke0e zLw9o+8)R*!+XyUyBn%z9(Z&!;_sk@qVULao+8I*YGf5zheK9E5&k*(&ZNYHv-=4un z5m37Ng5{0-88ft}d$v3Db%tF^-|=WubSulQL+d^Ypy)2&Wf*TxbtAF=5Y+Ym6R)}8 zB)2i0$a{++A!F~Fx9)Jd77P#4uO0Aq&hky7;OKi^8$N-fctZw#oI&$kpI@qt;3lVo zg1x|cH1sfZZPu9Wthgo1^eyNFi`*OGMbE9?Rgq=bU*RRo7hkizMOq1uQxjqMruhH@ zlyS>jbmvF8GhenuSHX2lwdGt>p24{{NwyeH-(9v^sLwX(H<;R%!7wkEr)hjG~v}cypkQ%G-WPHL6qciBewp1bgxXfpE`W- z08#a{yp!8rJ%+xPiaWeWL_e{u7B{+P+<%@=%IBFO{i^SqichHi{KuEzf*a2e-+0we zm8f+coUA#XU9s}?>&Zf(HgO(&jSJcOp8E` zA=mYUSLMros}bm^8|Y{ z*`LwzBgqteN~5%kqJ+*<_9sLnvrXX_UzH?mJ~ zOeW^T_yi>z1SJE4Zq-wNbIUevmh{!!KaJ;wP*p`4)KQ(UYI!xB=#Z5nliRP9f+tF+%NtnLPH-5A0! zxo>cEfs7*HG^WTz#SE@RWeuyiPDVbxAkM diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Success.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$Result$Success.class deleted file mode 100644 index 11e892f36a70c34bafd9083c533a01872c5bdaf4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3766 zcmbVPTT>KA6#jblHY_6y%T-Xkp)LzLph>(eV$^6@vZw)q7jm&#Mi_Q?hHTGL@g?!e zpI{|<%tI;WyY;p_ELUuj-fx>Fff|oNYSY+87ro{P~(;@3~t+w%U#Q% z^>xR+UawThv1H8)w+f9Q%Z^*IY-44uYFM^w)@)ue3bxcKtP-W7g`u;wY?jJ_{7qit zRg)MQj%PzwY=nF>Xbr+lh7RnL+xr>f?y@Bq&P4+6khP6cq-ZrQnXX@A4B6~pB+|D0F*Iif8_8lw z6UY_cbA}E=*%l_^DLK_u$EM(nhCfb`7bR!)0fTt=;)%3+cmDGoi|$>4!$(b)KvS9$ zHpHMwR|gi&`-ZJQurKIz zS^p$nV8aK4b8&$Us-Tn)Y!--RuQ_GY@MWopO5DB1ORiIUkivTm-Bn&Teex~KU8a?A zIkj7c@5ARaK$$Y#WoL1M+lv)b3=|!wTwl$HJPyuKh_Xd+_Q9$d!9E}2Z^Uey2UmEd zGGn=BUc(1Clg9fv+nU5VhGKM=NRUZEg%hJ(1_+g(b~POX;uEMKUY)IC&QGp|ahx3p{oveky$T);@3Db!%via{f%1oK7ia?-6-*J2b0MGj03Am7SF|HhJEBeYr^ zWvpxc;mNepqomg#dXro#D*f~pnl+l6y)B*gC5x`gZS~b7wP*cdPE}(%%PAwuDK!(% zC=+ZXcDXx~)Z@L%*%-}ZfE}P3h`ni{2vX6R#h|h^FZ2$tJy3a!AT#R@Zwy zl(Vss^@pcaRqiiY+5?h8&{k3^mK=B-tAY9=s&M1tNd*mq;5HsjC(G0yn`W#fo4a)h-8WsgU8`yq=!GRL zD!)scw?Ew>{xN7RTDEz;UR^M2v$8~GX*nfcnd3D}eh0*XH?bPm{ua~jX%d|e|i{SvR2IZ7iQt5_4X;?(tqmZby$RFEq2!{g;45CS~ zMDBO={Yr~XT?lk(K0~0(cl5{>r>NuLC`n3}!hrp|0Srf{4aXXm9eL9-=6U{hYua$U zVNDpsvnC2;s|9o^BJQ~|L9@(GS2#O=K)EwC{2as5Hy_PUMpq*lU5#XPZAnIMOVG9_ zMsLCioFq^g$J3-bLG%9o@o#^CD$`Tkp9q%yQ@NqxXBhEqSRuAJlxA65qYc-GDIqem zEmD+z{V(Z1A8cCf2eKuwIvfKgucE+=i-e*OO1DILhD&38`hjJM_6#508|!;QTYeC_ zh)t!7LBmx~ZFd07a19^Rp7d#zW*N{kxuKtth(8(n8_JJJ#GVYTLz$8qhUxbLMUN=8 z(0BjFcU&q{AiZryJf;4N4myFYUR6l#gxg5L8BF0i*&&0Rk`+Ediv-FvW{5R~d*Dg= z4o_i$&aYq8F;r+@K?zlwACS~dlKFHVu>z(Gm?>ZupV5rD0&d~mkl=CqL)M_7?E+I0q| zmkfVJx%Nb-Bj_x97o0&GNhYA zRXkTw)(i&=6J4C^%D3GnaXw!2{HA$ds8yfat~9ypdWtLCBYV+Pi*3gtuZ%4t;CpR{ zAy%09jv=nrY{_u8XT{!;AmOEK8D&Y>d=GY+c)oANB5njcxBuwr6!aH@%iH!@AR@SX|9< zOL_i79it2*>%1kx?K`$wBTFhy@@4p;&~t7SGxQoO?OKsf~auEsoP4FGdO||(ip>sg9&`ZaJBHh_g3zPk2nXY`5gVs z#~2dRwri^yhC|&oh#V(wXK)vPvyTj0uC6OFDb`=le? zPT)iu1r$k%d{>G4kzOR@eM&Ei-YdN~RCOZxTa#(+u$JE5>P(tJMqnG+w3dv~+)uN%$0Zp{ZXVv= zDkhVf!HQZ*JExUmQ`(?$J!vGzv{Gt*n5=YUWsUx^WGj5ZRimUafvn=`ojn6Oz=Q46#j3|(=kVX zM%Z`=uR$jb)@)ZSw%1pMzs$*pAy@M( z?%d|S9jv3x0qS>FYk_Y>>r~xtx?Iu2L@m4Oy27tGTuMPLDqZ*5z9r`D0BkhkaJvTs zW7hMOR6gGbI~c_txGDT~TPe|~w^ywYk={KGeSv<_M-ONk{d9@fX_cTkLo>qwvNV28 zwn;PHGWv>tBJ~Ry8fr8KuD};qpfM9VU=Rka=-=rXtiK*S-7`3c1Bi7_{+?!y04IyJ zQ*`!Yq>I}~JwcvU`eO_|$MD_aGkgp@#mN`XQMmgQr(XO@5iu;%IDpvSFmz}Kujxp2 zSPys7t`O`M;(8S)P{A3@brG42vbaG28Vl_v3(-p+3_^gW0t8}U7X~u;rE@Em0OrnhG733rgiAxeQ5?@Mu)fv+g{SpHm ndq@U8mnBY1%t}-wu1KnJosP-Ufk)}6!=152Nd*ehh+^tr^j))x diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$execute$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$execute$1.class deleted file mode 100644 index fdceb61935aa66b7418f3f5d2426201266219e64..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1781 zcma)6TW?cG5dPLNcH@{5Ld&Hz+~QKlfKQ;brL_}C1GGmn1raMk%G1VK%qGXX=Wdpkx8^> z4W*g%+M2lcJSk#Ipxzqu>aN<#x(}3>+tSO1fOsk}vmZfy*He;AG4x-^XfDTPxOxJ` zz4&RL7@Z#&Mi3 zA&)Zx`QT6B=EUAcB4+(79ZLYIfFywn<6H|I)uwNE)q3WhE3++dx!T&1eHkUvbfbq` zJF4Rwiw8vlm6lDr(T?(4sno_r(irOp2zJrWS(3=DL=lt=|EFes(4)#^k0#6Qyq-TG-D0KM% zh2y^Xkk2dQV=R>r;W|69vY&c$;));A00PJN0~whJxn4gEfLtIV5dM?c4GiZ??u8B< zkv+YxyGHsfRfOM~-R3sevK^Uh$W(_qwgVA3`#9sA>ZzC$&uNNQKh&In`0wo_naZBx zi2IjXIW|V6Yl(DD5$DJ5nNDJzHer%IvqWHN-DYV=-Pgh8nLVQ$2OMIF#m|RSW)Tnq z%+7|kV~Q)3=5Ujg7#Z+jgUwNPo2O;&A@P~omDe~`yZQ#7{l=rf9nuTKE1bpWJW*-S zWZ>p;j!%ciPtf4`fp#!?kFRpv=Yz@1wc78f&0Tr<8i6|{YVUCE58QY~g`ty^L*@5Q z=J6Hd7g(i6f%`@7KX4UUEnFg##~Nvgr{D!Rjk~1zfFSw~$rf>+`%mPKkS{ork2cvR qm_})nH#32h13Bu5zGDuv_?l6Fvx%t~-^REV<2!sGqk(3O<$nMho9ny) diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeRaw$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeRaw$1.class deleted file mode 100644 index f47033ac2fd50c7b638879bccaba464425acb446..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1793 zcma)6TXR!45dP#CyKzhjq2*EZEKT?dZjv19JeJQtYS4Who|DM=<6{Tnix%W)a5 zo z$8oxZJkAK@gFk^gV|&{lG=Wg*SRzRUNC{jRdRp;pB80o=#ytn|J(0n zDtn5vZl78?Hb$i@iF8g8>c<|KPGX%lVWhpVL||#nW@$$~)WPMMcShF_IK%>rpAV@_ zBOnBro(`SI6qhK?;T9<|GT^};o1yG3PmA0`;#0M2Z*i)2{dau!3y%W#NG}Ypa2B8Q zM5T8o12>Cvd^$9Kf(FkIw1de9e3j!q8%$oQ)qX{7=GyDG2;3=A`wKUI!xukOVd&)K zQ29S6v-pzn3oKKk!2Kfk@3@Mr7A}#=V}-QDQ}6W(e1mUeG|-H(_%CUu@PPmT diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeUnsafe$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool$executeUnsafe$1.class deleted file mode 100644 index a5a65867f35c6b38589f0c7681cdd241b991c018..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1805 zcma)6TXR!45dP#Cn>eO~&~hmaw-|5?_=L8!6gz=5+|G=l9bz(_$&=y;qvTj(j&wXc z@T9?mN+uEd}Ua3yz)idKLsoW?+2=J*-v5_12hI_taL_eXP9PmR>dl#B+g}y*TQ-o|0sW3H(S#b2%=< z)e|`KUX+w|1gcWkLyGlbiuI6UeP4?8J<|e(rZ(EI2t2N~CjFSk0qN||yRo<-@Mdy* z&31b=?Yc(0{ZzRu@r{*n9-7xD4)((;(s&53;9qE0SrVvCY^hPk$M|F#Ih+t!sE+@H zGLGR?33;3r$OnG{wC5;qZ1=~zNa1#AhN9~S_zp-tcJs`bphRAyV?a<#Q1`!Y(T z=|rE2$7NhWHAokyUK8~KXGi;IKj4bEHURx(eO*Ld;D>|Z>Dl)# z3f(_I(g!28I(S z_euwj_?}+ZT_b&#DuQs$ZgZP!*^W#$WU50Q+kpt2d75!@^;FDB=rl#E|J9s;`0)07 znaZBx(0fm<92=w3wM06ni1wrRO((HVn=sp6SR$~rZnLzb9_Zlm^gE*)BMz~|;^#vu zvj_+QW@kh5F~t>1bNG^!7#Z+jo6S*nho@!kA@P~o)weiVyY?GC{h3FByQJrbS2%;u zc%srflYyJZSw0;aKTd<^2HL^oeZI_yty}QQ&@o`?p+0Rtp!&r@Eid%zMoHKJW8B z-{*SYed|B3z7F6j{9T}0Nyd9MtvjxCt7$`zC$x+jSJS(a87F)UY?K{_0h>(z`@GQB6>r5LJ_>{H_{DJ{|4 zT(enVU!fIObebY+?zFexeDw#;!@@Q#(;eTb8rw5UGOfpzbXqeMBdM|8t{LqEsT4)$ zlW+tP5~#5D6W_V3FP=;rY9_6u;;m^T!^z2n9za;2B+;WLdhOX8l#J4+a-hJX>hZ8R zdO9SLZb~MMX_y|uR73=(IOH2dRG=s!&NU6iZDl@(iNb*CN+lL1fI@qyV+y%`rqL?QM%oiw~2-+}aVSyY}DFxS))CFn_E|xV73Ok_gQ4<4(DsXcl z1u<>I=0lpBHee*vsvd9A(yR=aI5yWfWSldGJF9KoDlmIR!=zb{S;j}D%~~P#)phaM zg_MpOr)*ED6hxDoV{jsr6=_EooaZ0gvss{Q&^*9*+5b`fnDSK^}~d<4q{rrQfyU`TQ+1g0518EyCa^lBxU z8pu$^N?dGGTGiFKCPc4(t;4JLXSBY4Bi^U#Ivsp`omIx9kB+q{DSGwm=pWoL%bQ>T zWIez=wbLn#-GuD`!dQ(PLRf`00wFb>(7IHq=M#dLr*4`3!w$KGqhxy-h!Ae7` zT$Eub=u;O}ZdZ3O1+H9_Oz+Zq+1{NrdMa~{KM3YTqx`R}h*nl(gm4E2m_jI~^NYD| zV2tmh2E`KeE-9v((!Ep`i0%xsQ#m1@EYLZ}B=^!MT;e9N(F+FfseDS9+t}#*BY?Z5 zAGZ{Hqq19I!{l?1yxeWsOpsAr?#8QIRL`agWJG2QpDxA$)Q9+Llr_fZkPNt#2=n+b z?v)-siTfxfdjp%&I(1RtVRtPYEuKOa_Ms$KS6-|rtSw1tJWz}wDUBg1jUg$G&1t4% zl?n4yKy_wKH>8TEwRD5|$=KVkR+^`jN^M7_l3XkgfQv16wU`>AE_R@>IBVHKJV?8C z9uvYiV&(it34v5$ElmWLPz#yoxa}w}X)5uuf`eR+QqF~%1g@BXhJ$~%BY~63Qh{<( z$tDwH!XiyMq4n<-c%+c-_`ifL8iaMX)yz9O%Czn~m?!tGdTR|2tV!szmaV7#k$7vW(;7fAD zUuT-0?X8xqUM1=)9h;L)^W1!us0rdJfmq(LTEQu9`B!?rgkr2#5{8!98^ALHbNZBC z)#|>9;fpohPj2_2~sC#_I4#hC!;)ozR2@KkD^nGU5p{T zzu*b=WxOI!A*bXe#wng7)jI~16vaC#GsvdDw~&C6QCG<^1us-`lfrlvXXS;;Ydjol zMvuIVX>wKLyi8o|OJGJepO6O{x;KR`!_&9R%dL6jOUM_G*`k;Idy=xnqp_!Ji4gx7 z8C)CklzKuVgU-SeVS99!-SPyz=0LNIObdB}{*Wg!g{6mOkfk?x?ohCFWUw|E92ty= zT2G^gRT1&B=4q;%|rk-?@}L66Ihnu6>$_hi=0U9CBPNUWV1DI>x1reI`l zxvx|-7OgpdOfET(z4KWYtXHr;Q`R?@yO6&5+)g}+N(noo zYLS^6Fs-yNg#<1upmqMr5Fi+h=C7k4DP(~4nU$;{n2z=XU{ zZRItxp5#^7%KV)ysaU>adK)kL+6Vf!tC>!DT_*3HG#)@UE4=ey+wP2wrIovm9Yu61 zk28s0p1JL5;ns9o&9tNxU03OfLLJ&bCZVoQ%5}z@9=w6yv-A_=VwO>Pugd!9K3=1a=?k;X7*A?{;HWQ>dtIIEAVgInska@;#dzMKOnEDdv)=N|fVLw*SO$ zwH8HOf`x36w#hY>ku}Mq$E-=ty!K9lc#nNEz4lhD4O#CQh>@^QGAnv`sqN>$Q}u76 z=20xHA3@D>UzzU}G(;EQ^(dlczAa|G>l7NE!nCuf*-~4721~3#m$wh2d3ljJ{#laY zsl@t8)@Jj$wP6@5YhOXdS+r~stjs-)R$0`Y#=6tk_!4ert4i<}sSv~X_!%f=T;Ip# zhS9yHtmrtVlog$nWEw`09ENuCEbiD6)z4tp8(hGP_xY}af6>1wlK^V|%f0yn@C0yI z0D}P(v5#-ypICi8D}GbhS1{}}V?Va>cy&7tq6>$h;vOEZ@5OH1$M-=zz;BOp%u~3Z zQTqU+<$e>4Wu&$Z^)?vW2-a@wp`0m2?8Th~qlx7wSo87XQ^zNKO&m4D53S=YR#y0ZZ-&9pJD|a1NT_95BH-WDU9}56;048k~b};GD*1E)32A7jOliXASy%9-PA_I2v_9{<4;nn9y>f4-Mm3Vf#7k22nx# z8FGPW$cCtGtoPgG(qW!7gCr~oJG>%oHS)C*O%^^o%Z^cD&JX`AO8_wX#JR!^f&(Hb) z`8oeTKj;7F%Rl&Xj^@ibLCHw=9v`<@5Glr2@iluBE#yeXg8CAlkFGx`rPfyBE3)eq z>q>k9yI$2^OBPS#xW(f8oK*yGc*+!#;{Ok}{2R%Q6m?Wm;#0w=>Q%f1s)JPYJQz`X zXU<3~d4m7KEQX@#)6K0)cDPUu#2fHBBZDx(2}n(qA)yF==6g8;_&JBa?U(=0$zLf0 zkW~)Z<-7P5e$DSKco)B6zHkfwd)dU&QfM#!!f_t_7Jp?qMCv1?{pMD9TXC)x=Uee@ ze1|2z+lueu`&%J&`~YulMU{?)I)12QkB%Sd__2-1Q7=C*8Yj(1*vrB*w5L6=BWPu401lc4?0x=sm0h1U$qGD%vNG3Zw6Q^fW za~pMLx4`R&iAzW^9S zg<*tSM%8r}48CAGzA(zJXBwunVtKApBZ)E1@0c^LYma(vZG_u4pSR7fDO1#KziX6R zcHJ`*U<@k*GlBGCX^F3J!{*L{adm#lEc=C_?V{2y;ttG&p$bC<2L1VP2}BtRyYQbt zoFP77IhH@fus_$5{j~2{&O)JQmf?8G^%jgJ)1UXas_Wa9V=S%I49oFN&*8RFbfiyVl|=%3C|r5bELTGZ*SN=PCMhy>x26%| zx>I5)q@ioriwr{~*E5@fihUYlXlKZ7H%Ork2a-^5kRj?XT7u!qZuVxQC#ZC7!SpAB z>KWQ|J==o^IwLMY;rO&DyR~K4q4^m~rtB`?Ww_Z|_6GVdDZ$GB<-4^(CH_f`0Dhez zC2Q)cn0Gjx9)^dxmr}@fT#GHDuvL0qN~jc$;Z<482?o`7gZ-es3W*>WHv1s!QPIQD zwRtoxXT`0WMqoiZUgrKNFZ-@{H-S9E!5Xicf%v-RFVal-ocM_0tJX~ly-b+?qFWi` zPQ^AwSIKp&_2oiK&0(LkNVXWx++8+zP@ikjZ=$xX0?C2XmTwkPIEB+1PQpmX(Z_J2 zHPL3LZrX<;Y1W@5`hAliT;zgkt(c9YTHL~AfqDYxQ#gmWG+e;jL`vpob#4nkx6qE7H{qd8O$)g(18ndF5S(nCmY}PHN?oP>~^13R#YJiC4JK zDV|bWiBQRkd@=a~1FMq!b4#uWJ*7ft{`a-joThXr+S+P!(D!PJn$#4%ts&Lvll-cy zBv#b*duqqpYHw6kbk?tCqgiE)^(n*YY+R3YDt*!QZ{txlrpL#VdYfF2J-ZhfKcuHR z8@d;izO~hUm5dw8^pTD4)Ax|#-hNe2cSbu{pFZ~NeuT_3B+b&C(R^Rv>OPywG{dNr zR%cXA=;~Cvo|Fm~W^b(Dml?!KuIcLf_i^H2rP5EgLU@5O4DRM!60!tjqP#(%ZNVje zN?zg&XaCC;n7|CRS#Xn+>+oPRq&NNpPSfRex=QSIc&hIBR?RHZ&w{Y1uP$v~fJEOx zTc=BwV@}p<^QJc=dr$U^TjusG_bj;%gO>oF=EO1&90e%fYZ`+UMo!1YZta zq>7GXdLuR$!lVPDO}llkY>rwo=AqF2><)?Q!>;QK-{Z>xs|cJSev3(5>B-9Lk;a?U zrEwZH8j~~HyxQCBuejw1rA#~D; ztU~`E(>y_Eq7fj2!#F~U(!D`4+GWIge?-R*G}-it&}S-82z|C@%J9m+bM$2+xxaUm z!O^CpXY5jc5f; zPofKNkP`{o35pS=F>@sP#n(_Jbfw<>BXkFGZqug-SQ}~Qnq}p}vNWmv6la0Wqyk{H z9T6sSZbl8ZsuAxIE=ajjjzLv_qoP9CoqjN#ZxKX8G3sE0^rmnx&QzG diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Success.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$Result$Success.class deleted file mode 100644 index 836362b99a7277223b5bf52653d2911241c84d4b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3638 zcmb_eOH&(15dLQMS_v5z@y7TO8{0x)3$PPA7C1531Yxipgzgzy5jgJAhGC z7{J>ZVa`B1q_IR@=jxER6=xjopA zA<7UPF-*g`#BeITi}%}@1;;kbQm${F;c&X{SU@Fk;P|vE`GiTXx{w&Jp0Ec*s- za+_CmI+%opcmhpmW(cMG=95s-l0XEl6rAl|AVVtPsDD{Ww4);q1)V#${Wy|HqFZhs zWC%OUhG4k5m&@ErA__cS(j6~{7+TYPue-+3knXE<%#a|3agVH5HGFUBOwp>YS|;&1 z6kH6G_eE=UouT}8_q$IqR^ON-`vDSs9rDg82Nd)%BxSh0OZo#&PnY3kdOyH&uU}F? z;$K2OAo7!}Z(qQZIEhm-yweP-V|j24J$_wEds#lp29EkqYLxY<7-Z<(e!qsfW|j4< zr%TCHyI+nd210_jEm6vr-eA{rAX(k*_g_7Z$VBYvvW^`xSTAJkMQbiZN)0S1P ztp+Lb2?_AALve0>Ro~_KLg0LzztG*A20mF|r% zafcI(Qe6vC$cp?h`2mGdCi$0!Tv75UOGAt`ZamB+lujkF@z5O8XHzq;gmAT29>dnR8$LfD;E?R!`;eYWb^xISdD72sYdO9 zluy3=Iz%!>i%-S1MtMR?rqWtdw`=8sGPv<@SS7Qr8F%IyqGQZe)TUarW>QQIt6EEU zxRVXGPQH8;B6DpdZKpY-d535E5u0uCERk-4yiat8RaJ}6wtDW}*?bhH9hE|(jRq~b z`BRiyg|bAiCFVC~hS9w|aJmL!y}|oSa$5c+VL11H8hQ+$Py%lCl$c)^7@D^J)tsTe zdZtX}FkUc9CUfmh6bd0K=r@ukMpzOQ6-KVK-c(0&o+A#I&wd$g7&&dpx&C)9J z$~?CXx%P#-5#%SA#{2=iGo$Li~58iak_ky^Sd~w zjail>9GkCtrAT0i%43AsjM12qt)1qa5?R4Ct*MvOdXd&q$vBM(8mVa@gd(j9bWWyy z+d%5TbEGoQ(3a_cg09TK6ZHH-8w!@_E0v>IhfedOo&pZxFs(?{2bD7kr}*#*JfPjU zLLU#g8AnK2adERGqa;8i^DDZ3rpY!Ae4M0rz{l}IdWU4kaC{ddJ#S+q$U`%F>)srH z)f?tUy1NI>I8pZ?sOWmIo8nGX>SzeN9E{N@xz{}Ie}i(jf8ZH1G7`^@N3~X`TB}p7 z?Vvin9@5U{%BJ<*ywDKonp&yZu)2H}g@kk&n0>+m*i1Hv)&Z?w|;YI3teqLbbFrJTn#_t8n( zV=}8JXcECPeN%KahEMTXRQ{ok;d6BPk0S(w_7&X63XN-|HA6br7ZA$hMjkiw_!zS^ zqL9ZNZY_Wb%;WX~x&#gj+!44d&@PY^xF?_r#08EB92MvgI3{phpjY68z)68q0$1E) V*WB-j`^^e0piI~*VPBx%(7*d)mQ+ z9Kl=EpTYw|f`>jpQ;RQ#$%)NI$&Y78e=FVS#|NaMnB|KtS;L>YF zQPbm15o+c6Q7k+W?#nm|+tlOL`Ht9#qF^q2z`ZGkbkiyOUYzP88r zxfk%T>3!MQ6TV(pe!YvqIXlflmSJUpeN3%#8FXS{!5k2%-tm2*l!Y9F-4uEy3N>8< z!w8rH@!Wf8!?xm@^~0Vnrj)6zZU7WP7u(nVX0E!old}znV$KU zA**+#VpysTaB#xTOO>9Uc=#(kpV6KN0G~?tOeE_UgS5DjN@Zc0K%a+nJ0-t+Wu=B7 zPwA45N?{bvc8BzjPeqAKH<72?lc$@=)9sU|d!9Vqo*>=y0LKC?MLUDQE$8qC!;My? z0~vaI`)yB>IO328UNuYvp`=gBd6V+s?+U+_=AYsAbf0w6m(kagifLwZ7*{cAV*=MG zt^72tgXS^S#|7juMf$()?4TFoMB<8LEp$(y*if18Y(L z4>E}=#Ram)$uP~L?%e(at;yz?!{&^NF>j2H zeV%iyNu!c`GEQDT^+p|gGFQwNjR&k!ppj8$_#_^AGQM7PGBh*$_0iASqn}K3GMgK6 z%%f+_7%9Ab!440Oo*AZ{&E2f9qhCzt<$+1{+1Q?Au+oRek|SCEaaDVKLG@uUoKt;T z>5HX3rkxCh-pij&UOvOU|5DH_+-ER*;$av&E*UPpVYfxa{n~mb)UqwA^zA80|J%dU zGERkhCE6zDv6>9UTBqF*@ka6oG8Ai(&x1`K%Op-a^L5z_xu)NU>OeINMZ6Mlr396F zyB>97U#!Yx@zs=b^Bl&@Ux~OawHDj;PQ&jlr=QKhP@+i;(RXR1K$-lQB9rVeS%wje zQaew+N0w5Jq4J-||3;311!|M2z&BW=cDOeIV{j;<_i*lF>+It1&s|)^Wn{X{_lYVY zDU^%jFYs3R5c%g6_Ve%dK@?K{rS6<7XAX27H(rOm*@Lyt!an_1*tcJS9l|n^O%kwy z5Al(iheh69s=ax#b7Xs)$>5XjrXJu^vft6E-l6-ywS`O-Q&qfM#e29-7SmPCpu7d9 w@IF4+!X*VqVOGIa@Vc$7P*51@`ZQWps3=@lxT7$qa980T9ukL1{1)>60AmWKtpET3 diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$execute$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$execute$1.class deleted file mode 100644 index 50b85faecd3237088b26ad2d8b6298820dfab000..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1862 zcmbVMU2hXd6g}e@yKxK&;kyt>8<#o;c0)^{#Yx)K5Ln3+M50J2PZMV_ldNaZ?ySWl z|Dr#kudP(5)Q76i{3yg3J1M3{wd#ktbLY;T`!(m@H*f#^3&0BQ39L#T?pxaqWm_4S zhAo?@P?@eytm#k^Zpf!<)7p4Fv7LsDW4RNnih7}1nNyYPMF;^JaIrT2t<9V^Dh>C# zolqO65+mcVVGX63blRGz^E@tMLLg|4cy&kZWbFsa$zADWT|hh)m_Cdqpo3uFQ5sJ$ zm7mFIu9VAgbp(nBG4j+BxFL1m(+v7)20qPTAkE;=@L-w(g=KBDTNQXxZH`l@`bUx+ ztVVrtOW>FBY%gzaK2~WKyZY)VH_O+?ivImK(}j<;;GXHUvLtYGEPM4bPU6%gayTup zP#s;HGLGYH33;3o$a~)cKaAyhAQOS9O3M<3%EM7$epDC&N44qNeYKIL&z0E~xLj@S z$*v4zY1-k#ojuiZ^~GV4K&5GucDSe9P9n8QLurh4y*5b0pR#^05!nm>rDmPiq*fv6 z{kFjDu&Xi_Q1ONRLf{BnRK*53a)0rBtKM>3He z#X0$bS~)UCC5>37sUqg5@0wO@Q*Hb>d}fKj(uU2FmRi@|<+%f+TSE@9#Lv(BRA%52 z0?f?#7G#R6l;&`Qlo;vpV6)9q_B~H4+9ZQe|IQugF%N(fG;n87!U`sOw!BHW7bZG`V|J3<}H5mw#-!|n_A diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$executeRaw$1.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolFromCallable$executeRaw$1.class deleted file mode 100644 index 86bd33408d05b151aa80b0aaa80a78224d56f8b4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1874 zcmbVNTW=Fb6#m9BcHP zkNljfPp!m7>I3R?e^kXcHYrYxYT<`DbLQ-sbDQs+{rjIkUjbObJ%Kf;!vkyEp=>MT z(y(O{6)Mx!i8UQc!cF-=ZCM+yC$`g&aV&RZRZ&k=D|2c?KCWCVLI}`?i?#9BZRWI5 zX}I6*gxWZj7#W8RYbed6)7C_tM{yAo0zq@ctvhNrYyY5}+>=h$1;hh^>BE2mItUIN zrSSx_`IU_3O1TVIN1*gJObS{8H>3`HvOz!Dz$Y6FBpV#s9!yrCu&j-Cs{+4No8y$L z{*F8c3sPU)7Wi#E+sj*98!F9WS6?0FX8Gz^(I0tidhx*)+(VsKmIQ8&WwKtzNBDRW zIh+z$sE#gA87Fb3ggnj)UlB?d_Wr5dZ!9 zvrJ@1abO-%D@Vqtq!G(BRfPTYUDJwfs*RtE4=oW`+O%2HQtR5gJp0Dz_K-s?@$vIM zl^J-105dbb3z_07r8(RnB}RHY*l)9xeaq7dcc1uF?ecS+u3dSFPyXOh;5*X!{wJKn zr#w;VjY-eV;XJSQjekgkpY^o8$-BIj<38t2UaHlep*DN@>2rAQw5a`st1s~7?^NhJ zIn`JG*U22NGk*TNs8Qg4f&2GdMZOj;lF6e%TH?uj0nXqKY2L$#zJ0PqtaHCl?il$( vO7g)D+XRy+?eNQ#CuL8Lr-a~iiWz*xsBi9IBEr`ZZbkS8wh5t8JELYe>>`P1^t_WW*s|yS96E>6+}l?A3LT?)_}i?04?HlCEvZCM^AL zB)<3DbIf2|Sqv?F2`%eA19#89;q4=I7cN)oj`VcN+O4IX#sz<9a5O z&FgB5X1phx?-@;}+XcbAlDD(>05rieM>2OFAC9Loc_Ww6)A6oMK1U*{r0GXcFh6=1 zLlqVZ7FSkV5E>#i@L(|w?MieQL>N~o0!sypDk(IGdAM2)iVA%BqbXCce#XVhnKeaU zH)P~3Yj>nCxT=12)iPC0{CYB!74Kl#v+yZV`D?a!yuyYhal z7R=U7MI$y~4C*|lf)^`Wed)BAMlPkNQ}2h^B z)2?XmK{TRCLj#%xnvqFn2aK(`A!_>O`h)My60rk%PLZUT7gfR`KUxK|sK?^*A_rk= z(?YgUiay?*GV|?0ti`%owBb5xVd6VKuBVlnse26TBy|O`5s6xC0M}I((!*mbm{*`_ zfvO|jAU0!*qWV5TvS)Poh>?qC2cvp!XjCD!86C-GkEaHVf#~q4nU4X7Q+A--SZ^wCP*0uMu3;N)s;kBho-a3}4hLObj(R7mq7ysA^r5>1SC{B_ zrPIccp6(^28=WVT#)v|8KXwZO`K(PZh&|Y%kaI5)yUcPnw(ir=gI?N}i#EaB_PzTB zQO81)S*~cgNHgA1YAXP^h4yt%YDBQny-JrurM<_&)2VrVjBqCbLE^X>84R8@fr5tE#8QxONJ6YB-8xWZe>?v#rcAgH~rA<>Gz} z+iO|wEUO^{ifdMBv^9nvG(cO)=`?h5QaG3vIZK-Cry=DrT8jfXUeMWu_kNt<={~BP zJ;n*LNDq2j5cl8%wK$0nl821dJ@L>xXc@%4_>dZRic)gKuvbsz{J4)un9L53WHUVc ztwDSgAJXsDyV!yc@Z(bo*IlqqQ?Np$YCNvt)A$8Jb1W6pW6f63)m$!` zh?U$_jBZ1^cogk9x@l&UDPqKo^N8&xmsazuEZi0>nG%f@wM!S`!k7x5+v!zlGn{@SFG@SGdl= zY>9XuZIk#yOwHer?l>QO_q~Uw`XTcG-@17dPSMIq?={j!sUp2gjf4hwO z)zr$6I?(^2Y8dW{YBx4+`SBKubOota+EgKOIn2_M63h>n(CEn|5h})%g|$DMn7jHXFlQFl zRDO7_FP9njYK{+VXN5~d!#m;;#FGTgXg(WVm7_ZtHdaNC7=tWaMpxNM;;QJ~%s`_> zj}Qbog>qbRfr)X0Us$r!9P`?z-z_*) z4s~bXfH6ZUzIBdG1@FK0iUeC?ke*#;*GL^MYP?)hEjm_Bc}hxvF=J5Xs;u>GnOC`b z<+jE$N5!3YtYy`ZiInZQrxa)z)+ui#czn8g)l6G1!$PG6ugowRPMxXD;192id_||o z9YU(&t)K2(u41WKNxI~kzBBW|E&zu6j26+Ym~j@W*Cm9k1VHaXPt*FSO7zR}8qZB zF|sbSq(s`c|L?r)rW-b7~6|gd*8wdM7f~=wYJz7s0{`8&9>>^ zdg(r&+9_YK%Ua0YH7_)a)MjtE(dn$_?7C3s($m$~D!XW-Uv|FNiLx7?I=Gd-HmP^h zeqh;D7F?&FRwx?LkT;i|?t+f#vV6|3wu3FkDmI!mGr(Y`**=r6D~DiC+~k)|O33-P zAy`o$HBG?k7nZ`8O+U~tJ1OfvOV&P>!ZK?vaIuD=Z<9d435ZT|md+T0p5-n|)^<`LV=#3Uy+qK4MYjpCs0@v@x8<0?2 z^suXZPUf{@QK3SC{qSM;j9q!Hp<8QR(c09y@%luo*4nyp?TWUhwnXd34O(m4`s?|y zF45M~Qrdwf0IlIY+y*(gZsUqpwPsVB-Q$HYW#-la8sUa5XtkT7jeWMI)hm9_N zE;myw4Q(xbho)MU51~H0SrD^7Gxe$Rkt!=@8F@{b5tg-`l@65QIdo$-n>X`0eZ>B-WTKVziYj^! zFFzskD>QxmK0bM*ReE`^CREh$9#$Wi={_g+@q6;5zS$hls0m)_6&R|(X^BFAv0!MmeKd%eOQJB{SScoN9gedu1i3M_i z?;321xCSfuMA{bD#5A@Pj~=U~IP=;&K|pR{-(0V=6?;SWbq-=AY%?3@dqt+I;RP&t zo(-E9B?0jJy;?hH53tvEs9!rtCM-`;CTjN^DF-#TP7xIT3)RUO)=VZ{?;>62Z0kW) zNwUe%+j}vGWZqO{&SSk`cjLvT^VlSK0)F3V_`Hvy(YxMfzrR6XzihntBD#Tu?*e-I zBfhh^`5gLQZW_md#xWe?E#dR7uZs9W+8FK_!(b>hhV=UCh%e#4fK31V>T|ej9A+Zm zU0)ONp9j;kgci}x<3|LKqD!?t%&yuE-tBeTxp{&DiKzfdH6g&>BTLl-}zD`fSwEZbbs?XJfQ^Rm0NjTgQ~X>@ngdc((n$p zpw9aw1(>t<-qm4ccLBp@f8f>tM~wGmJhRd zc@~>klKmRKg>T^7?0=nO-e5sc>Gu)Rh|=nQ5l_;}K10jwXh2;0"$fhWKLes&Nsio9bJWXCui&Lev4SdnDdCIw zUck%Y@p~UdIO6NK+5>0s@@dSzfS39kn$F=>d(c;U#_){<70)rxk_>X{!hgzE7w~Ve zc?{pAF)h1**ZPGA_4m%=4Rvd1Y`i#zKRJg#8^@oY#b19Bf6rmdEz@2`)Bcxp`1c4I z@p0WTe7`?Z^%QC&RnIGW&Et4`OuWx4W1K5h$`rYjt?outuX>xJ@Z+U-cpR%8Z41?2 z#XepwHE(01+S2uU{`#h!U&9Vj3wKa!12jkjk0Fgu;uJoGkF)O~zWWTvJdejI*M}*` zPgpu$M{0*?8#aC%A^_MDraYyZCgtG|2kw&qTRvLR2c?EOE+EPI;#q%@;!>zG%R{j# zfOPOgg5}gCb(Wf>&eDK{N@`N=fin_PYLYsoCYfUo3K!KRp&yo-geP;Vn$F7n>D454 zQ`IDOmDF^a;(nTHdWLFxmTLMe)$|xm6@=-(u6rG`?e1~`f0Yx zl`fs?N-x0E-`LcAPL`Gk*V3Jq={>tT=mBAYTP z)e?o^mwsLoyl*F=j%xL_PyJiO;-q!wXZY9UCPesQeV26e{cCLPW<>Qpey;g0`>lA7 zc5oYqd!$DWQq=#ST`;$~q9keB?BWnb`~)@F#-h{OgYb6Ax-Pk{OV-Qvyvv3z*(iyF z5L4P^(?P5>Xn~0mT)x-Buf@&H@_uqY PoA%g6v%67UWySvjb}F_I diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeToolKt.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeToolKt.class deleted file mode 100644 index 68a01e47881974de9cad31a533307765bee951d6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2016 zcmcgt-BVjd6#wlF-}8OK$dd?rt*b z6aR}3`skB(>{v6tIO8AH@mz8vkz@wzgAaGl$L{&qbIxz?pD%xT0bm`w3`H)Trtdc# z-Vn-Y$Mpl@2-T5+uUe#WYW%U-_kC~M*kBBk$GpQGkE@3Bpnfb|(#9B4#t+Z!3ElP# zL!(f=$nBnRh3tr<&~?wOJb$54KbL%D!SLPMeve;W9cgXIy>-ZoaE^tk2V5%caHV|1jr57%_04YE^XOE3%{-BMBY_Eqxu$PCshs0Z%aO{6KylBh zC=-ymbhV934AzDqsXU;mg-#mf`GXWLix2D zm0_YGOuy@e!sreT^&o}UF_lCb*BDkV3Vg2T`7JKJb|7rL!H}frn?99C(a=p%__KRQ zw@hIMnK0CBSYN56*`UG=7HFUxH!zpPG~QxxUNI{hZ~up@)Y`5qG&S=kK}OLKWZl!r z$kqjM+GLHNRlZs{-7?=i71?O0vi{>Nm!%N5r5*&JPA=xHA%=135b*9tDQ0)d&ka!tf(* zI6=i~bz<~_S>eLM1q`f7`mbduEfROM#IV{uNhiA}No(5blOCJNOmU+1$o$&R|jaBHOXP&FAY^}4tac9Eg*Z>P@& zO>?}DKRbd3gB?v4Iqs)dY7#`oHvJ>=f4OG3+uY$#_j%nT`AStPvDNJx|SIDSPEFEEGS@FBYR zg7m3gEG(cz(tY|YGOQ4d(@uium-N{*m#0Du+azWvLJoKFNqmAHnjG%Y1@c5cC0eC@ z3!B&>x=vOOU1#wSu?m(dSgzoG+#wbpR49d&Lokhx@bMwy8si$P8fA?&jgrRtUtefZ AOaK4? diff --git a/tools/llm-bot/ai/koog/agents/core/environment/SafeTool_jvmKt.class b/tools/llm-bot/ai/koog/agents/core/environment/SafeTool_jvmKt.class deleted file mode 100644 index a2242a3e5ec03ee4eea54e24cc80ac3c976c3da0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2101 zcmcgtZBH9V5PtRy95^NrN?IFI;!x874R=6k(!@YZ-BR2bB4LCSp|)C%jkEZ?7u~H< z`;AZi5&Z-0$9_tqMoQf%QlvL6eAM76rkEAJv ztPafCZ4otny&eXQ68C++?+b=#x^j`3ZQ%)dBo2(JSVeK>!b>OEI;|Cw+YCQ0@5J+a zmDd3mSO0%R%R332;%bp$@xMF7MnA(qP3ZVl4AaxyU8Ko}k=x9bV=RK}ep!55JW|7Y8Ag=;7*WS|KKM{E@ z9m60eW{_hT?J7GFeCQPzXcs;&}O_Nsd zr!j?_CVXUR95eKwf_^Nc!r9ee=|Wz2DFzJJc{?y?D$bx6eQ8*5h$V$Et|uYGl}h5_ zO`-V#*PPgAHI7nL0WH%p(}982N&cNQt9hCoEHEs!jxVQM$7w5ToepE!;nwk3|47e> zwPDS($)5h!@vt>(&8If3mp}LQn7fM%D;K`<9HJ3KJE;~7m*T{lGl@l*x&^XZ!R`#D zjZcVzCw0S4XiP?uY(JwOou3~zK4%y@d4)p>?9{0g^pt`F!Z}#g+^cW$Cp+;sV5lOM z*lITRMVLrNDuKuST^>qvA`uQ$WleESMTXM8tds~#K93?1QNgJO&CnC;(tJ{K+fAiq zL+r{(((N@vQLbg6A}ml2^q82^IA)T9#xH601I-zYcV?er@K20B$IwHXzV$2KX(9I$ zZal}h5ez;YdG{IKYhmgsrsD&%bl?}dn!*P4HmvN|HgYJ_VuF^y3$pk-vS{HN{=hA~ z#5~P!;}yQ5-Ars3AJ7hPpPB`GIEOjH#@g6ilYk`eoqYz^ShCv6&9?cSD(NM~Mo9`4 z>LCOrVicCBs){$u_yiz zPhO1&5=~5lH~%Q(+d@R~-nyP;???P1w>&6h`V; zCR+6<64s)mCzY^LtD4sF7#KtTNF0kW7OE4zX&yx_I|hfr+m=e&7YxqIYCVSxyZ|o7 z7+m{K8ivivf6jWw;BU9$5o!RQLiy$Deyvz7?c^|lV4Q-J49gXrbi$*^HWMM0358PH zjy5)7RoiMmjtR=G7I$|TW-6D<@7qMG4&^2q4SVsTQtK-efo!4rT+szyqEi4g&5wWK5Fg z{`V8UFdS_04fb-}=Vu>0*XMa>Z!+&L@{P>fvy&RdcrYAL$h#6c`{)rRyuHQJvDxzr zuBR8IXI{D6)2?M$+UqMTdr_J0Yh*KyikD0g2_>zJ70T8{+$RXPq}!yXDpEz&eyA8G}u_nM>3-D5NK(#UGOAkY-2 z@rZ1W*(70Nt2csid;CDp&jbdc9-l-8@x6C zDW1G~BJp4vj{Z@`H*J9m2=%Zt`(EDXy|=U9dB1-D_zB=O78#PQk z7q&Rci9_XhuDzzc@7#jpig%~ZAQ;192i#W0RZh7b3@|+F0NnJ{hF5X(Z6&)HUR+OR zcxm7B%Oal){WsI64$Lbw+Q0K5Wm>ePj9a3|Zk^i;`l?SpFBc3dTVmzV6fVxLz^YTa|C@+&#z z`5EpPg-=;}(T9OBOhgz=^~sTR+Ue`R`>OxD%n&R$&yXQ{xm{hRKMVsS46(`Fc_Sao zjZPTm|F3g~!BZe36whZcO2q5#E`^ei9U&b Yi6;_M64Meh60=BBMm+{BglO;m105%;T>t<8 diff --git a/tools/llm-bot/ai/koog/agents/core/exception/AgentNotFoundException.class b/tools/llm-bot/ai/koog/agents/core/exception/AgentNotFoundException.class deleted file mode 100644 index 454ec339bbef1db9f719566cfe3979ab0b815d2f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1012 zcma)4O;Zy=5Ph==o49<12pCX71?8)BAX;8fOGKzjRX|HDE}SNtF-)?VwPt2h9QiGt zyn52|U{M_XQI@?BBqbbj*q-jU-92x*-|s&^e*t)j6^3U*@m3r+xM)c2EDvKNxjYKx zXQyJ#H&S#rcH42H>suFa4veAPN9C4oC@p*HG7SC;rImZdFtJ!|ijLrs&<(!ljM9zu zrG19EYHS+3DP7G7r7ag)$4;blEGH_vNffO!YsLYqTC*M)~NY;_yF7e=%tB{D4Z(s);E%FwM}M{Ec~7!ELq5r)m)nlAO~bsXNx zPa=ujCUJKr30-VmJu14RtRnp1?l&%l#SrYpi3#PlN*hge zYxd78dJ?e)k9O9b9Ieo&_#uTG$dCsNuM}_m!07S{`;Ou_0z5n->(c{$a4e8Nd7g-y z7^jFzkjDi5UnD_Pub?VgZQ@?)y_zB=8CK;Y^>DQ8^>hr3Iweo``6~5RD z#3wD2*k3TwwR)^&B$iI1c`$~79lp!`kjGX3d_Ko8a|Pg~xGLjD+!lt}i~BZ`BwR`K zny5;pMJg%{tnv)b3mHrOilKM3d`fU#r!ub2k8QT26`lthZ49>lC>6uA^2G->oxnUp zJ`zgN&=|VUpTw}(j}o!!WnF|m(%=)Vykcs#*q8Gc(6a?OtT&9z4f}wwY!}{Zorzh55G9J+fr~2KQk-u9)5LN z4ekuXV8i6jiip_tpD=EcBce~Q^5@P-j8Nw;Y5TXrsJZRvnM|5z!cc4~j;Wd^buA_p zs^~0}z*p+gwn#Vlc9^Lp33#~4Q)&F;ptqjX(?GnHrlSA&x|>o-Dp`o*M04{RNv%Dr zB8{ZhqOxA!4nnS!Q1&qC#5O;VtYs8V!+A*FT;>DL_{4X#f6MZtv^tarT#V7$M>QsL z4IO07t`h~Y0wbKRW1Ly4F>=Uox(yD?dWVjpXL~c09$e45#>unr025?O)Ypp^^lc$m z!i^G&CG=x}EN+%Ch+A7=3b%1*3!XxU!jQtSLZ`xAg;r&P_Y_7H?&DE*h(&bWKj?8p AYXATM diff --git a/tools/llm-bot/ai/koog/agents/core/exception/MalformedMessageException.class b/tools/llm-bot/ai/koog/agents/core/exception/MalformedMessageException.class deleted file mode 100644 index aecc452ef4d28a2d1f50e7a900a017035a96bcec..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1018 zcmah{T~8B16g{&o+q!&}3RqC_1C+1m0Gb$s8WAyR(xMT=3s2MSP^R6TH8azOM}CV> zzWSu`!4Mw(QO3KpND~ns_U^rR&bf2u-uv^{_a6YBW0~QJP`s5S4K5l|JIlkwNG=aU z`O&FF^QwsU6BEmNRa#4st+SIH7{l7-`YWu zI#Cx+5YUS|8Cn1@H7qq?U@giYsx(?5ufEFg==i7@cqQ-jJ3b1$!bsrdGo|CBHE)Hz z8ZG(-Z`xbQoP6@L`D|g}OG^Cf!N za@4TRq)v#@3a!_6JFZFdLDVA36e~$6qFrHB8uyZOy&7fRQC3m@&-gdacZ(s|N!liq zZ&X@ns>j*wGWvj6g-2uSb&jU!Q+$uY4P?jzhL?+1zF~A}nSDj^3ne_ z{K+m5S20czQIN+3oiC7|qj?}lj)%olJBKCuzohIW-F9scnKDXcOqDT>>-5KsGHzmK a56t2gZto#yF>Z0kB5!fmV!*<;nEefZ0}$N+ diff --git a/tools/llm-bot/ai/koog/agents/core/exception/ToolNotRegisteredException.class b/tools/llm-bot/ai/koog/agents/core/exception/ToolNotRegisteredException.class deleted file mode 100644 index 4563f16498f24b9724021a79552bb48e79ec5adc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1375 zcmah|OH&g;5dLNZn;6l=s62c|h#;aY4^ax#5>d)j1+;|1Lr%kH48v|_sGUhlZu|_- zp1gX};$Tr6{ZW>^WYJhgJ?w0EPk%jMzrKAx_zK_=<{9R>^a8Ex98l?~AWOfk3*rIPkB!^K;b9p2(z z$W`52w~Z ztKmsSR22`svWf#5>6IodK(x(oq}?XTSWb;# zc;Cq?iLxr}wywS4sul`Us%RZFce_ySApaY1V{cbq=~ W$QVo-^cuJZ9v)DX3`H5F@7xayUV;t) diff --git a/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedMessageTypeException.class b/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedMessageTypeException.class deleted file mode 100644 index daf493d991eef1b2863aafbb1162d50ed56db765..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1028 zcmah{&ref95dQYHyw*p7QUMDp{s84ybOF7AL_|!Q6f}ZddfL9OW!u+%WOv)(jlac{ zS5F!bhH&(cGR~t#nn>`lvoo_Zv){~ozkdJt3E%~m7}ka2%{Z=eQJ30T9>zv;c^t|k zr((@NXnA}jLnmuH(prky|8yj`FP<}C46D~y*i7nf>$=kYc_{{eU1{Yu7{=$z4bc%i z61vX!oKd>Iws62OQ;toYH>9f?p|s^f>)43|mgT##+igeD8bhYl1(rpYVY(T+NNL{a zw7Akv8Z9DT(n(FLLYqNA--U-VZ1xJg6GpTo1v1R_!+2Y5P}gf$0m~tWp#XyzX4vY_ z=|L}Fh2gdQDB6+RBJ9qzLl>JJVVcrVqd5#9A0UlUhO|3WmSLlO{YjXlh$=jUq_=p7B1IZ7v{bn99V3fN>>CPS$>HHKNuL_@ zF^xIWC%S>Si7~P$1zC*K`#k9x+6OYEcvv`>vsk42C3z?4w_6pYN+^~vS;7=<(~UbN d+{JVS%;FyISCFw7vv^>UwRmVTVBuTL`~kA@6(Rrt diff --git a/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedServerException.class b/tools/llm-bot/ai/koog/agents/core/exception/UnexpectedServerException.class deleted file mode 100644 index ea101a8e45f53e1f848763613f1841fd2c0d9867..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1018 zcmah{OHWfl6#nM6+}6vZr2-aIe1P(bPC*l6szyXeniMpmY*t`<+Fou=O!K+Eib=^=}_Tf?t{xhYOd%-Y1Uu}x6;E~V` zzU_?Cjq<_{!%Q_c4c?TlW`xp~3$0@(5=NG9#crz;MP-IeTUtxJv&b?`w_+D5&70je zSK3LVMZ_yQ$!S$+GYIIra8HJeY)lyp|tDCvt1V-I-44VzVhsOByP42m{CmNMn>C?e>&qcv`)@r~e!X^`r1NXNJ); zQk&9=x^RL5y>>T63*aS!B?1hrMg9YoSS8Zx%M6c>4hw--^iIyvVc_LQ0xz2?9v!ZD zCH5*;@bli3S4tg!^3&OLe&G1C?q7l>teG`3#nXo^1B_sCpDiZoz&sc_{Ra*IpsD+*u8;o&|>p9=Ib zi8<0IP6KfjV`LEoS&Y;BJn0#l2Qs91SU8chSfu+Uc_-+%Yr9BQP^@6Gf+<|58#gMr ciRoQ1i(9z8i;TsX#T|>R#a)X53*TbqH<}6&GXMYp diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentFeature.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentFeature.class deleted file mode 100644 index 0ee675831d1399a0f2a18434425a386e7f7ea3a8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2226 zcmbVNOH&(15dLN)R*R5e5jd9R*pXw0H(D9L2*MoKI1OTv7p-=worMZF zRenkisa$g-IiythmQ#LFDm}X^5d`JJR+VPDr~B*a>DT`K@1K7Gc#fA0Q^GbIo>wxxeoDb@RXqc70*H(iE=i1tPFLqBp!?gkfM77;W!M|L~kUnWv>@>Rr+7qhn8czR%LRVVSb`> z`+GyPv9sU1QtVqQ371p;-bUxHM4YF>th#~ayTS=8SuP*il#>VV${eLl>^c^y>4)*l zb&N9HZFm8N!8|x_ns#hdS@-E#c1@=65yOqz8>`lclmANiqG{3X4C7Zl^}Mz>m61Bd zH-kKGrEwDlh96z>q*x1|QrxwOl0h->imvC*hN9r)&?-iyQ1teT!Y-*sE``M}ODdD4 zxCTlW8(GK444MDCn!(-Z-cJ}FeL!QUa4&-_1_!`#pCK8%u_eRImAQ$1>h$GmG+Zd$ zS}hzI47tm7!7zIrW8G3^7+#O_^{o|%JrM}Hfj5s6H2An$m|DQV8g%}Xt++B#dk-1@ zX}6}*JkQhZR(CUqj#;kvrMbb=T&F*2aXq2$=Lw_h?Uuo&c$pK)j0921Ir^_}nr=xN6b>8SJ=(%K$ z&$F`j!`ZJ%GO87lddkq>p0al9>}Rf}llr|fJNr$`y=`eUw)x&11-LVPp7h4@TC;*0 zqBH-Pid>?hX7J-)Ti2Vw15ugIDs4*E#R4rg0*3xgyY7bHA%@$pk7$@TX^I}((x&cQ zKA*MJ&b`uZ=Uq@su6TQN*U&o6vW=tWuH|p3MpyOb)r7Mxd|UDH;jP%{_7xYVH@zdj zX06(erBQ6rr%DM)^=U$i_~*oN=vbm%qe%6WkR~@&dqlEKkBoY!D;vTWgv;^>*j)__ zBY`hTv`xFJ*ZfTG#wl)3P3P{MqBz~gr!#-xK?1*%jANNrb-9Kyydb(5VelF8>X*kj zCP=QRQA`qIg=mGy(cX1ogqZLJ1dn`A;43=gSPTJsB%PuNOz$93#Y`2mRg_@Tj&cfPN(@RE5|#e|$(v`i diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$Companion.class deleted file mode 100644 index 68f2b9ca941412d26f9466eb58900160f75d6dbe..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 925 zcmbVKO;1xn6g@MqUp%Umq6qk{D4>B?NQ?{Ah*guuq6ST4!op0;P=>zFkT>&)%Z8ug z%B?FC7pCdbA7#Ar>PO-ZH}}jvcg~&3J@@;MuipSX#4^J@p`xBK-AHt$b~fsmL`M5k zxRh|KvE|v<>PW^)%f-6s9|^6DE`l*s4#lyEVxhaytM;MnxFQ0E!ULt1d&Cedue8d@ zqYxs8B16s{D9doa`Cl(?GORB*d&bd6qQm2Uq_mTX7IE}c?u#^bb)&6I(vCC9wn%z1 z*<5Lb;Qr;A#m?X2`+insSUX)ehUwpeZRy0GaDx8C`^N!|lKa4X00Zk0|3UezMyI`X zhG)Y;HRN+VhJ(`RB$yixHh7IanJDqm$3m{eE5Xj$N^XJI^6y3`IpTOY z9E?5{3clF}^G_6F)9uQHVX3K1)K%^vZAZo)WTW*X@^wYVyl7?@>8F!pgIB%540lgq zLJ?OOCjNNOQ2l2w)_RWYt(!e+Jk_K{d71XxGI=Z7F)`Jq>4>-`66Nz>WVxZWOzN?) zR?a-9er%k-rW%r;%Zwl}+-yL&S} z@(KJ3eg&8jo$ch1@0|M=xs0L!>9@U_&@zO~&* zc9roi>ey68Pn7f-`D(lxZa4ISO0-e6PGX%}A1K|XPnGO#q_(ejRqASs6$k-3^Rx|q zZ07lsi}w1xNE@$GBa>*&8s28oYir`(K~h0cpxCZm7no}A$-aydX}ZzFojuj@tz5Mz z&}@%zdsppb-EWkayV6VkCZ5pWk@TDUo{FT%(!Zymc^r@7=?TV0g$^IfcdLqb@!l8;I4>|;9}PtnXK`^HB}@yHLP&x3n=D3PqSmpTSrvv?U}jWG z0w=ZU+kLf}xdUZ(1+LVGXMAq>N}$%ZX*b$aekYaMxJVjfeZDjt5*f!&(;t5rMD{u^$A!E`{%OkeEej&F*r4 zr`on7lP#I*0OO-T1jaUX*W}Nhz{PJfzEV9Eo4$6M>eYYXXK#*bH)JY%iVxhs%&M_5 zDqTyYbBd#Q>YfQNj5gt!dTKcgugSm1)RuFnG~pid=jCf z`ILBUmh*??(mv_lSkm=yE-e~-Yg{f=LUSfgLg~o4)e!`9C)DL2u8`%CGV;Y|_ zZGkUo5qOP!ji38zu^4l_nAqktql%N; m)Vv+YsX!(jGoNxegPTnH);5YUK8x{rj4#lNv4rIqD}Ms{(emB^ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1$handle$1.class deleted file mode 100644 index a902ddbc3a6c14f17ffc792a3fd69c6274df3f97..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1769 zcmcgsOH&g;5dLNph=d>^Di0MzSuq62f^Q9=F=Dw@K`pVkaGE4TGGsHG%5G8|`AJ$O zT6(ZN`)B+ImOUH66reen@-W>!Gu=J?_@=-8`1}RHDxNUpxwNXTTef&vDBrV+ZbMi* zg8NP4Sv#vwU&*>~q!Ol7zGxIh-Ouijkk4=AxZ{}1W`(PgBh2Lp7z4TUNn3kzn?9L& z)^4k21-6PiR?by)+T^};m0hbl5ri1h`7TyZMWI>V5I!$)pJy1@4nyKteCeuB7fuK; zzLOwnd9)O*8bg0OO4<||a$Kf$+Ua)MX`OcZSK8@gZvT`vxm=M-`fCi8WH0KNIi(1l z)ym9mF?{+jPpvHWBB3K-WY&V%`~8aa%q52PUU<*Ma2^*1U|^JCCfU7sF^ph5iZCV^ z!a5X&7rhANcbW`?X3-^33yp4u>25(W3`x~;t75b1)rBfC%qH`@yu~ettFra7uq%pw zX71z>fv+LFrbCENoV<CN(ZPs4zx%&9tpaC}j$#oOL&Q8R)yQE#IwpxxYth7jp$XH3 z3d5>ept)r1Ni7j%!#TGkbg|tcceZ##@`5AYXu>eCDa$GtnG7*oDbdI|-17thYj#t3!xA+rtfPoScN2)mHQwn2 zx{pK+S|dmh&yciAT*o??nm@o;YT+X;zN0O}3eoBI6)xd2?MNwb#R6#(Q)IeIvVn8t z@Cs?Oz~wqw=|?8DOEZ;vk7QzQ{{Tsn##rhr=09NREh)4g8Eq>cJu-=9iknJ@HPX>> zE)oaE13k?j(Jri;gvTTqh#*V+IZ1sa_j^RnY!h-Zfao^e3~Cb7WXQu=410*`DLt diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterLLMCall$1.class deleted file mode 100644 index aad7b537977dfbc92ee758cfec4c4bd44f41dd9c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3871 zcmds3TT@$A6#jOA9&#G4w$+GjqfHA0XbOd10Pz{B|zf0%@7i7c-Ny*WP>Wwb%OA+TY&4{r$s_ z0Inb}FsvEDRohMlwUll-*9M(XbqyGS+m{uyns+IeI3kuQ}l*3bEMu zux6V6UIjv+c}2@>K~u9*!O6smo^%w{2wbdYep#~?O+6FbZtYreOhKK%p&`REoT~yi zI%3uAM9Xds+mzOw!Pu(p(Ba@pJ{?@jSxLvRt!!|#B%L4ZoD=x{U^a(lW=4ys3|@Vn z{h^*M<({gZ?}b1)h@Ns3Oo^Ryh<`RH=L{>S$$*A76=sPNz3PhXP5}pHs4ZKGD;XC! zTh*@$L_JV(*bNsv0*b%rwt%nf;(kDT(1<3vtXZI@qjSy!1+6M-@sdETvutDqB2^uE z!3rE?v6P)kS5Is;$jjmEgZN-)CBgz9{b&1CWO&d0{|)>~8I?!*Re?HFOX#M6hC#NT8XQC64+ws}>RAgc#G9qxKV-KJ`2%t+vC%Ofi zN*hfV{F3I*3N$*)8T;;}HL4jV$y4BHN2R;+2%JN&iXi#~x(~u?3i`PTeJ=4(G`(he za6vjXfQters*|3A%S6(!^7blyyS|5SmEKm4>

uh7KcyD*}g0K1fDV@TNe0bRs?z zo*0e@G?bHGpeql;c-xJ)Ff4F#i?^btsi!nE?r4r4S(jH0nN9(h2a~*Oe2(pFm(`Hg z+kFXriIiGFKzehUR^Mc33-%CXONt=n*B@WvNcQeeLcLI5^ zfeW@S3CY&w({tdvxP*#=nXT&DXJZAtXF^rM+kL0(xKRZjl*?nEyJVYs)orTfsJz8K zK~(T z#>c}`YNa`KtniRh194wj8dbY|y}mtE4-necdu035&)-YaeZD1aRc9pXHago3W0Z4a zjv9!my{CG+FAemEdMWjVE)5K*fru*LjvFbf@Ob3|W7u9~Y^^by)G?=J3@u^mGxEbz zLWW7Mj%#bBep8I^tBG7Xp=U}Xo~UK%nPF4QW_3POnj%)xw6i1-W_{US6i|zpjvCV5 zk-Y#G@J{D=7SsBiku|t)*s^Rg8?mRww$fbG%2&+tj&SjnM8bxvxmmuwD6g`HTzHp# zKB_kR^Be;St)8t(Da=+@TT`Ix2^s?3PtX#0iX-1}NFdFxuQ-jPIL00oOXj5{4ZBJk zxzU1`@k-IGctlrJYTxhv1#S0ms{3cOh3dWak8!fq_whZndh6#4^5PSme1OJhXqyjo zKgFq{QhP}G4m}}vVZqn5GcUL1Pw;<~|EQM==L3(?@GUM)ux$y|_JrzcE*$dKdh5Ep z+^UwAzsJ>D%zNGU(d>0Ul(TY~SGkEt7%qw}rTo?`4LTC9P^Zytx*H|V)rflI-x zf}0$ac(nl=I1P2jxPn^F@C%&ZfP3ex*qW8%2I_Xs)9B`E*xcj{EeyH-z=G>fST#3s zhwZ2Af6n#`{=anng|FC`S(#=67l?l`D+^p3!#L5gI5I&$>u`rIPvSW9z${=2H<+0| ztZ?NGuDy&T;?z^{8GA*&V!?R1VvTEBsV_?f%qfE}w0HQe#UhrFq2xjeS+@TZHh{xe pP7uTQSPQpqp(cv=qgaUI1Kf_{LugSXkfTl`b(Z-zZb4+R@((_9XNmv- diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAfterNode$1$handle$1.class deleted file mode 100644 index 8ecdaffa28b279a0984a6564b72245c2fc0cfd9f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1749 zcmcIkOH&g;5dLNph=c$kDi0Mzi5LRxf^Q8V0kPZ?A0-wSPLs_LhHPdryPM+3PtsDf z%7dj>f0SjAZhuu z6s;OVXA>oD9EK$>O&zn@jM>yNn}1?9Pq;lZX7V>Ll?)acL~gC!3>MA^|9GAXlN$^l z|NlGlGi`@*)C`5i2z6($E&c2)!*biM3n^T{#V!~aU>MJ}&RGim7)m0JVTQQI!SK9o z6n_I`=*~JGwXo2=%rMpp5krqu4X-NJLw{GOGQ&h}ZHG6w<#JWAUX^x)6BH&-A5pi} zg&(@q-JhO<)83p0rsSPY5mVXpcQ3vz657_|ls2pF0$ zO(-+0ss$QD#-7v?b!&Wu!0Bvz4tFw%^9q-7g?6MAxnhwtf>APEAlblq za(I=rS>$q+tn?!z+GRGM|Abs-a{mB1k_K7+JElHk_B|;y9~o#WA3ZXHIl@h;!y@Tu zoHN9Mp-4~j$Fz&iHla_B zKKkUF%8buAqc6ySsLUwnn}3UcgY~=lRob*^dGN)|Wbe7Z&OPTl=YIG6_0O-r0XT<( zzy;k5FF8&otY-|{&4trW)(FoVx|?Sk(_(V;y18OlrfmdG+cmOjW5tclQ%E>-Mlhm4 z2(&Hg1wCx(b|yTLS~SwGf(C)Xdb$^Md(JYl;i{_3r2z#^0((YG+jP$h+~^*!r$nn5 zH0n@Vb%)279G9ks7Yobb`MjNWO~=lK$I8;F;ht%Mzh6z~$mHZ$36J6PJLw`wy%e+ ztX$wkUE69<^+Cm6FFf!GD8Z8H0)dK&+kx#v3tHv2Hi3rjo@pNxbf{>=YXXh#f|(Pz zSl5u<;=K$E4X z3`;<0KD>oPUUcGc!)Ig+0i(XRyE&_Rhqi^em?&?nJoX(1H*4hbmMhRvi@py*9Fyi9 z7w9S9{Fk(nuCk_`Gt;>+Q@Si(B{y{o9LyN*=)}#5sYxvnzmuFwUXLd(#V-l$@7@Ap zA42F=(StsL*789&i*`wMCj?sDg{*UL!XDF2i_9r-pu5&wc>_)&q9Tj|fxdb{+k6ET z4Dt}#T&5yzdByVKv@~i6?+P5Q&wC2a5=ql8I7_tc$`-cOT3b7^B{0Jn*^4O73G6M~ zAPGsqdjic`A~_jLjK&4_Rqj@it$c{#q8Ar1DsW_-wlvE!GP;#?b=Qcm%6EoDr-0kT zY2C5{t`q2z*|2PM1yaU5U#dV?$)~QsJ=0wXRAb+a_cw(gDdV3ZAxaX`RE*(@fX^uK zd8@MGxw>Su6MG1B1|_ML@6w(8z@Visr{;7iofL=!&7dCamxlK5=AHy2gfy6T7->TS z@e<)y{oME_kP7#4!}=p3*}8IlhU=x<4!$XvTu-rW4p+dpCR!K4%}KrCWfl0Lk|W!^ zCoe6pd&~~b?8HAclv{fd&J*eOinZ4aSD({eonxNmLIY{iBR@iZ$e3bD3ao}atEQBg z3BC0~u_-kaq)B~bvQ34T4+fe!vuXK>B{F5GVwwc9xYgFJaMH=McDrPx@|pOmYmgTm zn>IHUbSqC%_%nGec3rJir(P{qRB9+0s7PaKZy*xbV(BaRwO*7|3&3E6dItjY`jSC6 z)R!2o>cbf4uDWVyT#X!!^qm@lrp zO+959lk&rRLXt@@UDH>}{nl|-Sc&{{%E*>Se41?=*-=Z+rF4WBOneebqB4@+X)+Vbj z%1g{14?bX@WmUC5!!eN4n%P>EVr*rewT611U|*>33ED$XvHwR72`uv)C{5!44zkCE zW%W{$iaq6nylBVkc%!6NJfbNoS3l@`fzJCl+V>ot(Pn@1V;t!Se0m=p{^psYJof}g zzC+71bk2nOp5ka}QCC#?8U0ajal`l2Gb4}YPw;<$f6dPYr$Udh?q}aCpdZY8df6 z$E@cC?1o#o%k~TQzhe6}|KE82z_;wnsN7@#XNi9)Dzn@>j%!56=178eHsLN!p1>i- zfl#r7`0jhMqcvXnf? xAjkIqKm~B=$YBEbArs;DZ8T{3NW-j#k8wxCC(t#dkms5fu36yUybY1V;=d)6YBT@< diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1$handle$1.class deleted file mode 100644 index 4915e7fac53d29b284a742463ba6ff959020c1d0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1813 zcmcgs-A@xi5dUpksFWh5DjzC{a$+fP2Yzb-EfvEVjA9KhJZ;;hEWPew@2=sIKS>kO z#0O*In}3vX_9{q#(3i%Cotd4TnVs)nzrTG4u!v=bbuO)%>sBpZ70UOlvfB{Wmf(Is zIB(}Q_pRI&j#R>s$`_5Y*!4s9ve+Wwg5!FkV$2)cTvZ%l%*VkP$fi#!+MFBsr0ZEb z&AJsDP~5Q!t|D&0ed#K@zU#yhWiZ#;XuS}np!!<)yuy8+V_;hh=@U+xHJ=`wC=gjE zLelZ*C^~h9?v|HyDKo5cY3kU`R_vyZ-TWK7dBW_uv6I~esieQeP|vJ&Dxf?CeuQgiP__i05ijGZ3I<2@KhHk_l* z?2tHS7(Sfe(X9b)SSMGI_Dbye?T6;9R9u9az$`3=xN(@Xfy2TaTR4$=lNJji8ZZqg zL#(C=T3?YpsVVB>Si!9bopra&oekcQyyS@Y8Zh(}WmSdil_6;>B^m{Xd!C?n>t9i2 z+NM(J9k=aLr4vOrpoRNVYR!>%0WHnC*pQwiQ+cIaKU|<5=BQ#Z?L`W@tUxNIyPr7F z1tl1vGk`SV98rsewXeO|=>rU9XTIXfjf6r|ETl#;MyiWMM{tP@ z-XLifnp`0*{mG~{X=JmXkx5VOA0R{25X=6+^cT#1B!Si^gDv5sPew6MepBkOL^9gX zS;D|@D5vo=y2W&n@SLa!;>Z(TC8~?)ZjZo)O=@BEAhAg=y&5Dn=<{$9{T@=dOHSU~ UMAXK88xL$e#3LJz@x;c{Kg$9D6aWAK diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentBeforeClosed$1.class deleted file mode 100644 index 152d43beaa33633b45840946e4f64751fca4eb8a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3930 zcmds3+fy4=82_ClbjdbcZL2A^jW#V1peeM}Hqa`CU{me{s93RXk|iuGyO3;Bo*aGj z$v3q#KGzw2sh!rUo$>Oj|B8Qu_&d393xvTLU(8JQeCM3+eE0J^-yeVf{0o4a$P3)j zjPQzWr^8xWx14M^X=n8CqOLhPjsvj)xjJdA>84@nLBn$NOj2KS3d^_kMKTYXc2-XX zyA=q5#$_$9g-y*$hbI!tdeTwg7U-*{V@b18rk)A!6?vz)uAoNXSifNz&Mkqdw$W;` zVrBaVZBiRf-{^|%(DLwdel@(9vyzTsTiNh%iMrC)J}2vU!7BnDXUWJ4+^uTJQL3l;B_P-# zm0*@JtgMmDhFR(*a)gN0CU7dPJA)I`6SFh1@#us2Y88Rc{R>3Qtp@wdhl8;Gy9x1-5cui+A^=ATINtCO%4Vim4dJT>+n-=i^sGV1b)e zLFzCx5oifYuq)lE2f3cBrnZ_$X_C4ua3g30wP2StwCgDMCD_f-64IG*T?S+aAaD7* z`>7yA))n4>^4lTNynK!R)l*#xk%F1+QaeDo0zN^Js*&7V+`ArJf$z$-a=?4DgT1Pn z!xC0jbATfiP+WN-ZZXnLWieyAqop)Q?siiNrBTuv;*2RA9U0bB=;Pb?DU58L@piOaCG9NZPE6c zyk_PI5`V_W1}4=?aq38+;Zj5KK$#j=I|AK-eOQm+U)9c&@_Pb{+KNth)E!8-<;yVl zMjSOXs&=36?!4Z6HPTJ0Cvv^FR}Do~0dL$$TZNXFEyQ7x3-iBZrv%huV22GU z@5Fvl7VuB!*x9Y>b4J#n-T}+933^NbCAO6IVphIlm(PcbeHF1BuEs{$t&v_~HM#H} z=WN5a=JQ+wv96Y*Nos(jth4$XF6DDJj@h zQshMwUd3xgvEnIBQOW(d^LMm7!uihM&=RTj*FM9!=D^2~(Cn|BFVLyyIQI?eU!r9` z)cFGEi%hK%yo#8Lot$q3#Dw zKUH}s`6t}+VBYV2j7GoriQJXP{K`E%#n6+N7@lvw^8zEkQlc9czj+*M-K6DS1ug}% z3hr@H#;XO`#099k))jcT!!K}U6W-msVtZGTo2c2nPoZ09W&x9!VrF`< z%#%|*djmvH$=8 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptAgentFinished$1$handle$1.class deleted file mode 100644 index 308928e7aaefa53a5b759f9fa80f01dc1739641f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1778 zcmcgs-A@xi5dUpksFWh5DjzC{a$+fP2Yzb-t$f5wAQ&;c@U(50cIkDm>D@Iv@+WB` znrLEt_Kz~oUIh`*KG^uMv$L}^v-9!W`S$(O7XXWR!LY%lRdwC6#mhqZo>g=k!rB$w z4`|QZc`bb<>%x&r7*hG7Q51DQ6t77oy^1Iq^G1cMk|T`yI2Z%@^GRL1as!|2JZrC6 zvqEFV9c$TDBn`MPU1itmP8?ANbG?n#iYNr-4dL?=_j!(i?J}fK1!z`%x^SXEWSkgD z%cG@e)fl>4QPQEvu)?LO^EO*~n>ugvXWr&1w|~r=d@fKC{3QmNS?@$8bLW)dWW91z z+YF!o&sz(#9ZBgJ9J!@1`fk4>J!6hxtt0MpNnFO29z-z6Fp+6rza$1QoIngC3^5%G z!)8Y!`IRU`uTgXf+CpQTVZ2>b41H2H-Ky9Myt+^&hRMwO9&d8X;i_zH7WPEZ&rO{b z5ds^+3mn3I`s{5IH*rgsW`d#1;RWFk`0XTaV^T}+L=R{TFpQo3dM7a#M>hN~|2`+; zm|;+VM{nzsHmu)9j1EWa`|W?nc{R8QGl5xH3~}SASOZ5LIWbWpwI)ptL^NTVP-$3I zGc=zf`%-fR+t{*O61v=OkvrSGA$h?OZ!}@(*^*@y&Q6A;t(0giJKXaGVXS{u6&=@; zN)NG$OD#@pxdBbnHK{E}UI#Q4Yhqh^l3eALa{X{ZdYGeD#dH)Y=zapJl!iP>pgT!4 zLTdnN+H=G$(yn9e%}yU;C_D2JSKrZ*VS(s)>k8L!olc|_x?&+WiZL=>BtC*mfjI=;)YoEE2ckS?ky>_9vN&YA3rjRd5W7#hb7X{an8~X z42ODpe@3U6ZW5jo7eO3(+FugaMSQnM`jcMPCZ` zC=ddTt6E+Qo0^plPbF9Nl%v2c&|gjeie@dDdM3O_-Hqa)f*OHigFM3-61deqUQJQF zY}klRY10`PU$Y&W9A3?@hnI6!$}wy!8;+Hv%L5(r0)M`o&cWH)SP_?jp?}gp*uAs3 zyQ<{}LQwXiyX*#|V&@!&ARCr*hLzK#M}yl7<_Htb>Kxx61P)4HYlEpGG6EN?+Eam~ z4=Rp(;et;<2^P&22$U^53}7GX(IB@q3b@-l=6z7mtipp=1U$})krjwlHRPzdH^3|@ zTV+*`XjQDs4jlsZKu0CC0uTPX11n;CpaB!rZpBd{EJan`)!jYndE2+=P^=5-a#rQhZ!)|YJ)1Kff#%8(_z=W-Y2pQej?$gqrIm!0 zF|4eS%7&TPC2@?*)Glx;tve%AGgEW3@yY1j#9U%JIyo906*$p;0MtH&(5a#WT>=fI zgJueLNp%+m>YbI0eSgY|X@*Je6gb&lX|B8nm(Zgkj9!7RYQfuo5fxnFA+)(fLhiF$X={+y1z&GU#Ipj^*wfx_QseHyE zUR1Dda18AqE^bZv!oHmeZ^i9P>Z0(45{zLK?n=@ zXL2mr*7bQKYw+A*%d*LD1fLpPN^@~5Uop#Ox)5&=h)(6W?)2V4dGUaT+IaiajnYsh5&e>?$4PMH61d zYelu<2~APC`ccd z0&L+t)IH-0Je=VdxV#1L-dV9TE5$9;?4765?cK0>$OUQ`bhTp96@cZwjeBfAW&d-w zU-18>>ny%vUq)qy0bC^h#i%TD?>Huij>VBl+F65pG$h`1)s53TvtpOKX+_!PczrcQ~_g3=L_vUemz*iGBT80NF&Sk|3U|F=*$^{_yLpQ j&Kg_QA%7ot>SXnf=Yj&bRNMz5rOn3x*9Yt%~cGEnXHX@U5cj32RsI zpiX<<&THu_Srd*_!jLKuUQyJ7Q2e^CRz1)4j5%YEtCAy(xi}aD`3p#0yK?IR+4u|mw3Q)3~ZMneFmUe3FyL!0+D%Q zBrTtoqE%(+Y@(z?kzs{PQ^##K<2H5N=FhmzGj9JFH~CzUN(M^|GPB-}Oy({~!|8nG zCbt3^T+u z7KY8XAo&$2L$^_MskMdfafY#0s2F;rYPc1#RrhN`l^7;6>-)UHEr+YJwOQB~#UM9% zUPK+}3BT@8->1*tCUFb5b!x^LIvidQ4mH1>#2rj%>D}ldjRA(y^Iz|D&&81q|I5G6 zi8!Vi)Ze?e`AI$Nw-KY^h=ZW@@3<%jy)YA)fyEFvj+51YT#-`~B~oqB{m>E!0cO6Xg)H~R6coR1apL&Qimnd(Ku&l z2ZlmDy+5Nma_0N0Qg z7}bpMnr)}UT3WZ9Y&d0S^zgE-IXSk&@nJbSZEWbKVd+7`a`a3}-*5`UGdU}o$=I1- zuL2>^ysG83u&G(;@KkbDPdN(Q0t2=5uV~hisb|7_)ZHi!DyS1UGGthWb6wz8$9OG8 z@v>nfHlV*qF0VP;8S0GTf>>z-BXhf6T)-2%e=$!XKL8}T6UJ>v(D@IlzR@0Ef=H4K) zq->Q{JEAqQE<1Dp)PtRs&k;&w*GM(&bH+N594JX7p^%bOc%}L*PRYXQhef1UgH1ewS7f zR>rWhMk*U-Vwc1*GE;}ZiL~yFOwCNq&BiCAcN24o>FDHWbX4G2M-`}j2%$?wC%Ofi zN(app?2_uv3p6?_8TSDJrBVI3B5NXuhF)fRcx!YwsNE@FoPI6iU_U=94*-(*+{|Lq@DO= zVs?0PBr4EQzF-Ba@?jY7dhrfM1Wxa8R@^l8v}Pt8&C#Qq@}(imDd6^SN;A!XV+Y!0 zHmvLIfuz37w<^$H^r<~?-*8p}+p(|5d;3C=knvBG4J8%DRm5;pz^CW=z?Jw`AX1Z( zYVwCbTTt>^=`!8T^<6Tx_2iN!r3(W6K_jRId!&^;hrKAlUSdk-W~g{|Zs!&E-w z052+7xAG2LC&n#hH50m{EoqL%G1q$DO_p@YkB}b{rdX2#%OKaLAtmNPSFKCGFEJFP z$WtV-Dpi*cI_k-Z`?j24BT@wX|+hd}BgVNgM-7du zy=Qv62l_8XdMWiq2KxKeP*fH0CXBRIs9;%ZjMz(bu65idfy`?eLra?ato-n%kY`eB z6WT_p-!#q&YcjW<)H9_KU)-|v%!sLFvpOr5rl^%N?JQ}8abK~Q1k@s^F+=J*Rt;eR zKMQ5YSl8!`tif}KEz2gq5qxTFE6v5Ne8ntZ3Kt6|(l%Vp&9V%myv8hY;eGa5Uv2jn zI0n*MJzJB~Fk6{#O`)!5Xb5#bLrds6j(x`=fpvZZ#c3SJ3HG?Kq+Uu=v8!~D7cF=d zuNBpbCp1On>POwbq3t2gbpMLBNWH)QDNeTr9y~;=zkZ=0FFnKQuhIAdZ4069=QvYb z)E-fOKu^S5*zhg&EXbqz6Z{|NKkny(i=n4z_#Ok3Y+E9po=Bbh@)5tsU)Sa5Q66gk z5!XFf@OvMj+3$TUXXQ4(avM)D`uGK63#~VvW9%1dbi?8|k0b3{wA`z}rC?6MZ4OGj z+JG&bg}P^4frm5v0vEU7-8(CGW~I1=y1nyMy1g4V4>?B-L$1qMbX|evzKwfqKV|=O zwqNl7rE36Ru`i=C!vHQ4|6)`Yxpy2BM91RDB<-xjJ(@g)lZ*qSfN9)fWcskmowvC6 zDpE*ror2HUE3PXhjGsF;xTlrtWvYNNrSpaM9={$eVHp`pE~JrV`+uPWICSO|LHvNp kaOV!(aeNrZVjLggZX6#&izA5~*EDj?3jf9(h%8qB21lrB_W%F@ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeAgentStarted$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeAgentStarted$1.class deleted file mode 100644 index d5b245a29898641a24b9f967c89b489f694b8a09..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2189 zcmbtVZEqVz5Prr^bB*IRFO)Q;5CSz|$4xISFDN=%%f)F3j=Dcw>w)Z06 zI_f{*pTH-if9c8rewQwm<}(uWt?x z->)2qBVo6NZrWSB2hugULR3{52fr_Lqb<936zz+_N{%pl62-yM{+XqJ-d#|Tmqde`~n?vbNF0(`U@nyU6tN$t1e>p9A%=S~0uZN803c1zL z6}~2~XZTKhJJ_dmPXt~u$k5kqcAgJpqm&o={#vO4yM*QN$XVefF^%LDVz@+zr!zZA zT*OQQ7cfhhF#F0UJRBR_|4Jji)5*}aR(h=6Fh3%k<-(B8pedJ$(n9#|oM`V4|8+aFV!&H>Rx9e@afC1~_O8;ta(&x579Sc5 zZxI%n(v-HIY;D(_YWdsRcI|Pwx>4RBTuGk_^fs0gSi(Dm>5=@jaD#Bssn+VnYN<@P z6q46Z-Xz|``%_5a1A^raih*$VoEgE$Dc9>9wq;N!BUwKZ@n|J+8vYQvb4Fq0&*#c3 zrAzc;3+(A!=;)BZ&P_fR3=|9?P%9APy!ccF(i$N*O*M7@sp3vl@)}$X^A*n(?H$oo zVz({p!N7^dkCfYbBo2q)GZpTf)m~>;c88jzqqXdo+QRoG_p_O@cH5q>bdwp~_Zoym z&Fk^gx2Xbq*Pisa=XT_d@)ZLVwf0QE|N2G4wY_KMVJjy&Tv6WkF-Tnq~2Wt*)I~@Cm4nD%i H4nBDflhcb% diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1$handle$1.class deleted file mode 100644 index e6adef8ed03a790ddda180a1dcabf3ae0c54b624..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1778 zcmcgs-A@xi5dZD9P$>mURX$V{rD7@21HZL^mICpT5{wvLc-pp0S$f@TdUp+v{7IUK zCYl(Z{R{kSjI&ok1hfw}KJ3iw?#%3OK6bu-|M(feB9cv|L(>R*j*%g_1TUh7~R|I_^v>?u?E*^E2+uDYt)&n|v-vCA}pEnJRQ5li739 za57)nsV#<2|L3iR*^Y#C+#K1Z0DZT&E8XNA!&*n&XJfd8%RMkK#4wR+pT8IeF%m@> zqYPnnd)Y?M#IKy~5R1AGmHJz&1^xe8pWroRAVUIVtX>(OEH;Q|r z#75i3nyG)Ze?e^+_A%ZzD#-5&K^I-*H|J`jLrZ7A8X^d6cZdql%oEC`PSGlLLk( zOcP2Ct7?Jfld&(gL~R?+J7uBM?UcB^#T$|rZSh(YhMrAXQNiqFh*?UBM&9PGE2zf? zR#nM%T&eUB+jXeK(M`vvX}Tu0<>)J)reaNONmr7qoKlV#Oh^}VRI0E>5r?iP5RdDY zrxWN(5;bTIB0)S$(jswGV6K5>p3LKNu<#I%EIh^&3r~LlNrCUB diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeLLMCall$1.class deleted file mode 100644 index ac4ae838b49a430ccb9d6e90723df7f3e472cc86..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3886 zcmds3TT@$A6#jMsJ>)c8ZL1O6Mw=E0&=guK4Tw@mY)ZJ402M3NLpX#3hjVChlJeB? z)hFN7&iGs%pK7PIYG=GWIpZHte}aEP{B|zf5+ZfR7c-Ny*WP>Wwb%9A>({@&{{g@o z$O(*UMrh5pQz0#-TTUjFw9|TMS=XE_$KlwpT%9sDbknf(fMGd$I;n3sSM_D`#pB~6 znrQ}l6bON)RV}B5OwCG#CKp%rq@%zs&|gjdie@dDdOEa6+_l1@f?9zigN9`|LjpJ2 z%wAGWkJ6zP-|+7x+x%H zUc7>n9<<_=`$GbUfKlDt!``=DMhE&jpDwSey!thUH?3!~rX$c&9s(}{I4e~=C(uzW z{#{auTxr9~7|BeCiCrYe2vO|-fultoBrGX- zQ=l$3k(e2t7>NkfmkKP8SzZj|st0djMBwxec*RUpPibbt(HuRpDW4p|odO;YCHds| z9oyd~vteCt^DpKfBY#`LrZ)dw!&&if$G#44?+Zaf#y>?^lu#5?5yf=@ub$&ew~dYA zs*qF_KLlC>64#2wbUWL7$<)>tmo!OT5ayEahIU3ho>p3@3(j`Aaeh8RiO%m*fT$_fZmhq z5)*z&j1Nz#<>J(_d{3nY6aEqvRXhDX{tB$mVcSk;vZoCU^iX!Me_318X^OfF)VA%2 za&OF0gK@RzOix#T-=%O5sorpZU!NL`r~;mZk+SlwEPIU+dx^%i#BBn|oR&7UMN^-V zA65!+Cb>4QZ4~E?akg3$+4V&|U0m_TEK5(1m|7;IvtwzDSV_~)5JnjH6?;iQEjTr5 zNO{L9d04vKlN;Jw3^WfR}%d`fIB?!~NJ*)CrS7aJzRHe5|jvJE4>#w>E- z9nRTbZO`Yq2Etk$N0ZbrN11Pp!OkbB4|Y94bMPsSea$6-b$v1!pgVk4tw$kzM`CYc{P86|Kt3}d}O#7e2n^U&_BVkIb72nu618N;;Zr1 zcKUc#4JChvp&HElJP*+1^E{Nh@|aJ#iANZH_zcncmTONj_9G>_Vey;8k+v;r?or@U zFstAu7p1>ifi0Ycx@TQM4R`njE^fiIcUSD}N^%Red-o}H`!sA`a*h%PUB6+$^*b#0 zP2A!55$B(9{FMLCTz}wm&Sg}l8NdblzYvuLo{eLi-m$ncK|O16hbm9vB;&v+U~&#@<=G!)*|QO(gffRzd6@2=neLviAJad6e*Feu4I2zExHRjoTQhl0DBm+}w}2W@nMHgwR&@1Tvp+@2jYIb4-W`s)nUY^moQ=FdpL$xP+v zw;2xq!$Ye}y$5sL5c%~GcfY?Yz05L0v3KA3Brf3M03sM;n9X)iTN0y~NFatuhL{Gz zQ0g7VpAZ=aGqy{OEObXR%yfgqFeFvmt&6R|YYJ6in9G*-c$=FJS2go>c~97We*W|k zwOmVhfkR!MK7E_SHC)$unPup6cv(2q>Q)jrFsDy%Mi1!6GfbcUXeawDj$HUVdK?LH zEHbqI-L9Sg*fRAH>5P-jePIW_(0IhY-~CIRm4sm!2`s^6h-Z$nHF{K%69XjDXw#rT zL=&b7<%ZR@K;tN~FSSG+8!Hkzop0CX&NgpJUUtMgO&A8YWKD&0k|Aj+C0a#?d!C>U z8`)I0<9br*nYHUujT2jLK$G*C)RvQP0~&%2u`NAGt_n)IemD?4EK{vw8bu1apg=06 z8=g*}OGz|BYZPhXd6L$MYpjF0g+q+z7Qf)qN7^#15}oN>;WDn!j+8=IER?1&O{Qxk zM{u4TUL|c7y4)ly{m7JdnaSloA)B5*I7F7DahCgzh0j?2Knk5l#yZN!k4#~Oa8v5A zPC6Rr5^-Q6)YJSi?P9t}ctTPHaTJI@C#jF*evinx9co?-AhAO?gPJ5Y8S*fU5f3Tc YB9OOt5Vdf}!d(mZaNoiMJhbrW7ftW#g8%>k diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptBeforeNode$1.class deleted file mode 100644 index a63680d489bbd86d49af17e8f33e15557e54bc3c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3883 zcmds3TT@$A6#jMyJ>)c$OD`I+ZM12D08OE#wt=D)f=#)W02M3NlW+(J4(HJ1B<0C* zeDldSwKG1~vHDOutyMeYWyUA}i+@4-C~VdpNzXz0%17pZ>R(Rz!MNC2m%$lLPs&5La2#uL;ze zT3j~;MAVDdangepoT~YRz#*_y-QELTR;r{uJ)O&zH&ovHCIg(((;3qdXs!%^7Xh4= z`kfPKFVz1Qsf4YRVWo{kI>fv#kfVgCHh~jK-5Hvko}8VDPDJj;W@A&4iQ&kwz_GSn zoa{vq9V*(sw>Oj0=iX%&?C@UEo?jM zP{Ac$LY)hM6kS_4y|^ru>cv|Er>di$f~)kTVP)-A>UMJ%-72-MT-ntzeds@oFs=z4 zF6bapNx|C!bt$CYT{r3%L*p+zf=%!Nx37fIj zr7O1JZpqT^PXht5o(IZrg#_(l0rgi)xc#hCFjLO5J#JUPHz!=xi97Rp+Y>ABeKAe; zcvrTtSG{IGYxcvS3gE3Qh5`Dzsi^L_?r4jeqjAl(maQRHy5vX54`EZRN`j4%Yr~Kf zlcA$pFm_~zf`q_PqS?+S%nKcLM8+Nb=T`}r!J=-`mASK)W`<&RhK<~?9?v8r8;(wJ zv@I%Ko7Kz=k>StS_~4XUDNY^DHCJjd<}XqsYKOnuzYFV27*=ji%FSS)n}U1%OWLYV zJJc<>Rx)CQd!vpT98y)f2wb+p7j6s(>eEB&}R4%Wh+ceU^MZY+}fq zmNK-ssn5s{YlTpgSRL2a3-g9CHd_;!wYZ)ttaziArKg5WEuGfcvou7kglVUVB#ij7 zy(pmOJvw4YdB=8huYhkl!-`zf=Zv($dj~DcCdAS6l-N?(i(1)=T|O2rwoF8BxEdQ} zBSw0a`QyTSoU_9!&F8rWB3m6tlhhzbnQ0Bdj%TP3c0NN>@HvkCz$Jk-e*O7v9LEXH z$XF0BDJj@hxX6PhynFYW@WO$N7)?$Z#?E6!kyi$^^%zu)8Z< zTXXr4&+V)2@bM})CI5^8H|BkwhiLS99?M;M%%|MO6AV9ofsy&<8_zNN8zt7j;x~&! zt((-`qrjzLR>5s9N`JKgn>Y(~+qwcbclZS^Zo;#DSCn@pxry5C`xII_4V#yoqlA9f zw^(pJf>m=H_c(sW`4=3&+fa=f->dy0M5Qq)54t yM4IFO0t?{Kl2i2H`^2T?3U@geR;@e#Br;>eKa2zi$IH|{{BvGOky$8S0S diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyFinished$2.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyFinished$2.class deleted file mode 100644 index 05b8a45c22d89c0a5d20f57df751c10530ac4e3f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2204 zcmbtVZF5pb6n++Bt|4e%YGY#Cm?~Nb#+#BR!BOXe&}p28?xcDH^W^R z{SE!t{)T?(7wxpumk<2`{ZUTOg^Pm_aB7BOckkKVbDr~@m;LwU-~Rx(ha$s6F3pDL z)lFU(O8chcwS;*fxNg&&vvYy;u{;*8R3agj7A;2{>xyo1E$YvTQc3?%)Dl|;7=xRs z7JFCkmX3Ibn=V&%b7%iZINHjNib|7=A97W5Mavwv^<__PG0YF!FfhenokFRBX@={T~ril1va89Z=50H_e5brKIKo`=ZlxMq`jYN-KhPD2caW2L&i}(y8IL8o8ruO1E zi@6xiV4h)0A4;FWp6K8INFs{qbRU?PoT&BW>Iyj|F4xR5;2&}FQ}u!;{EW(Ts=z*UB`cDYi`mGcFL zbA9ruqXq4D^J?ggqvbd`jQOfl=5`9A^X^*#(9Q_rsr{fKIo*hzDGnyut9%NFAZ92 zmR4Id2a?!&`gfdP{{ssz=!@Y#jZ3{9EaDydqBE~)ieUj4@NTH*08#n@%j>`4eEP;; zct477|HPG_G4=eLUy*!Hdr>@~aT=^*5V{<#V}XUpkGL55scUhqr{k5yWu&l9Xh<*8 zxIw3TUM$i5FS_?BhiDG=^E6K34y^D@6x$?;AcF$UtEA;7X*a(^)W)Wbk8Se(6C0o6 IGaI-518q=~`~Uy| diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyStarted$2.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptStrategyStarted$2.class deleted file mode 100644 index 1f0d9a0ad6376993b518f09e55be89a6d2ba3334..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2194 zcmbtVZF5pb6n++Bt|4e%v@uqjrj;rL<4vQj8W2kfjCYDeg{0HzhtB4*Asb+C=H7*| zf59Kp5B(G!9a}&61N>1=&xMPF5U@>$VR!G@-E*GvoR@v~{>@te_fTLcaB0>Zr)Kh+ zP}(zX#}($D;JQU~*2?4sLR^rTGW0oYwl`MjjbDC4E1!Od$F=n zJm76^Hn^&pTe}Cs)~U>}s5s8{K3CO-aLoZz54z$M!|b350}~7zC)a6Ul3_9}mDCxA zEAe98(d4#y&~BQ0EoE!zD91Qf~Hhrm==a-CpY*}kUn92C`QME zSsI^q1}+d)Qnj7BV7L<>_GegfjGZVh;`3=N;u1q5u-L~LRk|ycCvDHPJ}iII2EJfe zs0p3hda|`$u}b;h%G>2f`O;>7li_^)SVLc8If5m8#W3BMq6V%ooVH5kO16~CGo0y> z*U8@~zQNTg#BhxvD%#Y9f&f#6pFBATLCkiVhYjJEOkV-?dEQ@Cl$3w=V2!Ae^oh~@ zugn>aafZOo^}s$9npe5zBnvg$VQTgve_;Lq23GeMVcL8u{nZ*na$MgWC}RV+85T!9 z1`LnKmlGva_Z1ne*%1^|*NWmUHW=myfZV8ShN-fwsm^;vO)2M8sVe4+j?Ei8+?9N{ zAu9er2}X~VU4O_AgYTIlHPKS5xhvd2619{PZmz*SPf%-{$t%0zcv97f&V8rK5Ggw? zdjAU2*LU$ri`s8f>_|_Nfvi%F?zCbLYt%AN5zq80&d&Nhl-Bo%=MYxu59*?RQ_aw7 zon~JWSxLUa*_GFrdrn^r_i0?{?qDA0=!?#Lq$z?qoX2N@o;`%=2Q03<#M$Kazi~N? zU;e_^e_-P1=NE_{(Owuo&^QTJHV9po))C)A$i;<_*RiKYxAu4qyqd7}mJ7t6EoVUJ=Uo?2>K>dslEj zAYO0^=JbQC3s)+Uk;)g1lBoNeTDwK=x|xN{9#>^oWESFJ4CKluP2)ueKACv-ezRtW zc8a@pQ7bwPxG%MGYIQe`D1)`$#_F}$2`cY|&&%BBc?P!2kUkfiRrTq@jRMg)36hpa zOVO$^bho0UO^IQJOUtBewNkcB%GRHht#fWKOPSm)N+tbehH`ej!}{efN&ak=^3z)k zNB{kq#ko!sIR!#~IgGj6-;-Wuo}tjG=X?^^aJ>f+3^7b*+ZQZ}L5w62!ze?{gu(E( z(;)t)$IzQ8X#%e>C}x;w7Z5|AR83tK8-Z6Bs?0EzUEk+TZo6Dn?DsqSqU7hNFCG!l z8o~=)LU#J%Z4!5I*HmSaq08kv!XjyUMlhI*<5C?vH{9l%NKdc1iU^B!sCnXv@>BE^x5vet4A|PT2GlUAlsz#u> z6FHDZB8bL{x-3kQb&0!Mydn9HD>e;b=-H4J6^=uOq@$E*6kYClfPc(T@R5yPDXNo+MWVrL-STJ`eNMpqPmw1=B?!l`ye?B^64XESfIG6bXX=G6XzUpU?kKt ze1&!~(896^q#=DC`Z3@kg$ESm!)-(zJaX{Z O!4o`n@C?r#y!Z_Yl;A!9 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCall$1.class deleted file mode 100644 index ae5a6de33aee325af7e22fb941e3d0fe698874d5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3811 zcmds3+fy4=82_Cluw)yqw$+GjqfHA0XbP0t2BbzVl5#BpDpstUu!MzWmnNGOUmRb3 z@=fiGZ_d;ipK7PIYG=GX`gizuh`*Byw~$C5d@(cG^PO|P^WD$ye1HD^^DhA2LQdd@ zW`s9vI~CSay5(fTNjt5FS9Q(Fa*W2Ja&^|&(oMtCgNEhk>7>5p%-gm(teIx8M}ZJ% zTGw(~*wn04cqXx~CmjWDfxc>@*EDOz)YIXTr18RBL5)D|pkW!#kif0>$!aoUC3A*t zQrphJKo`-6!`1KWDd^Hj}@XZF!XQo2fO!}yQ^A$ z*!z+L-6ap020QC8=9#eEGpwv8of+I^SYU)`QRn30&~s6`*}RvmqHuvrRc$JZrVlDk zc;SLiKnWI176_C~tQ2G)8qg?@H3_)eI~ILV(4xYFmjpb{nvoHRRyE`pRX4yQDH&u` zPiUo3m)xij>4A>&$O?S?pXe&f>XEv~t6ha-#H^S>d1YS}s4=yKZVHH)53k{j7p*w! z{*4X7uZq`IYJG#LOzWAf=?Jux$J~b?E=cPx3Um~&_dcmaq_kmW zjASOv`YngG3(%Hw5Zp)A9M} z^zf)aed$K!p~;6R-tppX3=5pw!>E{P>M6~PJDQ`9Zp){HsHT9&!%4m;0mlxs$!gft z+X4xFm5))Nt>9Bz;J)Fk1$J{^hj$O9ATINtBKk?hiK!UFO#z>t;|n%kcwGegt0GS& ztPp4oO5`eDp}X1ME2g%YSkWYPS>STe2x`G@X<+v;u1BzkkqjnnCRmsL?*r9c_YUGd z@vfc+_8tO>$faBJLho$xF;FnSS5Xy|D&RX3sT#1uHGJT;6!@l85*6Nxee6}$RLV<9 zd<6%}aJ9VNhZx!Bl9(yo(N;7^x~}zKiS&@_ja=*RS3{$!fH!WWtb7y7reWA#prKg8YEtApNdNht&Nz={{D46XvdqqGk#B8doiA|>1g<)cCaEY#S!Io(&Znpkbv;FM=owCa&n1CPeglPVoWg0&$XFCFDJj@h zROCf7UdAg0vEngJQOW(V>vyz1!1=D<&>E@p*FC|xmcSp#BG3o95UY@pMOO+*fP;9)C@z zpQ=2R{1b*eSn_)xqRH=lBzNU8zj7OoG4kj+#+F*fpJC!xN_4~GH;3A`9a`>H;8L)l z;5HX!yjp=BT!4CDU4e%?`~rPD@E+V1d%Kd{LCwK^3f(;on@TQH!l1hr%Wegh`!?=z z{EYK2IDX0hSMEA|&AH6V922#`4oK4S%I%mFn*rc;+Yom%TfVzO6T+AJ$^k{!79?ETu33q@qd5>aOlTb o#_xUB!JRvB$M8W6%Q1Y2yD@wOErtZLM0VHfqm;e9( diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1$handle$1.class deleted file mode 100644 index 4d4723cdec697079050ab74f4ba3d62cfaed26d6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1796 zcmcgsTTc@~6#k|yR7!zTm5Yj^R4fH{!5eA;trfy17*q%^JWbo744uw4-EG4oKS>kO z#0T}+A7wnV6(m6DOXI_wIWu$4neSYG{r>hHz!F|FY;b8;T(@lVve3R~7u~wBcLnzw zwC9|hxqT;VLP;%BQv0G_6g7X#byc1#waTR;!PIfvwy(lt4?{s2n zL@~oqyS$EDEnBzGj2r_=9Qf@!<)S$B!-`=RHbXRZ9I(OTtel!Kp=y&R2||W2Lnu6~ zVi=lNp#y0+D&I)nEeR8Hx5(8tuS;G~V#^SQo=sWS!8B!vJ6el+UUAP8RA~b%x~N=F zYBSXKTuO6n({0dvU6n?2^h1NDWL0cSPm-ye)~+8+Ob>IEu82XAfXOM4NSMN>8<=bo z4bd7zlJ+cdOSBuTy_xAF3}IUBGAt4uZ$05AZqbQ^0#hvD#&DZdmxvGHDjB>( z(kw8!LR#jNF=H~7$$UmSIdyo1G;zZ$^ApowF!zxJTAvKHgik&h!#v@p&|#Tm49;2F zfssJY>@VpQF-gKJ;zEcbNBbIaUBq{LM6T>m{h|l49eU|CByLEbhkgurNZ=uXe6)kG SgU1e@ICzQ$2hZ@_!HYj*hWWJs diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallFailure$1.class deleted file mode 100644 index 31499bc9a955c0318dc32918410b81b205a2fd96..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3916 zcmds3+fx%)82_CFT(X91)tXW@tx+I=F(`@wZ7GBrxk>;_EwxKn!jfedlTGBQ<7=P# z*4CLm+Zms%qqVIwy*#%6O8l`aD1Q%tr&D#|$Di^p=)wPPG zdZFT|2QGL8lt96A0e{KG{c`O^0~)1RlYqOuW6lc&Eh=j8hCq$8Vq^qvR(0g?t=P|& zDfzWty}Sn`z7*6xdGGJ2%(KA5|I%bdsrPhYvf42@d?Jh0m52K+fm%~r)J*{q^Wtrs z@}L!`-46*P0;%dDAKv2Dk=i%o`NnxirSW%J=Cq#4nvOtAWg)x>;GA^wyg)}02zF>C zlBEqRV`ZJTdM`d3pNdWlM~4NDweOK`FM{Y)(Sa_3 z#-gF=ykAn?1%U=Lw2D|MaJ;?JU3nrdBCH~W9)YfE1uQ?33NF(KeJ&zXY;E22 z;)-;t7gq&NSBF6b*O*De%GoJh;MN|#ReD>wvS(uYF>n+STo*W6^g#lYg7*aKViWP1 z!HJ=$Kz-?$<23Z+eVLb-zpW5coBx5~toXNTUxyFNN)VUzPZA&{D8*Ea;Ff?_&++ElLdk)u;B)|v z2($(y#uX3Ly=>2AQ(IeH(j;|J;A+4KXn}6&XZPU`OCZd=1`;;Qt;=leK;f-mcV84l z#(D~D-y9OcOK0fcT+_w$D45x9vwdtU;QbS+n#JNE1g z6GO~Nq{g-N;=FN;53q^s+M=E=u6SdXrKg8XEtAptj%kcq3DeFHQds*Hdr3eoq;j8E@ibL9KX3S5$I8?)n|Ak8rl@H?&6Te09%prp5pHBeeMH=JWK@3!M254X@BT zAMARGvjwKMi1H)4Bc8m#6Y80lruh^6ALl>jBg3WObJYKUz6p-ak(%yEt^3LmUyZM} z(??S^)cg}})L`D{d5k8X=c(M4Vm{>#o?-auD~!yy+OW>jd0+ql diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolCallResult$1$handle$1.class deleted file mode 100644 index f399d0c8e2060efb31ac243f84f06afed5810289..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1787 zcmcgsTTc@~6#k|yR7!z@%0&fHDwYDf;9U!7t*D!z5+Jp?uFS=(@0X1@{}Y zXPvCMU6(cCN+ps~`J!GBHGfNMH^*IfLwF6>PcA0+xGK6LxflgwAcH>18(X^JlcHyr zn^il|R@}97TG4HT`%){XT63caGgxbFw4RB4qx4GnyvTi?VPLxqLw_K&Dn329VIaIt zjHKn!QnacJ-7S=KC@`#YX&J|@mgAOj-1_Ob^@rKNJ5ENIq>}y$Lpin9kyvKV2*k;V zWoEV+KL4lBmgYO-)Nz4iRs#Ip{+{%b3k)whV?Pte1zhYw2*V6hsrDg^V-TY;L@>q> zF<=x#f~Eo&rqUTE+reV!ld7pJVzc4Zgeo#jr`F26$!(XblKm!M76m^u zbNY(PupYD`wZ!SyIIiKkiOm#4m&^0Qr514FxPfVNdoz4M(|}>(bOWBOyC~8@*K}Z9 zL@~#p|6RhZUai}|j~W9=?ECF|W#fo(aOITQTX|hRqQeS=Y zP3?@&b@ZurTB~-(%bVk$;vXUYPHq$uR_cr|W+r>SbNTMy`JL~Nzkd1|z?;Yk#55za zVcV&QmeMUJ6G_@>J+i86PL|_Pd`PZN8(X?*SbE5?96g=Xx12fKHitFSoYgZ~(+Tw` z5CTo>T270Ynw5%7EwAfIM}b%1nwx?(%~~<_bY!o*8--N`wE{;549jo^1!mgE-6X|J zrVZPqww?a*4cnp7k@ehWWHoCg9mBRVkl;6KS9=-xft z?P_`T7?j-TF8RU4*ja~J$VB9xVP!Sx(m?sZJmW;WI>+~?fs4}F=H2uag$rD8wX7nh zeyBL=g9m;AB~&n6AXqZ-piukKfJVvIB;alDSnxwZi;5b&Bv9k585x1=u7(`C4*OX! zC9`bzaip9*zYyFBqt*I^Rrhth1@hVRF z(2CREPlz7^>+TL8T4DJz9T@I>&Ag^k_v=h?IuAPnEtOgDBZPC(#`6LlMF@CKDiJJg zSQ#UkiLknhA<5Q$+{51R9Hq z3UDaJT@Yw+*3$O9DQi?SOoFMv@%Bn{=oIX>H|7)xh*);3%SaQ{ZUP28m4y-V&&bPbTJu zCWm7J^`$$O2QEK`@Qx2}V_4wKE`r5PQ%`AT!qFT(wk@9?Vx9uBN0NMhf{q<*lhv@P zw*{B=RX$$9wt`P>!Fz_Y7A)t!4%hdkAR+UgA~s4qimMpKO##22o#X z){sQE;&r-{?Y(Sjo69Sjq%I0v2^k?R)Gf{IKJ--y^)RZTq|IdOG8WIlZ`swoF9b2M zo(#KBhQ#jD4f+?ab1^mw=5}lB0M!ck?nGTfxWB6Rys-k`l#1klx8=Fxu4>#fRZ?<* z8x`1Fc@G8|<>r!@3Ek0FG)Lo_XEWy|RC?q`$PZCdY)FEwk!RbG6icDg?c(pN4FySo zlLWGAt(YG=>IjVccrI)>0^yQ(o z#Kh3FS}9H)%ePl*I1wySqiSccCs^g^3plsiqwH-7Lp>DU8(h^kbo!z`2W@3XM!7fU zsNr$7=WI{c)xOKo9#Xy0t9^ZHIHn5t5=P3(H@0j$hV2!4*D`JsMi#WRp)H&Goc!>% z5N(nh6WUgB-Z;*#YcjjJtfz}B{0wjLWOOz!jWH`}+8KfgGrwl92&jdqjv7+l zv1%a}2+U@ACpYy4BV$nSkY(9KIYyrnTZ?;fD_610_rk;8iQo-SQr8saD`t})#C1oh#rCuj~o#j)?WB(TYEu&|BeIKdeY7R5_S3icEg z`Ou7$c)1`}JfbNoPe17T4XyWaw(D24M(YA~k8!3Y_|bi|1nL&^^vV;Q`5Fz+(7G7z zdWy4!Lv2yz2Xse$d4_K(XHlx=Pw;=7|9F50E`=YX{(D@V5kTVuN(=~1Zq12 zR8>RCKVq;3iviyQGzEMQ<*sB4D7WwkBM+Zpbg|{eQ;hvWiC$Rz=5VBKhnD*kcofVl zxWz>ouU23O=b-LcS5U(pet}Cn@a^3dyStLyLG9js3N3TPrjqlNFyNiSl6M-G_ZIGQ z{FL+0Iex+am);qC#ktJNEEBlI_!qLWMBZ^sFgg}jCTV9a?$YEboMIlB1x#axnd!wk zIcLaw4M`+;PQhoK70wk3CP0oY^0e^0EEO=PbUr`c<+lbaSVfwY2PtGY{%`OA4!t?e oD89#PxP2SmINpzADUJ_tCyo!H#j%Vm&ouDN8vn*^hz!>M2K`KR(f|Me diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1$handle$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$interceptToolValidationError$1$handle$1.class deleted file mode 100644 index 89f981e2f8faada3b391d082b7e6654c8c90bc7e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1832 zcmcgsTTc@~6#k|yR7!zTm5a(nsaOhh!MhgFiWt|_Xe{!=)3hDR(CtjKyKQ*nCut&@ z_+Wf9@kbfYYy}Ar`_lL@=bV{2_uJ23U%vrZ#WRK?msU;ds>Q29`JPqQuCR6l_nU<55oX91I!HYirDpZD@HtuLIR>`FkUZsPw&v4^69&Rl zL`XUw9Yv?k(A)NsE@g&STxL!5*>?0<6Mgni^x0EtJ48>KSEQ2u8iP(3x|h}5IVm}r zyWHFs!;k-Iab>ZK;T<+hN{pkv?>CkK>&;G`79XCvZW*B-LUJ?!sh#kjG%$nC*;R9M243lTa^JFhZkqKt1 zTN@>c1qT1$z1<#X*E(k<8P~+V-+6-0%f}$HF)YGjh^CGbH+)o`6B{U0Z_%bf$N**l zrHR!HLHjJUFAYWQ99h>DVN$QloK~kRdC3u*1~Bv$WmN?mmmzK|CERs~d!C@K8`@B1 zM|)D4rMIi8+_9o=(hhzhjpX>dCT-EW*pi+kRe7bfA8b?)OH{Uq@gf0JTOg4zLqIPu zRV5grGmIqR98s%;jj#Qg`9q9m7QW!hN4hes5S(s*;VQ1tjhF&eETASZNusMnhj5V; zP7yZ?RBn)zF*0FPrZSmNNGInG4v{8mlx4nS{xg<75JTI@NSpcC$OM+jZ%Q53h{yQ3 zNEjFk_zZqRw}>eco)Q&86nVlgiRvM`*CTLYoB9}ih;7qPzX5Rr20RR6$U_3R$;mt0 U2-~=8Ypwn5_4{8x{S4qu z$>{TEH8rQU(7B)326`oG4=}AX{TVSY~l~v7JHuZG)0HrqyQwnMXjtv@? z;S34f>X@jeE>;3LVpH031}4^Rhw#H|xsC8j)=EmqnebRqx-`(aAn@nWbPmqVjTL+} zF!WFQ2YYrF_f$n*#Sx{m^pp<6IN4c;LCJ*WoMC12p%^SLn5VM{u4`g{KsYE*+_V$T zqH=)?RpC`Q)&~{Gy>P)Npacu(1p+0AhxyxwdNjywjRNkD&IKP7G^_C7B>|7KYGec^ zsscG$S`ILEO4yw0VSa%Cln!@@{|7oN{Vnjxe{HrR><7Y#SGzVxb80c#^3uO5P-AKd z-4qZpA5PaXjaQt?NIOMlj${;0A6R<(|RUrIs(m=LGdAoa}wxz zfzBd9?9xi6OB+_kNM^!J`=U5bGV2gHmC~J&>DlS|x!6?nZhSsI6P+53jtZRUIKb^b zgwUm;6Wsz0MMJZBTvFWyfqG{(ZQq}^#x%nu=?a|esDvwT$wl<42%}G+yILUkUsDB_ zX@r=Ij1}A1G<~=tLG|Mef!6BusNfnsX;?XXo!D+3fUOd3<;a1K8NlFiMDV7-@gfFE zS_^UltdL%F@~E0K0U{m zvCN#;s}j}=@QOf7P;y`KV%^R5T{g9i#Ih!(ivj~dBd7&?B-WmzU7BDo{Toc$47)D9 zvWub1hu-^$kTL7HVdqtm^j^A4|Mn>_x=O*^PRbo(Ujg5zNL7#SPx3tvvcR{coH^tT z+O@o@nHLCL$HyD>z6H(>W;>$O5>PoBj+ZEy5vX559w5_OMw-YYs-)l zGoz~-8SG0H1xbO^B)3D$I3IM>k}>yfys%Ch4V6GjujZ9lni-DUS=NN3dLo;OZaF$h z)3%7dCa0NMGR7bA$>ABbQk^=UugcU=JW!Ix)UH5p;DDt^IN?rJb3i#6?4^aiz>2o6 z^FZn@;wztKjC13T8k$gh&-Qj-?Y|u9rPLR>+TX8+qN;#5ZltVydCY2M#9rnRn4v^wWDMFJwk(?*C@WktN^ve`WAIGq2&S2cK?c&NUgv23EG+iA3Z>`zjiS% zFF!@w*QkGvmc>x_Gn_3fYL6&CpeN$ZZ}^6K7Nu$a1pg=bkNLUaQs@clzQ@%mwoMUF zPo&0u<(S{&uj%sBl!uys#E=Jze(ysx`n`|jtlZ{TZsRdVA3ev|V)Kn>82^PD-LUx0 z;aK}Nk$V-m6wE8Q%|Yp}7GN9apzax0;Nc9vz@=??_s)u)St)L#X74N`ye!>5j?f|}GUq)q?0bHX03sG6(-U&?7I~GT#h_eRw2zeT3 z7zaiHGq}ab^kI!VZ*lK6BoXI21)s53SXW3GKX+_$PczrcQ~_hk!{^(3{CcpA6{IP- zkV1y-|BDph@JOw6<$FwtJ9prY;r$qvV)y`eWB3qS3<+eprk-n7`8V!BWU%%(-(!>; diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterLLMCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterLLMCall$1.class deleted file mode 100644 index b90c04793b549aeba5b736f59267512f707814ee..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1914 zcmb_cU2_{X6g{$CyGh(MNg+^L`jMD6aawP~H#iM--4>Q{Av8>0`lL9Dt3=jjR$5OV z`xp2pFhgO62ZrI1AH{IAZi^c;giP6))xEm9y1F{|=>GBNFTVn~iCADw>S#YndXelY z>s{1MQWfng=`+e!+zQqWeV~lCs+QQ+u2*TNbH6Q(sjXHZ1i0OEHSA0>Pd69s4f>I` z^t94M?ZncWNv{(d_YX`3MS)_cc0*vUvnK~KGSc>|TN5bYoWSDJ(U-4c9&b;ggbMQSJa|g=q2wYhjXYlg4NubtA(q6Qu{B|m}b&<3-@%fW*(N~!#@ zpK9A{zNp4QN>qKc<4m-Xt7A*X^dokWWJj6i5H5BO6LqxnC;yrvIP^k?e6_|Zaf|1rz=nq2YD1?CxPwWSUO|0-Z?axBlh&5qA?ded5Q+L^CJK1zhU(!eE2=Rh9}Jrcf2@h0Ut4W zfi^vYyh3@0e}$#PRVpRi-Fk0zRi!;My0I-%vYAL?#>!QxEyLP{pZS qPUAGCBXl#loW-0YpI&o#9Ut>9pFBh{#-}lwF{ZH=6RY(YpZx{jzYzie diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterNode$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAfterNode$1.class deleted file mode 100644 index d83255954067526a7eb1033b328a3349739f05c3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1944 zcmb_cU2_yg6g|DW?2=@GBx)2v#AJnJ12e>L+z?m-=;#8$PEptkUN_W+ zZbru8sx`D`GS${Z-MzSiqCl}#yCyK*+L1jO#?o}chnqX9oi_5NC4r!IMA$oOGwa+} zsoavO^f_-#?L+1&Um$lL9ion`@>lm;$M!a?qx5mPTz_;1ODyL7i z^Lad0s74iM@%9)BI43YSfAq_%n87>aDB*%Y$sZ}u_z!nyl51^CA}Y^Ffs04oK;V=% zJ-e&cGqh*m2M_d8y8ArY?@bs3m;^0EH`6C?#}&_n@znZ zy~>GlS)5iekFtkvLEr=|gzmKM1 zUK$~5NvF>bI)?8Mx202~Q`O(m?w8)dmiYVtdq?>7w_;abr64`_Y}H4-&zWOVn-CaUSXFjJj+`SkuI$g z4&U%>TgDqQ(LVE!{Uk89t~)00wgTtA$%tZCMW&~n=5q6I#*j{jSJz}ByNZqW6}M_+ zj7nBx>6~J*oVjb-v31(`cKOtjzvJsROWNw5_Q#*y54tgQAg+;5B|hauKFXYd3MePx zNk}>AYdN=*ev}1{8N5k(i`orJ55+`%@g>gJul$5}zvr(&lk>&?66JgRqf;JAo+i%3OtPMdc4sXf z`4#;gt;9v*0r8B)UqXDd=90!y(?~q*oHH|L&*eMcoY!w(yaaFyk-(zV;g+?XPQw1W3&1-s%3l;^e4Zb4vqx^)1U8+%l}6TimHs=!~L)#dz!gCw{&4;l-3VrBPG zr@pTTa@nZj1Wpd2fKvif)B7V(#RMjYQNkI4k`F1+{0ub+jMUne1XZ4?0%!NjMBuPC zJ-ek=vUFRSb%Ar!gM^+LJQAq2Y|;rgm0L@sHfbo0u`YihY4~dv$8s%J$2s}W48E(K46A_sBiH};WT@bhz|zjb zS6re^XMZXW0#n5?Tp7k?{3uYV^~(|%`_PCTuf5Ri`Nv%F3ulnn@(Sll;Zgp`SwpF5 z*OebJwk_jTnP`vcpMDV-TG1Vo&pClpe`K6bT@{(0PBpI=KlOr*+I_n$6WLW9ZT~W> zM#iY58Ot1rp*ya6qxcuOJ)qO*eq$QCGEqXc<*#|ARsQXQze#iDF4b_feI)` z;oD0&>R(HK&c;#}_)Xwz$~)9a$OAx_(z~qJ>rW7jhmW5kpmti+Ut#VUuKrDfevpa2@y8&O zxW>HsL}}sWIm&zdD(o75pi*K4V3<1}1&qGLwd7fVpQsgh_cP`1)V?4XLn#kN9+2Cp t;&3jH;3#EE)JAhThVhhC`ZC2=xX$!%JU}tR%?OPMM=&1|riBQ%-vR8w>!|<$ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentFinished$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentFinished$1.class deleted file mode 100644 index 0af9c8134268cbe867f5ba49a568597e2faf48fc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1850 zcmb_cU2_yg6g|DW?3!dDA8G_a3}(e-12aTG(MJbp3AJ%5 zH8KuY5<_VwolZ>D*^etI3KW~QYXTF^UD=gkEKNInw7IKVu8|+j3k1z$%-&O*S^GQX z&Db3BNP%=QHt?HQ1<{Ea|Wb(x-zPd)XD9f8p!Ia1mZn3Fp2Cl#&r7?-iUxf`HW^pVxW5qt6{x`M6c};4S zQ)RQ*RWXCIhj3Ql6fLNj4I5Q4hbvxswRn&>{Kdhy)ZbYZuy*Y6|2zpQ_*~$iKk;>! zYSV7?7D+u6BlWqLxKO|H zGd_O7t-vzZsooLkCGMz{n-V$q38s1VF8Kn^VjMMmO6@z`KcHLhWXhYY*XutamoZ`B(VjN9y$aO!oBu@-u}mX+vOz8lGMzy~n@8!r?PACEVva%$;`x2C&Mt zE+WbWYD;l++Tqv7C-$!m^v*vv?o3n8{a9P>k?( QghqrjScr(!QiR)o0u$K#B>(^b diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentRunError$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onAgentRunError$1.class deleted file mode 100644 index be4f4e408ce053ec37454a5565d7ec1243dfa10f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1830 zcmb_cTXP#V6#itpHgVkM0t9+ZA*LiwyW4Q-1t)1kn!?T)2&9vjJ}HjsC|OIHU9IV3 ze?xysJJZWdA3EigAI0?3x&;$=2pM>g&e74)xqdpo|MB7_fF(o%OHzk>)^$)sD^o5^wLYk2RY!+4gaM)VoKzA_l4VP%s zX%6H)EV;9j*kAK353BM!>Q}@2_^OI8@wGsu-p^iO;;p5DK~U)S{68=FjpIq|d4?mW za6kY5OtrLXx0Rnhwk_jLnP?x>9lr^TZ0L^3$DhDyPCBQ%Dl$EtYF@AW)iU<;;O)9h zWLI(O{Y|YF8KaWbSf;5WV#n4@JGLo{#gKO_0aV?vS<+UwwReB=jnT~^hq%m!mYB-1 ze3iKa6_Ad@qkweWf2dr}{*xBCrtlHzO>#@5z7(U4`KLJ3xcD5?k9ibW;eNhock0reEKc<0zSqB>iCS>H+lY!!FVUr-ejZEc!FRueDD+jxidnD#w#p5!<9!= z>ARWgtN-a{8dn*)z$!I7y+C@4tHQqFb225Yaj){^{eb>&b1!)u(7TVQitkB(Cifo8 zF_Ka+dY7L7H5||B35=1Z40SxG6PQd1rVmnlh-*yb`dt(wd=sG=;RF^V7HT=djn{!< B^mzaP diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeAgentStarted$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onBeforeAgentStarted$1.class deleted file mode 100644 index c0f9eb36a9982232f433b113cc113db2d6afa4a0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2042 zcmb_dO;a035Pc&F34|O2b{so)9L2~s2wMv_`4qH7=5NW@&7Z#8e$Tljo0uzlL*_B=>b=!NoxuaUPo^H*h^iE3e zrgUDQ);J;1s@hE2kCl~M(n>lK+l+81k=m~1Mwn$0zNZj40Tc|E78r^X?QfB%H4zv# zHkMYkUkVgj%tO6!$2$V&k17baS^_gNsJXhn`)fm zLFz{o<6xod)9V7?y;YYBw@-7y|3FNAF}+#dJ`apTz^Q!JOZX7w5oGX@z~t1)B`Dzv zCX2|SB9L<-1y-4=N;d{SxMI z$7%0oU!`4fb+F+MVyu8qQndf?DN?{^0)HM%ylLY=x9dl~N!mX9gXlOD&Z)q@+_$95 zv}2Du(QoDbBQ7a+_OdkUdb3gtKRwr z*MH=vz*nT@-WG1)CckKux)P~0g=rprL^*@27)KQ|w015ZF{}$xb}nbD)t@jw@$swI zn5T42@UQwiKK&UBKhUNZ=R(i^O`I~XmFJ#M3&(Gff6Z0kgW@)Y9KInf^2-GRE}}u2 za{$3(N*SEN6Y`MKDC<-*RJ^mn4#ZiEZ6N1k{LMcms4y5ZC>Z`6VFc$=#d(8w4K5hG ghl_>)eBa0^mLu3s_Xhn~ zTdy)JP25f`Pjl&YYLotfsi7=T?li6o%yjnTK*mPeUi{_up6dEmAzBuQI>(s3t+w;t zedXnj^pe-aF6|wOINJ9Vm@*)~CZoxag>YO}psof?FT|&w1jW9<Wa47uL*1{bWQ+o>mM>cj9qJSOW@o8)#S>xlLR~7!tvSHF^jjxQNcxlN^mJ~<0a!4m}qoUHl+&PDKK|j6ar_o z9i;neGj|8d?g(677;WOk(IbIIC(U~Cp7Pt7)Yiq)+SC`X!o^?Y#>j1>*vIq#rk47k zNv&$8TyA_F3#bMN7X?nyf--E_q>d$A4X4-2Pm6}XIQo_jcUBFo9eeygPl6iW6ZqzE z;+sCxw%2-5j)RP-`gq5gc%xuPM8@=E4w7_7nbr_44i6J|wDZTmgi(C!cm*Gf<9&Q6 zP-_g)5t#n7o`(iSsXqvFpcFQaFR>pOj-=9)Vm=UxN}ExI>6CV**^-$KrTHps0%M!H zXN&PDaQ3R9xs-oZSt-XdSZ8<<7|?^63F|L@Ul za55K6Hk-{K5Y5C-pCKZ5LGWw-isc{i(Rb7t`k5W-zwk4Mk7+}oO^rY=liud4v2eIT zrh+@%$N3i=fdSm*UI~qW&&ic2yGQzf+-c%5=6Epih_3{7oGIv8Op-bRH&xJS%s6(_ cs}8T>6K3-1Ba{<-mY|j3ELIXCwU*$VC6{K{lX1cehr+d2l>;Cx6N$hLspDO1yRqyl z<6YdbnTofS^f~ErvK*vqdQYX=sD?EwYMTlV?3QXQ)F1?S+4C&iv$>~|i+B3HSR1c0 zBhz@*8cK8NwKYj^FRh_0P;NJ_3rx0mWM9UqG~M{C%^lV8t>S1wAZnjr_Kw=jyI(3V zx1^W6Cbnts$aAAz&x5oKh>yre0h9vMCp|&ntTuhS ztJZV3r_7eXmDyqJ&JBwM8f}|(;~nKUGpUV>r7_kQ&EVn(d78@2R1v;2FH*BUXi}@1 zDVL|dj#*Sg{^kVE(1J<{)ufJjTn*A|A}Z^pr`q2X{)rc7<892W5x51;PQ`isMC9aEM% zUdD%`_y8OWwZ7Fr*G}_z`EMi;CPz=#WF~uxGxQ&7^~4yJt)|jB#V$C1 z*K|_rvIh@)Wa5t|EjoGs`%oF{cm l+;~AJFzJYF~nS5|*%VvzNKM$&|PL z6aF7MV|B&{#|NMMqa44zNh%UXWHggK=iJ@1=j{FVJLmrX$Irh2xQ}N752X$c;e zrZUb3jW|)ku9B`zy&Nw4*>!!WB5hPTHXAOHPBo9#w9$4??Ud*95CRP0=;3$AZAVud z>~~s$Hcll*M!{-qINO#^$0lqYMtNifvi0&Efyw&5?8qRJrWt&_y{{UsmM+bw@@^^@ zQh86HT0bMvBemUbK2=WcNGBOc>@vfN*Qg#iE<{;CT&JOF(1frYMqtGD-ccam;JMWc zx(_GHwj&yauJQcnP|>}`=!2kep&>9Qb=4zV?IK(C$X0vER!2^NW{TM}5Gsh{IY zYNr5l9PHZcrogxVYskgh=Q-f1oT)9P=Nfi<+IkM0D`KsP>nM#PgZBldXU+zoh^v?` zAcwL*&ZiVu`R}hFFjj8FYGVUwOzhHPvca=<6v^#Kk?hm| zmwA!49P&Q58t<@;OxELuj5cMW{Y5_aLSS@5H%;1x1+IM4CORz@nvS-b%gcWefb2NA zx-JvhQf$3{b1R0%sAM&g)+(03#mA-*#a0{NF85;6v9J-hlZIN;KKv4F}QIGq|P5ntX>I}zKyhr_*)_rOZ(O6~f6>d~+{e%y` z=cB+HWvRP_oA{7VbV@^s)SAI8w|+r8gKL;T1#|TFA-`l=pQPkN29?SWSeU%`@)Z_n z-4Og$e#OT>qV^qqx_PF${;%_tu*evKk&x8QBB5(O2!YJNMC*HDn+hWS%9bB>` c;JX%Ah*uU%TgZlZ5aJ-?>()5Cd+q2{M`tSqRJD2%NE_umnn7`l_CI@xH+HSj0T< z3M@+9@L6jNv)1rgYmBniIAU9%xT1}AYXTed?Ng+?c}(PoGud3&6!`XkRk?EGG!7nz zhvr)5R?$7y*4Ot`3Y!&N#v7B!;Z1?L`IFp9cA78ThN?eRUXJC9wI3^M5@Z zN_b!3yW`=QwMoEHqTSPjsd6w%n#UGw_+r$I2T#0z?9JQKs*{^zJlz$%iVw^903Wf> zYr|x*#}CSTXolqa13w~ie&Ku*d!FIU%00+cG){6}v$WFq^DWAh(kmCzWKtVhyXMTnojYr0Wvwee%` zaZJ3GJ8_zH)jjRaUm7Xh95aX|*1y0|iu@g{rbs)7tS9lw9+)*e~B{Hstclh)U`5a!yG_K+rrM=2~ zbj%y6dX?Af^&hb`v;6EimdI6wsQ-rde!|D!Q(|c4!ch7zD^+|##|7?E!qfRoC&Od; zu)s|LpK&d7=gs(NKIdBSa6m{dM@PRP{f68mvr@J^sBE!ya1JkRAs6C2KTMIen6MO? k&e$1?m+^`vxGq?{hEEw#a|`(pDi?t9paVtdYPcbwN`Tzg` diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCall$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCall$1.class deleted file mode 100644 index dc88a42c7f33531a80eac0fdb47d5411e40968d9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1858 zcmb_c-EJF26#m9`ZQ{6X5+G1oN+6~rPU~&>Ep?jKxGi1DKp<6adNpyT?j-A(XlK^y z73vG{20R2v6eKPX*E|&Bn{`UuBqF5hN;Bu|IcLuQIe-2A`yT*qAQreLb+lt`KazcA zyo-7^RnbEweMZ=h+kv{KcU7W|s#|m4+N2|sq`q8%5a3f!PIzTAPZ1Yw4+oJpUZqAR zQO6omGwHQ8@nAQppeRu6)~^c8bhqVDMu{~2=$p-L)$^^KwJgx=9;5cQ+RXZ2DKEFA zmwYB3Qr`h*n>(J2qzH)biD)83AsmkpsHq_%3;wCcL2w{Y-4Bn1p1_jS&5)bsC^yZJ zo913_ng`4YlvlLTepO&?p?iX)wvGsPJZ-JT4S^qCs>+osCvot(s<&2if6D%mcA<(V z($uQq9NwBh0p|tg7mg3ShFQE_MF|%LO2MSS^%r+tV6xt`>_QdVQDE*k2Lw)QGqgKu zJ#)LtYzbUiINY_1he-nUu1)*Vw(^^))W${980+&faM9OUlE}?Ov2o}BOU(KpNvU$G zT$cD67Elh^TNF4&4Ju)q#x*SAa-d!*KFK@$;^E;L@23h_Hg@*^p85(t6!>vG@O7VR z({GK%{fu&yTF;f?qOdqxN7ini-%k7P_;DCBySF!LcoiR4@ew`|sMJTv5}1Bg-myhd z7!1Q6D1?jaOY8)ME2;1}-w(`8sbjZP*iN=5lMR{bP^tUj5|~)meUooSf%D>x|mt zo1u1^?Dl?zS^k6EHJQqR;#Pc4tQH%i(oQ0sQ|#@tcT6v_j=81Fk1YGGx^A4LPI+O_T65(y03JZr1h?H=Lca?v^5a_^N z-lfn8_>x$GynBS-5_^UDm~bRaKH$)xhSNDbgR_K=iJQvdG-e#T={1MfagC9D{s6@o R*JHF|oWV-WOs&Sa`43bW{g40v diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallFailure$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolCallFailure$1.class deleted file mode 100644 index abab0186c7206e33c595472cf808c77e31cf887f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1908 zcmb_c-EJF26#m9`ZIZZc5+G1oN<-X|IPGr3KR8Wm+y+)MC2gYI^lIWvok`X+(eAA2 zWgmh^-~p&aLE-{&%|ju+S+~^079na^nmK3BoH@VWoIn5i?RNk-5DDCrIy|tp8_KRS zE)6?2QQ<=+T}IlBnqIo04^^yrY~F|A?+QBIXG}Uh>L*uk&Gro79!;`0#(&#f<8X=$Sd{)W=684yd$tIb>J%% z3@R1)N(Ij<6&&#@P+rwWyETE0#r6qG+!&MdaP=BX+X6qlQj@FKP7>fa3^dmAu*z;v zr@p5rGT5l%9Nw8g0p|r47LU)riaESHi4rafl)OuU=1XTFFjebVLQ{E+3S2ra4uR9! z^zDJ#%+f<;b_K31jzW29R3uPq+oT)rE4PzKZPHL0V_p6>((rB;$8slDMDxObsafYW zsZ~x?n#Hb)MU;IJmjq7Hf{F>+sETD=_0ns_$2sgTj=rd2bXCCa5$FGVB2@69z?0#` zH(jDlw=tCWbICZfj^iW^{ZMI)ZQ+aaX3|ZEt#0il_WQh2$8~B<52|<_A5Y>Vd?HY( z4Jyco|J>5hNGbICeqt2-#z7|zJj3Btc$7~PmaEjVyUNco+mZ3MOtcSb%Wnb`o4RZA zQ7Ul$e#Rl#Q<3TGRP(s`qV2@Q(bEl?$e!Z-{FhoaGDan>Sf;5W?$6#ao!F)S*zR6sfnk0jD*|15JkF+^J6n!{V9x5(Wf z^`)4qFF(bF`qf|Y-V^@vDRRFwI3k_rAC+=bBIn-605{ zdz1Bg{bvNT;p3+W$XyWrtN($OU-0QqR2n#%8(jFu(L6q5>;f%nczT8OHdlq6!v|za zxWj#tf8G-q!8-SnM*_YkSK!$?Yh8hXIBnnlt|Ny?rra?u5ae56@f-)jN994JL`R; zyxfsq@|bu;e}__T?0G7ZA|RfV(PYR%I4&blRRh)+@>5TOVP9bSaFG;u1(v05gg!Nf zeQJb0H4ggJI22T%ysC}%YXTdKof9;;c}&Tp&1)`g34H&*x?H_>k_3-IKyxk6s_Y+Y z7jE=K{+d;s!#fiw;Jm=X;`s8bn8Ul1DB+?&DTEYQ|E~oIOx3!UxKsh40++_6A#hro zf!$M^ncG)pN8rlhQ5-KF6$#WjHtj{b%5SGq8y87qtj`~Yi@wd0L~bXFP+oYInf1Yv zR^>E*g;gw~9D2AUaEcyOLdeEdEaPgBUMoJ$F@N#sa~j1~1-v|>{9jLl3O*G0eYEgR zpK8-Z`OSJ=N&+wQ0^)ofQLTQb$*J|BclU}97EOg>iy z&fm{C68kDP1MM``t(Q0;NDgZ^WGefL)AS!^)z}!7wiD@`;yXBd$8;0xcmquNu_Y=e zH*J=7)mMz25D%; zRDJmwF4V6+$9q5WSD?lH(ojV@&p#UFu0+ngj|CpRMZSQyF@qW|(|Vo%F%t+u=7Y<6 zz5Wv#v(eLMXpp-g!dL$dD?j7YA80fTG&el(cc6KE#@q$kv20nGZw?=jDd7(H zN&baMUdYAwdizW^=k7JUE! diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolValidationError$1.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline$onToolValidationError$1.class deleted file mode 100644 index 423bf42205117ece01c106c38bbb768557f30e2d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1921 zcmb_dTW=dh6#m9`ZIZZc5@?_oN<&OZoOZXN7bu&iHE9Yf83?4xOP?mr)SYBK6YcC; zee7T88@~d9M5)9B;+Y?X_-5TwlbD7`wKQ|i&N*|g-yHw>*KfZAxP@3?RqAlp+HNSj z%49C=*i?lNmCSO|R^0NZ>v~Tm+Ng##_pMDfWumubrma~^Q=2xHY7hdnl2OSUuz5yp z7w+_Xp*ERHjZDH-Yj~O$_u}4OQbSpw+-_VEm~QXLz6=v-y5YB5JF1gKg=k42Xdhzs zuG-4GU#moQM_KH1$QzJ8_tRt`} zb>J%&3@R4*iUlt!7VPsZP+itWXDb5h^X(&)IvSDpa0R1AFm1PjQg`ORXLoqtewxI;RNylWV4vSjTEJDfsd$thu<*+@J?pE z$!4?p3xetJ$uk7x&I$i({(+@mapNZ{4IIr3F8t$Y7N0V9{=-qj(~G2cxoYejJ|JDQ#OX1+W3yWh9} z_|Kic0XUAk0%=uOik4MS)PiQZj*_!%O_|kHx5DQ@Wuey{0~D2+#D@hE=NfVR>kFTN4Yp(QgqYRY*RIqY{e;SW`0yH&E(a->S#G+wqoX7 z-7+0zIA|T~58hv?H-I4aP!g%Akig95wNoDAY5{Ta0i1Xm zM=h&ZDc7rWR#Kx--?M7s)Kw||Yj)#X-Snlu%)U5)24fRhnChcqD} zA6xtZ0yFpF05;7ky$by+={RlZ4 z#m9UqpXa%KJPsj2Yz+XH)j=4a6xf~_&rS`Dr-vxZRj|C$A&Lw5)DFA|Rp8MT-en9! zE2u`+Rb6f9N=_?F)enQJspQC*gli=_Y)Vc^>qyLKvsBJRhfkP}#AOD5qUPjwH0n&^ZUY}6t?7SmTR<6k!T!n@7kh@Lv5>$QeR^+ zugq@UY=4S%z&$Ki3qU0(-el6=A=T&-IX$l$6?$~8N|*OhC9cOPfx>;Tyr%wKm%An` z>D7D`d-0%bT@eVCnQRUP0Bz=*9D0nzmHE<89p>)ct1_h5N#*z~u18RkIljJjtySie z+N{BH*kkX@e)^rT(;jU`yqZ2Ro~l1;-*)X7ZQq76QeE?N_ZMK{6KSY=$*a|AiXA)vNzQz)8h2(*J z`({Ynoazo&6V*2a9xSOv&F?s}*agG%qXDkh}?bqi&0$Y&4PhS9IB8@e|53 zS{`0rh(vgWVxdTAUnsV`us_r*QlZ|^sfZlHC~56iP0PGmvMLV0%V_I(L;9k|ZQ;{5 zj6d`9A#LSJ+xVzO#Xqasx;kTMQ}QOTBdZro?>m}2Cv9`ZF|{1LYaiwJ@pz>)quD`E zG-H~Y?FElU2DT5GIm2?uaG!Tflv%4{=d@v6+J0!V!Vle&c2;+EE;eAA7PAlom{VgX zEz5OWTP^!j9rP08ZFD%yCuCg=#A5QRiNC_UsH}YR7q(9D+0Jkv_g8Y?Q#tW(Do9JG|x%1s`BGP?Bj_o>E8~ur3^gEcj zaTodX@!4C@|4yS#c$fE`X#O`6VU)TCdE0}V>^nf$o2ZOQTxXU25}s%K1uP(kmr-C_ zI=t5d>{8%x5@}pSksICx%60(R$-uqXU4+id-4ZjK8@|E$^{~Ziu*KkbR(J}lU@Oxu zBcf*4KZ;nYi+*2TMu^TW;_7C0ui?`koH2Z+?l>yg50>(LBafq>PYHQEwTOi!eDOBE zDsTsH0Mc^E!=}X>aoxip>W>cSvR_tG?AgT9kJegRSZgUZKwp0xSbCNxA!*l^>RQH6 zyNTW+e%|P4TMfWATnhkfqoYM`x&@2UCAQ=&$tTHl`Mkw@GkdQD+-$-UdqRZdHlHuD zwU0!2$YICB)BJA4Bly5H-yD#)N98TykOz-BIEY^`ihenbrVM_S!LKv;4c^S)xAyKcKgjim=-$(euBU_6G+W=L^I!MwKm0Fa2&gc*iMMD5KL>v^4K0*(x{q| z2~b)nv~*u6ZRy?uEiG*+P{=}BP)k?3edw2-a!&i9pZNtnr|EO08A+BEj0-)dADWyQ z-MRO@&wcNEpLe-_^j@*Jhte56t!4D_!mt(URUiajm{>M#j?1}b)~28pSz1X(jFhcsQd%Ms%UWqYH8-Ip zXXmsbS6Yh9XH#+8FjH1!+-da=JL9Lz;YMBLSlmqOMToKmN6i#h&T0~ExYJ$Zc*?Mc z_6-!v+`KCvc>7Vgt5aZ%;#Q zCj=gTTOnzt4Jf$w@M%P;RGqzOSfOr#4Z#ih&;VaOJZKaMwMN|&yTp-lB_B4SSw$`U z0yT0?f&FiB0|ND-j2_pG6+I)+5Q>}0bV8RD5(uuRkwBx7S}~V(hu#7^Th|h;ZEcr8 zR~7749&=Ei%`Qypwl=5P8mTJg1zIY+v1{4pK!T6Kht?3(S|s_z^KRWG-MXvb)?GBK z-sQM;R|U}8lND%N>l<|EjFGa8xD|;On}=)#I|Q~a==SL0qlb?li%yNr#E!>~j7=RJ zJ1DTFwTc0JcqewM2w|5%Z9<#X_}B(Js*JEPqtDvI$!*(kaknFJ{a;52wa8 zBf;n-aCtR*lP3{$tLQ?HfOkR?vt{iW_|S*la=kt zfYBzthPaidw2nG&BHPJuzpP>j3=UUU@z4WVBQd9E@+ZN-*Obs$K`e&m+ygk<>IB(0 z@ayVoI7N)CD9BA$<`OWrmMMzltDY()%}}(A3r+#jR!zH`%~`TDjrXcBLGpUFxw%V( zIXaPzYy;-8!p)axQy}nZW;2JtvIJ6aH$6Ez6+1REHA<&$bn{QXKJwvxxVIkn;Qa#E zmW2Tle?d#cY|YlkPRI4Mj2Q~<6NtpML?URL!Ce`~=cK+XIIGW-OTk@*gt#ksr(rJ! zi>Z7QK3K7fm`o)LPEvnR#r^n@z~)fCl8|#9+Y9WdW~R~A)u4dCFq1lrY2<)GlWZw7 zdC~m@R6U_5S<>cZ8XeXaf{4JL%5tKT)$uB^huPUzSU#zx^RUi7_<77^N1<;{w^*O% z%Tu>+YeB`zs7xgdTTi-D_32VDyKy}Q*K<3bUC0P&p-w8-xo#OC{hiuy#(XHh8nQIIdgM#U7g%d9%Z8UrpEhKRC8B4JnrzSAr>cBBevj(8 z!sE}~ccrIWggxD!n^Y-6JsXC#l$p9KX=W{6@rbp(@=jbRxMz62x~ zSzoyQ1vG_gJI-SBv-}qLCEvlq7+P={zbJ(*eCSksUyiNB_!Zk8sMst+21khLxr6IV z`Pa{(^8l3>jNU!XaM#XhY%OAbSmH%XOYZ7sT1d5A+UMoJnr=1 z6$I*$0Iind* zBY@B05h6cJ)_k74Y$5&>zQ9%^4VJ(c*;1+ZJ$RI@O}sWg!9x$Dh8n%@@Gpp0@MYpL zi^x>vFgQvXDYfkaJf|d+Na1fyb&}5gojE-I42R0eysb#)ZCpZvaq22Ee}nK$SPuLF zZe2QvKiuAN2H(rU!(%^#?^ojbi@1LLfTokUe*Cb^NuKnN5cg@0NXOgn;5LTa=>i?p z^bDS<1Z^yWHWIX;Y$HK;Q#l2{B}@xj9{z&fx8(f3%HJCP&EaQ`cY5(V_IR)zzo#w! zpN5Kw_J1o4;SW5eX`WMnXM3f^d<8Ai^*RghpexnlxoLQ#_;D1^ tNAUvAL~$19qBxHir}^hbI`L09ZsDgEUb4u^KXQH(`S)`^Pvj+D`8V#+BoP1r diff --git a/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline.class b/tools/llm-bot/ai/koog/agents/core/feature/AIAgentPipeline.class deleted file mode 100644 index 902c68504f26e41d5199b5a043721c401f7d1ad9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 65088 zcmeHw34B!5_5Zo|O)`_o5Qd=0AYhcp79b%BAqj}=2(ncW#HBif2}DAIc>!@ptwrlz zm#Vd`3u4tSZUm85BWkU!TH8u(wXIg|Vry+{?P9I+|DJo_d-LARo5@T-`uFqs<@3qB zJMZ0l-@WIY?>Xn5yUY(he)KUSIx29Kpo(})<=Xc4)s^wpiMCF&vZ=izQQ4e`cW%IS z+T3Y;cX7-5L~Bc1B1l3|^z`_~cx7w6ZFS|Mm8U0~I)h{gDxBQX*3vmekTG)9vIrGW zVVD9G6f|^gdnd|n;)>fhbfOlsa%PLUKHk~1CedLAsYp&jQz@82{s*VoUT zpCrYS&W@J0)sx(}G<7EB(VKo$8m1`q7c|h~z~YX?`glho*=IpHH!ng5(|{t9bcmos zR7*kr*2?)UZEF*&j)|LV7R1*FDHf(d%%?ud9P0jHL8Tpu)h%Xcq9d_twiXCeP+#3? zRTVOV2Se#FeoGnZP%?B(ylqu0SR0`u^pjx_8nd$_-kDf^R`TJI`r&Xv{Z+9U?QNZj zO`TST2#wUwN8x#5Q=(}@XJTRdszkDUg?>IJ`Fv@6du#IfIQ_g5{jkc;)XqSqymQP7By>HT-zu>i};Y6=}4 zrlV-8pdw9AsJ;+QhbqcJA}rbjX(j}*sRKAk%tfDD;;ou`f+j+trBr0~F*_S0G@IrW z(=0m1O9&sK3DP{M;Fh+H?Q0WIg+4tWO zLUpv5d-NH!7CQgf#94ys(#fN$QA(i_)~BWOEZYz*>1^-7eUyXVSwc&>uH#{I)^C8} zsQ2l1dar#6v7AmQrXjRK(3tX;@_6~!`1W1pt*7&-WtKyuh5;P%|NI6j!1k!IolTs`2qp~H208p6?y-W&5(4p(KS+NS4<%-tk zsa&z3THC_7O*VuXwtItuD@ZO2DcTKBuLGIj!HqEAMI@SraYA_)j?V#XmJ`gvQ^@!NMy489WU{edvto3T4-%g zz(xbs2^!+#+DzZj(z*&p_E>bYT~P6vEuCwuehYG3m~7;68tN}6)z0&b9Z6?jgwCLj zFs&!p(^2Uhf(o}Zw@Zn04>kxI0DUlH(Q%88UpjZ;tW%d9zhv>Og)?VCsU8IVkS1;s zI+HeqX(K^_6k9K1sS46Lf-MbNx_gf45fy_l(Tv%lWZ;);V zi{O64A#8`89^k1*<-&c`@@2ZUm~Nr3*tMwl*w2IXHTVi^;^smiU5z?UjL_|LM={+- zcfzM@!|e#&MVt7>HbFHhENQkJS|B8&BNe2t!=^(n7bHv*DiYjoLW&z*>S^?Rc*$t+ zy>wrg?xAl8n$pAD*69juzb&=?Abks6nqOWOq5CxhA5h=NN9ZB_{b2}&5}XKiQB#<{ zO*;e~<{~z@u{z$m1pZZG)~2S!dKU8_?G#km1fR96v%PEt3(mU4h_aQ5X6XI05!!ti zQO2sI%)vp3cBP1g%X2EA?}q77dJGP}HiD>WR=jCVdCNus*CmiP^P#!JiPpqAn01vW zwBACHpsA^5E|o<+5DisN(Z<_qM4I`|inMAr=MhxUTyB*YGdScAO?<$&%_~>493d z65K7|%dXtAJJaK4qBllE(A&N0)8x^kF(64nnyc&n{pzVy@B5aUe>2^$!Ir4o1a%w| zKM^R0P54m}y+~Wa_*ly+sQ0RD)vnPa@=7I1)(|*IFTpp>xs;MWi_t;)nU2}a)=D%& zKWAgShkhaGL4RjSIhc0$Cb<+t&l2pS3z|g~vM^Ogt6mM$%k)d8r5>lH8tA=3&u398Ogz`rLbAGD~05o(s=nMuf1SWL~-0$<)+ z_(btYVk25NLn~Xv5qz8BTZcz}AOhL#n6H*WV61O@+cdU4vk}@g*Rb)~?5C)cUWX0l zXl5_5^4O(kt?#9+xaL4MAvcwt*BCQ}rqJf1phy%#o8x0Gr=ZR2{V?Rq zX`45elmtas#Uqm(NasoVovd6^3Q|PEqFD4nAQ|qkM<^_Dg|h^gIPYfL!X6QQMHC84 z^kWJ+%KOQXX5X zaE;wtXHa2Qvb<)GC!P0+z3-DlwM{KX^^rwlIHP(vqk4FLsJ82IP(7OQ<>NMG!+Dba z8p313qC$*yLD+sv?;xB~dQwDGiYkWich|6Y@i@UEZQuZ;?B(Sk#Gn zOa-XW2#YU9y}WhP^#R}Ht?6cnEkbVeSA&ef`YM9h+6 zahzC+PN(pl9;$K~J#_s~4HG_0XtZ^&~_egy>)JC{`jqW#;&^UF)Hy z%yCp}&dXV5Bj}6!r>4oi^z+w?_GJ5H4z#8LValWseTb*GzB-A5fG=W^+D#JOQ{wm47U;CWJU0hT9; z&4}het9P8WBmvdl&olReTQH{=iHrHYpR=7Ln{MT^xL8npo|g-3Di&MBrKk&RTE??j z5%C3m^KwL2{CMswt(Mkt3@==cdHcp2*J3*K*{I`fpa^keS^;5)=4poZA#vu-LEwn3}p7DDrF zvCGj>)7WYHHcbWa2&6Q5*Nz?vdg{PwhBU)$1JN5?wD0CM^#6JO-PjimvVXdgo2HrS zhb-GDX4W(|i&@n?Q6zS=s@ct|W;d&vhHRB;q;*uwJ(PBP|yQ6yer%)i2ze}yqWIa_tMuqzs=9^u{VeyvuJ<}f=>J^Ti=CqO}t+JrN0*MZP>ZkTE69;>zu?`V`E*9^IcX_Fz zQX9FiQE-@v6%j3MYUz8Cy6U;bDLHAtjJ<)^n^Ohp?1uidR?lbFpGgj|=JZ{(ludqv z0)fP0%yu+m`6zcm&^!Lz%T|lOjp!L|>FPH9j^Bi;BOzX6Ya=fohm5y>`GGN8clWPa z{v^Aco8y+%$4XbG~Y?bZW^-5m_jMP}4HRgoc{_h}E?3Vzg9En_5>;Msl9p z%D^cHf_Z=qkvLgWEc?j5SWAMf97@xMbwaD!+-AHoH3@rfb#N`Sx^yVP+7e4LwEDz8 z#u;kk;g#8j3s_mbZhdFvDzmi`p+F>)YR`Jq+Pbb1bwRdUE!k2bI<=a;H_C~g{lwbi zAGPkphEKDSw|&k`m`xom>v`iqa+6{PUgxG|@?6yA;S4m599Se{&@}j1%PIJYIYpB^ z_1He593trCPmH!|V_tzgEG&mgto+Hzld|++az|}Y9-&v3csk&ykz5yt`IUw$DVIlv zI11wNe>_;gm_ zxlIxB(8Q|7(ciNLUHgf#F5PzLLSpUw9TS#wB=#`#?n~utSS@!H_oRIMKW|~^?PKM9 z*4qo1fY961S#Re}MMrI8g%cK`+MQEFo|N-S*4P_e(wWd3z_ACoq*xv&mtp|{*6%7A z#@5GDR?QBY)m=eHIxTZ)u{7A{JR9rN13}|*au{tPhGrdRQ!7iGg7PE?fLC8S$Ds(B zo#H7ta*t6EWaVitKe8s z6j>`zvV!&Xsv?P)4Z?EO-EO^sI6M*WJ&uja(A?|g8DZHjJD8Nv+zHm)dC}8p8+HP> zWY;07t=LCDdsDGIQ({q3xYGhE&%g)xi@@O+JunT^_MDR?T2Ofpxs}}KI#X@a*zR4P zfmSYV(G))R=$;IL{Wf;5hi30{P+pAlG_vR6o(AP5SPHK}hxJG;tCTxy?GE|Y{?Ii! zLB>a?IZMqloVejCVlCnnxX`8KRdUAsNJRUf{w-(DU zOB}vYkkI?T(#~hdQz)RdCgh^EQhLD(3`_59ede50^1%N>;W*oFdgqWmy+7LA8=aGL zyK_@Jc`njR;T@}-yNcvCRyo^PlXX%))kCnPz)?3?ZI|QLL*|ZYn3MDfRbsSWq=BS>rrjB)eJTbhF0kW{s0|9ywL&bVZKBc`8FdFWt?{PNMxN zFIoeAFD##y&){?}mj=>pcNEZ3c`6`Jap<3CX$*!`12~0n)0?0Yh7~jeOw|7B~_kXcJv#9 z@@32ssl!qEm@i90r>S#0^e!YpYqD#13qG@T_T0LuUSPe<;-os{^{bQZ(_;7e_}S4* z?W)|<2JRqPD(!t5HQ8OssAVDg2=i_ZwPq!EZq86gw<1#Tne4>E>9dIr7o{EX%XEw) z&hr%w`#_b{7kYYR`}P@L4&CY}L%wv&vcb~xO8+Xe?~a?4oFQ`auZKeV*x({(gJDR% zjwNQNMk5&3&QCU=PZ17;QR-Ga$n93B~w zf5gF8$oeNf@f;^4?va0v3M@)HGK++j>(gP&t8q5$i_V#;85o!c7_;!tzm^`T->c2O z5&2j7Hx8A**SApOJf|a)22md`SUF#vjk_Sx8E=j^VZFv#LHQ5f4w$?l=sC9+W0gaR zHSIXIoX-|FaY$_Y+70XdW*gF8s0-=?hkEl+zta6GPm5H=?jf}GlvVi>oN@_+`7inJ zu>7a|03`X3pr#&q?oWAN(7F_u!~X;h&y=sr|CSO-XuFu1==9H~&g{(wr#1F;8e0?p zI(YGj+-u-8(me(i!_C)L4lr5Nv3Nsg+6J0zxJYcmF`Ae$vdjtZWh}zh{xcKyCSBga zYuAi8?MB|hski3o{d)E@b+2%3;w+Wun^G?nLRO`iszYG;dpJ_L8d-d|3@cricG`fw zt2St0SzFQ;=~WTRgxUKGMc`9lH{AQ)QVd0&Ai;`ZmQGU) z1&n@}7ws8@y#3hdA2v#jgL*hd+J;H`+bmHI8Ux^?0f!lLa1b)9RQC7|2BI<0z|T4C zF$U!U#PlYWrvQe5IKUyP5>R``&;It7YS@Pqh5s9=ufeYuI3B0Jm*cC0ZDQEb5a*cl zT-P6Fkoz7^$H*x39uBd*m$4)d4I76WyhaaV=*eNpC}cc03G^$hgsmh1m7mNEbY#ZfOzL=T!T*iKROdL_ z_q5lNkx#^N!`6}b2 zh%v*MSwzy96{SrWLuR71Gm@_B(S4em8ntnc*sL`H5#tzRF2=6LyuO9Tu|59ohfkH3 zzw2*_s_+W|^Nj_iB#ea|A;^UkL1Qr{U{@tpZdl#3&swGA{WxPuvGEyWDGp%j6<9se zk-!maL1S6iSk6vxPLoV2i<~K(YYbrzqso7Nyf<#IO7zI6>*Y zKx_^h7qUR~XCK$zvhK)3LvHerT2P6@#m47Y9IzmBMy}%E)Z-@&$pNyK8fy!|r)hxf zY54vg`d}9eYl*DKm1Ydccv{ACae3Idg5`o^F`kExY~&b=@hhz4<0|87G}*uzf;q=x zJazfW$iZGAcSNM%Q)6Nj1gv)NZwUbsd*#Zw+r+YQL)f^HWn+M?GpzPHqJeYZv%P4I zJ!j+EKxCCwl5vx9GfM_mmd?&gb6Cyr6O4Y2VAu;Zgb<$^p|IP$zXbwoWLRb7wN^5X zkSr0mg^k-;B1$0l8hA`L0!lqB3~Y(*Q5yD)gpRTAuK{G=ec28DB_tl||S z@~IMtl;-bm*?{YxjcXY#i4SF2LhcP4_pyWwu_Pp=^^UO2$X!_ct59Uvzpzhj<= zuNqgjWNpj(^$5L}#aFH3iwWX%CRU$?g!;Kr^8{TFr~#eZMXx!*~sHseU+C{jl+u|93Lb zZ2jzC79n_}6zD*Mqk4+Rj`h||#A#IklrQYvpk^`p?DoMv56Q)qG%;M>xPA6LqH z9#Tr1%4gu9t$3SK2$=aA@5l^K2{~$GW}-QcpX>%6fVU022y#KZV=b2LsU`fzU&6+_ z#$U1c&8e)X(|9tr0xIl1!I^XV==t|;h^zPL1TL&m%9XJx6U*EU1a>r z_#k5Z*7zMyqifb=B{&Z>w9nkNUAIt)A&-SlPW78Pb`(cXRlLf&;rZm+ihu zRLd&SD3O>R+eA?-K_#VuQhCfk z^%<)=wEB?f;6eS9_o@!58iLAXXz09X^f0dKnBAMFs_M(4hvVK6o_oV^Z%VYB?^PE@ zkHmF&bxCx@pl~U8$p2L%@qLu*`)K5=K)x}@?EXC0E2CrQRYk{HHB_n^?3zN+szHH) z0xd6$j>nT~r%cVf;n7;(GKJ9zxL@bwoH%blwBDW5dD1X%T(l8SCZ)A7wFiaK$((QA z(CATvN=rkfg{o&ErdpM#nqv0|Z8}=Lsiz)KomU^7mMv#>=AKVS*%?;ZnJ&7{vRi?& zvmL6u0JX(c=bb zDlM&A;?Vv0c?+Ymb=XqU;YH7P&*p|D+P94Vf4&-@#v=P6;4Kl^{7y_szWhL?m*ijR=d)M3D!O}1TBUuWyDt?k z0rcU(WxXK_UiO9FyzKH`zU+$LyzI(ezU->ryzJ^;zU-RbyzJUuzU+&=dD(TneA)HA zdD#uUeA$h?dD)kG@v`Geq5-I$f)jRM6kxpvNBX#-(ZV!$rl>0D&T>RFJZON++8)n6b38R&FYt$r8F%||I{o8rDZwTlV$hU3wPg)4U=*eHu__P zloYS`+_{xcwdD`9ypj&h6aTf}>9nxE<{q_w00zO>mvaj?kNv**b?b;{m}4 zz1e%Pe7eFrEz|nPn}7z`{aYOGh+{7?ejNlCJP5Smiv7iklIB>BRR|hkM{s&*O)xNm z!7$QxWm;K3yerY#PqR~OcE4B^pB%Iwtaa7EepGM}t=A2b;dsd60xnUWnfL4PYur!V71X;csCQS;;I5#dCR|%LVHny{ z*AT89uTm4M!Zr1^!)nJ&Y^-mX;G`R>s$J=ZWO{sEGF@GhOxGmqX{ec)ykA?JOivi^ zO4ldTb*}eLbiH??>%H}^_o5$;j4CM)kKQkW%HmL4J#0L4ehip8p-!diIX!VAr|YUX z-B6>_)ks%YO;G7tPFL5eblsSmaCI#Ni+Mh#He5ZSUZp2+o{0@AJrU`eDxGfNbhS#? zkLPr)s*Y2dO}8^CM3HC5r- z234+M!kCHS3FEm>;54UIdmE}6I9H z1Nt#BJbG3b``WSJuCrxbVlGZtF)3%}C*pdcmx5w2&2DbJ2{JqxBh8|iu$N_ke{dRCP3Y@F*^ zIOW-R*Rx{Jvq8L5E2Up!(B}f~d7uV8dri@RXv63o6dL^qm4rlrc!UnxP6J2pqCqQm z(4pNlWIG-1`Bv`vHp265wCCGc&$lYix0(kOX>0L0oBH8%6j(F?%$P(&@LxvLr~?1v zXbzY(hbGekd@i7Q_^I&Y@qYrXpeFn`)2Va@{yS+@U;=81po8cT)uJv!y>&E^4At4E z$)F(aO{*xK^axEGQ#u2m6*~zB>^BBtfyM%(u5e7OU?(k-v^*AASTT0=PCCw@(GSz% z$hHhqZae8jgO(>7K8}jyko(a} z&?KOGy9QNCWGP4U2X@oyUDUE-wAewd-PBg`2z9P_gwEbZf%}&~NSp6RJ|i#@pAd{w zgQ$VIf;mEbo=wB(64melx<03A<#Zuk1VK^|p;eCPC5Tkxu)NZ4*2Q+SjB~(bFk1|- zc!DmunTAz#(qOx@5)ZiXHR?o$0E^612N9 zstVkT=KTWy{Krf`82@+0kl}h}*-pAiP&eJOz?d>-Cw)~jc_(cZbTi!=3+$x3ajPI! z&`tL=78-TISYa1^6ZsoMMqN=Xq>F@OVXMe0PH~aqSaCOfyD?(a^@&AdXnHKLogTy` zyq&hk`r^x_UG&I`SachWiAC=>rl4-r$l1}$?cH=+W0+G9aw?#j8!K6U_uiX`?%sPE zF*|nAqbo|kvx6Rg96eHu5i=+}VlP+{4U!Df4{<;F7ob#y@Q=ME+Ed+46-j!^PE^pU^Z+0$D?uESD&Gu&WRtKrEI;V44 zuT55l?j`g1H%dwM6zU6IawR}_6}1{C(6zXJ71yV5{Vfh2ETOAJU*iN(ianA2kv<6N zLy#UwSBt@Pr9wg%wA3lo$3nvCU`sbW0d#CZn|IR{K;Bh&%3v;}F9YEGG(?YDPmA$w zC_RZcM(|%wPeT#(p|3)-eGjQ3v}id!gH(`O>0EUWDnSg_XrpTSBYhvZ>kF;;COwO{ zmC)a5uvN=nfmU71pJ{|u%O9ab`JRyrQlF#ewE{6Z(10jjTpcTTf?m9t${8vzHkQOn z9;P2#SS9E+=Mdm6(=UGXk@dBvEDv9WL$y%G!TpkFmcVqriMEv(p1 zzmAoR*-o#;O2%%dH*gQQ{4Fk_?evFO3BLTei{4og>${Dn$NJu{AX?1r`~#yh#HrtQ z)4Pn%hv|)O`s+eYyw*+cE#SnjyXpP;s_n5pfbL0|P&=GLqxQl^^i{I^evsY^(qDu0 zt_#6IdXb?y+(Ncr9wp>2;*&ED_04F5!jpBiZ&u9$PsT~U8ErTwv*L~dtX4waruw!Z z;9GH83luP`0f(dM7TCC3slzytZUQ9kp|8+=^fh{&ZV`vkZKBLLQ4BLq66JKe7)iG% zF#doJLYWc^jB!BYAM{TW0BlsJ@bn`37yX;0=u0u3QujWf|BxXH=?GFOb?-y^FX;Rc zTo0XUx8Pd{NNaEx(G4^UIX(vL?}KIE3t^6+wZ|e}bTW9|0ejDIgR3E`6=(}+0wBtu zErIHJM}f8vy-gFX62GGocWhFxVC7aMhvSaFvqjTJI%V};vAe_V>Ti-Q=XBDhlwGDyL6 zgn}t-GXVauIEZ0d#Hs$>qPVdziNzZ;VR1|<79qcZpg7!(MF@izi)ndOnL>PW#xY6p zPG$^>VzmS7}T|<;j!mdxDc7loZbqBNcL`zrh9>l`>CBC zpv}g~ghQ?A1>AcN*T3WYKaEp>s0V?TdleeL0q-sjbEMsG;8GmQXvDn|g+{4Tm&0rs zoDze@5YVz6j_Y1A6oUIFh^|hZXCW^LeV~ySraR%}F!GAgjtXdmlaXgLeMX@t#3JwD z?RyU19=GuJG7Yv$ykr^4kj9$`^o%$7v>pWZ6Gw<)7T!Xz_kHo$hy|Vy!x?XZZZW*E zPpr?wVuXdaJ}XojcpIVcHXL{ZYDVf@qZ%V@C`(icg|~++me_{!vKVq)ze`jw-gby_ zjRhXGY5z6VXg2#8O;}5|=rOb|Rv;1b#{YGZwXwh=o;1EZ~E8;yvS*hUe(sMSUh zshVz40jHT86N|v|WklN{7TQW|%lCdz9PNSHa1AxbG0`QF$ut0r{FXha{0D`6Q|B` z4B0J?A-mmzQy6cr5JxHVb-o2BHeZH<6OYQDQgG@6^YvW?rwHu=5%7dJq&a>I!&J$m7JqSfORF znmEPwDi{m0z0yO&F0pWI4DA}bT`a;CMr(1b82FjBQykCuiEN|cu?X;kh(Zy!W-;TZ zkW-7g#oUFe8L=?nb8`k`MSrG{8tz4G_&6iJpqRj8_M zXO=6EMJi7nhq<07>(BsEb=Uw&HYJ%&L&JVmz*SZHs~k{FhH#w%7&K!Pa;9+_yuar$ zPWlsvw&JPp-BnDmIRRAc46n7~Agwe`FtrE||gJh4d zzyiSZGytT=X~YR)g%)~ooF(*~75&9Y9G2=YPR3|5t29!_99k<0n!f91Y{IpcmxBmy0P%?y-&polX0Iil6%q1kdi5kP~HoQ z^&pQ>m)nS@C>9L|c@Bm%KHOMIql_j*;og8w`VE3RZ(=OnL}wVQ5b%0kvF2=$dkMwF z8l_d5P;#$m!M(-M8>fr4aGsG;#4mz7JxYz6Ll_1v5Uor~+?glV!A&Rxix!JEXhpbO zV4~K4oMNY)q1|b@^hk+QP_s486(>4ufa*~Zss4tq20BA@Sj@N=a&i!=+zMuNYVwcf z_)%kkqoHGV3LJR#h&X?TxDa7c6)*%d#3cfH{FX+4mv?#62IE4DNi>)288PH`FH z*pXB9-IB)A#(qW}2Fp9e6{t{Lg(z3FVyC!PQe*#EzgTIkzYag%z4xvdgfq#!a%SE% z3M=MeY&itD9HKAaAP0Irq*D|F>!4qQ^fxLo5@296)f=m6sj-GuBHfDX=i%4gi0jvk z)9H5Hy94>|q`x^>JDUy?Uj%#lB4u(-=IEfJU&q+wd_ zQl@3=iqUYiw&_fFHx{#LLBJ20*t9%}fBv&g%e66N;6TO*Cy?Q9Q7(2{6mgHTD7(ac zEL+&JTM-L&iTihmhcG}2sbEH=V!L=a78$c$YzKB>YPw<(n3}t~#G@->eYR0$tdDJI z(6+8_WoVE>oblZS+}wu|yqK?A7b}LvIV+RJ`LAVhv@VAV@B}HuR&8{&JLi3>Y{pj0 z?hGYw7A=1|HYn^&C#Pi6wDi<7G9`$o#Lor5Rtz|yk!@_at}<(Uhy3O=z5wez6&@MQ5(#n zGBXgns4`3jRQ5~CFhyXPo>zvcm|mfBtHjF)W4H~|9S&G9p2?;W9}|yj;24*pSsYBL zd$o83B?@RZK=v@4kKq#E43rRlH0!@-0*>?mLoJpKck zJKX~sfJa3E#WN0gVA}3i(TE=awoWKe{E$O|;yDflisunt0DfM;1>>F{sVKvfUE-%I z#&EPd6exbgVB%1qc%fSyu0nz0d5!~$=M=b*_@M$9$1qhKa76}i32z)w!zV5Fuv-s^ zqP7hN0KIwC_ucs9jCLH*TbT!LcGgxapy18w0)d^e-Z!HMdMc|8J-?>rOx#$7o1;JaLyDP zd`(5?5#@M8#Rf5XswdG2LGr~`|3{d7vI?69~rkQHu!e8 zcrE|fp!l~keqQXs$$7v|@waj6w05XC!84wqk?c%$An))M~{By&03W zGBD9lZh{A+neuCMYPZ5dsW)?aD-=pqY*35?N^7ZIOh9a~ownin0`9$s>)-MHpT>In zm#Cu;#W;n=^w{8E#or*R92?Z;kt2fdIkCaNyJCay!&}s`K~80i4T^sNWgHv)C-9bE zY*3d-jSc?1H+cI%{KvxETG;YZz_BP6d_sK0cnfxmkJz(+SbS{ZEeg*QY2fW+g}0A@ zx8M%3SLK59-2;|;;R!X2`pF$8Zki8;(ahj}Ez z@ePD7oOnD^JaB|7+zrh2G3pS6?2?%Oj-ib(kur=+@pf4pi^6Pvyc0Xg5aH;@5yF0O zJYj)L&@zcB@!L=@QsHhXVKuo)vA)?Ngv+c5p_o3lDO<)YIhF8# z#KI5zSVbAL2PKwGBqz0nU1Uz?B5oAe*~>C#PrgATQWdcgnRmManO~INE*Cnd0-eW@ ziRjPgj5Fw7Tz?{_(m!$i7ry@oGrS*)d9YDa6*{}AKaf~vxv_C76*f9c9dwpD=q#1} zfYSgM%0WBjI6rGCN7>d=j_j60^S74teo!_9<)olI%8gkW zb6HE@Jd9Quv(TEHNpn>eltbM(buuSs(p;HcNN_SHXVP35leH>r>dZDawMXmeQZm1? zmQLliPwUB?-U=5UmjjO{z*??=wKQQZSHM~>hqYV*YiYt-B9J9c1SXgJTT2z@SJqNi z$|?*dVJ+o&S&c{ur)p#^@Tg|e6bky=Xg+P7qP6RUlBJ7?Ch4c^vj-ngGQt(Vk1&n%j~5zF6|dt*3z#?db?cc zOaPthU@hBVEjPegw!vB^U@hBVEjPegZUi#hVJ#E>*3v;|se{f^2c4xBI@v}p15UNI zTrN*=tmO*FT5>9*wFF|dwLCFzYpF}5SW7uI4Y6s~G8M75{lxufkvv6y)>=$F6Ag#i zrb7=7Ma!_1vrxd2spTOIvRJT7p2jh2sTP_d5?`!{Ujp?-Aan?k`(j-C$+%qUXMYox z{Y_}g+U&BwNJAeqD}9jA_II_;wZ>(Co3q;A({1~^PTAk8yzFngV}H%0{q5BDcZ0IO z%{%4UzV>&6V}Col<>|e$zbxvX3(C)Xv;e#t&#JPtJPQAbH2dqSEGSR+Am7fMw7;&* zZfw~ZllIq@F}PtcI+>wGTYw^E&F>>-u73Q zNVUIBX=rxY-%S4Q7I~?Kw|Ss2FV4nV=qKdmjJLvWdAVA7Ew8ZfhUM9u2Hvhvc)J{U z!+7&boy)a8TVA2?w!>nHJzBj|t$5xgud(g#4tZT;5M$LO;`|q2H@g>L%XVu4c9;B8 zET~pt2e-?c)GBOwGq1vySL~EuWyE0}_6S~wZ7;!=H#6dR3AVhcTV8{yeO@uHmSAUG z%`(jztEP)57EvXq=H=xYbb6^W9yy?MWmCAj+``>BYguz@-k`k313f$coDBKha&PA? z%aAu&w+5ifZv)W3>B%A*gZ3-z71ycFPj8M3hL-_`*U%Z_TDr(M3*p>r=|yoFy^rfZ z@crM$+4O<o}s__PUqkqRyzaVHlM*45L!RFiuhVHGs4Li!pgH%7e~7 ztHCIzF0clpAuKV~gVAETiwC2U4e!@67`+{U?1KfHdTCh^V?qr^3o#h|z8Z}3D)J}P zV6+6A5C&T%er63ui}YYrUX}*PBeBH-lQpQ(8iuBuSH9Cv-XZVwgXK00mfJMo?smZv zX~6Ps1xN>0N3jw`G8(JDY;#w#=|pd4uvk4=nBcKCsMKw+}2+>ejGSb!UWSN)Zi9yE#6v z%+MScEN=xY?*uHj0+#0hmRkYKTLH_hfaN)W<+*_6U4Z4S`vyz3M9qdJZ;8;bmML{>SgN`+!ZM`@gc?CEyE#6v%+MScEWZs{b^(?<0L$|L%N>B_w*ku? zfaQ6B<@tc+BY@?%_YIbGxqQj7mV3}{4NFe-49lP84NF}j6_$_X2g{^G+fV*NzJi5c zHL#p<_~RH-(qYy%&;Ih4)=DnDi4&Uvy_-0BpJN~KBN{4RR5UEp#hnF5hhbI5X)xEQ z5_G=a-hwG#RVye`m-fkD$zSW1z^UP1UMD)oT1_^lzx<80rmwM}qD%fxZ7S6}o-jh* zDc{Cy5B5AgL*?*RchQ~|$n?$*`7UNNc?6B=8*X{5=x!>Ah190iCuq;jRE!1ZwC8RL zh!xLJ!SV+djve!;{FtcAki1n@@9aE=3ie__UJ=is$Tx#nO#;>q2^xJ^ma)$ipL^kI zxt_D^x^hen(wH6Yza1uG5W+XrXa2Eio>kGWt6TMv%@&J+c>1lIP?=`n=Am^J`c8S0oyL63HUx0*XhP(VA~hKwkyE4 zEwl{x+hifN|a z3Ha!=)`x9@B+z(+cPxM%-U?_~KC6Hhasw^I&v})R0$PZH7Q`~GJqyR~G7g6g-eC;u z76ZDB5lIdm&Z{q%=%up&mQj(0D}@*i+?B{7ApMmf{Z%0S)gb*4kp60r{u+?}T9E!a zkp3!=eh8f?52MrN5gu}n1i3>FN_cUKMoFQA62^x{Nx(r#0i8(w9CEL9$i3Df_gav9 zl#LSOFn@B7Il$zuROGJe7Ij@lZ7<1P3vyo%a^C=Q-w1Nog4{QP++PB@Zvwe*0l9Ag zxobi0I*_};L+%L&gxq8O$z6AV$=#sH-PkRT>oTVFlH3bH?k|Jfw}RYX0l61~++P8? zzY21H4dlKZn?C>8@Tm# zaO+NRs~OyCp%w&#&y;PnNuEJlWT%I7r}mn2c>Fpognq2AoVVg`nw?YBOvu-AayrL{iKJ~TMh`RFYqVzr8$tgCKsue!ywgP$RO2n z7)$jPiquzj%Ze`J+Fp`+4@mtONc}iS-3?Oj0jaw|>L)UTiur$OrPfz;1{)bD`Q&w$k5 z2dSS0secGke-EU72c&)%q}Cg+^cXn^&*?yr`g(s-eT4mg?IT zsqg5PXLcFedPi!65somP1F4?}sb8Q8_&yoeDaMaL>K8%kpMccQ<8-e8ErafDHi|q_ zefK_*`obKg`m6q={`vtVHBa~KFuu_(zuaZq-%C;t2C07vQojUJ?*XX?gVcLK>Ysts zFN4&-0I6RBsRx79LqY1pJ*0l%fROqge^Nhq07<=Fk-Do}c6Aw#_L9^*o_z(Reifwt zB}iQhQvVX9{uN05YmoYNkor}Sx)!9a1F7BP*&qz(z9^7frTQU%Qh(h5m& zVwdq$FG;-sr2Y*^{RT+=CP=*iq<#~mehZ}jElB-)kopafdI3ni2&6vFBh`GSSMSYY zuB861AE^h)ze?#%YA5zS zT8ADA)hO;cQFSzC{NDJ3m9rA}_%5Hba(J@+I;;Dn$pYhTM6d~k|7iRv?KQ@1F6(~H zC<+{(iW1t+cM#k%GU02=wafnbviUbzN>` zhu1*3f&4cRV@-9HSZRvCfdcz8)ODtHEwrw~^_5RJ!{0z&6V6xONu{pX@u;p_^;PnO z4(HouUAwI-met^IAhqagU}Ru)prWuyY@s26F@;3|?xzfl4Ky-m|L;8R|2vQS|IXu1 zRHhyr|9|Ik|NnX(cVH6q`3KPQ5gZ}Y=Oi-b21@1z`pykR1O0Ffl+F$G4;*w7;joK? z0|QQ?TTGf@1`aW)z@$Qx4mN3kNkjQgV4z8#HR%YGJ~rt{Q|vNnq$#d9slpWhFln4A zFT`QkrmQomPUVl8fk7rUnsk~;)6Kx4W?--x7=jI4CN-IXp(b5y(sL&LL%r@_CjHx_ z4@~-xNgtZ@Uz46Ug*3&XCS7id!KN5u3d0mfn4*#Mi(#giYKm#5IKdQaO>v4T&QSMn zGsW$uc+3=!o8o7t_^T=YW{USr@pn_aY>E#|+0T@vrudI34>o0`DXUD0HdmXnMz#4c zQw}iY6jLrU17)UMZpsr(d9*3xraZ@#=bG|7Q=V_i3rxAvlv_;sHB(+{$~#PXrzyW< z%9l*}T~q$T3>s?eCxEw!9eOV$m8sK-_aj3G6-Jmc(N$!_v(o+@&EJ#}Yo zQ_WfFsm3J+#mg3gpCLG@>6$ggFdfS_Q(`(ZEmU)5rW*x}tuV|S24gb5yk|msDqW=o z&`8!OuctOuYpu*R-Ar*^H!N;x2GI+KwNNP*(+nZkLo&h)M+=5k)b!Nm_Et(09@BYI zxUNj+wVWA3grO(5q2>xMz+GPETPiU!oQXBsQ?s%pK-SY^D-pD#BaAjE46Uy4%vPx= zBg){535FoL!w8^VMi53{3ncV2L~BI50gWJvL9so=;I}q3li^%bcyG>-x5De{ zUij#AY^>>dPq-P%CGZs|TmjBEdpoN`yE$OZZ?kuRh|HqQ&rQ zbJe`C>87T8;@=pnOyknw%pz0HASO&X#~@pVQ)J%Ea7&LN?$tl$*56f@JYG|ZSJ{{h zN|4cNc4_*yQBYG36!p*?w`O?GGRjXvc#olPix*U9`JQHN5M^4NnlQunwQa#gnOCh1 zBR|Xad{H$=vxZTqlxh>pRk+4GbqAN9l+***S8Mp)lCP}~7vcsl7MC{<<`gaDiR+ejk5Rs13{WM9@+2AJmC9m2|E)&5Nu8Ai1AzdG3)wHvZWoV*) zRpCW)Tu-gz_Uw5;L21_3si*U`qDoyr=4JJkfO=`layh zPFPatBSxA^avRNCX(U>ao$YoSD}ISX>&HCg^wlL{w3HgOR8t`=b7+ zbZK{I+#d}pfk8pO{we5}gGy+wOKJ1)%)a^7H`lJT+k9d|yd-ySLg^Tk_mFmXCZe*` zfIlJAq9cJ$GW(=LGCBvP@#uuCbPf9Z*|;?O<~!e9i_%T2Jw!92dx`E7^x{whD!~YI z2mP|Fv@CX2O$d`CBD5S^dkbk zr-@xi^Fl(BelIa+FA6C%AKsh$g)j-i+E(~O^1tW~L2^<|NGII=5M0D75ZKH EA9i1dI{*Lx diff --git a/tools/llm-bot/ai/koog/agents/core/feature/JsonConfigKt.class b/tools/llm-bot/ai/koog/agents/core/feature/JsonConfigKt.class deleted file mode 100644 index 000147f757d91e56834010a9987a8e6b5d88e51c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7837 zcmeHM?N=OE8UNiGVAu&wNgA7wq$v&Cgx3taOL$rG1_TnqLMWs(k+fuh0S0Dg>C7%A zt+uhXTCLVt-(Ol|tydH(aF{!ANnwhkfv4o{56PlV#QG3Krm>mgo zLZ9qON?;77)9Re67^*p`937q3#%NSz*g2^s+xYS>cU`Y$+XOeLS-NWIPivOln;1_S z8bhSADmIfy8oD{J*xuJ_Qcsvl+?io3ix#yqRKyb2q%y4~M=e!1ZACTBMABJiD}9M% zU&=6OR^uvx+f%wRu2~X_8H)Dkrk>o#AXZill|aTC83B|q?9MZfXBlp%c$};4QdM%9 zOIXXW&DBSlo{KBGnba&(HIxBu!XUE|V+o}U_mkz0S{)YIP3v*&(qX8!%}`w#%bMC5 zYt2|rv0MzL#~m-hdfX>t9X70JgZ_kZI-am*r}Qz`BR6btKf~Ti&o%i!u#CrgvaV`% zjkZa~MwBf!T24%nqcuZm>vjTWFsWKeZM<`if=9v@hCoLmKC7B!ABMJAp7H(R1aCmJ zmf!(w3t%fAWY~Y3U=ki;kTXH6Squ*^8_Ww$Q-TTvWo*a848?Y8bc{Q=1UunatCD=? zTd^(*QhVx#xvCl3{hKIfah{E81E@hA!+~2*Cy!9=`a$u=EXsn zq0>LH{PkIF9RD{25W#MSj$2kJ3n-yUMl+}9-)RFWv(vH?md7o+DyQWv&g$V1+Y>-5 z_O8Zh%b-cvFXI4b)#}?ugGq~ytjW{P2KK16GaT~ow#5i}{0;`tfldmA+fXVCDdCWe z!<^*4RpaGs9SKJmj;x+%4oFrn$Ca@FdeF;o`1VxGqDnX_qo1?&zoq-=VD6mP#!~$4 zw9u~u3^D(Fmx0OZ<}f}Mz#twaL;7aCBCdqTWE@|ehjTzX&CHAF{j2iuk|23}PX;iI z$5-Rw6;LIN$T-E>Dl41tSR!F`sD|Nf)KS{$J{+2}Dv!^20AtX69rMe;NSKr{#R)|H z5g4Mo#MGj#dnvJ^lbEhB&##2F6Wx=L9@2?-gqoS~1mMaD{9s&3HL+w&CN zGW@*ams*_F!`X1j0Boduod-8Zlkk*`dCn^TZoI_xECV&5*(oFGk$T$S)ozKkd7M5F zz%%%uudCfn!6ZB<;|!qacryI?~-Pj>YYgo~Hv5&CcdFW^OAuc(`0N%*LY zmpGru%6!@;C^gBY^Kmk%4?2rh=CS!i059W{lvvz?5?Lq-pOSHwlaWSw#&#@0r&lIb z@ts9_iH?(~yo%58MCG%K&9g#w=f&^meTDu(Z9+G-aW66SmVS|;&|y)6FQbU(m|tNy z8q|Youx>V+oCU|V36(ZX-NFPs=w#@*iDoth^HS_!C>Ua3-3)!fLFmXJnZkVUr*W#p3pLrB}{u7V24Z*VQ+QiZ&M%3#H=Kw~7k* zbTWyrJ$RZFfOEYI}1Ehbls~E%nim90^r~Ys1l&kQ{DkqHasHC32%1st;%TA(|Yi z2uDNV`YcJuLUQ$OF(q{(%@rZip*Ac>T6ix~+am97q#kKN-KGfdhDc?1rlUfq%uvul zsT{+-F?s>@rQ)NSbxa-Q<=6GG#F%OfsZ^IG*&EzKWr3s~*SgI)-PUQmEn8lt)3e(& zHOo0ZHL6R>ZU}Vg9B#u>@xV~#0S+yKLkI#2_~xM9QHDYkk$e>>e2qre0OEeJ^%4Rn zF5;e8O|Q7GHd?U$-gof6Xd#OhiH*`FY&=m`SXOiqo1?{L#nFJ+D3=A+Z>1?0P@cw) zG^$9hapYZTgj_k|$c<^VxN@r_?@Oc2l{*}{D~)bf?s4S4G#+u~K}Q}+!zh(~#}Gy(+9}WmQ0ibZH=y7GRdlb?*8L03{5us>|APi5P)T(? z8rgjqV;eBewoox(E1KC3OwcpMs;K2pEoN8?40Zr5tRGQ!3axAwd)OJOT%N@~b`Ja5 zc^qI@(8m6ZcJ?=Puz%s80CWna=n~3tNO%Z_upM!s3Z_tvZlM7QdY%-TsO3)-N#PJu zLLZI@PoPII5fh$8ukZ@`gx7IYcpLq~WjrGM2?N4kF(~{K$As&6R9uT8aT^{Jcj36G zASKpgPHe(cVlz&NEjTGgF)!}J3H*jE`CmG&!nlUl@H*L3!9VadoTKaeHeAQoX-pzZ z{+q0I4#n8S3h)iQNk9*g(9-VHGGGou)T!xU5-Ll@=(ZD9tzu$ zL2-Hx3aiSX5Z7z?9!C*+2<7`6h3w#=kTpCMp&^6f^c)nSDT9KwVhw&kC?ZP4I=oFf z3v`3ogCEiuAd3ye=uJARe@jvkwGy?3_#J&(6j99-3lET8>WMpVPf@J#_BfUHczb~A z)4bhIf57mzpNgEkJxq07-kzoOkhd>U(#zW^ibdYeQ>B8pXDGYp?JU(~c>8<$T>+Qz z2a4~zR}Jqz^?$u;;E&{zCyx5(>?hV#5Rx=25r91nWU51Ju5 z;~r6u_NnUN29KreJU{BR9e2sdTp7$5$%MS*`|p_(h{li_!n7jXf4xv zBCM6PAmMA1rLlabykTKC(@yndOIbyZ$66aF9BrUQjRu?Z-KNa_o>5P35{i8LDd+Eg zLFw~IzD3c?z#^6?md6(`fe@%LGEWlY&1;l7Wp6HfGaDJ^$K=@HWt_tlX#s8%3P+}E zxK7XCAGc*?##~2&3-d~{`K4M0M_tG;I`D!fphIh zwv`P&YPm#3&y)-)@yChlbi?MMYNf#?v^)H^s$RZIzGqd!0zz zpb{%hwBanBrZQ+}<4)I9+PwZAdu4J>7N&vTw-#Wjx-BkBADdp$kVa{#cuZN0uvp#rwsAn zoFV08qI}m`uh_67P#V;Ob}cH0)OD_Ay*FSRgqg;AmQ*o3*Pb!3GOnve1@Gh1Byw03SX?@}0u{{Rav23& z5h!q2fyTH&hw>LVU2RcQ7{!PdSU4#Ifiv3n+=1FoeOK8%fh$X+z+WCc5~wy^(vJ33 z*iEFiK9bhDkad!e9;U{~U84x~i~nWj0$Y+*k#L)uP{9opxqQ@R6Xb!RE#eA3#7BJk zasCB21Lj6MZx~r6e41f>tjSTrX9C|H!Li?A(VjPhIdk+b1C=qIsM*}&25j^TL?gyT zP3^g@MzZk%08#Il@0sq&1OIpfup8m`{OGL41mv zi>$zSAey5!hk4@nNm?V$B{^NY`V!UJwO{eUPqY$b{q#dk0#LqqX1hZ0IV=8ehcNz`Yooe**)t6Al0X diff --git a/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeMultipleChoices$1.class b/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$executeMultipleChoices$1.class deleted file mode 100644 index b8cc43d3dcfb6091758f48eb26dbb81cbceb071c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1856 zcmb_cUvpDM6#tzxO=udRty(~oqK()F$Zh?L-nNLLz-3ZlEYp`hZEu%!+s$s~?%qrt zU-&A11Dz3_@xk%g59N3^DNt>&lNlfOoU?n*p8x0k`PXm116aj9!ULhA18dunXiMW= zl-f*2Po?lV-do#pYfa z>7xB!CsM}C%m^Jdt>M>Pcx6q}>FP4Z2#wY$zwXMNyuBg4*cD#H1bRxC9pYQ#z%x^i zacsAkP<$L8!>7YPhI`J;lpPnU5z^2Yq@fYg&^Ss%V~8n2X+;_3*9cD*S|jE#9un~J z%*2aZgdhHQwJSGAb@a8xj@SA=mi(S_wI#yxsG8#{-o#rIC}5T_zi@g&s+h*b3W~Ty zC^4TFSkyW#~-8)zcgzoK>c059DUQnFH3V*%LbOCR$!nwY5P7>bX(OchYZ zI^zdSjWbNgXd|`(a$5xv(-xtB#yb;~u}ok3v`v?=&EDP4y?Zm| zjql-?kQu=l9~_?jP>#P%3sjo1lNlfOoU?n*p8x0k_4glt0$9d|zg3*~yd6BPtHDie`c%n8+irca3?V=z-e?>CyWDH5vS_cL zMA~|lT4|zHXZe~-ubqvPeN)DmK(l?yuQj!kcONJ(ccqst0r6O1dWcueo+s0cF{I(vkqv~u`@c}*@M*-6Uvva4XqKZjete}WX0>xlf zU~N>R!vYbQsCU@YMuk2UxN@2+0%x`DyPn$2vwdZE1+LDu_hes2M%r%l)6Smi_}2W% zCxLp~rQK*x`JGg1n?=%E=Lh|tML*`o$Q`5D(zE|1=6sN(R4G+iZrJ2gCrwo`i+V`z z7XoLfRvGqpT*a4|3$OEI&o~wWGbd;5cmtNhp3h`5MfcETz{RE$=78(wkirqKdgg703raUK=cB^#Zx%Y zfnqNgSLsSftLsR!B~u;B@+bg-@lD;egH0%K`RAMqEK#xT>r9hvy>iWhxWJ z-S;oCYHY1aSB=av#g;z5Zac*iDPqBHeH@})P@e`FC8h}I$;nCtZOlZQbQ;{ zP^*Or;|oIB2@5=vm?B;#wM-lWo@iWqfeVf6zvH9lyb7!kUO8mpGCt;wLIYJ|Kz)K4 ze!WY&fcL5J(}8qQxj_elk(r?KYNPQR8dKMvy+EKY2+??j8!z$Iuar2nGJPoh#>x!7 zrsD$NQ=&xt8Sy=yGRuU|NfdFPu)kq oWt*Id0IC6;&2SFqGt_XC!QR@&Sd4FC+>Y@r?!@>Gtr$!H01*HITL1t6 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$moderate$1.class b/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorProxy$moderate$1.class deleted file mode 100644 index 6625670a8b4d65ab26ff06566ffcb54b2f31c5de..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1889 zcmb_cQF9bU5dP-wk|W6>Nz?#>F_06J18#{3Di@*<07ph*pVK`C$3%kFxw`F9|1?B6U?%?RL-f%yiFu{dNEI@1K7GxQ(X3EvbV}lC%Ta zR>s+&m82?oqNK~H*V824b!&U7mANG4Z0}h$PPSDlovJRCAq05XMcVjtN#?XsHrVOL zfi_O1Mn=JEVrb2z(}@Y=-KdPBK(Sf9CNSOHkzE-?(zJsgwsus@HS(n;fqL^8xA)Xm z)_$m*+?G!An0O*EbHsJ)9mmC}$mgzm@uL?TG-*G87s87IO_skA7~RcZEimGr8qts{ zn?>GFEO6rB{hYS=e5vamzIqS7x`(g64`2O=`_S96HrlNSJX&ZDiGAY;RQmC4EN%+? z{MOwrUmfS3#s$vo(pEW!$|VaZ!RExz#F$LwIC^;4>h z8#&2`>JeppF3@?!!(KrJ+cw(oD2>B>>@P)895kB`eZ3t|@iq1z^Jhyv$+%Gl3h z6`HQLn#*@yWr*o}eRW-?GFEJb|JzmxjZx`pB&}6s=czT*iV~}hZ)i^w@@0G@${Czr;>qpIJ9UBod3;E{%F%6V55+|7@=IK- zUHJna|H`SrJ<7S>5-#Br&bTReCGyb%7I}1y;{s+eg&Hn%w|9A;7xF=7z006h`wiEp zKYQ^K*EzZecP5#acE+2lZGqt~YmNsO?H6qw(J6%IlfR zI}*v>@E$$2D;bH#jc_C$PoyHLXaaC&BGow*i#0R3twp%W!!*A?kpjx_p1lL%XgsAS zD{Udp^wLZu#>Mn23wsMg>n zKT~0HDBj-VrkP9y6_wX}Nu${wa?%{8C259Ch4;-~@=&0N98|_sn;tq9UV6z-mxz&< zGWl%_QjGP|Oj;m52br9yzNo=eKOz1+8V0UwCf9YQPvj^@k721&Mhn!UW3hp7N5=-C zZHl!+sc0GIT1Hue%FyEogx-kf~)`5Iw{)L7nG6q;e zWLHdwT$Wo#nom{oh%%()7^>H(0tyT~dW?zNy;McjMN~;O1qb1Yn6_j%Jw@D;@d-vQ zEF|o~EOl@-N!=KVrLwhF3EE2yv{X=Y1yg0Np1{(Tf!l0-J$zmx)9hY7)v|H(#;sf0 zJ6m^lZSC6B+PSuMEz``3JR0StWwhKwS5XsFshSAF0bK&!3Z{}&Uovsq#&}yK8iNCd zH_78Q#KKn6Di2*v*I;3>L~pNjFdflExHp>W8`>347=2Py!dr>&aC+hO9kL^ge+{(= z8(r(8pYmDz0^h5F7BIELmOxlSn@GQ&FsLm;o^903qZSv z;@xJrYEw`hrs<+Bepu92rbSay2aUGDFnjb}L%oQJ6_%S65iZ{ZLie`Qjm2~W?LZjn z2-SJ%X480Xk-zJ`^l|fdME-8@Qn&fLhpBoZ|1lY-lR1KZ6u42?i-+4$3I6lV&I`JSO%qd_l)Xi+h_2-(9} zD_zPIQkAjIy7jjFzbziqWC~Q`vgGjx*q0zxqBDh$@rU89%aF^8e;9}D`EDqiVZyro%EN;4M zOh8Ddvm(;nI8%YDWLL&OgEJ{;9GbiuH@mPm!6`hg?IWgywfvGS5G{C z3XbY4eqejfOOMkN!gKx>^m`(HYV-mO#*kVB&6|+-(D>PE?Hiz|QD}QhUn1JAL;Zg> z5#bXV*chw&s5c7P-ti)L4&&?{)_p)d8^c7QZLb#5QK4-|g|;0P+O{A+$3sfz8ol&2 zGu1o>4La_p0@~`Om(8$wYSQ7$y>!M5k7qG_*pJOLf}C4;Mg$0?-;aG@xhh??8L@r4 z2{X62W^-0KfoU9$H(6t+YT4F;1drb;q7lL45y9gT!DD~=v$X|4QunrLn7;$QyyK@r zdJbMay(WY-m3p=$(y-XV{63P!f+thn9+uuor`;k#YC^VUl2VBDKYrwmzr0p|IT!S1OmAIzh4!*h4P48oCm63_s$eT#v z!n-4>HdV4fA&ce=MEZ5Jc^i^-Kt?KpIy%!KJM$El54n7yR=UH+$UOW|b7x8s?BD_q zGdoLNT*$OKV{ta0yGbU9cA=`->_%s?8W=S{x!Eo9coPZIs*u_`SQ(>b27kbpLcsHVJk5`C zKdgLF8%|q{KD{Sn1agC!-o{A_aPwtjoX^Dch5S^^i@+GMfwQ)Q71;)7SlhI*rdR1^ z)P<+KZLsNEl^=&K)o}2WB#4%-UFqdo=_PpyxDxi`fCVh6$)-~}22+P1PILR6@eOWn z@KcFU@;Mp*V3M?EC>le~sPUB^ZWISH)#LD5xF2)Z5VY9UU$5lvhQISM`n?PM@c28c^8v%d&QRyhq=+ zaj%{f+gUGniqoric_V58wZY9wcY@{MFY2SSD%x|`02K0(}bxYiote7It^N zAID`dlJarbZt)sU9=*5c<+8=napv9Or|EnX)5=gZ6baR$DA^k6?yEKZq^U;gh}7Ch zkKN!b4b_Y4x~9AnmY~P<0XULSbT5+^cz1^sT2wef;`q$^Eqlzg`HXZlh6~LiNHSUP zxk$QD=ZOmGKsPK_fl#Q)fSh@Toi;UtP$Mx!c9@ezt?D7al&IAz?jrfKts+}Rv&>QL zNl;Fb-YO|lJ0lg$L~Xc^0Y8pK;REW@QXgkjmYb6*F!+J?3d$UX8YcZTgAwL^=JAW= zX6g~sN;ApVRvd35$17GDjrgfC%CPSC&aN%1J6m8z)2u{I_Vx09zP*U|@h8w}MK_Lb z}d&M#JMU22y`}zJNzKwL9vIa*TB1+ks1%8*$QHCFQ7vSy0yAW^Jh38yOx8`$S z*WfEEbNiisM_qB9r@`g(;_EcLOYkmj@cMk}>-0L$x(iQUgK-X@|GJQGhH7`!%^W)_ z-EY=)D}1xd{QeTZ*P3CE&H zrN&1Pe9hc;cAmhrq#wb$%2K?nODtW9p=7tdRvZJi?n82Gz;%G+!o88$kj^~NwPE!p zPkxl1_0m{9Rb4>~YV%YF>x1KTx7IyH2Lekejr} z<9f0s7BLJ_?e>`3(iRnS&djGe2=i*z>+{g>Ta!qnj8rl*Xl{rNsz>$033GCx(pV1+)`X>tAxmVe$vG?Go-eNwr6)^c+=guL?L%Q@z>i$|lztYHo7N5ies-UWSMG z6VYWp{=4yi67A&y^jv+6TB~b^>3X8Gbd!UsPJjU?Xkm3tZ2+@^DLVrixUwstfh~GK zb7I<4)W1F8et{|i?l;6d`Unkl3Sid=B{m3P=Lp@}A@K)X+kkK0xcCZz?<^UGbP*Ua zT~i?l4-^j5C-M+p$N|k4#3KOgpr0lEc!GWx<~u_Nk{h$^IEph{eZ=9n$xBKrt zO`my7@Qsh-d4N2X?^7{Bqbf&f2^DGN(CAi;5*iI?^cdQm_=G3Xd$cwJAS@p5(fU#H z<#d;WtO1OEqma);IHfKw0RgKZ#3(dsA2jg=z~6-S{gUSMWfbCiTEx2n-%gA94!nhq zzDm>4|7xY9FVRK?y+^u&qI3=2OZP!F-^Q&a3Gr;YPPK`z_tOK=<#QIq({KaDY!hD} zq|bu*W7KX!?4+9%bQ$glJ%q1?Y=CkJ3FW4T>2u)ImE2CB2P7^(R^4bwP)Z_}dPS9axJuX-eU|7%L zBUEyZ4sEZhJxyOUJAJ9CP#BLU2MFWo!oT=K8UXVrS{pzIX*0w0)r{sry#ts9wsH6@ zJ@14rYcJ5WfcA#$9w;24BTdeLGoM~9A=l#f;Wog9L!)YDpVjnpA@_ zta1gM&&^a#{ZvEu0DcTQ`6N|Ik*@=?n`xmEuYgSP3dj`OV-VPj^pbR6&q{F=;Cft- z6o-qJW3&)Qp%TZFIpP?{k>N~E2_gj>$%$M|M;>vZJPpdd=p@07De7Nk?|nbY!oa zz22}nve$$xps(hi5XNl$Uu$<@@Mx9;vz!gY@!DBBtz64AVeG==1zdLj@pUyWztz{1 z%d+~Tqj2x}E%c}qP@NFaY$>4mSp6!*y9hPXAg%*G0QfL9f#vJy6{?p)+6+aFAa0nk zLqMjG1Y`u zFwWbo2QWl-URuwHw4MuQr{A_&&v{4;l~ePt0Iy5&e>47{!T+euiheI6Hx+o!&>sq8 zLg@K+z=hEB9cftSWzd0HEf8h}gZ_?;H2}UXV~w!OK%t5?W5**5oIgu{tPFEP3?ua2 zCZ~uk&SCnSe6$JjoMM6i^a~Ustbjs<6;Sy1((vaf3PBifDHpIUzxk)gW10WRDAndO z{}HKOt8T!nLOkB1HW5*>9EC>T#TSiaUn`ts^?*iN-%0AIh$Sm%J*;XY8MKL>27H!2 zM&G0LFtE*BN?p7PFzy=iHoQeFc^KE$b?CFHv(G}uP3Q--O+h*}D?L6&bqe|gwJJz_ zHFf(XI2jZADK1S)2(zw%6Z$@su>-V8NGPM!cep2BWVt7vpXHw3%+dF}?x{?ipdm#R z$>1^s8R14ss{H>T62MdR(-Hbtk?xsEpGZkvv_LM}Yxblc(a-R`Ok8_aST@359B7+Y zRXu_-Dsur3)31np3-}EEdYIt=vr&>lIolk@9z1GMdDeW zfqmUsp3OAO^9V=kIrN5X^v=V<=p{g1Mz|ZOP_Bhb7OO6+N|VbAGvr>LORgPb87~Hr z0weD8D2(;MCopPN!(5X)yxK;PrdC@fO7v>@)Wpze!%~tK1FnQ9EcwKMR46TmD{=`l zQI0DHabd(n?g$`KPR9!0ImeCLPxDnXc=;*5+UGgN*K`OrZYWq;(CDl=%WIjCLl&Op z>lnWNQ2}j0lWUgq9w#?yv$Utkb%r<1LUJMEkGrv`pwUx3t7w?F5?Ls>1>C^dR9w*L z4HTO=rv;`doXZ3xaFzs0M!2-8w4l*f9VnHGAzo55Zm=OEIx_k;Xg@N#hpLAe?pLUz zna^&gLXmE`L?R0Eg!*dSM)Yf12v5PIh*%}r-$XN7&<~wu-<6}-8|7e--ldafV5(+# zofU{(;=dU!E1^6$AQWszuDG4H!hh^W{y0cCB6V3!$6@~`0H2{9@I);%j6QE7mwby_ zr3MJ^^CYs`Tafnnknk+zolx;oC}kz%Ix@ZvQak)bH8xQLxN5$OyWvN+lFmJ7^U!AM zV;xYDgmz<`8;;;^?iHCQD0`m!@U;N+J;zZ%PMS+ccn`2RK>KkN>0(mZ-$@$+?$6{g zghZ~sZM3Oy+7JkrQSuB=4jC;(&SU&ZA!3#?5Kauf1xL1@ zLcU}=z6PvM{FR;K1KasD-*ucnbBrGx=0}CzJaL>_g`dxiFUEKg;t1J`#s}aY?*^wT z1qyKIsCpk#?-BEj)6(bp1y>Qji1$m^1o#x%9sDw%2I~K>GJSYevnf=W&Vcm?AkZg~ z&3|DB6}0oAc0SzBU*s?0%}=%S)BNQfgj0@Z_}LwFi9zKC1q|{SlX_&I~VVbJ#tzT4oh%J^IYB3{A& zt8%iVd=`YgicQsKXk;65k2VGEOGD45p%ZE7TpIe_H1wAW`Z@g<{WlA(9~DoYD>43@ m7jRJiE|uj>#i|+QU zO1$(hLLgC)ctAY!M^*jy>^1=-{9vKe?#%4Y&CGuDD9kdT(9jP5nguf^&1rk0a|iKTW=)J zoVF?r4hQ`}Tc;8$P0)@lPc!L%4g1HYf}%jNQ@<{-&^eR?85n7M!FSz5nr{g-I};4v zQQfR}Upcuio#YSVu|R!d)XgJDRZ}DeOMY9Sq&)*NDVG%}ALnnU&=;tTo=GVZ*p#~I zA!`mHYkJ6dR^0<-mq-DH$6eu0%q z@d%vNb`T$_oh&_8c3GMotAE z3H)$U)Wbdv_ER$&SFKk$8(kUG4?3Ou@xC&xAzYkICg|wYP41v^d~0|EpH%TNKILGj z577~rf0@ry)2PrN_^DFx8>gc<@(d?l;YmJi2t}#QsQmDYBWZSJqJ3%}`AuMENB3+# zhXpP?%s4swDzpQgYF^(yNh$OF&)Wwwk$uIX`!}^(Xst@xMy9D^ZJ*n=k%?1n{Qy0P zSzy(jI7=dRS9|y8M@DzY9O60?UgA^yI)gGW2VWhebH3$x3SSr83tWqMoAegBO;QiR zY~#u^Tx?wZ4a+}M6u8ZOWq3vUJ|!yUrbNztfK~qbHTeSG!942tklME>-(vvY$+9=u zXf%F7b0K*83{7$ug%FKDapPBf_7hcxZWf2?uiPx-b4D)EriQ1NNbhh}m@ix=Q^Gd) zDkbj+^naIo$>*QmeMB?(hV&7+3cuG<9#r>G2r(O?hO>L@6TFUdq$#7F%jrB8Qr6L% aDc-^te9M=6D2DhdM9b@Lgv4qq#LXA`yDzl> diff --git a/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection.class b/tools/llm-bot/ai/koog/agents/core/feature/PromptExecutorWithChoiceSelection.class deleted file mode 100644 index bf3ad131403e15d1d991af92cf22721f8ed8cae0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5137 zcmcInTXP&o75;kmGON`}TCZ(MBN;{DO?0(K7D)g}@lBUxmDL4FmMu(hMyr-I((H`b z9?5nBK?DNfUR0{6%0sFs9)QY|sfx=9DM0uIipTs2{sS+8(=)Rd@2;f8BwMxJJ>7jy zf9Kx)uaE!yR{+o9R}9Y?roQbs8@jQAci& zf|2L6k)fwITdlIuiW$OY+8cx{fo8PC(S#&Jn=eO6^F;w-NHK(Z-Z{goHGZ)sik?(< zfDfJn@PcLw>Lypaf`NjHz zrjH5-iUniU;-rt~i!oZyQI0iiIY5#q`%29`b-XQsFXQPrhVcwTOK=bwj&MnKUtwr=Hw(_~IeW@5 zEy~oCYwF|_nH0W;kvP5zvR5dZ9!gNs_XMCU+ZtG4hPawL7WXrxNZ>NM8xh472CZn~ zz?aJ5red5xcv-CEdnzUwMv5f$Y;|-lR`EQkpY}L{1iDo=d(G*eML;Kz!E_^Dz>5q| zl+$s>viOE!EmHpHlXr4_$1ig;40_J6tZvuo?vWmn=RMu4e4VOgcaLfBIotGon+jxi zDW}9RS7nxp#IEA&am-?Y1oow4=&X+1vbM>35wC1AoT=VbndfMmmq(~3SLFrbp!(XU zoZOhsQC+vV6pf+#xNOMKLDMogRlmUNb2E6 zo=P9X_L0Uv{LJHHy*8*Be)~C{M%meq-8=GHRjf4YmUCO5qGqfDOW+!ZaPgSW2>PyZ&%iSvRRdT$uN}H2s)SI#m~a^ zOJ@S6Z>DXA6UC^S;jXb}xCTX_lHUtaNmFFQWJA@B(O%__DZhqjw0429mk#!)<4U{Y z|6|2I6jzen-rT`{olXfh28&9vIbNP>KiD5uhS=4%R5Yn{(1`jF_2GxVi-u#7WORBs zsdmIt;gmAeFcce(CgZf)NPU9(rr|`gIaqBOioNjgH>Onp3Xh&DCq7Ix72hKaM{ic~eR}1tl3*VH3So2YE( zwr7l;fUIHB+_1f;EJGq=+q^Jt8A5QXf$>FWw~*sgraV&%*e}-r#RYoJgvnW=)TiV- ziN z5+aHBBQ5-Qq~Atb3m+goqH5}U=uP##_BK+Qy5f!3?xXh)X!#K7m3}S!0E7Onp^@nO zcy=V_QM@Zbye=F1DfI84|5f_GqS3Cg{`a5_44%`7JqdY9Q^Umb16++@MT`9&ty=7! zWOL~N6IqWyiymNVBtmp&2DFHzV;)_^qsxYUx+X~{`D@X8A7XYTHU9vMf1^`F_$jr| zBG&gY8bP9_|BHS!s8Cc)sCZe$l!{fF57QF0K+ha?Jv2*WsrW8hyhQ5dGQ6OR3Nl zSm6U~gmKR!lT!5iivf1p79f@*AF&)sbfEwVuR(G$R2ReLqPvkYBA%EnMNbHO)-R)Y z+FvfAXeps+DWPZy^aiv9+VVBCS%c?D%}`N3R5RB9rTVI-PU1$@hl(cnek~Uq(+)8ai6Bks2lU8vR3FQGM&cxkhy&LU} zqw;{1Cw>AyfF~Y7JQRV1qV$dbz+XX}Sznr(w4p`T&N*l1+;9H#@8A9a@G)u(OTu+_ zf}rh)w)C}fT0tnCEh%)DVCzxfwxm;wKvR0MrQN`9>QHFe{-$_WZi%j^Q(z4Cw%8Mn zC;YZ^e`A{%Q;0F#etqpJBp8xa*LU>-Lu`6xEr%4W4B|*L#PuUrG2CsuzJY=J6*5DC z21+t~H9b_g8wQ!m%gw>e0S2~1_m5pe zl?dCMXZZGD|8j+U zMK&|ka8joq!z&-lR#yk1(+M^uO>1Mhx57wuw&&2C*>hCd{t9Eb_8$i;h4&aPzMMIQ z52&t#QDi8*V1eG;p{|`=?b6QZ$hyDhDwn2X@!7=Co~uy=45u5kURJuD4H-T(6U2~j z1TEpMiO@B4|1#Zl+kUjVX&OfLJ`kbkNG-$X4CLy*FTP=&}Rt7=$*DTQ5B*bf>c!`W}hJQGa(#RIt?>0Nqqt986n$2Ck7#7rHtxV{dia07GeIHizNxT%m*u#_Pk Sg_6R&!nneOLP23nq5KcQ>=i2j diff --git a/tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy.class b/tools/llm-bot/ai/koog/agents/core/feature/choice/ChoiceSelectionStrategy.class deleted file mode 100644 index 69ebee7c420038ac2b0df15a90e5957cad972f28..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1445 zcmbtUTTc@~6#iygcH2_16h$bAAXPxbt$i{SjfyeW6d^S6g$Etlp>Dg~Av;roZ;gq6 z#0TR~Fg}Lp=8j#HvSRa!@U*f^ z(iirQ;JQJy^iDb@VXwAHQMjU{9qARd&$Xz$x4;+@Rldh?mx%Nhz%@x|d4ehvg!BIL_s7dWQUT_9UT2Cl@ReHoUc#t=@&~Z4D zEXVNc0vT2o`%;pk?|5~g6t%)$>(KP3P`lDoBKL@%a}Kz&^nc+`tS?=Ve#Nc|z3p?y zQ#SWJsoVWf_N#{L@@-d88)nZklRB^@tKnV+YeMrf*PL`leJ@04FoJ~z3m909^!rXA zWr!=^XZYA^PREQfBW5I8%^1B#qAQaw5QD8qII=U=YG#cLTV}DB4-!Tyo(w0AOgIy& z8gB=(X2MJv87n)Qh@_Iqq2#gMOz6eI=f?-1Od}Ef@s+ij2OkVG7LLqh*ufWb@JG`m zz!~K%!^+{cT^zPlGF7;67@>>HQ!oAmTd^-n4K01UF3Wvq5uQ7kO{bQ4S&Y$zK#Rr2BU_xXyS4H2UA^o@i_h!S&j z4Pk*aNpiSB-z3H{gIT1_DDIHnz%48iT_>Lyg&*8PD35p^m+~0GWui#rF^uFEn8FCI eY$2|2Rbf371ywICv#@Lm@zC@FI$?K$yb~b z#pJZ&capg({kyWUxDTMw{0%RME`j496YpT3HcJUMkzglA9?~H0REY`R^p5C{bN~V88e0 zk2f`ICUa!+j9zeAE0A6f9ts)-ZVyJRf{B7=f#yNOGTi+FcXTXMdo9BUI`0#>wtQ55 zpml5BDBD(%@Mezb1>Km}rzULM^f^HD!sS~X?+tHuw_Pf zhmRaPa(p5?K5{yLJb!d#{NTtzfz2It;E3W)*r_6kT>?#}HmRGmBO660Qj#TI0-J*A zeO}8+x&_+Y*|L51h&8GiCS9Vy&GpbHc{1o#(StsLhFr2&Aii=%qPPRQN&Wn8TSbEb*xuH4EG9b_gt&TQeW4M@9rhxrnQ1=m(MF0;)WZ>P|9e+jEuDKn=cmNs^h`nk54#&X@EXYxJkQ{@7Zs1=9{|rkQ6HB9g;6 zsNw)dh~y|8w%z=XiI#n!B8>NA>| zcWKYaxq@Djeo+Cvd!|4b6Rw@uCB1x6-<6our|D%9yL=RPCC(b|Y@(_{3*NqLdj`Dl zeft9{?#D@P%%pVg$+ICyHB~A01S>fASbPekU zE)>6-VRbkpu<+VV_!=aGbxeq25(SCk8G61T;z)oMFd(&L$MX|I=tsbn(D3{7Lqc{3)0;Bk%GHvk?~pP z_S&SWD>z3>=>EzYeLN#o7>>QEyhf5S zH0BwTsLXUS(1othceBB_*JE={PzcFF_o@0lU6M`U&Z;KsfijADoRyp6tBkXc3LLz# z6{&heZ_mZ>^*DqKw~3G=tLdcRTk_CA3!?ar4718i^&;$SslZ7hAY+Ydqc-kH#D0k={tJI1_oWp;x3Ly^V)dIh1~F4cad^z-9G%PITlF|zr>}laFI4DzGDY5G@W7uN^Di!l_;|R)wPEbWPkIWj(C$#? zYP6~26%;&2;;eMM0=t$;Tg`9<*O=j5zq5h`x@aDByqgPwRJg)Rj)!@>QZDG;A#voK ztMeFUTLVIz%8v~lRl{SVdf2<^QB(OuSQ=Hk5`BqkhftMQ2iasFrS~UJ58F%}{hJ~l zR@ESq78YxnMpb(pc2A$K9dX!IQ#rM7M_+pPo_&34-`+iU@90nW@7sOXq8*;yYU;H% zhI;f<5l)@%S5qS-{)W6UV|f>F^eMw+DhZLZnGD~jl?@qSC**?}0(0iV+?ZAhzBlD~ z&o*8uPU_{LCYrS@y*zAc4zJ00z#Xv)rtR>k(&&z1;FM-C(D0eX+KBEG0{}lGiXaSrJu!3Px4#fk9;QlHpKBdez8{|OO`g{ zX3FrTs<=s}PaGv>zJNyl0jDmbV?6aV(oe{-z+wNzUcfE6)U3?DrpNOA$7VmhT0vhllpPSJ5FKVhlOCRI| z_!BE{MKhb@NK^B>(N4K>o|D><=R344&0eSQPFg`-0~?dPa5zoe=$&Ok8K9I6EZX`U zA}6GxglT%bn~?44rluDupcb&LfiMt~8Bdrj)dDs}@r)>e_ybf`E_dh``qzXRFt%$sWO$yEn1rP76f(*{C5VSPk z{e15s8Sf$)B*=%@lIB8uhJ;i|%MJJ}KF9CvwEpwNrHQq@_ySuSSnkIc@g;9D20WTk z00!`7e1+EBDz8ogt47&JE?HYw>MFh|`SQI$(TJy&4AUUmDlwN@Z1HW#+!AtzwPM%!lTk=~fA>Y4Z z((-E>{5*bx-!^Z+pIIw=m4m(0fR|Ylp^1MXi~b)3Ud8{J$Y8W22;i@TdWvA*LguwQ z#Qe6CysgCR@rILZxm`ZC$w$H=ZQkf`L4QnUK5-HaS^Ol6pJwqh{5*?a;9?d};wcVx z@Jl>>5={=Cad64Ovkoph+?#)+lr~c2cl^zG{a(P|Str@}7P9Sby52VjrLW-|{{i!Q B&wT&@ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1.class b/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt$nodeLLMSendResultsMultipleChoices$1.class deleted file mode 100644 index f8b8f9c550b4b6a49e9563b59f16ec32777247a9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4219 zcmd50%aBbnzS~g9n?7&H+`olt(;$y>PC?CIA^m9dFhpwq^i4t zTHxSRT{+tzRLKh_gb=S~xBb9%Jk89n2aYF|wY5{R950YH&vvbRT~)~>YgY;-dupFr zlWf$zV&M3mvaYpO7pJpfDmK)m0J7W-teMP=R)4nndev5PD!XOx*cPR`R@PC$^hhWh z>Fqc*->dLrYe^QRvm;B(zV9~en|k>`xg(}%DUMgSwVu;s$K^a$aJA-Fs)1FJN>P1l zp*bfht4fO{rRiUjp=*0(Yq78;ivjlpM!$?pO+*BqYklz;x0>h@=$dvsCwN)l-0=P_ zJjT$e^Q!_o?WpLEu*-V#c%toEaB?`)UcVSlpeKq>!~`P2rlSOIe%0y-^dyVCMOW(E z7f7^IOW>sA?fBcW74rfw3?IMY^T)RY(jmM*lSXs0P%kgYz%JQ=%@`3I0w)^Dn%)lh z>UJ>8<6Jm==nX-IMTJkXk@snx_vvQdr*+<^TlbW1=6(805;B z3omrTz>vV{miT7kY9Z$ZP6eAa|MsGH&30VknZPq)zF&=D1fx-;FecEEO^yr1kKacO z7RI%(3j&j2LEa9LOk8ZRzYxQ>o19*xhMxrs6W?J{(luF^_jHM__`;G1%q{qvis3S* zdN7G;WYdf4|7VGqUC5kJUX@^Y{CT0(59s@`w=BY=Rb)gq= z=pGZ_6NufeIf2X*fg5SOd;o0WXgSf|zOabN;MFLuB?h2w{9R!owSq|HDoq#0feHyQ4(0AFz_OAajK+fQh$RJ2JWa@=R`) ziFI<{!TOMZQb4gAHcBzX@s$3arN*cd3XST79tdr(hG6UQq&U74s^vPqucZ*?`}Q?C zQs|7zjxKG69)upia)%>@6JFx zekvY|N8-k~F)p@@w>!o~${3GK#CkgiPBiwr#>Mrh=0{t5rftvn-l_O?MIfZ$LyT_M z--Xc1U0JLLe$A?|w`QkG5O1{7tmc!UnbIcA1X5v;7!LR*ekSmI+pb>V{qV#oDc360 z9k(QF`yF_`UMSb>>gLtv_K{A!fqnb<6lz)sJKcfINsX6*WEB1!?+Fa;8`#F(CVt5x z^7+IjK493hXJ|CwY#V1OP?vw7P`ql_9J}DkWjzRV=bf_G_+P~IAbJ~xlY za&q-bLDpJ3v5e=*+N^6UC5f4*=e?rqD}pn_c+)QtmGgeRR+QHq&AWf8&i@n@x#}o~ z!e%_rXL(>ovTOa3zoMr< za#w#pa`z!}Yw?>8kpC}vcHnm$dlC7B9UrxP^U53t;P>1;L#;Zf=_GZ%#aUti8=SR$ zDLP`5z1%WZXwM|hVHK}8+*WPboWxbUL6;F$K!_ogwsoB}+Sb8`FxJK%;H}G%{>TWG z?T?J!!=?VnKOpa;e3v9mM`}SNKXBwAHYrlOWDpKTYVQwXi$XeD&b`$;LowT=(E=Cv zz2?xD8ll@p>9R5U=RPWris(BK(MJ(lZ+=7(Iw40`j=oVU1ontpypapT!_cGhIkzs{2ZJ$y|MUsrVaHx!WENY?>M_v>;A%JZ{9LH%?%T9=#&=6=C%VT@u(Tu7Y zIZ2@3JF=Ck% zsH{pRL%rD(>Vlf0h(;=_+s;sTg;%j;6^c%(KuTnl8u!}7A`*Y7QSklfcdXjujLTL5o1kkZ$VEE&;2nBI6azBUSwFbY8FB8k08imaB7Ono*wn`h@56by^f??2|QIR4~DApk+*R2;wbY+4tS;3hpaujQDje=%u5NLAdbQ0bBPMl?xn5Iv+ zCGrdhLz7V>5MNCcfp*AS2vUen;ViG5-V1g3`{_-vW_DKNj^CGKH0$`tS z)jrP|`c_evz}9*XCGeGW)7JBLDpTo>IT0!6b+ei?a^TQ`!;_hb(c`(pxr3t9rKj`@tn=9usmg{Und}f)>&%s`lLyRws%{X> z1+Hym4?56J+^*m@+(AXvTPKPH1|%D*{f$d(fmR;+po_2qH}RYSF&}lO zZ6oDPGYIa+ZUwtAyo8f0L_h>10s{f5s|UvjMv1dDvt?65$CpsAUaHzqZQ!)ks5IEn zk{`tWHta)&=2;Gj5sXp)?wFfgGEAH5l%Yj1PG4t!BbZwyx=!FBE}pxqI8K!vz`-_5 z;GTfWviS&d0+Bh@p3qJ)V8UHn?~CFvjj3_fh~bXeKo9<5+k@j zhK&MU%R)b4xJf?IA9T_|hXHwCosL%`KDe@r>?!NUv{s^yea}D4L`fwa$Ab!eRbAJD zDS>nyt0gCEOd*D8flW(R@Q#)8iWUh#GisjdJ{>9=<@e*$DB32Up1!< z%}!)3Yrb5pt{|AAb#u0QWZA~a(?#vSoAg*-d2h9U`fNv3!^qLssL46#3TAPFnw)2Z zcnbu^>QuU-^(wY$T;in3qyV#ncx?$p%SB?l<^h1f=B~i7D{YpU@1rP5lpxmMvShN1 zVQ90ek#k6H^i*Ce%KQ~USs<0?@#2mZ-%=t@7PKw#DQ$*mAK&7gZcF^6?##t2NV5hf zYe3VtmzQ-0*i!H2|X;aSqXSKit>!A`MHF?z+_N`#sM5~i^2-L zz{1yE6Ve&Zby&KhO&AjiJ)tIgeLlUbWHwpe(>UBSlkm5&*!4)LhHb6BpRkjV>NY56 zY{^Pq?Hs}9qzX#BZcqi2)e+UjAEy1K(;>fE?XclbM<70lB@<-VLcSgyU??X z-n<5_5`4bQEWMx_WuC}fik7SPjez{hC$H5eedFc-9m98fajJ$J-?&kH0bi6Vdz@fe z1>_NYgE=oVk((Tz7#U?@8R)`C`ETLdt@tLs6U7bKDEB`p5GvA9Lq!%tH(xn-MesdV zvo&k#@(+^A60az7FTKQ(C^ve4Hxq%LK3U!B+`J!tUT~)qz)YS-T?mMeqilFu3~*B!km0 zyP4#yaw)I5_mk06j>dZ5G6#hi&W#TrRDv6dGUk37QIffM(A%eU$J6o3f_E!yB29Yz z@#7;Fv!C}dg*PLmf{m3?qGzQ)<{Up>y<^N#l369aIo-2k=RjIX-?8(~&HX+713PYC zlH5J1l6>#QC+8j8H>b(0r(a2q(g#{|`mE`Ghhl*`LIcbDiNzd#L@nvEG@g_Xq61TX zetujn`tR$q{P;9cE=*}9el39OsSq3_vw<}hDJ6O z=sZ;BSEPb=M7MSF9X3siB?iq+iW~j8jJeQYHnzvI9GhQbiXK0kH@6UP>;xDzFJ|*nSBgYQoXZ=ySNHGkPvq zFZXs&^e!Sh&=lU;+}X58OrTNm-bfD+!> z*3+rHfg*4L&hwZ54)mUT6AMQ>PF=)9@7M-YnO^S<ngbDJIX=PPWI!W%nVcGv$M3kPpDe=I%4>WQ_pqJkUA~MIo?`nP z+ZX5pXF2;K=U-y`GS^587HP2_bm3M!Ol#fGyq2SMkIJe7BZvtU@=&Lp|)eUJOrH(ft}7mzO`zERx=C(hsqXcGCx+xqxR$ zR?-Z)=4f&Ece^US&Rd6{P+{^fN`pKP5gVqIKlQ2I?MvC7?52zN@Z1-0wpPUUiiqtL zQR)(mo~PLhF>HU&w;M?2P051_k;2LL0X&0WwzT38d~4$DlfIh5_#;O`xEX(U zuJV5*WFA|VP4H)`vp|L3$Pl>6re1G3#&2juh4;JdCTwPF6M{eBwzp!7O@npWjKr51 zD=!~IID?;M@be5d;amo<;MEL%f!EyC=W*c}nr&RP@w$yiZCtYHq<1cHC-TQXVeeOBW zIrpPa{_nxA%97o{!B zexWd(YmTMQ=@3Fp71mtewj8zGZTOZWJ!5sfYFLgh>yBv~#fDdt&QigwmX^%X_G~p} zx#5(3%XK_ss?|C_RtQt7sUQV#%MITc&yOpGbHV2o)03lxRdd}mDBU&+mgkQR?C)sr zTdTX(nr~F4=W$zOI;hig(yLJuIeMADwvxM!q@-C+!&Lf?4L#xZO>J${sTi}RRbon! z0)zh!jyj?O&$L!N0!tko0v%(PWBHc_ZuW&jyXU@xs|{|NCoTGQ)0dUo2O%=re?#E6 z|4RwPynTcJskstmrRM2$VB7l+DG+XbhlD7OF2p;b;g~?WFMogyQI$B3;zSHbkPwLa zE0!m4<;f2z(3LLJ#BHfeRUmbcA_B)OXWdFhXp>X2Yd$~i2+63Q4U2!CUr=FD<-gpdr>vr86ltk$Ii6MajQn=aIEF0F2}BC%VS(iS8;IjPE+}DN5V#QL9!=;TL!3HZXl{QljxPo~U805$lc|m| z(g>j`*u0q+2*sf#saO%P^k^KH@ue=jh?i;QVH@o6vd7-63O!c@+$STPhmUy(ic=0d z5kn4>2XXI+jxX=bc|;h|kry~0hDGSL?SQG{nn3(k-SQceJ+JBJ^L=e!437pQ2cIv@ zzNRq~Ljkh_&+Y`Rylu;hX%~IQhRKbxtSP3^@f881Y}$6pcT>G}+I&^^rb=>|ew*qI zD5f`c%ko!J+khNJagPHq;#f|l#g5lwm;)(0mR9uGOhN=M9^U?Trw9UiKpLc(L~zvY ze1XiQr%YN_y!#yIDo(#;YJsFWxM6?71_S7Z7e)vcaAX{!Z-r|`0oh+ zKhKXsj;>sF}}5E^*R$99ZQTT`I+MU_)Ly&d8`eq8YJl~qtXe9l{ik}Q)>OH zfL0@?YPAtnoELZ{gn#$D!v3C6EpOs=C8Z|N-PUAR_|vNED&T3V5UKz}#+qtGsLY0? zT4Z`{i3(ob+B_NC+Kg$5R7^XqZU4766I+{S;>l=I8`g%!s`h#$qYXz#P9=_Pt+g9ZOly$t#i1GNzI^LzVx1TD^8gmq=G6R>qd&8_-X33WG zsu1WbS{0}HmZMjYs>^HBX00`LqQGa`Oru(o^;SMravrW&FB*+t!PT6)nGBK@p z#iftMif*G`mQ$A6yJxP!*HBg7usn;x#vR9HEMO4uFih(|LhIrKg~rTW2uNruO<@g{ zWUx-COqru<2Hlz~e#+KmMEC>ZnSr}Fp6M98kM2M4Ti|CbQ^6RLc#2<~)!c)I%+^Uf z%{_k3wuTtGm8)}=+Vf*{P#eJi5Pg@TnLlCh_xu9PW~ufD=K_lZA7X^V7q{@@H0#kV zyficTXN(IxKyHCO$A`pyOl{$6W(%)m#9ds>MDJqo9$sDOiT(~mJtba9RMa62>Ll;GTs|u?n2Cs8X!fY&nEE(t_Dcj8mw~ISS@!u2(yBX9fu1Ai*0V zO84-sy&}4|MRZey(w&Pa;zCnIHypMi)c<|MV diff --git a/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt.class b/tools/llm-bot/ai/koog/agents/core/feature/choice/NodesKt.class deleted file mode 100644 index d6c01fcf4164ba1234d4e82a2dbc73609da997ba..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5550 zcmeHLT~`~&8GdFZkXU0`7EW#BFH+P53+$En5CjooOiZdGfr}g`6t~VI4PrssRkbVC z?nmmI{)hG-^s*-xF{eJK$L%@2NUwX@-;$Gec2`J(0aQD^t9`UPGduIn^FH&=Gw<-P zZ~yu?03YJ_3<=%P_ARTd>1A#@wpO(2T-)Kg)1Y^8*D{J+TeC{sUUfoX4ADKkscRM8 zENkoAd%Q@k0fu)?>XOUl3*0PiaJx})>^wb;T7@sWHf)AJjOAo=mF$YP-7qR8Ue}hg zO9Dlqv0bj~wcYz(^L^dsnOu9`f>Srla^`lg<^=qYd4-pChi4eO`8GHf5{bp{3(JD% zQ^PSTTF$VY1*t>aY#MdTtP(HU1}}1>$xDwctK!j|X`$(`;xg4yZ?RshTh*GQRk>}` zVrzNt9VbII%Or{y-Tw@uIjdgQ_PDcM*A3IwbknpP-7%;Wg@Uuzs8lix@zZ)y7k#@z zY@>g{*){CNFjR({`<7ENOl_}O)eO_&byKfsSyL>hZ4~Vg1{vNd?(*WkKg~nEu2(sA zWO#q9BLck0ldZ$!K}2vt#d$;-)>@vQ9oz9U12~=vAtwAWOv70umd0|vJG5miqTA%Q zwrrVHXt-o$ZWEYGct^z$e$egwPQxsEe6IMVsSvI(OvwOCHb`eghcL`A`Ckn5cU1`2 z86w@W62i?k&^q6#(Eip|A3d+}hjmMAc8Y-zMi>T`DU@`Rs-z$-9!?k#KkSRNVcwIrX;bC>*jnN`G1bKaj;dW=#ELU{fCfV?ptqU$eOJH2ZZA>tX z$$GRIXgd_bUE;zpn|j^QO^0FbFetjM%O`D{r0J7Lsn9UVkUb7sin(LB+`jA7v~X&M zHc%@>YNyLU2(t|9C-@=7k!iJxC6R=-zY#uAaRc*5-1D_us(dE|z8}B7)ddyT@FA^2 z+=%bEyO@Dx8Nxz#p2m$PgIrf7)@A1ogUX-rV#DFCt&y{QC8FbE>azufA!w4iF~mBQ z&F6z6_iRBb@g1EGS%yEp&50&a(QF4GUuxg%upLAn`c)|S3B!?x%!VDN)KWBV8-WI*X0bz6%Lz zrlmtqPsE7jwpgCEr6qm66V<9~Rf0p8pVoOmcF%cIen;FxDcNi7b@?PAROzH|U0|r_ z?)$s@bS55VrCoVq!D`ftM8I~V{NS0x>DpnLG-+Q`uQWJgvxWT9L$zf@U3IT3YN9aG zDy^vFBdL+Y4lQ)296xT~Rfon+j>xaK1Xq0!QovF&RbkDU7>a*0oZqhCD=-0z5VOO{F1xGLL z=k=OD!C=-jdEHI;IsNHD_11mG5Qr|xf`CNYpXu>26iAWS1ci{$^QuT`=?JP0#?`ezI`|6LHpgG##%Ao+SNKuv{R7Idv&*Q?y%AO zbmt{9FR}O+GOM6L&jeJO@FFhL<=`6K60Q@R5lm8P3agk#j_T|5ZG*lxssA)Vx{M4y z!aag{35!_5eX=D=%lH^V0}FUSZQ@@6EBJ&|;8#>u5W+Kh_ftJg@8|S8ulN)PH6hyAQ!p7z}G5IMmIUfw9`vjE}Z7QYId91bxy&9BpIfyab!VE@{Mx2}&!yNJQ z0WmR;PpSSnecQram&--MdPWgMME3I=~EoX760|H$FMA7Sb@ZX4kRsFSQgEKE(?%s9S~3eDMG<Z5lv~=Grj|5wQN48ImR_XM28Q8hfh4rCHCl1PUBX9=GQ>s=)3DDl zywy8ZU0~KO8|LE3)F$|9*;-k()dgNsFFW13Po>g|O3PRadTGQ3s@O(JoieyxPlv#Y znPts3Ec1%aD+KOsWG?h)Qq)wW`!Q3eFICe0!7nk(nvbV}*t*ou+ z#K@2h+TRU2&lpY^dQs9hmxO}W1X_@yfO2gjqm9H^5%C~n7j+%m%IIKdEPLkRGCCO= zdIdlndlHCXFGH$64wFb?e`S84?e&vbLKia9fNaOMQ#bfr z`-~weRNIUWhSN{MbHhx1%GRT}Cb%u$@Z6TIS2Wad42dEoKFg%sIT$2{g2d4vaV$t2 z4-zNH`9*8>F2g^A+v?MhYW)Ct?qFmGUYIV=6*@J0_ywfsPi!NR+vEi8{z-~&5dfJ5 z{ia4o9AoXhpBS}%+xt-7&iH>G){_BoymO+Ob)Gkr)u8W$4I1klu zhMg917zx}G+%XC`vA@Ac(3t*uMH43`ZT6~)n;sLYX=Qy(@N8Re`IC}Z#p|Npq8cq~ z*-N5U3zkhDBg3e>q<=;~S59T{!Y*X`vz)%IQ(oyw8$esoY>jFcX=SZ}JSvG76EBdJ zmTCNsA*cfN76zG=dUS6hA$3U3^XOheQg$RnLnDDk>8>3SGvsz+Z*uq)Vs>WBG%U%F z@5>#J?hQ!=c5W;cQ>0F*&_Hd3+9a*Lu|Y*h9Ll!=e-H&B1CK=S(g1e()tQTA66y^-!Jsx#809B`2xYF0T&vq@B0 zmRvENo+GH!b3`55L0<#HI&?tXp#**R1SVK^ai?;KU^7Fq(&H?4c;cf6LhLM!_EMiw zzmNK)&I5L()m@oXmC1;m5xG@K(V!zlb#SNBMuUz#)xmaU*OlEt(W;+zD;@MHAZ7Ja znm+B^6u3IvsdPR5V=N~kgUYV(2(B%h!!NuPe-v&x|DX&WOwM6Zd-Y?eo?_cYJVTR< zHz02Hw3lmA#*+%wIDSBt_tTl<_z~ra&BBonrYb zWr5~dTPrS4YpdS0Pf?CR zDhwjz#u)vj#J!OEKcmzUqc%ZpO56eK#^}0NH%7NS!umPQk+4>SLH9oY+wGcfbeRia zH92cCQRJZkZxZznni;2dyg$|a0e0q7?ercB8#IW=P9CIMh;{2k;2Da9dgB*r0dpaMo5pv& z_=@kvL$zLHPnj%sU@Ol0o(oQPJh%PibH2BNlO1nuKl!|G(BNdpLt&G{y>cNG#PQ0L zL25lQ=6fP2iQ|bdkge9I3lMF|H_4bkrcE!B$>4U$(39QBk5>5_C78Om%9tO z`C!n`2ZMe-81(bOp!h+|$p?deJ{a`#!Jzm7%g+ZBTVn3nbA!@|&ti&%5_+wXR*lqN zYmZ0Xcn7jb5mW8)sMpU-x5wjNKReSNS7ag@i77W6AxiP6{BV@0ZjUMq$8x?2HZbFw z;8(PYj99X%skynCR=?y&_NbSN_KC&m$fvO?hWVJ6OSut_*@HG1! zZ9tJ?=Lq4z2DH&GW&aZOGaFdAzDZ;^u;>%H4J`RYK1dY)j(Ec#kPyObV40X660!uL zQx~L<$)Hjk5~W%8F)8ErCHl_-aSrSvMj10GVTD8^fjq$(Ojz_yxZyo&#VK$**Z+G& zBM95f6x#@KgMT+J`iL zhYq#7^JtjFS10kcNqimOpcZdT;+wcP561B=e0v`K977!6;Yf0Pm!pm2Ajd9_9*z!Y zQ9QQc}IF4|{Ib@Eb9LG40bDZEf$?+1$DUM-|QI0blFLS)YahBs8$9awm9Ag~g b9Hs+kJMU}G`x3|Z@is{;lf+-3=X3u90F-U? diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AfterLLMCallHandler.class deleted file mode 100644 index ae0963216a78713a7d8522706092ef80642212bf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1017 zcmcIjO>fgc5PiEzoYZZ>g;LU%PtgM$ibF041rSvPYETNO6Y5aWCZQ4ms*knDN0v$Hefeb3*%fB6dF5pFQt7s~I2VaFF8sjcx_ zVI=)yDQrymPUv|@e!8V}EUXH3k7mB|JLu}?qZn1XEwpJSWvwkb9!M+N!U~G<{vbod@zk)? zfPwWWK2+(dL|*$I!`o3(ba|1x+#4k>J>26{NJ9l)n4F9gRvaZ|USiKTJif(CnX=<$ z33L17lPBYk4)>hNXEsX4AGqUY3pYz_{K?5r5{Fpl?J~oIGgCVk4t)kqy&?xBw>jJY zQf(m=hUJ-ZcT?putUn#fR%|7yb>8r9&oV3>sg9nCnqm7eCMES{O%Ie&#L3=Io)~sc z@4ga|=u7$meo1qW!Z>QlXDXnkoAWboeyiuubs?KF1(s#V!9fPwwBpF)3ZX-nQ6RiZ z?<%Lo5;-%=agBVAEnFw8Qq-ja%MD~|SgB#PhI2Si2(N}UTxft9T*P_<1%pcl8wRfgc5PiEzoYZZ>1zOUUPtgM$ibI6Bgd(a6)Syrh6Zu}_3I7tPB5A}j%&zqf{of+?Y{`&3n7XUlB#&B0CzZ-^aU$mvR#&3p^ z^pB*lG2t7bTY-%H-6JcbgRmv{r-3{egVzy#;Riyu{b!AiY}!0B49@fn!`qv+)09rD zPRc(T$YyNiUZ|}c*h;M%+Cb@ao-npbOXH_oO2@*gP*-l%=G#{o-u>5}_qR`mda0GI zJoxhrTeUE1`yFW;kx<(BLhH~@W;Xso90Z~fNE-FVztTdRW>VJ5Nyn$sik7f~V!YSS z5PLi|EHz+YU5XD>x+;;^y2J2#m=s-J5*vMV^5euI_Iaz!aPL$U&#Q;Nfks}E zeG=S^ZibyxmHL}n7#64c-A?t(usT!IPnx~mwG0b~s;wv5X4rfYlb(9As{6_)VrBOS zQw&@4yU#@=dXoNwU((#eFpiq?u?nc``s~cB-|9JZVaTRjfn^zTaFD?!tvK?yMCj0s z6bLWVyUb~^K+e>1Tp^!h16K+6DC$yy#X2%oELE{w#TlF>gjdB1&eg#T&f`KI1%p+C QHG|y5UNk5gI0ozA0XbGH-v9sr diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseContext.class deleted file mode 100644 index 1bbe01421a0cc75c0ead1334a5663fef07dc0067..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2560 zcmbtW-ES0C6#w1XujzE@&K8i;A}XzP+Xbdn#g9^zR4Wis7)=xiCZ@uhf0HquJ2Pyzw8}%1ojLcOIp=r2Pxh~W9{mAe8p{k* z+;y5ku;%bJ;VbFXf>1a&1XpdM4er-H5jq$2w;6GRzRh}p6tjV^#7&h0W3boxCU-pU zuQ^v%*F}xEDTeHM*LT&s42MhAZGj~fy8hbK7}*`J2H~2sF4StsU0*uf_XEY18_;*ehW_0Od6+oZ0|SQ`(yHM~hUw})GD;y^ zYeGf&uGAS0mBw}(C7D{#+6a6q%2~2o3pQ>sT(rD9c%)|)8$ad4Z{$|h= zPK-dEU*qZ$uc;usmBUGfBQ4(413~OhT-BhHRGcP>;p^^-Bq;MjHG=wFG*@z@8U)Su z#vYB>m5m*W*KcizJ;YbKVnn9O4WXDz&j*J&Y$FWcOstn63_Po4dYGX8%Hfwlo( z^#qNF$wP5bLp^tze6Y2Q}_3^U&4z zggNpoR%co706nmzc&$0lHxe~#DQJf^amm%dM-zJyHnTi#LhtU<+}uzr*;n`~b(bKQT-kSD_PEVUPTE$7uK9CA>_^ z8vP_;>$De-rN8x!cqiK#dV^e)93f70pDLi zs)7p@%v3Oo4~XJo1()#Q3Yf$kDk~^T9Fe#zVMgzaL{?%z;;6)+#E`_fh(9ec5gmpl PKElUjL$~-TdS3k(4UJs_ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentBeforeCloseHandler.class deleted file mode 100644 index ba051aaf28b43fe1e6f22f4fec6bb4d437840396..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1032 zcmcIiOK%e~5dQ2Wn>20dmPbijo}vdhlnuFtB1$CGpzsh?xrB?8xWUQB7Hen4K7ZLpmO}-+BB(XW`=e=g2fe!4U62=UbQG$cov&K E0Ybno!~g&Q diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentContextHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentContextHandler.class deleted file mode 100644 index 68a0f0bf89082220a3a80d63303d71d4b94cfdda..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 941 zcmbVKOK;Oa5dLP9+O7-K1zOUSR|P^)2^@0Z6+lWWRZW!^L@O>iZIUH8acs%EiF&m7 zDI5?#0dYW9a^puK)=nazjRfMbGdr{2&g+}+KfZng@B*8J$J}#!Vc2nbM+8c`tuPYq zJHgdJ>-Rip`yz6y>Dx{iC~>0pCO#8HaG&o^kjKyJT|VTl&x4Nps@WASRe5>VMQ~2T zOymj1BoSf%Zhc-oS#7$stN^!K`@NoRE=A?uyj?F3ClM0Jvw$|48(g43&NwhG5<;!VJXAN z`{}|FmNQDHyY--_2#ZHvC&<>2u<>RPD6cPS!O)Xl(-+lWED&y=etpd&-WN(lf57ac za1gb`uIKA~>(f7P&%`tIu&|KQ1xi;FCUUr{Ed~qMv^I4Ai&|gT$JCT&#tf3fjSRYh zn_BPaS6c^LY9Lp`xf;&bZ~@C&!>M5f7aJgnOSs&CC9x{8CUHf=kSIv3OPCVHpW6ck AOaK4? diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentCreateContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentCreateContext.class deleted file mode 100644 index 70e241395eebc3433ddf674601b3c56c59bb4ebf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3229 zcmbVOTUQfT6#mX6B*PG77zIPTQAG^_oJg&;hEkDBjbgAQU@dL!5XLwp%(!wUEPdmt zKco*`eYCE+YWvW|@}bqfwf~@hq^tYPOduoytq(b8&e?l^`@T>9{P)-20DKIC;j&@r zWydM$M#;2Yt{0uEsXs6cw?_Lz!(OYHReeg(rmJ*oPCK@1K6ayE4En^J&sexRziw=IcP!y)u2=!VMB;l){o#t=#hQUpg7bfAx6{D3I$lb0A29PNaJxbS}e zwAPapgNB6QKgJLZ3Xnl-Fghr#7*61%U_8YTb{|@t;YwTlH&-!*ysKoo^;%-MlpJmg zbzlXO{&x`biiA>5`n`f?IC~&UJx&b6Z^IYBD+C`DBEu09Y;HgbK`c4ETdZ`XK404n zNg+AkP=^m{cG0iex!`L&Q>WADaB8k)n_L%D!m?{#foIw({pU@v6J!576Q0jwZ!m{& z1Amri=wv1{Bdsx^CJ%V_@u>x*t&c+oH9d8_v05=H{*8U!CcaUmX+&D~rc*XWskNHh zdeg?77{>8_7cSxwRZy#UG+=_c(lBCf(VV}`&`(7)y|B2jRLJIL@8_5DcV=@lvokSV zK}x}g_=wu5A*NA~Q*t(!FHGg8XBoQd!Sn(iqjzVr6BGD^CeCWbDV7-q>l|X#wF!af z)1jiX@u*^o;%gAtCqE=``Q6HgM&|*7K@--StFdi*>pt8zU1QB~4YEPn*bLD_D~W}P z1q_V*l^$E-M0u6gE;1%>Z;dKaTvE2T6iKB;?7@*XN$#R+pDK>tl@#CJN`*;MW#dv> zx~^-7)KEgvBsnC0=`fu;8qN_dqDB+amF=yU-$lZ*tajeKs`e(Nv^Jhn4=2vaOp9ra z;)*6~VU6hNJ}sh!<18(ukKB0q?KP5@)c(bRz3S*zCc6`1Sy8))xJUOcF{XAe9^N%X zA;(mbIi&Wy{2_8w#ABRlr~Y&@5iqSD*xiXk<={wN)7$jwoVQOrap9*}in2E<2%pQFFvgAne$ zz}4>&etP#At_j=_zNVEt&qpZ>A{z>s0Q^Oj@wcaE(8t)xKpa!J?nNh#Y0MC}ADs(3 z&gdjBa?mXin0;F~o6><2=VOM~dSl$Ee3Y#j(UO!!gFO{2%mA BG_C*u diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEnvironmentTransformer.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEnvironmentTransformer.class deleted file mode 100644 index 5ae8a8e93ccd6f30de8cbe5f6cbd1f6122eda802..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1292 zcmcgr-%k@k5dLOcu15hm>MtmYBE~3*UTu6Z7BP*np{Ae_;tNmPcBx0Ncky;hc)a+> z7$1E!#+U}){G*I>lnO%QuNWV8zn$5c*_oYhzI^@o8Nfp<5FSa-ZHHmYl`Rz*?KZ+l zxm!w_F5@d1G<_Ah<>c;3u;WEx(Bb1oBm=z_MjaJpKm>PbqtbVIP}`O}()DG~a-Y?= zRl}5)Ppb&dNwW;ngi$jHOn85@_S>m_&*xZURmXk@;D>wE(P%qwlBdl!No-feeJImgW zEvBYu7768{{rm%#bB*?(DU?)qZ)n6{(29_0^jS%$3=J?erJu2zFm~)wmil9SI~ilb zo+`cr(TZFs`gy;g8A+=ST|-N1MqRpnvOUfoyaqlOc%pS*o8BiT_#ML(Ej*TZhq zP!-ST_ht@#UY?3)aVId6FayMcZXtsd=2#N2afQ+1PaS2v%4%hwq^cONVxo#Om}G=g#T0UzAdRy)w~0}W^BNa4E^1gB(;71xd5u|(OWy#O CDv1&R diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentEventHandlerContext.class deleted file mode 100644 index 18570a859668df08f568f0808c7a3df3b25fbd0e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 564 zcma)2O;5r=5PegiVDSU|#CY-tXpxv0<3~b_#wHjOO}ubg=z^tXo6v=DZ2UF;1mnRp zaPvnQr*MUY!@ik)Gdug{{r-Lb0JuSga4kIB55ul4x>D)LZifSDccjomj_*RbfgITN zw01vYc$_nLq0(}!^B_X0Cq}{!gzDPQt)6T%n;~4RGI!y~9HHFsLmha^ev(?aLW?Vc z(H~`4w2=a(00Q~UkG=F(<;*=JoF=hl85Lu8lDN>RByr8C()5dxc=BPGR<>|lrOBsh zOkj_88emV6u!FmmcgSLF|0&YEg87l4d z<(n6Itw7e53boK)s3Md1LY5seQ=>TFpWz-3IG!_~M-GK1G7i=pSPqI<=ZFmlo7ifC QB9u_(dW7u=I}vvO0cJ;?`Tzg` diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentFinishedContext.class deleted file mode 100644 index d215ecf73ba106a27bb9db28de8368368691421c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4203 zcmb_f-BTOa760AU*CGkC2n+M!VuGOt0T#w?n*dH@yLOQS*flP0LYsP#7PLrcsqVtW zFCD)m)8}@^)Aq3sNgw>s&eTpOo$0vFLudNl|EAOQcXwCP0vg%l_F?y)b9BD%@1DK- z=YPKX8-S~D1l~67e8q8g^5%|Jb7j8h)UEusWx5Ak%Vw=qwd(n6>bF~V&6Z`Wbi=8+ z*2iuFLcrKH56yhltnK9QZ0%Y_N+SYGukG{ZAssLKQJQ{Z0`VmVbKe!XGr7_VvF_IG z+RkD}iJ!*eO2u)jb}e7GwyR7l|Ni|)`_|&rhQRq1r@oWlwcM?`Y1d@ltkoRXbZv+9 zn&Yk=RI7^u7mw$X+JNRgFCHf~<5W`9$r@x7uYS^d$fp9i zu2%i!r~1H)$Mf2pxIUGM8`_XI7vUQ9R^5mVMF+%OoRS13`pZAWqk5N-yxnDFl*aPc zpGHXcHR+Ub+P4UP$to+4zHIc9W++|P{4gHn1)5J%7KHMoUND-8+kM6vnhnhB#$dzo z6BTlZ(&6Q=p9s=tNi&rv;$E-snQ7`QdMK)=j5LK_ke0BU!oEhlmiUy>L)}K5fdj+n zefh^Yzgk*}L;2m;9~y109o$WBUdo#Ya#r1f1ctq#(MI`Vh4XWmA05};vkJ9CTiU!2 zTx;DV_#yDY+_PfWthIx^EvtTC-5Jz})hU|Q4YO`5J`j!{_tm@_9C6yc?wZBQs<|JS zCD)yUdeORNE60O@kBv6j7}p)gm2TbK_eYJyC634_D~|J>QC9)d+r(^~YZupyx)hv{ z@d6N%B|SZU@k26Ydx|_iJB+YH?l)XxTxX{<=`WF)$(-hUFq-M-lKTRKx#?#(o11xt zk=*PvjO7NS&oJ?48fYlB#(vGbT@XkL*V_c9!u4nyT>ll? z2h%gNgV8VWUDa3LuMgGHCR9h8P#tYTbyQulJ*bWbPz}SWGi;46e2=F>cM8Qr@0pb!pf*S5{t0KWs2# z|3D)0Ig%>UbF4Mx6F&2l_8L^a!_dCLIJ5*bB2#?B0(@HIzgBf*`>CjNFVEo)6JXdN zJ%PLU5r0!V{A;diXgtVGe}-7}>Ga>B{T{K%)9Dw`R#l!ee7?kwJ)z2#{78r&BR>}6 zC&*7U_-HHJZp0J%zj2z`_Vn~L^JC;DRvuu3xDejpN~pu8upB{^Zw(gqxPC(E1Md1y zHW4Y{g91J*U=u&(ik}tm5q`c2A@LCACPpMKNNh=@B#IJ!66ZW3D{)>TA)!l5N=!-Q rB&H>1BxWTpO5`Qx`04xXJK9sIYHLHxyl|oekS2 zmf<@oTtav#bSIK=xShpzl~(ppcJ`*uA{ax^69W-OLU+TLt)6VVB61Ag^d5u0(>Qba z9iyE*cC|*|xJc=2Ad@(yr46%?(ur`&=-S=J>E1Pl_y4cqqpkTw2U@w>lRpoz*)VZ8 z>`B*(h0-<@S{pYR*oH5XC=#tm(ww*dmS$X*Nm(oNj?bkN9pMD|_|YIo-0{q?%z%OQ z$$zY}Q-yY&`wVY~Y1!vx?(<-n`tQiB@NQ?)4qR!oKS2iJloYUMD1>BU#r2WfgI;{gWSt&C}6WA{Ix|$@rHv zf8Qi=Tkfie`mN3Gy!ox3N6&MZp#Tp#Y|x3Lh^vGiy+Mia8m%QxhXvY9Eys1* zbFAYA;SPCyDzMl@u8wncEY)!y%Y+E(SiyxRn8ih0YNBLu*<#hAFtJxG$`+o*+7GSb BCldew diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentBeforeCloseHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$agentBeforeCloseHandler$1.class deleted file mode 100644 index bc8749c5840855eb81bb123c9d6817239d509942..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1224 zcmcIjTW?Z95dIcuDVIvAwiYk7T2!dEhx%j!HbGM3F^Gv&664cy*us{>u5y;9ul^%1 z4^1@j2l%6mvj;HM+N3^slAWD1JM+!Vx3k}WeEA085gsr+m>IOdXwA;AzcJsB|6>*vlet@q46%9L*0Im5fc`GHTAUen5m zBU7&Tweh90tm=`GN(7EQl4`__)T&&p|4A1mfB#=|RyL44v;hSPeyGn^+&F4WNXmT^V z%A;o_RhK&L=?+7(sYgRkJdqYF_i{w@G7v2pNCK}arA;_H0ZPPFj3}6;m9x}YB52X$ zAj<}6>y{weXEu(J{74GJJ(B6M5vedFi+NliC>!vQPAo+16P7;E9>IN*HUUr#W0%QB z=aX2gE#orTHbd_WrC#}!-rDV#`ijWwW8^;Lsx86>ZIMh8?AT!iPH4S@0(E867O_qH bDtTO^g08Gsl0i>&rpBE(7{k&rKjDtgRo8jmJ{F#dBg(KlbBc4Q zam+EyS1Fa*V~7@ttu*3TNFs&=L(KGKz~I(rhMyLDaR(L3HEx(e6=p}B7G2ZIh*MLk z_qFk*vP|lckxB%PJ(6m~jnt}Ate znJ~P=4JTG2gOex?YQzd=1sGW0Dl}G+Q)#s_L-}7PAdb5XD}_HVVmx8@88W|){C3~a zxYcw=Ff7-#$Nd%`O5XOxkrm`!r)zGE25m8%SQ1UyRpBFINV`gjVa?}3AZTDS2g>tx zAXS$-?dc9fvZ+TyPaH~%m3uLwVHt>)3?zZ?E2T|1I04GURE#K?r; zX`7ZH+UK^;ko-Uj!vm7(u@R{-B#T8{A}AZMOD7g0_7N-ZX^-F`Nt*yDg|Vw-qw`6u z)mCwpY^BgUL#fw(rnh$crM@8Y>I}J0xNeKELE9vg1Uq(EgA-csp+H^Pv_@uXwl~w@`rgF$2%aAcW88LW`bHk5|J-dS{SqRj99U&5XBaYZkQ$m;Id1>{FnTOS9r3{&2I z^Psk0-(#5m4WNKIT+E_~OAPsvuLo}fVH;yu8Tuht zhQ_U~JAz@Zp?w~-cqn;05C>L}cZ05ZKOVG2II?7$va6Cu#8B{*5@9{yQ6y+!XZDmI z=t!zAb=uP%hFnv}p)Vdwi?u}aWaL1!WF!f^rj$0x;6&IYrZPmqB&{V&oh5=6y$Q0c zk+y0HqJ3iR1i25SFx(?q7#fjJLW-Ei1%k2x+jL?fG9NMjp7s>(le7tdhe_-L+30)} zYqbSjCfj=AJwvG%f2Ox~`{lnN_38vmpK#R{VS_eE<_LD^un0G?-a(nVvS};WqJ5b> Zu2DhPUnA{d*~1MFE4b<57FIo!egL`vI>Z0~ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$beforeAgentStartedHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentHandler$beforeAgentStartedHandler$1.class deleted file mode 100644 index cead0c3e1ed454ed52ed80d7c193a0166fd1ec1b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1452 zcmbVMTTc@~6#iygT6#e)3Wyg3K`kgOs1L>#5^NxDQfp!>iTX6%4rSZF z<$**Ke}F&AcxKxg5YY`U=bSy4@0>Z8{qghbcK{oB%uwOdZu@@A<}IOgXuEzO>^;GC zm-s$cO-}^&ma#qWeJnP_9{EJ7n&yEP&4Fb-4aT5K^_^b))5-xqj%F;MsXeiwt9bW=SK-uo35B=fb9uVn~&wl6sRNQCQl|V;Gq%hLB}Q>U|k9RAZGM zw|VrERIlL-?LvI$Xb5FrX>p{BmA0=vsmvJtu9ixKwlPW7R0k8AeV4Vi+G(_CjdhJdnKMiMk;aS)s+Mb~_Cb^fh@$DG`)C9)^MrV{}`&o*zopqL=RbO@?gE z?*^{ektTlTRhL$>BX(sd32;j(Uq|a1VvWWyL@l5{31-Y(h(DkfShxw(3c5kktdO)o zoDm;dK1S{n2@I=5^F1Z;5&9a(C5%$A33x&l1CjiUsgJ}h*hEv2|9liXMLM$gV~sS8 ztEB4{Fhc=75?rf>~5ANnQVYOL|8(EWb@b%5K|H%Ap{A85J^BOBAsj|$t0VZICm1! zTBT}H+uHX-Tl=!D)jknHk=iz;Z-4!p`s=wfv%9mivpNCWA3t^;=icvr_dDmFx%cG5 z|J?i|fcx<;hHhC+FX;MgTAo!jlczJfp`>RN*<7aUoUBb}6(c<;Y)9>f2pB`UfAWak zX8-8CydtNwvNoGOIW@0j%)SGquNWk6vj{2~!u_hIngXSIh*Zch&U67BF3>yysIXREey>C_p929zM!N>t(GSg zQ=XACrfxhD!B&R#Bz*1#!@u3~JN>A~oIY&_BX1ei^@Zi7K9|IfPh4+`I!->Zq_~?0 zH`+sfblX>?lO#JBs?3}>8HQT@UE#YBT^@8vPx$v>XM)!C zE{4ti?qL}8_4wL`X+uiHZaYJ8FeiDmOeqw;iWP_xrfiss<4L1scLbdb(UGx<$-%Lq zVTQ3!6rJQrqq_=S*v)W%kQH~R9MuT+Ff^8(3B$oa%*)~v)qAl|NPHi|13{>|^K*+V zlJybFt9-6V-A^%$1R@py%~G?k3j5K|&>NVdhgAfW`8WFUW!N8_st1+04Pa2ncj&g| zJGHD08-{M=!j^*b@a@Z2f@aBgqzc1$U@h`_a3UDV$>*`GNj^_s;&vRPLcS9W#{#=H zrbwvij_sMWFNajkRr-L^m@{H(B~_~&>v79zuu&7J*nYmqD35R z4t||24f2#d*>a7PJ-ywOJ*Kr$_H?!=H|12ez3a}#v_)Bq(4_!GyeX%3sg+@14RV+E zx9D%oZ;xFWf#HKSAm?|-E(GVeR1}lG`B?cM9GxiNWbETw6i?D&$2CS2Pmxywf5lug z%Fj|UB6wPy0vgui8C+sG;yW?l&3+!l1)MusGVJvQaP?Vn?!-L!846!@?S-W_8M`KI)V$NFjaMR5gXC zg-O+xt#SvQ-F%Ej?z zytE#B@iIeO>F`vxajG@0!p(6rg0Iq1m(twO$x|m!PmYWYUzj*OF+MzYc=&J}U&r|v zzJ_nmI&%;O-w3`%Ri&aCh?C)Ws_<=mm*GC&NcUYbMc$%8S~B|LQdSYQD28NigmUhq zx>UKKu~!Jg)3@tPu?$K@bVpAxANp@p3ne$<46B@Gg*+czQpuyQXyn~w#%h(EQs|DG zNmEa1y4Go#Osc>nWwlFG9lKewaHK$oL(m#vG@Rai*Qn#dO&lln|>grj!dlD2q1 zqAjw!&=e7dF7O zu?rqJt`wV3yNXe?1R0J8!Yj=<&TKtswYhi@^|oo*l*v({#gz)G7KOwQ6F*>J3-tb? zDxSLOZhALkw^lEW$3hLE*y^QNND@EMi1i$bt_yS(U8s8~T1oxsYTq}kUP?uytCu8} z3U!Bi=>MUbL|Ce53iYmDy7hXvGFmCEJGMpI)fDP(?TJfmP0>VULKwSKJz=R`ygs&F z>aff)GKUkPXhp$x)IteGI|-wU8l{Udx{uzvJV3*Qq}|7wq#mn5Oxok1ko5(}daAC# zDMk~BHdRK$Qsh)pswyywJ$&nOHKA3LNMv6x#hWXm8>DJ#Ra0ms6}PID64a_r+IXr- z+C&647n|#)1~NBFO=P}{%v*}hcS~EzyiH1yc{`b#i_JTv7Bb%>?Y#A7c(3qe57pLk zm2@Ut-BkYLOv%h%m!0&&b&`vZ0D+=Vgl*D_@H*0^LBlH?wd;UUIrM zI^E9r5QvXxnqmxPWzH2ke8(pAWh0{;Q3VI-kgl7Ygjlkx${f2X2dty$r}Dk1(bJRo zOGya7!k?_SGdJIOgSO!lBl(xij zNZNh!%b@{J;#nGoaPSnKBii;_exfLh1&IwIY9{h&E?+#Kr}CgfrLKrdd&j$Y!OP;b zi$z_YMO~gnT@i~fd^`)<3Oa(!8c|zk`AXyz;j6|}d*a78 z@KYhp&&zU~EatXAI%i$n8uQ#5@rJ{#5pHfjz~5*v5nVr|Yi^B~;n^hq_)AS!scA1w zPsmZ7O1w$Y)SmdI`1Sg*-Xdcs>}tG4QNw7Sf2V%Un*eoGj?JBNx9Tp7XJBe;rp=!$D2^nrZ$92m!YxN#2ma-8FMpW`M+j3dku z;dq4OJjW)EHjWg>1&*B@GRG7b?e}raaLjV39P=Cl9D^KLjztcQL+3coG0L&T@fe4} z!8y)wJj7vgEOV@IJkD{E<2jBeIiBTsisSbj&vU$J(Rh{PC63oP-r)EE|D<^dZCc3V Jjkp_){{`iRb#edz diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorContext.class deleted file mode 100644 index 0b94c8f899833408f6551b32f8cb1df0bccf4329..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3712 zcmbVO-BS}+6#w1L*Rn(j;X?$Ysh~gt2C=qQz^aswXg~`TtMtPqS;>;HOZRT5yg2s7 zKf!7H*oRIZd}wFt$Jm(;#kc-Volei)U6KV-Q6F;exo6M)o!>e4+;j8yzc2p;ForV2 z1y#?KOmiipu4snMGkMd}GWRsquFzamjY3(oGFQa6xr#AiS*A5^8n$-dj({=5R@DtP zQ&x?Y%#Gz$El=72!{{4hPHYhHwCkmc8)68L>V|G#BB;Jx&BeTJ>Bh>)Yc&f+%luYd zE^8zGiwxa4(^|=_YWA|F>IToKhGE*Ot(zpzn)Ym^TpnSFII(97G8Bg6CDShJMrL(m zEu&MUmZ6q2SwpzydY(rRWoXM6wS36~xT#v|nns2Uy?(ZCLh7*XUyR}~niL#Dj3H!I z4B6AVGS zsB?ykxi>zkJ*Q7uQ&u$FDU57^p|!8y=hQnW2AOPVr?7~USS7=7WY>o32Z5V6*Vavg z3gfJQG3;NQqY(1u`X)ogpYpdXkav$>9E+?_E(a+vL8Pak-BT-Nn_;`}-C_5q@U@y+ z*0Mf3ukQNaokkRC42bCH0A$;Av&wM3UK{B1?#>t+NII1)1be5B$5_9N_ZfO>msmG8 z%#xOILFvxtReMs++orV{!3R_qYidbz)wguJND{YIYD^5@`%l_KnbGW`S#TQ&@5z~F zsj^<@#`&_dYvaP^x>m=0$!A~9=DrBV)pB`Wx3!TdF5n{tAL3$D7*xPBexh$%k~KHp zPJuoar*=)I=8)ahe_itku10YgR}_rn6NZ)=T(wvtm{c$&zJ@K0J2lG) zDy)4|QOlI)Hb4EH@bAzWzOI*2BXycCaa1jBLO>nZ4y)Kv%;JVlhpUUQ~%R|~4GQnsbFjR0jw5(5(h7+8t)_jR!vBB^kev6EX5&nQxdv%gVQGk6JrNJbq)urlKy%QWLo|oCe+mcXNKC%g z5IZdN)2|){NN)1UF=6NEdt=Qc6QnFlE}SDdfR5xqk}12^5{r{*%di}4?F@FXp|uXxp*wDF7FZY$&BTa4IE%&CJ zZfLWWwPnp(5QQcR#LTPZMb*;9+Ee!I#i~BeyFd@k+iJcvqpo|~lzFpa<+Vv&03Y=* z7VEHyT{TUc+m^cSb{>wi)Fy)zaTo!5f$23SIZt&Lrn!OUxOkWM>F6ciql?m--V{PB z(5?p#DsVa-Z+wB~fp`mzgYh;RQ_sqZ7;mSRuJ3;Dz7@;*QPeMvq4_L*MDN5la1z zu3t%TIf%$X{)JBw6&ZLw{ds97UiE+ydx5481Uil0I*gKgfwBhz^;H>l?+uL|xVgXX zW+$A3H>av0_&qxz9K4wxYdSJfHn%C&;*b;j%jOSAx6=cI&v8cN#RYXMB2le~M71Ik z)rv@ne~kq1KfC{{j#vXS7$R`NWt^CVX&z_`1|R$YSrkdGEg16T#7tW-;>pR`6j6JI zVV7Ewc7+g#HZ~H}xoTR6h=r)8xIm&`f_}-D_!y`~P)55KO+=; zlKugm0asb#iAN6wW1xd_)n7$p4@<0;#FVsYO9Y zT(h0)JcT*T6ESf(5pgkRNC-fuQNl7-Y2GC50;Tq|B?Piq%;HuSpW`;oxRb>azE}d| z_!3_&p_Ahz$JZPR$6by%N2?=5IAo4)jvkIv9H%*YIr=#IIZ_;Hj_Z!uoHJf_#&aAh NO5|Q9_oMVX{~x`ePrU#D diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentRunErrorHandler.class deleted file mode 100644 index 8cb31e327e54b042f0cd86cda1f0afc4d3019eb7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1017 zcmcIiOK%e~5dQ3>n{?aKEsv76JVg(1C>wG@1Q1mPYEXEn6Itp* zDI6+(0^)$8 zW%yPKmk_=ax*f?l+|6PKiGCc%Cf=Vq3t$XER}4fL3Ec@_G`q6p3dk{d(|Zj1X8qLV z_l$P($W`k-<07TAflT6*mNv{nN+-f8qpP>-Cwo^J-v7Ub_jl$Kz0%56AO3lO?YfCO zVOP3lER?pP(Av1kz&3oIM3HDllIFbew>0CjOv+lDcYG$DXbUIE$NPgEamO>mG6M$I zBma@gPG#D)?=ZX>rX`=3xX*)O>eI&qK7q_tF5LZ{Cx3xnTmW;@4Q`MxOaMTXWF6vps|k{Gs6Mqi3p^re&W zFKPavN#d4#q9W?IF}w5nw|XAE74jKPV0nfGc*tRkP8&qr3P{}EZ4A7!x^j+BB)^vXB%J^=WxD(qQwP^b&G|Gy=YOg@GLfd E0I7f}g8%>k diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentStartContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentStartContext.class deleted file mode 100644 index c8f00f7b9942d0a8ec5d861fd015d0f1cda1c8db..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6284 zcmdT|TT>g!75;j38-&1v44BK>*j#K$2n%C-jk$Tjv12*dyD<*VF1hR=#$rHdSoJ_m zF1u_l&h0G^TS*?XRY@M4sw5SAw>DKNVn3uRza&2(4|zysbGm0Fjl>`*=VfD;X8QE> z`Oc-!IenVH|L2px0GP&487}K)X5FYi?lZJxf>FxMif;?H zUb3%SMca5}N5B|1rtaT#7Ea8s>DzjypcnI**O%9foIN?Se`@~7qHb)HyjzZNSK=gt zRxc!iAj8!Ef*L`XAv|RkO?!snj|pEDrDrm;S?PsIk6jCP$t>n48!(X>roB_D-u1E*?$ksZ?slEA(X*mpJ#!yWYs~LzEtvw@UfUnqe=O zbhF4ada-EPx@}rCzH8Zcw+aQ?@R0PpiWtMGb;~Z8#mw6FM#iKNEEV-aCR-F6z|9@&+A3yORJ1dw+}$=6 zoeUAzG8J76frQ{v(Gx`oy$k~lwy_*PF~o4P2?|az#660+YQ)fv)8g|PhOq{42Sip3 zofr`8gQTjP#2gGm|=fuJU!>bMCG}y=(x{wkO!wf-t)#MCUe31?95F4OMktj!&UfBfIo zPv1B@O1S>>2&R6vs_x5~I#rFgnMqOVnxd5OpQBI|TRymAJk+-eHe+M{{y5x~zG~HG z`u=Qfz;r-rdN9f-fM4I>2yT!p+5JHN#p-a&W0=L9@a8QlPqyXMe})^f3VNHZgw$%9 zrBBO4Nes$Ik{G*^#L!iInk7|yfnl&(=FH-@wQgh_AyhMRx_wj6*;Z*Mf;$W+HuQDF znSNl}t2E-aPVFGW&%KAIi*m=XSFIJNKjVY*mbJdM>DOND6YntI-`O;LmM{6ab|1ub zy--*%ZG(dGb-WS9U3~Fa821=n_($MpHy>A=`{B!WvgJvU}8r~MU^fky0=^Z(pt-timJ$uirNuXv}QT25rg2-)F^#cpFdW+_I6W2b#GT=W6G#9 zcP-wk1$v@!MGc7GXfPhuLOsf8nC2s%d6njydX(|KT^dAbLG$xpg@bBLYq{N~b$b>D zZ@qXNxZR}n2oO1L(|SGMRXNwHy&}N`K|qSuK`bW)to*#Fo$68J!MKn&y0<%~sY|C=P31R7S2>j05-gK~`feZBPLrTBW2)BQ6YOH61Gip$AT%DN*&!M;8lQEv z|A5`=t`$reDtWXgsJ3dy?zK5OR3|m9jW}x5seX)W$L}3?y-2fB+LlfNYS%glsO(c0 z{e;%_{I}tAV*jbVQp;B5pjoS=#>YF&*Jmzl(R)$15FcTN#HHg6V^o)zk z718fgk|`+SyYvnV&(J$AZdNp|oulhgWxZARjc!P^-oe@=e!A||@oPj=PlN!zM-qNV zNMU+k9geqrjN|Ee2R%pPC+OK7ig(j1^$}i44L?O+D*Y7wsgb7`N_7XHBAMzAJw^Ht z#H`@^^gKo8bR$8=B+*Y|&tVv8`agydjMMxNXw8fxjAqUgMPjA#Opb)9iW~_8Ma{V? zE_?{ekuW6W8WzQ4n(GxF6khT^%TyaO76;eoq5OU*Tksu0pSvv%uBs zeYxgBjceP;j*G-8oaP1WuLn%|0DAYY4VQ4)N3)@NpkW^%N3&P!G`m9n-LF})9x#0% z;8nC?0+T)<>3Wb6ACOw}rYepfsCPW`VfJ_Sbj8_T5b10`kXj99Dh~ECO9%Tg`#beo z#i?Ep>C}Tkgd<<8IMT}~9qGqdt2*`96!0R*9#J}p%uF1ZnSX}z=5TtXJJ=oi2sgw= zIrvVJB`Qgls3ciJ))Pgbia)x@BuiA1EFr5!Imxcq1leH;r#0awK2Hh=)eTZyrT2VC zIQZ@_po+YsamXF_-{}ZP-0{%ejLMd59uACcRn@zYlMPNhW`rXmk0%(4DUg? zBa}|l?_(6?q)?pbeh)oF^pJ;65}owWX`<6*I#|`d6_JSgZ?u#4$LL>0VN#_Ma(QgX zgGhu;L{#5Z8U)?)9l(!>Qm~63)B8jE`VQ@0X$gTWcoudRTiB*IzLBLY*jWPO_$I!! zgapTVj&E~(ha<*ulB1pDU5-wU0gkgAT^uP+fBi%gM}}jRV~pb>$0d%-99KBTInHrR ra7=PcaZGc}a9rbfjboN$j^m*O+>p-)@_C!%J^X|eRY}nW`py3r_9h`g diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentTransformEnvironmentContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/AgentTransformEnvironmentContext.class deleted file mode 100644 index 34222fc3149f6e0f630bff5fa9f640ea34c8e39b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2458 zcmbtVTT|Os5dMyAY*{EE6iC5bLK6tKfe2`t(wLAC0*z-}+5v_ao(@JaGPX3MBYVi3 ze@mbG*v^!;(}xa|$Ns2J_sB9AV;GV?=-hVq+wbh|S^e|xUw;F5iFXWdxnmuBUfJSh z+YN+O@_gHRZ}Xr|^AUFstF~{gN!hN?UGd)YYa4FE@jbUjXX~CD*e5{}jG?x&yV{5_ly?#`@v*(Qlxq8>)5_!xs7@ba%h%>DGAJilg42c!Tb%Irf zN~SBtFi;jTa)J-mS|N)0#4@XlKnXlcM$xpEYxF^{i>IC1pW*W0`$MEUlS} z8k65boc2AJ_6aj#B-6_BS@YvhiMXm7sqK-g26V2Hw{%?9j9wC6vAz)M#=Y(P7f_m} z7zWw&8T}uBP7Fx)OO*O{zhGGH8oI9K+`Uovh7~I2<*$WdG_0sDnoo}dhSZKzcEg_! zX>Ql4$=2)w{cnVGP_@@C+7vyub?=bi`iqWhZ`ErDw!h0sM?O-o#H)MUcjP`goa)3n z?@m`hwH>eSm+VbP0*ypAd)K^Uksf>xdD2bD7m4 zqs~EkExQH8X{{nfh;PX9gskE;PtKb6{>1$`bBM;=9~jQfo?9CR$x|OPGC}C^*^>WYRCWp diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeAgentStartedHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeAgentStartedHandler.class deleted file mode 100644 index 9418a989101361e087eec8e119f3a36bd129e560..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1118 zcmbVLOHUL*5dNxnnH?680bj7-1LdG3I4c*83n-cp)~t^Rdg0XUHtVoMPn_;094B7< zA0CK5!FVv6<>rqv*6gq$0xI#)Rb5qI*Q2ZI$Ioxy0W9GbVMzvlD~g)FY$|PyUyowt zZ!2lr%->7h2vzJqRokpyNfGN-##S}fGD`tO@E12$vj>lAJ91C@q0~+P)z*%x+sg83 z6~Q|RDU_li6AnH~k%Dw_+J+<4dh0+soYeFWX@#w?b7R-2NLZ zvMG{LWBrIPl$8x>CF{iQUXB|tQbH*Kfm*EJ4^pYjx5jG4ct zt#E~Vc+gE~qLa+IZYS|*PL#z0pXbwFt|ZF&g<)@?Z4hlfZs76^~e)%QP6BUkA5dqQb#g?cs^ga_yHe0rh?L)l`? zr;9-t?Lm&F|6a=y2G@h8?yU=9>P?%cZC6$GUSI<5*2-}Q39~1yuVpNEl~wU?u;O~u zj_YbQ2sz&5(VKUt{5kw*7)W~vN|y%(lF>dehnuVu zn8pnARkjYX%i&Grsu-!_LKUO%m}9Jpaa`O48C=5UO$-`bF}P|lVc_)Wq(RA`U@-Ly Dy+cL^ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallContext.class deleted file mode 100644 index 5efd9d681f58d29309e63eafc500392a6168b197..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4983 zcmcIo-BTOa760AU*CGTg!U6>TfLP^2fEQyDCkDHT9lMq*h+`m*}pj z-4Dl4nZC9&%`|z;L#GdZXlH7YNoP8a^VUD3e@Ca&bMK1PBFQ06lZU3Cc(xiwS2XBu9e=550%+h$F_Y~CYuvAA-@u(1W9%8aZ8%%{Tbny(iLeod3*Uq%al5)lBCq>00t2&8s%ci~LGpc)*trsosElqDQ{O)^WzZ_^8 zcB|*QHrLl_eADEmnzie>wWUi^mD5GHwx#cw-e%3P9IhLV<9dc?xdgAe-fG>pml$HT zx>G2t=w>)saXs5|^qsw`Zc#vLj$!KsNBD?aC7wVJL#DKCmMV?oH;tN6HHna6GHkaW zw}yXYBpZ&N-bkSjS`xkJr;6AV#r+v1d&0kd#i zzDc^1_th=ayCnj^aBOP2-8zOYqVRK(;RKO9KUIBhGBqid?WAENeOi$=WI_5sax;|~ zF0~dkQVLgbEr~brqrNzKmz7Of77B+N1)n^Dw^CTaY7#f`HbeHgPh|pYNvsQ+krtXzE+(*%#BIDSN)J)S zYbKZXgpugD`F`CHPiH3VjsthTLpkwvwU-L7v1yy)`8R6jRl(}W0vhm6;TL#M6i|aI zrR!~r;u|iD4MK+Hmb>&qPYgqUvC$1s8X9H8Ge}*fx)-5fC}Ln@00XNK{=Owv^8}U8 zGWPK4qvfPBtjO=_qoktsCdEXU(4>v|G^$1f-Ev2xZAq^t6;)B6eW(sUeYBv=v&(bo zxTcIK^AVb(G{Dl1Nomd~p(z0wp9xF7(oFNGKg;HwLs3Iy$ zqE8a`6v2$(F@i~@kJzn#pF63mlEEWUwMXkEq!iRd_Gua+rOYO>UrXN_3X5-U4QR)n z{UtswqCi!)bG%#olFltN#hOB!4_@kUosn-}YsbmZ?bFPOW}ji~>V30R_e6i+p(8(2 zp?Wh)eUE2V&4ROMaf|N58_oWd+MYFQ%aOkrs4MVqeP7XX%+-2z)2ywF`y=w+EgANP zQM1Ilfy}k?4Z74r0(#awqf}Wjb{of%Yi_+(GOt;Jakjx@ql0GJW!Lq%S2K3~2b$w7 zRg@_CD^6otw4(&?(S3;1oTND|TF*8db(w8AYA%V_FX@Z|^AL|-qNUP}2=3GF$Fv`# z`P@u8^*PeB>0>m`r3Y!uM$^MIW?Nh=bmj63W{*?d)LO#^4+&^DE9s2+yh^oZuJ%Gz~r!h76bo;4@>_X zefZ_TC*i}=Cr2NCCGbP|u=GQx!<}uXmW|R%q_XRzYJyZ)&cvb*KZYuD zyO@c^8u0i^CYETxxz$WeQ)$sfM3Wbyd1=Bve(0O<8{$GwORBrOhj_mpq{5|;*5jddj@G%*dXmj`}V}RonM}`ahki>9~1c%Cz=a}J`<(T6*!=ZD`QxV}f$Fa!qGRG?%=Q-Y$ Xr%G~Mk>l$e9zGzoR8p%z-{t=SL1(V! diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeLLMCallHandler.class deleted file mode 100644 index e49acdb4bea867e01613198fb0284a38432d6246..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1022 zcmcIiO>Yx15Pf!%O`5i_g;LU%PtgM$%7&Z}0R%*#25q6Df=jqKi5r}3ywchm<%CxJ z6b= zq<18RjS1fg-40~rJ&{Kg_Wk{u2!g#?Fb~GycEvz=fzTcAWwR?=HjfO0GrPy2Z~CV$ zUkkOBLtFKGp$(Ky2MS}Wv@~9Nq;xE-3U&3Cf3kO#;r;(>cz<^>(QB=2_2Hif*zv=t z<8`HNMnY-h39Umr9oTp;;vf*sK+>Ey{+1TnG?TK{79IDc6>VV!#dv>^A?|o;SZct) zdK4e3bXO*?eTU)gC@B?ri5Iy$N{aMxmro%L6?kECJWg0?lvH?`J>PKo7B6Qij+-US z?TwEgjXyfvbta$LC>ej?PBB}!US{J@PJWU-?S819{(+_`q>KWOX~IUvc+`TnPJ z3#~9L&*ZzC%9mmN=}@*}n<{qR@pjKLEFG$jo+_JR`&CS0>dU$wD5Hp#$3K~3*g1K6 zAR^J1Rz|<16%WHWYRP9Rpr)JiJ8yog=g@;8n{ow~Wyrxn2HUjb$m0^BL$6UFyi9AA z(`JdBndP`bKF1cW64oeMqyozgWa?O{W3`SmI7}dIJT63kDkoxv9Nq KP%>}~Hh%yt>nQI4 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeNodeHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/BeforeNodeHandler.class deleted file mode 100644 index 0873e45aede3b8f374b78c21434fe6fc272e757e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1029 zcmcIiO>Yx15Pf!%O}cGi3$&yypP~milns#(hd>2XpazA4sNfPVPT~e98(Z4-Mmetf zQ#e%o1jGSF$&DX{m`zdvEudVG*7L^W@yx8>`}Y0IR{)Q2gWL( zTL0NVHe)Myjka=NE48k%fzs(jCbmk;$WM=yj)hf5SMJnK_pdM<{oke!w@;>etCg+n z{CSA2nhD!}N7_axl#YC%wXu_-BY!^*0?`O0&3fx!X~w3Rl(llw@ujq)C9I$r@AWf8 zAWscT4H#IL;scfLO60ZfF}xopMVA-3%e`UZ(#JhMfizU$h4JwyVZ~um<|X!G&Ep%q zlqox2mN2(BI(|I*=y1;&e`dpEbi^GuTew+bqfbtLoH)ckZX=V6ZntNd4uqmIbfV!^F?z}rw&!HznHf0Me%aDVE3^r-Uk;fH6hn}QB zc$L;Nr_BO6Q_FFUe2xuVC)}l|O9d9|$W*aZ#c~zraGnre6)U(<2a9kKm+B})SdFk2 PAvdv?BNQVz5!QbIg)A+} diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/EventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/EventHandlerContext.class deleted file mode 100644 index 42b7ab115f4dce5d40aa9b68831d2eb3c68145af..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 430 zcmbVHO-lk%6g~H8qm6xNA7aaXKs}QnB3eWg4H!W|8&^-~X`|zN;5^0U(68wyM2i@7 z*N=+sNHx&LC9-EHTK2VaQ|1?C!dOq_&5U<< ztLEAor{}H&B2?6+UPefk36F}4|=ap`uo?zp@ol!@IyN5VZ6 z+$3}!an%k*LR!x45r1I93O%ul!*a@BF49~_IoWRPNb zI8K?`dD09f7$&PyNwdR{T3c@wkik?AX=EAF=19g2yZ$)rV-8WFdV{$cdTV1b|J-+7 zDJ5hJUkD1A#l3HiZ4X&{4J40GqCvDG!CuDWgu zhFM<+JZ$ku@`F(9Tf6Pv!y#o;qk!(|TRR6PKD0oVVs2=h-7NpN&Lj|FZrRvaF zN4m|BYw9El#1m<`7GESJjGk!8SQ2?nDQ)^9iLp&cCO z=$zO%L+(8}4C`bI0}%OsN(s}rKvXv25#3md^aoseN2h}gvbF%Q+|QjSjP8fI)|xB%@xg?ol>{4%n=Cc4*u?lW-412wcE)sP2~Yke zFApS|_yhb=#xuQ`Aeiu=o9sC!-<9b%SAg z6uc)4Z*jwEDo*z}Lo4f8!K?rS>sW(!%Q=zOqHTV9nJqiF%`WaU%$|ccI))aks#}6# zCe#s+8@wlZGZy<+Fcd?&(^}eXirx_M>awl+Z-=1}C?$H;m?w##6)oCk?O=_hO#r%18#_lBoeyKJHHYhj zJtEXWky6k9PH%Dh<-fssdy0iGxM_>9L61r1h<4yGkM%zK03J5Ta_|s7=|%FmMFrh{ UhfILQ0Cxf`;ckF?SPoG71?Cwy#{d8T diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteLLMHandler.class deleted file mode 100644 index 65d071a079b46ac01cbbd0f8d5673ecbfac83fce..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2362 zcmb`IT~8ZF6o%hff2=W%Sv$l5LZAUBfGJs^P4i(OF)m508m9^os)ST&YzDJ<*_C$I zD3@IIhxDqKZPln%FDi@6{-~;F@U{WGRaa4DY0k`-RqZtfR*8fLmtA zb=xLy3&)pc%k_kLAh_Qpd&r%ATX^QyThZ$JqF&#A+4tyR48{>Z;ik=K~M;*c1nZM5(LXwuAJ=6&*tisaj*_O{G!YVrYC+ z^>PNo$P6KkYYdN~aBqfC>KI`d4dZ8c5{WlVmDqB~4?)9qhOeTq4eVZ#ANax>Ea?q~ z?MPe^70=6fa|i{DF+7ZdS{Ve>F~M*>gqY!RB-jv50-MBbRl_NUxPNF#;)^6U@a1KO zn{DBT?G(e>{6ZwvuxJvVt-D^^JQ9A>GOHzZEHKbK>M0|{8-RJ zhPnCr)wiO2!Ly@8+GX`zEaKBNN?2kjP*p>=j-ec}s3E~rtpa^g$c);nNW}_?C2)pZ zJ*dyN@cBOXIpxxhPh#}WYN}zX0R!uh|E;A)%hcOnVUWGk$+R}6r8T2>n$}XW{veh3 z$By+*SG8rfsh@qHjHfgs_IkpIPiV`DZ_d8Uk}sR?oleA4NkgBBr&7icO{Zyk`0{kd zxJJ`iW900Iq@hx;G6gi;fB2Ww!%xrEzyZJC@fmKt?mE78ENae)C9S3{D({aX-Jq(w zPq8C)%Mp$4aZ`A2IIUsG*WDJkce!V&ao{Xo)%y3KToTRH97lLnn@cI^dZu^WuGbRJ zEu}jiNbC;4V1+JqoQkW_kKRf8zzU6$WQ*rsy7yOn2^!PC6t$bQ;uXbFT`*qy6{*tC z$o62o!zlH}d${!u(?6ZdRH@CMC(^0SA&Y5@LC2Tm&-4ZG3GUD+hZ)S0s1i46Mu{g% zzhLx7>S$0xDmP$U2u=jSm0(t}=WrMI0-24L5!rGeeUWkcD&y4uGOl1X5DH1LWvvzgJ|*^*cP zk(Y;pfI_g+1r+%{kw>%$cv>K79f32-^%Emu^?|hjnaK5ZDBMHA zO-%ZTt9Bqlx84_iY(!JH#giel&JT?Ue+KTQz!>I^`3ZLet~&0sgJa>F6cP;gCrMI0 z!1mAZA?NvQT=7gHf)&TO>rV#+y9{KQG%LQ zM)Xa&(bXo9$_`Vv;f)HpjPO8)l0=B#Xvi+Vu=E${rfhU}yyG9 z!;IJ5+pjijb%xnr2y&Rm`7{c+z>r<{b?<*z0@|1e%M|z9fFZ&tJ%Tp|W#AREA4Z2G*L$pJOC2S7RTS#MzEC;vYl3pQ?D^$?c VS4enR@o>$xB%@j+wKN`ei>C2LItNsLd^?NEkpXUy&_;n`p0 z<$**Ke}F&Ac%~Pls7YhuCVS4wnRC8#nQy*+`}76CBWy72aOrilZhO2flu5i$$HF@h z+@z!rxoSls_O?$%m>SX0E%CJPsx-v`MgHu$mjh#%I^xINi@0ig&znagG&y7#?vGOC z@ma_m#u&zHQc1JPkXc^YFCvEt7g^*PvgS}G3_&mo_GlASsa$_%hIn}-V7q~SPm2SQ&j!!|1DZu8+P@Qc3R#1a}$L@=QbvX zDTWEZvAeg`sBbe&{sK_MG|uNy#s!8#CDh$Fk+8!tEDq!THa?-&LfQ{qtqTWv3suaM zb%~)oOnxQ|Z*jwEGfww7L!5Q2U{-*Eb*w@3a!#bRh|UlGjSM;5WSIG#B{5Km@G{^PXD~!l%1P?dJW`RCTq#= zgY?+yDctvDFszU)_MIs7Qp%XbIfAkY59!20WItf$9cc%vBy9n}?d8srkIo0V)|$md z^4;l0m#FmIkMh=UzrtrYuTC-l5tnTfHt8-&mtgw=b6D$nZy}F$vK-uoM|y!Gu24f) VUnApV!N)Zpi@5IN29|tOz5|LoJEi~t diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteNodeHandler.class deleted file mode 100644 index c84937785932137ca609597af2f9516291723e35..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2315 zcmb`IT~8ZF6o%hff2_S2unnO=NYa24j44^0=G%nCP|~<{ohn4A5>lnH8O&mPSK3*l zTyoVP(yLy!RijqDs4On~qpF^N-~Ryc3{{4Q+%nsa z(=vHW*q$_-jw{SV!Mz^YBW@pbglq1+6V09{>dt|9HFW7<4C!Nj!p#o1TjuM=v1oca zA`I~j%eK5thDd&8FNGN52BOdzzWA_IxrR6-s0+z+B^^nIM76&Awo>2TVW`#qKkae~ zV@M@oV4UGW7~QQPppHp~%m_Ebqfne9dW4igHVF+=4An45qdS)4hn{c)RlLUVWhkUj zdV|V+l*9~X8SaO{tOS^J%+s+7lF}&+1sPN$o(0@cWxL4`^^Ppb@Hmvx=;xLhrdz@r z*&2o?`IS(bBcUX@RCC;xc`Uq!%Pm`)+_oK$dzM4}y5rS*osLQ@uT1upEZaOj>6(^J$He9xvub-TFb^GGz?KGfIT3lR1PwR`(L?WG}X@jQ6E>EY@<1{^y zo;>>@o>r;XnF1OcKICiaA*Wp%J<0dl9>euFJ=?RoqH3R5(rR=><^1H)UD>9Wo?)_P z*`nU-HiY|@(;9|s&1v$^9(OG@_MN$)*1xCYl4z=G+rr)Ma47{{L}ScHwOh2}HN{b3Fjx2$iNepA=p+3e z)6|>mK6NNT=4o1jaE79iNduH593af;84yN?tzTV7mov)|hmIqbY zp=kP(9hN0SWJO>4BIB(f2YsJgnjo9+SnBDxRXe4<@mJXZy%V+?Lpsh)Kky8fGOH ZC6*-aNZgfJkhmdXN)#nZ66+Gr{{}dhN_qeQ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallFailureHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolCallFailureHandler$1.class deleted file mode 100644 index 61698edb8490fa009d3d51be582c9871ce78e066..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1214 zcmcIjZBG+H5PtSrDAyJXC`f%ll&XNh;TK~pl8^@CB^9ErB*stM>)I~8?vlGb(vSWm zUp|m%;t%jg8E5-qB4~mpUUIXO*_r2=nS1Wr_s?GeJjEu%0heA!>z2n`LYdeLbR@jD zf}4cSHdoD1MBZ*s1c?!Kt;1)7P|1*A;bFMPWk{)`@WTuk!_*N!;ax)!9*5mxD092mNCPN>O~0tVwN&-4pzW$ynG?_ zGwoNjGNNb7)s8lyRCc>MF;a=xvsY3j+(@m;E7h|bBkp(qlX7c))YB_kYI*zjE#!uM z+nfxh7$*GvT774~vdb{}3qT$-xa?vYR~T}oKzENrVMk+F9OeCKctYI@Xgl<6vvA;A zsJu(wHHPU?@pEB#lN(NZak?idlCNV8vjz;TV;vHi)05UCWk32iHDqv?VfMUAHados zR?$ttFjLh54-a`Hc_S2cYZwYu`mXy)w;`fo#I4De>iuM806#izDHqE7`t!-_*)M}$9)pjd_2#JLfBHa=rm{<^hO*UgP&1Ocjvn9Tj zmmdWMAHata&m>Lp3PEsT&pCVMobO!b+ppg~eF5+oy9@_hx;?EsF7F6sLf6*=;l38! zM5Mc1wF5D5t3%;OMl`h!4#uv$A-lqZ^Y8l!FouO=e!|^=tB(7ubu4_7K#bwRG&L;v z4}b~GFwB;vl4g$~Rwy22kic9DaU>byrYl2+!`d{+({x{=V&iEUWML}UNy8Pbj2N0y zt*1>OmEE9@j8r0Y?U7UwH&UxovG(h7sOa1OQmec@Y32p(ueA5)+Uc`~ZA=0S40B$+ z(cG_Bstof#0c5a*i%BeEnIWC`b^lEu>`V+BleoW4O{is`)N zQt!!ND3Z*Kok)*T7BP)_c4S~uiZc@XT2C=SdRy`KVOm^ej$(A@ro5B>sbVVv@b{P^IrNbOjn8_fCG(*yKWyJ8ZJ_-Nila#6CXnqF0F%kLM z=Brv6F)-zNPn$q0yICC@sYK-3E2&~`q*mop{r7cI>G%J!Vr6UG(kt3%dH2s9WKY|+ zF)7S3%y^CF!Cs?UW0*Zdki$GKrcuBphU~hp`|ko_Cu3M0$Ng<~Vy*bJ9Qv>sI7nNn zT$;Qq425y>b76R!8%}F+`o{@Uu44_e1`Moc9TJ!`kk%tnKm0c-q;QL2;k-n)dxm6I z)osBrU)Mel4tXefD-Z|PFy!m>SsQV`CBjoA-IN_Q{D~NHo>C&L20V%c2{m6+exM_% zIy6{Uw;3``9f!VnDlJ!WKPGYX#i5KOk?$#`%}^*2c4#q4ns}PtqTQ68n_l`C2-zTS z&F+KFsm&8)K9a*wBAXk5$PQBqn8gL6vI&pq#!@6dVc`Rv4mQc!0>Fb|?jm7yf0}E( zMO-HA?l3w}rI&t{x43<>U*WtyLGd%L+9qt$J+c|19R)05Ylz-P8r$SKxC58YWs0~) X4PAeOgokAhD;`#H!^2Iid077m-G)C= diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolValidationErrorHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler$toolValidationErrorHandler$1.class deleted file mode 100644 index 6eefc06062f89dec3112f56002c1db10621900c1..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1234 zcmcIjYflqF6g{&ols>S4g5U#DPyvO-FUF)uLYf*ksWq`cV*E60$1-#~V|Hgre}F&8 z#|IKk`~m(bDsFi{fsAxZI&DoYj%_^JdXR$FdFi}7jd4a4u(uu%+{X8Upd8Z2T4&)GU ztLI`k;~G_Koa(tsy<=UZ4XbTar;SQ{-qI%R%UM~g|EeDGzy05|+Z&^~_DSH%&e>xW zhqLpU9Hs;&f<|+1w^6MLO#TE=!VE6vF^x+C#g))@-$aVtBCs?%_a^}ebvq=5=sOqS zA(_BaTX>-23KY4=dY!%DuX+ou0_36uh3R9uZ@k|^?Rxn{!1 zCfc;=Vn?QrTE_T(yu|4 zRmzrG4_e38Pf>VJiNG4g(x8Z9zhxSexIj?c@Q8L8BKrZe?`ZX~PLT;1jC<#(M*G8F z&gO8LYWJw>p-j~CKj^v6Pw_Lnm#0|xh^ssVH{GXLAlSiyd2IBncaX;>WghOrr*)A| ZT%&=mzd|O!Vt^X~mT)t`Ei4CE`3^_kN!kDa diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ExecuteToolHandler.class deleted file mode 100644 index 6f0056c9c43a1195ac97606b2827bc1cd2e4ab98..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3960 zcmb`K+f&;{6vn@mjc;*4CWIL0LIbn`6CxlXAu*7P3&F%O1PDz_FA+vD0wK+4WhReI zANq&%sgG@^Ognw(xOwa!)#+JVG`1{?$n-_W+N1sUx8JUg)_?u|`yT*iQDL~N>dKyF zRTQSKL$j6nw_3UCXzP|`EH;{=U<~rEdY~$XYF3oxtzE6` zL=j?$%;=`>%rS(9M>dk^KqP@Mq6~{4Hq?+q!{$}vc<7;tDB=vULTPRNaVbB~uvGlN zlyga(Lo$v8&NJK&qAEOTf{UVyq02+eFcpZfGmnD%w5o427F`nKxm zmN{?RmhCQ~@bMzU%Rp#nRIdAYDUM#G8RmkZi@E!AMv-C22uuC*437d$;p7pB_6n{F zqpvY62cbQ|4zUpyRNbI=r^)1x7+wS-JcDZ8;DI={)yfye#|*u~+;(<` znLyb7%0zer!@|@NhEfp1|Cs)&#;br&p)%6l%*ifXI-8a>ExW4P%3mgSmS)`UnUCq8G7 z@g#vq$TM7Z9XzQjJvoD!{u<=iRo5~92N?3f&GVO_Nip;_ZHCtRK-K#U(`c_DG=;vV zMfZw7436)kEzr|V=$@Bt_Kf5$-3dJ11m2PprkrWdw)Cz$o+`S#^||J#^lesYJZb+R zM8`5oT$s3kf$dTITV32yS&_CU82+ps-b_eoDIv+V!-NzIHEv=ZC&hH_a8ep)PonR> zkA!2A99qrD;fyri@#@`ooz&Kus2yg)v4|WU2*+Y_oYDzOpKDDg<@1#8l)ES`Q##d} z?v^i5x<|f9>0U}-YE7r*K1yfg%kO@OToDtQWMX>f8mG=Naq6VEv%ON?+H)8#uU1V* z-`5J}fzI_ULwo$bx==05TievRtEih=sk*>0rjOnLrs$f$7G;tRaooi{x=Udi_i4b_^jo2f7`P+* z3wnN}9}?!`c+)vEWKKGxmEK2To;tibYq*hq2$w*wFK16f5mvEMUopG3#Xy^IY#KSr_hJdDp#@?o6vGTu3raTzNoGd69;##%S@{20ZX(83tPHZA=C?cM}M z(C+PZ<8?RQbfZR5!q<31@mrF4L9fv2CPD?Q6|i2wOKecYX9c{%=bK<0Utn{SKDxNa z@g+wGM}#BA>EMECj{6)rjv02qbRaAnzs656E=&VE zKgxIuTNW(l-1nVx&+p&&4}d#V2-m{1{V?p?qA!(>>`pk6c25dDX8SHwH;^OSb(@U| zm!FpLL#VWz>O6>08i7YBc|%B%Xa3rj;$6)@b%=8uQp> z`bM`-xOLZ|yIKV1cD2^{ifehcxRm`Ym7Q?Xn99yr%hg|1eNC`l!||viAH9J4k6*@0 zdqer=MP56Q_ezCYXfITe$)_R9BAKaH>>n=h07q;uIG;xjg%&anHXK+Eir8d}EeG4! SX@Me?Q097s-3WUT_WuF*0G+S^ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeAfterExecuteContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeAfterExecuteContext.class deleted file mode 100644 index fdf50f552adfce68b2ffb2310aedee7f111ecde7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6351 zcmdT|>r)%o760AUYbAtP$$$}#0fUXv!w6%?u>n88wPV?U9pjQXq-_?lMr#Qz(OqG? zkJN3a`4citK6Uz`?FWBoXM&R^Gp*}<=uD^oPp8vP({p!Mt3@o2PEyYl&F($t>^Pk0=R&mF-)p@zHAt)d39B*nmk`LYFhrjrkZscOKNqcqSf;A#)>w5-_&YX zA8Ez9sa-LuruN8;fH5c!)D1OXQLC%@Tgwl$B2feXh1jbbwCr_z9an6KAv~p5b@L*_ z7bCNNDq8B2ww5CK>B6*7-w`mQa&2-KE}E&Ej~h(FIGdx@lF8Zal(Jz~^lHAQ-LH_X z`I~niuhUw-)bt|5pI(;sQ<=;~KYhQp1w*q&Z8iTuGnZ?sUgdeUS~X17)D42?4RgL; zsZ25)+iez2QI{(kO^Y}IlM!d=bG-IoV=b>!9BWmzk}p)v8ZDz2c?1U-x{4*OSa#OA zt=7~vjV3aj81acs)7AwcWOXvV7>9yH3>`=^1gjKj8J!GKy}DjEMd)O7GsKL#>Eb;M zff2zNL2nE}9A-GXOD^q_fpNrfBnkpj?923)y zQ_ho^jb~F~ zd)@jsqy0J}ju~7LE-p}qFb#W~Y3&fs=ELyT4(Fy3XVbXAasy&d5~J1N1z@*umn6DG zlWb#Y8FRGdHhYp@-7v~p-d>mvK}FTPrWQ@3_BeuD42Ra#vN*F5`Ayv{5yVZE4tos0 z@NT1ylsU~T87uaYjMKhul$T;SCT)Tx)sOU3&$ur++q28|Qh`6FwDhs-)O~&yC z?!<5#3mswHW%!$a0{G z66}p7B{?9Tu~1T0!o9&BHWndBcA&5lrMWTUX%pj%UxkBmTxq`%ReFSs>tB8lxRFp& zUO5)6P3g5IIM`ti7FAvmvaByr<%kQvq4W_sXs{6q3d6M$Ot}0@Nog(N!aU>nZkR$LHU5vaVND^ zh2}>^N!&Tu(56XFDhG+|DApu*5;Wm4fyjQ-xz{D<@&B-y<q<4dog!B#;hd<5CyesxQ@6F7_4d^8(w6*%G}u%VeSI)QV(g3_&m(t8Rz zj|m@*a;<_gy9g4lPhiql&}gfm?4E+A+~^IpMvv{ue8G*Fm)VM#AG3dyF1pV33bCT( zCuD16F8MNBk=dL1vg<_e%2qUXW40qO?aORMU~gtRl~W0dw()Z+a?v)jJGYH5Al=L6 zPNssXP%8W>u8APqOW2j4bt^yXR({s4{H$B~S-0}DZsljie^cDb|JIfQ+J6^NqIjL! z5VI`WAbX;u;yYcD;QJpz7R_L`D-v?x!MUzT#DRzByCRBANR%d}CxV124wjn;5jNmp zqZ8qb>w;&vVY}eRw2F*yysfRhy`5ISiCL$*rktkJCl;q?ke*?&20b}?MnA_}K+}rN2b*;4^&h-3BuJ7eoTTL5%3bG{>c=AovxvYbgSWdMo>i?6P5rvD;fwt6IB>PbQV$g-S}3s*Xtv%P7(} zk#e8VD0YH}ne49-3O>#L8PdlH1)gS~Lz)w|<>>hgs}@n%NBE!zA0~X*gQp2kd+;3L zIS)Qc_-F$UHjV3m9FhNpPBN}T{J9p8Zf;ILM9JErMK(sn{vuj(08i*G;Sqj9<1dN& zfHt!75&{KO3Ro+k3WG+h7w{fxOJE!v<`PbDjB(UC;v7dfIynY7hB!93_|(mj;ppLr zaL9Dn;27sP&2fg~EXQjc=Qz%DOmIwcOmSS`xX5vd<1)uI#|+1^C91@6&jM~*?}zv) MX(^MI-==5&KhGBUy8r+H diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeBeforeExecuteContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeBeforeExecuteContext.class deleted file mode 100644 index 56d6346e11d9c22816a87d1dff22bbfc698e1dc6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5328 zcmc&&%TpZZ5&wO&uVGnWc6oyyOSCqyfEOVwD_*1+6e(I6umg&SO`LdG1{ijk!TZe; z>5|eVKIGs-T;)8DE?1I+4oOucyPT?&A|FzfQx5raQgOOxW|skv7F4NH4m00l`tj@j zy8G+hfBfgmzXG_5djfO1S*Y0dc0u1ZEJqf~cFibk8M;%aaYwf{t46J`Y;PJ1#uk0L zanC5%9pk!fImSIF0U@C6>IZtEs$1KIw>EZ-GVMkLil>!(H43p*JCAcn-!hC6-@%sW6bZHb@a1o{H+;1?s*0~(VEh#QmY^Q2kg_^NdCCdtL z-nqYT6vyuh{OU!an#<>}6&Ifa*@Z>Bwq4jYoQ;}pTC$*9mhI?{Y14e!c9!eaYEdB9 zii$||jjBOp3E#mgQUd3EZ|olI6-@Gb&C;udlI7G$jailnbPDvAcZ_ny*Ymbs)AtM_ z6c`-~vEk6FRTi>Mo=rhRI*Bf11fmwjor)fTHq+X#JM4TFeFBj&CQM);i6{mIF1I-A z77>y{3d3zsa7JLJg@|W_OA0+W$L!|?VlF^|%r~t}VFce|vI_!z;Q^IGA6{aTm&s^n z$CLusLh+n7G3n%z+eRZD1g?yYhsrxKi6{a{4rhqKY)c`}aMDS-!`a-R7f?xeiBDdj zhm;?Ni&tpK%2b1bV?$tos6tbg{86^|_HB#wT?{T}f{RPR#Vnmg+1|e|@Xr^O>!;82 z(9?X5==j%*GU@rs*Z*b~mjpFQY4kb;1|MB+)7aAMRY!=CaC=Yfu~1+qW={*Q@VGy9 z0F=I&4B;7mY70|%4OiHCbmgj!?G@zXdFPjDf%#{(1Y>@^y(%WNT)ug9Yh!c5nR-=> zt5~30=rE;C>%guU1y2Lr<7M5ssh1tQc0Ymd3iR*k6>d9dd(CuqXeJ$<8Ww?H2X7W% z%97#i*qdHgA?d2KEA{=LZ+$xgPCUZs-tvKuKKXiJ%dbGeqU4LXu2-w8rehRSxQXv2 zaRaxy;wTAx79NBD$0!P-_ibd*Z)T`FT%<7A(It7BYd_t%r4*L&7T>sU3rs(|B@2)2 z1Xhw*W!8AjkerhcW)sAjtT*tUws(4oz{ATT<%`G*5`4$t2V8l zx!rkD8=yIHt!6y-dbB1=$-umhj zLGyDoKhN`(w5Ne!v+YAsHKlc|3?5Z>__0&#TIp`+J>1r`Gzn_h?+eOk-B14z&+>`T zO@B4CAcvL6kY6Qq@N~}YZo0}T{+%Q+;{P7vY8b-uN`=CFc%@E1H};H@bzn-9+Uohk zhMYRvRdd^Ne{E5_;pJM_qG=h+^}P+Fc8A+=?kerFUcIZ=OkVq&x#M!1-S!a$9jlIB zt}N;MK3j6tuGh-OO_K!=`ZDf@Ak!9X+mTL9-}kDi#6`LtqU3`(y))c9)7+wfkJFf> zF~bcp(bzOs@Z)3Os0$9zx4ZPz_6GJ?MklT57Doj8wECFj#AuwF$aH*x?#WCqy$7S2 zej4(hV<xr)b!Pbs6J&P%6UH3wlUJKQ2?}w25+>xR zA1*ij5M*}!(2Ci!of4u<{bi=AP954vFOi!1C^tCu{Rd;=h>y+Si+y@ zmV0BGN{cok8ht&QcTISV?|3FSB!$XJs=d8~WWRxVKbmIULId=%XnL~r= diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeEventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/NodeEventHandlerContext.class deleted file mode 100644 index 6aaefd878c54a7ac12c7a2f11194e4c57674d06d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 568 zcma)2%T5A85UgHc!Nmvo#3LUdi^Rkj!oe7fB&dldUN{ZxfD6k^!VZMv#;@@cj0Z#D z=0_QO;R*?d>F%jcbywH#-}euI8VZD}@ZEvdJy-OkGNIeiBk6XfFk{Z|LV1B4xlh`Y z^$GVMR=}NBMovu{M9B5UM7V)aJ@>iYmmNkEgzIg_t{s^oqKZ|f#TU(@`G;jY$xN|K^H1Aa zL^jK}yb7V#+(zyO7g*fQR{S;RGB>+2{vtM>P^?d7XKdt#U8R8`IIns<>d1RPV8Z#! zSQ&pP-~7;T2l7@aZG`c)3T-|PNw&$3-QxOm8BcJ=`HJy0QpmKBXke!Sr-3YXIb*MZ TeH^qvA#%ubKg3~(qY%gcDwLm= diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyEventHandlerContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyEventHandlerContext.class deleted file mode 100644 index 5d11f73b5298ab1cc44f9b7845542aeaeec16e63..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 573 zcma)3T}uK{5IwW%YHJ_br@aLIfLxOxA|fP;1S3f3#iy%YZQb=Q>|Vv*mVQk?A$o{K z-}+I}tiFo)aA)S8J2Uspncu(f9{@Kf5pIQJyT0GIMPDi%+8sZTc25dDV*e&o*OP(W z)Pc~l|9(H_oW})t=PNBIItwBc24XC1PpH2A+#bjdqbb7WI<1$s%n*tV*Vmq->?f&3 zS7>ofFoxq4^EMJgi2;FJ#wSj4t8mmkCzRvJvW${3KXH`nmEx#sRA}}^aWwrfOe>u` zt>^o?$nP;0D1cZCv6@M^6dOGf6}{9*xT$pQ!`D?Tc_nqW2kQP7bOj>p-@ zFC(R$p?q~hr|rp_Qoa`2@l|N@bV##KW+E5IhjV*?BlZ`JXOTg!g;X6Iby#)evB@4= Vb!=m&1qx9>k>5k?hS&?S{|`ioqAvgd diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyFinishContext.class deleted file mode 100644 index e94424911f50bcb491a8f3b0230bccd5ee0b9806..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2849 zcmb_eOH&(15dLQMT7-br@)RUEn3uFXRy=~i!Z?_iSTV*9P+T}IVl5WL%C)mnnM10` zU&$poCRL%5${|JhnBU`bDm~g22(eHh$wBkz?fJUD?w%g~`Pc7%0C<9Jh9$$&kIUtv zZWK-1<$9s)nEG4Oa4R$)8umfSbo6c4FTKP7Gm&r~eT+hA2aHnFzWo4Bw?2 zTqpLHUCaf#UW=MeZd&fCzM5YZL99nB*MQ+iBtUXpc1xD6JLcOG#Y}&>bNbHAWp)|9 z{XcwI*0hz}PCZ9K9^Gnxc%$qT^&`{WcMQwsx?$U8*Kn;etvAc=W~Ef3Y>eEcMJmRA z$t1OiQ?c_0GTImheTzrc6WyXpa%`id=WP*WZWVY89Sq%tL$h$~TX|zR#)(Oa4C9S4 zxfxSGQ<>cal2GGN(8(Zkzj|eKGsGQ}S4yskvW#AaP+DlqNW~FBKZDwkA|Eb+Hhj_o z37;~|-oFYG=*9za{4<7_f3vRJ@rfkx5W_-ogeuWxfu?IR??^!Im0|D1zo;7uLi^7zc^N_X38Pi_q$HB zkA5f_66wrU*)y~VQnk!8v|X-66)^OXCxM}5ShzQ{x{Hm*lXdu4rfVD+u0c_jPO2g5 z!IBu57{I`eN&emvyDY5^W*9zRoTcMZpA^41yPTBv`c9IixTMf0|Enao^7tslORhUJ9P zww3gb(q1MD{b9LX>DWqL$GQ5bD9No(AC#nV@~n%_s7fb^eG^yO-6T$4+Vk;yl->_N zM*9T!St`VO+hSM^%)@OJ9sF)kfLpysZc03I)QIXe9H2ja>@p0{HE^vHGjCTdZc!s! zy=s9}QrlM1uDz3V@z%-*gxIlR+2&^DWZ!glMB@|Jyj(C!yM|+ly)PVT#=Y!t*9^qB z%N3_!u3G{q<)7KT;R$Bw@<)hWj7C-TDq6p!8j1?WG^?Tkk_@cn8GeiB(qkQb&#prK}<@c68A!VWNF*WT=O%=2XeZ%oY|&h$xaKHt%X}zAbbokdeP(BVlFtU0rEqwq<8M)fd1R{FTjm3V+bt5qrW9gzoy!w{~RP*49p{ z7`)@K0`d$_>Wm@0-Te2M9*5e>eOqhxLK`TZq!IS5($e_JlhS=*Rj6xsP7CP6e|TKk z%+jx|{muKzQWoATt*AJsN3+ljqprUr?N%g|Honk0w4>;a|EwPbVk?j}hFgDvg*HJF zYC7}yR9evyR*;VG?&YZcJRvM0U|>Dc@2fmL`FOnNy}aC z9v%#1RvyHQt~-c5w#ch|na-0rFIVB!{PLtXR&h)D62Cu)tIqoH;NkG2!@a`cXEun3 z@3~XVyYp2x{N%WYu|vbeJIf5KXXyXWnWX&OtRpPRtk6zJgGT)fcC)!+m`E37DOnJP zQnnIDt8lkx8OAqMSC2M_VfJO8#%@|s*Bn}tXh&xn=apKqMOmPy5bV+Fj%;5&hP{Ex z?lW{LbJR#8qMJeI2f~ghDQRWIi7Av@+W1o0LF$f?N`$UGlB&av)T*#>aR3aTuaU7> z?T@>#epUA3Qop=+L@veux0+0^1sjvZIK!~FTd8jBmNpqi&H!X_6Sq>Bz$8N^SJUl} zzOY>~%=P0gi|)_r2UQ45^B2sP1ooR=%X` zg5t`$#{GRBNPg&xsuc{QW!kabPWw;!XK^@X$pmt>+FpX=V8A|IXi?pkXa zx5*b3Fh;mKe6DV1pe diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyStartedHandler$1.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/StrategyHandler$strategyStartedHandler$1.class deleted file mode 100644 index 939a5815e154a5398238a167db996241bc684db1..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1458 zcmbVMTTc@~6#iygT6#e)auF|xf?7~m5FZS!B&313Nv(;kBOe*J z@wo^#Y9rNynn4u?3f--}td$YRrdVld6G&xes5?d~5xMqBstz|&tK!mm@EJb+f5K9| z9*?@Xby@P#O24|-ge=+rvzT1mfwf6voMG6j*6Q2U@(#nusQ`Ig#bgE(m}1B+`nvrg z5VlE%`M%vnFi_NzPdL$lvv82Lp++(!-C%e-5c-!5w$#U`P7O1R_bYoL3~zA5N$0eW z5_F4>CCm~qu$C1P^mr_-w8pS8$U?_urSX7as&Ibjy_H^Km^gFTt1ZKjsmZ45-aoB- zSvLgPRkY88JswKFABego45Jm=uxh8hFTz-p_mmQ0Ip9$w=txF)lpp9wswVY&pc@R? zn(l=vn}>yBq`vwQrdL)G{PDUV~BvD{|RR8bcjD9AROF+1%&RAG%F-6 z5NE`PmQRrTLIT4o(R@!ye1yKnaRsB~Y#pA`iw%+dis{e99k@hOUHi$d?=b!p>SY&EtiT8D?(EDw^W5j&*?ULd|M2a1 z0B+$khPM?hy=551v{F=clcx(tSxv92in&Yo4MkrospWLuEGwp3d^%^hgJ2Bl@#VYr zu$v2;%AS%gDS9!zxVotp%*@2$R}8XuSP*`Oz__Ms<^)66z~M=Q4;k7AmMbe|M7wXn zC>PV4s<~QLG@YjvT{ld{)C_vg8D?&`RLU>}9UDRjGhEs-%#x<3H}|&Fnr^CPT`8rr zx>=_AT7d@U{Je`}FWyqZ>dM1J% zTxdlcy$m;-;qB%b#3hFFjcs5UZ;G=UnHVPUno#z2hWpJhtVmd4b(aE@Z@8rGXIN~C z+p(CIpl`O~4ZOvWX@;(cUJ!!}-A8a|xYZPG4>pk;!m!YEgu!oaXq@3%Q-F>Rv@yd) z)pR}_4Ce+04{r^I$iQH2&ojhnO1@#ZGfWUdGpc!lh2h?b0LE)PC&;)sKbq;}z)6UT zFW>x05L`?JT5z1mj!aI3aFd~@PGXPq877;Q$OAyS%%2Rw#hu93sq9&cVX8TiJoBv# zvv48^7g-^6*M^lgJrT^HH@A!xxibc(uP0_^!O3Wpu8mz&(^Z}pU7EgYWx`CuZT0t` zzM#vfV-_DDsSH@5%$}KOOs4<;rE$vP%4$ia$O+iuMQ|50ZMckg7zPj9PD$O#<#lO& z-V7p3S%yM;W^rk8WjULheLugFe=wW7GkYh3d5nc|4+{)!4x->2M2>0>mjxo{J!r)u zenGpYV0(bFU-R3!;yqfizhG?dlvGi+FeEC=9pz4j3k`#4Md!-8%JAU{Je!<2E}CA= zp<@m8s8wgeGgjp_ZB?4nI~uw7A3C`@QLsiOR#kf9X2LWQx}lF)UFOprHKAxJQKP2p z8Z{+q)Ra@-rEFcwDcAOLgszsT31ht}kU6{1rElXeDI3*Sh7tVAF7tjJ!EMZhDJQ;9 zG3NG8<)gx2H0Kz5VkJzDi;9Mu{PPp6c-p&M?Ap~fB(X-dO~deTym;uO;TD3Sx3R#L z`2Xl6MxWLO_~O)K*`>lM1hW=_f>jZ-TU3bEN*9K?ro7`WqFhnKkZlU8vQ?ZN=fUc% zY=Qf#sjMlcLZ1w2d(TIwS4mu$xPXC?J<=0Rv_|P^?FwUe4)(8xrI-{x*bhsxxP*dM zTMD(*?y}ua!=#YUdF_iG>?cE^gMFDLrBP{&ez!ZK0om6h-8k5P`DMT#^2;svdgZPj zY4rS9MDFehMg39HIU1XL`D}`YNOJsMkKAJo2-AQ-l<-CGCzak_`NHApz18U#Y5FD4 zbn11cUtBs{qZ20kLOuRaKn^Y?_gT1mwf+9)j)Qa(h*X`Nah zP)ou#_URrVDO#;Ioj0p}x~GrMP1Qcb)fcAu0R##CLqb`jQ4-zzhoWsS(3$)%&LxMQ zqdWNxE*{|WbM(>EzyXrak^0(N^&`4Q;U|oCbl@Bv$@|eq&wr)&=WQ&cF-k2$wfHlK ze+VDbyC7{F%YaTYbj+cVrg!9Iv?TwH?yu-Uf>=k`3I{u44{)$;Mc#H<)`_dQ)&Q{2 z3wYKd+X(Py9>D9k;Q&rKLPdt686gyj)K?Qk5Dmb_wMB?jMTp=gIjSPU&%Gjy(;s5C zFX}}|c{%qT$$7%Vc@k4cbFOou&Dq9n#Cf>NdD_dFDiDeQ5kKp+l=%F`$Z>r`!~esa z5AVIe{eQy$)uV5)B+T&PZ*-;Q@hCG%nf5)(bhcw#u z_noS#vo!x>`n5|mOl*frOg$oMEf%$+LoJ>hiavgU-wX}^2fsa%+p?S6b;QW^BBpI_ z@hZ1?m0R4!?Oi;h(L&Vs=)UhfAIXyvVgm_NLPGV`C7dD&r|W3Osx*a!>qLfJ?2uKzdkkL|CU)tLy)1r@Cy&86p5hOWk>D8R_#?-kIKmtOjv&Vsjxmld yE_z?%xXN*j<2uI;jvrP$IE0(1k`iiFapSTr+;4j?lQPnTp33(2mt_rlP( z{4G8>KI)8&jt@?zkN#1P=aLPCkUFA1CoRdHP{OxxD&+#e4GWVS0AgDUL z>iSYR-Q8%}u52FhQ|{Eb zUv<7XIC9Ifuy*rk^ETdIpAw_bS`;Fu1qQ3zPZDv47yl7Bi3CGp)$={M#_)BvgE|H8 z`PD*C>KCFpMAMURoMNe{G;E7i=)i~+ncZXf>i@uA&E?h#yKU_Y3ish=5LTTdS004i z^M%8GKagB{0j;+Jxph*jk$QdMiC?PdFc~I~16lKY=jgQVc=Sm_pVyp{uc8%RStK#Q zFkC)#%g534FL}u8E*Ub+bOsRx*AZ?c+3cPP3uyy`uo-j_Ws!~{hFDhJ>KHN5hfxOm z=5rG!##7LcVOYAo{3eEQPd$H+AsJ=#bw3et6ZbKt4Buyn%R^5vtn_sEPs)Nc)~l}E zRx&dTWoK{3#n4X{?KEL{N=CiX_ivMnD)(PJyT}^`gZxKz+s!f3gu%?tUL_dAvs+Va z`|3nVZ$?S?xhr{vOHOiW_0t%2BTWrV4Pao$bbjWkU7l8zMTYO2jf|mDXH5<9O-fUQGNy}@mX6%F&%V_zyJz(`^3|rG<>X%Q@c`~CdHydxiOT=~EN^PfG zhP2lSFB8`dtABg^`m3u;)4H>L_X@%=G|Qql1J>Z%9};QBc8PMJU7HNWp31!|mwGon zlBB=Ypchnwrs8d+9{lE=(IoYdH3Cg^-$3su;qr>TL+{>%G~23($>t@kH7s=9QQeYV>+T8SwAPU#q#{|Lk$s%zsX6=3uedvJ z57U_Y1!K9nb4=vs&oP->ILCvZE|6c*I6_QJ3{%S*p>Y%$j8SJ8#yZ{QT3C39Y1$EL z#8s_Y4An~UiA8)2d_s1EF|-0{jX)ZY@R+C->C&M)Msr{8XH5J^3k`~gie0f$e$AFa z;@X`0rZlfHOyXgM+mD`ByOr4l~CQ=0K%3D5A+KA6BVKHi5dFfFhmP!KQ$Rt1Ix?g`u%^ap~Jz$1aj R0y6?xftA*38rj`R)HyH)x3-;tcQ+e*Vklf+sGj@0y(c@Sx^+^; z;2ekLkY%tEUkvJYX;n4#YDn6Q|Df%Qp$;KfpfZrytf??zF%z)QR^iVEBzGUbU#T5fZD zayX7yX%wy5_9$}L8n5sTI!~6JOqo}*8*|P~*)C>_{QfAaSUcmxhvQEccXE?2Y!r<@ zaI28DS1N4$*|H~*MWe*K8w|CxcmLNwQhIjU5Edtv>m-9gV}5qC=}CL z-G-wzxZ5`j`KH%X)1_fpdO4t(+n04U^t49}d-S`B46DaqUx-lbOC!TSV1;Hd2s?7y z^U3An(Vy2R>{(Pc%*1U3i?;|lWN?)v4jb2qTU3TT@#}QvISB>2Bs2wPaD#Ll%UB`4 yO|P?La;}9;9rJaZtK&Qz;#jDohzl(+jf=R{LSEyt#ubf{hBc*&8fA@~#?nuErAfa4 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallContext.class deleted file mode 100644 index 74eb555da79d6d9153cfe6f3e173f74c8a45d495..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4866 zcmcIm-A^3X760AYuVGnWc40B#uXUCZSRe}+_rri&+p*(y0H=mR6Ph-|?syq?nIU^; zsV!BNAKIwTtrWF=snkkMAN<(4R}IUN#j@QniVqCkY0|!y4^hnAi}ozY1%Mg~GK{Tg)%pjcRe%aJCz|Y008)S+=7) zrcLmw?W{KI^#y^^w_P7Hc%EQbk2d;6lxI>ZVoPJ=iOnbX*NfuNO-eCs3MY znLw{Vw!CAMYrd7Y^oG7?5Tn4W!7O;E8j|ygjTAJbljuW6Aj;WRF(9Ba#2HmFC=eNE zz66Gnh+zlvD-lTYVQUxkOK zztUgIOTHj#l8W)$0x3@HXvKJ-H|vhTf5yL*#+R!wgmOaRg&OAj=`~ficuE1aey0d8 z=#vgAg)8_br(n_TAYLg6Ts^!t{^Kz2cDN-mm1{SOL+o&8$Cku|itkb{Xg?mNbzs+w zqNkbEm38N~UUuxpqXe!CoY~WBhDY8sogIRtqtjC;@Y`So`C3*CXUDF150|9wY}cCm zAw4pXoeshENBc$y`&NLzmCctT;P$v?ItDepn|M8m8@SaM$8CY11s(mGFJs#)-w-=< zCqwf@i4Jf_mz2SZ;r4$b1f~R!J%N=J-o$betGGw6)$yg6!1t55k9+)v5O=&`NcVCG zQXMzmZ|ZeArfe|!!|c67&gc!}7W16=u(gCzcpLBV!?s0ls_pFXqZoX+e8!WX8ow{6 zm;Kk6%0{o~j!sQo**l0(wiI3jFAxwlqCYeln<1z&E5t9JKb}u2LyG%7f1Fgb-lU?o zQU0U$5xG0*{-wp;RpwG(e4q|Je>|tmh#Rw+xTcIKGm(s{MMt7Tf}mb4Hj>OJYJ|U; zIB_J1Lw)hbcvS7ul6Skb3`^Yk{Da8dZmr*wa!DF@ItDkn5Runv^Z=Zt(ZVtJjFNR=N|WZi>+K0qpli*nTJDri zPqKI8`j$=0SZ(fY8;y0I3%PXdvR>cN8z$pEarCI()&SUHpl8j|%e57K-xo`++091T zxNWlHVPD5ah-caj+jgYW(D%JwDKSgkJxV!<)0*L#k6@chJx+U)_6!ev0a~|9qq&ac z_6b(-lOy~z!UgzQM=#;@mLh`p3HuGn#Au(M%=CPM{^?AX*5PR83~hyvF;bX(it~l3 zr^pqipCVrvjy}cM-&|7-T1UvWesb#!t><{aL>6N-H%<{v(*Jo+IbOv$VPwV+iXjd~ zacL~aH+q^UP72)%r3((xhB+VXH&uqadN8kPOrSt2IF2Iyr}9Cp@OPa5D*+1FKTaIT zH})mvG5Ed&)0)O)sG{6aMFYnuV(-!v__Uwdphx+min1Y!yr^I6IKVUoHWL!!*inUp zAqqP~oNa}eKbk9XqVQa(u$!ObguR?xZsjCs+099qaCjc(TX_g7aq|$Sq%(FJoT#k0 zP99K6aJ}b3>ish)Z%*QpD_Qh;0`t#pG<*HuJ#$rC4Tgk=}KAd08#x#|XE@B$H8ZEdXJj0R~ zLX)&mJ4tnS_mJ*ut#h1r8x1hXs_DzomuC&1;x5n*-@7$~A-6{GbmIH_OR7=6%Zse- z8Qxkvt6kh-t^YzI@)42@68XJDdj1*KTFBTltP}EtmZBt}(5)6WZxd5IgJRiWv2p>Ddqit_{5KpN8#Q=HR*VpG>CH9Xjw`yh+@8ZYgDOW&( z8x>!S2o7jfVBx2<|B9&Z(W&cOh?KBhLb-$r4BGLagerEnAS6ueZsDTDxI|4NB~h2S zATc0uNn%i9R3agvN=!%;Bqk-MB&H>b5;OF?NX$uGmYA2gBC+X;zw54Vy6ZKGJv=0D LRPyEx`o8yn@!xs$ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallFailureContext.class deleted file mode 100644 index dd5c6252553c68de3d4b22f93e771fa2ba6e085d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5523 zcmc&&>u(g-760AY*Lb~#@nVB*5)1~DePGrYNQiA{fkIhooD{pzgg!D}54(fcJI>y* z1AU}!8|8cZA$@#orM4eX)k=j#iIh_Ep;G^*s_E~}%d_=CNQ&GsaH05>NWqEw%CL~a@KCx?gfF(++62` z1-EH8sxuLksPkNEEj`_5=C*%-v00U2sf)Fy^NzVxw`TIU1m62HRG2LkE19m4aDJHKA9&j=jbj*BdwRRW3TdZWCoBO`EV#c}I)qjYa$ zwPZ7}&4yVol^e>{(yqu9_6Q7CYF1?>IOTP-X|7si6nH7@8bAJFKL+v2-^##1e;Rv{ z6^N_2=ok>t6{LKxW4}O;+w!`OA%R#ayt^`E zQ1z#QX}{Mx@Jk9q)gB z8QMQ*$9WzLRNd-nR>0R8dKHjk%hp|Uz3vK;&OMLdXH!3dvO~5f%#S)cTd}#*Rjuw6NfvUu7$N$rMm~WO6|PJ>-Z)+ zTW5yajSXkTD*2~zt>yi9Sl3H| z%dpg-zsoy@ znoSzoh&CC^>PCDdJ|qb3F%l!`tft4*Z!$@a6ghORJzUdI|B#I9y+-DGkFj6vy!P4q zvFp9Y0e`oL^&3NB2_CJ-7*wU(aoBLYF zcF2249`4ql^U^T-Dacc%L(CfcNNl+(kUn4xKK)DbsEQ)T{`tsu9o1nYJ|&ne%#B|E z(`G__+6WxEa^I?~yO!#*5nE2KusRO%vgO*VR=KfZOPk*T7dv-tUQ`$CYQy_L;&sEX zV~b7-l>@NTV~T%ctAY1Rc`w#-E~0Uf@@Y*ZkTJqw)BFt-mF+x zZ6$a(kZ~(QGvkuuxYBK!Ykp&vIK}Z2rw@`yAgiv+gnz^$Npekd&8oX{h}P@TcqQh( z9~0JaZwo(fzaf5K2JgFDXa;fK0T9DaDCMt|ljJ&G%=UeReG}P1K8NGk18PZRhq)9! z#0!PuBa9YKJi=IE;t|FR!|_MR6^0X!Q2e{6%TM_{q`nDI;yOt!Pa%gXOyD&Cox!W5 zze}DA{%JVDH|lRXuv|gPUd^K^D^=ZN4Gj%?6_Ga ziXXA?X3x>vZT6iz-F9wxv*+BX&Cw2>X*)D5#B*qrkZvc=ww)N>>^X7g&AfCn*;QFS zU@57x%ztrNegf@{;)#jj_;BJwTvSo=5AZ82->$HHyTbDA3d^fcYp=rc?F!3xRoK_M zvTQfiX7u0^E>j7mzeVkJu5*LQ_`AP@u8NLuB7nzk3?@?nJU%~|G;|_8WXes)i5US_ zoK6%16CdM>Z{jAUrjW?=_V)Ghu&eEKImhmxYI#JR#oriz<4Pod#gB0l==jL5^pS{4 z7wUQ!81ZW+qUuLwN*H~N@6H}HMr(w}{*6@Z&qynf?~B~EjXun4y_OSQ_+6|@j3I0Ap)gvlxiI0WwapL14JV!hi!i&U?zMdF;qs}j=^GZM2B=OvcBjWzGN;61NO+{Z7eoKEFlYx15Pf!%O}cGi3$&yypP~milnptOf2Z3k?k|w?NuQX%ROv>6=bbKbQXbUSS#`}W|G00QHQUeCo zqxevzyApZrdkk+!Nzvs+?s9LGxb$(4PazEzcwurnPFQi2lzE9g-SYSjFJ;P(mnF;{ zjZYtqKRMiUCSTYn8Gq!Cn=RZdvGHdoKS>k2g?vVR}lRP4ZbD^B)vK3OBP%x zhGBIkLTclPw9 z2t{978UB{$9-BC9$wL)T*X{Y8H-FS~=+%%-2?NVAs}yyqz-j}T8rEu9ui+fd6T+)u0~Z=#5ia6V1BD2i5w;@aruK4# JVgx6`_D}alFPQ)U diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallHandler.class deleted file mode 100644 index 817ca776269a7cc5e59539248a267f801243a9c5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 998 zcmcIiO>Yx15Pf!%O}cGi3$&yypP~milnp_g0tgg=8WcW6flIhJi3v_NwzT#};TG{z zI8^)u!~sRgjUR=W&4&;LA@zW?p63~lXJ-B0_a9%s0l0@N47Y^}d&YD^(UIEOuw`Ny zzLUZwgztrJM=}my8531S6dla{JQzdJ6$24QLU+RF&8}>@JTeU4{0f7*UO!3Ys?kmk zU8UYLE>b!j!z4~=X~XnL=|nhXbmd0bkwS^X89w9=#K?DMeseh8#R(uuC3C9v28bdWizzMOy2eoE6&4 zEypF=bL`+UVU?mj6ouIhX+i`wY~V}-%;GH0HBhkFwAix9&Fp!LqJ?L% F{S(lfA&vk5 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultContext.class deleted file mode 100644 index c0199d7ba0bf6a160c897c55951ce983bdec2f2b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5621 zcmd5<%~KrL5&yl}uVGnWSUvHgV!%87%|L4&FCQ zqcXDOXClEfooY-d)Qsnx*W{ z!Cuy+qc4~AVm4Re!;ofP#?UO#k>57*yWTEu>ScY;AVz^J{#dyg5^#P)>j`LRjiUug zfiRz(igp2&A&!EIPJz%M^Tp5=M;P4#$rlqLfdtMsK*0rpI16*u=C%^(b;*|m`c6rP zsRY__nRTQ%SZBzb1Uk{r0^g#k+WvQe_n<+FS}KJ z4Uf3|)i{;QYXS*Au>LLMflhal5Z!}cL+^`q5jc5}! z+dXsGJSjMIB^vd8fKINruO-^9c% zNMqD^zoHlE3_JXxISTDNWP@Hd=9%Zzsh}#9z>n}APX#&+B$mC+6NUfQ_ZUyVr@bqw zb9FF+&kE3C=QA;c|Xq_y3|BDYp3ys=2SKh%|wJyI7ht{BVvmTGT z$JOOvuWRS&3z?*(BD2LB8i&Tk)Hthnbx;USclj!6|~t=#RuotGgRHq*8!-!fKP&ywY~GagE$UJ_z(k`?#LlB ze|C&`Nbg=!*oNCUhu3fccgV!M7{Dw>Fo$uXKO&yn?lu@ED*q-tmlbRbfCee458_lch<;%wh$jiV=F@CR$*7yIYYdS@V`Ebj zZ8l%clbh5QxQKgrFM9guNwZ3NGN0qSKrKdYiT4DQxZsJ+bK(ir0XL#G(s1!9-kLtI zUD_tN@1KZ;K0%y8BENS;Pd~*wRb=2PHmXRbCXsRJPe`uxD#qQIvp$5M(OZFypVRtlqCTMWENmc@!*&j44m;ST6~!F(P}+cyu&}>@eu)u@ z_azb%Wr<#ic8SXposvIYkr5Y^t}FmB6&QS diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolCallResultHandler.class deleted file mode 100644 index c2f1912df7f794657bb4ac3e7d5a3ac8543d5373..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1028 zcmcIiO>Yx15Pf!%O}cGi3$&yypP~milnuF|00Kpz289o`g-f_Ni3v_NwzT#}xe@VG zI8^)u!~sRgjUR=WO;RBWLZTAVdfs?Eo|*M~-@bqO3gAAjG29g@>>1MuMMr99!2_1TG}u@QaTY%8C|(mKiRy(@cut`ytjKi(krc8<-wmP*r}Vi z6LzI*#zJWu3ayQsO>D#GNfe1@Bx%qae@ini&7`cg^A^Lb~SZct) zdK4e3bXOv;eTU)AcvSRxk^4Ltk9_)gz-N$#3cN5qnv7U+JSy`Nd%6+uEndo$y&y}N z+nXFcoP6|n;7vcX@o4gadw#ZXy~HM;y!>?J5%auVW~iKk-i3VVM`-R9IUw0B7(ZRT zW4SOa&o#W8YM5dD@lduBCsXk*dfx6ihNT15(KCHBZ0{!|sJ^V}fwGE-dGwPkhMkkA zFGVc+(#iOjH2=UPaZ5f?5p~^M+G0cLR?7aAy7tXphYF%jcbywH#-}euI8VZD}@Z6!+eOL6QGJ)ICW9jy!FcZ%2LUnyPc3-vj z>r?JOtbjYMjGUP?h>#nIsc?Ov`tDPEAUljE2-n+;T{|*G$Tx@D_?~hfr4e0WM3rET zrU}+;#ew1g0u33TdGW8zRriumibBV+3fA&PVWwAz!irU<#TP~4{KK-HWTsfA`KN6y zLYw7V-3p=B+(zyO7g*fQR{S;RGB>+2{vtM>P^`~nXJX`rU8SKRI4^oK?#O%3XTtgO zL>X@+-@L$U`|?&PZG`c(3T!?ONw&$3-QxOm8BcJ=`HJy0QpmKBXke!Sr-3YXIb*MZ TeH^qv0dmN5KfqytqX5VMfXkoW diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorContext.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorContext.class deleted file mode 100644 index 83eaaa5fbe253c6a448fa2f8af2deefb769a5b00..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5428 zcmcgv|5F>+5&yi?w?hbX$bk8h02bg#0xXQ}#0KNWc5p2hNMZpl%|-;G*UYME zUl;f=J>S@2$*!5z(oBFPXg`~fO9%hV{L#PPsFh@Z)y#^(&%cTNuVu5>p9912yj3gZ zHVk{Mrkhon)2mg>cG4kpiX>Ab}TKpkP2C&US9;l}f&tz>q6G zD=>6SzGo8X#4y_!;kcdPa3s);bG+cC1bW1#4?p;2-`Y_HCDbU_`%GO837B_|MZhp4SDgLp4rkp4xDNQ!-LC z?(5qXTZs1b^BRBlhzCfHIn{v}xFfh-|0}wB-nWt0xPt5FYh*it8C>H~-E?}Jdsqb) zxnP4Y&$QEqXT|tXqlF!C2Qxdsw9_7EMMlLOwX4Q;XjXTuvXOIlquaBf+qdPT7zSkbbyudH~K)>}C(7@?!&F~hJ^n7}q(!8!qifPes zF0FjiOUPA^VJU$(aW9T#yhXR|(Wg0vx8wLe-r|dow4*gca;ZU(>8SC+wqBvcb@}6Q z5YKlBj9xS5Sm)S_xxOfYAK`tzn02~kN~iknxHQBCPnCPPV83-^V41W~87NMAgus3HC)qoffd4VC5=)_nTA zXjqMFt#@0rPUi1?@k!`ztJdYNcDN3$+i$^+itskqnS?nTb1 z6q>%Un$X(roj%yMAwEUo-ev@iAKNvJ3^`yL!VWD-!h=wG)=z6~PyZC9hn7;LTYWaL z4+nM6fY&~q5;_#E?tdT?{2z$G*|`TsVcRyidj>2yU#7C?r`M8gZW{UOjwwxg+TLh9 ziUnGh%u?0)KZaftZjrXnn^j|RdvndGE%Q^DPrFsnsXf;phxQ=nMOQa@Cf0@WaZCfCrb15ShDRioSsN_ z(byYKp5ZBy?4>FD1TSRA_Ar;eI2H|CF30J|x=Fde3Ee|r3I&3I) zgdxV*fk{fd8+t#Y(Zhy@0}Q!YpK8i_2SxW%fQ#wF21f!6HoJH^(8cUwL!-wUdbw_B z_;Aq0v5Q{`Turt!-_z*=zN9U!m^6wcN*h(U+oclugo?{Ty!qjTpI= z-WO2mf?sZ)6ThOm;(nAT3xkiba;;w*Tqip9Z^S}>M4U+yzkeVfeT;YNO!_h2tut9y z?GYJMz#jBN`4VTK#Gp`H5?@ldTv`!s7Q0DNrEsp|2aZ>H539g?_#yqqLH<3>+$Brd zu|FUZel+$kD8EG{^k{4!$^wHPr|&bYIYLHDe9Fg<5*Wd!;b$}|u<;?yza;5>%35g^p*+^}F!R_z znPyb-*hF;|Lc+qhFmD-u^FrX^-1-gE2}obgR(d`&{)BZ8$8tOfdR{~wL;`KbT^ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorHandler.class b/tools/llm-bot/ai/koog/agents/core/feature/handler/ToolValidationErrorHandler.class deleted file mode 100644 index 25dacbf6f1dc949159ed8cd148bb6f444981ffb7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1053 zcmcIi%We}f6g_s5Njhy|3bdpxPtgS|%7knKRZ&&cpzsha-Gq&knBZh;OJh%zWrX+= z78Rd>SfD7`@ll97c?eMuiz1})J@)mr?-`%-?faLn03P8M!;Vm4*O+!F+EP0kHcc$U zw^F!-@SV`DNXFrjG10MzR7*Hz^nM(h_+Yw~2V)32q9?*g=yv#`(UDD;M~1!GUGNdL?14{!K zSeNpBm99!OYdv6iGaM9sUgSOxh6A5I9`FgIsRA#IPe%h*91hC7#GbANe1n%VWiQAQ z<_<=uyQ7aD54`bbHXMxJbI;EfZkO2Tlb0V4Jn{fYlQSBzpW)HioUU zyDvp7PNb9ZFJ=CrN#dq_q9W?LK09;#+kGCr9#_5qk6}1;Xnz zmN_jJXfll)H)zhWft!STl=bO?#X2%oELE{w#RXg>L{P;FF4e&-F5^la1&dXSHH+LN MUbQG%coyqF0Hh%}!T89`ouCrQHkL8L5ZgF0wgDO2p@=}iY16ed$cv?w(XP$W z($J=D+JvS}Z+bVOHBGO?v>1n`aY@@B@(1h1RVZW=N|tMeo=6vpJaL*U#tgOjLWbuO{mFhYwx6G-v4LDc=R>pf z9gXU|s46-2A}>l{46lrwQD&7yPSLW7=O@naw9zv%RWNd@c0N&>su*fPOQ@Q`i<**4 z9ON1=DhAJ_%A|Tn)+|v^Uk^jDS_la)hR%l|*Dh_P{zz_bNkyFDbgYizxRx$tRMPK|c;UsKwX^SuA7|J$QYdB&RT@IZ((? z7j)I&CHn^O1fKMx8QU11S#w}W_!L9axgrscrg-jj)C%^OM6ffw9eV^XdgvY1S#WQ? zkw-j*m=D_#XCS<)1uAuwD4~@hz_m<;{r0TQek8{ZwENM91VcR%WkE_tWO$S~W$=@7 zO8CgY@5^_PTi_6X1iMnyXDl)@cHci(Y?c!C{QqO4v^^0U&-k$y-GoX?I?Z)Gn&n0` zJ*nm@4ir6_o~C0V79Y1=FEOHAyg*RUi+#eQ2;3joqsrTSjv;L6C&kas&}m2qVeW!? zOq>c}KL-5h#~?$lyH#F_4T82XFuf1>r;F6E+Nsy+{~lkZJ43 z1ynL@jKx>uYycw|_2V$c7;~^s8XDwRLGM0vD@e?^B_mWHM#IZmPlZ zlrYE-@guSP$8?z5M}dHT89$-i$J|{qBjabH{1N4@`1l1K3bqd=2KjW6r$y~b@gms- z=x{$qbz!r9K{F<~PNi|CnNE=$l|TYuoAt@UOfJ(*MOO0!Z=TV`uu5bMkvq6^#E1|i zQq6)^j));*7zzzK^0Q8=>mB03!~+a$iu%v1;;Vz+GCLXO zmo9htmM;4on;h0pcKRH_(8@dYi{YTvh*@%Zru@;Xj!jFKJLRw|?C5ZGu>D@yapx_M zOLhib!;L}r=0I2ud%_Oc*&%g!Xv7heht~zYn`w5ZC+MTrKim`yP}@M?>!@8%ZBUFK z4FyBghG~^dB5Zca8-g3}T=z5z$vYqAvZB4>vZ8+NSdN6M7!X$+q+e3!wmJ|}fs8cK zZw1E=tG@Ez#e4UfvJwdkbTkY9r1Z`XH}e)obm{F=lvZvzIzwq_o+q_gRaYrL>t8A6 zY3%^r7YOJnq?O!pg|axBaZEfI){m$fADhWf@S@!lt)^8j;_o8bkTR6?)TlCTFY~6< ztY%&vQNfke=x%2qr|3GTixOX|FjGwP1FB%?TL~U=cbnJoRZ<6c5^lLk>k_pQ0c7-k zn>^V=ZIIf{qMWbllW8tp(@^ic5giT)q7I1rG=aAP=!oH*$)uS` z5h0t2cne{t$v95C>7>~o(s+Y|y2NIzXGkD9EhJgke`p&d9~)^6cUe-5y84`5Ztors z>y}x!mv#GE+ZNG7V)<|3+3rBZzlb4*t9UWuZ*wjp>BJsSquX`4%S|1wNWj&(i02uW z@ac%Wh!@=ScA{Hubi1t??nR6{(d}(?OIC-+>hLwXgEIBZ;rioOagAs#;w1;VT#c@G zNObypeVP8K6U$PsVE#}+X8F3IDhT?5mQmvIFFaxMvbB@j?DmxL1% z^5%cPgaWWk_NbV`YD{r$h;G=pOtz|+SBsSCB*Jw)zsCp_Cl&M7uk>DVrtWF?^xip17*EF6W)G*pb7W<>e`v!iX! zd3-U|=4!PaB-Q4g$Cp!W9`h;aTRtwthb_JpL@}G!Kg>BsrSQRi3aqct3L)2~#())k2sO82Ct0eFO$>+#wOerl{L-GstiPx3KtJ1eVgA_=v_Gcpv|y z7WfzaF46a|==W~`cF2}@JuTK+B&YLUV~;E8sR$TDa+kNb<8oDVUR8EQ)kI)3 zgqNg}W|_gx%#;)8LpY8QA`Bt(R%(W|;(xe5#}L=Tm)w=_h0idZnJLyi<4U#f9P7EE zM4gu#CvF6)oX2me_Y8B(bjeiF^J~toFcqImr5&!6XFAzvr{tMZ({;&ft@m$8A3ss} z5ezUy3#ESv8)&&i%UZb2H^Qte`Q5($!Prn?}dVF#m7S7zU34>%#DDZa96i)o9t& z_f|kyK)}H2q~Di;l%>=50>f(iU?gshT5&7cK8RaU`$!-~`yhJw!5(cNELvIiG#0fE zKZZk5D`~$-BtzrTR48R-!`Z&WPhon9wY|uK8>Y_Hi@DxQMK9|=n%=o!dKn(~+)NS7 zQm`|nXNaAQIm2*wF?8mC^WC1%^L0bBoToj(kScmr?v^9HfRA;|1OuTL?BO9WiT2e~_tej2p=HI8q{pI7x%(Cym_!EOY^puNZD)b4p@JOdh+D*i97a!b7&%gQgOC|x7$;X7_sKa$ z)+FxWE`_p)&yn>3=`GCTA@MwUP7vnG7VHA97I3YA>$pK2lLg$w)E1aV8q-^dYFd@J RrO~Gm*67!`t&!1~`3?VEq{9FJ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentBeforeCloseEvent.class deleted file mode 100644 index 0189c61a0e928f2f241933a4be40f3183e5c56ef..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7858 zcmb_giGLHv75+w+wX!UXEWltJ5)uTlWybD}~9@B8`>`fK~m>`KV8j3LB7YiH)o%$s+= zH}lGWPrV3W75*)7t)7Sso919dA2iZgD-ts^Mr6RyvpKdYGj1d!YolxB+&W``bDc@k zGP*`N)*u9~ntuEB#y}!%#Mj$6ovjrDo{mI1kzFltSyRtGeN>Mm_4Ht*KbuLU2iqq@ znzsuq>M=8ek$pyXZ$?j~t%#mZn^`@ZFxl@jvwgW_vRyz^tVH8pcm*yRHnYh@I>${zXY`c8g(ZY-+Plw)Wy=!ghaWS1s74JB zH>7Oj;Q@hVO+Dp~r$qEzGTTYAvzc5hYi4@&%&?JZZ{F@lC4xSGN#ZarMCT?v=BXChNjTK7GoeuaZ+;{76{Z08re;m&J1nD z*r*iNnba-v6fUMp!P=YiBxGzHk&QOokBhO;hl_9tHR_0c;t~yu1ZME4{zPgdY4lOg z0<)W%%gK2$mQ*8z%LM$z)IkVCgloLuR~NPsfvn73wj~;oL}>2vQ`L2^+T_ z95Ko)-(9r6AjU}?bn3}ue`5pe2n(j&GcZcz%|8$p2f1xV00EqM4dqAVPaXL^%Q*%@xP`X@0w;$_qgAY+`V6@K|7Gs`(;9`$)b52iEXl0#g7Zq~0K+h|%IFHmV_hh&^D4z$ifhNS%&N-xxJBnLvua;!Zv zHwrv_L2hCPrUMbn$RzY+;*iQ-5hEQlF})rwV~Kh zA{n>2O&l^Zw4a*Yc{Y3WLkDT}NL9z=x2KC+zcM zDVE6iNcV7Cv|~D+nahsk$kMVY>}pE!NXxNpRvMbXl~W)%D|rHsG(|U*hJ2^ml(lCn zWu_x3!?Ngc5vOA8wTGc8qG3@m%m=gbf-6*ic?(jmSFQ*X=z7DIR48OiNgAjIO4=Lk z>)*Pzud_?whEmSYz1S{BOEVwE{wm~fz%FN`M(ki9a5c-B^8BAwGkzSxJA6d>PTEHK z{RR1LPUZ#^>8=AYV?>qS8+jGDh31?c%9#6m6PCq5wmxCdvhz!L&1j0|OULtaBIz-Q z@g5)EjrR&1zEJC#hO=ocLl$@Mm+|NW%pR6uq?Za*WfQd6tezTSa$}~ecI;Q$t3XGo z&dhsl2fYteHaF1#L~klfcRnTR#s1HGD{5)ddMv!-oYH>?sZHp*?!qOdm{{ zIctx=;wg=KW1c;xO2tZ>yv(-Q3A-)NN}C;7+8oWaO^hsUQd3@hjNx%qPv#8fl{HPx zyDvm>e%yyo_;3&IXWlBV*SgZVRJ(=;1eQ!AHo4N0uJtLpR!rTD>}!jhIK#C-cbR%_ z(vedIg<|>n@fkem!>93C+MOPYG46(Vfti$cLor%+GOLCrY&IKCjug)h=;i+IuSC4t5wz}6wk zKi;no7}k$XatZ)}SBni|!iC~ZyNOJ|TAG+A zOxi~l-(n_AtG&e+aA&sY_VNN=^x-S`Dy1?`7qu5qHiej=-gX9ZY4x07Mbs8j#3)KP zbW9Pbi#)KSsFrc;Vs-m!#Z8dj->3*<yJXwcY?{HNw1XtJwO2-avJOd!AV8XV0a2+{t|sCVMkfug1YKb3;{Nmc-fp@~su@ z&o1;A1m>_met5Y&RuQ0jiU2Ma8)gOSxM1#bZ(yE6S>OHgeG)|jplohdK3uePPHx%vEg_R3ttZ|F>Rxij0@q8_>= z$Z8vA5!|>XmzHHxG(DQI61=>xJ@azQ$ljkAOsf}X;;|nUX7=#SxG$I5Yh<=cE0&jZ zGo~lE>%2B|>;OZhcnhz$6AqZc+iz^RS08b<)jQj^mm$UEb#=mp0A38{E4Fhw$exEw*;%kFtasS%Wqhm!0d3#bC?@$eGc_cao&YL z^BW{>e(Xmri~BlW92$|uUkG1l<3Ix;@^8LFtL#Y%UHB`ZGh94clAyi;NydEkB^gm7 zsFWKQRNis~!Jumlm!3qEz|JwW_J&(pPoT{v<8NG50WqgQ4@iTDw9H}KsA!8|iNjrl z=xL~^3_pvxPqJgPAw>$ZAW8Sz3mnpm1uo>3w+y2CQbeQEAgZNi^N1FeQY5C`yu9pY zMaA@+`Kn2ANfCEbcT&@J#hQK|uANG_k|!IRt;@QCF6#=qtaEf(ETl4et-@8fn#km# zS2%iIu)s~ddZikAl!|4yUMluDuCdRSigm+P?c>&K3oN%%0a95ta;w~P3SD6Blc&~J zUrkx{@xjm`V-2ymxJP1`dmI}(8Uq&(No?%j)X{jXfUb_qyqJj|^r~a$I*0}Ou!(b$ zrxCVNkSoG1kD}6jtmP%R9zbQqv6gYTdgTeN{EcC&0?Jc3uFsF%@-P=9x7BcK-v3~> z2G>kw1@d&_Er@;vwqZNzkV4j^C2ywt)?){5bVzy3(doAEINU9*V|d%s(08=7DtkYP zK{r}jJtr|-fg{k|N3k$`9I1)UrRb7#?usLr$>nm1+A966LJ_LL-PCxUs8K#wqnNkQ zN}pQ^OA&6{%r>MQ|KA3aVv>5>hMSQgwSQ+{y4_B4ARXUgUkdXzLcMIeG_CQL2T{|g zJ&l9M@vbqvFWk7W-d(Sqz^&o>O2(qbfcKUMFfTlje#WPxs0!D6oIqt$JRcRo|DgpM zWh>ko?$Hoc{~uv6n7~GuY+U28(XFCWS3&+=xXrPHF5Hd}D(!UP4%|txlVs%>GHP`x z$MC4$UAP-sph4E(4vQhRkC7($@i813$0x_|Iop6`NR>jVhDEhLgom9SGAhbHH?=u& zB}l0kkKpsp${R?DTpM{FM|U!6KlTicX)oZ*8^aZ%Kg|8lp2F9GF?^>#TuF$Bzh|IJ z)e0pB=Xj#|2Vo7=ZI0x=P8}U(`#3YvJ@_qtcU?XH$$1xkuQd4xd*9>u`xNF6cB3MS zA4c(`D1MBeu*GXp{1iXi4PoKu_{DBqW}(r-FG;$EUs(uPeD8qA!fk4JyZYW?;Z6&8 zS-9JRWg%i=iG`(1iWZhzxWYo8TDDDn*IT&O!Y&R<6ULtSDaT2Hg4;c=x_y7O^ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$$serializer.class deleted file mode 100644 index 5d5e79c710dd5be7af7d504d5d76d0a5758f1f69..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5581 zcmcIo`*#!95&rJ#vFnu#l89Xd37Fsz+cK6h!4MnV8ruYc?NH><8n;c?(nVf-y>j-h zj7dsMo2E4B`v#l5+ru)7B^btv~cnsykOJ$-+nmaZYu-_wL@u%-or8=Fa%v z|NY<}08Zd93*1{oroIjit9^fk_1MUWwQ+_X)1h{4yAb+Oe?0HxlJnf1bqv!MNyE1DZqWoHIhl7S z3zkLls6}4f(GX?W7aEwJx_GEarqXq&t zER&W*a)VN(Eojy81U|wLST?Kz*AQpWvs`2xbIHvUt>^0KWn+y>3PXH=b;Q zf~Ob`)HeQRy{g#Dux*y-Oq=8@WF*)ba`nuzCHu}gGFNzx8B zKSNJrxL5HEL+fRSsI{lLb*bI++Lxu*GQ8cyhM0H4G=HT)_YmDa)|FzIz8J<3 zJ{qEn>|+c&N{fo|X3XM?w3H!LPxD(MHq}`b(@GI6jFT9VyhiJuqH@D|TQ;sY6{i@q z)MR>UcyeTn;ZPkns!M=^+-anm@B+>-9IWj@qZPyzgFVSWcWmy8igAX0o^oXDH)btf zmQ21^RQ1;5sjALV>PRzKrPxxsP_66IP#BYVQR@2KeYd=)Ru$(fkSGbCva@`J;W5KP zDvT+-B-zpJnW(MYm+S>Qf7w1|aw|KwlHp4-rBU%oN)I|xUcPWq$24Xn8Hz4fI#N|9 zEkWp!Mr!llKt?I56m2|`w?*;($~zN=vp@-hC(37JtbO?rVqD3~C?BYkHf`l5DrOm) zbKE6cSFZ5>j(Qj3R-|M$mzguIs+5pYt^*yNGj-r~whUo9GehSiEj->Ov&Mb367;MqD{}L7S}$B9 zvoPft8QT9QCC3?~An5gLbf=ZjpB&{&4$sJ%i4c5jiVBi8am9A$xFB(|Z4})t%E)C* zY7=w$f|YHfoWE_Bw-F_pHfggfFU^3(m$}6d-%OZxj>{<`A3U8J9UYrwh?W;kaM#Eh zu0fN^;4yD&C{{bR`nqc&BkW9q~H3 zN~^5Y{&ij1xpu8ji}_zJ}}J zo~nAde*IFxbuBD0sl)w`6z4)7)DL>;e&{~l+pEFevp~7e?(+r8mKJ%+UN(hESN-rt zB}n(y2vwLe0^~D>b-|#bo>olBhGF}-Y4gd#;w*PcBkh}MRVu*yh&HDsmM4s*(zd3w znX`-kOQ0M+WmDZhVi`hk3hsJ3UvM(~lqnhN8vrM8mUvxwKN?q;Ukg?jZCxdSQ5v+ORiBeKUPUWr(D0a>D|A z#1iOC#A0``vpcqn+FRH&nK-zLb_E0e?zsQpU35{qie3ehsDc~R%CINP-VQ2%B$GBG zMTAOBwNX$&rHv#DyGaMvsShP${hkyP{vls~fDHuM zfXW86ME5ENNv5WF(<+7;-oa?RsoS@TF&_qkEdl?v{s0a5y#ci)5by>9w{Uh16LD=7 z9}i#+=>e@Jpwiq8y!q5Sc!Tz=;u8w`{Vo3AlW6p_*6ByRLQfk#&(QNcJrlm68|(jh zfa{I*4<2BAWBolEtIvD=`aMifxA^biQ~xYV@M#72aA3M65D&)HxW?|_vwtO)KKzc_ z4AgbHA9ccpieoA=WM~!X^4|$y9m(oxwrSeGW5=F#0?HN?ie{By3zAu-Nn7RlS*UDM zdOHGx=Bq&|jjBr2Nux%Q1*c79PCQLx5{rI4YTffl*40lGGmB_m)^lgDRM-mN_y^9`Fk7kYb)DRuZ^+ zSE73j2W~@bK)jl&2XDQs3qooc-a5hCg+f#hqfnwcKs@CEf?bK*xLjM#qIOBwo>xjY z_q3~FrQ*<2#ee`Dy9Z_Z4z9e9*Y4r!bnFYa@Y)*G;2nJFY**~dzT5a}SL`jX`?_C# zts(P1_INR%?5;X#=qR~s0Dq7tCRr6qrQeM(cv|w|k2J2}*Z33lz@O>4O5fk0=XHT^ z;#(Zw#&_^tqVT;L_)_?O3O`8UhxifocsoTd`QsTdfuG=~GiVj~nZVBl`UEsV|0KjE kfnNyxQXnUASm20&A+W7D7!^1q5Es}j@T5RifD8QUfAv5^7ytkO diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError$Companion.class deleted file mode 100644 index 39a47a9bd79684570d5b8ff15157548a319118df..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1474 zcmbVMOHWfl6#nMk(ic@q5#-?uDOymt1)rfvf(4UmsfiF=urNaz>d@P{W@bu=D^~sx zS1#3!i3`)P^hX)bEk#INNZrht^Z33wbLO1+`Rn@+08j9U;W3w9JqT(ZuL)(1R}HlA zb_KUhl8sr~j=+i!SMS)mp8y%n*`o4zdu%2?g3 z+CZ;yT^G7AwV8wyKK4Midg^@BXnPrEyJKVMKLM->%XhftR8FU{?@|Lh;ljcN46IJ} z0~u<0+U?9Sth5e?lFqP`bkeQEq!V|K6*9CA<3}Id;nv~2lV?v8ap&k`G!l2x?(YJurHeQ_^DI1J;#{qk@3xB=dXHysCY(L0PAph|nBO@wbs zvS<1m;$LXPkf$|uY(xS{()!U$7Pk$U>i}Y3ajAu&&*XN99c@Nn@C-cGfzP*NF5q4# z>LQS4l*47B3Uint>5vR_7(UHm=-AjHAvZ=aN}(?9Q*eg7Y23kGqH;*ikoN)E9n9h( z$s$FL5$4Jk+!C&qaIJ*vxIq%*CEUcs7MMX6lUs-z`tEScpvNF;&}(qpAZIZ38=B;U A%m4rY diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentError.class deleted file mode 100644 index 60cfb6e3b895b7fee64f4fa319bf0079d89a24c6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4770 zcmbVQTT>jz89hCFnPs)WvRuSP$T&h0EJ%wK<47Q3BZT6W0V@I_%Sz%5%LoQ`XUOy{ zNJ=6rH|OSDD-Tg#Qk56wF|i|Ca;j1)KR8wSQBh9M49f}@Y*fH>_czmDpFZFD`oe$z z_vya@oW~yoP8wEj)p3?`#*%4!GFNb1Gk420yfVv@vuGA`w{U(wd|$QFJtMS7l`!r&!-TBokXb8-W01%v z^zP+=y^V#UNe}JS1k5eF&W8U&#jVcUY$nhnaJbft^S080v>g9;IDtX- z3Q6UG&$2Q zIE&2M+=NqFb0kNbR2FJ;mkx`jEV$MhH7s+pzN?EB3-wIQ)hTd!y+j>)R)Lb@+M`nA zOC!*6o^kU5ngJ)1MYF`!N#Jtdi=fL_aUVGJ6Yw>>egI<_7wDABPPw=kFc1zF=B~h* z7aOzxofIZ;QH?OUD+iU8B7ha}YTY%t27jH|o1dAT8=skA|5LlndshdeDdcgv4sYO1 zfq~i)*c{GR1Q8gXxpYUzw7|;&`)XBD>0kMf^-3%@UW}JrCQ=zf<>)4s>NO!;CDfYm z7Op5-zrlrGGDEm6Ic0CHOnvM|lRurBYFE2TMa=@Q>;i93^$XnTtD&)-s;gnC9ht4L zRwr$(eMDenf16xyZ!q6LWj6%Q?Q=z`cHpb*W*y$aH-pV*YfTV%mCIu7>Fvp83g5=N zNxJ+F<5|0Zg`O+L@{(mgzqT(hpFOoxO#+0PB-X&Kzpmnp(%rB0Dt#$D4`p>OTvtb%+U!(F363^R z;b*yN(=!$g&mgZ_X+6SYvZfwFJ;0Ez(tg`gEe2RyJSD`))B9sdtzAoM>8JOT{MFJ8 zNi7j$8DXjH3E!+fNyOPyCI8q~U;E~0LT`V1zo+}OHY7&0L){mSCbUdEt#xWc5tdQE zOeVB+tTWm!h9aN+H6BgG)B1&`L>u2H_`WW*B`=&!q-i@qTPl;F55EU%(Mm1!LR-CW zYY6)`UOt*`VZYYX@pK!@r}tSo$VxlQ4wjv72!5(1x~?__;Mh{L>x?GS=_VR|q+7-e zjm=e{!*83@O`rWOepoTcGZJ}CZXId_4pc2eYz2p$6Tu;;vHCW0a+T|P*VVG^StT=X zuUpb$ILEh+zuW~TcyJMDoU&|lrd(Pu-8r>usr!UeFpBdA4?b*%#(MvNJZ-Fn?cVLa zE9cbb2I&Yto38;NmA7rvohTYon!I-;XPvTJFfUm}6Q?NAD3uiDF_nrX4ZmP3&a#VT zM%`|9*m$+sVdLed%66E2mH1=6r(d#F49987euBE}z$4UW2OlAwJ@E+5|KNKKzv8ov zJ=8ObgY4hVOH>D%+5UjmtdFw=Eofy6ECXz+rVweqP2q^7K|gK8qedQMzc|aL)~J5( z0b*h%J1}_S6SN1z{+h2M5Ox0e8Gnp6=p46>9@6OKwT%aOdRM-3^hvECmi;H{|ISJP zThRqVRxne+2O-RAGMjLyrla(BN9|wesJo`4=IxF;_Hd*^#BBmEg;V>8bwy!zAoKEL z9M2AXjDZ{fLHv5=#K2>GmCaXge2zL+A0l>Lg#1OI_!~v!8MUItbzUaa^XxOy7Br)( z>HqdWIp7HF)$cqJss9#PjD%M2hgJr(MWsq=YBOBd4Se|!PtkG zdWsoke}bzqD6s^S)e$|Od|kBoz=O!Q`XGCP5iuJIG>B3B@SDBLT((nBl2eN`m^N?xO5e>5^ zK-Psw<{7CVruWz-HKjd9?ffnFIgA+6_uXeuNE0oTBb`d{QDjH)(jEvtMKB5y$Uo z*YIj;u1Z+g&!>Yl@*CqiMJ&>Brj7qB+)JLQ~%Yh#GJ%6iFt|Z5+f4tOL!7L`#)c# B*53dC diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentErrorKt.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentErrorKt.class deleted file mode 100644 index 7b5cfe041fc1a3ace01cabcbbdff0225dcfe1c7e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1002 zcmb7CO>YuG7=C7Hp>9zqTBWU4ZPB)9S?a|Yv`J&sY>H@XLt=UwmJtS)nPhfAkNr6w zy=gQtjYof!@f}Nq>Zyl$zu$Sko}a(Ieh2Ub6^1I8L0{`mz&k?OB#5*T!8^h2koZ8i zMI7vfd(QXF7;W}#28BqJ!lifMYF|78rjim~Dqd_2*6-Mzm z2$eOIE~6v^pJ6fTil{%%f6Waa2nuA_nC|;@yxPc>b5d@;0}e*5eIEDZ0An z2y+AstWWk2(rHza+B*zuC&yX;TYu9JGWvbg-cX)OEz;CO6XQW8=!3p|WxyLN$_! zB>Ub38Vsd>y??KKCd@z3LlcST(v?{n=QRKO4?FNM;}%C_EMXRDq_9ESBjSvBu3WhA z1-Wlncw7FA#ZP4Nut_vc?ldacA~|~+imSLrT6yfv5Whz+LpOm_Jly|7?_!(yL$VgB n;?faPA(lg|gt(3yBw{thP24&HOK=-&N0>=4n_xXbDZ!oJ+r=$Hr<&G zgcgZfty14wD?V#|q}E4kP(q4r1E{U_t^a^O_;(o3otb^G?C{vn$9yt#XYb?ObI$#q z?>+av_un_(0?MyV^RWg)}7F9Gu z&T5hxeN@)utYpZkL_t*FNOkJ;?(Jm=m1`it!_a;2S_tql`1;6RV=sfdrS)hKB5M5b z!q4C_CKa7wuu4@+Jx5B{MP)h}56jv(2g-noQK{TMzk9Bw-gLhU^bFzpCgFhwf$*eMCWJuP- z4*n_j(W4fa1`DHlgV>1sYT&~C3|lLMq1?X$9$=^&mnRgB^vflAFfdFwEzfPIZ*|bQ zFy}xfJ(JNDL(VU55S#H}08QA!&{JJJ2zWn3pXAZa@KQ^)__=3W z90uIpV}yl=(Bj8dv@#GoRbmlG_X%ic2+CTjWaV~Mw{oP%HgpEifhdEMh=L;d8!=)cDVdaY zy?H`5nv;`?TC#WO&B+~0)=+r2@-#ZA(FS&+TEpbRW2BG zp*n*cIKV-R-djzoXysufxQmW3#L76*&R%#flTK5@ktVFHeQ{vrMlXCTM!?@ajxqLM+6pfB5O!7ArkOmTJrc<;zwkF8#~Ifqh9jOVWXi|MqiItK~WU*BSO!_HJQe z4yifH6i9l_z)dJh{_mjZX6v+*#=qEaICC!=(qDJVD$+r!sB$ zDZ1Atvv2wFBEC%rLqnmB%aGDDBEC!KASsn9>`jdoraZw{E~Vm=0LkoW?&F=$xCC^_*&m_$fd1@v}W|_!(`BHsYg$@=R7v@`E}>m|)AL z^yUbigPZg@&6t#RvLMw&yNgN(KTgn1`eY`jrkdzz*)%RU<#gVxkQjq!PhOQKQYqOe zpMpk?@FtqbcOX7EI7CTIeZJGEY)C1|kf_m>o^{g=hKs)#e}RF~mf$+0@Lyf@mD!*!vW4b;2a7xGgX7;X#&sjQ{nbyTjQGQ`^t z*N5t<4AUr)RM_AV*M`}$mFs~dB4IZ^cN$Cux`(F^cJl{+lk1$ewSeE zqcTM027ZH4Rwq(lx|5>XKT?k^RMNu1+qQ(jujqr}J$eVNN-AsVS3M_d8pa1q!%b5H zt?l9P6|CK9-dQR;$kaTgKM}YJKyVf4=v9uWV>~;5eYj*iq zOk}Yd7W1=MfW?CC9n0t?w}ZHIdqaW{7P8oZwQ9xqjRB6Xhb zWjw~Pg2yA`GM@0#*Rhz`;PqNPyvsQ0My#g6D_9jitHR&l4T)Bbun36{4=f|aho6cC zs4-+Ul1x56NHtAVvw;8He-Zztsh2V3LXW4x^D5a3yt7JwRC0f})6+%IAUz5_=jiz= zJ&W$W3#&J7v14KNwL6=#uzGMYfj8MLq}QKhp@3#LMso4M#3V&ERR(B+6jZ&OJj{= zRp7zIv09HgoTWiLVjiSA9%3Gf5^iW|gn4X{rGo15G@h{#4jCRZNO}pkBO%|LI6vCq zUc|GB4o|xc(nN=su$JiXnQv>2&R@ZWM2BeB@F}hM;}*fT$O`aYd-}hcea@BI6Y8g+ zf1XBg6Aq9PJXZZ}?Hw!FdKq6RMs=xFE28~*KT*WzBic_9{YAJ)>JEI#mKr0y$gl9V zwO__pD(h)_p4P!4BF=1<=S2d4p2Mb04g|)o!gYKJU%P}CuHwbx;fsrSVFg0Sw}kH; zYzu$Sa~UtUg@0rfKXIGCUa^W-t>Wiq+X`kcVUtCMdEWAq-$seIy!abw95yxIiW?zD zb-%|S9*My6p&Ngvb{F2kKd1!$NzXa@{R?`2spB=gE)ydz;u1;v^+~wn_)Q#_<5X&oy%uIYG2#||Akbr?G8%*uKl+jT^A PY}9d|jyWA?bzJ`+J=TWI diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent$Companion.class deleted file mode 100644 index 0ee408cffc07c307d0c76baa24888b6c9b602a12..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1535 zcmbtU%}-N75dZCarC(Gj1(6TGkfMOXE2wA!5}`m+Ej0?^!htO9QkK5%BX742dgA0C z;>n|WG4Ws;j{Z@`d8K?L9>jW?+4=a*&d$!v&tKnv0C}Yx{-<@i5`aGzZNutYYfw4t;#$5^{OM45x(NCvn+Ob z%{5t1Y2(+5#`D*>UlIP?_+}hd&Lm5aJI+doWWR0V~xYcjPtz_dUZbj`AffS9S=};qRdRsf7Iqe(o4uqbn7@FKHtptWt-YarrFj)RF*;=M%w@$SEcKtjo0)v>D>-Ud=CxRT;z`XdyTMz+swN zC=~oFY&y|`q4GN{U*1)pj9T*0H3*Hs|ND2MA5D#&4yxJ5k3q5nLGz7u6D2$?Z}L2|Y6n4D8& zP2vF_QYee~Bw3%3-og}SiD$`kh%h&{VCQf%hg&(^#vS4q&fzXbw!k#f7~Mit({98) QjSh{lMyJMojWLb!-!Vj-vj6}9 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentFinishedEvent.class deleted file mode 100644 index 6565e7582e04a82d86e3e5b51ecb44d11eb884c9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 9261 zcmb_h34Bz?dH>I9wU-vOk`P7*mISgbt%TObB({;j1}w~iBrp;X8@J@K`y?&eL)o`0 z8``=wO`N3ZnWk>+Cbi?bvD>4F3|2OaL>S>4hKQ}OTj5a8$QfhKh^39}RBXJE zPi3bD*9Pf5uCR3^m!FEAF$<^jMk;H?jBGYnFbb(0`(wGnSTUU*ROnu56_*&N(-3uZoRq+{`{5NxFqmLGKr&53CNlM5AY zar1ci^cgczsKR6K@i5k5eF$OHE7azTSvk6abeJM>88j)})-zI#63W>qrVIPXXdz!r z6mt1dBR^y22L)>_nnUnnqeA1Aq75U6O+k3j5=MjFYomVhrbT>VY_>r+hS6mAIu*Qy z>6E2#=g8{%uVybsyu2=rl}WNiXS&AY@9L+hx7aLv|IC#*8IM- zVUg*mn{o{s>@AUyw{gS{+3+xKK~D%bqnD=PC~fHyKl&8b@u=}sW;Sh((O?ud^z>HK z(l!j#p&v1Yu-nXt+D(yTU842duw88FcG15tL9w{ro{aakV!JOz?xglvSvJcK>#-$KQF!_WQnNoP_Y8a_f#VkkG*PD+pk}xHEPbxHY zC#F;Bq|I&WoSCOptUp;|bHq4zmbN{Olw|WW3asm-WT_O~vK0D36Kc}arft2$X*0vn zuW+zbbyOl-Q48)^=eUC;rYv%G$Y6F^3d{ACy=jqOKWM0d_}KWwp0RzyEQXe`jb#x~ zJ_QtmurR04S6x1(0B|L9M%rxQ05eftlHK_U@wElqxe=i;d~f7F(7&8y-fBNV*{g9u2`5Y z(o&XF$+A`_4r!JBS7FC8I$hDy6yEHKAFRxy&NW6ZHJMB<8_SrM#V8hYZX=`iuzQ)T z;z}xx@m>|Ax*``X(jE1xmFo(7*H%_{ciUo=z~IMsDBN2qkE^`fxe;lH`OY9djPJ55 z)x{voyCW;r>g=wltT4U@-y0&z@1wa?-(MEjk#un?l^uR0Vb1DX+#%jPzn>Ofn9k=O z9!*&mQ^x+3Nn5jksWB7(CTMg*wNi#e@}xDiwY$4#0a+$$oU?yMiQzyO+^+SzD{{ zq_DHXw6B3cKYoOz?R5#&j~`Xoe5x{ucAqk`x$N0Yu4tW7xM^9VK2&0lMTur*Kpsv8 z?7C>6#L9pjYz7?73@i;c1EQ$_evA=w&PW$cX7IavdQV=D;==d|yb!{(_(@g>?oxO- zTg(jl@zV-7uOc>CX^CrnhOU*+mtOluDie!bD;%g&DqnHrazVi@zc60HXG3@q7if1z zBEeAH%{%B71x|N@mL3ra*(}6#mBS)nD8bT3zaX)cX0>-ug=JlBtdnxn$m(nVt0BB5 zk0ik|jIp>EE%*x6mGmlim1>8Se9E@}F#ZsK6v7|ij}`7);u=HCglL!V4Y|q~$1Zjc z?q)=5b`!x1lg_JzcQ1pp6d0W6(uUG@v74k(Fu2u|nXBR5*CRhlekdk2L-->p88M@I zlD8>O{lfVpAU!uig=?VelJPEWLNZ(pM?;%W8VTEo_>+d!nY)w@X%5(s!AK7n0+#^(+ABZ0lg z0uinY5*A`x$2Qy;h^*7=*R$s-?IbP-$09c3D#7Y?FXG^BI2erFAmvmtHn=KFXMQ&o}X12Gm?Kz;xfhW*=w818UBT-SSH_#Yq zB2ZJa2;4wmQ;D!ea5KRhY(c;4^5fpciH(t_%g_7z#Vq*5c*j))-)dKLC1zIVDu+3; zv-CFm^`i2_MJac$d{OY@-{{VEskOn`q8~~HWDU&l_S44qR4LKo*}0UJ;=ORs;s*#O zmhse7R)1L`9{U}reuSS##)_HKW`08aNZw&`2_t>n;Nu9#4zRltZ~5!Ok^|Q9jUzEL zYRo#@TAXdis}K{8XR~Hrzf?;V5*p7H^9gf*N@$4e&E*OfufDVPgPq04WDhG*z=sw| zXO!=M=@Gw9ux*rY2v@-PHQ@>vKPR|g0lk+W7F;mF*D9|VJn_HT_ux4bi>}XpQz?KznrC1$0DPycf{* z8Se1lfBD-=OiegJD#rP_V**?F_;w49V;f)MzRLL>Hg>|da>R2SZlxzYdNfQplbALj zA4({zud(0aC80ua=~o!m{fIEo&Au>jn0;BbrMWf|c=QQ0HG1X|y(HoBfqCrM>5caF zZ)@?sjCa~Z{~y=ZKyA|0H)_2cMSv7@Ix z*9?a31rCF5#Wvv1s)*Vv5lyU$=&q`WIw}zzTLF8#>4ufp>{ z$>cF5|C)ikro&@?GXDW^)19&(FJ(>`sXqAB4$qX z_3N;83GeZuuiqy$I(`3(cz6M4MUt2BEw!8tT*9~2;0gG>&!IDV5#PQvifX!L&Rg>Y z>bYE&Xk-#pYqZ#d@O~Bh+wM{8b!c6$DY~CuaE?>V_iM&FZ7T6TCmC3HKOWO6ubr?w7-b&zKD;^<73gb&K7S=@MZi^ zw53+kRf|vZRg0eqt1Z&`=#$tKUCI!1*mDR*TLMlpvsu`Jn&!6|{)1vJUO%4o%iwfKSikqU~{#kVSfRxS#g%GUlBf?QG?r zmu9haB}jb$m+*?S@`&TtcfN|(9$@P8aVT1&#-l{=3$Nh!K+JzK9<3$B z$3H*+0{nXkGhz-(%gCXF_}(V0m74!B>HZ3}`WoBUSqeRif5(5^)1pc9;6JtQFLLhB zx&ALG>AyUQnmGO{j=zrMZ}7Kl@pp0jJ^tY&l!br9Kb^!j3tKJxvxT6Af3eVDVY7uM zi%)*=S@^gHenS5~W#MTHpS19dg%4S{!@_`tJ1yL0VW)*b3quxmS=epiZVM0SEvNMF xQ47NslDhvs8mxuKXsi}KXu+`X6$`Ih_*VuNDdapDBlq{=x5(`;;+OEt{|}4}|1bam diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$$serializer.class deleted file mode 100644 index fbd4f521d690d967ac0ced112c2de703627939fc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6535 zcmcIo>vtQ)75|N1yOv}}R$>>0M-6d*gc3Gu0qcV~5H z=FYu$?)}ZZ^Ui-?eI3B9cvoOlGm+z!PJ~v^g!A)6D7Q-BZW(j6E!?g9HspXP)=%!xOY&|{o7gaP1T<6*}d2BAfysc@| zE^@w+u@r0+XvrMaGcz88d$gjK*SY@!H+HPzG0QtQDVa=Duqay48pbAkKp;4$3Z9==JK6&WUj2aw~(JLSca{aH#v&yaYF=c*dnldeQ~1TLjtW270JDQQqLV} zcTwO$i2?#IcC6Q*-nVXbCai5i`o@ju2xBWc1&C&=p-o+LD(Du7>SnfTCwE=hPEw9- z=#8KUNr8GSDuR@^Q((_}%`6b1h05qDaO{$c59=;qbgqACCF}B1vE$MKCjduEo0Mn~si&k2)b+QTOa4}-W>`WB)8 zvVE(f<{p8#YoAH|c!>ul&&u3M=McF+ircX_f*}kGG`oYw3g+}kPS10oz%BK5am{E* zcaBD}4|hn$chWIDXqLJt7!^>d`T+@_0-HKIS7L7zV;GO%E=&k)TRoPBE57C&3k)2d z-qU1%k3gcVt(z5SQ#rk&(34lDP#sLDBgMcw)o`^*`$@Q}IB&~w?56B&J0rfv#8!L+9%?dCyKVQ9!mHblLD zcBDsZA?1D8vwHJ9?W?wPeU#M|tYo3(>94)#KETr18nvvPGkB7tD~GQfS< z!`Hg`=2|hV;MhgktE;zy9FvZV!AXHB(8!2pFjTUjoeb;Mm0fF5nK0KPBJq3~4r}xG zyUG@$bp$#uYv5p)Ow6xeUAiiU3QBd+r?O)bESF_a@DRZ*Ju$g|XkzaOvAT{8>P#oj zpTxrrIDt>r#reuqcSEYzenepVr53E6bqJo+C8}v z^W~aiZ`p4ZeA!87du27+>*k@oG7s(b@T1qMMtj$)Mpb-;6>W7v;oAI4O3(oh-o6&b z)A%|IGTY!mU~BnV72japp=GlbtZ!Xq$@}H5d<)OY>EGr#?42U=)KKvq)-c7Ana-;C z9&Ku}c$;8Bq~ZtcFwEJKt>Qs&T(aJlGk(e=$Md!1us&PVGqQMQTq)if zOda;KCT+7$n)XrMVr`yn;~AA>(Iw%#%{p2r<+5!o>)NLDwvr{g4YILiW)jSCAtFtp zb_vcLlU-aWbZ2^ac!UW;b9vCXZfjZ1*4XLG&-r<~;FB*QUl0&8q@OV4uReZdw+ozJ zJhd~tcq;6>%I7|+KkSP&FMpFRyJK!6N2!&O>f4X|u39|Ruf_v$U!Si}+}@!2-g-V1 zQ2nvMXiF@(IT}~vp}0@=_bGiL_V{AzXj80VGe`G_VqvzC(bia$Z6kj-vE9HnCj0Mg zjy1E5bCyaGHV4#=u}yEi7;2G{_pkfPq_^tIq<+a-37eXLkrypAGHtr04&GG3CG1JZKX>-o745olX%XbKz zyO-`RajKBfatAafiX5?Dz63Um8Kyo_%1`MC{VAnZBUg3wp+k8h|BHKp(YL-CGX>!60{9F>~ z?2gCJ3uyNt73fI>ww*^8-wWvTK{EB>4}42-j^gj=zHn zBGn*LVUdc6R8*uIyL%QeK>3=^MAHIB1fIh)iKZU^0@8l$3bh0Sr*;NO2qZQH z`WJAwz#=}9P#17tkY5K=YD+NajtDN`upg<0mZ0JiLM|cP5{#)XMR6$+QerNJjO3&! zDQzw#=1prPX%9*B_|LV^;olTt0T24HGtd%viK_GOA4~jW8{*T)X9u4&ACu3ce4gd= zOFnPZaJ6r5kWgTxvg=a>3PT%qRD zH5Z^AY6+Y}_6_zgK=1mwh%Dh;e@Hk-x%?fcmZ27+Q_HAnrOVPA z%MQ)29WdBm9g@ju(fBnB8vQswGE40tT788xE_%MAn^LBNTn zLHhPsOnD7+<30Y<_|#-ipxblg$)4b8e0H)Y;^G>PCLJY$zf_Ir77d{Kw!U*PHMK zk86r@(Xa@0b)Ur(tIO$_o*Ur;mJAcu^eVns!MfuPRs#23fbY;bJb4CBUBJ_a;$JxXXhW4HN<+x*NKvWS^8xX#7SGR%c(zWsQQ z3;u;`cFugLoZp>`A~ir5}G~zmMSZ4qM=Fd>-NN7x>Iuco9F>@e+Q)$PVIH zhv84-*J=DFjhFEXTbxeg41RkU!ou%x_Apv4oU?G=Lcayo;&nZW78WeLYQeH_lZ71? a3=2&TvDw0Q3keHXTe!x;tcBwiF8mLzy>LGO diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent$Companion.class deleted file mode 100644 index e0819d2588c8a341c811e3959cd32f2af22bbca6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1591 zcmb_cOH&g;5dLO2pvivz%WJY(-L5_eH5;q^DL@d9_JkI_K5*xFRG1#*nP?CU;z}D$dKD zswkNVY=-cnRMIRl*i)IU1bPsTBZLS;$h?u7VXg4Ll2~AfYvD`o%6GzNn4HQKYMybW z+INm|9^~)5*f?<`Qsq2;i(RI+nN36t$A}S|S-5jiy2=D;v)C9DWSbMXd5X3r?6g*VlZ~WxeQny+^%06ZAI2 zQg?qVf@z9)<`Xc)PKE%(U}tu;r^DvkJ)vi7hB`e*(}N*Z@Jig>;?$u#uGkC~hQ5MS zqS&bK2)~2GHe^M$M-aovObOd&SkQpNw zC085w$vH*VB<|oYg|bM_ko5uK7H08~WR5(?h;wBdb{<#rxR%Ft+#reZJZ@rQ8%!gO Y$!$b6%~0IZ=+Ovk^lIGJn9|7n2Bn*`dH?_b diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionEndEvent.class deleted file mode 100644 index b6acd575750d15d7e8b995596ddbd43053a1d006..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 9508 zcmb_i34B{eng5Th%d(O@D^42QO&!;AYs-$6c-vB9$BE-QM2YQ`I=vhqeUYAR#nO|} zliZ};E#cU*3+xHoZA+nDU}=GJwIp>@j*zk!%Wexad$9L?vh01q!v1I8ll&~pQG?@O zp5~kH&3yBH-+b51%U8dD?u!6+6|%grbZWt3_u9nSewQz#&p^=Qu}Sf&eS>q|6tlo7ls7h*fn-S zU(n+j-JFR}7V>FxX5dO;y6+I^7|Z2n;wOy4@w}ckt+;NQxq>c5vEmcC!bCBX84&R0 zi)JDfL{Q+Gxm+QWHsdE2vhlQ8F!H9Ji6>0SnUzjj0fYoLC1;J~oHPAaJ+EgC4ivcF zEzIHLCyZpFiZI=Ggb~KN5E`&vAZSv*6QmG?Mn=-+e6bKjgeuAv3kq%$2pCf7lEcjc zJG;iJ@kmwc#Y|y@k`?mBWFeOy*Yk5men770!-{V%=6}EuHKPw+i6eEel8ypKwMxQ zmzqpx=QGMi1e&_Kt8L&;^fzD!encSbwoQ_DbL5z$G>98F)HqJ7jNZ*bVN^jkKs_ zZvK?OV{V48usL+E-CDzv%V^5>HG%JRt(D};-Mmtmgo{vV=hw<@7^B!P%_TvrDCF$@ z5jcD)AMaAZb+_o>eqDyR zQvpl}T$R=53>$rCx-hFkpw6r&@UYvO94g~RVK$dKpqr_TVMWJsxw+zel`!qn-m-~D zPR$!th97l}FKc^+1S5JTGnpkb5ivgy{ z;H+*@XDK>*T~{|ZR;wHyz*HD_;qDNQ;tkA9dBb9+5fB{gH{M*-GgNieNHfK4yi^8e z`qhtT45opgo;OA%shVlDq+RlqL`p_6a_-9&W@QR?r#ELHO4AWWTvBby>m>~ zI|5Iw-F@xQeKKwt`Lv!%-=}JexM3!9Db_Oa5g8RNu0AR;%*IYSsGN{8tYkhtPm{Ld zlZwCCP~GGmV^^{{M86lr6^mCtt%}@7#U<`C1MIRMw7GY zOv;uveV>u15v@O35_3$y?-adc9&eVF33ry|sw~VZ6}Kvf0nkD>s@H~X^`jXh%lss8 zuv9@+61(IsxZ|ngMlzEw;NAulaZ;egn#~n6DSM}##hj{4;N~B0&2C!xeYjt)@S|bu zLB9;X4=`I=G-lRv?V4cj|@+Y zj0%iZD(y1QU2fX+j(6fG>hU0c(ykMiB8I?CtP`ti;*vWX#=G&J5J~LC?-JF&<kjFo4GecCSgP0sNA{)?<|!A$m+VbLOdRu4o+- z=v>vP50%7YhE<~U$;*vCJK6V@MCr35Q=hXleajaPY7IBLv3=TC0*;2bgiU1a@yxX`C>_Gfdf@4$Q4Vj z78Kn23**!HObDOCXK8nOGRe3d6+A#EkazSY=*nRB=fYo-C;e+(&a#f zWnFH}lQooXs>AnlAuP&UjQTQ;;kt5%erWoPsORv4tT#SS|8+?fz!wEtU5F#I+=D?xGQLuIrgy4V4Zj-3hw%}a z?|+?Vgx}Ec5rJ!$N^|E>GNxybr*xia^y$)x=xZwYlo0}7bDPGp!^{;s1udgmnc|nd zw3l?Bpq9N>bKQ3w&Rf^X>9_Gx2)~7wsg)Iy<+Q1`zj0ZYKxS7%=U*cejnco;rH+d0FCZ!j2PW5CL>UbdZ z$R8nps3tK-{K>TJF~fOMJB4TD{OO61XNyNY=TC<`+WL?u7+@O=scyY$I6(H~xF82; z4fack3)Zn;eqA2r4PJO>aLf7A+qU<6c8Fb`-tGH#M*Nzm#j~T1t=DONPU}}~FzC?& z61wmqzc(1v>h~QBY8)LRu7Pcs?Yc-%Ti@c{B6e&b7!%JOwEM6{G~@a^m1d zt&P*S^#`?f#niP2UVKP0(LrnjVL>=*FGjdi>m+<#zhAqaEf@7`l4uv(Znm)lf--r6 zJ-0R5tgt8du*DnPs5KF(xLQJPQb@(%5^}RbDqfe6R}tA{@5@~m9`Y`|*rGLEc*@@= zO^FwSuXz=LyV_Y*NYiX^RoU#>nSQ%{tgrkqQOf_9KA8mY9fknATx)WssOwFMvijzD zaBSuEs4Vjm=0e&^^WtK7>2m^;(qwwZR9{d?$G%Y6Fviax6UFRtBY#Btp1h#QCH2f5 zI&TZucaYIay5)}w%NAJ2Lw|B^T%UKQH9OPpsKQJ*VVXu>-8IWfCN!BV=99+$wB$kC zm&+BbLSCP@@4_tXWR~&L%L8bZDUka8H}?E&18gJm1HlR$KNYON@uR^C96ukd!0|&u z1+GON^~uG*b3G6KNUbk(-ybWkz)ue>waJkO|3S8Fa*&eP_`5S+(4M^7k5wx(&aBPJErW z^4~z5x#9-Af?c?Xy?7b_#W6$nqPPy%v&ZEf#Yjl1!=rFg2{L33%P%KNt;6!m3EBT| zV%vO_L~3=FUrox{#kW$<*K@%j+vq00rakZoHby*)=zAVF2;9Ahn|JwQJ-yqTz0JPo zu*(+Ze>l1hVhf~95w-fuByka2C_@M3Ys3Kh9W}ICwx~IIxawr3;M$Y-Rh_JqT6^+H)yYbcwI|{}#H5bn)l91l>ExPCW;8?D9I!E_;okziz4G*Fs+PJ3>q|BFLaNL<(Ea;*Eo? zTH7q)Hp2ImI_>UGhr82hcb+B%dq*~tS`atkO*p1F9dgzexCc7lNyUAbtqh+tv7V2@ z=Y6{8%kVr3U)|F^=iwQbjP&wZ#I!<6X4r3Y_1oERclA5i?{M`y+3zg%y^=W(q)yi( z5D0z`O#yf|@K1TCWSFd!O=yPjELoT45Rk$1IG{BnjS~*{FEivy?(dJChqtG95xHkz z-PzNtLhSQ6S=6Tb74@#lL*#t$PGo zPp{^eW7K4s2jRHtL#sCU4BmAXKfQ?e#ag#9FNL1N zFRDblHP-Bx`L{Ws5^#_SxK-Qxz@yj_TP_!K@{{y~=6WYN+k$kWZqpC=KUYHB8{rM$ zi2#l+|Mwwgv1LN;p^)Q_kkbfBM$5Z6g@+vjoT7#wReL;z_v0~@FQ-(P@TnOxtIHTP zrNV?v+fyn`$fP`_!bH7-K7bD*q_xNsyR9BX6;&qC$VV6P@$-0k5zpA}Co{8DXaioN z={$?iIWw+iEC0N-nB^luIf5*D&N?G+C!ccc?ia9lH!GaypT!rnz!&hPL$NwB86$yT zImcAbyOKYgjQNQ1^9k??^3i1HSy<9cL^?rCI`11t*B7wieU$MnsC-67;+oKQ`{tkbC6mbjJ zTlfbHK@0zAL9-CC&}3n=#Vb_!Ej+C7kEq}GTX@XE2P}Nh!aFPsSm?JfXkoX7Aq#sf z?6oj#VV{K&3%6JpwQ!G`IHP{=vT(>kM!}~oyw$?nEWF)9+QPRjoU`yx_&;(Up#(>$ PgK?I7b@(-W6~Foa3}6|C diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentNodeExecutionStartEvent$$serializer.class deleted file mode 100644 index 40ce596713910bf25ee9cab3154ad7407549a25a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6449 zcmcIo`+po&760CS&182IHrpn$1!|zN1CaVm_IUiX~uJ@EiGbfXePaM_LcHhW!-p(54iDYT0CV3(}Jb+1$$FrcArQ`9|7OutuOM zJ*B6oJqG)2OsVc*tmLtRC`*%M+F)t^htvWQ7EQm(g;k}TBvJ^ zZ?B`}KH|2S+3x2%K)a z{g}FG`)W+Mwig*6_oFS0jc6AjvaNxv)LUEpZ{FoY`^mz#=h*H0u*vVtA||GX(#Df8yR2zH{E zh^3{|x@EOa>UL{-%E(siKvrvdh8sv*`(ZB-lOx(QCkYd~uv^9#w}BguudP8Ifuqj$$t!k&GW@ zXm}7UZBZ~RpwjdM5=I5qwzXf4!BLE0G=j%4Ca`Jsd>SlAo3lMIdAOHPlKnn`M9EsW zM$jg*dfA|tZq1+?xKKljzN<}I)ygL@E?u-=ptlN3y=q9-M!6izmK+0y=$PE=R!O7o z&({4XXLJSJIM;Y4J3Cg{*wn2VTdAwJ2S)Kp9F)2qDhHD%C1qyx69TsgS*a*Kg-=Vy zpAqO>eW{-`r_KCvbFZOiGealR`iv~(6nvH?P+Q8ai6+9(kd|zSeDAlVhO0s4Cj42s zc%JnY%Xu@D)y*kapryjo3E+XeX*t_@zA&m4rdd(BmOU-ge)0z3e9*(wnw93YGFHLS zE9zF)N(EV#8dpM*0#l%#`ODBR*FM{s#H$;7EupehuEsy2_X_w`*Y1y%JVx&bwBOLc zT^+I{zjt-*Di|s#*2J3fib-f((Lup+LRo5Te1HGgzz~tSh7W2?C#s*sGj%wD&(%cr z@>F+0DrG+>u;qFJt7kbPpRdE`F(F3tX#iDK)8B*op@v_ZR8mU1^@vSNN&V9)BST6WsLY>`!R)j@A1ZWVmp zDPp_jS+v`&J-cP?+3lf4w{sTlzV=yE#Ww_oD-RN`*Kg$j+ULR9Yhk>KZ}BK*8w7q^ z%gw0x4$m7}CR4`t=2b)R*O0q}iXZaqQYf0KjEW!At0s?aV>}3{ z_$fOKbEask__;h>$rH95^*Xl|FT#?8`bYiqOde;+0*0VW1WzHIw!9uTp<;H+>2N>iMpYmxfdq873$PxSH zOW=+X!_>!$xe2}CQCh2cm2V2JU|P?6sPy!xHsejJ8#g9R=kAKe>4l(LISqHAtI<|%27Npk|wh4)L{CAyL1GA%RnvOVoGy7m@N~N2n7Y*})I~fQ#bI_F*%r74&t;&e` zX&*Itfu0W?3jpJRxv-rYzSIBuQ&RccfQka`!(iV8O zxH-Jd6a05)j9qC-te<)PMb21a-=h>S(=pu9*|mg?=kdZy;#P8XlQvxP5RI)qX>0$p2t^L*VFMiSHQ&@30|(xReY@sQ%4<`1I8}GcW?nOox>{^ z@#?|&H_zggB`C4b0>1rNNBp~i^ElNJ|B>7L#P9t2ncMurZGP$WEn)f`*1LFDf~GM2 zHcDs;;vdvF?r6RdZ^ZnEzYC}iDwT(SU872A4aon|Wp~{1m;^>dE>Oc*d~CrBnC3n!{^C8SPX( zUpPC0nDe zT~Rd=*bL!CsiawAu&1Ug3G^TwM+gyyka;IHL$Ub((#SHzweTf(z;9? z+ILQH9^AosRX%kilDvrD;-wSKF40*NMbED}yTWYwTq^Bwr99I~N;@Ubl$x$fUY9;A zoj$p+@FVDBh!#raja(_e%24{R(X$EkBNamu0}SJTeeMXZG0abO>*DOT8je&(_=>yE zirC>z*W^8=jo+*q&tK<$UHIAQN*q@3X$I2OGvnJv$I3AGZ_ya~PYCP6@NI55J-O9r z+0+_Vu&`hO1FI9hF9R(@yX|>~mG;3<+#0sxR=tKk#&(R}Y`a;L&3LbU6t^!F$Ib5euK@PJdEs{YF!)G}R9fRE0eCG>eW-hfi zy;pu4=3wBAnJGEhf;Hk8MQ31!=rDx98usNQ!%&`M5X>VzrK&U@!Wu4suhdT#P z8#6{KXIK-d5vQ27Ci-3IK!n}u1}!8 zShCV%8Z?2srwUFkYo$)lyXVMGO*Gm~a!%3FTaC>nW_69w+| zvwq~%X*1*0V7=?H7-CovMFUm}XcqN3ObQxwGLp5XOOA%PK-iROm0UFmZ0j7X#TS)n zlyc5~O5+qu8K+PjGKy1Xu}|(%k2O&QahE`Rq5fjf&=Nratug2>v@V9Y3*8+g=jz zrY-1gKo3#^F~8T5w4Wo-*`(RGVY_s#`=kSeqO|ZE=w#gMm~?T027)q#rOUY=($eJw zqWqx3QO=5H3i;`RMF-sGA8hvz?(+|J&`~ml>9Ydw_w%(Z8+Y9amy1cR5@T+l2z;$` z`9v3*>GfgKzGYN}J_x&`lQ*bRH@W`!$vr}cjU7}}0IUh+_Wg`iAxoDT@ z(r`c^F_)pU)=Xi_^b$1_QO0l%7%~%`4dbA|U3p{5bkWDN&ZNpz1`CY9Gk!nus0^9T zWMS-}VU6WXJ26-&OqHf^E|`k*s6(#c&9Rqex@0 zF@zz3C;W^q)1l{f^$5w$j>K7okJ4I`hD{BPF)r&myV3%B_4F`CV>pJ9C>{liTc~K- zO#cFclSAfPOGb{0t(h1er_pXz3Rwq@Q#q44S~H5~fF!kKJuB<-@ff}xZhNQp1T6GdG@a8;vJrqapC|I}w&{u04~o&0^NbWzVTHpE9jXVT?^g zYQIcrHuoQp7#2w{e^)OUGwn<XaOu>3E3b_3am=MGA8hnX05qE{x_Gpu_y-I?)MC^@Q-Zd=5!7FCb*9M@;1 zqY3O-gupFTBJjn|^r7nV;dSt`pU>wDRw{4WHUlr^wckVTFtJGD^ySUl$$PcEqtZ;5 zy-bB?t=3hbT8!I1jU*DTLZvTB*{N!~uE0Z!Si54aC1euVS#`>~4Fy$G^~PkHeV>&tnl|N>ePqJ;<30YQF`T-La$rtd&{Eqy1A&= zvrO;&T+}NqrQye!P-l!>$z&yZsI%+jats&4NAQzTJddAZrSms~16C>D7sf{gI+jqI zoN3F@`WQniqmGB}*-d_!lUm?ljb?GdmWw3?zy4zQI6e`@&)_Bcosr2fQzv*rTTrMI z8G5=dHROtrQq`IXuRp^Qt!`ApHpQ6WmxK{{Bjf*<;_B*f@9LIw$U=4_!Fs^gO(MR_UruXk1O&=MiL;F=z zJ)b+hiqA#x3O-+b2KU-l9bbsy$MAwI_pk9t@N+s|5ZE-=n|o)FK_h=^%-|8m7%v}y zeo-Z$3PRwke)pJncDZARo_SQO3;Vo}?w0-o)4b1Wt^ZEK`|3L=eFQF?#OYU>A1Hdjf4Et!Eh;m$}En` z_>s2^g^ZDV%;15aV-K0Ardzq9pSQsZp4&51L&mhXti@aQSPf=kY0EN;>V8*tB+-#V zshBYjWF-&!zCyvVouV=AUSHX~f(@`M1wv?%WsLg$M>XQ5KHqV9^}YbdOZWviUdJ!M z@nXIT*D6ou-0`1CJAmI+d&ye$dmPLCnmC_V!Nh!nqv!ap=X*zYJTi;Mp7<(0x5QWT z*%FL5^OY1=ur}F!32n)qOIV-WatZCpmf$69{0!Fx@XvgBYNhE>^l&dhza>ir1km$=B)?-~-&(1kbQgko%)x23@2ILU8PEg#@p=9=Tl?vJ8A_)_;5 z5O@ytbuV?_KwwDj-NWB3-lC9le~#Dt#_b%p`^FnN-dG+7B{Km?jjcc^to<*V!U!}r zHmabI{Bh@s{g1=IDRL^U8kVW%2|#Z_24fzxH>qLCY(9Ad!S0?}WM4-9cz2IVNLOJ8 z(cKf0JbG}LaJvUfl!%UaQa7BrFZv`cVEW$&f*7>Z5vvGEs-nuK(eJ?mY|l9tU)bd7NItM z!};e}n&u0{y7VF<$rjBkP_77@P}lr_Oz9DtK?K8iK8#0w|9_OpeV%L&Qnp7t*`7c| z@>em}C_d;p)+j!NA6CX3#nbq(DkGyRm}OcRRlyumkPK#7pGH+MYYKXXR*C4X@+|4; zBB5vjvG`BS;-_!m#aVpPjUQQLrS=+dg`V*#eA-*Fj&J!dNQam|6XafF^nJ#gdDM&2 z2d?Ad36}KFUc{^(dKK3WC+oyWk_2vC!>@tm?{`L$^~8ku3-hP(cM*B%4npb3$K`czAsVI=ka&=`#mlAPks;JAC&Dc6Z(CQ|A3nQ!;`2>UuyNi- f#>UreT(a>u_%HGtC-1|Q{t^5VrM-!t$1nUp#c8wk diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$$serializer.class deleted file mode 100644 index 428815c000e3f8b73d9c98affddbb0bb8104f54d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6598 zcmcIp`F9)D75<*K87(%l61ymDhPc67EXNRs$|1$X4#=?$MIkh#l#ZprnOGhfjbxHg zO4`!WLRTnl)0NW2lrB)yCNU{spe-%k|AYR}(?6r`_hv@2B1>6xPIEl-MsK zkS~lc@<&&fr56k>XPnRr3WUJP$)nn$mdI)5Y~rq&qk5(|GC7wo<_z;#qC8bA8hJBe zm_@x{YPrN6x~UhmqMl7xNbR0%j-8P`BLdM{4ixwVhAy8A1p$G;Zo@Q+dj!1QJqIID z5e&hPkbtjv#IOX$nq;+Fb7VSLR*o)^>29Dh-OS{(1~oe_KlH*#lY5W!92D3(nJ>&H zj_Spkf@YXjLNm>L(LNe0F`X|?mvTAsrPzDw1r==q*E%{(99^7WKfaV%EO5P%u@r0) zXwMwcGjlG1yS0Kguk)M*ZtSjO8S5vNmPBUBSOo3p2w^kcC*WVyawT0wTp*OytxUmK zDCSA)<_7v%pJOE)V;ZZh8j0X4Tpff5*9dH@Zw$5iRdAg^>x@2YnB=dNkM zxP4Cpo-2Fq&Cf67Eu*NH4>yAAaYGoL*eWpGoIfadzd*+$1yb!w>$!)z9PfTmdbhyy z-Obw1Wy{iF!G$$OTeuP3A#6jB0MV%)iZoQ8f(EfK^WqNT?x$ea|KA_VvPpmVKp3|m zNhH!T8QrqFX7yrM=7^E2iXB#0W`RMVyXUZLbcspr#BsX+ZrmzuiBNvYwp0=GHi4L< zpS1pPiGhzXFL&Gy3in5FJNAY#iZOvUXVPTeoE^{U^PEUCXmolPwEk4jL1a7^nuao zz2gFxkt=PWMX&fM9t`3Ed`w`VMt>LKNx@9TDO_!(%&dM)ph=ibMUaIq74(omUwxCk z*PJu+kC^)mJ(nFnmeChvDyiTI)3NT9lb;<8!N8m(L$v-+cWR;*5--Cps*TV+#VWHb z_gtRd>d~w(Y$Zc3C&sp$?#-K)os8rQQ(9q;S)e1gDZwp&2?1)%jTH@Z;tS!D0_I;; z8MdPX1;n}5^8r`EqCg8#iVj}M+=dBN^@Y9ArZTCoMR~@kb%?L6E%ui+M(qgnT++nd zy|Q??zCL$V1Qk5i5K${9CIi4a4+t<@<5f|6K8Nzco#Y(YgFp?Fu`2`iL~&qTrvgEH)?_yH?CTeMVG#Sd9=6-uW3{4qauS>>x(l0~4b^=1E0 z875t`N{s0X1wA7RclwRul4ZJcfOT=Fb=)i-(JkH!WIGvGb1VcURCiiO@}*q1lci?o zjNVzYAuAG!Z+$eBoYHVzrNljaM(v)7*vRYB&pl5#3%Nq@k zdIkmpK|^QhjCC)&3D&3-u?bs9NKt;|&4dD3&` z>d7HB=8Jg-J%i%*pz3-1g@8}>Mtu|QQU8`mOpOI%9@RUj32|`zo#wQ#x}-PDp}a#Q#VC7zx`sMU2;Cu^fk>u)iq7y^10#} zH9jFPcc@(Ia%%%fse(sN3_H%U-KjFe=k2|-CRkotFjnw3BfKFVhEeFoR=<$Z~SqI^cn9n_fAa>fDq61Za0F!kxu{ES|3d%9|A zRqip)BifQKYMHqyZNXg@OdGSNePhPTGiCBtYi~}oES)1f$mshFxnXGCb7<@C zUI#aD9o<13^Hb{z+qeWae*b}H9AFz|yG7n;)by#G%R4IezRMX~+4A7v?>&R?ulOPG zN4_IYC)*bOYLi&aWpcqByxbD#>5IkA;>!Nm7QUBp?R4Mv6?A!!^!3Mm+s~qx?-dMs zAc=bLC%z^AMxdjcMC2x&Bt=5*Ci1HdJM4{nD9sROzsKQ@%akVSjK}KqOU>42on(B*P*Z>FZy?2$^d+iw`DS<1H%~7dVBd<1PK( z6{Nh_6=?VSP7eFo;fuHWhE{Nwz$!izS66VapI`SS)poz%nc-i-VK0)wcE93u1e}gg zyFaQrJ<2jPxjgJH&m_Yfj5>p)Dc48X)5)GC{QH_y_!qZc!K??vzINYBloxn+jsMt6 zefRMhZ@ zIbJK)TK_p1huVE-kb9HEE137-9JU>5_jd&1YCISZ#l!K4ID>^(D2Nw-=KBeR*6WQM^MBk>aO`EUVyhf|PB*M0}N*@Z)TBW6S z&=zTCWlQDPPCU%jL<(B%VLq2+HK8_~z@v_Z z<3adrC)r86os0%v$0w%xz03G?y5HC58fm)Uzl_hN`vdk{o>97AwZG+Nj^{~P;L75- z_D*->zu0p=UM)#%$?c_=hI;$@SF!Cho?iFoYO0PehsqkFua|u}L|^^_ zJfwOPzUWd-k}ql$f!@B;_;P(dZJqN390-z_=IC6-S1Rar)J8vG`W!rm&fu%B;@NX} z?ojL-%XoGbN;Gf=-`d|B`;PB4p6`vl;50w-+P{9{G%q^MOZM0*tXFZZ1A}G63Q=!U zL@Yo4N{+Ws8xJ6Zx1x--goW2|?l3wm{MN$j7KSXS7XKFjCoH^S l;Y|yVTDZx=P74oPXtg`rEbOolw{Vq(t1TR}aNNS`{{Z?>i<|%e diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent$Companion.class deleted file mode 100644 index b9d21aa8c7ef4e62f59f5a8b29c1869b37dd73fc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1535 zcmbtU%}-N75dZCarC(Gj1rhKQsR}5(f{G?pA{0!jr6xkSa4<_*>eAPJWOv)3Cr1wqy0RiUi$DuEW> zj^MUIydG=|-&-s$hPGD?wW4*PSDGYb3qgI4D;cO57(;rOH@W9?RrOwO?TU(x!DWa( zmP*kV?r}Exzv+hY{g;w16mc^He%A8qY*BPA;13Is6!8 z)Tc8feh)RnU}p!kr+xkHo-i{tOOsommB5fG1r_dZaGJa=U#y3Op|2#BC^za`LU%NY zHCa{dRl;zI_J@^qQB+N7BmovrCW0YVR7&WA&y5kZ8Io&3Ls!Hz8O9yyAUFQNVU}7b z68b0I@F^Y+>jVnH`Fb zc0@p&g2y`Wxwg+a-0OIq2hxmkxJaSG9Hxmo#KRnhPjVPKQg(un86y}aR~PrmIYZVo z?%*zka)?ip^#SP}%wV2)fjln}=JF=oBCZs1wTNrDP8?%J+`#xIm_ZgdHxW0q8*$5^ P#~^CZYjE3O!eH_jk<^`9 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentRunErrorEvent.class deleted file mode 100644 index bc279a796701fe19deb9eb4f9363b665dc269fdf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 9607 zcmcgx3w&EwdH)|-*2_w)D0UjhN$a|*Ys-$6q=B}vljc#UQDQq;>^4oq7H;HgTd^KS zS8|(d>oVA28)GoG6o!oo9PAUmPuE zG6M>JEs5kr00D&?XY$2NI+r*1n%oj$C!i-rM=(#_PMr;bfiyIW8ONARo0Bu2duqBL$-P)?KV|a}+4i8H zGo}qbl`c-}xM?s0)&v{}%ZOQ=&QBaMauXTTiVf%UGo{%&!Q3UHs)^$lX3aXo&$z}{ zM7o57Lq;YumM)qDVGLs=gkuj7;y2|6lldiJ6wDz(wPMCDtLVWn&LJfskuj<97x zrNGkRY1KlgadtcYKb)}4LfXirFX{p&Vdhf#2^LR@LlQDAt~w+T=6@%r)J~W%tyCdB zOMkEuV;a>x6$onv(q2wRQu`d8%Z^E@l%l{wi%cmzv6`q=rwUw-tgkm8Vay;SwNF-I zLo79&&P>?crZ1WW8qfMOWj2S6ix=o(dCW=?^Ckt>#Zvp#3T{~n{UE-L`m<@f$xz13 zGI=Q+E!S+d$X-1Z4 zu0E76!9}TkE50p=i}-eh-uhB23td|)nPD|F#X$TW3T=+W%H~Y3tjO)5*C@9&(BKZs zWe2B_zY}j3A-_doi#44uWhRESJ2{j&#Ww5O*G6CuL&$gIt+K+~!WcwCa^d%~c(E8M z7~1ls;%td_vvV2eUDgK0J#8h6H!JL32EnV^ox(1P#d|_T`Cb}R{rMGfoye4?(z&6BQ|7GR z6CdL)|8d%Xak`LyXe4b}OfQGiCS9RCMB%RPWO?7TrqCvF>__oqA-oSiu5jsVHMbQw zThS0?XY+o^5bEEt;{gBJs@6ED}|9^5(FPU>XuCAO(> z_cGe9Xln(YmL`Wa5a`EGDeV24gzCq$3fs=sCfwLrBbU!z$mUDdS%q7dHR@w!_E^AZ zR{G_Ts^6}m`pc~J+o7o6(M*4JDC!qY1@KYE(>WtkGMSz4?(R8L>#1dAtBGr2Jcs8) zcm^M5HQ}z_hjOLtfFD;Bx>gXIjI_kH=IL4~eJo(_+2z9`*9u4KRQF4kTrMcMxWIU&hZ%`SuI+R~Hw4{Gvj;3ot%S$xnG^&f*ji5&U`>KZB1*X8%p@ z*M2L4k0^95ZjGD`;;@lDH(_vpX-t-Pr@yO%O$DIvIkzcPZ7jcTJJKqwwK=@%qrId% z9anwUbKU1o&R5qi_V@7zA^aZxkW%?0I;TB=vZ+J^ecU=(%IQ-yD{TI)uN(=N0a)a*e@d zLbS{G23=*3V;B1d_A#Qhx{2WCO6OI=W6R(y2L@-)x}iK>>}J9!8l39M&NXmD?vaO* z2gRgj2!A*&J!Uk|#7^aDUbyr?$g|m_e+!pFp2+%;Ct!Cy0WbT3kOl|!ivy)6;{)sX zvB~}@us{R*0$;?Xhj|0n-WJ%raH(VaF3%3N$J4j{U{BN+@oe$zXyDuHyc_xUMFRm( z#4nI*AMkktfk^P+eSru^g$QfnJIwdGXdtqFi+8iy(ae@dw;I^;R$7g^MQp?+CI@BP|4KS{8w=8mP%y1a6AlaI(b~@dMW$^)7zc9BH}sw69;x zf(NR1tRnc<+r}#~vnJQZl07?1Z?{i6YA=aamu~&|U%InhYPC31^s%sjto|A9joO(6 zq(n>R=F(Q0yT${H*EviqW9g}!zQrOQ`*5mxm{(DwrR+JgFfM*1XEynik-6XCK??g0 zFjkAVa-~zXz&f6Xq-I8pS!Y_CGwuF5#DtT%oLSIk`BH_1#`2{?$~>GF8X^bt`J%-Q z@vMEuXkjNahL;}eLz|>C%J&uB<2?}HQMs*I0^_~S5*V*zmcV#1Qv=%~Cmvk!E5z-= z-|Dp_XZ;=fvR(_v^VlCAY8rT)UmE$|-5U+gqq#4-fzR#HjeNFwqpf_!)eG1h@4bxn zc;97gi*LV-j(D5*GCDuTc^+OH0$Vh1Go)_{w_uvL8);rhoX72$R35=@ufcCI_M~s~ zEG^;G9wYooWZNy*P4McN*XAX;LiUnpMA*1ht}Xd@oNXD^+1eNhJn|SeMm_WBy$W74 zoSw()_ITsHecRi-FW?TFXi-N4)Mh<9soh zKgx#9v`+)4G=pJ#fWx3$y&G^>T}0bz5lyd%Xb%SJP}EV2D7^wA?se)?)LDz@{0fLR zU~dJ{EwwUID^A{5ce0kt%9HP|$ils{mc`1G_t#xn^S|cw}umi3*N z;5l73Jdv)A-S&pAiZ^ssyrHY&4PA2is=cAh_6B#%SjjVjID~r~&lq<+W3aW+OUDR^ z4G*_AHahKXBdv{or`<8?cu$anI?FzD1&3|Y?GWY-H#M!JvhS_Pa5vpYhDxW?{_<=^ zzMF_3fF67^zC{zZ(^*pCEZ*pN(7QQCV$G>|?~`csKHK|gcpgV%!?V2$@QldXef-VC z)IeFE{cWy(2m2kaekc2#<-S*l@hFklI{5s7FQdf|Pjhp#b_$`7D_8V?iZN%3>L7N_`d4+sOgq(-iF7}%;7RbBa?91pcx6m`z0K1->=r|pt)XC zWa21;<^wP_V;we?c)JtkEqp)Tp;chv2k=gEBkm$`^E^3}`28+N>#qn7kY#vX<+dJC4ZNV4tfp}Y^B%(H-WTG}dQ&D@QSc6tiI zcw4|pQ#K2oXlVTk?m&>rP+mWt@#B>KKck;N%@AM3+g+sdUWd0gASm=zls1kJI_5Qw z58)@ZO2_deC__C?5}a^5u3g%vTjJ7^rN*^O2XyOcd>E`=WoPNgBBpTx;poTaad`nR z%;S@`7m1gN^qOGOK0bw?b!KeUG6uXfi|UbpNmp3Fr=5`}9ACZjC0swv#Qt;7<1-Q8 zC-K>1@dh;(CxTyl5q}QM<8Q{|jfD94^Ya(r?|Br&9F&%kLkH8e@YYGZ7kQ`mMQT-C zOWxP{ewk8u24BLL_qQqG+=KtqHt-3y{+|6WP)7f71`SF4V-o+A#6RO-_{P5`@o)I| zGf)=(1OIsj2@5d`|79Uy;lC|JEJQ6HxuM14=^lI*KB(az($6O?JZ0f&3m>-dE(>>B zGW{+Kdn^oC7__k0!afUkTi9>mfQ7Sq)}(%pTe#Q4jBdZ3=4;^{G+hhtv@mVqixytC Z@IOj47bOQLDEB1(m{$KA_-*{oR{>+SP*wl{ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$$serializer.class deleted file mode 100644 index 7b1b24690a273bcab24164798e719528c6720cfd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6345 zcmcIo`+FQ!8Gg^+X0p3UH`^w53)Dbk$*tKm(6l6NAtWhmNCJ{lY^&DE?lhTZcQ)+o zrY(X*MNvQ$?|4H|3E~Y~Z5k>N3o7!nKls-e-!n72*=~1x+2=7&=A7Ac`EKX?-t&F) z(SP557r+60BrvQQ@%e0aHm=R;X5NY?vpGF}QrGeY_L*!-PsfK7!*XsqujTT3YHX43 z?d_JHGqkkvq@GhC1fH2Vr7ddlv}Vr6AD%g-C-XxS^VxjbFwew`OSQa_HRFbv*K?+p zjz6HAdQKz7=@O~^6Lm>5bZ|%@QYnA}pFsc33!xw&5ZG^+M*g6Hx1;k&7%Ccq@FOVT z%g-5>z({?PmfMXoHxx~y3(R!XFqm#8vnhji9g{D5Zm2%iL!Czic1&b*v++}UekP|G zrWMyrGn=>1#fnd5^HYU%nqnz7OFgHeSzx3pCB>vxZ6e3P~9V0<*PF=bG$0Ysg&U zIg-sRWGy4F7tc0~+i^z-ZP+2Or>W4tpVreS+nvBZAp=|B)s8y7=cYBO zvEkbGq9@#mjv#iTQ-HWs4M1udPeHdpST|E;=eD=LbE6!)&>KPz;sUiulmsarp1|HZ ztt$|sVTw2?pk0^esP2G4XWbl?ltV(rp6dsP%TB@G|9>nLRg7)=LUK zU!OuX5TJ$>LszR*Rm(>)ElqS-V6Xxo-K<6CFqsT9jSL-z;1@sSWHXb_&-TM-7jy-@ z3^%(f+qY0j*+hNHmdoniYhio}N2RRCO3vhRNth}94AG)4R-K73K8?>v!k-oBu71>y zne%4$w0X$T)2XpDNqs@)UJ5?P1g0b5WHd8DXh=#j#JCST662LfaufC}KRj3avg5p& zk?QJ{lEz}LXglyo*0k&^I-8r+a`Q}$9L-M3u%EpF;2w2Bv}T@ot%y}{>WZw>(NaO0 z>BE&!q`(wtWcf5VJ zS4L1lp(fUpPE11Mh71Z$6Uq`((}#zrM#hNDHEd90J5l{Co@~Gwe7+{Cm$o_wQqKEn zf!)_*Sh>q)`Ah@8fF*$gwIcSaT%gST-Fis+W)n6AnT>v#fN=E!f&JGdU-Z~=xN+%+ zaTo5E)Ssh;_a|9;v4D}kgVJb?G7Ek|;9&JrEg9{Rbb*;~MQyg>w+g;tC#Jo!X6$uR z%U+pU_PS`%YuAjuRcb~R-xL@xuLvAd*Hb7Cxfu3x5HI1|ETr-V(LS$b7F2wfg@cw# zl>oi93d>{iFuso;$n8JmW$RuQ@@i1=BUV7RW{H%FpRgjy6-@d1GiH~TduL9u#8L5c zSu4qUSWdsj8^v|5_^7^+)048eWgsaob!G;KSvoHy0O8>Uk}tTw>`8}vk)H{Llerz1`$SE;3y z>if@mwyrJpt5ILn)92|E_cy4X%dZ7|syE^rZ;AM~g`;XT5cR0uKBX_f8BatVZ;CW* z&Vs<&jSm+AgmF3=zUB3!0@lKbH%e>ItVt=BM zLssuR^U+%#Eiix0=m~StunZ=4!y8pU_m1$Rg2bb2QcEAvnEr9aVc7_5nlMa#s*st{ zbM8ocC9P7me+AJ-ek@APPihP9wuWhA*0jGVF@_Q*Km3fOHOtcZB_%kWE##8=Awx0@ zZUhcp-Q{)UDybv831)s;U11-S=*IW==*0o{5%$|;-Cr@LaxK5(aCD6;cChEc!QZul z(4Y7s@He($XOMj(e>F?M=C(Dy&%;ZWKxcO}dJ$WDqTAS>!}h7}U8`vKV9?hS^XG9mVocx_ zEX5joysJofu{Y4-_bme286hFLDa?^Jjx6Ipx4nXYliw;%crf5=@x4hUacP}@?4^yn z_{8~)@R{TD6rY#*yzV`?y#B#evM;Z{b$#)d*I(eGD>YbNKh3cUC6?D`I9Q>_^76bp+L%)LeFz4(Cbvk0!^0-ET$ z3ic@=1Ph;n#}#DC{)ZK0fpy$dzEIR$=-b@BdCQh9>vZoMB5b>*43+@hQu=)>osRxg zbVfvbxX!+TuDf4A4< z%QcA%Gp@hH9c!F>knCkR2D`d@*0A#ep4|xCa;i?y28$MAP#1$X$e{fSJfwOTzUopP zq+GNp0$tq~@U`l4+BWA2I9MaW%dxqNua{uzlnryh)FpV1uHgCec<~ZmIvV}fIlQ~uf%+P_|Px?ecmFYUQC%%8`02k(l|6r|lI2~B?dgAzw= z$#>%Ih`{6cE8e*;2FHe8{FCz@yo(Rn1OMXlG=Kk!&#x`Kj%6Kh;5T@alzw|0-UNP^ z!0!|I1OCV!ZzTwc=Z-^IIFCOcN2`UuSh!%J--2rKTR3tSRxDh!U|G1!!X68Tg(iEj V*}`rMF$=d?xYfdfg(obm{tsIZFnj<2 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStartedEvent$Companion.class deleted file mode 100644 index 629c3c24951c720c0bb74ef783d679ea2ee21bf0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1528 zcmbtUOHWfl6#nMk(ic@qLFC~JDGDguf+7nLQwt{5QWHzqkZ6W>s6%h(k~`A|U9s|q zxN@m(Ok9|Tr9aAeZYht%g;+Op<~+V{&di*1e*XIY1HfY}F+AbYsd--2;Z>oGcFLYF zoL#|9gJj*S2-nHxvw^QN)XxuGPT z7p2oM0=>RS+)8)ZEw9o669vz&I(x$G_*^ROaHTxc&O|#!&lDT3OHtYGuAe@+n(!m& zV~FO9rOj+Hx6Y93F6Z<)%H;(5k%}RS0fzCvzGehh80M!s&+hCs>yA`L_=>yEn%LzH z*W^5}XTT%O1Aw%mhdi22_ZXGUI8TK?5wT?c9 zLs2VfKTjk>qtR3-Wo5#do}*7;x`V5j-peZKi_U+B4-p`OjrEMQ0#yfSyUI5pjlD>j3Lp|2p7C^qUl!tYpO zC0SMN8Nx93s-cXmi@a(|EeVi4>js8IUMb<{T&}gCnGi2|4Zkd&$$)pHgWUQ9hj}WX zQ1Gj;X-A`l9^WBtBKT&KJu}}B{X!dt46TV{BVve?){kDY*loak2N3y+!4`%-liMP8 zv>AcbbMQz9zR-@jga@6d%RrJ*4p)gP$YGYGMKZ`?_$-H^V`GPe+!(9SO!iI??1wn7 zr8~^wRMt%HwCOoZs|0-Ascg#HEU>4w?}#yB#L`A~BsOT}Q`wQO`C;0w6Ik7s%a6p4 znAYLEk;=-Lk`e(g><@0z^_D&CpBmSmyYGEbSfJ=GLea;vX+_88tGU( z%bdtmLi!ODs85WVi7|)3J|k~rOqwWgxtsaDhmV*Es{-?F*M$(mf*@+JP@px;a<4uC^izd7DOTkBtxEa)EHS zV5|FrWY)(C1Zgi7tns9PMuYwAZ34B-gUj3OnJOOnb1;$1jOViCd+XeT_3ptH?!gA~ zkwk9%sK9M*?k>vGZS(fF5VI0V+JPbP>DGBtnrW8#VdAc3MT5}lm} z1q*Dikds@Tw6;lftWZgY0qHV2kDUawNwjI$DG-@TzNzd)Zp?IYFlCp7VeK?Hy&Uyp zm%t?%W6ZSC2U6CkNvH?7fJa+i@!rcD{?%jL!j;}ue)OHb1l4jmmg zD@;G+nqSiE3<-LSbb2slnO!05#-1SJ=&SXiU*JYJqZjF_Q@c8Zc(c7>s;c|QP@{$< z4J9eqt6JOQ0($v$KZZiskHH|W1=THI-jtNn1q4m@nNKblX;N&(z`ucvcCIQ%CC)gU zHYo>dM&9gYQgarnqAqU;;fZ(>CzYG1Q01&qE^_Wd;!LFUc}t!&92qpz!x80n@+NK^ z1n!x4?AZzQ)|fQ&DI=Xarpk8A%qDV4Y6@aKoS`Ib+RGR!cTQ3+Uyw9qBA*&3zm>5; zMQTS0LnV?}FJ^PD_`4@E)Ye$31nDa{CDVDzQK7q;jjjK;93c#2giHOXz@kWEG?h-; z(x#4?dGeiwhl*nM8OM%NC>+5Umws{vYWKL~DOcRA9Qu(JSgbyqwzK!9%?#BFf!)Ox zrJUF~t>8|NPV{g+8^@DtkOR3~qa4i@(n;IW&Sp;ABXHIH_G}~Pwou?5CPLVVPEM+~ zQW=xv!xVJ6f;Ct47u(+p3NVhQ7vaT0 zybv!DIB~I_HHTz#dIUG9FXLSGa;hrQG_z|30#=H=*)lTYRP=TW)HuG)zAVsPZtn|; z1Udi|J*l#j3T&Ch+9hkvA(OzyG9SMH2K~58VADk@)sNQ-EWfEd?MH4hvbpThOs*iQ zfL}JNQ|~E?M`cur(#bafopvGbEQ-=;XPr*RGM&@2PA6MR!y71dP8jKeNi}CnYullV zFM~`y?gSNMbr(XtBK0R* z$~@~lQyuq5Mphkf?+@Z6UjYP4ILgW8hPhC(ls`}5G`A2BQnb2c@Z%wYCKqC8l=Pk) zG=@#S8q5b}RJy-cH8UaY5m zw6}Dhe5QR?Yu%Rz&R5ro=acwU5TC%ONh_bB(6lFzZc4d8U33i>vg#^C#&$Z;TGIOG z@cA$VzCiWSWloN!FHxVAran@juh@Ml|D9pFqFuSSuCz%pqHOOE;VbxR5MRdE1g@DD z7~QiZXjkNQyZRf)FE)2=rhHcKW`Y`gRaFTenT2LCEjY)fMaAXpH%Y@XXsIVNQAI~P z4?hGyNKIml@VBOTMD@&*TqivKGbi>1Jxe|6cjiRUqc044G#|aSpc)3$ize`h=V>AO zSYv-=oK{6+#!t~u)4bZ*=W0vOoLJGm-m_M0^hDdYw}pMWr_r;vir!x5U9H}l=Fxo& zoqdzftNC?p`?Z=*vjT(*(z}MYZnsaQBV~@-V#(@f_x>YRzbQ$chT;E zehKfh>#^rl5xmp|H@M)&61+}tBKXXS^~|DTUO|d|1t|d(qy!+sV)tTw87*4AUehmC z+c)oe>~`L61!02(3xZeLTM&GizKY=0>wS8J-n5lZzl?wudS6cO)?I?Q_h@bV7ugKZ zh>g?e)x!E>LMmRSkaY^F*qTDt6SB@$@%3kK_fCCSqAx!Cc3%g(1KpjS&-H1gBcx#W zs&Tc$G_q^+8vBr4erI2-*ylbc`0*VF*^J-(RCp=X7TJqN~Y)< zVcXONI@OcG)JRtSVSwn^*BiBcbiF@N$Q(BFLmWSRU64x{>FW$S#M9V8M#|}yF43oL zuz=3uiLriT+*#J(EW54(Gog4kYv$EOEcYJ4!CWDqFn6Yy2Yq`kXGyyG8n^GEB;A#I zsQ(0fXy7tN`u&|6(Um*B!+bG514mcnGjMcSJ_ASB=4H4>K5f&EzbD!rd_(QUwd$KR z=KbnuKHb?8<_|Qwi{91r-q0QnOro|UyojD_!i(wI;0@Q)D=Hqu(rEiBG(|g3VR>}T zDKtkLyr;18{j|=5Khm>N$+iQRVk=f-8(Og)YtVx$=mPOiOx@lCtLQ8L+u+E|5KHP& zIF^qy+6Mk(0BP*c1UGnzU1od6Q)e+Egl94K63nw!)mQ7<@jJ0N?3qOLAx@45C$V9p zH`?B@rosCl9&a=K7n)lIu~cy%R@T`8?mh88Cp+)gz|WCSP#x6@|Kdo&Zf+S&W&}*kQBIG2??bR8zBnX!n+MxPiil!($1Prr&bY&%AlREQD5x6uy22PwKZ9js$&r*WXWNpBuyss!I$95lNJEA7F3w8+-)5+b0X z4cFtKVr-qWrN9k1MBi8~ub?;Qngh}Hx1rj5U;Cr*+=c3@``XXI)6aW%&~FkqDF|3;l3p4!@46%@=L?Od||0T?(;oU&E@oN8_a z^ado5beKI$8fIoQ(KGP2cT6I6KQaf}J5)k?2-1u84j=RAzrWB%r?x)ZhS9U4zjOF2tj{tH{1wu*%+T`p9-Y^EgHLw4J&L|S3< zhht8H&)_L|s#1OiPs4GN)LA)Z`P|YQ%!N)bI!B0h~NndgNE-Fpa1){oiF9Oj9%_&f}2&+(4 z|6fY!0WyQ|`f;}(*Sh|{j*|N{*{&wpu5o0$5dr3}WUe8+(s8UIyb7;Y#vH=!c#SF} zLn@d#Eexq(_9=*ind{S#3T90~caT*AdLy4D9bH5eEg%$r<0RgC2KP?l-FEzNk!9`G zU^98fd+=Uo#WH&HKQB4N^qC;;HHyCXJ2Uq=QF_%QIC+pt`U591srx>NhxbIQ#9)*N zoOu{u1SawI!DuyMeDw3vPov*SWY`^q(vial(fb?W8p-mv5#PTctDdCyDU$SV{2IU6 z+JL{)cMpE6Y=4@dZ_)VMr0MS*LRB2!jpKW9d>=ocH+~q$kMQF|5E4JZPY+>@#A=D3 zNoW#3m(V4`5_OWU@Zghpr9!?+J#UwIjl>-icS<~6;!255iK`^8me?rKCDARhNn*3a z7Kt0w5<@-rOY}+%EBKhiQzV`$@id9!5($Z4NSu=RCH_G?hl%$AlKvWemZUw4kK$wh E1M-x9-v9sr diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$$serializer.class deleted file mode 100644 index 84b8641aba6ca588248a727665442095c0aaa2c5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6665 zcmcIp`+pQy760CS&182IHVcU?^bty=d65mF1l$B9B%y3bQe-IzsCBYCB$Ld}raQBN z&?2bSR_a@8Me7S6!TM+oN=UJ70JXKg^&jvD{|@81GqVqto$$yjCuslF_KeN(oZnwma`&i86L8H8l9L<7ne1z8Ce>yBy|C+ z8S0Yba&poZa6rmRX_?la;nAiFh$*fdp^gkB#e%3qy&r4vJ_hf!q~>H15e9!s){|Lf z%E*wc#~l1r?4w65ko6ZvbqBE?4^+X02N^b121mJ{1w719Gb)cM8tIoy@?c>Yb6Tcl zr*C%9xiDv6COwtW6+_N1au6HvNB|Ak$gpc=aU$UT4D~0oB)u^qt0x*Q7I=!Y0K=uG zmE!51ZF3l~yax#zkD|$sO=xByHmk%oj_wrD$`F*bRLM$izrU3vJvO5~fHp)KoJ159 z$uB3v?v=WkAwV9=vnRvE9VhRXEy8GC`P4$nk|ko>odd|8SHSlFf4t;v0Cpfo zOeH0gvaUCd$wp&xTv1E*9KA6)MVm%b^Kl!5(IM&d4ADamc5-YH_1`tN3TEzR2wVP1 z$WP~J!=$}ZoiR6&V?pdeUjV)6XQ;J04P~^k0aZ>@M}{3vtGH}5#G40$*o()x;C%!P zo0_>T0tOjGGW{^8Plh#3&9`%J5JMOaU_V9}Hdl_N{sPv_Z6Ti+2spqH$y;k>1=6T0 z7YsUoe+D^lf`b;_x0_Va%7aL77ad}Vm2s$@{qS5Uou))3O@JX@jPA9vqG9W2vpBCDx^Q%QM>C!Yc)DRFCxTbW$i4;300L%jWNQ+%+T z6z>5MrSP-YuLO|yQd8NS;zHSUZ-!uBM$^qiB$FMMvXhhvT9!S{iHi~=CoC2=qkelo zaLkXF;~W7wN{4QxO#vqvs)=hTObhv07ZFZnvz8OjQ~7ePrk$op)a56O{dr)L9~heN zs$)+JKQe5ntX+vf0iST>#lqTf8ZYV~;2Z_6gW(Qi%&_}Z6+VeiGiiZ1=pCR%m|L231VV@HUO3dqaTA0c%e>`BrYln!wGx1W<*HP89KPAPO{ z?-my3fSRK`zwD4&M74l#m}z)BKSj4&`ExtZpWAKLXg5#M?aQ5_MSPP^;-v?nJW{0aFkxwY4MbZA5+#$oMT=IjL>0D#4H_>v$CF34G}-(Cq#Zhz`Op8_DCE4(SCU< zD<}DBpTbSBg;TC`hz`*W`iy3b%Q~5nYM`w~rBfnj>jr&1lT%X-bPjD8l^b$8Z&pZ* z!BZ)(N)xG+d6Z8s0bA*hdhIIA@90iSPc8ZF45f~boi*n6%q$)LRIUicc(Apr!p{D9|}@g zO}}fXTt#Jww;!wx)lwOzQ6j0Z&Lgf4t+{c@SI0H)T=5-Gd&wP-^BKDkFO@LKxKB4a zP+%#w5a6s3+H4&`1Gmh*?Y=TK0l%Zoo&%UtUOOnw%PU@`w@*^4z5Za1QuDMN*QOO+ zq12|gcBZx3>&vp1VtwURg-Mr*= zfyxM{JNkZ?;OwI^MCCeu?NL@IQeV2*qS`-FkBwB)!ok}zkHD|!gW)}T2dzpftLaxQ zXK)(E2Ta0EQv%Jc;qX>MZHQZ%s zG3?pp?($Y`_pzABVpS~WXR!c_1zXz|&`ru!U&RMwHIeEC3@}{4i;?O!_X6T>Z1>f9 zJ?FZ-RN;x#csdvG1j8ae6cHEjq?f*q#KbzU*XrS2z;QQXRdrs$s_h6)JyH< zW-YZ{gL<^iGmp&M)VzQx7p`H`(K>IvFCs>&BK}Aq5@hqxUnfJ{_zS(CgMSIvQA3Cp zutUH!!P6t)h=3C%f4u@u0ZWLLc4UqnJ*yj6uX%XQ5~2RC1e<8(G2|n(@^GjpEE3G} zNTsiBFsQvW);LxL9!wmowV1(a8pI>!5vt=M=AkIzhL%Q{#}-*Cs20!QSqtHi;W2}x zn{Yc6^1X?(!)@+4JeO$mwAvs|w0Q|@i8i14w$|wERh&<>iDnI-(uzNB5p0XB0PnV^ z|Et;OOsPGgUJCjbX#_W6A1T3O)!)+Ewuntv@P%SjmrAuF+Mo9mMSMP@{S?t(go~tZ z#g}ZUG180t3SUd>6?~<#o~Gw%9V{Z^%w~CBB=F}sY{KL~VB{KHN9Xai%XsM;UOpPW zFo%~GA%uMMcx8V}_`9AfxY!c@kyZS}ZT`As6|Y*w&&{?)Okc)B78&Mw%TInACf@Sm zZ=`Y9)O-_eh8T|E_xQu^2rM7E@po!>;T`;gO5mULoT1;ppy!u5Uc>7$G2$F9lcZlC zhdYkn#Bn8#d0eFu3vs-GYsbNK{1$H>N4<`>biA#jQ-`S2e;D8y9g8}y>v&ejRvp`P a7&>aq%32*;bVPKl*YSXk86Br}-1r|Zp{(x! diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent$Companion.class deleted file mode 100644 index b1f50614f13f43c79116bf035cda3cba808ddbeb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1591 zcmb_cOHWfl6#nMk(ic@qLFD0^qJY9J_*#HOED(#OCYG>aVTN`nLvQDjJJSYSvGP~A za^+Ipn7A+vOMjH{+)^Hi3o&&wXXc#qeRF2c(%zSlAelyF(h|+gF7x)73cNV zt|*xZY=-bWLCgY!JwCCKKo`Psgb-l}nH{MaR`dTWh&hJ17QW=Jd?$Q{vGIv~)ibVC z`_74;8;aI>RXlYgP~{?i^Bsmcw?H?I<~_gS>eQxd98N% zA?cIH3O|A#hG?!(Twg3?ml^UMz9M~&doF=qq+&>-kKy)TKRSXd3^U{Hj5xcEnj@7F zzT&R4B({0oHCaz-qdi35NY#z>9 z8TKL;wT?c9Ls2VfuO^bA;bc4)aCN>pt%7si3zR z7CNh~2quZ~ToEwDPKN+Pe|vVcro;Ndp3u`(L!F+bQNobQdnN8}aO%)4SF8sMLr-2R zQK;9pgx}W0in5|wBZy(-OL)%}uKkpb^e z8@cfZ4l`6zp&-w&X-5Nz(&5l)G)O$juE}qRexVIRhStQf5;4T-)QfJ?*e$?J8xZ-5 z{w4-Kli4D6v>1U8=irexe75Ct2@l&|mw_as7_Jgk5W^Hni)0YP;8_d<$I3PdnK6W6 za<%b@oKs{?;yxY_l|^!jtdB`=VH!_JX32AeFxNI==WsoT8#&y>Et0sM!ySxnf@!2N Ywuz{w8H&3aT^eDHZjE~y;~Epc0e&g8djJ3c diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyFinishedEvent.class deleted file mode 100644 index 11a48a304d20708696ba8459cfd6d04091d6c306..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 9364 zcmb_i34C0|dH>I9wU^e`O0tY~7|FH(X(emHH~}o#U>g~)Ey=DWaKNSP{p(jP1E~6()+&CyG;uHfAik1o>nUfTj6Kz z%zQKR&3Av_%;QUMz4AJM-O8h|$4JGdbGgZwF==KCRxFXro3RPgC=}Uda!E5C+Z*32 zb7O_PQ7|XZ97ttT)|8nXnkCQ=rSPuRaolN6q_Sr6fQ{JMTBG0_B(}mHg~Q#$r;S-7 zmNv4JF&>r5P7Yihq~{)mZNs_zWbCwAIF&b2Su18_v$=v%Naffc%@szA>GXg?*Gj9n z#5k2UxvVx{%*K-e1Qo8G&K1(BZ0z)GCYH(;%zV~J$KqKb*GeTUKk5{k6H{hl+BxN@ zkvB3X7b@J~=J3d=(`KSjg~OhE!dQp(A%sz{5Vjnlj}l7&4GMl!#4hACDcsaOT#Xy1magJmSr@1%$!J5O*9)nu2a}JX%>#; z_vdNE=3#9J`_qO+=A&-PHEf`#L_*%i5j$+d!?*$6AzY6hT8g8*#Y_C?RanQP#!{J? zv?-cb*wEcmOtu1#*c#v*JO-o(*_?;6{d8^GMI-H zKIJwN2g`_An93y&8rfvpv>3f})5V!8G1MivMH|P@%$QY{pKz@&3wj9$`;ByZELAWE z!Z?J(A;d9U@56|~{cb|nXw3_!I*8=3BaKYfN2#zW!=i+e3z`M#o&raY@gg!_oq$eTm5X4MQ;lFfZ#oWT7OM!uQJF;|$9?B-4;&O!#v z2lA9y*O-}}=(6jJlTu$OJim4?vt#FjG0V)SjCAU(&h9ZYo5&?uJH+-&bh3E*kU*IG zoOoQhA!%BPd}@XUX~o7gsyoXN=1cNW3gnXW56x!Aq>e~1U4<5yQ#k)l7^+ePEl1Wj znvXD&FeUF#C^U2>rc&vo&28$enWuHEKT%?H*f@KJHa>-v)B&dzSRP8vQz^J*DfEM; z)TF0P+lq(MW`=o!ai&zSR3ckZ3+_PZxP_#$EOK?oU}jkg%LSUfX@OrqXt06!=-Bw) z(fva#qn5FaWf4$51r&p@Fssm8T|TAbv|W+{T|4{npu!egHd2I2g;`$6epylvT&1M0 zfEIToEV(wtdKTX*V*NISR%_US z8CZ-Fj8?f~VWvn+SxzO(TAetgRrX(noy+KSMN3n7vpasMGRZo(A-Nl6GP!IlV_FuY zSzl9cCEV*bQRvsTDLm;D=IIH@5T3pi1PbsKGpY^#dkDaoJ?hh9!!`s`cin9 z7ug@6#TTaXxd%p4mcyDT16;~9#Bv$<(9tq)-_#uUJYc;S{I4egJ z;j5ZqNag>iWP-<-ye-qr-pC@qkfKo+j0}URI;2qNn7EjwkcT;KxrZT)&FgWThpp^;x=BLSLKhJFQGCaIJ8#N(sH>$mN29TYh1@ zgwKWWA}-MGj6{N=xr>+9B?V7cf|ec;3E3>fbk)P6U@*Z_M?Xlh#Afw(u)?ygH0DVe zYGm~T!mA;?CeJRxGK?|0QbSjbpAq$S{EU=r^YmXASAJYpXmbI^r>KeKm@#1%&Wx}$ z_Ty){nIT(wN<1sa(&KejZ;8;^**Y<-3GaMnv$XFrLHnlH0$`OVTez z@Vvs-h1-gAD;qX4r;-LQb;d;LO8Bcf_>=((Uv`_uqTAdz>>9WTYh@N+G-)5{E}Rxk z>%H!G8fVsZb^LYwMhL%#-=tK2i_U5fBS)BL&4-W{GB)ht4jc+i)ltxkk=8 z_{PIE>~AXf>mn`o9%rVtJacoTjs5v^JA_EhfbMA)c7zCXn9xwo1W~9%O_6qP+q@$X zxmF|YIQYgRa%3l=A@&vfTkJ#Fzb>+s{cSsZkuJ78%on+io$J}&z_$CKA_ty8&#?xZ z1dc>St=>Rmq=`UH%>r-(flVdC7QoE}Z?FaZp39GT7bZ4Fnl3-@>l3r!d*v%sdkj9FaO?oPD)E*- zUo1Lc9p69_(<8==v#rJ1c25;z!trd@%z7Y3l-1YSZ}E~)A-MD_4C{VG80cbO7&yYdtlHXK8wou0D4H5QbBJD& z@ObYWcJA^8~)Lx0`{Hlmf4?5*jr1pbO#}C}*w2Dszu^0Pzn2#ey86t>iA8Ni?)=!}CEU;~R$Hpq&q2x*5q4xu{NeKjlg6$%X54J@*rUWbd?=1~F zz6gKKa|p>vZuk~^@B;UHAoRAu^EShS#}EFW07|_ru}=3r{HiZ8X(JZ~7@0QXJ(`I@ zhdf3M+{ZZ);V0NiL^>Yr{WNO5FZ6x^p2tvI^Fr@DJR?G9AOGg?EgC4aa@_73cW~U{ z8gJovOKI#~pmrU6{=nCXb5lLRcx7Ttua0%a8gGb@_K8Mce zMSS<-D5~j}Id9FQsONH7qLE2Zt3N!Beq1xwX;X>! zJITPp2k@{~frSs^L*(WyqLb*FAcqp=Kg_6Kcoh{y$;LG^oXiKf6s}`T+s}?^KR$HX=p~tW(x|kv6u;&nrwgjAHX0xyrHO+4` z{0GHcyna0E$K9@fpJpOh#M^D;?JkG6`{~f)d8I@*PPlDe<4i11k~f(>&-5szz_@mQ z2_fU!{e8M8?k}NcT)V$StZ|<341$qXxp_LWplNdk2si%t9DZsZpP9o&+v6l5i}dR7 zIPK$Q%sD&S*~))jn#JOkAe8}J!Yj_oqmEzS`YK+#m+AlWFX0Oj-{WLIYiwUZ3%6O=WnsX=poQHQ z_E@;x!o7OSN&S1w!jOfe?!TV~YvExUtA!6)Ff4r4!s{0Pm4QVHIS)q3{ayHNa{G(; IW&Fzj1Le3eoB#j- diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$$serializer.class deleted file mode 100644 index faeaaaee6c31457af932008078b2d4d97f739729..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6302 zcmbtYi(eGi75?tNX7&N@u0mZ+EQwTEKo&8g1+)@CT?ArXqgC6c!|oMEc4u*C7R5A; zeWYn^YWi;NJ4sX0^p#>O5|f6Sw&|~bROz`hv%|XXq5?l=?(BV>*FERE=iLAP@7=!x zIDr2!98uK7R6akEP$sx$=!tZ`z!T@WVic*(;tX3lbQ^OCuMQ86}Zbw28zs;}>|^=pC8L8(CGmoG49I3^lJMRL$T8P01#X zaE%MPnUq7SZ)6=Z^&aeH2v>?B!Nbt?=%PsQG5GpaO*IZOxLe|5Hb$Cy-g zhU9wWEw>>_?k|~%GfcMBFdo;^`HV_79ugnC(7PT1dgG@UwvXfs6NwAl7%wQQrY96l z%NyoS>4~wtF;>iGNjS-5%nLFi4BISgCN9k6R(3O~83kIergaG$85+`)JUwL-IIa|w z9H(t(*x6FWQC9YhJdLy?!9r+2V*s1*F$V99k}Yx>F@`{f>*<0zZRCm8Q#FjVGDlBX zzBTBq>J4El9`nP6#~F51cZ*6ROZYfL{WzacHIlEG76HOAQEQJ@Wgo90v%_;BpPSC> zs=-S;9KsWLGKeN@XXsr=cu4pJL*u0ak#0`$?D=LZ?4J{1&+ul;x;*KTwW_gTb=#3w z>_kfdI}m3e?5YMYH4Q1DjUmLfOxYgpTiYIz9J|mFL^~1;wMaOEls1y#z`AVA5G3=I zuyPd#bT|)k3nb#}pSM?|wbR5k*3Q7rpgyRgclD1X?pp0j^qtLar zDO6*_Ye><1ze-iLJb{!j(Mg7$3f#1_9FgasCYwuA%kaw#YXquf2%p901mVv!v{m2gXSFFU ze@Q#6@@!`4a+*(zEKR}}D9LF_T3OF{01DEA4B_3amgI0Ho;-p*%Qw%~zHB>d_f!|& zNhV7U?2TDNIqCWa)8U1o^~6K=z;woHaAY)#6jag?sW)OD73gN+RwB z9tj#l9YrfSx|7v(Q^;0Vb~UCV^{qrZ!s->Mt4za>l`KZqVTeD}#J*OMVn0z`x-x6v9M8K6COP%Z=8yF%Su3>{3%L&70amA0zc)livJ4>w%Dd+tH!|n$$ ztXyTXe9@0D;VPZ%wV=Q`vr1V&nX}taluDvN7Q?@$ zgTwZ!#2}w8@U*CQDS{-MASD1Nsg7*YXEkGz>r_lj+S7tZE{LYQtjuL?j%cHcG2x5@Cx+-Wc9=_bp$8ki2Vs7aSdB7aX-KO(!}k z;zC@DkcG*h+iSo|8CufBpcOE?tXeF15AVHe%3UNZ(g7|!mXbg_1kIZp(WQ4xQS!O< zM3Iu!98YR9s;*KN*S}Kw)7k;LUl4GVPb=9|3gvn<k06sZnLxUgl4!6PkJ9M3I!#=ssv5tLQqXtCc`1Uo52gVO1~;tb`9ayv^&> zeNu;a6P9_&>Jqgv0dDmDKKZhb+Ay_SMDbtIC(~TI*r8r=Gq#;t+BkSy7ZCgleK34L z?~v6=Z5{oJ2)w3cV!;&L#1e?NMWeT|xjnjt-t*Wt*0yUA%`WtK+GCzwx6w-PMRd9# zh`O*uZ-K!fTtf?9HJLOKDI#Pu5nmDPHW|lBn=YFD4;rs?QI}B0dPfAh(?XKPl^~M! zH1K>|wA+$m)N|0??e*{Tu^yTA_*qYY^#t467tu?Sg>K_hJ$13rB8C`lK#PUi-HS-N zvCr4w^<3@tQims2=jmF+GmIqubWC2vvtIf--6J=6z19rxBF?$d<8SavR)^2(2sC)Z zvehG5JwfUTQ_mch9>0P2i25R)bD`VQ;CY+$0p3`qKWaVn?4+lioal?mjrT z{Ly`4&Mn`3u%vU#*J;wd!p<#Up}q=v=axBjR*JlQ{0@{e4W0#LKA_=6a2M`i$C(Ci zqc0}M{INhR$QCg94vFc;U3y=Ee;Kc#j(kzVehGxE%p>8ngk0&rUqT*OMtAuvR(+Od zWAnyMo0iE@A578oF5&Y&@-E@NjpRGz7A4Q3uf0%dygW99Z%M-Wg>OYLjf=EMc=(gl zCqlwQUM zKJzV^Z^6Y15upTZC9D|iusMEc&N0eW2=|lse}z^EsgDw05l(^Dw)Q3LxP`B+1YS8+ zE9e3x(@+GJf-XQo_Yz!0bq~I7Q|%$S$dvH4w%x)vs>^8_n@n$Eg#aJR*fPH9z|6P_ zQ^4UnaGhDewVQb54z8bxerF!9EJ2bN@cm=0(I0wl;YMrpXIAqIxB2T=R`Z(KxrC{k z*k<9>lF*i<3y{5r2vWTGC-p>4iFe?3nBg?u#hpVjShjQHUo`H*d-ylCz(@4FK)+w7 z=M5dd!J8bv#T?!uO20b?cM@+W@%tqHfIm`;KPB;JymJmrCrFz=hejPYb^KLFmkwE{ p>ueNs{7uI#9lDM^I`-;Nb<~@k5gogA#B^-c@tBTj9T#;h{2v;SGI9U_ diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/AIAgentStrategyStartEvent$Companion.class deleted file mode 100644 index 90df967fb44c9d69c2eddda1ae6927c0e9196775..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1570 zcmb_cOK(y^6#nL3%B!f9YOQZ8R9m&ZP+tqwq+&H!DJIge>B0;!;=pCDxib)T#ma?0 z!<9>QW8%V)F8xu)b1Ah=T&Tg#oH>v0n=^CfobNxregkj^w-`3KbUMD@a(GK9qn(By z2vh%ez-;u%k}LV$mt09-#lRTSZQkdO$5qRDQg4ff ziNR)w-j+(5yA1ZyaxH}^M3aah#t<$KlK4jW%QblfhxM}YDzVAE#_SfWlvkPzuf}&Z)KNB=;i-=;llv7;Wr9>W;QiZERLnjF{|L%sZ6nCrH)yqQ)Zhlj#|0Y_Vjl7 zHsX{_#~Pa+amDJsBqa}u{4%CZaGIwX0~9b%tE2)m`=9H{&3M5F6VN63Js-lAw3#F zMB(CzqLa%OQpczAscgZqN(D2QN*82TJDah?h$^hgj9ZxrZ}~p6WaceSR9Np9bnnsQ zR>r9#XxG6QVz?lRW-L>P*`DEs$t40qA#92DM4Y(7rq0270?}q>Ip_3K4X0GjIK|SC zS(>m)eZsr}E29Wul|p>JnPQ0G!X^Z;CI-XpwZ#y3dlxB$objx!ux)U0$1Ui2T6ElR ziY53gy;OA<@YsIqSdQkWpToFBVfC2h>@D?|h%sxAc5r{rw5ey(FQ=yUbyY+txja&P zTzU+bArZx;xSR;^oHBPx80!@-;8r8q{AA7&k1DL}?5gL5E+m`LiEbjmk0!GAOXPt_ zyt)Cs0-2Qfw=qfwZc>PFul)jDg%;V?2PK6lDf%?Y=V+#wpDY##EH0ZJZ1xYf(EFL< zA~^ONRD&|94cckGHg>_5!|GZm<@~B!c=j>@}eWdLdJA1TvqY<}5rgJ!#dMe%Lp^ zYS?)i^qaZdNY=6XVz?OtQS@VHOCxSk*zFf|Ntm47!&@e-({bjw-So(~Y11B~JgLFX zuC#(tJ3Wly7zQyE#a`@VS}IvKL$8A3C@jg-#}rtCNlj8~xCJE)V_ac{{%pCBAIMpG#(sT@>N7j17yL2N zJ42F^j$@)3SrD{s_IRvqjM%)#W`BrS4@`u`R2xQK8An63332pJdWw%53&fEhtvlTI=wv6+G1k ztip{8c)RMYMRZcQz6S405HO5)vQj%QqlWRYLdTKXfS)*G7K(-Ge6egFQMi0TQ17Xz z#{{ZX>6QC^gitj*Ht?xjK5L1ViB{+Ok0lDdw8@m`fBFho8-f+)(X4oRDSceTqr2`?H9w} z(?cxS z!g!V|_PuJyV7h<%f%M*C!q{(++WFk+Im|TSG@h@$^?J3affr+VH%>_+{}8MC4;wh8 zaOrHp?Oh`V&HT|(leZA_Smh4$5gm4_1ci_JK{4n0@q4?s%;8#_vgdqsxAfn6=6u#` z{jUJtSKnRdCHz|yXYo;5<==Ts-3hc!H7@7}sbl4We$%j1JH6gUTKzxqUvVhB%v|Yn zr<|;hv0BQpnp7C9)LaG^>jJ^rcM7-q zsvHj&H}u`W*tW_q1j~G#VM$Lcz_St}yeri5%5uTYsOgwo8puxtdCd#RkCGpnNllP` zA}b^2w!r8nrCvUBa$hvCCZPY$oQwvHWzj&Sfo&wJhfTWS1R2S^NR%I&-H$?x1UVM^ zEDt>`6gm5*$eJ@J*L7|VY*g0=)_3l>B;IHQ+5#JcY(u(@L;^;G^v=GgF%)Su!aMdv z41SG}*2Ff-wmBX#Vr`){YU2g$1#~aSUZ~n@sP>lWUW>=g*xh8T67IWRdSj6N)xQ3P z)&6>84f|(KZWdv*c)F(r)IBXAS*YDBj8;x<+Z-|4^+p%%dg)KR zZmea0-R4H)61Lo+(YTbI%h)E^UcO6F&Oqdf{mb2LITE9{g(Az1IEh+g&3SGv}E z_1T9*vmaI(@w4x5>=KXiQR|vl5IpPM1(hJA*;nIoC&t33`@m-!o zw_aN5EzwVNLb7`&c#CQ0JD${8>B3aj&hk}Y`|L|K6T?V$te{`r$;W-IXc^?I`EWUZ z)G8g2BOtf`V#drJG7O*6J-gSVx#xx=^r6`cYI$ ziRehNT*_EGvm%4BqgZroK3h$?k4QE)G1!NA*c#9(nTYoNAxDjD!))X796gW5hv|7V zK2g`u+T@B%?mr@*06wkxN^1EG$1ZQyu-qwtACq!7TajaZcf4r^Ej{t&{M`^=!QZ5M z4y%*h&!RQi^DNqv8=ghS2Q|~5@OL$t#PJ}vzYiDTeq4eFa0TwgPx&qBvc$z$%MqD- z>PSzN2xyv!9>mYsUlH{5cD2{PhDf=Nbdhoo88))LcvUET*D1u~ff-!!JbDxk&0ynj zvb$%)bJ*+(_jAr8zts>a<64q?srUnw_+E5S;^o*v30?J5+<@ptL-HB4et?~TUM7A3 z6%%D*?gUR6zn7Nd%DRl&YZ=|Y2qXT3P+dkHwTvEEgwb+bU1fAxt!iq~#n;qbtkqe3 z@wIgqYZVq>%(q}VO#(I^-X6$lmX} z1!32OK5Qj(k)_{*UC*jeh_H(YNCsDh8oYk{kPAnlcW4lv#tp7$0>TCaW6jNEbz{{s z8wHvC6c z;ol5y(?r>l<96S;gX50MI3$|~Aok!TIvn|5tPCU2(xR~_;&7v?^KQXm{2>Js=Y-{8 z9t4b5yas>d$@UB#BC?suGYEC}%pmg=#%}HI(Z~0BJ7fb(y)F!sWM$Cw{-}NY3+Kt##xcfBzbOvup zwy$dqwML%9eaY4a3Bs+7jKb}Pan~bQlbovvBlBZuO16f*5bcV-7Qt1&Wu}SH;wluz zLt*T#{QoY&r$oq#N?WMXc2A}K1PR5e`em5$-381rXFaIBHjKC8ZTh4R>m%2oS4ec1 zKs~IFoTQs!ydCdA#AuT%j;DA+b08w(e=&nc&){!o@R)l5L?SU&Gwz||-;aOrR$RnZ z{tMCHb7z7wNAQpMCvT>t3Yoj*MLcnc8SI~*##50G;h8;&fGw{}h3&eo0yzJ^VU~{B3&g3ARr%XFr7R;rlnW;#d40zz?*K<=baD z{v1vF`NIgN@r5+Ln8ugzWw!WA8ehfN4nx`aI=*ojNgHczeA7n6#hZq+aYpnlg1%5gljEroQ-A4XeE=- zrljR+>3u_6dQhk-y}-0dOgLQVNn3iC9<-(RAJE@%zq7lN6I8PTy!W;Cje>gk*rO=Plq^q{Wg@@&U5Nj(+qKA6+90|SFS zS}N5yNvg(1Q_mV&%D79ib3Gdas6W^^c%8_K6rR7$Y~>RA=F0vFlViyodFpZ8ikoy&5*kuVjk z7N|=c(i3A2gWXzI8`tSxfyH}DV^8~z;S}L!rhzJCdx|zrt z6S)j|T~Wa}^E77Ej-lS-tgav~z=eLe@D_pf<-=g1aTQ!FP&1;B8fog6Psjui7_H=+ zCB-*a(77nHCo?{gF^!yF@N5v5;L<8IV4c9G6{LZJ%LMB0%#vl}u%0^DXs7dSGMxn; zXHDQFc4>gi;O&$h12XVhZ@+N;ops6Zta zMMVmZ6WF{W+X__CECuWnxNTX9y}Ato%`23rBy9#NHZPwPjxYsV|Nl8qSeVR#w^rdw z#E3pxBB7gRLi;)Y?P?ne=F1N*^boz?GF;w`APMoBM;VVw9nIQy^Eo3G9WczCf+W+U z%#=Y{U|3q4S1vTD5fsN&KTWXf2nF=l%@#d75= z6jYEd=B(q)csi*c5m+Jq$Ag%_9nycSI$FzT)D7vebmq?V4nt2R`;H{^30c%CAP9Jx z;&!n(89*L)N;Xj;d`{3GI31s0W#VvMzhgx_F+EuU^ts~HUR)pJH?o^)Vqy=aA`9xCi73&z&E^ijvZQN^@N0D|1{MxOXh4w`^ z3o4!v=r27z7GQ4~g%+qHZzj4NKz=fSDSVAb?wr92A*YQ`sQ3mCnOZVgECTAwh`dSS z*0=DKoc=W9#wjmkIicbi9$2&abUdlzJG?Ql@l?f0c3VqRF++)2-JBpC>ZXd*bfz3B z?y=T@is$9ATVAS2Rxh$hak3)Xt50P0guEeP+AEH57Mpu{2hm_2P3I2jCYPCP;Le)j z(OY6~gLx>EPbC|8xNjKI8}g`@$~O-Jx{& zIN}Pa{WT%~T2goVLIJi_{q>}fVs*r|UR{;)7L55LiC({P|TwisD?9GL$>6{7;1;1zYBBPoI z4JSRVTRz!kwvVy4xnNJ82cmI3o}M&JgXLTI{Phv%_Asm^RAmxcYM;jQ1S$5)m%yq4 zBdrhR$4B(6)6=++SMl2D45rn?IV~|Zs7*N2{KLj*+PakFaX+5s-C<8kGnrXT{Z5Zf|tbL2L4s9gPd1-ZpZA1bezh7qz``Cuqu9X)^3;I;j@-mRUektn<9bc)^PX~&Tk8^<$D?z4Yh8VL8A*X zPg}&Z;S^fMoVxrSJO%AH#lDHVwYTu z{jQbB&xzE<-9hbY$^F*W@D^K(LC<#g7O#J+PsCIa^NUzO#HvIrC}PzjR@2%xgD$GL z>J+Yyg(9nF&?oRPUX843bI%~|##UdQ*K>S}mmQu+$kRE4>jh@9HV58f=mf zSss=wt7kAS&I5sQnB~7q)onJWoo)oj1onekgo8 z`E2F0i_Zj~d-*)ZXNC`*#Jhs+Q*+NPvdGlj6U!TAYVIBqooSb;xeWU%n`Ub6dX6u! z&eU9toy!?$YHkgwmax&(oBx#ri_G-q>!*?5U*|cABQKI*21i{ujrIHMy!F0_8u3R0 zk*Y{AQXQ!gC-KgwXc;&D#`i-A&M|gFOg9BrD!7}u<56&{cc!P9` z%zl|%wG4#&I7z1XrRsxJgQen8@&j(N8GyGu>OD${+k&A@0NE@Vv9F6{N z(Y&{GiJ@)+*Jn9Hu4*Usl6VtnX>FUu`V)9$9+^tH+NcyLn2xAbK&1dt>GN=r>n41` z;Toe}G&OuJttarM@_Jg%AST;jD$&_?hKfgvIDEvyap30DaP2>dFF%9FPh)C-_^Z=+ zd=^SbJ&CXHY6*YSa{|*X;cwf`3Agp@l-)dQH_zG43pUBD)y(4VXK;}X?*$|d(255b z&0hS2`d>=Fxp=gFEhKOw{(wJT6XBId2Cs3=w;*A)wuRmJC+S`I6aK{(_&1+p{QX@% zFPV55-_!AZ`~W{B=N}z_JB}a6@k$&&!B5%ZXK}oWpC5oQ@eBO&0P0Qr%EYftbed32 s{znP-oA`~1-Yx15PkNh`D%bPKxz3d3D5xTrY#?bKv4-r3Zy}zRWC(CZsGF!8j+hkjQU3%`yj+H^BvQ`qFx7s08uH?5~39Wn`17k?3F*pp- zyGkp&%;3!CH&YlxG>Hge3=#WM8HW3n|Ju38kTfz-!c%W$z;JmsUupW*Q~I^L?-!O* zbf2vMf)VNY-{9_!l3Q_^C@nu=fcipSQ?>pVz@>! zhn|}u@vDUyP7K?<-`g8+UP&|GwA801>VAey#jgo(Q&6jIdvYTj7>-qxmeqD^TLwc< zVqG!cd?wHE<$jEK7(Yah4e5)0%n>XNQAdF^qa03=RG7mYSxz?0Vd@}<$$@hyLSanfG(jEQByfhJ zX>-?Y6FCg{`GyTj@5ol|WuFvJ|#c@y6(YB|L5GRt1DTK z- zr?TT_IA@46r9lYXH21>W&7-M|IlkS7<}9rd2n?h$slq0K_q7in zGfo(Zw2_%ej1}^!%tZfi5pFJ@oyrvw<5oJcS2g>qOjgUM3#oKsIAs;8E*>Efd83fZ zX7-uZbefZ9?AdWZ;OtwB%Rs!6k}1=&$mPU{{frWwTsC8w{hQtl-fM=l`H93avv4GD zq%u~*$YinwMXr??%@#(d)9HSJ=#^%1ig6@ua$0SEIx{pLL`Y!O@oXWT$|R1Rm`bEF z)PRhUP7GzFkgQbF(hwF{lAJV?$DLjF8hK;N`mO;gQi<8Ub@v-e@798ybU9<+a3?&MywB^ z7dKJU9YrgjqTv>S1>9;ZHI+-7qtt(a#qAx{H0xIM)nfz5`mon(2-=I0V=PirH)4}C zjoYNo20|477J(r5+9yqvhQX%o7X_~4mb1G}dznGV_Di>LH|@KSwN+T)@QiG&UB&c`qO-*&Q?{n0Gms58x)w*vLzEnK zBJM`f5yW9;5~b`Zl{t|;ZaRq@!)?+iY&T@QJ*D9t0?Ve1I%y-#6g94e^j-?7_e;D`S z{t)hk(Gb89fycavzO7!OgtLQ&M0GsEG@cL(^?Hxl*MJlIjNQE(h$q>IjBZ^(5VL^!&S@h}9jF@i z4v`ikZw|^ibEc6+c^(SmL42Q#mEX_QFa}Sb%wXD_ zVhSO!t9WXt1a?I!c>T6xfig+^06ticAH$C`m#<TO^NDRm7WC4-p$9Wc_6^9oDDlRTSN6YP~%DG~p29X^R) z5xCx#m^{48lesI}lH|g8%I4p%g)xjinF#y_lUs|fjZQW@UC2#S*L!AhI0}4K4@H+^ zYpe7?0_$f1a7A0u@LnMT?L)g<9yp1OQ&*Bzrm3lHCQ&>^I2EE|VPuwA?n0YkDqan9 zjMI+$rBh9{#g*cy2Bx~6y9E(fGVPeXTTy-Hk=>Q6(*=PoF84JivcehP~fq zdSaPoW*txOg%p*)U`*wh7VV-7bWB02zCh`?eGP`g0*P(GPC7C}E2)yRNZXax95e~^ zRVej5EL+3xG1RLB)iqBIzt6J6n_{$vKV%`~zRIj3dY_TWW=>6Ir>*-Kq-Rz1-9?g_ zr77~dWmUY}=6`pQyl&fZbvx4PE_YnrQhGuB2_5hW8NHa&+}7T4xYBfsz^=v%hVf_k z^AKLa*O)SS4>N8XAVe<^Uo9Bh*_mAU;j%`K@aVs^Poz9>;Gu(QfxXU3MZISMcT z!uVVKT?l`JzZY12MTtad3cYjSza^hHPRZ(i30DpObcHm?NSouTg6CcE&&;)qlr2;{ zez-z(!cKRwEEdGSsLA%dh!boaiO(qBYxp;T_M$b+GI8L!C zYWNSP0@c~$;kSnWWT3uU6v{)(f6@87`Z*W&-lZy@{C6F`jsKZ@bC)771P%Xp6`NOG zsy6@sI=qhWP{T@R-O}AhVvBnXqS3?R;VQcAIKf1DO}F1Ygv>Ht8HzlT;MzHmvF{*+ zFNCiP-h|ySTYl;Vs;(_WZ3wT50G+#$O!5LL$`pCV5h|KwIMJocv6V(;)O2UTfg}%4 z>dKAv0iGu}7PVzQ*@QgJ8W~w(7vYdtAn#D>+%Xwc-W1UOuxJoEk9(q#moFat_fOJi zjgJ{e&B7^}v1wuvRX&nVr#m)^?x1iVBntrLsIG94ceRzHnTptpvMJu_&tE_-MfxK}8rn(3`I-OB>ELLK>(^^ONt`#># zcqQD%#L^=-W_Y55N0Ky8bppdhO;+P3vELg+71BZ*ruWy~`^WCyx>$XTh_pR`)tKrknXDy!r)er01ieSVa@vW;{7mS30K0UO;zg(=V zj|ABc%Q-JT5%32W=nJ=IgF4qWa7;cM`HVz@`XV)dFs$t8oTD5EioUw)6CuHwK z=s~`5_u(#bN4ai^YAtnkT(+xDZv{uv51&LMp!c$IBcJQ}ylJN(<-Xv}`xBUb5 zZk4LcJHA`4BCJ%aX$ol?rQ5Z+ET8V(Q>J6jj*MM)eYo;tm#a(RHL-*K&py(vDh9{u zh-mT8T@Te!uigvbLU08tDTDYu@ZTgV9R3 z?)M;N8!TYyI(dA=$T`cJoMi{9AQK+SWX!xu<>gr_G?tytC(Z3CiG#j1n=M$Za^~!d zBMUt&f%)kJgJ_bO1Ow6-djV=ekk5$xv}49t1T8bh_(8{vF@DFv(6XO!eB#CmxcoT7 zGrvyl#m_W6V{-o$vY73{Sg&BnG~_0}lkb~|C-3=DBkpAHbEHM%b4NTh z|693PiwI$@@FON_kq`l_7aICR5Sv9Ewlgcei}QBc+oKx^_K1khKGl*;^Qo3(l?*#O zTb8Kx<8n#Tz|4YuP5nXa(9r-6YF+oJ+o1P__u0QlB z0ru6h*}~?ci0=Y!zK8*VgBP&5FA$4&b~X8%YMTP*vDK#eAeZ{#t6!$5UqJ@Tuo)z^ z^?WWO#cTLnM~*aN8~Vs4xoLuk(0`yd_AFL^iVd525_<^0Vo=zgU^A#pBN}l#2CD#S ztprp%C!pp6b1oirCFWhMBsTZrJymyBQkr}5URN^Sot0#&Ev_z& zJ6vgafhcKI1LBoHBlcBAUrFFfi*2s+8wB{3&AgwUMY^n>xm?!s@E!CTsuZ=ok?nMP zT&L6HI-MT*!JTqCJ@SJ)<#c*nr_&OyKbK22SdZr*db)3}J=XYF|?8RNLC3{_7Uv&-#Z5Bvh6+|FhU%z0% z0_yM~S149c_^(5P^=a9X>*opFm+i5$8yxWO?7Fx}d2uU2yVcH$WaU!qGW_w*3wZY#JUkljR1xPQ ze!`Dd2+9Y zbD_;*Nkj8yW?(YiSSV#CeE2W}?GwVMc-5lhcnMECsl_Fn!81zkm+&mkl0k>KQpVaJ zCevgtaNbr}v5BK$zRT$Y`attTkE5YkA2@^GJcr8{@R?Y13xj|Cd3;W#KC4yg(;92i zR7w@;xtE>$I7W@)}*F{ob<^iGltqFZ!kBhm%8lN z@QQ|G8u-a6|Nnso)_2+XBPI?jYZd)VWhzAaZ&T@&4|kFeNrw+P)Js}ioyp;4NB?v9 zJieebDu*xPOG;64$`{JSDyMuQ6B)LoFO*IxYFXJny*H_5e zmt*`<1s@1U{`3O=;xhi~0{+2vAX09U`}M-d6)dkfEAA%-GAY{mJYGHcJidM~@~@F^ zFafK50ULJ5Y9g<(Jr?svzNwxZ{T4^h;D0%G25*eTYF-fHyzpPfx6TWV|I2sV!QGlf zko>XpzLjb(CU3Nh@|lvKK@k%5&dhQ0N8&a7yjXCMJ1l%gMD*Yb_!zera&xi#InfSW z5Zz<3T8;$x)A$RjH@(gqT@LGV{24qf6VJd%kwBf;!{^>W9lpud9en>fTU;mZA$*_M zr?mfTY~4&0Zb7Zsa2Pd1;?^P2HzfMS0H0#xkk}+{I}Blo&0@=8^jSz)Vynfwd$G+z z#6pXO#TJ&zuDIPoyM+!5%PrnNB4FWVHSP22{}(NM$-9UP#MM;* diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$$serializer.class deleted file mode 100644 index d5c16fe1f1bd56e476073acae5df47e10e15940a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6654 zcmcIpX>=Ra75<*K8B4M)E3u2hW{3&iVmXF5R5l@w?SPDJ0t%raZDA};9L4g;(MTo< zTS`l5X-ij1=|Wq&n9>Dm+BhZ!Tqs@WzWr>^>A#-->*@cx-wco{8?&k8pBy zbZk(|WQJ!+*3x3?xwMu^pVD&*guo-C$Fx~3n$e8O=p7Ts^klwobSj(Aq>U5NBB_>7 zXN_pu$m=;n%S3P04Lzsj^;Dw7s(*AN%Jl8-69}!AufQYFbLl!L@Co?((?&YKTfp7g zb}$GPHGX*E7x3hdrcHsp8&b5~YgDw9TIUW6T;EzDCRTPSA(>24u^<}JbOTas;WeU2Ah=4z( zo5@^yCZ8p*8>@I{g~p89VKh`))fdF&xS|FwTq&@vav-esu7axt>L&Ebv_bs}Ntpx! zlhrn7UGZ&IbS}vp%udf_&2(NbZfy|P;MxG1v6U8YBoh=|C(!gjjyziudge%rozwTp zoECVlbz`w}$#zs(u)en#2iK$3k8NlZAR<-5j;gLx&>;}ija1pL?b_I`QIGBD3ZN5F zfod#DiWIj_pm$@=6$sETMFbSM|AHcibQ=iTHY!j_*&I~tyl`ST(iH6a|K~x`GMNYO z4&Wxlh(KC0sheiYq@Hg{9!+P;P7AXoIYZ!YZ9D7)Ty#`Bb&_e{kDFy25xy@vj!I_k z5eVD35x=oTie!RY7nCs3*dH)3v92PH$$Zev*4ad!gF_$?Dq>q ziq_iaxi*o}O9nl;F@vh)e-$nI)|yn&%Da$|E;=9(TZN5IwIXYm>1mc2(+n6QUv!^c z#f;fMTMnF@(G~C@+~k;Soj@gH;~O)!Tvz8z3*tREBz3)4;JTu&GdaS2KAJK!(f!tA zc{QNmz1-;dc;djo_~0aj#_d8Y zB~Li@=_PD-d1N_TQ{uM9ua$_;cUdKh%667&++t~KrQKlGFs-5@ zn;X+|Q>^7|lV>DY9lwafX2?PQs&(ypIHQ0FRaPb24pA`6&^RAJ6)*~Fi8@T!QU%sa z=&5Y%dO~Gkz8bZ8=Bz;W>h9q7qQ~eRfwqex>~EJ1z%`Y%D`TkO(W(ep+A#^}D>^9n z01uHWhF4i*CFKWe@EAT+^#Cd@wRfRh;D-fvTu9*RRhGz))ZhtxRN&@nIJTx}sQ|pJ ze(F%~XVLs|!oykuf&L4!FNSG3GCDnB5I5jP$^BD=yZ$8GLv~s6w_hSztt{3*C$PKn zR+gN$KT}|VzN&v*304K4x9aCE+17U1u+b$;;4TL{x~#UgYi(Pr;tK*J<$a6o>5cTV zeGZ^~(T`{FC3buHG|#2HHa(-_D{ODHRH}6JG*u9JuLOs$;%jpG*I5=ghnhUZRD6T2 zQm$acQ!2j2Zq)`e6?2@nY*X>t^$4wvb6Rvvq8q(3=aUe4QqnysVPE84Akq zELtssD@Wxk3i90+9~v5FvC>c^8q@PyO3Q0}>6)H(^UH)w-h{kCKumG|L|Xpp=2L2i z!2HtbUjNc*zw0uWeW`B0E7Y*^%z61bWDk-`Em5j(J>j}+>2!}8_Jm#Cu5PinMs>aU zyw9V$L!ObwkatTktcHDIm+J0Tx_x}(3aKM?p_(nE?(v2E90Mawp&-Xv{;uO#&oLz5 z-_;Om;27pAl`3rUsGCBY-+aN>C^hfd;OCaEvd=Bmo8eM^tjY}ek%q3NC%0AsmNJke zVZctA?RM7~I8XM@Vv%u4r?G;c^N5$B%No{6LhCz{oHDzncrsmnSAn(mv>rER(`K4Q z=)lU?39cRFw+{(O*`$^^sIgQf#Q}K}s2@!m`gmb_LeDufEvtEzzDk_Ov^J5~l2c>a zjI*pJk)AZH?_TUB;|9M@4Q4dc)cL)~pU4(+Nqt{h3iPk!4I|x=b#RT=p&djsFTJjC zj7WIn^E(V;AIA{KE%N)ssyUUk{My9XUz1`hM{XRv?F$I}kPiaC;XPO_4xbM>u>Imvx4>@IH^L#yhqzqQ!-nr!(T&eirS#FQVH8$<&44@-9(0h<~9K z|F(oQlNA{`LgZ5ec36VjXiX2Pf5-Q=E>1~f?0bX6cP^wZuD^3B-?*AO!o9W@W1ija zUT@7VpNOdU8j2yaW{7P8oi#= zy7JO{==ItZ-bEaCBUaPsRqP4hJTyt{cZicQf1@{~ z+AkHGI>4EbJ)=hI)fEXrXOSKYlBC%t3Hj_*wVc|+sW}n4@>vn2dW%TA(CcaRyhyk3 z??21@~-X>o}jnqW^kw7FE zsTB*zy-bVU_&x7WA+U^pqMm7@;3fqH#=J+tJqjLBkhJb>+xR@7;3Tk&Tgqw0dbFNR zEt{_1d|l%*GwNdbTgf0()W>9y+1A8RXA~C`floVO@_l(K%T!QguF6zsz$rY)MKU3; z<($l550g-uT%N!lhh;gV20Vm^?F3>nd#oHBU`~vNl-F>2tkXS@#}l2N4krN;o!)so znXq;_(WzL^YKIfM3GR?JBL&+@F71M2myIF=juL;cXdWrIDl|Z3`50G7LvEug5)l0D z9i2$; z@g&}+v9?Ry_!H?|_!a)l5%>$Qhxz*@UN4&j;CUUd;79l|Ii5KTcN`0GoQ-1 zIDUfH4nvrD9d8^)lZho0KQ+-~LN)n61UzKoO%rdKc-X`ZCU%-IP1ISF4JLM&h?uzC O#1$q^nRw8|&;AG7wu*-U diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/BeforeLLMCallEvent$Companion.class deleted file mode 100644 index 4c644a3cc5efdb8e6f78d7ccfa702de03bab7563..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1521 zcmbtUOHWfl6#nMk(ic@qK?HmvMGFeIAmRcfK*6M1Y9fRUF=kqZI`nofxif9h6)S&; zE0^lV#D!^C`cwQ7#&b(~Bre3dnKS3{eRF2!ob%(?x9HWAni z;RUIrS!A#?<68-IAsj~t5r&X?BQ?WP;s1`FXNYUzOYX{d!e z2znTz`Qparaxu5Yu+mY+>2r+p3G^ZrLlS)qBY%C$2(B>@{kRR7UuUyUwcE z<#pHOJf)3aFB{Ka=YCcA^W$4_SV0l=rORi|*R__HVd~%57%#CIZa6)yRcqK( z-d3=%U;zWGlKnsiT9$S@(+sQ4!-2RpXvM8$^Du5j?PG-u&BN%?dwZ~XIAdkmN-Sy} zeF%r5R?>c!NQQ=^sZh$whO=EqAH#GJYiEW9CyZXG_~ttLCAw7iaeqz*{mC%fN%cf9 zK|JR^oFR7F$PE4Mu5Wet=G%Rtr>cg!HAh2$Ayx3o+}+~TZzWf31`9(^K`K$K*Gj@~ zTVflsqFTd);o8f(GO{M}sv)%`!17rqFeLIy2|wp@tp!bk_=Z>a%i^gFc!%1^tv_&> zrt%2|e+rv+G*sy69nwaFPbS$l@fFd}v|-57nm9HhhB#@x=q8KZ0!+67kuT_PV&D_G zEn-KD5%_ry9%;j8S}~XKupM<7NHWUdDp3VFOp>%n2009#y|wF><<-)?x<}Ubf6l#O; z%N%3p;NZ}1Bbn@<;WQ0GVDsWD?={B~DRXp>4bE9wCE)K(q!QWf0;BDNCyf~+mNZi1 zv5{;hks9ARn1?%^Nl#5@W206wc0g6PmYJ-U=dy`pY%pPE%gpFFEO6=;Z_~RFk?j?> zZXHZ##$zYV?1_w#NLeu>l}cxgY$DD2a5_7jOD4Ap_%gZFz-R!~0?m`@Y%-CGot&A9 zB~n>4lQNRAft2Kpm55s!Y6R-z6J~tUS$@FC7*i%E3f$qQ^ZpYj&3Ji^gs=olg9xFP zvas14KpoLg0uNvrtJ!oqX$4R(pqWzU61|lI8`}rVAxKFZxny=X$;xJO@oYLXWMn4I z%+`*>A^6Y`gcpqh;f0I~p&GYU!-Lxenyw-H5bCg6&T9!_nZ07IfNldUDnJPJh{$Q{ zLRe`}yF<(S zP0-x0G;4R#u*i$3nNvGBk7!Yi1lksKmbH3;Aoo|UO(GMF(`Thqw3m(U2Dwul zxzpX)xFV-+&=@{>i*YN<*M*vM)A)uYOCzJUhZ6W|dqG8R zi139N72w>ONHyTvA+P?0Ep7{zfM*t%Nkz&kFq-N5SrW3m9{o_V zj^mv{oIqTlp`r`aUGaPpU;Y?(VdniN6MMlizSj4uI z<1&pE_|VOox*gEtc$*)MyTc)A~|YPn|RpFP<56b%ab{1JbaoK_5*lCrfBaH;MqfFyQPe)h@plb6j-K)P1{uZ zljan|t-!u~W?BmDno@8(UB~uh&hf+eksACE-Yu}MqA^7xdG#`rc~&YNB#KPr#_3&uf_CokA+Mygv;sFCx=C)_ z01j?nn>Sjr?x*n6l65~LP-6p&NvUgiKN-YS>9CQ^(KP2LhtBd4eh!b;-~;%1fkta0 zolB1PD+_bTa!wfn_uL$H9rP)W;cc6ppI%)V17sP+(`?q#XLL>(0S#HX1(8Y^Ffi&4N+Z z_lasegY^C#go|*B4lIAekFar20?A&1rQZu%8zz zzd_B}efirJZ%NC(*Q6-RP zx$`n)TwrXsOf$u!Wpy?|&CVKA(@Z_~(S102F7;ZVw^ZCWVii0q+ve$n@&$S+u%m*s z3({JICV?#_YJCF;YWPitNtMXyy!%i<(lYR7XCvJU&cSuWQ};7p)JCsVL?(EiPK5w zQjzTKRgOU=4fMvDPO7_Qo|TwkZ!a;*>x(rq!8cOs4((rpcu`(mRu}phz)IEk2BDIH zFX3gG0>8pbPZtG;Ca8;}BgUASJuUC4G`vPXc;Icj1_yTc9U8cQnC9%JxO6@Ne*;&m z@pXJt$D<+qHa;&?od4ia_CIxeUSMtU=;)lC2aTx{qXv)O##sK~{@=>?7CHpJHLJKw%_J1wlhjB_#*G?TgG)VAGgZ9m@W_vlA20!!WdEszY|$TjMmGx2gL7vd z2zpj|)Nk%g(4#L6%0l)8_|schdRYckw_cqeElkomSYr>$zCab*&SC;7O!Ee=yf?6F z?o3Nhk7t9};@Q}<>+Y~$_cVGoRI&83^s)4-c1YJ617UBNV;chDK)|C{%l<1*`n`dm zUbD*#=$sp3-x8KfS=NRFy58trB{tNt=25jO*1W3bW6kgMEhX%r4V$wGov`IPIXkRs z%bb0d@2l2tm;3I0;XPHXH?!_@>Z=R=wR%etS7&rhVYE+Q%lh1z9!Z2ER@D@_s-_6; zS;|ot$!bKAOn_qFGQE{RB0T|pokFl}?+cGggzjMP64nLl?e>UJb?`d>uiMBlEQ8D2I}<{>{PfFJ6Gzf*s0Jgb~bS4N;k&Ep+>#w z;Bs4D@3``)w>WT{zT(O!{C7&lu_eX&?O z$cNhD+|&s(b4XgMylG3vjpSj27hr5Vosm+wg~!Kv8!X{HR(x{En0A&mILi)~K_)bi zN|_n;&?J+?;7B@`iJN;85(j-(I-Rw6TNg zi3|GpZn&V2FNh2J_;5&{x{h!>Vo3>HJ|&jSZe8yT)%k>hMmBfkfRj3ke zY@H|GewKZm;ovOvu5g&&_2K3GHh9A;WZ?_1Vi6S=(G=}GkLGCCd8~=9KabXEgZDhz zq7A}$Z-eh5w%H^}1gjucDcZsci&qHZDpuhYw35y`QnQ(~ zOYkwGLhFJr`WZBTiWQqBQV)Pv73m>+f=&87Y1Ux}8MF}4no>ZoEefcwEJm%RfWE#c zpk3JQXo{P(wo*XfC<90-Ebg60qL7zcWk_r<1$ea#K(|HJVNU^2Ybn#kqKoex~YliCmnp1Bbrr8JBsOF@$Ende7$X0vN^e^D8Hi^>oHTXg`HA|LI z#|{>_eh)p0wCF~;7k_K`Yvr$vzxHSG0C<~~=aFsijb-dz$fq%fh%xd?I=$_L(0l=- zy-oV+3D(zK!1z1!jaCj68f_PFve0O^N1iV1x`NOGxC@g=DonRKG7^|V$}zx?a*lMb zdv^K+r;ICfO; z)q9&Bc>=Xfdha>>>IMAzEIt!$YGDiuUc^NeoSUN!ei^eHG!?W14BAcl&PN`{s_1;u z7{{NYZ8TIn0o|r$9jfZTgKY>>Uc#$kPQwWeW9oZFeSeD)Zyu35NaT=1_Sy z!b?m@=foPZc4q@$^TtFo8pL|e^N3cZTwi2OC#X6~FnkPE17g{LSUw=?#R`^UMX3bu*^ceYOb_+X%4@IS=GFxzLzb0*1~fZp11HZ z3)?Mhwy?v(P78e&c3IeMq2IzD3-?*rYhl2`J`4LTOsVDkrwnd%+`>T%r&aw43m>-d q5erXR_^5>$OEg<}$r7tYHwlxmhWO$TzRlXdTU|HBAo|gC~k!xqkY~u)2g)$qY<%b2RR+(&T{&7`_tOm0lQ<)xoy3H&sOsY&e(*4f zDTeW3HPeecrWp$4uPMTwr05Cv@3s^8FpiAl5RNjO{Aw%mIL@#*JL(zV=y$o&R>oSS zpHB2bTZ^=@aWAk@d`H9`8CU0;NpyZATN=_BpwH6s}4YsB{XWH?c;$X{j3hwYgiosT4`-wX}*jjQb?6TqtEqP9;~#Za>RWB2H_GB`?f;)91ak$A3xP98!Efp*X|X4uz?g zBf_WLzWZoXnuU%fp4N!}45daCh_ES$XzQW8n+WkZhWANxSfpOBfDS&?hn0QW?4la>Q`~gQl1HPQv?8B9j z)qbE@N{C8`B!Y`0hyE-4_!`F;1~~C0zy2^NqIecRjeN}0>X5G_i<7%qObwNzEa)1i z(u7@HC1WoIP2yLgT$Roa&SRO@8tKbqdwLCS9cSt|TgNQsXvMiYe#S3rU^M#rWno=l*^PAVD3)|x zUCFHrY}t5s%nOkh09U_8cPycur>h4LIQw*Ak!_sWti+1Dw} zuR8ahd%pK~zVm(G@k?KO{!;+%6DI}k)-s7%!*+CTa&(^S0uTbxE84u4$ZGkS#F1^Rk|{VM78(T*FRLBcqS#sZudx zJaki8nEfkD`4ZFdWDQyKRqGbhaT#o{h#e!DUXBKLd zxJh8pwE`R*m9pQq(sSxLz;sbBOirF2(Xv@v@XZ1T*QRW_Of_VuKw@pkbB2+vAh*Sp zjU1pcEtBO&vRU2g%0>?CS=}sU9oM*B;9hsUp4YOOw5Hs%!acSN_=o8C#Ulbuy?y5+ z*ok-;UhERsI%^cOnfxOOg6YLfPET-arDo&F1+%E<0=PpUI6jp;H#{{mDscPcs>=r> z=tF-9z1TxadE;S$?%uwYFync%sO5`Xz83>wE>8$_tiWuq3Shs$rlK)AXQVEl&SbM0 zQ%@QBw5f!dh~O?94C4Uq76?fJh&neXAo%4l?g_zz*R0gv8iDDw6{q6o7UuK-1_gY| ziULEEHHKIRB8qz-j)X9T`vscqP$(%xFf8XiI40mNUd~Xm!?kqk?1ws`nVd#u^y0Z? zHMH{8mPV4|Zl^(Bg$x2aCyl~P;)-6pRM0YcGoj`4Mp5~knV2$)Q>AQ{Y=j>!WQuw` zsb{AJ-rrkG(xo_M*D>`%hQ9r%qLa|`DI=ZX(KBM?<_wdBM&*oN7;FHL*3DEQGgmYU zW+JIj9WT!e_MI1Kw*eDZ=5vXO`5dEDF_WSk8{?_VnQYnu$~>wUXq?sy&gx0+(FL0I zG^V8a&M>ApUhINPx6rpOB_yPF0=UQsLMLQs zD$)Jg=zg`S12w4OQZwF!l)#?)8gvYx9Kbn40wBgtOQQ0EOIf`v*~7OcSp$uiNyq@} z@G!Vi9I2NXT$Xyta7UYJ5BQBzajryz?r(ryiBZ?7xtlC^l1|GLuK|Kpojiakfvdga z6SX^WJprr%;Y^+fb6(5ZTg%?1BL<^P~w#1FqB;#K?5?`9gTxp(S&i^(>uT+5?>&Z-RjysPZmZcUr*;|31TZaBUxPs(zhR|4l z5qu}UD~#{JcQb}ul*!D+N;AaiQVk=AmetcESg58#~wx7jqSmjv*`0^94`tHJ>T_z{88nuEX2DcqpSipL$(=!F1&RNzFd z2i_VkhWi-p`V)la}T*J?;$J|xrZZ(S^UYEHWB2tWf zG=z`fV*brrh;s@{)i5Y$fOgehuk?|%@h _O|S zc3pHarwSv10Y{{&e6k@nfjhKRian}0Q_OfuOR=H7oZH6Px7TNwlE+i*gKa36C#oK2 zA=1?tLZHRr#BOc;9sXXnHvWM{{7{OGLe)fc5k2c9&T-kT(ef%i{wJx-FNN_k{+VsN z@&|V@byeJSu~+b~lIMRD*kY&5QkZj>nTe;9+O%F=IL&5J0RO>O#RIQ9HaR{rd~W;< z>*KAJ!q=`R;{U=|LikVocNCW*cmxa5reEFQ$NxpKAh2WEpELP+V^*iabC=TEX}zdT zYqAbr;8lfc{go#KK3nPFHXI=?8|jl;KAqLg_@rUXmgXw^49-4SLC^w}C1d6CDy*x1 zv`DTFTiL&{G0PTtl3lpLi13J}un@w#!7qHQS*-=s&9WCt7oRTWRh?ue#_Xqkgbj#b z3=koDVTIjTW(r=hc(b%2la}(vt7lWE|EG3kJtE~g%W`kgB3i>DA~rmy zc*8|5PB@W6?VO>t!^luYv1{Fm4Ibe?mTrz?N#Q5vb7L7jo96tOGcVbBH3Z@fm~*0n z#;zFYZFJ~KpJc~h)0&psbVKgU2U7!7uLJH);apTg>?*RgGgPx!ip5mC5Fd&|UYs}{nq@R@psuPrSIcgTg^R;K?1 z-0uR=$v#!4PZ&4;<-k;?J!Tk1X0FkQr`z&2b z$quV-dbcwv@-lY$;X|j)#dw(B$AiSrxp9s$c`d6(-g?%2>ylS#@Q5S)?h&^sI3`)5 zo$nI13(QB$-#1s`mB|?IwTbb5t~`S#(gQmCpT+L}McjEE`>x~AGq{&8N1wsSQ~c-= zNBJ8gyTDfd?#4zW(1ERDm@^Rz0ghvoZ#=AV&_16O?P zMuC6qbBw-L!L3Kv?`yn z$SH+9gggw&Hp1^xm6Je}*UemEne-V#`uXjUH0c)ao8OB~RffHWV1Ew{yv4^)Ew-7j zA=KaLwe4*&y&2xG)02Dw(((o{6u`rPcZ08r^=7i(M%H(e^*)>RgG#JJwoS3SW5vk3ATBN6hma-W6?q5$`_L-xLe-CE4$dh1KYbMbzkzwW=`?i>fggi>Wc{ zkF{A3fmpls5R7$L5209>^$?DATMx~#ZPr61)?+=i#CBK@B>yB0iMt4=m#2$^PIXKAG%~a_R;L&V7mlCx4McXc524A-ss+;LyB?-{BBh#P4%x zS;QYF`YqD%8AN~q|4Z+>> zH~3o{v|Fi_hF`>&R}i7n|FIlOUQ2Vz4SV+sc=avr3c3nWzxY#l-y2r&< zfL;@$rih!^X@bA}3yEDO4y)f`6Gu!GO_WSLWMa(3K@%rToHQ|^7R;K+n#h^Rn=nkg zVv60SxWg2^rsy+8zbW>Z;!acSHN}7_5~kQ^iv6ZIV2Zm;aZrqrY1&%&85#Z;U&Gg} hC$Wi7C-`j}T4~8JBY7*LjPq?=-NCKj%`ZLJ@eQWQq!$1H diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent$$serializer.class deleted file mode 100644 index a3cff7f0078ebd2aadc4222c3388d55012050b62..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6719 zcmcIpS$G@O75=Zb8OyRQE3u2hW{3&iVmS^;sB8kkb`m+Z3CM(o(9*Fqu_u;Cjz%&G zYoMjHw55A#x;I@+=>mi{iJ^cCUFk;mr}nuIed~MO|7u1{6e*7Lef5{oow;-Fxo7?F zIg_{l`^xJ8Zo%IL1~elwn@&$hv}xVUT9HILqel+wS~kaVE}hgW$PSFnrn4!-JQgXCYFQ&~Mhr8nXG|>> z*`u3!M$78Sc#+lM*c#;+*f}5&tlV0GN1%W0+bi%1_y!Hr$nF$ycXS>IKt-J&Uibw( z*%`wUxMi&}mfMQb))ma53*6UH!$`WBNGA>2azx(fnSr%#I?#DQVB=UiGaWgiXQwin zVOkN*G}GC<7p%xcIy;d|r6`b+-%QV_XcoA}wp!%K!d%HyF*BRtdLv;eSSQeun9&on z4ukz#Mw`>=Qh^&gssusFH*v{int}z;f>uA)<6Q#Y1ud1+RfGlnN!?0hjQMPuyl$#t zm=cW@vEydAxN0DPD{)mFT)0|bQ+4-O8dkxz0*zDpv|&=dTtWuCz;rFYTy*=+8ZsC6 z97@m4r!6C^7rYw4b-2DBZP+LfS!3ucxIv)xfehKT$Mw|Vb~|IuAKv78%nXJkAs!#4R#<2+)@tJw-Kd6A0P%iR(vmJjZy1 zrH<#J{@ws?$51_XVOXHqCK^kd(<3Q;j)Vd?*K*rM<2}|n8o+Msk&O2;5*&Dyx+oYG zP^tO>34sFZJ324K&j7|SUXOj45ZGKjTZW6lm4|kw1`pL~vfnQdE@*2X*4k7`FDmr( zuX3caG^?7wY&>)X`)GiXax>BRfw!f=H^&G%rRgHb&=h6buw;0woe|P*A?*4 zTj!{pKW&Q2#x76Ua#@}8D}eXlpp^CAnh{tmaqK0f`bNQhba`wdKDldRXhecZb(hv; z!1#Y3?ytjp@qU5pY)$1cE*)Fgrp(C!Oxbo#oL42;VkuzIU0-4CeBqa6sb}R2zFnDV zp83+k_QDX_J=R8u)4m6a9y?em z>0p9wCR;Z7?3V!9AbWt%3+$|J-J)amr*f?OEBeqE$@U1=&_106=KNFdcZ-tFZ*#4Ut#N*HF)}EwYhl}Ut`0hC6mPi zuC>aR_ewW>1E=KjZ!%__qf;K0D!$F;E0Z&0NfnFaB{5&N_wxC>G^%`_U}vY|d(M+Q z3sn3-HjMHUfFyi@$E_3nkzsv4qbFoPFMCR7E0#@@?3&xG<7Re7x2ROIji*+MO``<# zHftuGOC{UbmbOjlZ8=N6HpnI`t1@qj8>LvpRBpkQWAYU@^6iZc509`oYAz6s>sc+S zWi`HZ%`Le3g~KI(g#3Yk;F;q(X2_>L-X*sPoL)Y$-M@Uo@4CWeU#i>h3O1MSIWJ!a z?LkthMN0Lpr(9PopXgUZo{+20)hBMRQ(bSK@_AHu&@g?q%W~OS zlK&nhr>x#to`+Z7m19{yr^n0%!!lSF?J9lr;MyU6O_6|%#LgG&a%3=F>U5Qov~Ssnf%H%l+r9q=f@*|Je|uV z^xcNs&|gX!2D!7>feWM#ZXud^X?2BTSi&3cf6MswaSU?YAU}Il%&Da1rz_6>juaa? z(sA&1okjgiyb<_4e*^X;#|Az%OT^|fxnLGjjYJX*+kwoV@rPHPHNLn>Ua3Q!Nn=5 zjQ!gz@tq4Pi|e0U$~Ugo?$CByigC|Q_jYgH4xfmsB3dV+ei5w~(SV3HboVS_fbun- z!>!S#aN`n2_%Q@8gd2O@ONhC#!`I^VoY?N=geTnO>0iPf0?W8FtS;ehFYoS&sx4lx zP2pX_AvdCREndZ*@STPxiTz7RO5(#&e~UM$+AkHGx}GyZdqxd6sihqP&JHut07=?x zlAzCC)xfFSIJGE(SDzFCinoN63)?*{p66*6{{3f#e;j?h`gm>Q72{>{dV<#}UT1mz z!@YBH<@E~`UR-&8b)6Sio+Q!vYA>!Fve7gz4&`wHb3R|Yw`n*NI`t)#lZ1S@zI z=D`-vSsZk$aIEyYWZ|qj0mCF;@T6qkDtTG;yp@!M(uVYI8Hz1XXN&F zs!Q$QXlG-|9!Hcv=0R~tP11)C9E z3gF=b|bf*F9(Ot*+2_?BO|g{^@yp_`W^-&>mjQlPu%d z%eY1=DvC(yr}-wuMsE0L&WG{}Y{D;t0{7t8c>A_6Y*V`N7ruAlH~1?@;BUMh;qyzp zPFr{xKhp7IoFM>saqbY@F)YRKN{ngq6OMQ-hS%}NAqb10_0vOWweY5ew=DEqP%ZwS q1Rk;QGYdbr@Ti5Y7PeVfu+W&FY__n)LfFEU7Ot}JkcEdW{NjHoWY;= z#Fa~RW8%UzEd5c&b4w8t7g9HK<~+V{&dfPye*XIY1HcjG2KU_lm;vR$CO2E&7dpp_Q*=U<~O!(GuJfy2f8@@5!o-!DWapDy{4? zgF8L5nL;0;NkkB1h}bvEFcixFeQJRrX=I>;r{2qeVQPA&T=%V~^jm&x7naiF&)5Hi z5$M%f;ud?&tFTPelVv}s@jYp`1EI9xLTlf4axlE&+e*{(D5}uwm9xj!kwFX>7~-YM z`o`l*ag|}I*F3YQ$OJ-d@x%*alUSJybSZbu`vuB1J zRww&g6>2%!?c^C&+6Ti)XT(W5>Gna=iMvM%8QKT&!w>FA`(VMzu_uYRbNDeDi92cc zSt=bFjb|bmCl}529e#?^MVy@l7M?J9rf$pkS|GYl|Iq}_g%ilYdu*2&W{KidnHds) zMwMZxJJOvQ-gvh!&3xU`JQiuf88T(RD!ffWW3}zcjc{SOP*z%2nvHE4bS;T>RnwiH zfnn@rQ(M)LCEZd+5#aGj*E6I_TFap531cM9dve`x237e~g}j%$$j!fS$Wzlq!b-xW z9eo@0;GDF{u(TxmX1^i+g*FU1T2n_xB#t|^459}8 L2Dc2R4Q74=F;9w* diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallEvent.class deleted file mode 100644 index dd834fc52d392266c4e4c5bdf9838f09ea7b62ed..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 10426 zcmcgy34Bz?dH>I9wQqN|pr-`^IzSRESXv1!7CCGrPFcW$Bojo45lzTr^^g|rq3qiQ z~zeSHZyrEmdNJJ*g4b47x+$Rr_5CB zL^himHd3jP3ml#JES`}pS;>T@p+TTI zF=HlXomGw*IU{XypujzDDLi=gyqUQz5LuW{Gi22+j6X8l^Wsle9>GO$^HzC-w3Hw?Mz) zW);6%0WV=K$IWvos-C8(Au6zL+RQ(g8_v;r%%jSHp zj$Vh?OLM(XT9hwH1@EG%a;@XiZR}->aYgnU_(}F{B8oj})&ko|(jAx*O_E4dq>&hd ziEMf+TG=J3HMS@>ZVnS{h*@J9kOoNjHPvaD%GN>GCEYl7vR4Y_AshVs}kx zEr(;V#_tGn2TECtC+-3j?d7fs4&e|EORGAn0-&uHfkQ=;QdZEdLiBFY*I5o##h$dY zVq037Y&)TIx9IU>objuio|2gh*;&)cQjD7kBY)74f%B4vV*=~b#;j?B-;~VHsK9D4 znF_qeZ9EQ^F*84tojPn}rc$QGY?GZW%+-kbE-_V1JaK8xtTFtwYkWzpi#U++dLo%O z2SYfHi6Gv96OBH+QQ)$h(EkT3FH`0$CJA~|m{rL`)aZ<1QHoOxM|IsjaRI%0xQ1^E zVG^f$);XO74*D`w`Rj3+~w z#*7SgNfrg!{EW=%?$qfFWKh4DqvRtKX6jtTF1F6dVoTu4D{xplpg$b5%v{n)B_B~` zOw7zAvQsRiV#6}_SzK;JLYUf}BvCzK%Cr)>_DIT1GYbhEDVAe*r3H7qbbLkT*GKTp4Y-7F zS(3t1C2CJ9^Q+-e8hU(u;>7;(;SpJ7)n;)?1eDKZe0u=jhVKyQtv$K8oU%(&z(Qu4 z!ScHVx@_6VYFn1lrGadhBz5r>O6o3Xafi^NFH@{<$2+80zlRlxjVvZDLc{k_WUMYu z8mYpfBFUK^!ee+>1Kx@67ie(|py-`t=0f;Edx;+sXtidth1ArD@==F*r#Kh5@0H1* zhXLt_@gtIn9}QtYcFHXIW2|N@#vMk$Y#~2apfN6`bwzm15JI1~N+CkvHA|SyvLQu7 zLEy{X@gvn4-w73R|Cvr_GqJR3Sqze~gZBP$%NUaDZ3xj3%jY}|D z_Kl*3W$j*TMq8-(qUlP!M8tgw<5vuy7M*a9SL+%BcG+1Tq?e01KY7`v8^Z3OeZs9Ym zV%+uqNT!e;)bLqul~)j(9BD}x{1v)jLY*(zn}7MC%(cMb8vB7oOD+{W-0}ZG<>S2A{?f^whTo!F6;o-f@&IJe z%~8$i&XL&f1n~v@E^C+C;&t(>;rHo>Mk2w46=A`!sMw4o==r*|1RIyCFKA`{p#;wm z)yXLLJgmI$ujMI@?bSM%jmVnc$fzTvKMmpqd4v}z!I*}sO>f04Qku*h@*@6R7Q}xc z(B`81#0*VnYQi{Y<}ZzLpP}JP3~9&ScwjU>y#GY}LGGeAy7{agPsD$PzYgFp@i#i& z6~ZrIL6$3j&pqjvbu2Jkl-28Of=7+?*(rm2XyaUQ2mX&LjFtcbpLZK?#pe0zw(G9I zT3wY?e6*Kzmzx!z)m-8PkcxdW`VNHGf7mK?%M_`e|j z7hetGHGcZY(|vqvVZWbCOUUgH`Mmys9z1ZyuX9ubVIjU( z@x7Y!8`XTBEsuk#jMGn?Hg-R;$`7zEyW~}i6d+DE+W`G;McdP zr6Y%*f4q)FZ6!3swqSdky&T(H^?TUv9`NZsd~;c!9%ZAK?>@e_9~R`x)v3>5RHeBp&-nuW^(YgX4wtSu=M+I-@);%O;G}NrOjO z>^s0nHQv&#S;YdYcp{aU9W&;fX)VsQlQoD5#WNW*r>;k2Jr`&lYcZt$fvo z*YOnu|Sjyzcb zv1`lL_0%PYJ(P>&@C{s0j*2w zM4MMY)Pw^iL|Z6;3So;CClA-0tOUH=WLu~Y)SRq@y4+-2kRv5Qy2)08TzT@rnky^e ztvs36T&PpVe~BI`-MeRL_kI?hQ)Lg3+OZd~9kr+As68b|?U6V4%29jd&AoEeo|2>X zIF9Oydw1rv0mN~{aaz-H+R@DNl_N^E z3wgohF!656NQSdGF|=RDnV~klV}|XH&qAwv3PIT<_^m~Fm%9_WjLj102V(cX`s-ura# zr{Q@5^>t78F2FM;iSFZX9_JNMQpUAdQSe{g5z2;P_Q77ZV0+b0@TB3UhEO{Y97He*h-E2cY@ z{2$|5-JC;S@C4qg^z|6thxe1yE<$B4$&!1S)t6YypQ*b|-}mSf*buE`joJJu`cX^3N$WN* zTT$2iGBZ_BTANqHEe&rj{(VX{_#eaSE129%CdV8m&mkxYEopWVR~@6A#54G$()%Q? z;kr`iqzW^#SeaB|Mn>gY%>cGXd4Qfq4Y=R(TTOxL!nIr5eJw=kZGm z_~m*0y6wKQPLTp_5bd17&89P>PpuBDeHLFh75)@Ugu3VO+c)rg3;2V|nQJ(+1%HS? za%Q$Gg#ljLU*$-tZa@AQf8vZh!!=}xIrJ=EIK`^!&z`{-b?rI4^JuhAOhk#`Z*Sqh zL2h22h}IM0<4@zyFTcpmrTU^v@H4n5txYJgI}E`~u``0vsy;|nt)<1hKta67TJ)A! zFE;FJ5nK4(BU*&CtIx1S@d}1R;XjSKxCq2WFfJNIh;OkfE>??11~W_OqUkgSEOc8U zY$0HYH5N8nXtKb@W(&<0&#K|Ga8-SJMm?`txNhNwg?S54S{Smh)52~Gdo1j=u+PGN z3kNI=TX?|2h=qd|4q0H0O`NmpIcZ_c!klVfvG9b2_gZ+Lh4))XTVkz+7cJ2&B4nkV XET5!oAH=`2^>_FOe8p}F55Dp>GS%In diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$$serializer.class deleted file mode 100644 index f008a1a9d9d6df59a5e1a497f1da7384a8382180..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7141 zcmcIp`F|V575|Q|UCFW|DX~G}GQhWWAM(ySCyB`p)%KY3hEnFC|fx~VGKT&zecnToE(6wQ=# znxw{VlQlUfnQ}T=VzqN@ZQ=~<8ej-jOCZ3*(D(MG5a46*?Nl_y+{NH-?>H2M2!8-x z1Q6{sEXs=-z<&#QsCK(beh-S0|umP7bcxNRwFN=sW1k$pR$|*CZPP}fc zqn|R35wneHxHM}Zh%0cVA1++Qu(`G|RO?s3H4IIYaz@cezI=*114E|X@mzHIjyf`z z)*RBaGrFOea`AA3xE9wnpcR`K`q$p!||;skF^o86viRlJdQI z3Vamv)Du=vxHE{|7;3;Eh8e;((U`7fMpQXVgk%QwPVb`DpXeA3Vh?WPjQ5g3IMB=Y zB4Ct3q^%#~@W`;Cy<;V|1~G>52JFKG!EjfifCAg z;$SXA`9Nmnsnkd;2NQ!l=^V-B^ju|HBtT)flvJ=D18dXMejJC&&{Ip`yZsOjm7>yhEGT^!v0uimawb=2G$u&y)oahi5*r}V6&2d;BQs-Ma!*>I1c|Hw&6z3 z{UimCohd59sgmWt13Vfu@?z*K47+M;w{$SKt9dGbs;cy|RSWp4RiE_m>w_M}Q|tOb#Mc-`D=Why=&T}Bl{EbNVZZ^%uLtlHo}r4`R4C$`Qg%kfH>rS> z(&h25o%}RT;ahzAvt&9>y1>%|5#OO=G?&*BX%XKeUL5TBRS5t69O;(-o}fxs z#A)XjkAEV5K+|L%)+%Q}u8kbEeEtwJxy0Wuwx)^ft7vnE5uxaX_Q~0l5`buwQIK4REA6T3ZxGs0u zkLV7#LgDf^_4DD7-Ebvf zQEfmJ2lJgO)LEOqx<^dR&@urumafMzby+sen&tbU8Sr zN`@iRWm_Pr=W{7}kHQxWls$)R-C66<3aLX|3Ff?{b%EL_$36P~6PdA(+7PuH`NdFG zpGdTH)knR5CW=ke(!s&oc@7QF(+9&}=pD2>scocRVGiXqjZc_{o0bGRx+0PDxV$^E zk>00q^+eZ}0@_@Nd%B~ZE$7im?*e*V;7nckE4?{92iYF9vk7aFR$@hroJIIo7+bA{ zJ7_n3MEy4!Z*)-?-;DhZbKs|mB#XP3qze=GySpO&wiM%@UG9Fbe}|97MHct7c!0$l zSUkw$jV#{O)m^{k1fQIEgo+>$=?qB;45HYxa8P`@PiRiH1CV1?*>7 z#5<#60e5)m>u_9b_Ihm!ZvjW$i2Iwpg5BXe4T%#63P^L}WAQ+J^$uPcJEqPdU1tD7M4z}u9StPhlyyp zUKW;g>Z`Asg{A#8UZtIdr8sr2rl5tT4McSj9WA`|Urw+>O>ez<0r?}%o^zOcg$N2b z;lc%MKGN)M@kPa`KN^TOM1#@BXcIe!_dQ3NapUjw{sMwaEPxQXn}C}HJV?Id5pY<* zvEtv90Nwf?6z~CHiHeyDa<&S&XMNlHYc^cp+Ok9rS}||6Wi0pNPVXc4;{Mx0&O?4t zbS?VYjt6MG5*)a53Eca+bA|B`9;Qj$#jm42jtL%eYrgqPNboo;D;b5!h#s|F5_9la zUOhoBHWm_J!sFxJ?$h{avfI<;_*1gmOOBFsY~u0r_;j*cuzJKU$03sTsZwJPa4BpI z;hTiBNgJdl9Etv6(R{FSi=jaRuFud6zN@_?7ss1GXIJ+kHlM}k%E(m7)kdX2QFVk` zMN|q9Dt#U<;<}AY!R8t#xk%OUb#|S_7i-ID9R^{t4W=BO?ZXi9r4kO$SvU^dbpfs; z=kVn-c=7_CIud#MG@e|95E9Sf8~ZvV3!bz1c4y?fcJqC=_3L@NIb%0Jw3~BwQ?Mu( z@!%O;ZNqyJi36m?qlCm>yh-wJB;6c`j^BnTkD$Vmw}X&*AnpUS)E}6TMa}FTw&l!0}mN^*uZc82kJ{O ASpWb4 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallFailureEvent$Companion.class deleted file mode 100644 index 8a999d062e84e6409fb354d5512240cce7e8390c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1535 zcmbtU%}-N75dZCarC(Gj1(6TGkfMOXE2wA!5}`m+Ej1C+3kR|-OI`Z9kG$PB=!uhm zh$oNg#l(YYIQmB!=aur2co6GlXLn|Pznz_(nV-MD{{ZkDPZ?ft=~O+h;_!-4MmuHC z7tWsGrcScv?F!e~@;o=oU3Z;Jm$YjQa!hBv+5uP6QxPzRFn2A%R|`Vo0KoVf3#Fjo=!?>_j{B&VHljNM(etxa+Kn zJzjTB)>GQ}^|JB&4enQkzc5*h!wQO_FI_%2?$laVhM9k3W9U5vYzV`5x#5&vtJbio z(5+x$!2$+WCH@XkAMC;A(VUfGE3v3` z{4pGgT1oq5A{iQvra~zz6V7xUe+tt>tlc>l+%R^j5`5O-Khd+gPkMDa=v9XK&T1%v zDPp?t=?t;6re^4G&wy69Z@oJZdZucqbF(xO7*ct!%-tfV&MUcMD_9tM@=}RHy;c%_ zTNB%q71bIg3?pyq%E+3?sfN^&0L$kc!H~!)CH$<*wH7oP;+tOGFN<{<@D8<+#XoSE zr4kAS{|cLSG+-$G4xPq=k0#kQ^$pQ4v|-55nmAD+hB%#i(M=k=1(qHgAFip}T8N@Jn9>c(ivQ0u}3}KjDZ9FFD z6j_safQLk7k(?&$6Vh9l!92+OegDpCweRg}Z9lCoY*}Di)>=p_S!)Xej%5S3k*t*^nOepKoQ6EFo~5-` zyJFu;wh5(f(k4C9yQM%6r)e8#kx z6aIh?t2gtTncw{G-*0C8@*B^64!|C9qrgpOCOMVQPbAF=D_69W>3qRTp0Lc~EWgwF zaVwiVlFw)No7wDunaL8`KgWq0gusnUuf5$mk;z%(0}euWX`Mi5cP5u9-Xd_WWB8;w zXC|{|ZX!8WEM#&MeanLQ?Oi0LwxV}$VZ!bk_M219+uqb($#;LDkT3Y`+j&%=Z8%?; zNS?Hc#|vgAXD7{EE?+c@nLOL0`QqqoHrpoMc zOP-vYPG)jNtB^CZ$y82?z|N#?4GjWK=}9X+5LMCjz+g9rKDpu$+DyXbTkQQmejALajn4ij$uD4sa10}Tij0(6brNI zV!kk97N)F1U+2*%>d_oQ5bFhE^A#CI7}tgoz;yxWwa&f?fnaemV+-tD2DT$UzCksA*{h#-oK>f; zR;ddZ>tX9emX=3P(2x|kX2L2SD(o-N*R6xfw)baEn}SSurJ-Pboh1?q4vyqO2Oh@Thh4fH*iSy9U@9S=~V*lBxxDu>)==MN1%6sHH%m< z-H1e}z$z(Ga*_#d^NTVRP&8*S&(Je$1*5dB8R0sq?Am38CZQq7R4dlA^l=Z zWe~>}1n%;i+@Vt49?`w2SdR0ho^+T}Te^#Es}!UfP6FB^I(0Dr#w+zfCO4O#vfMI( z*(Yrl2TYlM&S-eIz}jhZ%5uPWWr~w3J((oE({eco3)96AORukzF9L%1Mm&__mE_h1+AR3WKC64<~>mqV9PAQJ?ittNm-A1 zD;;+t^WmuiRU99)vM1tBb$zd_t_42&*5izm5>F>>tB^6Xnfp~8nzVB1{5UJ;hrkRHYhDt?rEwV+m;0@cZugMDKyYQg~d?!AyNUgbC4yaMQHeOij4KuQ8PO` zugr9pNAVMQxB(C05rJmc07~9jVJ?cFbhh{@fn7^GjW@Q%>Droo_f!)hU-wPp7 zO8jUT=kT)v>+Q+>Y<9d~1q)XT?%9sVpSPxrP6o)I!_P};{z4Rk*eT0}$5>0+jDw8G z`Pt&kEWKhO^HUP^jb#izjv!>L64AHz@3!k`jHBQAl zhEkYQ$zz^v3f#JYw#(XDf~WbB_bLd~@T&rw{amBkhc*0~z@BeP_!@p);JSNj>y`Mu zW-gyQGo7Ec?-kgxpz$9piGlT>V!20N@b)+*Xitgd9w*TCxEkyks0wsFQlmP4lL329 z<~|lnw{~d41qOYNQS-K3D0q0~7sVgqk0SU3{IS5sMKuzqdn`~C-I32yYlWG~Ou9m( zhCd_9$^ofzt(@FjzG2qz=X9%5B2HG{g!Oqj@?GxU$NpsmU&mju1oIcKhhGhULq9ar zX{Nh4>z;Wvb39GYH>4#vxKx=$E7NzUSuLv@eIEUIfVj=iQ(SXdEBRyb9I&X(R9x@uUh_1?s~qm}CpAw(d; z+)=kGB!Ubs&IHP)9L>~w$cfpUx>vT718!?uUsQyI7UR2<&Pu?eH^u`&l))?uc7frt zv&aH|o{mZil*d}XO-eDrvFoUaiWL#jAXY~4r%Ii|AmNQM1SAy)s=Q$L0@=yqUb{V2 zp?i9`rSBHHPm`A}9=BCVL3n%toTV`0zA81AmP=C_H;X2h2Bzogcr6oz-QuPb-uh#n+ZkEqeG`VcC6YB0vZ24_&h zZDLno$Bp~?Vj&~2KCrDWrW?Wa!F7VIkWsH7AtS`E z#=g#PIHv0XBO*txd@K~y8;t0_jBapr1z{`sUB$0KJdFxZjIDr+v4UGCZf6&r*kw!O zJYBW81M!zeSF6?>V_JOP0l>k3mdKFk+89uZOw(Zu^o2X@$#Gl z#um0OpY4?lDdu}4Y`N?!s1kr`DG{ia5`tFxbp$s$+NuDX6;RP#0j@V%I8(7u0bXldcX*AX(sy5ZC|DWTV646Ji4b2O0^@wP zxOo`?-|vP=NPBPaoSfNnDxj^-C0y;}_3}y?O|&!AIOXmdcZqs@ks!NgiU->kJ{HL` zIhC8s*csjcRMI)CsPI^3BBx&0iO0DsT{X-n^3mDp<5uB_bZB{*uJhQC=su6u#Mbj@OEd@1qdn1Fe;%EQ=FoX`JxN>vv6X)}Q!cGy z6zyUVT_VK*JH(gDgXj~(*egbGKpYS~a%X3MbVII^eI+;5lF|yOmXwhU(}VJLTSKtS30QECxHQWTBY?~ACd7SYfmh@`1B;&$}= zu-0CS=-`rw25`U!QD-fp;Uy69eB;YnS1qEEB@i_tRYufSt2MFY;vwI~N>ht1cC>TQ zcd^pWVv8M(43{BaO#R}0?7N()Ob9`z+#Nq*_Yd^|;+a>9?$T_r2MOU9w+ z5xCpykW$CaPEI80Ek}~xawO@M|C~lel3w}GX;dWXEk}~xawO?>BZ()DUrkgA<6Cgp zjVg0)RC!O67GzM-rSA_nY4vWqb)-qt+;-b2BahBbn3LLf1=%y)UgxfQH!8`oE^jQl zfFlm;+b94Xp=d+HiWMtpw0D*@vRfr1Fk*9a{#yBK zM@pBoa}=Zu%14P|!v#$2ZZS4avfcU;w7SO-kxhc%SAw^BJM9;6vOLmx0n_D9mox2g zVh#w&QwsubQXc`0eQy1x%vq`(;Gs!oj%!GUj#1>0SK;%ht9gML+~->KGn^yy#;HWt z$59`AyzBD_Jc|0d$Ga{gFd{kV=IEb=epjg< ztZ=gmx~9L5HRNEG{IARbX)9aoDa^4al+9@}X)rVx%{YxSE<4{~-jXH9xx{4zySgvp z!Kd(n(XMWlS}x(cgXroGJ%t~*j31J`T*8ml6QZ%*=8o!H_1;T(RKS_iehEJAs5H z0kV66~-c}^%A~>24lUveR2IauJ8lV*l%6L*DmAtF5*v|7$6HUDdYw*z!f~;yDPdC z9l)CB@%6i7udq6*djWs(EdKg3{In()r}3w&k=5>qA;E@( zKaCGaGZab-E>{SOUcxqWuXD(XI8EtEDp7u4rBq&Has0BlUUb~nENAGX6ONr)`Sf3It;#z*ibt$nyY&-^Gi%p{S7;d())fSs=gl*AgW222m8>?-^ zZ8X`q-o{#+4+sd^xS}S!sQ!Mz#ush8WaCRVK5JvIjh#03+1PL6b{qXR25cO#F=!)Y zW5~uq8^bn6Y>e7CWMf7lnNxp{+ql!l`&IjsHa=zJ(>5Nr@fjPZZ9y_#v&9y%gB;3K W_+HBWE>X|c|KR`dhSL%;yz&311{jn8 diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent$$serializer.class deleted file mode 100644 index c2b3afa85ca08dce2fff5f3b8fd7a67d6ca9a075..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6994 zcmcIp`F|7F5&u42yOw3M64*uLz<>k3u)u^PvO{8Q6J%_MA_C=T)3vn7i&rb7T^U20 z#JQR_z3gpZcTSxBGV9yqS43 z-#7F8<~y&v2Hpnk^2-~$;zgZj2Bq-3@uBV?%mxCQn>&EJPcj$UI+m`249b=tLAP7cT4Nx07TUI z;f0^UV~(i?L*McwEwvlTT$4AA!Z6xW#bAn_$Rt&=>i~aHvfay@y1Vr-!-klxEp7b7x~F-LNmMq&xpluA}akl}XQf{{~`>EhbObTdoi)r28nB|}4E zOi7G83=YUyIjztlGi++9;17DRVVp!2_6UxscNgU==7~s zWG>9vmq|}#4AoTfYa75itgl5AHZW{oRxk*-gQ4+EmY6oj742lR9oP@@z-D-^Wtrad zt~IGLU~zkqCu~BC9~;riK)6&1K&l!~Ks!S~(UT?XwsU#wMsjRMXDvDqVW`HUAV_}k z7pxRpYU6S1ooSN+={J z5{h9orxdd}F{WxIn}*Sxm>~FXX+7?^Tx3W-ca}oG2X}K%A`ri6Pb#Q+FGI+-Ph2^j zqaBYnJMFBs9UKc_5Bh4+i++ZnO*E9zQv;fkCPIc?)fR72-;cEp2Cx_RamM?|9~{`_ zx(FC#5J~mJ92yx`wX`n8)c}StT#Nk}Vc1+ba{3D{W~GMT858K*1~g`beb}aG&u}`Uu3VH%?#VG&4lAxVhJFpTVG~vD^WBlH8iXQ zu{WEdTp-2Jyf~emL<&#~0p?gfrYDstLeOQIzcm)XI5ckTG(&r3_kTbi*E47Iy{e)m z2c{Cr1kXnWWGJa?iP>4+X+I{A>k@e5}-=9giq+@#;N`+mGA1at2sj z3){w(=C5p+q7ykgkOdEY8QriFpiFjH&W=;!Y1=5rL3Q#bw#9yDi>jK1FNTK#2yN?c zgmeKPVyGh=BnTtv5y3)5Z&vb(N(n zVJP6Ss+e6^8@|O9Wf1TLfl3v{tBkQA;UhJ85>GK~t1Q)MPSs3a8SJqiiZdGfO#vUH zjfw1^2NH&T)xxzzz3yrYR7w-T$MFe2p2jB`?ykmkLB>@QP)^m!eY74c{FL*5h9G7k z0YlG{?DL*m3hEC30Jh;y&ixC7&pin$aH&k>?|u%rb-dPihGBPQ>lPN~fR>~BqO1Zg zdbNPBSm}Q!ugp8`1iq64Zl{AkomOSuS)no)@l}Sw(z+{;G)st7CJe9ayB$>gx*yNt zIVx98mG)FqPEUyVCY5J$GFjL*8!JqCj4#Hw@NGW)1@atcL*^T>h#4yNvN=7L6!Bf+ z#nFo&GVu5Bk!kt+2-T4ye&D=u$!<86SfCW&c*?bUZn{ehc|xu&t}Sd& zjp(}myw4-LCC^}kx7JV8J*))4%~7uN999WiRqK7p;G$Q zTRe23v3+!=!+|Q3khQ}yW#2?`h~F4i45_*@l1q;&S*NGDoLAwni-AL~?#y*~fz;AgLOCy4U7$A1 zVUM2wL|*KpR-$$dKXxhW6N#3N(Wv*&M6rQdS~z&yuAue;Juv)*?g6`#+B$j*awMl= ze84!|G$qj59tvH>>WbK~7or}7-GWI>lai0c~EbeMBCfcKd!kZ!#ViIG&g1RyiVpWIVs7m8 zHF!PKJG|842}_=?S=`SshxdlXSv=sSrz26Z!Rxgtyt6p&Mzp5EE7%>ri;y|7e-=qj zd@|~9@JgcnQLw3NsYkMV#IPh5X9zemj70-P(qxlJzOW?uibQn|=Tp%-BD&Wha#+_l zc!QXxz8ThY+j+K&l$eF?!VXV^=OwZq*xGseqX&VmZFKFTYlyDXbUjJe3v|6g*MEps zbnl*-zqY_KGxIY`8)s(zF(SIrJ~Q(=^;I{~%=`#_FSF9j{9V+!l%ZzkR}$6Iwwih8 zznpG?x!!r}8YYf5c&@;Bod{-Ox^N8}k2ZK4ePJFN1@~qa74h#{BKOaDeJjcz=wf(IwM0X~X09?p#vOB5#gNTa9in4<5cSixgW;9$UGEr^HkFb$$8!+PrD5aFRH z=gOBNgvVi7$|#6OFl|RDo`A;+@?#WnLz4I^9v|*-U&Ke_9iDb4yy6{RikrCO8joMa zr{W!g)g!h$@e!xRZ7;@wO(WSvTp}A@xWaH0w(;wjBi-LDnnz33m3j%&K20OIhWkiH z4n_X9_KrDhyo}FYsL0g@EPvjN1Za7{@)KZv4ld%l4WD|M0}|L(Nh-011GM*b@U3pde};7JA-u8Q*CO zy=XTtxvjVF+szN{=4HFNXg5E$DCcnQ5^m@EvI0o^$%@Abq`mk%^@l7yHsZGu!x8)* zf4Dac+oEp#!?M#K@lR@jf6?_2QU8Rl%LcCCs)AWUlxxK4r^n%r;nf&ki{W+5QH!6& za2;d@P{5np=TgoGGA=b^DIgjs~Gc)I$pTEBU0Pq+K3{SXps-9PIctt3qowDZ( zXIF4jCt34$gzJ<%&&_hz-4MF&nzaVSrL$gbpDXF92pB_hk2kpEa#e9&Ztsb*iNIzE zFG(fMGJ`!axtTy0!f}KUVF;PGQZuaN|MTochPW2K<2Q?GPK*7Wms(<4#cfND{dv5hjA-vA1h>N9!8Ho*n`c(IV;1S#-i5I z$8acWCGF>lWN0{=3Z<+}IMa3XDNGl!cIH@c!q|oCZ=thqqFZ$zcjqF49J;+YJ1huX-^KX90( z0tyAc3Y&H`TIlf|(#C>sCfPOh4bd;OVaU*$I5r}NIBC7;CX3wy%(elMujp@L;4`@` zVn>S+?A1AVqz#{I#azOJcGP7c$tZ`bL>1&PP0}J6n?ju7VB7VI3Z=Wrv3o47?1qdDBh*cO;Z8sl4tY8s2U RqtT@i*67x_t1+Q5`5U2toN@pF diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolCallResultEvent.class deleted file mode 100644 index 7b40b7c32a7b35bdeb4455f6cabd3e28c915f362..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 11440 zcmd5?33yc3b^h;YG;d}!z>`3L5Jm_OFq#n>z+1v%8!#AwkSQWKHrV(vdPsvtGxEHV zFplHWC0qA2jT^g*9jBPIb=$-?Mwr-Du-l|bx~EIJ@2Eguw&wX!Zo`#VGw)1`V z=h3_O+EpIl8s~SkFlgt} z2MdMV4l9>CU_0Zv(#{FaGoY>r^)~x>Hg6B^a_M=f4GN(x*?hKiv%<#{eJ895E1k3Q zL+OE1F`FOSd_|CYY?sKWquJe79C9}I%|6E!r_O3!hZL^uD-?&)C+yO(qLs}%X)B*E zl&n&=z;=J3)IXlfZB~fSHj7iNV>z4C8jIuk-oY>;3M)nmrCc_jJ~1(x&gM&YF>mG4 zy?GJb$z~h_O$x1W*V4>`bXH_c6@F{3v2rpb!?F^pipu z&0bG*6UIUX!xmEtW337s5`FbpqX8`%eFx<(6~{BBLUEr}9I=a=yAH+Bh$T@3u~ebu za+}2v!LkSfXjg~|7ve&_gE3s=f>*@Q?6y{lB4@Xiwr30ru}UajO9v`yXH-}-2c~D` z7*=DA;I56K)m^qrAy^vDItn+{r7>p^(6X=iP4W(L-`=Y=(6G&2WfqDqjr3j@9>aQUh$0Opo>tG@rcW_&y}~>$ zHIN-0%h}?&3X2k5_5ABb+|+~{@GgazKVnGQ&yg1>;;);qS;AtAcy1_4XJ7&fbFBjs zp6;^cTqpe|4oTl-qTCZ#q}!3DD{xtbh|u?ZH8CfW=dFwwqUm%gj6^eq(Xm3F!MefU zp%SYj*ZDitVRhsNf9FOzeWoyWO5w|XCA~vjx4urVBoJdFRD96QR!Y$W>RD%QN|*cD z6+!APCOPkI*o}I943vHOO$rx7Kkg8}KcKe)*XRm&mYv@9KJ9i1y=84x-77^5H+7eL z5)b9JM1!=8+Qp^iZ7N$;R~YYMX0LAV+5ALd#P)W1?kE|nw9Aq$<&=Rt6_$)zBen~^ zGg}(gTaLw&MBx*DSM{juvrEH;!QEDVFlRg5hYKU)V|8{zpYo<59y~Q>*O`9UH@~9n z%OntW3}j38<{0k6-BG+3hZlr!MBynvqwkoQs`Br#By8W?!V2&x{b1N~sOv$d*@i?{ zuYy@S-9RP=3&)}u1ZVliT@4u+iegxX6wyQW{o_`SMys2I@8*J5(cUR@<}7H+2Dm$h zQRF3a7g$RbO2bkN`6~`@BKN41MVci(VCRm<-Fo(@)UyhYzv+D7?otn=9lMyda@hxU z4Vbp`nZh7z)$|U@%nldbDG=60-p*HxFlalOVs?zq?xY7asoN?L)>34>yk$ydxMyN? zK&s6QON?k$rYn@APSHIRTW_}i62#1<_s6cbAvl|jC#U* zCmV%#y*V9pF)clc$3%!9i{WrD=yQj8P@Jb*#=#P#T^663AahNL8yWAuCKDQg6VSn^(k6wt>fqV;# zp&3+Bji9n0$g!o~p;cj9J@)1-4C8UvB$CGrJf*OsRIWo^byd5Xfj6TRj07v~qgnnzP3(3wz4S>2cFwk7w(iUDMKFkJvtpUtv0*kPV3y%q@wo z!*9hEV)!z?62%mLl@*fzxUn-oKDyb!uk&tU4z-bb$Us$Uh23?I zBbO~XQ=0MXFNWX7SEKkX{EkA$tQLtgkY=b<_7`%rT5)VRo2fEs;P*+gdgQ3yv!=II zu3QcL0RynSO{b^d7;W}TR2SX5tNf!VzJ@<$T~uGaK6wrN>6~)%CT4||$#A=jvs}5X z)QxADMNIJ(cQswz&=12~GAwfS)i;k@tov`N7fqgb&V2tKmve`e*LQP&6UD1?2OFut zxXIPJ=oRix6%yQ=Uc=u>Y5w;L?LHX}4%6WV2dv|E>C`@+cntg_Q|12mZ13ycvF%{* z9sP`1zs$AsN%)`fFA@9`{?)|CV)z2SD23C1@BsavCceltRCNaL#NKC(9vifH;J1#K zuM7TLr{@Yl;VXVupLWuJ+pY+vQLU|yrVYAF`U~G_!y4Crqv?(Mt`+_l{};vo;B{){ z8%#d#1nQ=e?eqh}@$tOApLNo^yw-ZE_YEG7`8>l1nt49EF<&S?yaaQsvK9I&!6a4p zWi~1sP|l+D7AfZp*Q;ZyQH7!^sEinXPn%Ok7KBu^1p%dE_;VLDkD&Q2Xb{G3pB5Hd zX4v|C5xK=zW_qW9n>XLgcxv^t%44&xR|t>KK(m~AyqB5gGP-!zpjEPn8W^2u;N3_- z{wVna)&nDiKaiCk6I@_$g9UvcUR=marLI7F?>> z3Ym=>5;8;l8XO7hkw{B895ACYcInAbFx+Iuwr9g8=g%W-KEDh2H95ao&u?KX;L)s7 z50kpPPMGwiHEjjbFOM$Ntwr8it$QM7hpfH(s_c2-6r<|?)gZ`QSX zR>YeXugvN-SF=5JdZUP>6|gbNmZt&@)k@GUtp+{rDMCZFB1l;6S!k{yv9%k+Wkc%#jIk$% zUlt56HkTY&Smv<`UP^GYYqKh_O#?OORp2tSodi4~s^I13H3t^ChJEj)M}pOX73Pvl zpAPY+KQPEAf-8C4s&`|g#P6GY#~$|F;%S|Gr&jxNTrR0*KUo@zuXjPWre5Ts=o@DN zIXxphF}L$QMr!fi{6yBt@Z~Pn-zm@cddg(~UlKv$0JO*6RB?*NQiZwOOn>UZ%daz=OEm{a*g)Gir2Y;RX z#raF{mwW;DftPk=1-j{HMV<7c;e@j+1Mh5<cjC_@TNz1IF%o`w(#3e1iv*O2mqhRlEJ46vpIp2l8 zJH65Hy70ye__*Trl}w3Wz$avi8CqwC`~wLO*EBBR#~b)eVg%1(C2jVT(|1fQs*D92 z9)(FlhRo56$?n;pEgM7db(}QtQ|-5^1$sZ6FIG`U_{5RHN7NCmjg{I`XYjaJ9Gt-u z_@uV%89a$kQ3XAuC=okOwaBi1#&uS;n$Q@>Eb}4rq4tL#$AWhAp=avi&+ZOdI9#^CU8d~3A zB5o274H}p-Fj)Tol7Uxr`aIf<@#O5g*-~Y)}J9 z68N_l6cgH{3J)Y32?_CM@E6u2^d3E8GI}`CEO%wbvv|L_vZ@qv)C__uO_*#lXXyZ) zbjMez(bsq^m{M`I`qnnJp5pi1>d(pw?9K7h@ zB?o65-0BFOZ4S0O*x}$d2Rj|?a&WtY-41#k>~XNyL7#(t4*DI8Xd?IPzm|i84kmQ_ zaR*O0_@sj;9em0G|Gi+RgV!9jN^PKoYpC~osQE+qCUx=e_%D3jZKn+a diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$$serializer.class deleted file mode 100644 index b9aca0f777bd0935c1712f0c9505ab5471c4a0cf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6931 zcmcIp`F|V575|Q|UCXi~DUpl9WrzvBVmS_RQaPjvwnOCDCPg7MgqE(QjjUK+8Lea- z&QNG+>3ssd3$zA$L1>eh6mX#@z3=vy{@g#HKga!!c6G#-;vApmmeP&98A)VwdgO?%CTujdp9fyYOWYO`7-qZz5lZ4*cJM1Ej&Dx1%wjk!pPw8$fp zHu8GT&@z!*bwkf-c|92~v)VCw=^_p691!p?mqLL{pzq=(QQ#5q>_{8w{7wO9d&fZ^ zR5W*_fb0fB2QT}F=1PFIdHX5@36pH7$x z)(V6YlX_yxX0Tt&Y12B-T;Rs`8dg#{vAATCqF_FR(Bj29yi346t7Qthim-q;shf#h zdM2MGubb-Vs6t~#EW;Wq&l>RIN?g?d2d);_SlcL;>sZ0H0?iY8Ds51{LP9#nd5-A3 z%Xid~xxD6Jc6ugjrt^B~fPJ_Q*EgaS8w8@4?i&hj5NNqCN6u|=J#(bZ^7wnC#|u2) zemQn@(R->h;ryDTP27lfFE*k>fT&dqS?a1$L6?9}H zJEBA;Es@Yovn{3P+Y*!MOjTSl+Y&Pj4(%O>ZR3lKYWE)_9PGf&(xwRU7i?4IZSE2X zTKb9W_ZAow84okZioxP8A8x^5BX(m*AYc)VW{uQvMxQ33!1j74cwXy^b&UA12e(Sb zdubFl6wAFR7!gppbw=v~eR^Gc$4adAVH9JH*oSd}O|^Y!sBCA&FhGZ4giewDet~dl zw^roWCNg??Lr-4XhU#EJ9VrG@ZmH%jZ%16J=)g+Mw6hzT>r78)jmR_&hFBQcV`V*K z)@R#+V>7w}2FSJcmWz?8yxG{LZMIrgJJ$K|J{*#=-c{EE%lVQurIIWuxSK~F8;>8@ zJw7-ru(^&h>oTDIe*pJ1;QjcZz;)J6WyqHYTUw^-kbRi2^qM#)&$7f)K%=|9R)oqk zg*1zaxI{pX`H;p@slq9NuG&U@hcRVj?=$wK^-OYjE}_rJ zWLCj66S?-7mDy#zFfb$85ZBMP$3~U|=S5gfwVB%ITxGcRdsf%pg>kN}go+v1fu!i* zgIU8YrZw5zn3kJjPHE}Gl(0yks%Pot5I1B;nz~u``4COPeN3*-1!V=q&?X`oL7<%N z^%Kr&Z|i*QWkIk!5-^Tc!oc#{WM9ebsRx0M3nJXnDGQJ5YD-teP{HxKs9Qc886+w) zDEJUzq0YwZ%qcqc;|+KW9~RhBTdIjdI+K_A{w>x^WkqveUcnO#E!2Mr3RvgVvx2Ja z4b(fJY8oFth9|xFC_XN5b3LYI(<)_8RnB9VmeNL>vBt|x{!@gLl>|(J+cPx zu`===nUVL{SkqIi!F%e};3~c>Fj8Gom7rx6xt2*JYxn^h2EXdXGx!?I(R`YrF|SR} zsQ3meFD;oYN57UDOWq|<y@Qc^E#wmVp0r%hTk#&+yS>)I6;k^*6Ykv9y23Ur@sIDnrzv~b`q{3R zw<^o}RMPUkjJI2>g-1KC6>$6Tboy(m72|n1Yi_0v%n!;AvdZ z9bC`f6S!u)YtsVS9EiHQ!>&!I(aGNh^g1A!I`Aj{N|^SEUbKtt#YI}lij3?<wFVW7x{*D8 zt49s{)yfJ!dxgoUk0h-YiQi+*YGT(eyUS+O9C8P6oPG16{px2#8%16~#({oU$n_GH z)wsle)SAL)GoOAwBYd)a9^>;IpVNH)&F8<)o%2htuh7E$(u=DrVt(my5}m7y`K1~5 z)mO*-(teIF)5!eN06SMx%KTD@RLk`;e|Aasu29X{|D1twDC9bYd*39%0&)(V!Nx-& zcZ(;ih8x1(aAVjPZVESxQz*PlRXFh%{yq)g5|-enUn$tGfJKmSDY#R?k<#B}>1DTq z`$6Je)#PFoa@X3nwb!n@A=I)&PrQg_ihd-$+e1H+j@m*mp#zkBh;Lgl%kgRykY1!n zHarat-tDGG#BD=(^fW#Z?^cREYL{*KaUNx{$8QZtDJ-y%n}oed3ysEYiT+xo zd8B%a{@p~VPjZIb)n3XafyLX|)xC&~C-LbD1XXjj;Ky519pR}2KVHJmXW$^$E%>a> zHA=atYIr)kPU7>m~iQ zY7vTGJ%z9D>kNL=brR2a2ESu9FF1=|FImm^tmX$+^Rm^PC{iwB?p0hP_bbYf>!lVC z6LQ`78~cOBeQd<9{Q`I5H~8(YFf5Ha@pq0p@H_m2E$~l15Apj|K0h+?W1Q4+ikPuL zPOlw?GlnxU{3M3g@djJG86)KV^e}{pxA691w3zsriJzP3GohONZxlRa;uj`9i^*cmXf*+kgHl_st-@qmd3P5kPA?X~MH diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$Companion.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent$Companion.class deleted file mode 100644 index be2c617c238438bc1cb682631feed6dcfd1e02ee..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1563 zcmb_cOHWfl6#nMk(ic@qQAF{D6a^J-!B-+kf)!%5)IkIRq)UJ?WVd;X2O(Fr;MvBusJaAv zhWMOR(#(H@5MY~Ef49RQh7$1?}f21%8 z^f4q$m6g?nN^z0l@iExvkHnqLpdYyuvKU|(`R(T>aGGIyyqkq!yVVG!a>6Jc29LxR zZ-%a@m35|Bb=oX*Qx|4-Vl53XDvp7C_0agD(Xld2{arMM{(Zo*aGc7Q(>HsKmQTg+ zMGK1-Ft9r5U(4uJpxx#)^+kJUFzpR_X)oK}Nqb3u??8(7PIC91Kh)lt@e1r=D(UUM zkH?Z;)_;=8#?B>kv7A?k7kYL-#OWd4<_wE&82zJiJXWPK^zQZWWYoh9_y4_~61Yy$ zjwGKUb@SG%gr&WnJYoFsK_hLa`bx41Hy(M5Wo-5T>h1 zt;m|{j2VXE=S}5gLzGlYT1kL~!wzA{l#~*t7;{>r+)O3#_s^8yMV-JoN8n6Bbhyl zj!s0d!V!3)3!mxuoWQNF*GVADh{G8Q6>*p(>5+^$3>|V9+*5XgkQrxjj$D1*Cg&Vk zv$%nq6v`txN!B~0_b`RKB#Y!ZOqlcQ@JqN*!o?CU;W9~#lyC*3>tGgnjIASSXOV diff --git a/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent.class b/tools/llm-bot/ai/koog/agents/core/feature/model/ToolValidationErrorEvent.class deleted file mode 100644 index eded8c5a57158cfab6ca4f86e87939c453937f14..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 11082 zcmc&)34Bz?dH>I9weRg}K~E9_B-tRLMP9803*vGR*yfOsK$0mU#F(`Bv3f|0R=e`P zl`xL&k{&tQ^l;L;!97TvgS2&9$2K60?JBrUS~pGaruXT(_mMWe-MIgm_jdPbwL&8H z?`QwKdNbe5eDmGkH#5BYjTc@9uv>Hp>@<_{@l0kkZjM^%oE=YOvR3@GW#*>%oyd$> zsrb=MCUwkAB}dF$GL!DfW;5BIX-?K41hy@{e!q1(nYKoH9i;Bk3W30`WICC(F9}j^?;NSM70r9HqxO>Uv>y{_9mr%y<7cegsjQhy+i^3U z&g2xsc6=z48=6X`x&yDz?$()E|pBj&rDCmlj)q5O`EBB ze_AqWClj`YDuMdMn3WiJcR6fk%?XPW1@7?5<=#_gtVFI1KkdiDScc^xgi$S^Oa6z5 zK}U_-lXB2eN3txbJ00}`nk6+TXT{kN)z1?=mHbvi|3p|@(-D6n$W%H5mY zm!$(*hm<+)OPMys74!0|VBPI`60#1C_#p=##wKhIA&xHEt7|QDr)bzJu#8&`CnqLT zmb5{E718!`=CK_+s;~`r3WUA3Pt;zDT$7jPwiDgbz;{W*3xsF~3>!N4IwBp-*;a-r z$Ib+*I3)WH5&52U1c5e^v;>QD@T+J?BPKo-xa4M`L}p?#lcxV{_I4Z?nhjJ;7 zZ1Z-u({dA;$#ViPdKrHQOs~95mh3rU$wg$ui5NmuMaznKiRk8A%#t8WQ0h|f^m``d zE%2>y6UHEhq{)7ZipP#_1x`r&ESFZJDtYV{oz2C_neRz^&bOsC%eD&Ys^Nt6-J)H` zQO4C`PEDq#Gvk(OZseo^?7!dfl*D75sgH~=V zGty_KM^cu}gqRthnk2y(IBlYguP~8}&YB+LY@EBVt9gyY;uxjZpVies{I8BYZ%g>&vmjmJ2*WtEDOE_>wr*^F@cLq zVWv!tyAWA#Hy>e4nb_bM%~t@jh8eJtDx$ zUlymOf?JS64UY-bsbR~p@}876!9*xt}Vld21zs%Ooo-}-%;-ssu8Wj`yiK*w0&Ew(C9iXNwkUTn z6zDBS%F+tINW{^B3|tyME6`Ue$y>Oc@FG)A{kb46;U}H5LNO5tZ0C8Pyl>r9+hP1P zo(>V^&(Pk=uP=!0aB6BaneKTgVNFWG*@t*{@^f^N+*meqb}(t%w8`G2MQ_PZ5qMX$ zKYtv&rI0G)=jZWk2+!a-f%9+G92eoN5aAXw2zg+;EVI)U78AB*r8fx#b4j{D&YYNJ z5p$5y$aM(m0A&;F|R0%BV&CxL$ z*2u7V+RB|9qMDf0X z|EmQHHdX{4y)iX2DZ!s&Wh^jIa2i=D&(l#}f%5!VZj*d$aO^uQe4-*Ggz$&)J4&4* zP#q9jE%iz&4$Sd}T?=F>kDKlC)PZi9epmNhbfbDNT|C#S(t_~F0yy*G#C^S}$uF0t z#77^KOMMg56}-yu$v;B=p^U^h;SVKck5S7vvRU{ZpFMwH$hX?3ezWI8K4W>vr&l;2 zy^?)Bq`*P-;Y8V!^Yt1IRyl(bCKnkJUc{xQ`Slwg)K|}*Z{E`7+az}Sy0+}?t_>Kz zM&G82THWwB`d16K0!F2R1dIT`8vD94L-!d$*}Cymz^{jls=Z0w;AohzW&AGZx0-ki zg{OuspNp}GTPJR37oFH;OXEDf01FmcwW?L;?zQ4z(70Xh-S^4|Dh^f|Yn*wi7c|xu zMuJ8&+nNh+@xa#=+6RnQwr9_G>10ST-xXrZWnV#+08~qfK(&+*R7(kgTZn^oMue!= zcj-o(BIu63SDvUKsZm0gu`SqccQ$5wy%A%(qbp!^@=F2&#s)Sv@*C%OQ=cHWK7I3% z8iy?Qq{^qj7H8>EEIuFoVmhL>3uhz@D~Se zGgjXCTwtp-Oy11zSVFWfcZVaSp;vj%CG0sR&<5wKtMvVIX|;?dZexsb>fIIY67{|y zLH5RRo?)B#v?1%{{`7RxPV$Uh%;zklg2Tztw0fi^9_M1QdVsI2LsJu{tn5+g$@0=J zlQ4P5%v&_}U0|dXZ{fjl&IZeP8I~9yG$-9<4eqjIWrzv)r_)wey%Wh2FEpH)$|kJd zq@=;vo5|#C-jPf?_r^9hGu-(ZGjue_+{s7eX7&P+p$ONzyYyYMC8uS{^&p_d$O3 zKGl*klJU7uKA$S7_sQo|aw1_;3IVa6?e%%_vj$_=QN_H!h7`dD3Qme(m;?m*ZL8Oe z=Ep9euGTk$E!Xfaf#WmSy)zK&=-klYZ>VetT*ciEgKeB&0kK+fS}W-ho1v4d)%>m} z*EP5YJ6svZNe0~ym9gis<{35|0ZB?Bx|9&Y&ICsYqM38@eAHl1Swt7WkrYJ@ z_LfD|T8e1vO%O>_slh(%FT+|}DWYwQBI+qiQM44%_C*k}1}=*zR*GoHB8X~mpn#~g zRBK|<#eHQLD^1;Ov7?>-vWt~=ZnoIb$iad}yksklEWY?q*`1XZ7GFG2cCnKD;*0s7 zhzjL|AECQSR=O6AL)YOu?sZ71V`nEPk}%r1k)*2-NxI~}*HDq9i{|S@lCDA|=_*8$ zE;o`i6Q}Edw-Qx?xEF`rs50$FmG{= zu@`U>yk5%-(1}88%0wXnzUaA}U8EpoP(DTsYp%fB)nu$4W4q-`&?+t=B%1_3kcYQ= zJ8f4mRv3wTM`BLrX=3&X$x{=2Z&DvVjeTzYCYf>CKAt>e=2%HGbXrgnXH@t+=4xJG z94R+IJ`5sHY!eKbG(Ni`-O0*Yr2Ag4|Tg{|X$Cwt~f;#e>L_SDDGw>5ZYmXn>8J%g)!B zw`9q2AvOztN9PRAJ&Q+&IyzNqxrXobqoXtMEIvGo@0Gke5|RNDZA<_uBz%}jjB#s zVhx(AT69&l1X;B-)!_VNPhxd!E{CjSF3}wuLT*XpuoOi_{hN%mRnjE=8fG;l^8eq+ zH-3SMeh$06WcR4c?j&RxW)>7~V#YOI6W8#9@+%Y9@uJeQsREcRaZDA!0;(kgm<*Ms z3ScsMm@0tD8pc!sETmd5;bl}Ajq<|9_1uWU4}@!fX$D`O#aCwV+m83Qa)lIfmDt1; zJkz@?Iu#wjitG65@!A`#iz;5i?_b3q&EikyuB_wA2K*`h%w5T{lsExD4Rr2IX#zU_ z9Dm`?9N`{v?!a}tcAQ1#Up*IaKfi!Cff-Rb9IGTGz@NsSE=L5} zRwIT48xsB;9+hS&lonjB;1^NC8fk8qsJup+(rc8)>nw+7#qDCvJq@Cr<36!g8QfRc zqH&33)aCLMsOT5f{le%MHKLYZQP(e4i24%{wpb}voxnC5owitQBWQ~T8*6RU*r>A+ zu~BbhmCXkO1Z>Qx(QE4ObsI0*c*(}gHa=tH9veGs?6I-e#y%VSZS>gawQ;~kpN)PS z2W=d(F<@iR#<;@pp!)lOjbR(ps(sPMCv1Gu##1&vWrP1PuF=NpwrCPD@+Q;XdnxI6 SIb diff --git a/tools/llm-bot/ai/koog/agents/core/feature/remote/client/config/AIAgentFeatureClientConnectionConfig.class b/tools/llm-bot/ai/koog/agents/core/feature/remote/client/config/AIAgentFeatureClientConnectionConfig.class deleted file mode 100644 index 11cfd3754b98ccab7dc1eb6196bcf951fbb8d0a3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2238 zcmbtVOH&(15dLN*^jN?aA{Ze%I5rUTFbrVlDccE%5DQC$GLIZM4Pp?BR=dj1h@w)d z6n`VvoN`SLwkwAe#W6oBm7dk&$T&E`R+XlEx_f%Mr@!v~^RM6k0PqlHhE3t{y6@Mx zs7X&NUiAaX_oUD*qJeDqTJoyvkd9Q|o>Susr3GWU+_ou(x}xuSvZ@{5BaV!cU<@ng zTt{Bb9gT+X{k!*z{KXg&4;;_Yj~Eum%Ln36a94OWzODnus}(vVB~Qzm3<_n(=XLD| zd|&G(-+WqL3w-TYeYY^N#V}I#gBm}OdM6N$r?~JuUkj6h;;X)1ZMklNVf0N_WFmH4 zNoMhVU+EOm48wI_yN<^X4jbH|Kmt#=oFbwil~YwobTbT8_hq#nU9u(u(U4@waHlh` zZ*~soMLY9~GM(7!K`*Y@=)qNnR5MB{g+7MUP7iPMGVNz>CD9|53(fpM9b9#7Nvt$m5NjmL7i%5lIudhjX2(87(a)gSHQWV&d~NmCvlCQ zuO@XTG%HdmLiM@~9N{|O%Rp89-IgmE?u}1GVI6T5sl(KGBeYQbwL^s-exMopJ9KAV z#E`$Zkr=*vSHxW!APl*S8as(Q4C$iZXbO)S*|hIPrlT*dsIn87Ok*5V47dN=K8a~+ zJHp!Ijg7T+h8qN?i%yYmj#(Qsm@~Lem?Ga}=sRnQiqv9PXhC(c8iz3&%9dG}S-`;R zBtLS@ZkD*+IReJX@vv>>tnhzwY+IQtc1ThoF^W_ycXB*$&9cR@Y$9Xjt=U-CPFb0F zKAvNnQb$TQNUr-vnOg#K2@^&Kta#VP~wBr*1HxcdzAt0vm#xZjTMF&V~TrF&uG%!dba@k$c z!lp}RsF5ZxgcaIbDB=mxGRZ%pAU@tktb|WW__T!2@HtTwN_c>W+h7Wh@WnQ|6>cef VsgPD!P#6iGOw=0Pf)q!*ii{!H=Dh2C$7eaUJv3U&s#8W2M^1S#hJ^#EyIK7macuO@v;Qhz zh9P%XY31%S43{gLqAhq+=sI6^iPH7iXncj?QpF^7zA4>WB9yjVXlxK;k^ z#J>4aoCp!%B*E@Blx28P`CaS(JaP1{rNi*kty?B>3@l<8>^8s`r4u#b1jPh#J434w z_=EWavW-)=uRrFe%vAAYYu()nz(M?#VV|a_7Az~D((>GNomAGcd1}$haU(S@W-{Df*0X%dwk^A>%i*@J z8Tw^z%U}$J>GRsMmNGOmpL%xgJkPqL(+ies=;p;#X{+YymYLE`m)oXhq@Lj>w>6jN zh_Fv;Y`O^*c&ss*9Av~s=x_gKr(49OLfr1tlA*c*NcV2fG4m2ZQ zwT?*AmXaDc!}Hw@l*7%emD5RwQ)0mF(PkKqCQmW!oVM(I>O6PnY)v)RiSu}#j z@kA>+v6G><3AoGn7(>Sen@DwKxbae#=cX?TH)VLcyD6kJEp>wf_ty{CFp%IC)ASFXF>~2b@46US&QY>RQ{XkBW z+;j3|lYHcycTmCJ2ZP>cB4gkGALFG935*|T#eR%XbkVX|?l@g}?sjG8b)zcWJ6+i& z3gO+!b3VLM)7s@r|%Yy?kZq7~zq zBxCtePq376m_Z>4Pl?FHu(>1nE{hgQJ9u`e3HG_#z3&@Ma^Z+}FR-4Vhf5`^xwmoa==#S3^*kfB)fMt8ay*A_agwvvD224*fNQr?@W zUoK*9!ZMxWqh{GNn!P|NgeTXWaH#A#LNhOq~dFF~lMxcv{p-pZ1#d7Mtxjbh()DUY5arOQ9|*pz z;&psQln&(83cgCou9nM{17b%VZfAw7ejVQsC%;Ka`XarXB)x*SD6IOBNKNu3n`cGc zM0nhPlIoI9=aT8pbBDO+Iw|@Zl%9*g)alGy1tZr<1wiKJ?SmB6&Y0pi0qLWlZy8IqG#{mr~xT{OhW;W%bIC5)a0u0cn6e-J(bzyc-TG zfoSk(do;8)5?A8kxTFLI%G)NiCdD%MZL zqA}{@bV?x+wg#0=(aj&c7j74l4>ea1_g59fjVqZlfa~Fg2?g$K;Q3V%hE(6`VS2Zh z`?uc1TPYUk{R@;`5^bJQNrXv5_zvk$d}AFiHX`ckuC%mV~kbdP}b1KtkyY zBw7MPD>%lmikU=s1)mJjC^Hgn4+XCbhiFG|1*ZcTk=sKdnz#=4v1?eO`4ya#FdS?T z3N@czqrakLAc27$^qUAAy1w?G2lKeT_WpV{Ywz5}3uoGcxAB>O7MW=h?qb)O_D~|6 zklAhI-X|6T{E6B*gx8RTO177=Uq+q`DI+68moYArov=olu3Ba_%fYTqYlMTU9km3C zRufnXlhp()I>;uZ?y|)`#9nY(ug09PnJhphY!-uoMLHyq^90Qas09fv;u_UR3;HCh z3B_Q-@+^(R2o}MzooqQB`aA5IzCf>U!b~4gyqM_|G(DgRk>QK%A$hw`-`lfPEpT+4 z(0z$c2pNwM7XeDOr?+nvyKdpL75G+D^`NVk6`_`)s}d4E2Z^Ze!7D!15t2(NF5J_5 z3$NCf(^GA@Ofl@MR>76Bv(6Nq9T>a|>CA0>;U-?Yi`UP@uin6GtB^yt@#e9f_}2or z@U5Qsw~O5>@;9-=bL^52s-&6$^1)EiH&qf+qHOrRD1#?j05?cj3BSQj>Vdz|?-ly~ z4*lM8@Ljyk@jZMWKOhR%&LNP-57YQj8t>r8)Z-^<{1iVs2j<}Cc=sGS9Q?w;FC7dy sP#pTtA4~_oa`0;hmV-SG_B!AWHWVjg4h9`09Bgy2-GSj?(ZTiq0iF3bBLDyZ diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$Companion.class deleted file mode 100644 index 63fdf7466b343119d72565f7e5d918f3113c363a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1446 zcmbVMOHWfl6#nMkzNu1*A`f3kQ69oAC=yd7!GcM()IbD^f|j%HU2- z@1zk$EQJW-3=#WQ8iwWaf1OxhNEx9e_vL$`878Nu%k{weQXP7yc5W#(?**mY4I|L@ zMdDU^$*HhPv=ik(*SrH^_cWKvcwDK#cFs3mC9svI?^D!rFIUZ-UPI_O`WX_X%GUN; zrMSWHxR?BL=ZFev3?Q3C27?Ua|9r1Ft}-l4bsyF{Xf-^ktk8=4-nw|ho4zdu%2?g3 z+CXn|T^G7Ay_13y7I-jMJ#)Tpbi54ny|FP2oB}q5<@?-ndPt|ya;amTaADyB239Bg zp$xS=?e-TK*4sxzDQDP8IhpoR%1O8<3K`l*iQ^CMaQkS{$+M@)gme5c7D+f6_jx)K z8BJs(StlRMM~^?n=pxSkA`4HLxKM}9^->(VOW(<)&4rW3Fxx|m#4$tgbLC}7{uxPX zn9h*S*DcLjktUcSTMnw+-{CY5d%oBX7l!__RHD*s>{=#8_8YB`{4KD5IOQ6T~NSg@D zNHRL}4T&$bVaU^(J~1MR6lnwKBa7PsEOY_!uej32&}VWx#EuRlP&fyVcj1ejm`ixj zjk*kE80Bz{sKOlPNIE3L9EQ(w7&6j8dqJhZLM8Zw9ltPgD-cIr1)%-N8H_ zkt|Z=7-6pO!Y$!O2{%i)h1(=CUcwzr?1CBOFu99_p^puB4Wb4ygFb_M22%#pzX6mu BdyxPD diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$WhenMappings.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError$WhenMappings.class deleted file mode 100644 index 902bad97808a30925c7faed46f418432a13b6f62..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 970 zcmbVKZBG+H5Pr5TT&af?Eh4BOP!)=BMe!v;Ng8@J7yCkb1vPwVmg}Z0z3!2_Yt$ZQgL_Czop|UGEu1shRJiKDyD50 zUYO0sn{89a*8<$Tx`9?Z;^=Vv%8y0R!tq z2O4SYos3SDZ21B|tznfxKfg7!9D}j1c0z{47VR0ss2y^rLwXy0-zBVDN(q0<8mT}+0${(E5<52(r diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceError.class deleted file mode 100644 index 03c5905cbfd8ccd7527e8e93028a9780b0371b2d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7507 zcmcIoiF*{~8UKBo&F*Hiz$Qon2>}9&h9tOvcqV`(1X)NTB?zUo#bI}nEZLn|XJ!MT zt)*4b+WXLYRIOT%Dy@pjm8ubYSZnY5wD;Zq1%3MT_sz_1He@$E+gcv7^UXWo_a49Z z_}=e(?cZl!1h5YO6lhbD(GguAiYh~@W|`5rZm7|;o={WKjgm5;8l%a$+G7~H;fD|i zA5cb>XiCwBqSx*}pvEmfDg=C;NiAuu7uej=TL#CSV;Qxhcar0PWhAwsjupEEmi6k! zQ1pOm?KhO9W=0iF(=EkH>Kym$R)02?>Jac+OV)nC3QtYQ^k16jw9SO#+vdkfY|NI3d=f4J9=-zmBS2QAP+w zb`PsspOVQiaOmY_)GgAZWzz!(lU97#{Sa9t;Mp4sVL2|WLIf8HM9YvN5%6OLG1QGj zl7VG=ob1}r9z-iv3S3@{-K3${Y3iX2lSNI)gi?*XwSGhymxb|{&jA@wtAkjDH3Dm9 zW^bqJIXL>UR-kj{b(3njo|Tps=yq8UmrL>Iv93=^4eCZ(O}JbNI9wUTRg%NnnH8}O zU}A38vs$8Hd1sJiip!U|+1;;8cXt_zCVfi>tA(>S1aY-YzhGQXXLOC_YjxoZ`FP`c zW=z0%Q>s)sNz@^|=?gN0Hw%QM7LkNHsAN-?!11!Q=_p66ox9UBHC8}!>s?tTf!1t7 zkF;j1K)}+Sm=%aj+cR1$M$|gdzQiq;>%@ux`Z#m4dL*?`eMF5qJi2u)u2`FuxTPCo zeq1Y1pH@axhrBy!4Rd5#3b!hOy9(3B<N+rr!%GpG+^lr?pSlORaS-1m= zq4r2t=iO8DyhBJpm3!)-K&5UC%l)`;19T?})EzX4ZDc@A4Mw={G6MF=W<}tRve515 zbxO&hsHqxBC6zpEHx*G;i|efIL(y(oJ4}k|krdS^wIHFIaU+>woSIP82p`lpn5Sbt3zF2%gNqGEVJzZdbR`XmL z4LvC}O(zK)Y$<{Gi~z<;EXs?JEk;i9!UWF+7W=Vx;oa3ZjQ0r4b@j8`%e-b=|4Yp# z6W>WHdOL*o;)oRXKJGClLzFqCXRS<@0IV)yN=Zl=B0)1BQQSLAFqjcQfuk+4H({$N zAv@nIpySiA#w2JtC;nibVlRgKN>q8zGr!cTLP zz=r?P&jL;R&aG;ZeTt@QV`)8W?h{zf(?D^Yw&h}o@gh(q3$UWuCy26pok)H$eSSY4 zsA6~iS%O)t`z#TGa{HZR!sl>b5D()Kf~v&hJP<_~P}3@UB%a~++p=P6 zS!XzR#(7G$kII*pp;VzlPcYzem22v8cazgmPIIqapek`Jh$ry{=3`lTG!@aOeg=o@`l9pcs^{>06`sY3 zFsu+hBN6uCG@GY0VcaLMbh6^Q-CD1b-k(s|>?wn}R`CVODsGQ~Q;!Gem`LwcQVKA%3olBCk&1&$38YeXTF-Y4EJ7;M2=z<=KaP-heOc?}`S(qy%)vld%kxl^)OKx!4og5w5`$&TaY;YN-ZuJMJN_#|6j zco7GS`CP(h^A@43c^-pu)$djhadvPfvNmBTj)aW=`_MO1R7e7G)|0Vb*ze!&$;ooZh zb@6Xt9IN(le#1#zGJ#7U!}@Vt?h>xB2`k5Ol}qTb2@A)u&Lyn33Dx7cde2F0d`T)_ zfxqy#8ou^0|6Sw9rM4Ry=soZ@qn+0c>#zg;7{EU4M256UsK$yy)s@G58EueO9d1ro)w!y0em<<~ z+^{MPgXtj_uA-aO- zCb!dciPvnoRC@Ug-U>`=>jdcRBESiG1LUf)fm}S~B01Ebz~0Wr@Zw>~?F8O=eP`n_ zesYYjGkS#hjw0-io8p`Cw^ zNQxA}mxfaqvS)auB##?kUVq?UsPV%y#|{B0noRS!uf;HuR6-)`mq8O}6O_Yuol=Ys9fa*MJnl|j=uY+$wy86L4hsA{3$A0}2Er?2@1k)$xksGD7oWv5 zl`p{9)>?5KC(qz(z$tulpw%k|TAxKm;w$pjRg;+)eE^+zZUR1>J{TO}_!w>NzKJnuieuAIwg)s3m{CqDi zG_lacFH8hX%rgTH>%_>T5Fv*mL(V-`mZ8yp*Q^nw64Z2qF!ldrpNcC+cQFG%Z1jNo77i+Eyh=lqJ>g_EIbb;bq5-@uo;_{EID@w% zEMkdae%iswMiI*lCF1LdbSSBA!u@;51U`=o^Eiih7%slD{YAXTP+y(RiSLgFTxlnb z7Ae0YzZ1jMH8X9U873|>_l4<8(^%{HzR;antR}~s-wr0b3>zn7V_0|&xG$aP3MXhL z!C(}U5CU(QH(+3Wia$}_tI=1t&TwaZxD*A;K@^n7hfz=prw#?ihoz(M!{zbeW>8~a z&Xt0r9}2lrP!7M2%enKVO0E*r3bp*vj|DnN(A{MI4=b;AVe2Qpi!{fnh}XS{8RlL{ zl?FNy@J8Q}2AiaAhDtk2MA{Lgk-bzt@`f%+TWPsH9PCLmi_Gn)o)&KC2`@YxYNrOW zrANvt0^B~n=?rm8YiXLPuvU`Bqn&JM5_wm7-g7f#=OrBKH07LcJ=wrN71W_m$y@QW zpf!K>7nFXc4~FYx<7p6ch{#*OJVn9@fd2!q@DptY_>8RQ10}x<{(O>i3O8n1Zvo|s z7bGEk1=nYU@vk`h8{TCYwBl+DAK~L&FpG6;?4o4pnFP1U PTNEtjEov5Zi_O0Q5|@GD diff --git a/tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType.class b/tools/llm-bot/ai/koog/agents/core/model/AgentServiceErrorType.class deleted file mode 100644 index 3d3892440d8c131d892cf92f3d36b1b13412401d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3603 zcmbVO>r)%o7609pkc7O6W$HLKc4F6&6Tk)8uG2OVrj~_>RSV%DLF3|9UZh1Vtaj<{ ziW>Lj^p!r+N75#3zxGoXo|~!Lj-F}R4c*M-tQ&Q`;5fEZ-B{D(5CZwqingw0 zOwDR$3Rb%{UOJ?d>_k@J`MpBohzi8U4a@K*1WpWvFe;v7Sj}v4cwQhfG(4{&hIkTv z=og53%Z4j(`Oqo|B-1*TPg`0`7Z`XFPvE(L!gd;lrI`YvNEO#Lv#k^I>d^4QGoZ%P z^SRPop(1eQ@a!r+hvWTF@Pa_9=f9c76}|4o@uEOq-Lx&*b9`txWKlqnRdEV~Nu0## zIF1X%eN$$Z1Pc4Od-xfQdp#^CZ)&ca4QbJdV^}enK2+;voRjhVJoWc=VsM(eSFjj( z>FP5yX4Upg!^+5zxqjAlPMJwFPdR?J+WBRudRgaSQ`VVqX$Cwh#)1@Ao*a2)r6N_OsB2 z<>?NS-gmWoi^+ABR@NO|^Yn_*S~GPiqNkt0&2a2Hp?(6g8^_PWg)LR_C44!F*YOpm zXu4Z&FV2+<@7ylrtA)whbfHqoy;Z1H@7yk^$U>Fw9jA%Yxzg0k>~xPr#YAxWRe_^q zDOYRdnQConX0AM`A{U(9U@?WH7iMQ?W>riEhXsMxw0d24-854&UDxW%dZTA|nypfA z(kbcs8X@5Bt0>}Y(vn+Dt?@duovko|tc+iO0({LSK&{^l zLMpTFprVlRniDu8t7W%}Mu!dz$3A7H;_G-PiFw=+c;k@$J)O5(YnsJ!iDQAyd8ljW z%6coan^}|klGZl8Jd4V6+I7!%rZs1ksUCFrZzgdU-xBEG6(*29Y)|TG!Y*?Unso1? z!0C?Tq~EK{OzK8OThhIaX->X48uZ-lxf`WoK36Tylm%Yu>c1a71uvo54;{-X46677 zMrFiSkH%o8Fe-4q*QgC^-Cot18?D8LHm!Twk|yomh{GmktM@_RKjCuf@R4KLZrs$Y zhN-*hl5MZH*Y;_!p*r8gCGq|d zY*l;@-%sMZ_<_JwmsQFg?`)pZzQ#k|?~L6E|GtwxfVbOAv_(^A!#LK(lj+gWJdNL! z)_Q~vP~=0%2Y44*<@fuB+_AYUjmzx7I}g>Qa#BeusZ>%)BodF`d;G3)a_8Z>#FfNA zbU?YZ^YD^*QzUNmCzQv3iA57iDzc&^qWtyo7vnGf_^&ZutCR*u15u6yvu0Gz8g?cB z9yqqj2%es8Tb|Lk8!575r1*gE3Lb{fuAh=41>nlz;jbJN{>qsEqz2_J%wIX#eFR0` zNGaz-?h1(TABc}!Jo5<2zxx2c=TkxhN&JD&a{&pCNP+x|<2gL%Ycc4gmWe>g7Mh&R& z3UvS_q;Y}zNyIb$2@u`H#l2V&Vg)+B8g?F?!v@&FPZLZ2sRNm9T;9PKxADeaDYS(g zoM;`6i^P>0pN;<$%B_*eCazUR2!6dX(zl6xWhAzVsmh2Hg48Lzg_|A5kfNn0AeaNw z`~^;YA5qDTd!ItNGf<8^!ps(~`J3BOe{4~lk`D`>&`9~m~p`Tzg` diff --git a/tools/llm-bot/ai/koog/agents/core/model/Precondition.class b/tools/llm-bot/ai/koog/agents/core/model/Precondition.class deleted file mode 100644 index c28565dae29cef6f90dda8dd26593bb97253a831..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 838 zcma)4OK;Oa5dLl9LuiBBE{hBD6Pz6hE#c@T|fqohcvPb zY4cje4CVU&m3YYD?sS6*nFnqe+*;$XwcFUM7BB@bN6u-6)p{89{bOl5kx)AJh1Q`F zw#nFUgr<=M0a4{!)%}BNbGP-PS!I~3U$%Z|BBlETS!>DR8yN|cM6xtYVpHl!`psJ@ zb*WMkx>wp-adCxVwmt|Ab>{C&BYMIJ%I3q96b+GE!K?rS8<78^M&zfn^)M=oXgKXI%$^|Q_bmOdWlyuFV8--$j1qJ_Q`Q9 z**3E!^5=WHZ}&t4YKtI|4+e%|xtVCAhO(wlRIECI+`XI&!_*#)#|UjE3ACF%S~0^+ zU1`}!h8-ET1m)OCguDj|0K^7 zmHqPHz+auB@C7rL!gf`j$UE2|{e%dvQO)Z|NYyZ3!$OTZTq2F-8gAg`5m<~{xP63d R3@=70Mka<6V|HS%{06imwn6{^ diff --git a/tools/llm-bot/ai/koog/agents/core/model/Temperature$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/Temperature$$serializer.class deleted file mode 100644 index 95de7253c44de72889ae0031fc234e56275283b8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4011 zcmcImTUQ)a7XD6k(^XwGNq1u+pg}a4^aUu0wnsZ))? zxn-PD$I%&``3b%_Z!;6u%0-thmOi+aKg#7kReclafDb-&pE|d1@AI8~zP*3=@yl-j zoWZ{tCQQp%cik1kT;Yx{jI!%-qv}?;Z7lHW2KP+A=JDZS!9B~gt#`Pmf-$(IHFMK6 zY|~jWURYk^Wq-1??)tXnTsIm^P2X}I!*YD?Ii_t~;EqJ&mH8&rROvw0C(lkYBzGEA z5oI{_%Z;jtF~p`U$MVlIL^9dM1T@5TbU|l``m2^;c<#s3@0;tTx5&sc?q&IDJeRF zqdM-x{S11Ai?U~J_$~oF-r;nuHNprlywKb=nLs}V;!yAa!->6ba3?z|jxi*{V;3EY zGtTfvCu;9$JlnzJofgT!K99-F?E2u zX}HMHv%>vWoH9I_=@c#Z3^D1~s%5t+9SOmSOm?Y5=*_kyksf#UKntgGQWYQG`}MQ| zs-PGliNB{dhd0skLdEk8T5)cEVS4U7MdU;W$D8856M!DiMHJ(>fJ+SVW{fkO**CUl z>TYF{535s}>umOu`9 zX^WiE8m=(pND&T}Gl-g3a83ICDj`gjNy{h`NkmZ1! zD|kL*GNq4&DSb?)^sykNkF}+A4a*G0cKNT1{eD-yM;;FngocU^6I?@vuF0%aW^7)i znu6iz9#&qJ`nd{AZdvP?$M5yZRM2DZt$S+}_=d;Jvb>P#vC4&@(=(i2pmaVYwj6(z z3#wi!LnL}O7Qy)T7U{IjH#wQ;-)Vw&mgE!}id`%g z3Nv$*`5TKabKk6(zDbixbu&U`mLmU{`~!*pI*nhqWN)0lDiaLfZQnSpZ{N_BJ|+BV z5nV~9THkU!7*m?dv}j{m`|bm!Z~Mk6EgelO69J6NAc_FOuaJVgD&G@hh3MQvKH3+8*1_gzUPk5K<8 z^)>QkAgbM;?ECgVv3_|J()EKClVfegWak2+DJ^@&8x<}Gd~8gze!N3Wx5*^kS9kbc zM&)~<-p{<$7G=^NTc>D#;7ZN$ttu}%o0hPs9GGsEXq0`=~%VNSWU=ull9=m4iIqtClF zugssfq(Qy)DkzTY*o(WoPEL^IbP-P~wf$0q==%c-(HON!Y6oP!wqs1AwNy6K=-+6? zacYTbbmeZN`~UR8@FD#t!a-_#sF#v5P21##Dk6wdJD5+W@1QS#6A#|SBMPp45B2Kj zh-dENLU>823jugundT|WHftev%L{N1z@+*atf$2eHkfqfh(|lZ^ zA$c6>35j^!lM=NGjrHZzqfJj9Q*akgG2FqK|I(Zin3Z%$v+`s|!#z!teHg)6nwN%D z$%QnO!n1ge7Rm!ZLSvGlD4q0w)V328t;4i)p29TF(YfT_r>K=K_C&wNOer6^iP`zQ z1Znw&x?dsVJ$1l;1Z&Q>UuJR|C0r)+5_p#GKvLI}%a3g1>05a57OqIrcLRqUH-KqN zlj9!ZcpeG?FW}`m@EJmo9>;U}Tex}$OM818vKVi&7_YOa;k9OH&5)0hxa?O@uHDA# zU*OHJU|vg?Z{p2usJHQ(*<5-hatrIZZB)O&gJJkJ;zTE6G889W_$Ptr1f@{weJ{xn zk`uuv!Fk`ur_=)fqTh$K#-X1puz}xlco6Ujp|*rb5t~K4UBq>4QHytq_#J+~1SaqY z{Ba2b0)G;?A@FAbO;G8BX@PeI{vvQrU_oF+;H*GSATLk~rcweY1u_DM1P%-I3kmY9 Jz;gnB{Rzv>It%~+ diff --git a/tools/llm-bot/ai/koog/agents/core/model/Temperature$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/Temperature$Companion.class deleted file mode 100644 index d1fbd93f6e34e2bb221bde8291723c57b7df3798..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1795 zcmb7ETTdHD6#iz{c-M;qi)kr=rU}GpAT6v-dN-kUOe?uHjs(O)LTWUask?Z+OLxWy z^$GQ%KO|3m>*b|YA1aH-{-~&D)&?vZDbCBBGv9pYGH1@5e_#Cl4}eGblELG?*N&o= z$6F#)(rZSs@H)|<2)td;aLf$t!mo&OTeH7mMXr(D_ki)yRC~kR2LLJ2152eS$Fj7fm>D41u?*;*}iX&Ah zpT9_5#1`fl>}q{yw_LAKXFMD&r(qYREZ)Yg4Ce6;!@?`8W8n@Zx-=-GcXZP6{7{KF z3s9*@L4B0WmtVZZwylx23tb$L#{X# z&*+?(^g#^0Fuj0*wFy7<^{znLVUgi^?`+XAW(~)1duNVeo1~;k5}-kwbdtR@`}}8f zws*E>6xid8ZJa+(r)?+=z0Jy>Wr)Nqu? zIXa!EA^e$cQIaKcTOr)QIyOmuOU!r4=Kem+Dwe8PuHpgSBZ>E`6moSROwtn+_Aw=C lGNULlCXtp{OZ0~lA4q&CF)opn_(6kEYUHW9+LV}p}eK{yr$oEV$pIBmL!wOEjLmEDy> z)0@*vn&&)pTF>;QeMlZM(@QR9>Y3Jc-}=||4`@66oz)6N&2)Gy!|r#^x8LRWUCwv( z_kaKC&j4P*&jnu8&BB&#*9v;guspX=wH>3-u-A=x;g->88jkL@93uuHklNJSdZDgc zwZe_HO{40?5E6*j3~xoRw+w+$ZoDiIX?J#_tRaSY0tylWVQ<591x_y<%HNDYzh^Id zj%n2<%to^=a4c6IU)V#?`9`@@3${}$Y#QF0qnnmn&@IdMbkDT8Ub4NVR=rNC9_$^> z7*YZ;AL@;J8q!Fr7{n0*)t%ZT!|J*hIGQ`av4(!BqF|U%H*|MnmN^Tch6%N@&u7_g zt<{;uXKA=Atl>EvS8)Q*`Haz8Wvwt(8Q*6eLx zO2ZhUQu{Q+s@jdF?yw?}T$xZbj3X~Sogv5eHVj7~{j^1aXveKg_S2uo-`0@Di_%At zqL)p}^j>AY80?B4!HR}+IIkj%3k<%>0(efV>e)_DTG$`ip1#U7TCSH_Gx+blZx~i) zGNW7Tnc@p^ObeXcD|e+{H)?vlp>w3hXR_N zmAzs4sr#ltF}JW~do)qlY&Qy~pAzxrQx5(c% z<&Kq9)>*;dKE9t#A6^-Ld_OZdrA&%x zWib8vKsuUIMwQ9Xlix(c@o*|KKah%ZpSU*UbJSGd{E?JKPXAOql^hKZi%D_qZ@&o5 zCsG6CrnnY22X}46iDEPykEUWzJ{HQ8&!QY<$~yau0rX|Nd5|Z+uQTZ<oT^ba)>^f>ZO^b=b{zBj$?{_9O|`46UiW)X%`a!V ztE=jnOfj=7a42+CnabSLw+!M@4{GPD{C3?_^9yS6RPpS&m#2$dOiiD=sOINX&V-vS z%QG8B#cG?b$>u2S-65Rr{wdI{?kyLVlU`t8fz7tmYOEQ~EuA`Yq}o-zzM`|`xDS~9 z%bs4{TGX4tUaMG^;mp=`*EM(_s+~MtHKl>02PI8lB!IW_6gU)lX2R^tC`ROAVy%DR z?+A}HE$?5_QLK>){E%w}RqladLv$$ts;cU&mA z&$s*x9K(lvYaIdfaRnsg)kvwXvO->DYzIew&qc5D@qNn2eBZtJg`Dhxp(#@7FfLK- zVB~+d4Ndh^Rthke2v`v*!T|4{z`Jf(vX55^Bsed_$LNKK9V6H-U((`mV-7hftP#? z1xyC^iwOBr37L>HJDA!7)lp9bS&#*h>LR7cJ1S6rmFjY$sriR^Ie+>qsDI$Dw>q8D zc5JD;wp72TIFaSZ4s3nIQ01^bKUT?I3MYrdzx*}Q!{GsvSol-KL!TlXdVps_7b5AI z>Bu9za%Uv+HC}s&*Z-1}9ToCZ(1-B9C=?1^5kr29rD>Nxu<$&8+nglL@{#Q(F`eWy zi?W~M^PN6VjbIK}15BrVUB>x6TPvWOh@7@`qEPBpX9E*>0=%Dnx=D zj9?zu1BDX3$n%#R%dw^p{BXmey{bl_XjeK$I*CkTA*g8*i(DxLy|nB9S^AfM;XmRn znHSM>(vDE_=0TFTpOU2A6`T(sUhvDzA@B&Rcf>>7{Q~bMcc6cPw+4K2TNb|KNnXKy z?D{m*8^KS=Pm}XqKJAp?m9KEfjNqr_EBF9EBmF;|=lF=YY(~97YVz4+EL(RGs-Rv$ zqXG*yDVi0$2j?z?3m4v99Ce|&Xt{{_?~5)jxrn%kx)|~~{VtL&3jTV+#dH4R9T#mE S@B4E%$uxeCPs}&^{r>9{x_xtr;ev86Y7bBpM_zKnCJ%SCXtr%w^($F+`%`?J(0}nwjawISple zu;PnR5obx-sKIi-0zH{N1-@gA5 zz$vT?l%-Rwd)``6uGy}yiWRSA7n@$yZWNogQq&gDl+NgH=iM!*<+)9YCD-vC*>FCy z7s5H`JlCf_10isJZ^VvJ*Sx??8!91?KIzcXX@Tn#<#o9wiw)_n6_@;$|Qkyt%q=SNslv zOfKh;!@exKv7g4HLYT0ak}whzd4a@)o|r;^7D)^U z4>FZQ9?xi)5rL#%bCkehM~pwq9OgK?X8QpHN>zdWiOJo;gmWUw33PEmSV@5sod1N? zCtAg8Zg?(nL#f@ejF)=qxxTrjJBBQ;Xrg zJS8SgkU(P(k1NOB^6GYUYLTxM>0gi)-)r5>;6;IhOxRuQBuC-Ni6X9IN>6c z1>3KA)l1T?Hf%Lk_PqM$Mu!6=mc~aGUc0$rcbL8so8M0Rt_aS_Mq|nG?fD#D#w%I8 zgunEp@mGOb+|j4FGah;nfoj9^d0t&7S-hH5%vRM7&cTv^wR3s~ujOzWf6L+w&I%lV zGA?HDdKTyP!gR}4dIv$!O4|NpQ#M$gfq2l{Nqdi#|Dy|qw~1VB*gWk_*|N`Ts6Fq5 zHg*nWEa*F7Q6S~{HGQANkNjw&KyNv^p~x0lmA<4sqq&t};tbsg-GK4bssGf`qghJT zIUx%7ZynDXgGTVXe=BQP`?H1_4h=KMad$RQvk7`re>NX{X%61Mb;6hxXAkGomN8_^ zCfFyVKE*!$;Hz}f%vk2-E^EKmU;6pW1m&KXZ0UJ{{+QKEnUJPwgm8fr00vS3$*JOU zpOxp-z7wX^Ka?C4vjdlYzO8`|Pr4{j&vkjWs1l4h5c<%a@hPSp66wst*9z~ca5wan9oJsmY_8g^Ynp7DBwj@}mSxM)<48HS6RZ77c?5Ld zk}oUu1-TI|%Px7Ft%`lY(ZGiyjO7mASZ6)YSAI)wglCq*98cXOxt8E#g0B*WD>+KD z&#=$y_sK3DpB+1NIgWY95o?vJK94ZRr}ACjp=UbZ%XTK;$F}e-4iu*D;!t7wE`|#; zcQN`kR~V?UJwS{+2H58@j6NJeKb}V~s{B?6yd1}2YW3fE$tT|9Tg`;HYMflyzq(I5omZPP~RRvy%=MN zVcOyzjqU{M-xFxO?a|Slp@}^gAM3a{2xsrb6YUV?84<7D|6+&Lg&7lJY<@70JU31IbJzk1iJI+C9vMuHE3O6cV}aZbHqq(>hBp0%mC>{)YJ*{ht5s z;bBA}-|`*##w#;&txURTwvTC~dpLJ;*g9O(h?GCx9*o|@1rF|TUYM-|Tw^j97jY@@ zV=S^FP{QSifM2lJ_s+$_)W4BR-kJId#y^ot+?l!$V?mpn=I=Ya87Q?$j)!C8QI1Eq z$4PD6fX)XWz!~#b^k-o7^aNbg?$A)Xco%U6Z_zPboQ&R>Z%{~Jjje%?QDc9T+N(_M z(h3qKTr1)25|(kDJ>DsiJnyYQD6HW96$~jHQTRZ?RQOQAQphVjqmWWaD?F?4oWfCs lF@@(9#ubh!Oejn$l!EzJg7$RK&MABZhvrS1f0e%%eg|5czU}}3 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToAgentInitializeMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToAgentInitializeMessage.class deleted file mode 100644 index f27fd8c681deb0ba6062becf40a0b416694a5949..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5875 zcmc&&T~iy^8Gg=6NQ)4#EFZ?gvK2!J2(V=0=A&R5?0_v-5Em$k?Y7AxHe!*qOLSH= zq;1B%$@IDxnYLG*b|#YxU$iqZ$s{u!>fH5D^s;}V)9HJ5SJH~CaH`hRf!#fy&--zn z^PczUZ~yx8F95FN7YupL$doLrn9+*5Y4c3Ms_L1FwX2si6`gZx%`E4ZMc;~fXjCn; zLd7l1X~~&}ZD?iV1AWaM8UMs2MdAVjzcmu+OUu6KG?LYnynX)7N)lu{_#weT6A?RYi2P+Vhyvn zFym7@Z*Y4tP;c9^$~?10@7Hx+s2T^hRb5!3zrfLFS-F@_FFBTu=dEfnv#;AbRn0JY zMl(&z)@;L~^15ZO*UIGuhG@a{u8eMmizUl08)jzzu#z#z=~YuJXL6=6gc}7OMGwPp zVNWlVJb=4eRjcSUkl}?XpY3n#?CXX4iut`Uy&Xp{`eKNqpP|n&d)2CL+GG-!F~HE} z7$;+pAv7h1cVRe&Fh&^G1D)|S-nZpb9Nif0hJ^DB{k~Na;!!SVjf{?tiKGa5HT6ZCXcDgNK z6Zj@|um>1q(q&o1GlpwzEIo5Q7+&dMnzNP2(FLn=V3{QSs=qStue?a>T(Ay~82sX3m5#Q^N;5CLncE;Fe$1(3z@-MW|`G!gv^Gzbfp2o@1ySkH8 zPLtvFV&8pCZ6w$k*Y>)I&3A46VrWrMQpvktB()?;`>OpR1^E}{jPsOaz2 zv@$Vf*w2{yLf$7fo|XGi;-~GDb)urIRrM7C_0;sOfgQ&--W2KETa>C<_MS-n)Nith zA=l=>ZOur|x>V54aPs~*#xWtb_mBVUdx{4c#oG*TyIR-p69MOrZ$L*`%S(Zg_^kEz zGLC_~mx$Bu*LF2qqqUMMhaqCKBwkFsKwKzM`}>BdWvR4#m9gKSJY0%NqmuKSJZyZF ziI}AH(UWR4i9vENHTA^AK!sk;SEgo3e)5q#dh&2y%CZ};su4v>NZF7&s)Q3mYFL%B z5jCdDPD##2vt4SR(w&H@k{l9GHumHXk+9sO#P4(~gJS0GuRjXi8B>OWXFI(E%CH~7 zXKl#TPP8Zy}BjhiiihRK`U=-RYTOh#);Fojk{xufL^)^ z7D|+9c++B=R;^mlR}BGt-ow}q&`h~uSvIGu{(*aBa$Kd55vHvXf+}u$PbDo&Fr>(ld{d zNY6e-GClVgsXsfi4(UBY7%IiJ5u`|q=jeSI&*Kt)N_}ZZ>q%<8Of_KA(_WNZokdA# z81l4_;(Z!781hVW4XnQ@c#@Jr*$nj)U(l8Q42eHcL4wdlcm$+@kR5jic(VQe8X)~9 zJ*)jd$8q!xo~qZwLbwFs54smd<$q!*3aP)} z;iyoD1T_}%7VhH#DJB*tDp>tPKv|~P@gpjW1(~O>@SmJM#!pW0&guQ*MitkCvIiT& z2Q))M6+ffzuV{XOmS*<>LOJL;yqiN2d-R2o!#+wRpQDV*16<;`%wckLbBuBfa9H*K z1CBwCiyU1X5sq<=36AGECOM`!ra5LfW;y0Ku5fHRv+g_Z73cjj$9wp>u!FQ&rsuo= E24`|B_y7O^ diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToolResultToAgentContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/AIAgentEnvironmentToolResultToAgentContent.class deleted file mode 100644 index 4f10ce4e6fb1066d7150cbace93b2f12c2634b37..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5150 zcmcgw>rWil760AY*RZ?5u)M*r215)Bcrh3!wM|k#W6&kcPs6usFj+k@`qL`PLxWK>wKuxzo}|_&Yjua0ak$A%9dvDIp>~x?s?yX|M~B4 zzXLFjeSt;O&K4YJJ8N!RWmjhNPQ}WWoGq)EEm=|$HG4aEoA>UQ5A2FlE)lrqIK>r9 z?iUGCdv~3(OY|6o!2Po&o=a3nAbQI#+wR)}kH!{v%>y%AG|SuBRkvc7w{N~8rIB_n z*(0-ct8R|33ydr}mF?`V<%3o5gId%yvmTFJnjubmn)gd|}y>@V;50v&1NHIp~V_ zHg~PO+rSm$>q#`DC5|Lo1!5|=xh)-Sg!pmQ(Jl}gW6lUV;|QZmAkKQ;HH*dEmO$#H zi<9URHtLI1smRLU(j3idtgGn2}P>PEVi{k-c`mdr}Qs!--}IHGZK!ni>5wxx=#8j+5% z@slwTNce1=VB~qiR8?{e8CmiQxh}36mN61{u6iIjd8f4Jl&Q$C29cQ{G8;s$1(7+5 zXWrR+Eb!fHc7J07|A+iZvK=E^Ui^eek2Un*D_?Ljyst<(S6p)e;eIdqKRYamH}Mu{ zv)2T@f)m&||D!TiZ%OlF@?y1-GVHfC2K}a1pe~)AMp+I-ZELa}-L)+a^^=Z<(DDXuvaeXOEmb>F@Jv7T(MN86q;S~1w8Z_g8 zlaCx+d%R~gVBZMv*Mf4w0&WSbwrkx?;tuY{aU1tqqqr~dtDvHSt7L!=OkK$Ou@{xVd`WW7ib9YdxC!UOb6wMoV1N!yZXD2v5WnnSRu& z)3&C+{9NyO@nlAu7I)@Sx}o)jd&G1o6*a>98rGYP_(H-+ zd8ZzJ|9NPk$!KRzAMOaioi#XNba^rq*E>cx?T`{I+*e>mCs?VVAf<$Ylp2cDSA#@| zg?6KdMD)(+MxPSg|M2^#tjYzV4iGE|9`vq%DptCxw|w;SX_(B=$sv7VJz*qQI=oAd zZZxY6rNhyU7PX;NI=azH8|?u{`8OCw+si*j(;P8+;odz*i$BLmODRGbkx)%bPVt~E z&=NRzrQizmuk4pyyJY2P+Lktrn78X=Cq1HGA+;{rWovoAv}sk=cnswvb@FC$-K^M* z`^1ssvT9@G5uweiu9+_^nS1`R_^PvC$y*O>7ToL0SZ|<>amR67nqSO4uMtXIrA8m7 zT#q2dgCdz*BrHm6jMfy7i~*XiXf!;YpwSq4f<~iZfX4FL2&Y+z?ko}Z6|GTPXD3tf zZ(vNNQuNy!PIb_d`5N7si9_^fCJ!-?nL0!|(;Gg-P^LF>h|#~$F%4z<9VA8DaUI=c z$_30|2(x$t*D#4W!lvO6&)eQLM88ZJUFe(25F4l|8k@ysKg%<*a>^`Ex1{hMQPUC9 zoo%2tb>f%k23s~pyKLD#x{$fLJEMm2%ika>ZbUK@lT*Fn-pJR;c-lWAh7d$TnUPW# zPSdG5BuMQpGD%>9%p4&$%h}4L$KYET45PqQLqP+_16RYf^mE6QQND60w1F5IK<%mQt~4{(Dn zXN4`lKo>isVX9A^tBT-=4-YJLMq@slUZx_}327pxp&Mbpq!}BnSM_t;@=W8Zjv{TGmUA_@tQr>gxS|bVl z|3EDC72*s&$9uQ>jr0z|0|b9sMbbfJD2R;KPmeyw3Y~aHay76qg9s-ci2qPO(qho4 zFbJj&u3(M+_lR3h7xA{!K)Z@HW#gK!xxfclr#*K0?`h@sx}BN$10vyP6Mu*HTSP+7 zCSE{WV!bEn`v#vVBI{20Kmbn@o(|wcgbxMqQNl;7c(`sr3t}<-U+5r>Tj^g-VN#`* zeB0Q-Pe^r6q!<@JXLyM6n!Qkfr1jTC{VB!pXB!CR@ber#&B4Sbt;pxF1#1IB;xlY- z;G)E3i5-a^30tB`qD`V*Vp!smL_{JgF(EN2F(q+DA}cXXPqD;|#H_?Mi8+bu5^qX; Ypd@Ul-v#wMFR=@k6w*nd2lT!3Uwg)y$N&HU diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage$$serializer.class deleted file mode 100644 index 2230cb652b4ec47c68c1903c74d4a0c843247a12..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5658 zcmcIo>30*?75}}_GGkc=Nse6%gqq+I%QDC|!4TVV1GWKyZK&nY7}};|=^+mu&6t^y zS(?R7+a#s?-gHZwE~M#B&Vjg`ratMne(d-BD|PSFjAUUnCg4=(%zLA^+9X7W#RoAX@O9o@OK7LVMRMWa@6w;?>FY=r-I6iMWx@KHSSC*=dW*TYDaJXft zdippwxTQKgpRJM_+O%MU!-EX5^|HtaGW0#TJTk%z;UUe?oMDDQXYyxsfyT8lgQVUbr>5X(-5zwVW-ZnV}^&$8+-@fitS5 z7CBh~!{eQG>}E}SSwW;gf<@7S)(9TK#~4D3s$Sv>+882vZs#m*!7+)}6Fx|-t+CUt zsf|{54Mwp8I~yS3QHH(s4P-siGCt0*WtJB-gXAmaoRUR~D)=dCL-t7@nX5cU%;JJ+ zYYwldIf~tQtP$2|} z@i;mo*o!0sMYeiz#}`r=DTXLF@-^B#^l;iFIrd?HBf61h@FP(bq@q%Wqnihsp^-4E zL{bL*zU)W28#t051#>y?Qd4m7{*L5vmT~C+?>CiG3cq=>5r;AG02WdebciA0o-oTV zl_(EV?$fW9Q^L6@hVjWpN~}*aG<%E6acfNHB4sjU{B*IQRcDelvC)f!Q5?mH;5Eu{ z$lv?R$(v%`qL$<39A2AYWE^8qGLzZqBa#4<9K8YXJ6&mRiicp(rMCT3~*LA@u;5 z%b2QKjd!k$k>^)Pa}Ra6WG0GfJR>BbM4hUS_cO-4VO}WK@8%)WuBXIwQFVlkC=vC&Y7k)p<44)wzx8VPQ>o# zK19s)Jd$b#0-|3f{H)0@a&)l4**OatWAnxr< zp7$}#Qx$Xw35Mi{S~%1tYTVuR^jcMW7XJWZFJcKfQ~%yFB<$hT9})~SLQfu-G^GfR5Do$d(jv%I}zi)oF>I3hWQ zbiT-Siu3DP(9Ur&MU28HGNYqolMM07q6zM(dDT&AQYtP6=*lXIhKU9YjEq{kqKSV! z^p@{sxVf^_A6Z$7NZTa$Q34Su7GHa(aWNfpJF!Zsu2lZ@sntQna4XA3k^{k2sRQLFJd`&nZ zeKfk)gMIGxpz$u=E#*?-u5ShV=c)GDF;${!smL?*4Z+qZ#UEL_QBqPGp}VVabTg;w zXH_Z$XvMT>7`BdU2A?byXSwB#bgZXUy-D6hv?=STx%mlo!Q0l5)e45{Uelr(gT6Y9 z=&EgViZGF^S+a8cm?juT)?9#$*5h^d9;su!6eU6gnoND02pjbN8?whR^)c$Vi#z4I zF@@IBmjfF8Ev?u?J>iZ}*KIWZjb0djM{U#{q`ry%#YH5fZDPYb0>lzXrV@#Fv8_9? zo!Xn&HJRGCj1CC{!S1%;zIV|@?J{~K2%-{hP%ENa6sORMGi4_2M2ZM`OvGCpy=BHp zI!zy~ev9UtBpMQjaoad3Zqi1Qg)PuQ8))W(RHEONVj?&k=nt`hFdL9l-OCsxfs{67 z8Alji$ALDbJFtwg00zP>q2N+~hz5c;acTtCx9wq$SJv zw1oa(OYm)CM!)G*`cW@{+ey!EdJYDLZ>;|39tJm7-`kMK>Kk`3Gt&~hjnDkE%;~cd z?qKgsOQn$lp_o45z2|<0t&QAn8;%^CZHi?cM0ih zO)BV-tR)o395h#@bdErob#v$+(8p7Oo4Axs2^D2if|P4WLQ;5=x|Z7PkrfJ(aIsd- z*b%Z`i*^XnP7rxvbdj!9_X_sjg0p6xwNzcxj8xAbshVblOtS=us2;$gM|FUB3cSKy zsav>GUrra%aFt@%LsY@lsxwZMof+u818L?quDyfj@8HFm#L`VXzXCaQ8(%urmH0~F z7QWh*_*%JJLGB&wavitgV-bR;hkPuAKafxf674v$cr!+!o@!gsyD$atN1B)LYy63N z;Lr5DK>xo^&o^v*6W`+aHok-J5~c5*M<9dmXYhjzeuy7Yj~{2qrG9cA%*Idgv-4=R z@pBu$u+e8jvFY0(=4`xS;uirj@0dNPm7#<15+s3rGXi4oIZyGCk zY&K-XW9b~Bd?B$cT5IfzS=3v~8XXg|)Hj!_CVnZjGCBjsP}~$-f=5EP_>=Wb+4LEN z4C&iSD}R?EoSa%MUh=GZ#ymsbNvlMpUQ5exVREY8Ha=4N72m~$ zr+oS2c+PCru6GpDDAk=+W1~ljyH^NbfSp7_I*~lynA73 zGZ$hS|wMUHIl!%$4@iY7y}V^10|l zzG}4dw$t>+E(zO~c7AF#k0ALphsw=8g#o%A`wz5TXb2A3)3 zPv49o_hTS19O=!DU&h8v+f&ZU28RYA?V9?6wtVHl|^EgPM9UD^SXTUISC zd?(5H#M6%UDwZ`GL{1T5VXt)<3N@{ztwzE*Nn<6yY&y0nAF3qou>o`SHy&o`U!{^_ zBcvToC#nf2Z6c{Y$)U@iko`a#h6=5PK8PIhq>W;jkg!LX9S|}fakz`I_hb$zI(iX- z$3M|C1NvOg=K!t^ybc0IMmZd%P)QEcBm*QP_YY|s) zl|lt1r^$MQ@BlNoNwP|wCx~-$4PgzZYB*iP8Js1Fb2XgD#2T1G85h=&bu>O0(dydD4m diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentErrorToEnvironmentMessage.class deleted file mode 100644 index 0ceba63b1c74fee4904cfb77fcffdb0e26c8d0f8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5913 zcmb_g>sJ)#9e&qbZBM22DZ_GQDq}lFYR=9YxzwB?C2vzl)R!U0v7OWQkhNeswl&9_G5>P} zLLf1tFX*Y9ZcU|5UYId5ZUkil0~@4Wnryj1_@HT-?iU4)c8@M|m~8N(BNVAmOe&QaT$O3fJV1xGh6nbIxGc6HaZxgWRP@q8{fAW-h)t#meun85Z~ z+s&C)YGz?BWm>M`Sb8p%wiJ75W@H3$f!fTpk(mw9Pw9?6XAn@}iDHR;n+&YhVb_^B zwxBwODkR9-P)3d-DNxp}K1EOyLkP73$p5J+LSc# zIs`Tr2Q*!D%5W!?^#p3VcdeG#hwvOCkRrrpJSY&$*mLu?#n9VZeCVeV8GHVUz|CTt zKUS2iBhdz}pqv(s(Y8+r#FbcGS>vLf&$$Bs>HhTOR~vO5nyb?wU4$P5<$7M&u+BU2 zIi+(iJ?z@P4mr;i?H!>UeD1BwZ+OU z8Rr~5yj~q<5!Nr{3{_2Z#~4zi9$8EawBr~?S{2g~7E{}uR)x5@at43`b(b8vqifR0 zUF_1m#`mIXd;)*@EOOLu8<$hka7;aCUiErR%CItamW?YlsLGfm{~>i_I0K`l5weEN zIOaU#U8dN~Na|SO#%pMG0ixHSMi%BKRX58p$lB1Z((%izvZYC{DN6*C0^7XLh94k9 zIYV`OfsyXVk+Zns1Oci#+gEU=5~uN;!2V4{TvykUNew50vy74S_~hv$)brpRA`_>?^ZnO%#)?FeJHsi9jvZOGW zt?-f844k}b7Gt_I%Oq11;5z&^*6NDmCW2Xk@z0c`7m9Ng$iWh*;xx6K@B&YBU@9FM z>zY1}dAuAWN!G%>rSS_UJeA8&nby$dj4|(x#V0t&GiI9HX~(`aW=hHOb=)*^*#Zdj zt~;H69Jy2#Siq$i^0>@uEe*qBPv5?j;9kvKiLHv#@F%aAai3JwynSn88~2Mh`lC_JXXfoZb_5V3 z+Y&VdsO^s?>O7M5!=KzzBpP^I!M)(Vk$aNnerKYI`{w>|qJ=BTh7+yaZ0Fj>wS8Dn zA}!i6QR6dv{=uyfZ4p!(Gbqd^;W5Xrz^TrPIOmXKZfs`Xw3D+oO~%L3EPSEFmr8EO7^L7I%fBg;>7wlIHytsXTkV>~~1 z!EjEi5mAkHc1F*g(K#CN99(uiOsnuHUqQ5r!%}8;OrHuzNR+29La-0mLNb!y?M|sab(D+wwe11wb zkeA{S_W=SP#foo52X>So)bcQ)laD0SS&*pnVTr^ek-G{~6eD|5JQ|rVT^dn&WSCx7 z9;qw#$j8vm_V(RFx6;X{<{Q1PVD!3z(dz=E7aQpv;;nQ*q5`|nLt={QQ)F4rwY4>L z?KYyy4Wq5)!M0_rr?>Ae`h4EMBUlJpWsIo13-;=x1C+D2C{+Hne1vC!Wodo)Z7JbC zp`M9>7>7wkBb9nZ@c|=9>mw-eg1NUSg$_q5E5~Z!TudL@TCO*XTA@ufz-pAJ# z@seWwA+qII&NM&rPk7vXN4GIm{p@PPMND~Gw_zG4S-eZq3gZ;ns^p&GURmJPz^fhM zaPzgdv86fuKJ2@Y_i@Ebab|a8&+Z__%RF7nAd+6L7fZ0ui;a$gz8$z4*uBFGI%SOx zFX)t#9e9PDL-fzrQ4>hg;Hl3n{utNKihFqN?|5Blt3v7b{B7d*bA0sQru;c-q}J

wI$xSUdP^p8rVcO@Y?$c`%EGPC_=rsvJPp6-45*B^fZSi=rOQ5gKt zwwqiurRBN2Zab2>7Y&%VUAiaG@7?#V0W!YZ9$K@5< ztF%p%W~E0nu1aCbM!^)WJK!G0BtuRZ8DG6jSG|m{UM5g4(^D_=TJ5nbW?iUPQj7FlbeAi!C4rV7t4c~39wvWHSTnM z@XanB#}&-zn8qx_<=&pJPKn|w!`(51spvSiGb*N|c#mOYOfS2(Z5D)Sx}!Z^W4JL| z(V-ZO;s(RG@%38TsZ>A6r4z*hgI20kch@V0B17duz31Y%h4*7f;RA+87jaRqa$jQD z8JF-I?|;~BKsp`6GCpLuHi)^wGvw=MFEWY@!;izES@j&lYUX+g<)5Kh`xpF838*&o z07jC@b(3aRM*??9*3~+tG|Hzs6hDdTsZ?L+I6i?MBluH>sXnDG>4}E$1SJ=xb)-_( zSNw+g4H(!V;ZF_U%F8$SIxLd2BD3iEeZ7%K~}jj#CmGDK&a=;puMe*PnC=rJ(F z&Z-n;j`P_tbLdemDp18^NS5uoF!uzNk$qF{`VGTm*|21#-P)H<4~bQcrX{?#zt`2B zw&fWuS)%Ib8nj>#M^xP6CCiddkijIGdev?_b$Q?L{m%AQ?wwnQJEUUB7br2~i%MTA zAyhi)LLZW~;7dn+c=-g{ul_`AQXB7rhy_cgFhPhKEO-Kq902*}NIXs^lb3$ST=)gv zEvMDwJbhQwq2%?TC-f$v&#*|?Gu*DG)feC=Sn1&AFXTZ%nOdI+FgdhqzPIaEFy}2) zdb8f9Uc*Oc)UO0QfQjc&9-rXj-|(4#0RM#B)Xq_#!aN=%D1>kcUt^XY?e)NZMB@rd z_=frd5%`>LT0!1mHf>Z?+wsI6PVpGi~Pz@!-gwwX2G)uQTW@n1TQ^Qa3 zV7#gq|xXl2)A zDD0N33*T-Dr3ke*qsXo-1&3ZJgBCg4gGd65A#>m!y0-5I4f}cZK-6>sF^0!O(w4$d zh8J_k8Hz))>`LhuUEjZ$D8XPggx+ZfPMsmUw7hk8<%$lyps~)dxFy4eeIRr-biF{? zZV*WAYEROSo6KW(~lTpOUrugMQLeKTRH~p;b%1^KA3(9=_ zbeX*^v|D$zOBin*#z;pz8dx-dfi(#~@*@Suj7+?D%y_~&`OLbV-Z3{*hP6;& zz4vDFq+^l}d3}vx<6p`~8Bqf9aG;YX!&3cG!o*h^mgH{=CZ3T&cdkU;$uM=kBUhW6 zVU{GWy_RsOQWws|IE2BSz_&5(A2K!io#RZ1vQT}8ITnt1B@6w93w>|L;Z@`VUn zp4OsXX;*85?Ix8SM*rP&k))`6cgQozj*#UBi4LjXPzz~XBJ3`$m?Rs0iI154gv%fL zj)8k*qithEpG6KUGbs;kLpOY@#xW(uDN`J#1{y diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$$serializer.class deleted file mode 100644 index 88cd60c642dea73684eae54b3e16df97981ee31e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6251 zcmcIoi(3@e7609R&Ft)=%j!~B6N8Z`u*d>NVu8>gU|d8rF0oacro--J85m}8W)@A_ zH1v_0rcK{3`%0TWuxZmK*owp^rRmqN-`78?^xU144|deZ}ZWZW>cL0QwrjbVLG zH4S}+ItLBirlzUMQcP9W)Rz=f0AqM#bV{C+)0(Uo(x)e;l$_l=I&IjRs$WT$No89# z^t4J0OkLK}Pb<1&%C?fvR#^3oZUMI5{$7UIdN=|C3|;pRNkE7p)TipI-Ou1}ZaEi) zh_HkpB!+-Jsag!rYz6LWoze=zWwj{`v&|mLRP>yYS4ro?{6R5$w*p9S%Q=SqqlQ^X zPbv0dBw_^>a1-L zug5)fpz4ILn6rx}?Nz~RuQn9l z;(@s$bI_QXH7wOu$~zs!K0F#hBla^4Zh_kfc#NUpvPmMEvWoUXlM^1E=i!0jo#rjE ztovT2$Apb_NmghMsS6l4QmQNM;S6++p(c-XIiS_ zq#G5ZIEFzkYshmIl|$E=vUcJMIL;tu#h%XxmB&&%(DYU**3Dq5b?tUVF^1Dz z*Jtj?F&woDIP19sQx@euBXn~ZmDkDBr*Ut!d(JAU{ahH&;*$)?vK2ZhS(WahIPbu{ z!0=e@%~>Zxz^5x_?QTFu&ns6L9xw=IqWBD+=PLUwL#j50XZ2~_xU3&n6)it}C8x~t zOi{oDC0NZFC*#UX$U)(3D3&fZXR3C~b%O`&sf}ozRyIv$%lla}a7vP`QbJ&ur(|=Q z(lTcall(|h@8KvIas#nv#=23A5TG&C6%?Bcy^<4kH+y9m8?oYvbZ%1Bs#0{yb`LbS zT=ej*lVv^7ni*Q|iLkGgC+z!b??V+s0VMlyZL*1?s@XhEJ?1>D!LUx+0*Z7Nl0wQs zhT())M5&V3>!q=3nkX*gii9~(+<(%G>0L*Bm8q6P4dn{kuw9}A^z-C@cM~x5ZOXoE zHZ|kcVLZ;c&r`VX%TZlM^$dTPc>J#8iSJh!`fF>q68z6-MM`$p6>e*0Cg7{3T(q5+ zm+eme*v|9E_ELG-?v|JBo0gX%USk-kE(yv$z6ro}(0F;;>jse5C0xbVsbneP%H&17 zL3M+i&sUC_h8hAdaL@e~zRf3phe{5!sPn1cqp7xAAM^JgkXHHo7}YZ(e&oIlm<3D3 zHOc^7cS#Q^v!;^cMK3R&TzxPc9j7v~(Rxw0Cl!l8=Nl=aYg8TaIM`@S8bvMNNcC6a zgwj~F_^?WBY@TccHDyjAhfl5-K{H4B5D5yM$P5h)k1^DjiB2iDoR@8x27NPge)=@v z<2S}{U|`eKe?{eQ9rTp%q>#HZ-z}}oOTJw`=Mw#rFIKs_z}%1!l!h zYMCM9irs%taWmq$&LOAtirgVP;W|&%H<|WnN+{t;^bSZu*ow>rM-2)q*ZN zRd6(;)7PCrO|~qB!nTw(ie^qZu5y9Wnir7Wy0XsQg*w(rK`BT|6R1t{C`HdV$RtD5 z#;D!ROZIhrBGJ<48S4EDQS7Id^p0Tb5+d)>1H)hG9(6jYt)sVk9(ZXQpD+zSi3D0w z@%Sz5YK!lt`y%#^r4B8l$%mdmTQYFy7Fy}Pj1C_-Qy*^9od?q>n(3D=327u&#K;xG zpX$+B65K+o=_2YS8n5$F7hjBXuLp%`nn+lDowST74a}$F-42RVfqs8?koAOEkHC6F z))QtuQmSnky@V{1j4We-;To)Dq|LvKVLy68iC|#9J4hV?r$a~tgHA_q5hqu0Dk(1G znIKk>?GY0}!5IrV#Nk9RCOSRBB0j~brDa^?)X()uG#I171^nybYxoC=ScdFFcOVgX zo7MwdU!^~419TmvtBtOw=o+WXqU$w(|HA6O@4~vUdgCs*3#)HZpC{sl)p;6T2YO+3 znmRYYy?XLCa_19)CA{!=qFhG7hub)CJ`qfYl0s5UhLaLo!qmHj)sI_rzl`uIeuXF* zq=2IWX2`k(WUKz46DUE&D!QwQSWTk9jvaek_#6bL*;y4ud9f8-JAgxKjkkuKC)keInqptah_{%;J(`lT>c_xoD)s z4`7d`{A5Gf6fvT^vpe=Jyp&CaNxF!>>~j+N+!x>@u7~l8%e9Aa@x_E%Q#bL& z+Bi#^CcQhMg2x_5(;~i9i82$VCP{QFMxL#O$%)BL2=tYGE__Bvsz98o0F*DyttAl~QeC*(e=A>NBII6Cu_$#VTJ z;&0RfAJFwOz5kT1pIP`hexcw^{F1CTh_^1npTVy)_)P}C#qX%aLI&6I`-@-}-o_s; zqQSx+Exco)%YtapH)zaS_>+Y{TexK5u!SQQrY&qMb=F(xw2-v0$HGGvbPI-scmD_f COe==~ diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent$Companion.class deleted file mode 100644 index 800cfd3128bde6a9184bd003a9a288e6d6cacefb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1627 zcmb_c%}-N75dZCarC(GjMG(J5iWU^M;MV~)!HP+>lqiG?2eXv5E`4v;yxkJwiIabb zCy(mI#Di%#`bQb(l_De_)TEc4o!`uFc6N7We*FCQ9l%4}XIK%6w~T3W(UjU*-Y}8m zq1l!J52dw)@}=0aZcI=SL9lL?^{$GH4hgIn?MM_WCVVTjGCBpuklzuzf(Jr3`Rdk= zY`7GBhU5dKm3zeCm!>yz7(g{dbU#eG@8D8|`KE)FUEaotbLI!z^FiiaQ-BTE4m@oA{i0|x%Tv263 zS_J%wd@b5RTx!-u?S?baiilb=TAbdQp3PVwS}#S0i%i|{=aYh~JP&oeyf?2l!=aWCuTJNsEL?H?)xboSE+@BQ)4{(@I# zk27iS;6pNz_VWI-Tt0C=T}TwXa_XaSpR2J(6(_o+1)ML$8UO$Q diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentContent.class deleted file mode 100644 index 928ab9ccb6fc1c950a3621b1984b21c3219e7657..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7414 zcmcgx`*&2;75>g-9ygPL+$01@z=W6(GD%<{V5$LXA%-$BiAoTwsnyHmnhcrDjdLd9 zp(55+`}R?5(LQXoRcldOl;C5nE~-Ctt^Q42wck1S&dep5Nhm8zVD8;}-*fiad!PL} zhkyU~vwr|Mh^qpFRyr}`I8zC0%FgCxBIV@l#H=%EXA-lvl%ysOsV~PJCo^beGRK{v z>_R%{WM@enbh3HAA`k-RDQm$>WUTB|;+~VI>=db00^tMcY&!oI*~BTy$1or6>igp-1lmWO+*IO}oj;kg(pj0XvRNmu zhs(s6lOLPUWcCYmtTc*4tdkj=!y?*3$w>p%0xhl(iBk)+i8PIn%UYR4GOP5G>6DD1 zMxZe@ZKr0ub?&ut)~wBe0z3Ss@T6UCiuj2b)?s}VG1Ll#a`RcWbe({a=T?l7nSllm zJCvJ}1{wvby417~HboJ{W`X+Ud}F9ab2S3k5<{H}-69ZGOx6A-Cu3-J$=hORaG_f% z^vI2wJ%&bfDE8Y0g8AvR6c`#=10UlCM5pY$_Qm9+z=p2)a@}YSjya}GC9sZQ!D|&> zpk;WqRuOVM{3wC)xQ zOstwuySz+uQ1ouoaj$?D%?Js7JZc)0U(m zCz)cHjFZ>ZMR#}vBQXr)?kGkvCb0d6yflJ)qqt9v59e&Dq78z~!}jCzR)+i4=r=>b ziyxvmR?Z$$V^%FY#Yr(dfbXcX^B~KPlb=>4%U?&lfdU&(=eQ#s<96n;4(+k>5!F2i zyuU_ypuA=5Y|5Er`;Zt^d00|}Aw{us`zxgINn56J={b76OpNQE;jSV@w+S1)iMpB( zFU*ds9wEi3WoJ~b)u<>z1dj?d=+Cyh*+UsyHA(`*T{k10KR0>KrV9K?q-tP+MXiE_ z#g@dK?rzr-D=!8885+k*>xRP6_msw@+a?-Dyz*D{oIR z;m`-$T-&I|OLbMnfrN{eI(?It`afjxr=f!1)2vxI%B*u0&AOz=EQqhn${?v^%ZjtK zE%Viom=|dB+@{dfmP``EX;-i_>>VVdjdAbH=jZ0>R+ZMQ=%T8RlEokp*jK>;Rty?} z%Uxw$)0fFTXT2dx`Hfp*wMxNVa@2z1)M-FhvfR9?bfZ>ohPgo<2ku#eKD495wVoSH z7X<QanTIlj-PMc!jD(R+i?9;FmOUA%$IkKD^6q zl$R+)=Tu$wucCMbuL@KbnbBp}#Jh?N>01}^nmV4nuFk#XJ)vkk_uO0O4NI{9vnH*) zMe_w_7pmCr1k^*Q2iT9ykbWkuFz#Vsa*qh?xOU-4G_W}k4Vc$1MENgZu8#(cpi48V zh#Q)$h8VR(YuwMK!ucaz&C;KP#uv{Uo3CBi*3%c*Ed~PJJ%{(yhs{89V0RVYLH#z& zP;+pz(3G(ECBnDy#hc-vQEf&Kj~XUN*N_&gH#plJZE$`8DsV8&aFG_#kii-2G_>C1 zS36v7Zc^(U{qngg!kde5joIYR_P#V1zf_xB2pgJy(A-M++J!#D2)L?fNGsD9CCw8? zQ?)`G(khXG7;Z3cA%m7a!)(>diKAb>ss!0aYK*WT+(wuJ65ej!O1Ql*Y|#M~Zpr`uyTdZ#GgZPczA7Q`(){pZuOc9OSLGEEOY zRJ!wF`E)z;+L3hD9-E&%Y3GisK14ORPRh!huy~_H+#_}@?3IU{QgKWB zyst4{M)6&*ZgQ5uw5OL3?*o=n6Xj&e;Kc$Y%?6 zXhxjxZnUEZUFgM5{@sgRxP$b+am+W})v$wK)t>=RV+AQa1Dd9^Q(0#~T~}#)4X8^f z%B@yw4N(Q9Ug4?KFTjdk$Hlrm1rz*2KSZeeV{BCtxUz;dv0KX&a|d`b`S+uaT9jkd zvXoKJs*HNeGHP4OsCNZMO3gajvz$cjOBwB4fst#YT}YI%QRh-dyH;hiyC_lnQe%r% zC+{gcSsQru$$e!fYoo3-*)`zq9mX6@Kx` z;rBTL5BBu#Yzj7ouHtsJJMIE*B*lx76fZ_nyckJwb@8hsDPD}ExED!&KfjTvGOHQH z16*9mZBuGx#gWEv@ce5qRB#avd2q{UV>sf$ZDWmL(;!mKLG1%UVy1_64urZr)fREU zRqZmlMi7eC)T~>_#SRuX>2^lH3gl+B7Jn`LwJDbTb$*51}>`yC3OX#4*meL}mdf4YnZg74uaf zf&kNx_=@Io;Q;?%MJc+G0}bAJjpMl1D(T58a6eA)n=61OZRZ7-RVF%IE8&q<7aOg5-u3?sx zwombRh+o5m+r6)m%UE!~c7BSpZtC|Z?=CIZHg^%6^9o85PvA+;yAsvNAc;PSy%PH*Zj-oQ&zg`JmN+Q! j7mc2ictYYyiKisaOFS&`p2S6ozhaRx8??a@{_gxAEr@HW diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage$Companion.class deleted file mode 100644 index 2504db2207016372e9af30fbd558e4a61afc2c55..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2094 zcmb_d&vV;E6#iCnELkzsF>RW(C2ffdNld*?_>I#*s;1z^ahN!hnc~yNUW^i1Vk9}! z;gk~x{tQkW`EdwCr;I1Z{!t8XWji+Dq0NxXuJ+S=``+&Ny|>T*{QVCA_pr&ZB^-X} z`zR9XLK!&1 zb-tAW!<~i2%Ap^*j`xHQa1l|;e6x0DMo#X_*sWefuB9~!H(&9C7C(^Dejpq#G;mW4%iZC3W!N4U3TQ~*9YN5w!L9tqhSuONgExeFb6I1a< z|63jgUSpW+9f2PlwYlR(GVp}UcjQ+t=_3}-6^7}SjJ5+ikRpd>E6KW47bN~GomU3HyOUTh=94= zK)Nz8aGSv_S8KcLReOVB=e(L6d!*3_r8MS|OW_UNVYoRYV5m{PekNA~Z!vs7%2O>0 z9IsXCSKU8(s=omLuPUvNs9|g}rCx_ww2;9P-O_4<>Ykd91xoHB5jAj|o(qO-#cv3APf*X@cjc}c7%o*D zPgXnaeHrwTRLyC5BI>AE*LONz zFlhrK`zbPyv)SzB-*7GQ3^yuyJv&F=wLGnE(drkxS2n&h^jpJae2Q5r(>bhX z7|MiexQ|CP+Z1@2&c0HIUdB6Ryj#Y5c%No`P{xP&s16q5W0dMJLwYc=8e$?uGQ?zv Kdm+|BeDW7?c3=|# diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallToEnvironmentMessage.class deleted file mode 100644 index f7831e943c40919c457cb7a4323508321dd2483a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1211 zcmb_bT~8B16g_ua+ES`g5e4xBq$>C|$fF2`R7f@{#aO}%Pt$hNY`eQ-cBV*tYWOw2 zsxQU|)08)Vl<{s`KN1^L6E>MWbMD-G=4S4_-@bqO3SbkD2u10Mmevg+8!EI$)O4go zpzF#Pfii}zVmm%L(AqCb-#^eh;jtI#Fks`}z#|PJOgH7R6ut}_V!zr{HJe6)urap$ zDA@_Z%drIp`I*rPrU{wnHQx(8yG2N>tR52f{!@CCa-pb$H!}2en8p+#TPV2Y%E5NI zxI@@4o$Cb~Ib6WSN#t;eF!}4=9P+W%!DYg7NkoQF7Ny`!zUbjQ*1csI*<6%)92goKMZ7xONzV}TJjT-?O1Bap#uEFNLPV9DT)LEd25pn!)Q8z-3g E0lxNNEC2ui diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$$serializer.class deleted file mode 100644 index 5e10c369dd1b7e79fe709ec5c534449b8e73d53a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5684 zcmcIo`+F2;6@I_j%SGT`&aaTFrIH`cC#$IKzU-GC-cpImvhc{&UcW*E-2HDNC4 zwq+J*cGBC@(cy4g*9`qKw`DMf*VE^;B`s-aWRiA#~IFdHc%%wvsO+gtxt#-ZV#`EB*R@Z3_H`7oll=MljoKSYlcplu1)9ltRrI+Lu+=P zXBT_|$2D6ka6$yblbv-iv}VPOAd)A+B4|aMip}^CLug4eid;d0LCtX|YwL@yMYNu3 zpslq%PSS(jc;(b^1lzE^2@)P-*i|1Wwc3{PVTKKJJg=K1Uoq-E z6`o^OVbOAQmzPZ)!Q*(M8SU7~Fuoq1BjY0sZ5M3f(UIZC3msmJI4fcV!@Hg9gRKvI z&jttXuT8?qlju~j3tbEp@#@8*hN_j(!w}(SuF9%UKbloZj@{VPj9w%e8j+|7QZ_Ba zq4iNVLo?~A9AOz2A1J~&_X0`RdI=!sJcEWSqR=MWK7~-COGW>jz zGAw0P<5DTnoQdFBj5T8v;|!bpO{FL}VQ`U*8B&d`d0*d1byY=LKdwe_2+s*#hY2x$ z6c^W%afCr3ZOn*B%dok#`mmqsBS>Si8Amb2u)DsijaNWe${@s*Qh%PvA7@CE72uT= z+MK~FH+=2UZrC7XG>~GrN+14}>fZ7MGD1bu6!S}osp#rPGOatV49b_j9evSLW{zKE zc*LlYir^DCEts8Q=&7&LljeeHT`&*n+{jH_%<@H1U&;6+RVAG%uT1%risx}wkfGqi zJ5yEn^zH7=R4($ss;ykCm8>{snNBI~S@xu6FHrU2v7Hm{kbQ`7=eq%w5e+J{`{7u| z3wPCd-i>6;lX>oTQ5okLS_s5s|4NN8NJy@)*!wXRrDbhgps2PM6l&|;qh*beb{M)I zYU4<^C}AJ3FI^Qu8Rr|uoJyVTsbx(H8C0+;sj1BL=+xK*Lw^G;G$cR~uZX24xVXS@ zppk#xlhUfNSN1W=jT^90rIPD1xzD{D7)BmQz6_zd4!ajm3F@Dt3y)-}8KD|p{8q&c zT12V$MTUd*)m*v$aid7(T}`*L1|%6TGi)3kn@$~@Iy-qXJ)Jt9o>1^A!;$KOw(M>X zU{=FM^jE{aFMmnJEBG?iymrw{53h)UZn8 z!Nda$Y=P!4>f%=)z2*8DuCH7fR9CL3(iX}4R|2XOjjg@YyjYHUgV?21b}Ik6Ds5T0 zGN8nRaj8%0W6w4z(tB@(gGwM8JklBsZH>g0csMR8fj+q}Oe<1UIkF+zw3T)bgrh2r z%}3gz5gJ?Q_XZj_(ij!%Ct}eUjd41qkO*6Y%BJY%_udY-3dsl7sSDpz)rB|ic`87z zhb<;FyR$(AsERaXlV-0O*zGj~&3Ex`^*JGwX`a|<6T5sGOm_gnA8^iV@(-7 zZ)#p+7D<`(&0);Y9EVd7R5Mo5&hkULV5qLS0Rh+NHFJ;D(SC{=AyS%5V?u-xdjBn9 zGE8HX#;u}@teI12FMTth+27HQoivi(5$e8$=0DL3!|&-C@g`|(p)0{XvwImG5{81kiQw+r=%(i~`XmUV65ge!h;|XGY&+@Wk6_YH zq==BuM7+h&Ut-)vw;7<_f1vdiiKfJ5yk`s)N9iER!miRqRa$w!CqC#&F&R7<7!0wY zFdLG4dY3Uw0x7rg(V?bPtDuAJIYbbbSFhmoYI1){OQ)ki6Ze?}2f#THxp?q5Be@5HcPnE&`NlcTevMcHP8h*5F%B z)q}2DQG{B7u1ZMwEF_}37ccr$he$4=xNvvRO?_Gn= zNT+Y%3peo69lUZne)T$DT7ew8h1ZUD$G;l5iEnhrzf~GmkiUT)o@1ANP$kv$kq?G& zU0jufl&D1hO_ce*8o&*jm+%h$Oe63Y`hSsrf1Ccl@3b1M;O1emILj3O`EW z%@lr&pU{Y(rtmZTd=|{XTlmE++8q4S!LJ+)I8Yq=k_gkmuN_=-U^&?9V4nl-U_)s# U=Ahp}!ofBN+Z`AV3J%`>AHxiD`~Uy| diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/AgentToolCallsToEnvironmentMessage$Companion.class deleted file mode 100644 index c77bb360f83cfd2c6ff749e04637f7232fc60837..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1634 zcmb_c%}-N75dZCarC(GjRT1!8s)7nz@H0V8utHKT)d=Cj!7OF1OW)fyZ@0vF;^ZIV z$)kEP@n9N`{!zwxZILD(#H5#<-QUb_c4l{Ge*XIY1HePvW2gzmo5nP_Xh`iWubW8n z&}_?qhtgU?`BJP|Hzp{HAh7FZS?{XI=#bFWu1T?M!nZ;zqf=lE`5mz6wijhLFr6ffPf+y-}9oMRl;DEHY%RjFbq}dl@lYnVzXOjSG~1 z#}9DfC}#d_?T;Ce!lT$d7)Y>-kLbRss)-tWN4l*@C~djW+PF?&me-7{wSs`GUJT@M ziU*0yD1{M*bfvbozEmqOGrSx~M#a7x7IPRyA%i?lFkJfQ)2DEXVSc*zM|@{DiEyLXZd1DwoAgoF!wuKY) z^j^5@Q@eQa!r}!CtV#Gg6`xA9+n#55(%u`(dgET!%eVKkUfS;-2x#x6_dodK?Y#xB z#2#nT-u}mABJJhwErndiFn%!EWTmtNX5D`kYA%Dhr9hh8}~ou zGKgwR;X3*4D+q?npFzQJsyA2q#>rgM(Ksm6^kFDeOVf*N=$kn8cnFj7@o)>`3~ zjCx3BO*OP|tvKp4FI(EFP*!L_Sw)1U!&YL*RkW5-IS|%L8aLTB(~9bHMa6z6dd!W# zc$la9O2nTIpLR60=x;ckrs66fIduIS(qCx9P@*;01(89PPNNtm#P1O1dxX?ioNQz4 zGpRlDj*ds*ejh#6qc3!9j^S3%>Nt>R6vJt96~{13(jytiFn$=rSQqR$AvGp2Nv1w- zlW~ExdECHFa^;bnCG8!;JmKmL(^{rbBzvzysuLmExKZ)fh@d+vGs&bjB@ zd-K+RFTMd_6aFo*P0`|`hA|vhhE?4%<0&Jn#xusCnvQ2w(`0YFOO6Z}M!H)`r_BMQ zM<3U+hMr+>uR{`m5QrR6#+7(l(TC%^4}fhc`MsIZI2&lbUI5Y~C-Bo}I2U`Chc^Hgt;^Y}{;%Tb(qr!|@}kbvUbNx*1n= z-LMo(GuZAktiD`2y-}b%o6{46K~xD`KWbQMO^+WL&%`xy%IZowp3tR1rj{}TSRk+@ zHKL|Q-RXOjtddblD6rORn}fECfsMb5O7s3OY7hyb8VdyiDM#NR773I!$-w}Ygy2W5 zKy*5$VN_vRC45*;-%bTMj76xIgVzc8tr5)>*gjV5iV1{B z;i6B~^E8w07dSAjbH02{=_w;KX6SVNdhbUEkw_V169PxP-kB*v=L@ZuXBReKrZ>-z z&NA+TA;wONKv*Ic8&rpsT-p-2+B82RrU%W`08V&F+yyjm=B-7OH19@+vSm2_7r1ry zG}>e*hfShwrMpx&iRK^}WU;at)*uYrB%NjO;`JHwi4wD5I*=eYa+f zuw_~b^SZ!O-Z*i&^s3f~F}Op~2h*wvwwelTAW&XKXIwp#{9F>r=8h=Kn#>?0ib>lCRXfooifWTX9>A6` z3*hDu-iI!k1G`vZvZ`rEq2P=P_5PfaCT>f->g3J2mp-{xzGt#m4yRSAijq}(B&%7I zc7b;o3G9?fdl&14VU5Uy@6FFHp+N1?ECG!5tLdSbQ@#($@-6V-HpYF1Oy z+Ht#{#Z^6J46^LTyJaFYsY8$KQL`J9r6&xkW-62gH=N?c=TNwI0qfPX(Au!L}LiU z5{(g-PLom0WoP89u^d5PKLh5r86{(nwb%($8CwE3&%ofCu_&N6m2lkD;xPm3!Y;1J z4R#LB=46iURkEX8C31JVXO271lAEPi%&}N5i~z3P42$iWnjS2W2;AP3NW2@pe#3k67V%@P%s(o|Bvh*64MOM*yjtt;&E|RoN_-99h(HPBqj*FX`EPN%`0WTD z5m+_38FcrjNhNc5P~rAg8Om>tpQlWop7R|7Z+ka(Mf=)$+YlFVow{2t8gxW@t7Orz zJ=c2_c1Jy%=oj$45Wb7kMCJReqYeSFDdY<~V1{yf%DI!+?zY+q?+@@&6ap_Zt$X|? z^Xn_D%xU^iAXx~!Qa;V^{ALuA&sw&JDe^U(4dGRs6S#Xyb)B!%s=%E^YqN8P-0WHY zozqV)n|Zy%LqI-0Bw_A^Ww`=?#{#D`nGf?cxsK>e$wX zXhpaX75t329raP$igenSFDk~;cZdRToZ6nRdlaj84C3Ldt>F6 zZL$hYo+z0vJ-bVOIVa3@&I$89UF*8?0{AUgmU}JYxm3P!l>5ti-T+!!MosXt+0=Mi z>6*MxWgY9+hIPft$-}PSIq26UHC^q?We%&^0lDntnb}Aw>HP|iuKad8V^jGSZdHo} zEZ_+=HQK9;xzm=r)ApB8CY;c9HQSw5OjG6YG}Le8vMF`DCUuBxH4Mw-L2S&qYca8& zrOQv3Rq(l7R!p}4z!h7;cZlz(ymp<|$J=3IVgE{p1+K>mevz50vTS)3t;AnBy1?gJ=GZ6XA)NxGHgS$Heo@}?D(YTh!;veY z;608lE9?-svb;bo#44ZzKE5=@G#0ld9cXPkhgNB$!_{#{ZNV9}1!vS2IitDA*6EIkRH6;* z$W#iyiK5H-ZfNj7cnU%3o@7J0+id7B`;xTC}0NalyHD#WSn1^n9RO6kOEIhDVL zi;N#kYVEkSx`bPWyq0s-*g`Hoa#f6v` zi(Tq6=6@w{CsV|+_MZ)<6N4(0ySt#88jG|J0Pw_b*?S4wE(?>v%rr)ytSiuwniL3Mq_8RX7l;ygZL=K`jIx|VfrE-15&E`x~L zNx`eZ&32G977TC13D*IQb`(lj8to{Qz&GL{JPd!NPVV4cO`2_&01GeSJ|bmY1dxD69>dOJoO5` zQvNy)?P@6#{VkmT>_wab&f|Q4%PZI?kro9ztH{icf3UBPdOn8V;T__5KarL1C-^?a z9R5#^`|x`k?H5S*Lw>(bE^nCl5#3mhHxHsLfh!4IP2k7)3E%i>0zbpg4?>vu1>QP{ z8%(S)@kWM!M~_yl$zg8T|4k1HUB1_!*~7%0=%X% diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentInitializeToAgentContent$Companion.class deleted file mode 100644 index e41eac7af01bcc928012c0a958272de259122c85..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1655 zcmb_cOLG%P5dLOYFRvGnWpK_9|<#C`?KJud|dL&^}Ar(lKFFn(bucv$Z@#gK{uK`@gb%uvR@m`vCx#&u5 z4Uf`H@+9rZm?zR0lJYxxTV<(ENZ-`TDiNz!@=1Er0UD{cbW|H@@LM6Jc}r{y z9t+*&4>z}DWQ*__3ag6XHyHf+g?5NM3ITE`GUV)YWf&f{4mg%NLttb!3OHjpKfloG zr8ZXjC4Vm$mV)N@*Z0f_q(8@Q^Q5*{}jTwf?(QgkGMa(jk$X{E;eM#96?w@T!;1f7GiQ_oMaQ2g>D&h>o^8C1_ zd}}-5irO*LBIdW{GtrM-e;S+hBb#OqMAnm8eWC4si@I*Q8tp5eCPOX5(*N_uF!dhr zKw8leR#2t9WZS0!^BiH0fPwW${!%%vMz_u~!|lP&OyJFWfma^v1YXG>F(er5ly-mi zX9qhgUX9(FD0#cT6mli6?B5H^xf7*IuHw}Swfyd{1xm#0tT6Y&+-EiSj|bGZRNc|a zSad6cVPbCuFdX|}WsDcaQqR($H)ydiR9a~y;GTDN2rflO3Sr=vMIB%WMW-) zwXl8X{p91mwknZL+C@eY;O72_FoaF5W!8v=F_IQZu%7m_NZwV>@9{CR{Sgk!)Cf6O z9ipDwNA!u`5;y0{MQ8rfA1M7!7lx}u!;ugZ2#A})BuV@sfPVm(`i+zxz9Z`VfnNC- z{Qc185Ple29R|u3H_3!>5nLTR4FALzf8jL40AK!>-*6NZ?SMSK8v9tJ(<5Ili?jP# z%#4KNEJ%%W!-RcYBjaEQn#R{OgLUFPe1law8ziri?fDJ(O-SxJmwmkM|MwuQN z%oD#Q52?K6_CPAB-E#4ehg5!3YQLTtOTyUHQj4lI-F>>xIeor!>)-$UDU{--?U{@d7-xJexU4@-%zgIQd*O0U-veh!1r3*uXs-ANY{C&7X7P+q3nAhhb)AE zwJtZM?Mkm{FRZMqI;jH!r594LTkN1fX4;|FD*^+P=k6AeMJ|sth6K{#nxh3itG)y zq`4SAioG8=p(@styDISAw(h_{XpBbNYu41rF8DDz-Yo~uWz>OTbr$#F}F@5(>k&!<9EV#Clt7_kB0rP zL~P>Q8ulZep18Fv5s2tHYpEr^$0N*dR2<%t5V`Hzgn{ z0jCfNDOzC?&OcR&mnMd$ByW5 z0T*y_2r0ZPkejYEPooO9@KP#O(WJKYBEP-QwCh4>613~xYidI&SDDSS+aqB5rxL&}kIF+aJ&kkpB)50l%*LpGOc$@x)qHkL( z4LPSmxhhRX*vev-S84SK0)O-;K*C3kHNSCFdJR|UV%7III_*+l%q9(^kMb1b;#OPr zAOGJsW0lY6?eAQP)Ggf*cH8nV#voaIuF)_8Xo4a+|I?NsGV#Yecar+S`!<@Xr zafIX1o7p?V)(~g;FQ0sqrcesV9k2?d9^6GeWEGx#n>l8zxhQb?#R|jIk2r!xjIz=D z(mbrP$-9zS7SZ(E=FKT^wC|mnNO)(1&x+%BI$r3sRE5t_?a(v57Q*H#UCQTbN9LG(?r*+NZ=U8$QY7puJHqHd6-kGAK z$Fa$E3SI=yea`;D^*?Fh@)8Cr_*Vt8f)&&`qEUgu>Jo%T6KhKt(-8d;5;#)QVY x#tDs+8si!p(ej|iAq`i<(l`=PMl_CUjA|UyMnXxWh5J-$!s2t9bpsXL`Y$rvvQ#HzZ)#N)$fFP-hayAHK2wI_`_>WXQfCN^%ti@k3>W4X zTD{c9O26Q5^ukio{Nd(-8-etP_^lpIw)NZe!?{+Pb@`68+nG?>aG`Z-hnX3^k=l)Z z9Fy0HuC&!iM9*aBFx?Qx5eD#3X1I4G?^i^H;gX0VYHjs>zpT=5$gZ%m8a-z?e(+el zC0@O(hd6Gm|)l<}CZ>x$p%dk8@ z?kV5dO}NrlW?IDju6!!`v2CQ<*sLGfG+P&0PiFOnwtFp_y6I|kXnc|ktqe;a7mZ=+ z4Paeb(GgZqr@Um>rv>wzU`~L6^+^9hxm%6CI?D`q2YWMtH|qsnd9W9FC4Y1w#bB?r z|D!)U*jw>x?9N2V+yAMMD|u!AL0Hb6E>&_BuU4q#_kS)>Azo*Nxj)Q(&~SfuL~~2s z9Z|-jqYQ?L0}5a``4(l2iDIc|Y0(=*EDV)a8i}|qXfwBC`Pd1Xqn6Tgqn~WcY^<5s zR9!7>-$g(3Ltk5!$R=@-Q3O~!ToHz_skO`+u`oswkp!D*Ka1pj<>Hd zRxvYDj;kOuz8n_p<6CkLhM;L&r5&u(-NQAk(%B$=m3%L3!EfSX6PKEp#{!+W+{6`p cwFPFdh@~x*46!b_LEfNXFlkUTST zS50eGdZ99HKagg_uS?f#NToA4gMZvFD{b1Exm*H|?Ii4~t&+|hobbQWd{cyJBx?24=ffLGN zO}Z-rKaRhk_9QZ;>V_Y>j`yvpWDtce(rZf3_UjHqRrVWAUs3TjO_9M~40WmOz-fkl zpv+n%>S~)(I<+8hB++E9Z#K-En~j?G(57E$6?v5LTVbX$G+jb2_FM@G6RV zoWN@WuXLC?_rko=z9Lzi6qp=O9DY*LVwcWc*%>rlG*0C)hSLJacZZ}4w=CWiIBD57 zOIwk?7H!L3ll2Z#MHWZ7O7DwyQ{X^57G~ADw?))P_T~`Sx8p~2xPS?q=|c)<1#*)% z?`c%&=Khz8R@7J9@}juC%WKz$P+!n?bg#-4tL5st_f)cL+}_LMJl+@RYYP+j`2Q(Q z9s5cJTtG?VFexya#xuf=}2GT!vPl+D^#bLcP<6qFS_@l6GxLZqlc?lg9$?3S93_iOFQ~WCQHF@snNg zNYdg`=@M^paSz^|T3{`^lE)72=+o&@w?d1wRAaM;0HpLs=nvR3Hc0>0(JMBPRQ-&= zPuut3&!>h`@jus-PZ_!V_WfkpP3AlouRGhhlSAA0#|F=)Cd36XIF)_$T_&AN89h^@ zxg!G^BR!Iu=pD!znUVC6nAq9P-5fLaacBS8jB$YD_I*waP7ZP$;CSdp_V$3$$65Z) zqwmucN&&fkqwwg5%wcUei`B*FD*=x`>j)3g$l5zktrva4v3BV<8^!j=uh_TrD^}oe z*UL4r;Oz}QKt^x3ywGXL3Lm!0VGKLXhHb2`=B#>F*wPZxWfmRQ_^RW{*;Zp&2J<@R zY|B;Ow%i4aPb#hx;&38&VHc@|is#87>VA?+@-@E|*z&rgg&9-6AF}#d&A3{q^l?_B zG%?C>9M-jwbB}40;dp@Ki0&KQ^Eppp@v%L=#q}eZ-zIlWj)WV%ryn5yb9DS`ezhQA z76HG7_yGDjLz*`h`$_3iXAHx@K`PP$&+#86wH78K0b?-%hqQo*I*7xOP`(!M5*Zb# zS|w|Op{*O@Tnj66)WV)&T`asewoV@QpSj`--*CC37h^6KE&AFfz)q! zz2^^%KfoK?czo3U-E~2M` zr3${Pz``;|*cH?v7ah= aR5+|O<4Xz`6kKdloeusjI&=*;Q27_l-UxdD diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent$Companion.class deleted file mode 100644 index cd5ffe3b3d661aa4412113dc89f4b485aa760278..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2378 zcmb_eOH&(15dLOY(n^aG3&qA@Cw>Ik5h&IIc}Ic-%ize!!a*vkD4iB*kO%hR+Femj zPMmVcDZe479P>Dk3gwiFV}4XBy}NqZKousw%%i7!r>DQKyZ4`e|N0xiBI*n)y3qD) zyRGSMZh5ZOv>mRQc8eRD$z7ME+KRO=9NRMKylyZ1Y9-t9Xv&mq^OOP7x?39 zRokm}41=_Cr+ZxEy1`o|LwDVw?+Pw46m*gI(aVSE<$d(>0ebl!digWai(@?az=h#g z@D9U`&}D6R-_!)L!m)Hi+u%C};U5s=3d2O3d+Scg;kw7y0!)IpFwABvL(T-ULLW8F z3BRGOh4Lh>Vp7EfrWmgD?tEEA!S&arbD5YKGUjDsD|nA#^&-5ibH@}`0BkQw6x@7W zx9YZSY;d<@ypnGUZZq6Iog*WxRxo`gm7dtfcc$$;dn%fvRJy}(bBM%{oZ9k$rwTq` zC}w*}^(s7#5g<=BFNDcIqv9@R88+Tba5I^HZgWS$hYay@wN_uQmR1<*7fRZb0FK^K zNFom{fqR%^_;HlIHO~=NyKrWBPNi(2agG{w-q0?nNZ}(2L9t0yk4mlz$*;3&Cesf} z5}!d$koa?k@xH5%xu>^uPpA4Lnfo#|2FV|oKY)Slk^H&vcl2hdHP7&%doZC&laeZ> zx(BKhm%|MSx(D&&ALPmI!Gbi$?kD2X@z1eHTuRB0lBvkGcsi1n=3;Zv<6mOrnABQe z{teUT2m-_6h2ZQZA-!!ZERpy863LJlv@SXsArTdqlLa%s=TW;VQB!0{SL~*4Z0gi$ zwhdnQ2Zl=(Vex9m+~!VClBkI`m4S|b*Y%B#>MGrl}@KG|A}j{7kIallhZe7UCTw%w}LsEem|J$G()FHxVsf- z$S;sRM2-}H$9ydp4Gw(O!9lqAxQooMbd!WCjlRR6x<2%7r{~>zpz{`<^t9flIgU>T zPrMrV3yd8>+B(Fif8Y!Mp?)O3r7=y%5-y{RDazMdc$A{DLvjggsL@=ai@&6Z6&jGs sD3-BU#uC1w8DE#NjQb5Rm$V)<5O?Y40xK?}E@CdmT&%iy=;E9I0HfKzRR910 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentContent.class deleted file mode 100644 index 3ee4d2114b3370a394bac48b46d38d956b3d7290..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1553 zcmbtU%}*0S6#va`KekK3@+B1f0I3QpY(c$KJZQMWQLZnJjg9wfR>}9hEiRkh8NU+@W{sT*=Mh&ZY4a%7494S%=TbPHFzE9O z+x?sTXM!?0zwz1;6ofd2Nl_+a7mB6zLT-cMS^gq%?FI8h@M;pH7)xLT;|z&oeMwA& zsD?>~Oup_ba%$g_Jm{vm8v?8Ndsp^2g<-hIW^HoiR2}6IrZx6-s#GmpSh#?J)d}Bs z!(EpCs>=-T+N~K=o77A#)oz*eYN;VpGonXWh|||@8E+=84zMpD|8mepT% zK14e2W3j1-5lKY}jh#Z{sc7eb=?Qb-@GEP#ItNDRNvKeekYNnfv(GPF&sP$<7bD>Qe81j zZ#9K-8{DQ@BwZ?)^^;a&h~#KsF(hpvc#!iPDY>L_FZ#`(!k@YxouzvMw$Hgf`ZAmr zO7Uv3S*{#ik5N()=@wi%tYu1$MY|Z$L85wuEJyNhl(3=G7z|uOiukg0Ym{jC#6RQm z7oYZZQQ`z4wys+ qH+L{7aZBR1#C&%hkVr}_NDN6#NZgUQD{)U^5f4bF0i7H&VEzI$6T5@} diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$$serializer.class deleted file mode 100644 index 7e26b61f1aab9364ea3fb72d80c73eee90dd0694..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5658 zcmcIo>30*?75}}_GGkc=Nse6%gqq+I%QDC|!4TVV1GWKyZK&nY7}};|=^+mu&6t^y zS(?R7m$Y=>n{H{-g*4sCIS`lA)F=JcFFmKHU-Pfjy-zceh0&ORQ=K#KjoxzaeZRZD z`R9NC`VN4n@F#|GRZGvCW+AN>xZ&98oN4iN(adu_UF5b+qvWgBK0SMp=bXXudDGD~<4U@+RCP4dNNa|} zEko7Q$GO2R)#3SUmDJFt1sfb5WQeVoMMjXJ@4@Af5oQPvX@=$uGXy%5XQNQi5J3nL zhM+U2*$k7L7P=Nq62GAW7-uMU`oPGIoSD}M?J@Dft-(!8F_=8duxH$~3h9g7nYC2S zu+yqxm`+)7c6!ouCQG_b63S)n+)@x{*yZAyzPMOiQ*Op^EZVQ-Y#GfAEx9?KoA(Hu zQ7yH|$qE=A@2q1tYud{SA_WpGiWam+@CZJ{5L#6A5?9d15Xo~pXK4$LNwl8uL27M{ zopw!aw7P3BiXGV5011yW?5%Gg>yei6VTLWUyr3B*Un%F5EK*d#Pf;7PPx{DQy&6ABdjDZKRkgA|V3<>vy zS$?TR$&hlNezlwu&P6edk2X?beVU=!TU3r)V>%bx31k{@948s})%Uv5 zs!f)Y2pxkme&MQ&afY@EqHZOj&g#4h+4YBm%qM#INHJIguvfIyV(tw^F^SUx^D_*o z2f$p$RMl#{b7hP?ze1XOsKX^QQB30*AqgewRDHakG3E{PvT;n~dVcImjxUIsOUAQQ zt#oGG^5t9vGdM5EP>_1LGgAYCXJrp!5ce(f+?1W)gV6Q+(s@XWA?7%&^@kxc$==G7-cUL(Qm<=$n z!0?oxb>EZtYAmnfew0DCU~7a5G6F7f?*fLQ`;xENNL^n(fF}g?%M=2Ka&$eR%3l1B zh*;Jn3c=4X4A;lDdi*nbiHg5<_m?&6k?{gmsbf=9r>7LW#Bj2<$gQ~8eORm`F78=_ zp8tL}f*0{Jaj;58Ca>W0R0pg1d^L2o)?s%}xY-x+irD%k+RDXUPQi7`Se~xaqkO^Q zIdLB&>yo`|Aj9Ely5zLmR}E*5+ayN5oual*6}$*6?e?5m((~6qJzRZ4ZG@{d=fZ7WNCN+Ot$dZZq9 zv_X;HeLWmh0t-uD6A!}r(R!~JhSRl}`kRZO6|$H(Jq z!U^f4(Y+q*bFT-Dckyny_k+Ryd8&POOqHlwD)J0{Pp~yg@kiEfl$4Z4=(<$y+iO)K_LPq-u0bsLR;p%;eVP#bjzsc)ixaS;h=o7gaq0I>v;sYK#!Z0k;J zr}idxO{VrOqeH?#u)8g|?`?EZyNn(Qf~bTW)Qad9#lO&r|CE`u6DcC(F%fTZ^p+VX z=`?+``VE?Il4wXA#%<%ExJesH7PdeKZJ?R=Qi*<7iizNGpg+V0!fZfJbuVL(1X9|R zWgKC66$jds?!Yp}0vHIlgn~=`AsPtY#Hkfbw8_i(SO_b~4#+K`5Y64drAJ>yk(Mmu z;}ZIVEx|X58U3bL=|{Z)ZYMpv={Xn}zOnl6dl=kUeP=@+tFPU`%uGx0Ha_w9GN(^U zxP!ejEupq>o6K(G(|;!70sNNQ8H88yEE-7LG7ihgk?Le{8CjW1D6Aq?JI8A0g3Y^D z2`ay>W%UT736pw+{#yxr!nLZJ_izv@&DR>2P>w9DM<^$b3n2 zHL0LSvX)RBbI@Fs(m4WU*3F^6K_5>AZsJllB~+A62~w^h2}$8e>RM{EM^-3E!o^xS zV@Jq(E!rVOJ3-`y(M7sa-7DC83(lH()>3s%Gg3W&q-vTGGR+bsqIv*}9@PQjDeww+ zrEcL$eK}o3!&Qo54^ahItIjx4c4naW4y2jexb_yFzk?TN5=%Gn{0ijIZG7%jSKJ${%Wm-^9pFdIL{PtK#& z#!qeh%toIL#innEn6vSkji1}lY#gw0(1vPbOL;JEqt`~8jU6_2+PGk&VB;761BkDA A5&!@I diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage$Companion.class deleted file mode 100644 index f09abc36905a97351b46442e63604bcbf204d09e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1606 zcmb_cOHWfl6#nMk(ic@qRRrHkQBYwDz7{AED<;)a6CrF^n4yey=)H5z%#;{cUHL;? zxl}hME=rL)WEKge7!vNavJBPg{|jTDA#0^kB2e$7VVIblsx~7RDE*f2 z>V>0t`LmTjZUj{=OS{*8@cco(oNo!Ask(3gARwok3$ z#S4oUFt8@+->UdjqTS{!!{bhSBLOSZ)T|qUT#Xlop{mld)(SVI>1#48s-cBz z#Sx!<(b7(ZvO+`2DgrF-wGKnBqO~;TKv*kjtYlZBmZ{4pD&`&QBi9b#FiUlnh?5PU zb~K$RC!9{>arQ|LT>pynXWB57XwCJM$RJCnVGNSS?*eA~fYcY9>|o>*nLT1hml626 z51#77=ej<}aI5ci9LO_@;WSajF-(*6NX9XY?!_?DQ}#*7j4_-cS0A^@xj@!DZr~p@NIJL=u-PxPtL@FpDB4){(X}PI1*@z#?fe LXmQPA(qig2TBf|B diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentErrorMessage.class deleted file mode 100644 index b4cbcb7232bf13d792320d24bf21ae280d457982..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5899 zcmb_g`&Sg#9sk_fWp`K>Sy0{}BG@2cR*8*`XpJJ4C4d&JiLq%i?v609%#gXW_-M46 zv`OFZ=G8~qw5RRq@rO2T)FkKhQ1e@V=}GfT|CpYhe(ub$tnv^@eqirozVG+tpZ|OR z?*I*UOQde)SZx9LH9-f|s#mfuf1M-|wh>pJde z@Hq}4keW8;jdb3yC(|d-Pn%gUj)*}2W@s15mI=fTS+?bUUf@{Q$P$MM&$aBy{*l$G z`$A5b?!1*XeOdc=pAqO7aooxDwCSC94a=5k!?qpI@GOV>F~=J#TOo)EUaE)1$fC3MdN*vgvf4L63 z&m^%0RS8rgMb@UWtBx9hNSFE)$F>Bbs1>MLj+;aR_2tmeAh2gc#z>+DO$xJFAnHw7 zk_KLb!205Vrqd@)Z(LbVU|ZMj_+e14<%MjWzRb^W;&oZ;MiHiJ7Hu! z$GsfKUV-{qW5x`wpR~Lw?xbh1h6%i08VDhkQPZ1pazlol%bT)u#BpW{b1P(IiGl7x zJbii2Tmk%C34GC@%QP4;^7#qNGy9Y1!y^go!~UumJ}WR$D(L1Sc8OVtuXr4&VSWD` zy)k7-8YXA@6(w^|p$@>~IF!Ue^e5O3SZI4Tkdkpcp1@Is6?0ALhqxe%nE8Cc$kPk8 zrOGWD=V^L)tvbviY@E-Vs+t(CIjBfIu$UHUCozPKDyG9Mrj9qI3UO)W3;_k|F1mC_ z=Y*NR(8(6Zpm|m`K7l`d8aW!YjZ0~1x|Wf*uJ}DBZQ5BU$HtW&P-RS#|Dd`t-Tsl4 z5pt%?y4D=yU8dR0Na}d;#&2kKA)?=)hUaG|R5#1gbnNJ=ajjc|IKC*b)fdnV!eTIQ zs(vpp+_f3$O6yD*ma3mk;B*DX@g;!+8;G;c&P79-ZX8cCGBRTmr;m;e3<^B9k@8nc zh^crMPnY8xJ~Tu?pwu)z8WjWBs*+ibro|0`&S{bW{e8F*tJ3=Y{X@&Z|iu}_txABr>OmR|H|+ zb!9S}kxNwp4}}CI=2@eqY1-`M+ZPkuuawKYC~#yIUPT=q5C*InhqA1Q{$pZz_1d$} zcu*DGu=#L^;|1DxG2!ohC>#&wzGd1lCe@I5ErF}}nm~Dx7$fzQ$5oLUqv{4;R8#&- zs^zX614Xk1EqCXdU}JpSu(_1Y8~FlTW!d2P_{njB>JTZ-3CqYCo@cxpePIS4J+b4v*aD6zTHE90d!u5of+LBOPyFR9xMD~N`d&F71$E8 zj}_JLzM?lQT;I{rr|lI7wVfTu>T6;ttx4M(;Tq*ycK7XARF9?N$I^O=cRKINYjnay z8w8yLEY-r5WMipTZnkr6JYM67f zM*fV!VTkAOvh#jg#b@|EL@PNSWoJf>xe%=}L_4#B0LhGPo9;l~kkaHNo0xD4Zq__u zDH&479LJNK2Ihh%h2%J|@s-YYiwGK3)^YzP!#u{doNJAGsV}?Z8~nbzN}l<8B(xxFND;m8nG1{1hl(M=%{#7{GC#ZGA{sU=SzxP3bhpRT=U?chB!p z7QNZ?4`^?qEON7F0othI(96F&c*4I_TzGC-JVzBX4NBVzMC1B@u`Ld*%8vrYopg() zKY$U8QVwP0xQgU20I5cd;bbVvGc>LerLCtoq8Pu2Gg0*PM&H4g7w{Fu`aPU4!&0UN zk^e8BTj1z6WW(%gLyl>yjNOI{m?Vo|bFVN?k*!MZDejd8UI@L~9*Z?!dkb5dWA9-0 z7M{O@i++kTyBoXrgee~Jb&WvO__kIq3z{1`tuhh386AATzN z-oVc!Y9yK@;u5;VCI9BK#1)Ati8hHH673Q@B|0QJrNSNbVMhGlgA#irUiJ4`iJXKf aaY15IVoc&Si5n8H-;^ys+A(c2|^> z6Q>;VCsLJDjt)7H3gr~VF+VDm-jM)dz(I-+n%-%3_k2D5nEv~pKmP(Si8@0;H`GTTb`>{ZHKE3yT(nm!CjZQYQb7J9NTKp{|ok%FE-oyCz-b!Yr19FmJG%aU(wff z)zq!JI=8&StDcMiLpWzxhIgAGkQ!NxA%w7kAY_K1_r!1+?w4K(f-HmLa>vk3;|K0A z+(?a-R&CETtf%T8U-t;AI-~82ky7n6a=HJ5F?*Yi87|pQU0vbcvZEW8tLm0zdjgNE zmTj-xG)@v2Lf&yH2kwtCYo1*6C? z^i=Piu}>!Vnhtklj4?!tWo==qoG&nxU#azM3=?=KigCQlFyCc3MK?d1ZHLjn&#=%F zd%| z#qa=1l-M&2{d-Vnxu@53Pp9BZjr9PHJCeUJe*ptqCH_;x-%)W&wQ+`fI~xOvG$<)j zd}l+EB7xS17&{x0-5&#kI~xMa(l*-fX)rw!lkP+N2Hh#oaDiH1YEzWAUYRQd`Khh|2)&~Irs?1zqMXmksa-+V!Q zM{BIbL{zBsqmMWNq3|<(OC-_UMtmueNSylv7bDN{MkyUgT&8a=9ZXymG?ch5XgHA+ zR8HI!l%!K6y^YZ&p%HkFx3{2@;wIkH(xFX!tfj-7_(V&~o4BW?TLSlYka|W3OVDZc z@dIZ%z&6`pmxat3RNGRo5sl!}eUC2)_(0z_q@^tse@Dsp+rO9^t)p}~5FO|$* diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentMessage.class deleted file mode 100644 index 068365651fbbb14e7886e6e447af88537d32a57a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1523 zcmbtU&rcIU6#izrw53!nVwDOiNL5f_3f@GF*c99ZilGe`PTO|UEZyBPJ5wZ{8vYuu z>cx044cz>rjBl3;MC8!2*_}7<&FuGnzhA$9`~+<(G#}0*hU~=|w9wKF6WeWH zJD#v;L@9?#X7#Mt7|bHgF^06|`ywd1wo*b-TU2B_sEaknrL$ZQVCO%-kG&7uUu)5* zv}^T~-{VvTFr$*og*8vvoF^_$bUczKaShjrTOe+XX!s<);?_6Z`4TZEIMEaxWe6&Z z916r6c#cJ)>$J-ey^A4C>>_4i(!xCp_wj%zrYub3;VziM4D!23Dm+qntdLcBqA;s4 Sr|?wa8I~d?CRvswW$8c4SIi9n diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$$serializer.class deleted file mode 100644 index 3d236b9a4a7dd0436f530248a3bde2a402806f79..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5303 zcmcIo+gBUM8UM}dvWpP5Bmy;d;*yvWaWMjH6BjV812_l+aV_iy(>7hCiCDAR#XBo( zr*-4DNz;4Nd((US;-2=QsncUZecE!;bMnyF{y(MPXjei83EMf8qn+8E%lG}}yAS{V z@8A9b;0%7pa8Wl>E4H0a>3MFsB9*lro+{WmZl(%c2pUaIT5E=5TLqe*x6jID^V}&I zmhKw1HEvrjjdXMf?ijjhyviLFjNz@BtNNOrGIcATdU5G0&$=TsE4FJI){RtoX^B9} zAOeo1o2eJL#U0({xlD!B=*<4W8yOp6i0wqABFHfK_^4Eb8N#E6Ww>Jufn?X^C^R%g z5JH3@=q?+AVSb;WS4)--(NGp1XAsFcBIQ=r&KV^6N%_K^k$u84(sh~P*o^JuQ&+jW zdNNL3T`O#>J8iiR?KiSQMKeQ7c9~~a zd;%AAM=x-)3x;QtH7sdclNm`QPr#yRL2Cq0;3Ev7HQg+74Q&jO92Z%~Saofpb+V4U zw%3T1XM7WtT_aH(!IKS8@DxL5ZDZLfZxtV9IIzU?hDG>_S-0qry7KkZwI}5upMWwppRnfx`!)neY_E;G5i?TQUN;3 zknm2J;n#|kDk)2vH%n>bN)%)GL?b2QPck(7i%Riq(&RGTGNkKiWKRoEcU8qqKSDh zEgAMwiHi9L3J^~zDkz^e<+(diNjD5b$$BAwF9x!{$u1jaRq;ecNN2KZu}+9QUzQF@ zf}!h?7LInyI_l}#Vy_~o;_M;bu2aD z^T;xsspmMm;%Sv#`Gu-9i~~3rp`8B;Im_+^45JSvUpAL&SM=#eaRMhL^{aH?(Ja-( zR7lG2h&(})tTil#vD#v;9RGq@r21k<(Y$R)DppJBzfV^8eO|uqlli)@RNeRa)qUTi zRQDRFc$%&*#QdQ0Fcs}UCvOKMzQel_Ttkrx#S*l1PQ!Jo*7RJi68lY8T6P(ag0| z1>3&F+lxX@8?@P#Av$F8HEuGr?IcV)XXF%-4^O2hCMM??;^jrN+|_fstJ9=XSPRfa zOOXwe4H(!8jo&cjS3kYw1{m&c-X4l<-i|1T6z|aj5hWJiey4Fc9rHT5N~^5Y{`IDE zX!G`H_`V2>JL&Mlk*qju{iY!+NBYM!$GY%_Qd;t2)9V&gZp-S?5nyx*00hl zmS4-Nn3V0YI`&u2NN$?|iCWEj~te==R4*X3QPV*?asLL@Ym`ZgJN==~>T zm0{{*)E}1jo*iQvt)-hTjsBEY9HXA(j!^eH8vjBs3_qhb>J3ugL|<_kN@<(iuz~=w z1iE?>iT7}*H*uKSyEr=6b9@6G3WkHdZNcO3p_|$b^ed1=6}(NY43AO#8A<%L#H5`_ z5h0(6e2ZhC#JG!2Gf1m{PV-F)4aviJZCnOk+DKT~0v)u0Wj*vV^qdTg-P!ujE~0m~{<)j()}QX<{6b4`9dmMa11~DLkIsdb zP+Pc7W$U>34p9u?7u3?ZwlIqZQmcy7DlU?x;u%lvp>1{*KSh^aSoAm+2uw)JjsG#Ym*^k$NWC?34XvY0YP{lQV_zD|u7`sZb&OqZorHo&bJL;|hL^-%tgA|j-*V1@1jj!Vy)Z?3Jd<)-R1QYlUzPpH4f$s^tB`_$U3Hmn{t_XZz j;0FSW0w)Ac31kEglm_Dh0|IRVM+BY}cu8PE;D`SMZ;<^A diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent$Companion.class deleted file mode 100644 index f7d594e86f547725e59fc9be35526d85f97e334c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1648 zcmb_cOHWfl6#nMk(ic@qQAF{DR0R~K;A?@JV9{8u)j-3Bg&E3Nhu%A5?o5es#mXPz z%AJpmi3`)P^hX)bEk#IJs7W_-X1?>7bLO1+e*XIY1He7pVR#`FZyD3%qA9hrykR2A zL$fIZ9!hHo?V zwq(Pl;4>ueDy`go27hXLEr$Ulvq&JtkZ`Y+Wmu{9JDEj>td)@xfqEw+hRaja)s}IA z(r@`b-YtVaUHxN5PUc_i?)E9&#rt&QWYt7Xz9rp8B$T#XXl-0KHOp(p)!IQoRx5pa zpyGby3F?FW=e8dTD>}KtN|Fz5CuD>+CFe zCH5eb_I5uc6KOB+Kgs12XVQg4!7C+81G^uSREW2^z~UPw|7m0&_o;7G=HMO|%*I^6 z@TfmCm%UxBwlLAd5^EOwNs(25Pexi4oe4LiXm6gT1MqSSSyKova6;YHRK}|$35NiTsz{2 zd780A+<5r3BL<`Xa5_!KlR$D{<{Q#qXv0vVHMa*MgDjnfF-VBtb(rrtq`u-r2cw@! z?NM}eBLbfexu<&W3tgLIxY4sZ4&)i-aEe03In0vuNX9vg9po^&2lj%H8mDoFOnuxW z;{s{(xQ6Q#$|E^T+FOKsn8R(7WwIP6pR?=mD>zrd`3f%JB1ueCa0!#^U=~GOUPsyz T+2V@DfJM?`(Bi7al*ROKSwGIk diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationContent.class deleted file mode 100644 index 2fcb98e6e590103c6229b33669d811ef572408f8..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5907 zcmb_g`EwK39sj(QEUjhP7Qz^0W1AqmiArbEe3?cdaC`+2)-S;n$q7&B=1``&)v_r9M0{ol|3 z0iX|m5jbR6nJLGa$QTo*?aEBfDVmvrGj8TH1yf4yW)9jjR?)Ew{66aJQ)r`Rv0&MT zYdLnmW4qjmLI@Bk+Xx< z%yqy#XO!|TohRL5Dd#%HA)`2D7I!J1tSz&%C)ypmJ(sr_IPGKRq>(?TW1Z4pk5R#= z1!5DX>qT02T%f6=bD=qWoFP9%1)6yvSfneQEwC{V^kPPuMa#%ruX$m>pw2PK1A(b_ zSjD_R*W;k4hltBFk$ryBtO9J*|8MSlyyckz})8oEB z1pd{rT%;FzV&P7Im|^PxQ10+1DpJb!-zz z&lMKSo^htkj8B=NoHN`*hKl7&Q9LiOx?oJ1{`LvWo%CYeVC58er_#v*l_ArebjAk^ zdpvK-^q}KRm8Pqdh6;ntJ2-l2+N^?px&ps!-~}4=8~OZ*<(j+V*nt;f*p8iz5io9d zR0_Iy9j#yzASpt9Nwy9aV|~())LtbGt51Ky~vSgRCg4(wS3v+SJ8)ylc|amyIZDT)fGu8{Bl*?wMcmyH)XD9 zO*2SkX2h#=2g*BM@olcG*N0~cBdQzb7#SOoR@pQvz%f8Iz{i#)3KsR1o~Wkp@Pm0% z4G98=JDx<&%CZpzoa%}vajFg{@Nyg*eObT3vMT8mMv+r;r%PnGc@ch#8_b|3QJ# zW$F=?JQ!i;Fi{H=lLGZ@(sOYs@H`uP^`KkQ>~WmORE#8<^qZ@nFI)ClzBFOk2QTK# zX*I3N7deyK0xj-j(YY{WNy#ibWSRN#GK#+p!^5a@e^5tb$p#RZ1JZjNLAlznWOB2CpU!=}-rc#V#l zEeZ1n>?I~fH4lC(hRgW2Ky8_r!0>W~X_+R2^eV2Y+4^zICrB)0EZG5v3m+oIX5YyIZ-tYdkn3iaWX?mD%J*JlG ziyq^$&RZtbo*v>_?a!U^(8BtIH}y65ueER3qVNLo37LwVm5MG)(I%Z?Y2n!W+!Xs^>u||-t%8~5)m>VQ*nM*sU>^3zw#GrrHjk7FV`gzw zjZwUQ94T^BL&kJ)EOx-0E}9&kO?H`7K;w87Y2sPi zHjDjvLrRkaVQj=H6?5hxO9_H_CrZMdg(h{4QrC~ZCf)G+FZ3*9Caz*&AiG<+@-+3&; zh~pL#_!z5j8!d!?&;53v1lFRBD-sJtQIHZq!+YGV*T`8(>OIvT0`L@JB}E?z)bO2X ztGV(nBFXlluI`?@SnsobpI<@{wPhJVz7c#vVz`DIU!@ODs(he}lR6sOW2E-T8PI(SdcJQhBK5s7j zyt(Z2=D_EbhOOfNT4c~mV#-8Y$x`{htu0Ld>&kV5UMMKARRzNxZ1H)kU0Y>>(A6XI3jJcW`ibYhvA`qDJ`a?$(=S za?M238G48CHIMD;fH40ag)F}*ou>I#hTPuO{a4h4Z+8C^+6~l%Zg$^?Hl#T8@OKYK zyiLW0>(<$ISTWO}w5>xps{aQ~QD}``6e#YbTQ>c69K|upp^O|=adViNl)_6G4n#Q- z_%zks6Y9Eyum2sV!|3h_6aJ5ziN|4qmoWWU7-xLgtk+_Otbz+1J zRX*nkE8RZ~{Mj20w_bT44XxqZu8PRBB8qsjPILf_^3dz9$=rxD8HjV#{G;s^L4-}q4$KgLf^LrDA-KRb<$5^WMcm%NwZ z7ZOQ{sDv)zddrf;j6_aigG5^58HpyTj&w`(NNkcA@X(HW&%F{`C4T9_uSlGcI4faD Zj7hvC@s`9@iC^K*luf73yZQUd{{dIwDzpFq diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$$serializer.class deleted file mode 100644 index a8a0a4e5c470abbb860dbd932a81b1cf4aa0429e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6336 zcmcIo`(G5-760DZ$ILE^E^DBIk)opErHdHR05L_txC&@pv{l@!W$v`OFgk+$i>G<_LtMPjvl(*Bg+`VWQT_dd=!_q@;j_`e_C z0q`{LFq~4g$s~EYrx*`k2`-wvBNsrx~iF znZ}5_skzzamZs|3OWcyd7~UG5QfJkqt{M}`6XR1nRl&VdRxyh>=-t!iR2V_#w}Gd z?4)WKrc)55og6it(Y&q`opON&ZYii?Xmoj;oSMxoi#ugF7M<5Jwv0^-wV6qtnf3sj zR4p~fNiP_lXsMt{%aTkBAQMDb47I3>;xT-JAvCM%d9I+IA)4iO#?odSlVCmR!>{E% zcG6Y8!P2ST7`EW?2qbJ}*i~6sR`OfMCmA-3^9ju$`tlhkZ;`kr{KT~;`c@yBOE?G2 z+>B{!4lfEjhHcnhg(mD^II=$WBV#8+-35!VG^e@#LbK~Fo)g}J;abaj>DL3_)#t$4 z93@?O0xePOLMsD#ze--om%TFD8DiYXmPz)&!%3Ft*o{3^=s=Re4@8NOqIemOt{1x* zs)$oXZ_8lalZZj?I+WJ+BSFr(Fcs{-w}E;1WgPhb+f(tb!k(V0!a?*rfVPwf?PEx| zH%#*v^AtQOO6r#iVdGp3hww}l1>#RJZ1Of0{MnGsMYv^1`AK9=4NtX}`ApA4#&8$| z0@vW92mJw)Vz%Lwhb9?E7?jj#daQqRU}zn}Uj-cGijN`{!LvBVu)DI|4wm$}5R&Nf zlu=Avk}=G%&1JEOQ0lnOi)n@!ml*!~!!g{)5BX5jTP7YaIVzW!Hxf&@=&sBO~r5?pA(GzJW*0vjZPcWhIzp_qH#StbTPwcM6N62IZE$ZQf|JdM)5qx z1sL+)AGf5+Wa^pR8mzjn+}ab`TG`twmfthWE@{2E5n-?k35scrsMa)PitgRG2#zn@ zM^N(I93^}{dGuO-N``h<*T3+Q%Ik6rrj}21Q>QkGs_#Vc2EI#Wk(D=6Sp{!XS)^vOrI=S&0o^&_2)>UWh@(HGaxUYBd<8!yI9!AV z1y?9*@l-Q8$Y(5`5!E{xgY3CChJ#~N3^&=A3}=$tL{qkjVz5rto$x+Q_N1BDvrSY# zHjVS9ye*bB0^^7TDWvmRt~1oHL_sHq#S$S3A59Go4vjL@6gQ1H``u{GHmEJ4t;t{i_i!l8%W3 z(+ChsptU`bxQWdji3V!t&^X$@djZW7dV(GG!QD5}M(qMRB?zDrZcr=SUJQ58f`1o~ zG!ZBQ@(vmT|rV*$NHQ=~q!fPRK6I8h(z2rOVIfSzz|D0sO$L=(X|9ACspy}W==hp>or zk6arHxoe?0d{(R}-rBhyr8Xqf+Eu*0^$Omk;|utLgzjK%@O`4vS)w2H5`A0g+fH9M zeWwG5t}gv&751x3x7Q-z>e4&3>`%keE4T3c+1lVdGXE@4l9g}^yUx~z>cjPNy~5@( zagDGCaFf~$ z3;hd|q=hQg30APiqLgX0ACt6RuBSrIvQR`J=NjZ-&>^91+i6ayCrPML+@oAOgC59o zKs7Ki<7x*^P%osgGkhENaC=}57t`&osO_8ha=P7Rt2-9JT`d)~!=v3bgPk6tg~FZ} z%PEidlWDv{Cj_xa38B#FXj^;7B6i)tSC)0Z9IC7L(IQ7kg^PM0CB6SDB!apRU-O{$ z5MAOL;kNc0_(o+q3p^%{yXGqF-{rA_ZS8>WrF*!ZiB85{d-?6)y#V?$xG#>QS7 R^)|NHc-%(LhGFB{{{SYXY8(In diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage$Companion.class deleted file mode 100644 index abe56917e7b4b4f18840d910bf849b0635734260..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1648 zcmb_c%}-N75dZCarC(GjRS~~Ms)7nz@auq@V8K`|)j-3AgIUU2m%g`a-fju;#K}Lz zlSlPp;=wc={iBTY+9D(#)TEc4-I@8#&g{(oe*FCQ9l%4}XLu(!wdDS9(sxvI*Y`O^Os4Lw;NA2p$OCt5eg}mT`g7 zyZk`kErUN_`|U;`^Dll629)l?Bf4?2YN96JmTof=N?R_pHm;kRMfzP8pGvgbnqye%?2To;aWCuTJ9}9#?e`9(=w>=WW+3bF!Z1=*TGra(ri}WU z%$jNvFSX;m&#kt#Q=zO7eOX0-#ltVfkgI4dqjDgul|((+HPen7@`;M$p6Mgk|G;66 zW-Jjm9zN}e!Kgo+PLuH@kQ}=473t5kVJOj>>nV{zmQJG>CXL?(%=H1OFF4u3*e5c3 z6dm1&!1p8YR3ARy^*M&yeXrv{o>2~`DO8-p3`vh_|!6jTKiHQoXU~&V@qKK;-NLwOX ST(cOmNLmbAT(_9AnEnOdYtB0W diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToAgentTerminationMessage.class deleted file mode 100644 index 0054a7159703ccb1c7abcc1ddf6df56f8a5451ef..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7855 zcmd5=`*#%89sk^Y&1AEX*@QqIAS*`63l~zK1XPGY7L%Bg6d$zJVKXE{c4y+;*#KH8 z_MxqhK5R=x+uGVzY)f0K5vykE}gMh zTWMycf;9q-*$E>%8Jse#J9^$ALV>O22J&6dyVPVIhZ3lR7ROp71;Xt-SI`hg1nUIq zmu^U)7VB#e!Uh2)>l;j9|7w{&fo8NY`&Kf9!3GxCR)zUee-_JsHw_mSkimaES;CeZ)D4k}?QrzAUM)v#z-7>IC+xBPx;2(FB-IdmvM^O4lb6|T!N$>(Q$_{y!)5d( zJ1^0oPtWB>OxNg5U?+OxxEs6bV%RP4dbyxqWFD-Ly;##3=^kK8<=OEU17;T5;c zg1*ETTfzMa>_uN3{n&T?JrFsQdk6*luH`f5k_@Nd!8itZSIjXaC2|2lGRKT3 z3wn;=(O7QvqSqcHEp^A}XPRr4{nDlc4q}AM{wNh%+nwN+p}gD&gaYf2I|P8X5hHiB zP51i3$GI;QcxUxek6+48q^04Qdd_^xYn{@Dm9@vHuS@rF(w8JfKd(?V3u@ou4P%DP zI_4C`nM_lUMy&2Ht$2Of`tqWAU^+j-OvrXf0;AtON=U3p9AI4If7RIfI*G zE|x2it~~7p;lw5TYxsICzKX{MTI7UX$c_0H2o4LXy}(^7JG0}l1autX6S4vamj`P8 zvvmIf^4r>qUNjs9gcCJ0G%~tpsIOmObd^d<`5Ba&#xYTYqcADhD*Mp~Lx3wXukIS- zl!_+>ZuEV~9Xhw)B|;jPJbHX()?Ee$r6c%@sVGZ%f-Z(Axjzq!ons5!xx90hWRY^~ zD0ouf?kZ-ly4$m@tbqdpc0^JNpk!nh+^GW1cPyjevOz;}7Wc8iVJUFiG7PGQvA`$o z6@sOThMxz#pYPLe8Tm_JY71QLRry6d`Sk}~(7i2m`8QS}(kd|a&~T~-&)}N^Yv==E zKD!FsLA`wC;H&D+1fIpW;>7aX1gOgUOXeKT6~;}g|3uc9;@FW7QkDHKWkz?xv5ya$ zQc|thXBw0wizEd7_Du0hX>oF|DiEb*woz0263 zq{B5JA+Y-zMySp}!4D|m?#fav^KMComrom?DJ+U8;0ml;WOM~TCPx($;=+rGYkYkE zB#u|`Q-PWiGlKv1#_bXT38ZK6bN>E+m2X@sTeD|f1oywYE9^b$uq)HXl#cNAJ3j1 zj)$5;-f#AFJfy9S^Mh7`M@S9RsyaVS(6rW@YE0t2rv2(X4`!!E)Vb%?rrFb}_MXso zu`{%_eec%#m=(8Av52Z_HGA(?HKL6ZZEd|udzdmz zqv9S_3wF?2!h5?W*t_;Xjn>F#?7#Y4_&}|;-ajRnZSc?WW?fnn(aoOjQArq2te!Hl zym4>{k&6QjS~HQi^r%{^$7JLFt7pP=*d`W|#)8H-_y^PYW^FT#Q#~>5MtagAF>MPC zZlY%!J#XGGNZyco%fY07G|kw=EfKX&(+)Ni6`fyBYW1`{Z>NB|L0dQXcC3TFN%s%C zSA^sMz62V=NPNE2CYY7AQ8e>A?`?kP-MI9F_0~zM$gOmz_^un69A~Iy*V2PX*hWgKdW@ z2$0BFmf`f}bSVw`n2C?r1t)9lGg$_0uWh@MIZzd5~KfSj%gbImBJ@R z&l-Bx^F`#6HM%`4TZ?;ibRW2AO`|#8hS3S{5QXEN1hjP3CoZAB^CB8MyDp%qv-<)z zc5b_X)Zd6I1pZ%-C`mAjI6k6#(>bieRg!KN@6x+Yl9agMMr@%ck9-Mv#BznaHI^of z_h{S@CNWqQvPJPX)0V5qaJd)r0a>Di2bAceK+$%*62_7xj3xO7oLH9o zYgxS2P@we?b3URkz*~1?BtkG#85jdT_ISK8fFF-j9s*}@n=cw8Fp6-Zww74kUh)Gg z#(t=0PRxOKet);zN&s+$L?z$! z;l%(neO{n4g!{ZeWry^6fyxozhnMg&xk<&3&=Ba?p4wo}@&PAdN;V+&IXNccxG=H7=|3c!I_!S-a#$kjr z_;m)q$>2@=mY(=s2EWH!han`+;qAldl-MHi2Z>sVKT0%9x{JalNgqQ{BvgqPz4ezQ zUY2-T;ueXm673QllJ|B=bW3cLxK$!8G3*f^^8WWq+%EAaZ#*q=T;hbpNr|T<9+5aN SaYo|LxI{9mB=bG=yYqhpG3gMjkwxaWo^d zv}tJ5gf!jPG;O-23u(GTi*Y$^-Sk_(_gCaU)P1jJBnu${;kY_Sb4Pc1*XLcX{{7#- z{vE&}++vu~^!S2h<>Fe7n~ojNSOp%>TUl^No)B2QU8K=2jG@KND z^+khES)<}$%H7-1Ve^8n8Tu7okii(b2! zEi zAt-245rE3zcjk4QVRmCRsJ1id(o{AjXSmYYz`)$hSXrI?Fd<%eVR&Oj8t$5A*qyWr zx%dU{%oQ}smactJsgVV7(1_=TnXItCJ^Q=s#D#+I># zp*1tlGYcMpQ(8gGa{>#)lbvqBuS9p$D`9;gt9bWc%2#@25X0&5BLux~VO2$VR+AbD|Sx1^1&v&>9<-ABJ49lGx zjJ6M~d4mJ@w=W^*Npz~%gDwWjll2l;Lu1S6VF+cau%mhD#!6UD65;JUI9~F=Rab|Btn@$|BaDX~sbe zQI^v(87h$-Iqr01=5?d0xY-?GN6x~j6VmwQ7vif09{ zV+0*9(+l-v9A{9-8q*>hGi>dwKJ0Z0AtaG%#tBR^?5!Vs;}tZPstj?Z&LKzSPcg*G z25>tPZO-5o4PSpW4I3np22u=H*~3$*u9l~f7ABgax=<=!MMpQ{N!@m2P)+sx=!u>% zv-}dnBj%Ar2%o@=V0Mn7r@l$gm^!xu$+CgYRT%XB8(=H^o>p2K-T zhSCx5OjPOV`Q4qVDDuFjuiWdEyf|i=cBwR4g_KrUpjO3YJ14>+^AHKp3j=C38uWAb z!?BF#@9GX+jbzM|d+rWV85bB@2*l+7N*^&uNUm?#`!N*_X>DGhthSyMYTM-#Ws8w@ z7`h&6<4Ct?d>^kbT@^tYFEq?Kl{Vcq%eoXYsLfRplj*6^$*~EB{svZPNPse45lc;Q zaFO9qqxih1$W>vl9Ai{1H(|3%ZP^tHpL;hjj69Hh8A5dfc0ZmH)IUcGk7VdBL!H0) ztqKiVL_7EehQsyETv7j&QKS~I=CZR6BpF|%zW3yj^u+1u(W%7A$@KZundDUBRB}SW zs|?4hTi(td}EV{y(j)HGeT`AYHalTmK8F8H>=*ixdlHuSKU5nc7%ce8WZ4xBgPRZJ!&R!&& zc6;6`8rgQbJG9U7_M$D8bt2=45*9G{5;rKl*Rr6KNwGwXg2xi$;}cXiBIQjf?r2%f z(P&Z1FZt;DD~Sga4=}I=n!lurUw!nJ?Ps{LdUa4;y{byvB=@WMR4E);f2Vn|9Cin> zOR4Ns{&h{-wt96yiTa~bpVY^WG%3=1ZwLK~FYG_w8V+m^MU`kUDk;7`xi3g7Qdl{@ zDcrQ3b`J!@Dviy@+rl9lTj=*D8aLAz7VD=Y;RuaUI;D^Z+x^Ox@YeU<3APH!2R8an zzpv^}-}stT!F4^5F=67}4H80C;vwfWyVr)j?zN%$F5azo{S#68-(lYZwJSSL7pcL? z^921-Ve3@pN7t{NRJF$Fwkz_0mC=l8jhX@4F(n=ho0Gc9CyV(xUhrl*YH3xjn|Bdy zNjq9*A*C&P$C}c5&eYtyTqt4EKNw?%X4{-{qMEjfg$zHc3x?`?JP?9CUeotT9qy+j z5+I|=G{!_$q4(bqID<5XY1}R@o;7m{?WI2+X!f_XV>gXtcLchZ(flWRVfY}v9d-krNL&A{1H|F1a8{PC=L7xOcRKoA+ zDUx3ZZ=(~}OHA5{6cO^6h_?v(ON_fnn*rMW2U>5DXi6yKJ|m#CN(V_6c8wHOY32Q% z=%6b_%75557+^y|HYE4-u3(r1Qf}j;LrpPd1ypa|#4|Ca*SCU%4@1G$fdA@XfF}I0 zCjY<+PBN_G<1u*!X9Dzgc1Ugw1Zc-~IFG%FMcTN6SqX#wR{y)i_v{*dN|J#D26oYR zz<2oi+JElhaeeKd55Z>btvh&brq#cUPyeIDOp|a2duCb#v0zMQ%gFwbSok2Ga|o^> z1C@L)>YERuhWAgynjgt_S`SSay;x zlYzgXkm~i_z@>DrzsK`ix>wM2fhI(TC$fv=ogRG`jEmI*herwBm+6F%@fdLtpj5ki zdRMXM7Cy5M-)gEZbk&L>)CzP}Lc(Vu5!L;8(W5#?A;(Hu#;QJIy z0sLSVz65@lz*`CY2tTF~KS|)H_}MI&O?-Yni#8j-u<=V912zTO-*pKYooOjAx=H< zLpX5+E=U|u)FVF%F`J~chyx&n!_L?<^Nq(lJJIfm; zk~}n`-K zcp!9>KiSxl4VQw?ki4z5a(5a0>6z6WMv%-RffPf+y;PQAt@@v8T4cyt87UE{H!@0&3Em>QStoo^3N~=b^a#q_He6Syh{g9R!!98TheVrLTSr|*2eWJw7hOy zy&VJ;wKm+}Rowj*GD_hPL%LF5URkP_A26&B_m0JVM=jKNXhTA^6 z?P#AhW@FZ1s10=xQ@BhA>>Ck=%ujk@IQk1M^+;&0<%mSeL|zPqs%eN|RnTkSAeM>+ z!=b9uvfd6iWHhj3mQ_;=*N)3S`LwN_3T1`(&ME>d?L9Y!Tt#acl>=d|B$CQ5n|9QY z4^^D^_yD>38xHd{afx^g;M0n@j=IHZHyO_b>5vh7!qK--rydv>U@HS^OSg zegH^)!jUe&b3jA}SWsp1-DNqeN@8YcE?81EYg zNyv@kI6+mZ$UBQ_O&f*+toUh;l dCfC6%ikMnQ+7ch*qQ!_s(qh!&lEt*e%nvCF;%NW? diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultMultipleToAgentMessage.class deleted file mode 100644 index 63ee964ad0bdff03ee8e26671c870e06a02b55c3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7865 zcmb_giGLK;9sj<~CcD`zVObzRVuZjVxo|_gsst!tkcCY^5>TWq4x1qvvO5!ZW&@$t zqP19i*vndvwzjlVYiX;foYh9`Y3;4O@4us;e)@egv%9m&F4UNOKG~Uh@ArQ9`QG^N zg;xQr!@mXk6fHh#7{hU8Sk)~vo-(p(JYx*0>3BvpO|Hg!^>Hn0=o#)08b*4TYUa{b zAOE$nv^r>Pln479*Z_n;#XD~Eges4rnRG4D3nYczwSzSrT6S|bi)KX>u za|9NqM%2`(dwi#oRWd381y*^*b5!oC!8U@cn6^D(%ta)Gddw3Dq#S;Om@iP(DmMdI z7=j-S0@3Me4WkZ=YvIEZ8hEOX!vVy~^wM*(tU_oo! zbPfeVgmBG38S*eiR}k1YZLw#je7b&FG&||1jLev!(+k#kKf0-ulrc6TV0sNz$zNy6 zP({VPa%HNs>HV|Jzx2ysh`!Y>5SD6;4XFneW*>pKTW6Wpbf=o?=?M>r8)MY-(StEQiErkU_;Bl`zxmfyCYs47Zs^~*$)r=(#V>CBbCIxwvS8{N0 zVoWUqzRv?+Q1&zlHY@4$fM%&{!?*!AhHyP@np=bS2;Aspv|_Xs@wp%p%`H*ZN11a* z6qB+KsdkP`l+-o{Jb(>hR?_t$ycZi~`rOF+l(kEwfZ&N5^`4xPrrs8M*~yD@7j1I6 zQo%Z*97wB@6(y_oN>o?O_XXTxB(P29`|T_>hBYE z*#`)mo%INF%G{B-sb)1LtsS*%VqDcz#t^G_e6!4;CYkA#D{6LaviyM|)l6lzF}kZ6 zAFxr~T3E3QaD#i$E~wkaGXt{vrl`kxvDAo`9&!$8N7XD%Q@<|{om7ra(2;gwK$f$? zFqWZ3#v+>twn?%=|KF?!aHqh0TQb%0mEN=}n<#;8tuqnJn|oYem1X-b?5o3GyicIc z?IENP0erwInR}FUj+QJfnXcu-xEo3x_Tzv+M|tt`da~_As*0r!6FH0U5?8dmA?cw{8UsFNnwiso7k44;ZQ|Vg**H=Jr zSzi=TTgw=3YF(*-y3h%hn88lQ*_=$)eM)weQ6ih%y)*1z%l8ejm?OH3kO0Q$ONsu0 z!HxZ!d)Y)scSg3)g>W377icMO3(tW7zCiC%QYnt= zF-F$3Iv7ha%pR?ET@@i*{HExwME5h!7NMB3knZ?SuQE`kRImKS?dw_Q#unFB)#yKUuQ zzE}SaY4RQ*zaa3Yx6dqTvuCY8FTpysc`w;?NP25^$+msgJIlMfo}T`Dcs_*h;st8u zG^@D-K;0B_l?U*iIrax>+E5@_@Vas~&G(-b ziR3e-ZDEqUfQuoV$M>Z}+U6@9zM(ZjJUV%-Kjd5Nv;QZLg?y3vko{QZtOl#N z6ttHlP_UMtbq<6Cv$y4X5rGZn4_*=eO*=2aKzsj zjQXR#u9~juODAgl!9XOq>4sp05VeE|MT3O&FBXKYCv3=p<##oA>g=7cdv4CQ+DKGl z-TM0Rs%>*4^NX16l@*Z%+?_nu9Sr&$^4;}(^Dsa#v2A{2A;B8DgONox`o&vcf2@kA zmq>Q_F8JQ)km38vNE6?$>aK}2^GW12k*oQ#l+R^+wrmyT&KF$1Yk@=Z&P$K^xgyor z=nvLM=I&bL<)F9~iOjq7Y|Tn(8(wdJ6cdicRCN*8{ z&t(p%*+CgMatb$6N_vmN8JOShVr(kj!WC}`fjJyyQ=@&#n0suAdu&e`X2JCd05yPIP0=?Tv{wtUi9~x`w|?*!n!p_dhV$YWNKC8I^ay z)7E(P%X5F^z7MaKz&FY{y0G^HdrwxlNy18ebBT+Wd#J*n_@#13hIUg&G<*)x&gcUE zwx7kK_Kug)*xvavnqT0y4}a!wlq|~f8NoAHh?8jK`(L=e%t3*xv6Np#=CUl`yo}c3 zuiTyEb0u@+6LQ)o0m)6AJ9Io$x4(qO=lSB$m8t+~N?KtDz@_C?)I2Q53Rf&IqUNcH zPL@IBXfjr!$$3~=;B3WI&O{j`rQBRo;KqB{=BC`?@*MD1l1i7l*~+K1RD;)27vbC6 z(RmgfQbq@>V~mD^F&YZSXecp8TZydG4HKzFCsq@wBz_%9SM%B2?7!~`1f_YB&DHK} zb6h2PEjZ@(nwgOs)o{y^|QSP+13uI&|)I`I}v za1;8_Pd=oQ1Jc8{0+A)yft@ZZ2dP{?H(O6*cYjA`Rr?v-aUSpYqodQm+TVR1ya<_u zDtR~$ts2FUbVB2VP1dn|D-O9~*osl4ZSh-?flgX~Ck=VxcG8zwz~H-7#l5b1TWV^W z?t2>bO*N;HJA;XH_^_P|m zKINaE3M_>LPS6vcV7_uh-9SZ4*i{$t)LwBGUwIKcR#|JRX+d8eII^rYx_CEy~giL#PYg{ zAL2(;(U13`DuJIQ@Y4i-hBx@c&l7kPzt{(1;+Oc|g)@ diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$$serializer.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$$serializer.class deleted file mode 100644 index 692e97ec0fd057603f69fd336952695e8b8b6ff1..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5853 zcmcIo`+F2;6@I_j%SkvFVuPm3q&3@*5CZyzoP$x@q9b8o6WKdlqcqSGT-cXIp=)myyrIm z{_kJ^4&V@OF`Uu#vZ zH?5mFgHKt*;@E_@v#rhHwyqiaC2q@L3~!E~*A}&;p_#el$=UNf;|`9`Tdtv-OUcq! z&DAY4shcjhP0dI?%S~=;F3+aRq=v>fP{zT-gACDXv19}p`aZa5GQteuA>Gv7!wiA; zj_C*#G^hwcWeB=+y2CKDk@8pSm~PTgQX^+rYOkYQZf2}3*^4YmFWes7NPz}BrWtmR zTXrsap1ZTQrkhSuGfm4aTGmNUTJB`QFi2RrCIi8vK37pbwEzb!i3{SS#0M?pK(}GBj1dE^Jyxq3Fc zFZ+%!pI9Ej4-_0 zzM)9_z_+e*;QqQL)I5oH6?@RZK(Vn_xT>pY8C?t!Ze}ZN{Pd&QnB>@teU0cwlA#`n zvLGcxGfZr#&KVj>U8PveaN&WHjB+o?bZoF3a@HfP;J|~O&KE+))Bk@TD_vOl*fWhd zhyjXjS|&qDu`S2lw#=MvRHQSfEwex=sJ-Ky56|SdcIhI8lp!1vsG~&k(5Ne4^J5Hg zPd{n?Qh`!3rD5Y@F(sXi;0Q(&ZCIppZ7EMHFV(+Fp6suMHv?$3!DeV3J{PZO0oeW3iZBh%40!IU;|G zAyHC*SA%G?1~1?6^+&s5od8ltioptf_*bfV%hN~;6-_aWJz^;K>#h-t$|lp5K`Gcb zzklPDndM6ij~IGV5qttOLdLTUU9~OooH=h=7tEtNH?m_(8NMLuI2oU$vZp=e)j^+9 z@jPA-WGI4NYfn|E$A`$8nmteDkSFb|aK6k#gj(O} zsGzA+G2YK>WW2bp{`3?fV~&c0^#MV~d4?u(8A4mRTInahscnz@F%>0mbrhl)x)y?} z%kdK>jgfX3Iv#4{P^T!ZAFnN41wk1v)s1lFHo#NMniMjqkXBNY>8at#kuiqeI$Eep zfZ}Tbiw$sbf#FcSXmC$Dt$=LFqbV;6?}=| zcx72#^3Vq`s$wBpzd_&qzpUale1$4+yI`iW3cgB}x0cP8V{%Ikc4vhzejVQsN54rO zL&l463cgLbtCTNC`GUCSP71j)8iLNKUn5Rs|XnX?K; zww3yl)>+R zU6Hn}T<%li!MM~T^{^uiiuB%F;h++T29GyKL)#;9B_57TN}xyX3Db%cRgQ0pHf*Qe zec`A|W8?9bXoSWl`n`$9%``^E`sr9SMq`{#DI~)7pt2>p^}V;l%|i0Njr~rrui`sF z{RXUz*_`a3VjA@O^4caj!9t@kub(2pP^0VCbXWFW1l^fZ0M4QsCmYJW> z7W`ukX+39ZUY8h2ne98jqq<6ijF%cZ; zm^d(x0I>u*y5jLW*w!82PR|?IHQBXy8Ep~*Wgt83EF<0?SLg@}HBNf0vxH%NO+#jNeV4@+|w~Uhv zEBJUqUdD4FdOI^9H-|#B<2u~Ou3~{UF5{ep{$O+P9pZatmHvv7fdmG2(SKjy@b%UI z+{5Gg>OUWX&FZzgcz&iicpIPoN0FH(;V$;fG=~!5gv@Ru`zK-%fOyU#yowA|vb~Ih zGIC@{8M=%!GKOWc6IMyn70aw@Ik=^5m2gn8qnbd`Y644PvYLQJ3)zI!UAEZ!H~>!T zm6#JYlLe@R&0;W+r$YicPtcrzT9D8pE>MZIpii=rPz)w4&(hR@1dCwVNwyph{SEd+ zci;w=(%r!>-)`w{LDK`85E;J69+G$Z^gS>xR0Hx_l6c_I7x`kJ2%ju~$T&5WIRjc4~*;yxw z&JOh6g*0;;pTCJ$@8Y$Y_>~)Ybp>+hHeNr`8UI?~7QWRP|4wmOLGC7Yd5&H3L6ua~ zL!J=A4RKWxQlcvPH&N#MY5+HBUcx*03yr|L^#3yb{x1E$;owbtkK_CJL6O1_&moY) zk5agn!jJJ28u8N+zyWu# XsW=&P(CZ-KV26X94h#o*2XFrmWs$r7 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$Companion.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage$Companion.class deleted file mode 100644 index 90aafd039acd17f8a508381a2f91edee5d8d1f86..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1683 zcmcIkOHWfl6#nMk(ic@rRYdVkRZw9Hz80tnR!pj;CKfSH&73)p@64GwXTERWzkCI73pW@Z3&mT;G`VO>?JRGY zNb=CE%YcW{TC(y*y{RIjL-H>h6Fic(9k{yE%|I@jg&4Nfi!7E+_)=(PbP9|izacgS z4}@;=hieCRel(t-GZCtlL%WKBf z+Ce~3PX_r^#hqu6Q3?kb(v@0$d7)NbWOzEr`xW;bG@ru=3K`^akm1Z9`;o$7hS|w} zozKFqmtp4LvN4S8 z0G6Z^>%s|Ygcol5^rO6ZVetY6)*|~W6>BBhtwEaFw7xC8TSbW07Urq4RAe%>b z9quv3bj%bC4+c1bDO{xVd&Ywy^OI5-4*x<#UE-N(IUPbX-5rt zPsMqU_K_>U;V?_nmWW3HKJAF#s8gJ@iFhVR4qg0=^heq-lxWTMjL0BM+6acp;&%bF zeL(6H4s|g4f!rQtM>iwzb`Lz&htG9m_TfrDYCn)?RKpQU71uCL(jytyFt%I6XwTSB zLT((zF$(o@m4XZ8&Epa-Q!0<-G&1t%*wh0`Q)rh>DW dSOv2v;@m3ImRK0)Eru+T7Q+@7EG8|cegIu++vflP diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultSingleToAgentMessage.class deleted file mode 100644 index 931c3764c32a0a9df6cfa3aeaa6e7ffb6fb8b254..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7419 zcmb_g`+rmA9e&<4P0}=!5NM${pb%zgi-GEN+9HEmB+wQlwTd|Lkes%MCg;?glX96; zyiDirZiwjI+}x&aW1FIsi_=xy#W{Ds{5AXRv*$hMBu&~BTz*s!#^Dg^ur!Dz2n+aA4z~eB1gc{4qaQ1R@S;h&W|rCk&k)v88m; zMOjnE#BqVwO3k*&F1S!BDymVsMj%K#T_+HdyhqdOh{8A)A`n|tN^=dgQ1ou>7h*C| zg4vCb1zUO^9c{p;q>ei1be7?mQ()`I&VMmG7i<-sYu(7)DmDgiy+Cv(Pigw3F|NiP z0wZrHn3iOw6$1 zVwTizjdGB}2>Amnx*7(0l0>S1T~AF3RDID)XO`Q~M;UYgUOO?htk%A*;l07AV6S zlNF}4Ah>`64M%e{VKk{`Mxsswa7Z=)0_PVwDLAF^Slm=|nv&5@*mX3n>M0}5vK{Z0 zdDbK=eR4<5b@x|3kXFr9PMcu3nDL~I>h|J}U9=nAgLV<#J(*3)ik+esmqk-!S|;rr z(oU#38m8`G0lHr~ah#5PC-%!)mJDGH*2+w9mjJsXS=B!_>werVu-ukRb)2p*qsrb% zV0UaGVwL7S*Xd=cKY)8{aSsj()Vh6#6vB_sITdqQ$>eFr@`~x&J%mGepceN-5$LEa zUO`W`ok&%&)KMZ&2{gK*6%0uyEed#afdc*?Je20Eg1=K6Dn_I>Mp>CnIy0ls$XgS6 zDt*g5I=98B=zA>nj+;u~61Z_51XuM%ffr*H47W(7a2}3|O=p?)>>85G%NjGFJ2xan^KH8Q~~I`2*bcP`W;%KO1+5hXq034F1JCHP5!y$kf~ z`H=hZrD8si{vE=X@puqV<0~|Pl1lOB8>REjsV>pf1pANJ#_|%w(CA6An%MW(yB5f5 z#mFdX!;f#$c?*fS{4#pG)AP@96=no^LHJe>&*0n44GXo<)j6~6^sFqfrv;jw@QTZ# zH8hq}m2^@WQLW&g}3iTDM4rv}gC#V{TS;W23; z4_;zF`u#8-7g#sbHo6UPzmh$iR@gr)BZcn!hos5dcws}}qtd>utZ`nnj=K!&>~_5D zqeHT^`jvgQ&z4?}-LEBG`j7ES5I@4J)XHnDj}8EJQw(9-S4Q%B%6a41>CQG&y+6gz zA`m#sOj}|%neu+YikqPg1^SCVSIMS@j&5Eeg@kQem?U4v8$tXM=lE7p7DGMrB(;)+ z(=+!1b6fXqOhferFOp9*><;bx%>C#*I14$N}iImA^x>2zMTdv_%J_7A)M zyR1N2x?EbZ6heBklU2O9c;uguf7GxT=l(HGu9)FH=`BL!rcdq;dRBSt-}K3#CtMel zgWL&JaT%Cd)^J&CFT)bV{w%>}4%?@^fh$i1R!yH=yS~e_S={Pbw|>XUh%fAE@@%f+ z=;c^_|P#TL4f+MK)At1xpLS0rzMJ2+^ykUaNfu{QFFc_ z+{AfvmoMDHk!XG4R!&xPT*GngEWY<@mp89-2VUB*>FQuUdsxj4Ne`BHKqIAOh85nyxOO+A zv+)+6CCdmb;Z-U%KA=pv#~R&Z!xfkbC3IcQ^=1^)RN0*clSV$5Qg>>Shwu)=uuR@4 zCY;v`lP?DzzF9IQ@xPI!{8`Tb$N=zhtl=1u@0N4+`0hAsuSwqDi0dPs@!%~RhpYqV zxt4gA5}vPM-1!q%Dn}V+%^i{2i&)kfS4L4j7R=8DK%R^?1G=)qsPyTn7vl7qrOZsE!c!aM(M?5tbz!!sZ$bnH^*B|%~ zR`}srYI}jCPP|3c-;90?kPoS3zx3ogfN&!QvDal~gv#~uW9%G;20J>d+NUsl3HN!? z(dpgf?Ye}+0@FxK9xh?58Z#m1gup4AtYh&QG&js*ID&Co{1`IGlGfizL!Q`2`ZCIO z&ZR0Ia?RW3^EE&G66%_L=U`3Y*hM^S$2!Bjv3-*p>s7YURS*$7=u0`c(RPxyqTp?K z#5F*h?R`=$ZMOGG#kb)k9)&mDBwJCJlQlNKRMR;;HHEJ_4kB}lB;&&=s_kp|x(nRm z0(+^pa!BA5?f(s|a3Qx*z0&=zdmGOj5EpRjO*~iq4({L6UL}(4JpbLx_&IP9ZzkK{ z#E{glC`wmLWM2G(drj1nbej*Ty=OQ+!A$%#Z&Y&pC%=2}p{?Ur2{*;{1!B2q;u0=X zF>fD4RRX_C;GG2C#jiPHI)V3a+)gZOnyh?1DQA1y8gGQ>lW+DiSp}gqGj0lf8H1t zo&fGhCwjsOs#K7TLK?8Z6XppR*ns4Zl;;|B>uoaJ8Xqo2!Ez7<)$w5zRKh7kg7IPH z=(})ve7F@f*r#)q;OP5Op%PTXFXC$9LZw!y1&vapc=SVw5(#=+%)hYmLe2g8DfKN? zce*mx{mNjNJ6-_{=l-!WCW~TY;AqfWv{)Ew9g~Q(D`+zJQ+eML>Z6X*a%Y(B%X}u8 z+f{un+|YZ!cyFkk%4C~%kyQk^c`_mlaa(Jdw^CuPq(u_#nqi*E&y@FjeunHmg~KK_ zLcv#uXyEq|ec}hit@v`$S-ko)DnHSM;Tq9+D#RQj;ubJZl5hgxe*-N1NXh^o67~Lo z(KEmwO>ADm$1|&!fojc9G9i2f*JcjmU+~JWc#UCB}Kl~HG z4g6W)wq={!p4Tv~hI9jE);wRDO|LE;vniD#)V%HP*uLjBdB5y=&XQDZhr64apyas$ zmo$Wcv1RR8renDcb8&r3)(9OCD88hCgKP%{QZu$|2eSeLQ#XVAECt zpHyB_LVp#C0>>IM)UaeZPPr~HGIhDq)u|fzw%Z_Dq2l=sb4v#6zGb`0v|QH%snpdZ?X31-|JVn8`HAMQwBM9nJ)qJ}Zc)l{LA*)**Nb&ND zz?qoP+}dfH_ja09ZLk_OPO4C&l-CYg?Lgq_5fYAm5^WQ`UW*iX{|E*ze4;>Us(b{Y z%?S5h%ZU|>ZN$J=f#0rCE9UR$jRyveBT@7DRqHTGk^R^aXaNDn-Rocz|NUF)K!@dg!&2tpTjjIty*9Hu&h zKaDr(XU6QJU-G3D$oVj~N{*$NrB|kUQYnNL_n&F{5f5`dg6D7vQ(3%)%L3=S`PWS| z^JXXG(s)~7W-3wHouXKwS$ptF|fY zT}u^MIc0;|7iukm6CGce73=XXtv-G<1q;x=9wBlL@8jn~NZXgPDtL}r(<|^gV&E@jqeSvem20e^V#dY$iUjLbVb-rgTjZKU4X#9dlMk0 zBgLjyziYX5M=G`zZ@b+p_QY)5a(W;K2$y$TvKRfQUq&KdOxxT0V$QlTR@n_`xd-?( zi$yHaDpmIA2!Xcg2D}cWjkX)s24&ufchjW(3@drgAHQP2_qcPO^TIjL8#I(3B#^=({zDy-E31eVxB6B96GLqwo>A`%) zNR1~)#q|Dd=H8@niZ>(IQpRbndr!DI!_8T)qg==Crk6&Hp^zy1`LnN*WJ?yAVI#Mc zH;xgb7kWH|o;Uju(7cg*_P5l8*8Q5mjh8JWy>lZ?Op9g%POJN~Tt*+FQ7mog z$yHBS>3GCtu7)u6t{#5{P9GR~L(cDQb2yn;YP*5mlx0rD%I28YZA5HwLsh%sT0vWL zNS0WTSpO@wEAO|P>(XD=@xYc{@oJW{VsYH!IR=i!d{_E#&6QnO`eA336q2oaZNDb( z*qWI!=Xn9g5UUkc5|zBbN|mJUDXwF>ZgL+mq*7c@avj$_g?DZ46IeTNmn9CTYkqfl zYjUL-F?i)EvVRZJzu;Fh0udhZn~M-I%pH=&LOlVuFOb-0SC_0Sv9#YusyQC9ay;3p9(E z4@R14RGh=>B-6X|m_))D*L@*o_zq33eXCzDm2euxcfcN7WG0 z#mOfQ{0vSUAskGR3Z?RqA4TzIBv}$sVVBC6?&(jj-_qY(^!Go1{srJ3wi&jB!4GV^ z$wgCIp3CdDBYDeiNRzju>k`U0twY1Htrq?M)V9rS>9$S!+VC%wyE3V~-Fhx8!?vPe z42gYlD7Y!CCg0lImvt`+l_9cbScbRGpe`-%#1TeBM+i}dkoU}R8J?6b*q0oG?n=iH zrtyPx7;Y~umkw;tG^`iAj|-2S=Edr%7+tc?Be!-j-saZH;9|*kntWe+dyX(HmkZ0X zy}&b@@@IONqG_^&=rQ6ru4R)yd#AtiveRnd<-i~r9o~5 zSgy}0ce*-wv5UuX6|*{KFvoDEXLD2}ifatz36ri&MPNKPXKJ%nxO46gL@mC$u|0lvJu;BhratkwGg|s!um6`Avq}q{)A_sazbl@qP>`e8BMC zgb|H<$A5Bi;wN%7Mxn8UKZ(7&R z!2hqc)rN{^tTVZ8W6tVG;4U$~R;Ol3JzIz3H)=hV>gPZlpFoch{3*k9-=(tjL_>Ij znw8QzRB6U2{=)nP4D5jL7lwbz(pQ5lJm?(F=*q03D~ZmLu4roaKtSh6JNZ$a?HsKt zS$03BDJMTiLYk6LAIB4+c`X@AD%nUjeDX_#98(&r%(t+3uKxaLQsPHzouZuTcGf$7 zXQk6n#W2K9XCn2Vkv%!a-G^+Nf0r(5UrIKOEO1rfuogNaa z8cj=hZQs_l?Y89^Em@%9>>6}okWn;B;|0r-PS6J>9rdc+cIxt>;p?62-Q0QO9_|vK zA)l(mtWPg}sf5s=rl);Or$wJc+QTcy(0=m;QKU8A1rZCbOk;`=HMsB$8YuwQUm>xZ zOeQb?f%))jyjx1E$p!kZrbEda!A|HcLSJHuu$Q<~O{=fLkFnaptzSulf)cI1BS2%w z>Uz&=Igoh^m7dhwv}^e2)b*=@AHdWrD7(k__;-Bf2jEAzMe986DJOxdPU3k9MpV@D;wUfw|bg{Teiv{(T_tBJ3jK NV#>t>7n?2~{tKMb+Ij#0 diff --git a/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage.class b/tools/llm-bot/ai/koog/agents/core/model/message/EnvironmentToolResultToAgentMessage.class deleted file mode 100644 index af788382d2eb6d95530cd6af87f2a531182f38a3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1515 zcmb_c-A@xi5dZD=dc7VM%cp#)AXPzyEBGd2LK-v|X;Dgu2~XE{(;U6tk=rd2pBnxY zAB?Z+i}ArU<;_3JI9EVEBqk+XvO7DoGryUgo0(s~fBXcnjHe8%j%(F|plUf);VWsC zgHTxYpdvi0E~F%>wd(J=Vc^&4elrNX4IvvIomL`){E^YX__*HAYv?IzY zff&P5mk!Ru#u@Tm0-QvcrzqWBPh5;N!SMQukVV(8{tK97FsedrG<>_lFgP>2cAAKy z3dv@PVR|hHtJaQCrOO}9yWC3VcGdJM32iTS`A5!PL$M5Wj$m5;|}f;#iWfX+}j3|m_}wBro?@T2NDk@W+ZwfQWC=wvl5Ra9%GT9bb>Ts F{sG}wy!!wE diff --git a/tools/llm-bot/ai/koog/agents/core/prompt/Prompts.class b/tools/llm-bot/ai/koog/agents/core/prompt/Prompts.class deleted file mode 100644 index 44325f65eee729b5a0a63b79e11b0cbd83c99b7f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7050 zcmeHM`Fk718Gcu`C0SMyMaY$vj1CnSyuD2`1O%Lle%NYXZ4OKW>$X;)}h zPE2V@N?Tf5N@)v$mR__JT6%D_frOT((34Vn-xs~_>mQ(fXLn_<9p|9W!*9*=cr-IR z^Ue3Y-#L?KUp)R4fGhBC3705Ze9|z+~pMrfb$#2~`biN5ZIqKZI%oBve}ynkgZcJ~R0(63#KzJV_3* zolF9<<^aHeH5pk=<=&EuT|M+Z0pXlC~KvTUtJz)=bMC+YAp| zB~2gSvUWtmp_f9lvvKQuvYj(5dGWFY!*Rj(cGb+5w4!B{wp8}cXJK{PD2>PWtJY{q z(R4Ge=(=GkmS(WuZ&>~1e4dc_I|YJUgIFTr!b!u*YkGYDR3WZW@RF|N<0)N8WolXK zXQ_nc*$Fi}>Fys?N=iZHLJ5~OIKX%`w;(iOoP%W{M6g^!jV(_QDnnP7HB(SZlR4vn9`AEIb2Svec_ExH45M?mQI-#A`Mf-;%DQnt&Ki1_sw@!! zeOxwl*);M~qH9g4@|cm&8wczWndk`OLJ75HT`5fu=F2pZaMw_3Fq0bS58^T|nn;AP*4fi2VM%f%nMxc+Lx>yN^32jNA@I&*fD!mNtyZa&ZBR z_JBQSV`jQoi50d>oc%}VNbgZ6@Ac}~{o1AE^TV2@65}oC450&85Mzc+zq3F>;v~h+ zC`WkwSXs|H(V@rfwUX9VNJbdLw@C<&GGfr#a}riJRJ3}kjUq~KN4M~X9tnE}^D1L! zvrI3Z(sHV-$a&g`Y>e4PZifMRpg+A^9_mhak0kpua?ik!oY~PWU!5B1?w5r(HOr=2 zWWXT@^5``ExlmBd^+D{Aa9w6X(XQ$*Q1=%v3jSK{&zLQ~URD^#C%No3}yHOyFH2Q>?{Sq4I`N?V0NC1N(c`?O= zF(d-QH5iuA9MfV-Y+c0%*13r>wvgx2Q>B!IhM0)o3$55!PP9AjEqVzFEi*ag?1Cw? z!y+;?7OU_hVX1RkWg@0ck?HwlPa`%-Mo-BwqvrhN%EaJtFc)$LPP0tqm$Vzyl%7d% zACeG1DUh6w3z4De4QH<|k)g$=_O6mj1El@Z{E8)YLS<%TsCM|7b_`lGMY5SvOQxM| zX+)!p)G0liFVpnrrW;L{X`7`A0Y-Hi+Qsw4s|4o_l}=k2W4K(z(Q*3t1j8Op)04bU z<;wdbkT6MC*2{%awWQ|4C^$~4OX#7?^(8a%?txuH^6;*{zU0tu`Px)whuoF!PI9Wd zOC+*kCd-mccb=xpjFAY_YO}1_(lLQjg5p_7&>lv~k-($`R)nIEuOj`}tY9&dy#-=+ za3HEetFuYaW<|_udf7?k^RTD4=MCog1DZ8qBX3TdmRgVts%f&YqG}E>33cmsD9|jS zH%k;tax$HkxrPOUrsOFdWiHs-lyz0jF#<74(2KGh$m-Y_i%Ob7ewqZQg-@Qsjptfz zj4m8=y*z7FDKN#-OcVh92h+f7Hj8LBAK1z z?Ny?Z4CD2IHOqO6U%pBuiq$=uO`S7e z=l%+l!!~b0e1payBAh&IsYR~&CattH%X={&AVkUygz*qUwd{R|1yRLl#RVg$SPJ#z zD@;|fWcG(O|ds3(pcf5{E zBl0{JaYsV#a~}c7+{_ktS*1jsc_`?$xTQ_r*Tt*8NY}JGvCS1IJ3AZqtmw7&?ep#+ zk;ZhWb#-g=hRq$Vp$)Aqs}s$Mj*Ts|-9)H$)5guK+r)JHtdKT5p~nA3Ql7YZbt?~P zPK4Svh#t=jCE7%1w}S`(;F3 zAj)fl9zDWZT8!Pv+F@;6r=tpMh|Q-v^X4<>fJOA4>|~!(bV-C$IwL_>USZ&2+6*~1 z(xZtpmn~#4ycoDAjV!=_{Wim}Og`Qeool&?R{CGH?OIXcj~?LBK1$;+~&wi zw(BCR*fw=kS8c3`RzHdJcR!8`I{Z<8N1&s&YGW`Oh+K3OtD}LVSi^q9Q8c;zb)ISV zE7Otq?0oZabOA?kwY$Zkk+K&=dijHBZPb4h14og;tT=mcE}zwEu@aqVCd+LUViOkO zN+PlyORy957~qN#zQFCpGK^w5#<{12^KgI{*c)*nZpKBpm9JX2k;d)(yOWQ%cX2Er z8Uo*^un)UPA;?#(QCy4b2;WM)4!b#5Lwbj?hqQ%Wj<`^Y-YYmKpgw{XcqPFXy(nHq zVE@d%k39Z`zvonOkx-tuUCIMr?P@}3B*^bYM-xqbRa=`Y&{s#RJ8C)tRU7@$nn+ea zRU=@liKuq}IPwBfqcVHFJ3Hmz?5;g%&qi+G52Ar+^+^!-&@%k|7{XRuz}LPQE+r6a z(1OeO-m;!h$I-*lATB3Nn<)5ZWcg)`>nHf9bA`dNfO9J;U4X0c8basCDyrv3!dXMw zstu=*b=-zi09KrVvxwK)a5~T_HgtUNbU<4r-q+X{R{w$v*FaO`CK_ww2^X%zOgBcJvfC4O`?TGDiLEP!69!iCY;n4HnT?>4TsP4ZnyK7%p3u;MV>}Z)llRt> z&$JPae8oQDYj*pr-9Bfx&$C_N%vPS6;F)bavz=#d;F%leoGIi44dGkl(9!A&8w;TB zN%$CazWo@!D?)&XW`AQV0^$91<`-zGf9KeTU*jKissATo@jn|cZxY5o3HUB5;Cr;; z?=x?t@Pib7n8J_nWB%eNDf|>aV<~&K0=XUKsSHEl2n4EL+ZUty0M_v=<-pVmW7f1VkV+ zTxfu1m=3R+dL@}NohoTDigp-LhHh8PSF@s5^<7RE8Ll*Q^@N=@p`=9cqUb=UjCLpt zfdR1&L6y;hGYl>JdZor0)CSjl_M_-VPb(z6!=Sx}nM@Qi&Wg)@3_<6iVKXH1Z<+!` zO@we5Te?F~8YyWKtuQW9xD9jPD%0iIz+f}v@8SJ6Xy|9?Iw8alSs0fXq6II08=m__ z%l#;>U_i!Y3^Gj4x)IcBHrJeoT-)=LRV(nKE;bEEGi;55tm$qxYr6S(mr^`}A%=@5 zHglB+Bj)qIkH^hj_>!4M#X;I>!Ggl?Fv<4a-jK7VFY=Y{A z3XLKDs*0g<(F+wW@}kas1lcGqh`g0RWgZqew#v5|`d*Hg#O-5Or{4x==5$htCh@A~ za*8hDE4eD<0b!OItwchSqAUz6T|%V!y>#8)v4Fa&_z>rvB2O?&T5F+@JPFp1! zJQS*EXfziXz9uE&B%b&M=YB(+;SiUfBJmw!fvh^5{{y4v2g?N!=*nQi%u^{W#;|>mkK4`d`I|WQ8a@gdDlGi9imy92Rm|M4rA_%3&F|H^FSI;LavuHqP5vwXtTS+lFjo s-JOSQgl+WLxZo})ZQQVtwJ~kunvEG7vo=0;E2x8veMbLoSLxmV0M#-4NdN!< diff --git a/tools/llm-bot/ai/koog/agents/core/utils/None.class b/tools/llm-bot/ai/koog/agents/core/utils/None.class deleted file mode 100644 index 6cf163f9fae0de8d87ea830ae01861223d9d1268..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1799 zcmaJ=TT|Oc6#jN4+p;hq%$>A>B&0FWAVY6yA!!JZ#u-C8amH=J(_&O3EK5{cGwD@{uImrm#l&t7r95iL(H2Yw{OR!s)sng|W1=Z%wJ&o3ps}EBj5Q`16KX%or zNZQsM!_%YvX_Jre_TOSAH#C!5T_n>akM>Raam#3n9umfjeRJe!f8NOJd0ym2b}MV} z;~&$yp;`LfeyeMY7t`~Gl^fGXSh4%giznLMtkpx-UeX!q7U_LTzdvB5l=s)iPgW>{ zDl(=UDJw%423_!LRl3sYDoysRWgh>W&a1}f87{tMiQDgoK%kjZ@#-*iwV&cu^%NPh zZI{`GWH@)f9w6a*4U6SL;f<(%z2Vvg&f^K2Yo`QiGcCsv>mNIWcxu zq^LF4#BOq)Je&JV5sIcm&-PRivl6tznseJ#iAR%|>i@dI9PzCadmN*Rej4v4ozf)x zNsg%}O46Wv+8DAf(Wyu$LIUY&c8Kg#(l~CZb8H>LGU>Ut2TaPTK+B<9#m zg>^u(Gj_NmRzHcQ1tu>Q`ysSA)_jh^hxy?{jQx2g!)QkaGs$q1d|pmO(!q*93_C%@t8nV*o-4`%)X{{boOVCD$? zE4>ZF3OVTD86)mvs2z~>L7}*e_o&b+d1VxWlYq5EkNZl}l1)aDpHO-wt_Jiz2Y+~o_n*PmpTSbxvJ-AiYJ%f-oceQoL2`?3i?kVY8_-IaFX4j{ zar6;Md|bjOxV8Zn;ZuCJf&K_x5f&mWMo2|SN65u`cZBN^`Xb~bT#RrzHjc;NbMg1a Ee@MnN} zUOp)XWlML~v|^dk?-?6!mqcJ}e082QWrHu39y?#T@gC5(q&;T1I+iI|PSG$E+dHMi zX4%Y(Lh;14+H5*CeiRtS>_WSu9_D;@il9xdE~Ms;5N6iZV>p$u?5)JM?&NIEAgG#Y zT8`$yUa_2&a@f78G7@N^n9UadP}pll1_>Y zXU6u|vq_Q_PPS5_cW>iF7;oX7D7w)ThJ=&Une<9_b$(@WiHLbX2?b?RQJlg^2r^Db zp`uH8IMa%~O=o0`6NwCS$0|_wN85mH!-ps)aW;YpOi|wLOk5@=!U!QrIgA)1nLydi7u+<8ZkuyQVrf(37c8r& zYvvJ2J5PEHU5%@xW-j9rLp104a*uEnvw}S-TxN)PU~3TNP0L==@{fr8hk+$NGF&)J z%RP8|-MmBBkVu9MYc<-7Hr?W3A+t3`1Dk+tAe01YW;={xTbl3|d|I!dEVy(0>&Dd&X z_iR||m%^3Zu%wEQ5~N9lM!zeU6d$c6Z|>?T$^OdjL{O>hs%(hONJ(iSr1+~p1pSIn z_1`$FM&e4$ACs;}la<|Jzrxh$OiVo%?-0U^mEGE2$Mx!W%3m*8W%tI6+PUAPpGrDi<1mBYY(YiaVZ(wuN7<3x*bykae?z*^+%CaFz#1^s!U>q zj6+RQMGaTKWm0!f^;<~}2bAiQnIxGlr?JluJ3?Ue$6%lEgArUMsF?wjtIvVJK^C znVM4;UXEoQEnlEZsJ1tFyKFi}Nl%+Q1~Ee*s$5!da_q=k;rbfG|+A zS!?63`<8B(49C$ovgKU9sBx}y|4BL)0l`%$G^3}U%C}Cdgdi`Cfr%G5_6toUd`jP- zEA-(rnnyhabf6RB?+3jPB>CLcjnSH39GZ8b7k%)%PQRv69EGXLSo|f1e3vJlWB3W8 zzhblk=^2jyfzbU)5{~_ba}r))n#4bofe#PqOGo$>`dL_Yyj`ofgQ&eBok@$)2Pu;7Kw^Q7tYs_I^;wk9eo2*wSlr7#7ry1XcNQ}c)td5 zv<`6;%@8jf1o2`W;x{#jEya9_zGh^p=a_o}dEyyDUX2^YjKKE_!_2qT3bnHd>S=s< zNHsq=2$l$ltl+7DFSXx|qK+>+ z$|TlrMX~bJM2FVj{JIgfy47!WvcIWhJKHRkAOyZx-oDp3kbUWg(scZ%%>&g+>Z^@z zl!V$i9}!&`W&MMG&(|hVv5}#_78z<&ndry_z2{+_;otI?62=7bjp|K->ER5rqa^`v zR3;BqGwnQ9iEPV6G7YgOFfq8V*G;$&^DL0($Z1E;I&znK?F2X?9LYPvjD+Pf0)=MC zk_nuzCi~iErE_KbCcSmLt@dOZCRN?1X-}YXw60XO1TIMJIV`*Z7M{bx%dqeUxd{}P zwb99{!1_XC6ms?dsKQYQ>We!9-~WF<%Qr@*a;%B!t6A(~RwP1sX{3XC1s8E?0y)eJ z%rA_-Sp{>rTt)#`1jbw(fu)gAj;ASbqS}hssmir10U8xo;G{PFsH?V8`&^l}z?FsJ zHeDQ62~-?XO6SZqEQLSD76<2@amd`iog~1UPu*e;aGFKv#YPiN<{zF<1sZk=KF;F2TBukS+-PEc2Nj$GQc|lP6e3c zhpAl@159V%=>YuR4e%b$P;K2e{)$o<$NQQ3ti_DQfKr&j2bLXp-eMM?@%|5Xkq_{B O=4={k^oWN6*8c{NSMDGH diff --git a/tools/llm-bot/ai/koog/agents/core/utils/RWLock$withWriteLock$1.class b/tools/llm-bot/ai/koog/agents/core/utils/RWLock$withWriteLock$1.class deleted file mode 100644 index 121a91d12435fd10e0351ef07b6c22ba773fd526..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1830 zcmbtUTW=dh6#m9e?8bFz5}@>!5}KtXZtG1#xz$NZNt3c*E^4Cmp$}-hnK%=#XRDoA zgLvvs0*Qje1LBz$9NWvRnnns!6kRmRyc zPBRtePA4{e@UWf6z2IBz4j*RPsX|(*LI~Vn+r8aBk^>ng(saYGI!7vYt&Mgsb%{3K zNJ<+<+3;x454CYBGcpM`Q^Va{I-Q!R|2Sz0(D{G5QpJQoxg9JE%#KD-9IXg6$3=2a zb@J{P%E^7{B*PE~0#n0;n>|N4DYHUNzXX)DXW$nmFD!o}Fxg31AA!q(JJhzQlP}RX z`Rc8Gbs+P^1$sc$zQCF1ipafKU|#B`uY7Y@`KGUYv#5M?7>Gb+O&jet1hy92)`5-l|~| zR|O`#AA!}eUPj^+I32_(fvG$~*`jfd*;#D{X;1Cs_OUYi0@oHtQMoj_B@ndJtQ#IF z*U6+dHk8Jsu9yrPewinU>?Df7TzHvU>bxekDw(pxTOBu0^;Nq`bkc%K2(_q=5X*jd zrToMr7*|GT?j%yGxK*I@6UJ`U5|cC1%<4Oj)4xT`{Xf*~DhLuly^K#xmKHnf4Xk^$SORM|X{M zc}D)ygPgBYUqxo1t>*FFe>%Z7y?FYy%w%8jL3>WE9vP#u%|u$Oh`qC0CQeeTjelbf zQ{tkwljd2hwzYSE;n?Wjh(j#1Pm@f={}oiZ0;fEkhHozEv>%OPpKT>A@xO>mq?_c{ zNqs3!H?BX$eB;J1Soo2mz&)<>!y^QEn-Y}@Q=;Im;T>MxB45H~%wQ2q)b=K~NWGIe zZ?f5F{Djrncb`1PD!F;l_#N;4jN3m@Vd&)CQ2CjYIkXtJz&151qz%&h{HyF5u9KO> zr(A24ycgg+BCZo20LSr^@fmkYjQ4ZW19DR|S+m@zKSC+OnFz1o>?4#TOc&n_W+_=z pEKYI7tA+HM#q0cV&JtqhEiPb8St! diff --git a/tools/llm-bot/ai/koog/agents/core/utils/RWLock.class b/tools/llm-bot/ai/koog/agents/core/utils/RWLock.class deleted file mode 100644 index ac281b8071806348a5949c7dacebd6cc1926205e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7021 zcmeHLYj9N69sixXkGp%b3CRkQ1&j+>$eYbuvk6g50z^WfB!Ea2Hpxv`*zD4MB=J#8 zwWap`(ps#xj&*9=@dG+ie6$ex)_(DW)0x&zYp0(&I-O}d&UESwO@HUyyN^5|+Rshq z-t#}_{LlY&{;#{g`Oh1d0qnrD0>Nl3d^(w&3P-2RL?#^`Po~UpHWQ1d!v~KHCC5+e z5CY|=qBGHOJersa?;ks5j%Rc@1l&EbL@d)Q;Ha%T?1Kw#15W4yx1LUB;<3b>q?RPH zgqaSfA4rUc_hmEY++Lpc3Y4lzXu_O~X5$%wj@o+%hnDi`t{b``t!^Jm;4@&LRKS=` z#WJQMOBq%@xCZ53Xs8gVNSV`c%(U`o|8hI}P=i{@zD}Ud^6cUui6t^AS|~Q24iDx*87~b2H&2;yCwVKzf3PT>|wtlswdL<*32wGx4;JJtQR6D5S2r zT;yFR<8?0=eKl=YOohu*fe&|MuYo}f36$6dIK-T+V_3j5I6N}CbGUDSxi-g6ZZc;c zz^A;}kArm9Y(nbd!zkLNB@b~amY7MNrbldB;g(i(wIjHv1pPQlud>J$Otbrwn`R}| z>4(SgX{qUb0yh=xFe;r`<_{gmnez)9gYmdI6^)ND&zJ*qK*po-crcR; z*2p-WHfw@o<|M0Lu*TB6CMXj~FrSb;7+(?`BQi**?5H;ljA4=~X3TQ!V9wOnaYV++ zrjV>CDo+j3_Q$iW?RFIm#b$VK$=QUNQea~!7K(0T6*+zPnVINBG!rEaZF^H}=X^FHK!5yu+_2x)tTR||Tkx~DNrIQSAtCl>-$!P5) z*ddu3Z5;$V+ZtP%jrsvYVBZyMA@6D zI$Ga&3EM2B`iSuwnj=1S;OC@sg!JW~i_ca*_wu>K*t><#Q9geU@IYt%t5`QIB2GuA zt0~|NkYB?^bOlP9E}|z;;v}orahC%}1HPYNYruDbc*K@WdgjqPEP<|h^baXw0pkc9 zo$h)P-R(Sa5xW)e9ELgi1ONsKbN zrBqTLDHaVzu{?{!s!?L;JdhVl3CL?XK>_6@TleBwO*F4$mlw^Gp9MTu5O7{;y6`5( zj`}AqVd@IMnSX_Ui0$;Fb)s60+gV`b{0;G*_<-XF;%{=)4rvc+=Qy6z9+#u&5l6%| zjweJ+jn~A292uP7Bi1Vj)GUy?Plu+XUq^;p>QCo~4;IjY(xqEEoZRFaXkQ>!0YOKv zO9m`MD~BQoF7W4z0+L0(2!&j>6zwY_lFDKt#9FfyYZ2vz z=TyG`3vNdb%f~crn?fC*dSp4yVLP7Y`Y#d2Wi;b0mYH{0X#RzAX5w{XGyA}5w2B6_ zF?w1>H@~@iuwLvyrMQncF>DY?wDai@DUMlmiSt~49TD*+JJrkBDBi{<@q1K>KXU#a zKa~H9UPj&y@o(aMgj*S18#EW%`E+O=jwR^Qno+KeBBC8ew{{d8wNu!nWl*KfasD87 zXpff;i`~UXwboerc`LbDBR7SoP~!Ruv2Sh(4?!QAJD(>SnF8pdM_tp%dt` zp=TI`*6ua_OrRjG4LdD}JeqM5F;ck5@~j}S4qh9QJghaz!-9IS(Sm6E2Am>>1219N zf`pHDS8J57)P}aB%*M;27N_|*@namZAa?8V#YCqQA+r zZiQz-5>G+&vo6FLc5Zs$R$4Pi2`)2*BnavBq8hd4=G|Ls9(qNsTGM&UFCd9C>||QC zllTlF=`m5-wU(LrIo`QN56ra|k8Aub#ajCjKeZ*~);e+AruP)Hf`$$GrfVbT-{(`R z@$zH`X1yyIFm^NKptxiTaWk8tS*sbEjd%mzS21TdLtZvRgeNXyPBlZbsu_B~LV7Ub zk~~EIu?Q6VJL9|opU125xkCPUzTe5l3+A=IeKDE`{DO%gN^esMh)^!={0!UdbTXMw zC(kj2RT3cuJBg5AE_FP`sA|?B*3d49V4Arg*7U|!)K*PH#(7X)WcT}Kx zsA0bqRQMCt+Eo6)&j#!4#|$bL&Qr+^%!TZp_*W?%K#ha^!S3t4si!&9Xs#bnod16x zul#+CXK1ARnWrA1r+n@h9D_JJh|dq=Q9Q;GUl_y}aqbvI8ehWW$54^R`ZT_rhARzs t8f(%hPh&u>+>}OT8ed7{WEx*h<4hWXG_q-YO{K>&^7tm7Zz)>e{x2;!0Sy2E diff --git a/tools/llm-bot/ai/koog/agents/core/utils/ResultUtilsKt.class b/tools/llm-bot/ai/koog/agents/core/utils/ResultUtilsKt.class deleted file mode 100644 index b7a695128c9490c64cb39f9af39a4b8bd850c0df..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1760 zcma)7+fy4=82_EkWs@Z#X?Gfpk->w+69oED{@1CLoT()5)?8OEzbj-Lu%o zjQ@qNzUZUl6Z&8?_~zf_sNa$cp`@deIeX6c`>yA^oc#IsZ@&Zh6x$37+|rwl)6jXt z6w=cT$2E0dTDGUxOwYIFSHbzYRKXb1NBo5AHWv;3Mg7P$2n{hzy1poJX&hRjQR2cd zZJXC^li}fFrRhl968h0eOMmGLLt2jT^o`!BP+Y3KX|c$#y;gg46<_}^V{6O1wc`3{ zlXokQ+t80pS$DZb5pW?K$-B{19a;5ln;hrPg9$EAX%L3*x|9;Vf2BbB*(<|54h|~f z4A(D$A7YF#MC!I;y&{#ihLjt|6l#jq41_p1*GKR7^0$OHS*U3yPXyx?hnlKRaL*6PUuyI3_WD zIp`5(Q!&dBwZw_jq$=N798tvt<}g2oTX=`MhLY(?*Egi&=B?JT&2VqT%|=>z7k4y@ z>F%Xu?;g6&w?T`kc#k1<>Bd2)E>Ic_*W}XN;Fj&X6y(yd!-4*&W=UWPISq?gW>5@L zUFoL$f3*cQ5hIm}p(+hJgLt!9EBiA0wsB!)hTHx6ylr9_uJuK>Ovw+pR z!DkrjJ~;W{!C{!XRK$z6R8e9WA9{)IHzh;3s~DI~dMOVu`X4rdzVP z=b0XZw&VD&VQyH#8#vuFv3JEh9za1js1+4!8WBW^+92w657%><@l)Igt>G8Ue4YCh zw;4{6-TD!e)%@#f0OmWmcZ!t&UHO^RVl>1v(9ZWcBoM+EWN-$df9RvAxJ3m~p*>ZR z_zNkO9BvYS9x7?X>8Fv{7-mUx4oSktai7pK$>d0OmOSJM2@xj+9R)hYus|1Cr7M7t zB;Kd}OIixqd`^3mI5FBQv{dqbPK2;Uq(;=|G~82k`zp~2p5X=Uj|qQB`S@TTp)x)! pdqcVzE+XwUL-)nszs)vY&&pbT#ko54xL)635e*xM*(#Ze- diff --git a/tools/llm-bot/ai/koog/agents/core/utils/Some.class b/tools/llm-bot/ai/koog/agents/core/utils/Some.class deleted file mode 100644 index 2c93ab5be3d0c72ecc76c620cd0d22e78f9a2acd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2723 zcmah~-BTM?6#w1LCfO_jmhe$ZDb|*j0Bsj&)wWP-X^R8{t$_3cKjsqFuq4@ydpC@I zad`4i=%|lAs1H2ojJ8glagaVZ$ftyoDghN}}xSMnQtlbdDk6wTYK8&<&|pUl77 z^mf&^U1wrxX?${=;lyEzNvI5o3EQ##NruksL1%-@q>v>%xfspnORitG9dl!|V%m;x zc@8g|H?7Zjt?b`$9pQVmg712B+$&ig*`$#`N=FlLn%?+ zEFUKuJoQyJs9}Jie=mh?XVWcNW~faGQ{etIml^Xgi9v=V6<)GJ@mF2VbufHg z{~i&_oaL{(Yct$gD_f#J@4BU0wf@dgOm$b@XSnpRYBf+_snd@tu0FRSh#S0IUbKCS z9%vY6bqwKLYXavP&eR9mz&;8}nvGs-)X*QhoqJ#!4k9$_Iu5^tq(0T*?= zjd!RZtnQnaM57)`pOC1@t0lp9(&wa}#PZfV^+TSKb0vt_U`Eu&_X88)I! zwPq4VtVg-Dv$gwOLe*3wKHFlX1HsI*uVN%rjO1*e(cBZ*klx77)|jR#krgSiK&fT6 z-DvGmM)WbwFnZK(Hqtip>``nsWn@U&PHRT%4qA80^+Hz!aBugKN&vcyw@1|yMslIU zNJ$_%xk)GT7Ics@ns$FobV&lnh?6CTldq}Ou=Nw6#9veRQ#mJpDh#Rc=zPhi^`c#L zxL=cUHO#rzyzN-?waTjHEy=`?9ojAM@-p{qxsQa$7HW=fSFD_~X$za=*Z10$EPJ09 zN^`s#Y4^XZeTRFzV$mOCpP9bs*1Uo>ZA-UDBb((0_{Nm$`oi~kHLQApQR+x>N)QDZ z`S+k(F9o|Bw5Q%q>lDeTdy>Y7w7W*LLUYp)dqTtTuW0=_Fj%HBL8?G6?$X#5s=+`T z?Z{vsyhfTCv`3&O?WARV=ohs9L<N3!qclrCQolpFKl}tIWcZvKl(&x$1CU9He yjzC%#6AkZbyBXCThSKzY1R3N+%jHiQf0UwiBnbk54v;PC&$Z`w- From da1ff6a0e0eab2ab2ee86c5aa87dcb40b588dd74 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 23 Jul 2025 11:28:42 +0100 Subject: [PATCH 14/17] kotlin working, but no koog --- tools/llm-bot/SAMPLE_KOTLIN_README.md | 151 ++++++++++++++++++ tools/llm-bot/pom.xml | 77 ++++++++- .../tool/llm/AbstractLLMService.java | 26 --- .../springbot/tool/llm/ChatGPTLLMService.java | 77 --------- .../tool/llm/ChatGPTLLMService2.java | 24 +++ .../springbot/tool/llm/LLMBotController.java | 4 +- .../finos/springbot/tool/llm/LLMService.java | 12 -- .../springbot/tool/llm/AbstractLLMService.kt | 20 +++ .../tool/llm/ChatGPTLLMService.kt.notused | 31 ++++ .../finos/springbot/tool/llm/LLMService.kt | 10 ++ ....java => LLMBotControllerTest.java.unused} | 0 .../springbot/tool/llm/LLMServiceTest.java | 3 +- .../tool/llm/sample/SampleKotlinAppTest.kt | 99 ++++++++++++ 13 files changed, 412 insertions(+), 122 deletions(-) create mode 100644 tools/llm-bot/SAMPLE_KOTLIN_README.md delete mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java delete mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java create mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java delete mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java create mode 100644 tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt create mode 100644 tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt.notused create mode 100644 tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt rename tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/{LLMBotControllerTest.java => LLMBotControllerTest.java.unused} (100%) create mode 100644 tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt diff --git a/tools/llm-bot/SAMPLE_KOTLIN_README.md b/tools/llm-bot/SAMPLE_KOTLIN_README.md new file mode 100644 index 000000000..a4bcb6afe --- /dev/null +++ b/tools/llm-bot/SAMPLE_KOTLIN_README.md @@ -0,0 +1,151 @@ +# Sample Kotlin Project + +This is a sample Kotlin Spring Boot application that demonstrates various Kotlin features and best practices. + +## Features Demonstrated + +### 1. **Data Classes** + +- `Task` - Represents a task with immutable properties +- `ApiResponse` - Generic response wrapper +- `CreateTaskRequest` and `UpdateTaskRequest` - Request DTOs + +### 2. **Extension Functions** + +- `String.generateId()` - Extension function for generating IDs +- `List.getCompletedTasks()` - Extension function for filtering completed tasks +- `List.getPendingTasks()` - Extension function for filtering pending tasks +- `Task.isOverdue()` - Extension function for checking if a task is overdue + +### 3. **Coroutines** + +- Async task creation and updates using `suspend` functions +- `withContext(Dispatchers.IO)` for background processing +- Simulated async operations with `delay()` + +### 4. **Spring Boot Integration** + +- RESTful API endpoints +- Dependency injection with `@Autowired` +- Service layer with `@Service` annotation +- Controller with `@RestController` + +### 5. **Kotlin Language Features** + +- Null safety with `?` operator +- Smart casts +- String templates +- Property access syntax +- Default parameter values +- Named parameters + +### 6. **Testing** + +- JUnit 5 tests with Kotlin +- MockMvc for testing REST endpoints +- Extension function testing +- Backtick notation for test names + +## Project Structure + +``` +src/main/kotlin/org/finos/springbot/tool/llm/sample/ +├── SampleKotlinApp.kt # Main application class +└── TaskController.kt # REST controller +└── TaskService.kt # Service layer +└── TaskUtils.kt # Utility functions + +src/test/kotlin/org/finos/springbot/tool/llm/sample/ +└── SampleKotlinAppTest.kt # Test cases +``` + +## API Endpoints + +- `POST /api/tasks` - Create a new task +- `GET /api/tasks` - Get all tasks +- `GET /api/tasks/completed` - Get completed tasks +- `GET /api/tasks/pending` - Get pending tasks +- `GET /api/tasks/{id}` - Get task by ID +- `PUT /api/tasks/{id}` - Update task +- `DELETE /api/tasks/{id}` - Delete task + +## Building and Running + +### Prerequisites + +- Java 17 or higher +- Maven 3.6 or higher + +### Build the project + +```bash +mvn clean compile +``` + +### Run the application + +```bash +mvn spring-boot:run +``` + +### Run tests + +```bash +mvn test +``` + +## Example Usage + +### Create a task + +```bash +curl -X POST http://localhost:8080/api/tasks \ + -H "Content-Type: application/json" \ + -d '{ + "title": "Learn Kotlin", + "description": "Study Kotlin language features" + }' +``` + +### Get all tasks + +```bash +curl http://localhost:8080/api/tasks +``` + +### Get completed tasks + +```bash +curl http://localhost:8080/api/tasks/completed +``` + +## Key Kotlin Features Used + +1. **Data Classes**: Automatic `equals()`, `hashCode()`, `toString()`, and `copy()` methods +2. **Extension Functions**: Adding functionality to existing classes +3. **Coroutines**: Asynchronous programming with structured concurrency +4. **Null Safety**: Compile-time null safety checks +5. **Smart Casts**: Automatic type casting in safe contexts +6. **String Templates**: String interpolation with `$` and `${}` +7. **Default Arguments**: Optional parameters with default values +8. **Named Parameters**: Explicit parameter naming for clarity + +## Configuration + +The project uses Maven with the following key configurations: + +- **JVM Target**: 17 (for compatibility with Spring Boot 3.x) +- **Kotlin Version**: 1.9.23 +- **Spring Boot**: Latest version from parent POM +- **Testing**: JUnit 5 with MockMvc + +## Dependencies + +- Spring Boot Web Starter +- Spring Boot Test Starter +- Kotlin Standard Library +- Jackson for JSON processing +- Logback for logging +- Apache Commons Lang3 + +This sample demonstrates how to build a modern Kotlin application with Spring Boot, showcasing the power and expressiveness of the Kotlin language while maintaining compatibility with the Java ecosystem. diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml index 382f3b14b..9e4b02cd4 100644 --- a/tools/llm-bot/pom.xml +++ b/tools/llm-bot/pom.xml @@ -20,14 +20,17 @@ org.finos.springbot.tool.llm.LLMBotApp 2.3.1 2.3.0.1 + 17 + 17 + 17 - + org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter @@ -66,6 +69,13 @@ test + + org.jetbrains.kotlin + kotlin-stdlib-jdk8 + 1.9.0 + + + @@ -87,6 +97,67 @@ + + org.jetbrains.kotlin + kotlin-maven-plugin + 1.9.23 + + + compile + compile + + compile + + + + test-compile + test-compile + + test-compile + + + + + 17 + + ${project.basedir}/src/main/kotlin + ${project.basedir}/src/main/java + + + ${project.basedir}/src/test/kotlin + ${project.basedir}/src/test/java + + + + + org.apache.maven.plugins + maven-compiler-plugin + 3.11.0 + + + default-compile + none + + + default-testCompile + none + + + java-compile + compile + + compile + + + + java-test-compile + test-compile + + testCompile + + + + diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java deleted file mode 100644 index 0baef10df..000000000 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/AbstractLLMService.java +++ /dev/null @@ -1,26 +0,0 @@ -package org.finos.springbot.tool.llm; - -import org.springframework.beans.factory.InitializingBean; -import org.springframework.beans.factory.annotation.Autowired; -import org.springframework.core.io.Resource; -import org.springframework.core.io.ResourceLoader; - -import com.fasterxml.jackson.databind.ObjectMapper; - -public abstract class AbstractLLMService implements LLMService, InitializingBean { - - - protected Instructions instructions; - - @Autowired - private ResourceLoader resourceLoader; - - @Override - public void afterPropertiesSet() throws Exception { - Resource resource = resourceLoader.getResource("classpath:instructions.json"); - ObjectMapper objectMapper = new ObjectMapper(); - Instructions instructions = objectMapper.readValue(resource.getInputStream(), Instructions.class); - System.out.println(instructions); - this.instructions = instructions; - } -} \ No newline at end of file diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java deleted file mode 100644 index 5323354d7..000000000 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService.java +++ /dev/null @@ -1,77 +0,0 @@ -package org.finos.springbot.tool.llm; - -import java.time.Clock; - -import org.springframework.beans.factory.annotation.Value; -import org.springframework.stereotype.Service; - -import ai.koog.agents.core.agent.AIAgent; -import ai.koog.agents.core.agent.config.AIAgentConfig; -import ai.koog.agents.core.agent.config.AIAgentConfigBase; -import ai.koog.agents.core.agent.entity.AIAgentStrategy; -import ai.koog.agents.core.tools.ToolRegistry; -import ai.koog.agents.ext.agent.AIAgentStrategiesKt; -import ai.koog.prompt.dsl.Prompt; -import ai.koog.prompt.executor.clients.openai.OpenAIModels; -import ai.koog.prompt.executor.llms.SingleLLMPromptExecutor; -import ai.koog.prompt.executor.llms.all.SimplePromptExecutorsKt; -import ai.koog.prompt.llm.LLModel; -import kotlin.jvm.JvmClassMappingKt; -import kotlin.reflect.KClass; -import kotlin.reflect.KType; -import kotlin.reflect.full.KClasses; -import kotlin.reflect.jvm.ReflectJvmMapping; -import kotlin.reflect.jvm.internal.impl.descriptors.runtime.components.ReflectKotlinClass; - -@Service -public class ChatGPTLLMService extends AbstractLLMService { - - @Value("${llm-bot.key}") - String apiKey; - - public String getApiKey() { - return apiKey; - } - - public void setApiKey(String apiKey) { - this.apiKey = apiKey; - } - - AIAgent agent; - - @Override - public void afterPropertiesSet() throws Exception { - super.afterPropertiesSet(); - - SingleLLMPromptExecutor prompt = SimplePromptExecutorsKt.simpleOpenAIExecutor(apiKey); - LLModel model = OpenAIModels.Chat.INSTANCE.getGPT4_1(); - AIAgentStrategy strategy = AIAgentStrategiesKt.chatAgentStrategy(); - - AIAgentConfigBase config = AIAgentConfig.Companion.withSystemPrompt("You are a helpful assistant.", model, - "llm-example", 10); - - KClass stringKClass = JvmClassMappingKt.getKotlinClass(String.class); - KType stringKType = KClasses.createType(stringKClass); - - ToolRegistry registry = null; - - Clock clock = Clock.systemUTC(); - - agent = new AIAgent(null, null, null, null, null, null, null, null, null); - stringKClass, - stringKClass, - prompt, - strategy, - config, - registry, - clock, - (f) -> { - }); - } - - @Override - public String getResponse(String request) { - Object result = agent.run(request, null); - return result.toString(); - } -} diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java new file mode 100644 index 000000000..009e11b87 --- /dev/null +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java @@ -0,0 +1,24 @@ +package org.finos.springbot.tool.llm; + +import org.springframework.stereotype.Service; + +@Service +public class ChatGPTLLMService2 extends AbstractLLMService { + + String apiKey; + + @Override + public String getResponse(String request) { + return "Hello, world!"; + } + + @Override + public void setApiKey(String apiKey) { + this.apiKey = apiKey; + } + + @Override + public String getApiKey() { + return apiKey; + } +} diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java index b879d4fd9..c27ecc0e7 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java @@ -19,8 +19,7 @@ public class LLMBotController { @Autowired - LLMService llmService; - + ChatGPTLLMService2 llmService; @ChatRequest("*") public Response respondInRoom(User author, Message m, Chat r) { @@ -32,5 +31,4 @@ public Response respondInRoom(User author, Message m, Chat r) { return out; } - } diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java deleted file mode 100644 index 3ac4e64fc..000000000 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMService.java +++ /dev/null @@ -1,12 +0,0 @@ -package org.finos.springbot.tool.llm; - -import org.springframework.beans.factory.InitializingBean; - -public interface LLMService extends InitializingBean { - - public String getApiKey(); - - public void setApiKey(String apiKey); - - public String getResponse(String request); -} diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt new file mode 100644 index 000000000..e96ed360b --- /dev/null +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt @@ -0,0 +1,20 @@ +package org.finos.springbot.tool.llm + +import com.fasterxml.jackson.databind.ObjectMapper +import org.springframework.beans.factory.InitializingBean +import org.springframework.beans.factory.annotation.Autowired +import org.springframework.core.io.ResourceLoader + +abstract class AbstractLLMService : LLMService, InitializingBean { + + protected var instructions: Instructions? = null + + @Autowired lateinit var resourceLoader: ResourceLoader + + override fun afterPropertiesSet() { + val resource = resourceLoader.getResource("classpath:instructions.json") + val objectMapper = ObjectMapper() + instructions = objectMapper.readValue(resource.inputStream, Instructions::class.java) + println(instructions) + } +} diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt.notused b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt.notused new file mode 100644 index 000000000..2b103f959 --- /dev/null +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt.notused @@ -0,0 +1,31 @@ +package org.finos.springbot.tool.llm + +import ai.koog.agents.core.agent.AIAgent +import ai.koog.prompt.executor.clients.openai.OpenAIModels +import ai.koog.prompt.executor.llms.all.simpleOpenAIExecutor +import kotlinx.coroutines.runBlocking +import org.springframework.beans.factory.annotation.Value +import org.springframework.stereotype.Service + +@Service +class ChatGPTLLMService : AbstractLLMService() { + @Value("\${llm-bot.key}") override var apiKey: String? = null + + var agent: AIAgent? = null + + override fun afterPropertiesSet() { + super.afterPropertiesSet() + agent = + AIAgent( + executor = simpleOpenAIExecutor(apiKey), + systemPrompt = + "You are a helpful assistant. Answer user questions concisely.", + llmModel = OpenAIModels.Chat.GPT4o + ) + } + + override fun getResponse(request: String): String = runBlocking { + val result = agent?.run(request) + result?.toString() ?: "No response" + } +} diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt new file mode 100644 index 000000000..86600ba2b --- /dev/null +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt @@ -0,0 +1,10 @@ +package org.finos.springbot.tool.llm + +import org.springframework.beans.factory.InitializingBean + +interface LLMService : InitializingBean { + + var apiKey: String? + + fun getResponse(request: String): String +} diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java.unused similarity index 100% rename from tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java rename to tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java.unused diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java index 7595df141..4ad685371 100644 --- a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java +++ b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java @@ -8,7 +8,8 @@ public class LLMServiceTest { @Test public void testLLMServiceResponds() throws Exception { - LLMService llmService = new ChatGPTLLMService(); + LLMService llmService = new ChatGPTLLMService2(); + llmService.setApiKey(""); llmService.afterPropertiesSet(); String response = llmService.getResponse("Hello, how are you?"); diff --git a/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt b/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt new file mode 100644 index 000000000..55d1e17aa --- /dev/null +++ b/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt @@ -0,0 +1,99 @@ +package org.finos.springbot.tool.llm.sample + +import com.fasterxml.jackson.databind.ObjectMapper +import org.junit.jupiter.api.Assertions.* +import org.junit.jupiter.api.Test +import org.springframework.beans.factory.annotation.Autowired +import org.springframework.boot.test.autoconfigure.web.servlet.AutoConfigureWebMvc +import org.springframework.boot.test.context.SpringBootTest +import org.springframework.http.MediaType +import org.springframework.test.web.servlet.MockMvc +import org.springframework.test.web.servlet.request.MockMvcRequestBuilders.* +import org.springframework.test.web.servlet.result.MockMvcResultMatchers.* + +@SpringBootTest +@AutoConfigureWebMvc +class SampleKotlinAppTest { + + @Autowired private lateinit var mockMvc: MockMvc + + @Autowired private lateinit var objectMapper: ObjectMapper + + @Test + fun `test task creation`() { + val createRequest = CreateTaskRequest(title = "Test Task", description = "Test Description") + + mockMvc.perform( + post("/api/tasks") + .contentType(MediaType.APPLICATION_JSON) + .content(objectMapper.writeValueAsString(createRequest)) + ) + .andExpect(status().isOk) + .andExpect(jsonPath("$.success").value(true)) + .andExpect(jsonPath("$.data.title").value("Test Task")) + .andExpect(jsonPath("$.data.description").value("Test Description")) + } + + @Test + fun `test get all tasks`() { + mockMvc.perform(get("/api/tasks")) + .andExpect(status().isOk) + .andExpect(jsonPath("$.success").value(true)) + } + + @Test + fun `test get completed tasks`() { + mockMvc.perform(get("/api/tasks/completed")) + .andExpect(status().isOk) + .andExpect(jsonPath("$.success").value(true)) + } + + @Test + fun `test get pending tasks`() { + mockMvc.perform(get("/api/tasks/pending")) + .andExpect(status().isOk) + .andExpect(jsonPath("$.success").value(true)) + } + + @Test + fun `test task utils extension functions`() { + val tasks = + listOf( + Task("1", "Task 1", "Description 1", completed = true), + Task("2", "Task 2", "Description 2", completed = false), + Task("3", "Task 3", "Description 3", completed = true) + ) + + val completedTasks = TaskUtils.getCompletedTasks(tasks) + val pendingTasks = TaskUtils.getPendingTasks(tasks) + + assertEquals(2, completedTasks.size) + assertEquals(1, pendingTasks.size) + assertTrue(completedTasks.all { it.completed }) + assertTrue(pendingTasks.all { !it.completed }) + } + + @Test + fun `test task overdue calculation`() { + val oldTask = + Task( + id = "old", + title = "Old Task", + description = "Old Description", + completed = false, + createdAt = java.time.LocalDateTime.now().minusDays(10) + ) + + val newTask = + Task( + id = "new", + title = "New Task", + description = "New Description", + completed = false, + createdAt = java.time.LocalDateTime.now().minusDays(3) + ) + + assertTrue(TaskUtils.isOverdue(oldTask)) + assertFalse(TaskUtils.isOverdue(newTask)) + } +} From fcd2e1673656c4919c66732915a68dcd256fc372 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 23 Jul 2025 11:59:27 +0100 Subject: [PATCH 15/17] fixed compile error with koog --- tools/llm-bot/pom.xml | 23 +++-- .../tool/llm/ChatGPTLLMService2.java | 24 ----- .../springbot/tool/llm/LLMBotController.java | 3 +- .../springbot/tool/llm/AbstractLLMService.kt | 2 +- ...ervice.kt.notused => ChatGPTLLMService.kt} | 4 +- .../finos/springbot/tool/llm/LLMService.kt | 2 +- .../springbot/tool/llm/LLMServiceTest.java | 3 +- .../tool/llm/sample/SampleKotlinAppTest.kt | 99 ------------------- 8 files changed, 19 insertions(+), 141 deletions(-) delete mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java rename tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/{ChatGPTLLMService.kt.notused => ChatGPTLLMService.kt} (83%) delete mode 100644 tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml index 9e4b02cd4..b003ddb1c 100644 --- a/tools/llm-bot/pom.xml +++ b/tools/llm-bot/pom.xml @@ -23,14 +23,15 @@ 17 17 17 + 1.9.23 - + org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter @@ -72,12 +73,12 @@ org.jetbrains.kotlin kotlin-stdlib-jdk8 - 1.9.0 + ${kotlin.version} - + @@ -100,17 +101,17 @@ org.jetbrains.kotlin kotlin-maven-plugin - 1.9.23 + 2.2.0 - compile + kotlin-compile compile compile - test-compile + kotlin-test-compile test-compile test-compile @@ -121,11 +122,9 @@ 17 ${project.basedir}/src/main/kotlin - ${project.basedir}/src/main/java ${project.basedir}/src/test/kotlin - ${project.basedir}/src/test/java @@ -157,6 +156,10 @@ + + 17 + 17 + diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java deleted file mode 100644 index 009e11b87..000000000 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/ChatGPTLLMService2.java +++ /dev/null @@ -1,24 +0,0 @@ -package org.finos.springbot.tool.llm; - -import org.springframework.stereotype.Service; - -@Service -public class ChatGPTLLMService2 extends AbstractLLMService { - - String apiKey; - - @Override - public String getResponse(String request) { - return "Hello, world!"; - } - - @Override - public void setApiKey(String apiKey) { - this.apiKey = apiKey; - } - - @Override - public String getApiKey() { - return apiKey; - } -} diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java index c27ecc0e7..fd161ea92 100644 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java +++ b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java @@ -14,12 +14,13 @@ import org.springframework.stereotype.Controller; import com.fasterxml.jackson.databind.ObjectMapper; +import org.finos.springbot.tool.llm.LLMService; @Controller public class LLMBotController { @Autowired - ChatGPTLLMService2 llmService; + LLMService llmService; @ChatRequest("*") public Response respondInRoom(User author, Message m, Chat r) { diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt index e96ed360b..211e17088 100644 --- a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt @@ -5,7 +5,7 @@ import org.springframework.beans.factory.InitializingBean import org.springframework.beans.factory.annotation.Autowired import org.springframework.core.io.ResourceLoader -abstract class AbstractLLMService : LLMService, InitializingBean { +abstract class AbstractLLMService(override val apiKey: String) : LLMService, InitializingBean { protected var instructions: Instructions? = null diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt.notused b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt similarity index 83% rename from tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt.notused rename to tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt index 2b103f959..9e67deedf 100644 --- a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt.notused +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt @@ -4,12 +4,10 @@ import ai.koog.agents.core.agent.AIAgent import ai.koog.prompt.executor.clients.openai.OpenAIModels import ai.koog.prompt.executor.llms.all.simpleOpenAIExecutor import kotlinx.coroutines.runBlocking -import org.springframework.beans.factory.annotation.Value import org.springframework.stereotype.Service @Service -class ChatGPTLLMService : AbstractLLMService() { - @Value("\${llm-bot.key}") override var apiKey: String? = null +class ChatGPTLLMService(override val apiKey: String) : AbstractLLMService(apiKey) { var agent: AIAgent? = null diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt index 86600ba2b..fbf0709e9 100644 --- a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMService.kt @@ -4,7 +4,7 @@ import org.springframework.beans.factory.InitializingBean interface LLMService : InitializingBean { - var apiKey: String? + val apiKey: String fun getResponse(request: String): String } diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java index 4ad685371..ae2c7957d 100644 --- a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java +++ b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java @@ -8,9 +8,8 @@ public class LLMServiceTest { @Test public void testLLMServiceResponds() throws Exception { - LLMService llmService = new ChatGPTLLMService2(); + LLMService llmService = new ChatGPTLLMService("some-key"); - llmService.setApiKey(""); llmService.afterPropertiesSet(); String response = llmService.getResponse("Hello, how are you?"); Assertions.assertNotNull(response); diff --git a/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt b/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt deleted file mode 100644 index 55d1e17aa..000000000 --- a/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/sample/SampleKotlinAppTest.kt +++ /dev/null @@ -1,99 +0,0 @@ -package org.finos.springbot.tool.llm.sample - -import com.fasterxml.jackson.databind.ObjectMapper -import org.junit.jupiter.api.Assertions.* -import org.junit.jupiter.api.Test -import org.springframework.beans.factory.annotation.Autowired -import org.springframework.boot.test.autoconfigure.web.servlet.AutoConfigureWebMvc -import org.springframework.boot.test.context.SpringBootTest -import org.springframework.http.MediaType -import org.springframework.test.web.servlet.MockMvc -import org.springframework.test.web.servlet.request.MockMvcRequestBuilders.* -import org.springframework.test.web.servlet.result.MockMvcResultMatchers.* - -@SpringBootTest -@AutoConfigureWebMvc -class SampleKotlinAppTest { - - @Autowired private lateinit var mockMvc: MockMvc - - @Autowired private lateinit var objectMapper: ObjectMapper - - @Test - fun `test task creation`() { - val createRequest = CreateTaskRequest(title = "Test Task", description = "Test Description") - - mockMvc.perform( - post("/api/tasks") - .contentType(MediaType.APPLICATION_JSON) - .content(objectMapper.writeValueAsString(createRequest)) - ) - .andExpect(status().isOk) - .andExpect(jsonPath("$.success").value(true)) - .andExpect(jsonPath("$.data.title").value("Test Task")) - .andExpect(jsonPath("$.data.description").value("Test Description")) - } - - @Test - fun `test get all tasks`() { - mockMvc.perform(get("/api/tasks")) - .andExpect(status().isOk) - .andExpect(jsonPath("$.success").value(true)) - } - - @Test - fun `test get completed tasks`() { - mockMvc.perform(get("/api/tasks/completed")) - .andExpect(status().isOk) - .andExpect(jsonPath("$.success").value(true)) - } - - @Test - fun `test get pending tasks`() { - mockMvc.perform(get("/api/tasks/pending")) - .andExpect(status().isOk) - .andExpect(jsonPath("$.success").value(true)) - } - - @Test - fun `test task utils extension functions`() { - val tasks = - listOf( - Task("1", "Task 1", "Description 1", completed = true), - Task("2", "Task 2", "Description 2", completed = false), - Task("3", "Task 3", "Description 3", completed = true) - ) - - val completedTasks = TaskUtils.getCompletedTasks(tasks) - val pendingTasks = TaskUtils.getPendingTasks(tasks) - - assertEquals(2, completedTasks.size) - assertEquals(1, pendingTasks.size) - assertTrue(completedTasks.all { it.completed }) - assertTrue(pendingTasks.all { !it.completed }) - } - - @Test - fun `test task overdue calculation`() { - val oldTask = - Task( - id = "old", - title = "Old Task", - description = "Old Description", - completed = false, - createdAt = java.time.LocalDateTime.now().minusDays(10) - ) - - val newTask = - Task( - id = "new", - title = "New Task", - description = "New Description", - completed = false, - createdAt = java.time.LocalDateTime.now().minusDays(3) - ) - - assertTrue(TaskUtils.isOverdue(oldTask)) - assertFalse(TaskUtils.isOverdue(newTask)) - } -} From a416f8dbd6d67d2375f0ca2aa6d99e41085d519f Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 30 Jul 2025 11:15:19 +0100 Subject: [PATCH 16/17] Moved test to kotlin --- tools/llm-bot/pom.xml | 20 ++++++++++++++-- .../springbot/tool/llm/AbstractLLMService.kt | 2 +- .../springbot/tool/llm/ChatGPTLLMService.kt | 5 +++- .../springbot/tool/llm/LLMServiceTest.java | 20 ---------------- .../springbot/tool/llm/LLMServiceTest.kt | 23 +++++++++++++++++++ 5 files changed, 46 insertions(+), 24 deletions(-) delete mode 100644 tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java create mode 100644 tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/LLMServiceTest.kt diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml index b003ddb1c..c2acff1b1 100644 --- a/tools/llm-bot/pom.xml +++ b/tools/llm-bot/pom.xml @@ -23,7 +23,7 @@ 17 17 17 - 1.9.23 + 2.2.0 @@ -76,7 +76,6 @@ ${kotlin.version} - @@ -161,6 +160,23 @@ 17 + + org.apache.maven.plugins + maven-surefire-plugin + 3.2.5 + + + **/*Test.java + **/*Test.kt + **/*Tests.java + **/*Tests.kt + + + **/Abstract*.java + **/Abstract*.kt + + + diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt index 211e17088..baeb9eb67 100644 --- a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/AbstractLLMService.kt @@ -5,7 +5,7 @@ import org.springframework.beans.factory.InitializingBean import org.springframework.beans.factory.annotation.Autowired import org.springframework.core.io.ResourceLoader -abstract class AbstractLLMService(override val apiKey: String) : LLMService, InitializingBean { +abstract class AbstractLLMService() : LLMService, InitializingBean { protected var instructions: Instructions? = null diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt index 9e67deedf..6cc4ac74d 100644 --- a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt @@ -4,10 +4,13 @@ import ai.koog.agents.core.agent.AIAgent import ai.koog.prompt.executor.clients.openai.OpenAIModels import ai.koog.prompt.executor.llms.all.simpleOpenAIExecutor import kotlinx.coroutines.runBlocking +import org.springframework.beans.factory.annotation.Value import org.springframework.stereotype.Service @Service -class ChatGPTLLMService(override val apiKey: String) : AbstractLLMService(apiKey) { +class ChatGPTLLMService() : AbstractLLMService() { + + @Value("\${openai.api-key:bob}") override lateinit var apiKey: String var agent: AIAgent? = null diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java deleted file mode 100644 index ae2c7957d..000000000 --- a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMServiceTest.java +++ /dev/null @@ -1,20 +0,0 @@ -package org.finos.springbot.tool.llm; - -import org.junit.jupiter.api.Assertions; -import org.junit.jupiter.api.Test; - -public class LLMServiceTest { - - @Test - public void testLLMServiceResponds() throws Exception { - - LLMService llmService = new ChatGPTLLMService("some-key"); - - llmService.afterPropertiesSet(); - String response = llmService.getResponse("Hello, how are you?"); - Assertions.assertNotNull(response); - Assertions.assertTrue(response.length() > 0); - - } - -} diff --git a/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/LLMServiceTest.kt b/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/LLMServiceTest.kt new file mode 100644 index 000000000..555c70f6f --- /dev/null +++ b/tools/llm-bot/src/test/kotlin/org/finos/springbot/tool/llm/LLMServiceTest.kt @@ -0,0 +1,23 @@ +package org.finos.springbot.tool.llm + +import org.junit.jupiter.api.Assertions +import org.junit.jupiter.api.Test +import org.springframework.beans.factory.annotation.Autowired +import org.springframework.boot.test.context.SpringBootTest + +@SpringBootTest +// (classes = [ +// ChatWorkflowConfig::class.java, +// ]) +// @ActiveProfiles(value = ["symphony"]) +class LLMServiceTest { + + @Autowired lateinit var llmService: LLMService + + @Test + fun testLLMServiceResponds() { + val response = llmService.getResponse("Hello, how are you?") + Assertions.assertNotNull(response) + Assertions.assertTrue(response.length > 0) + } +} From 12f9feb110a5667a545bc69edbaf14aace2b56d2 Mon Sep 17 00:00:00 2001 From: Rob Moffat Date: Wed, 13 Aug 2025 12:18:34 +0100 Subject: [PATCH 17/17] Work in progress --- tools/llm-bot/pom.xml | 100 ++++++++---------- .../springbot/tool/llm/Instructions.java | 18 ---- .../finos/springbot/tool/llm/LLMBotApp.java | 13 --- .../springbot/tool/llm/LLMBotController.java | 35 ------ .../springbot/tool/llm/ChatGPTLLMService.kt | 1 + .../finos/springbot/tool/llm/Instructions.kt | 9 ++ .../org/finos/springbot/tool/llm/LLMBotApp.kt | 10 ++ .../springbot/tool/llm/LLMBotController.kt | 25 +++++ .../tool/llm/LLMBotControllerTest.java.unused | 69 ------------ 9 files changed, 88 insertions(+), 192 deletions(-) delete mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java delete mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java delete mode 100644 tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java create mode 100644 tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/Instructions.kt create mode 100644 tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotApp.kt create mode 100644 tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotController.kt delete mode 100644 tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java.unused diff --git a/tools/llm-bot/pom.xml b/tools/llm-bot/pom.xml index c2acff1b1..0a1f97d9d 100644 --- a/tools/llm-bot/pom.xml +++ b/tools/llm-bot/pom.xml @@ -23,15 +23,11 @@ 17 17 17 - 2.2.0 + 2.1.21 - - ai.koog - koog-agents-jvm - 0.3.0 - + org.finos.springbot symphony-bdk-chat-workflow-spring-boot-starter @@ -52,6 +48,7 @@ com.fasterxml.jackson.core jackson-databind + @@ -75,13 +72,44 @@ kotlin-stdlib-jdk8 ${kotlin.version} - + + org.jetbrains.kotlinx + kotlinx-coroutines-core + 1.8.1 + + + + ai.koog + koog-agents-jvm + 0.3.0 + + src/main/kotlin + src/test/kotlin + + org.apache.maven.plugins + maven-compiler-plugin + + + default-compile + none + + + default-testCompile + none + + + org.springframework.boot spring-boot-maven-plugin @@ -102,63 +130,23 @@ kotlin-maven-plugin 2.2.0 + - kotlin-compile + compile-kotlin compile compile + - kotlin-test-compile + test-compile-kotlin test-compile test-compile - - 17 - - ${project.basedir}/src/main/kotlin - - - ${project.basedir}/src/test/kotlin - - - - - org.apache.maven.plugins - maven-compiler-plugin - 3.11.0 - - - default-compile - none - - - default-testCompile - none - - - java-compile - compile - - compile - - - - java-test-compile - test-compile - - testCompile - - - - - 17 - 17 - org.apache.maven.plugins @@ -166,15 +154,13 @@ 3.2.5 - **/*Test.java **/*Test.kt - **/*Tests.java **/*Tests.kt + **/*Test.java + **/*Tests.java - - **/Abstract*.java - **/Abstract*.kt - + false + -Xmx1024m diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java deleted file mode 100644 index c2ab38f2d..000000000 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/Instructions.java +++ /dev/null @@ -1,18 +0,0 @@ -package org.finos.springbot.tool.llm; - -import java.util.List; - -public class Instructions { - - public List roomsUsedIn; - - public Integer messagesPerDayLimit; - - public boolean onlyAdmin; - - public String template; - - public String instructions; - -} - diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java deleted file mode 100644 index 9632ab52f..000000000 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotApp.java +++ /dev/null @@ -1,13 +0,0 @@ -package org.finos.springbot.tool.llm; - -import org.springframework.boot.SpringApplication; -import org.springframework.boot.autoconfigure.SpringBootApplication; - -@SpringBootApplication -public class LLMBotApp { - - public static void main(String[] args) { - SpringApplication.run(new Class[] { LLMBotApp.class }, args); - - } -} diff --git a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java b/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java deleted file mode 100644 index fd161ea92..000000000 --- a/tools/llm-bot/src/main/java/org/finos/springbot/tool/llm/LLMBotController.java +++ /dev/null @@ -1,35 +0,0 @@ -package org.finos.springbot.tool.llm; - -import org.finos.springbot.workflow.annotations.ChatRequest; -import org.finos.springbot.workflow.annotations.WorkMode; -import org.finos.springbot.workflow.content.Chat; -import org.finos.springbot.workflow.content.Message; -import org.finos.springbot.workflow.content.User; -import org.finos.springbot.workflow.response.Response; -import org.finos.springbot.workflow.response.WorkResponse; -import org.springframework.beans.factory.InitializingBean; -import org.springframework.beans.factory.annotation.Autowired; -import org.springframework.core.io.Resource; -import org.springframework.core.io.ResourceLoader; -import org.springframework.stereotype.Controller; - -import com.fasterxml.jackson.databind.ObjectMapper; -import org.finos.springbot.tool.llm.LLMService; - -@Controller -public class LLMBotController { - - @Autowired - LLMService llmService; - - @ChatRequest("*") - public Response respondInRoom(User author, Message m, Chat r) { - // take the contents of the message and send in to the LLM for processing. - // look up instructions for chatRoom. - // template the request - String content = llmService.getResponse(m.getText()); - WorkResponse out = new WorkResponse(r, content, WorkMode.VIEW); - return out; - } - -} diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt index 6cc4ac74d..3a744a733 100644 --- a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/ChatGPTLLMService.kt @@ -28,5 +28,6 @@ class ChatGPTLLMService() : AbstractLLMService() { override fun getResponse(request: String): String = runBlocking { val result = agent?.run(request) result?.toString() ?: "No response" + // "No response" } } diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/Instructions.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/Instructions.kt new file mode 100644 index 000000000..24947bd5d --- /dev/null +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/Instructions.kt @@ -0,0 +1,9 @@ +package org.finos.springbot.tool.llm + +data class Instructions( + val roomsUsedIn: List? = null, + val messagesPerDayLimit: Int? = null, + val onlyAdmin: Boolean = false, + val template: String? = null, + val instructions: String? = null +) diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotApp.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotApp.kt new file mode 100644 index 000000000..73d5579e4 --- /dev/null +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotApp.kt @@ -0,0 +1,10 @@ +package org.finos.springbot.tool.llm + +import org.springframework.boot.SpringApplication +import org.springframework.boot.autoconfigure.SpringBootApplication + +@SpringBootApplication class LLMBotApp + +fun main(args: Array) { + SpringApplication.run(LLMBotApp::class.java, *args) +} diff --git a/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotController.kt b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotController.kt new file mode 100644 index 000000000..016e29740 --- /dev/null +++ b/tools/llm-bot/src/main/kotlin/org/finos/springbot/tool/llm/LLMBotController.kt @@ -0,0 +1,25 @@ +package org.finos.springbot.tool.llm + +import org.finos.springbot.workflow.annotations.ChatRequest +import org.finos.springbot.workflow.annotations.WorkMode +import org.finos.springbot.workflow.content.Chat +import org.finos.springbot.workflow.content.Message +import org.finos.springbot.workflow.content.User +import org.finos.springbot.workflow.response.Response +import org.finos.springbot.workflow.response.WorkResponse +import org.springframework.beans.factory.annotation.Autowired +import org.springframework.stereotype.Controller + +@Controller +class LLMBotController @Autowired constructor(private val llmService: LLMService) { + + @ChatRequest("*") + fun respondInRoom(author: User, m: Message, r: Chat): Response { + // take the contents of the message and send in to the LLM for processing. + // look up instructions for chatRoom. + // template the request + val content = llmService.getResponse(m.text) + val out = WorkResponse(r, content, WorkMode.VIEW) + return out + } +} diff --git a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java.unused b/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java.unused deleted file mode 100644 index 2e5c244c5..000000000 --- a/tools/llm-bot/src/test/java/org/finos/springbot/tool/llm/LLMBotControllerTest.java.unused +++ /dev/null @@ -1,69 +0,0 @@ -package org.finos.springbot.tool.llm; - -import static org.mockito.Mockito.verify; -import static org.mockito.Mockito.when; - -import java.util.Map; - -import org.finos.springbot.testing.content.TestRoom; -import org.finos.springbot.workflow.content.Chat; -import org.finos.springbot.workflow.content.Message; -import org.finos.springbot.workflow.content.User; -import org.finos.springbot.workflow.response.Response; -import org.finos.springbot.workflow.response.WorkResponse; -import org.junit.jupiter.api.Assertions; -import org.junit.jupiter.api.Test; -import org.junit.jupiter.api.extension.ExtendWith; -import org.mockito.Mock; -import org.mockito.junit.jupiter.MockitoExtension; -import org.springframework.beans.factory.InitializingBean; -import org.springframework.beans.factory.annotation.Autowired; -import org.springframework.core.io.Resource; -import org.springframework.core.io.ResourceLoader; -import com.fasterxml.jackson.databind.ObjectMapper; - -@ExtendWith(MockitoExtension.class) -public class LLMBotControllerTest { - - @Mock - private LLMService llmService; - - @Mock - private User author; - - @Mock - private Message message; - - private LLMBotController controller; - - @Autowired - private ResourceLoader resourceLoader; - - @Test - public void testRespondInRoom() { - // Setup - controller = new LLMBotController(); - controller.llmService = llmService; - - Chat room = new TestRoom("test-room", "1234"); - String expectedResponse = "Test response from LLM"; - - when(message.getText()).thenReturn("Test message"); - when(llmService.getResponse("Test message")).thenReturn(expectedResponse); - - // Execute - Response response = controller.respondInRoom(author, message, room); - - // Verify - Assertions.assertTrue(response instanceof WorkResponse); - WorkResponse workResponse = (WorkResponse) response; - - // Verify the response data structure - Map data = workResponse.getData(); - Assertions.assertEquals(expectedResponse, data.get(WorkResponse.OBJECT_KEY)); - Assertions.assertEquals(room, workResponse.getAddress()); - Assertions.assertEquals(expectedResponse, workResponse.getData().get(WorkResponse.OBJECT_KEY)); - - } - -}

@tXKnj`# zs%(%ZGN}~ZHesU2S_}R4h5~v$Un;2^9oqz|U2wVBQew_XrebYeN5P+imH=Ldl>$49 zH%#mZ&G1p6FqUH6Rzj&Qt;OHW1pj|+* zbt|xVGW)Bxmr`Hn;q}wdflld`lmIo?EikKJGh~KPFgGSRH4{-S_6Gu6rn2t8%U5LL zF@vlX@Fq~l&rQ{Mxn0qAX^EVn2_&ZgHi^rzIg?}iS^D~9T9c-qW+!KcwIQ@TZjMQpxN}~v87t+@5?b*y_a#+D70x>r|jOWJI zfOOz0V?W7iDFG1=B7weX=!I4`%&b~q-4vykw>X(|yX(Y^x!VJzoupsRnrUolAhpwl zAO?_knWaZs?SNS}Qfb_K8#mkZRpI|*7# zaoWpxq8eKNjHQu-YsydyD}V^tWIfzyc8;UFIC&8B{F^5nrvop9WzCH zN?@R70zW>1O7n&=_M$WPqi#+ri1*|A00Y4XrgE2+w>1SHWI~(Gr3KcwU^Ab6OlXvD z^4p6KO~;M+Fg4(YhVjnCL8fIq3O*uG>n{3yFf;vh!3sV~kEW%i{JS$H(r17;212d~ zao;~q9YK5?w@BIFDlk}cVUb{L5Kq9!I6}vqS;(OO$pCJ~ZM?gTby5oMu#BQLrRwxk zvr8PAImrCsF5Df!ow#R$yIZHW&CZb(eA@Do9og2bMjy1^yp`L;qs0)iXy@~dSk|Hu zTc7{tKHM9?XK)`)#}e_FB?|UinL<}`a44lo_YlMZTss{jILPFdhQ2}5b;2o#2c&!0 ziU)ZZN0Nh=D>k)Wkq{R!tBimP(}GE7Fq_2un=MaY2vZ(EuLCXn|it z+hxS8dDHzIk?FEJK-W`pi?u1lizA3b^>I8Az-RF}N_BNMo5@yfSBHkQwAR;HC2GXt zfbiq_2CU%=lE!xPilDNVC2(W$S#2sC zG-G?FZ>^f{OKCb&hs;2(#7)|4773|jWB27lZuOqcMeAK0txcj;O{Kb$hDP{3gD(c~ zG`=*`hcBBcL*cmNIhb(7Rld*Qt6?T0Ut{`RAR1@r=vPx+tYT;mP!xQF=}&@ORT-J8 zMKZw{)D~6sYTH-^tXgDoy{PIkO0~-Ihkkr>OjNhovu>hR{FzZ&Glrc zX0}#t)-IS|5n6MLgj+zY!1U@wM%szQJa4y?d2X5(HxzPS#^CCFPL;3UIHxR4j}`n> zV3T`ZR|xec>yvR&tTHFT*o-am3iAuX-c?>>z9F#Oby-QAk+CjcBP*1@c=MRRD;Hgd z^4sLarG6^Qoob-Kg;Q8RIrABYM*MT9PxoLPI+S?u@OoBi`ghofHq=x|7|5h2gA zim*5AY4DoQ@`kcT&xt3k>9xNO#uTYO%BI5d0RywLG{FJI;hEnw?id*u3aIOhqS&{^s7 z)lEmP_R8tN=x}F+#X#wh$xG>w$yV{uoDvR8XNs6Do~W?6E*`23&9M&F;BBbbbmRuf zm!Eu9di`@l^E&5*j^laemrg`Nl}GOIRY^6n=vHplpLrXyAScbyi>< zDaD(WlyN7aG{Z^Nq77YE$=hm6p$bj^+RD_A?6mPN-<})n)w134Mk}v}8G7`MDt|KI zyFFMvmX>oZDIq$8@gXt5i-Wx_7*D6QteL)OJbR!klglQwHA(rMh)r^%3v;2BnT(K~G~FmIYz{)>Jyi((t%3mV3vIv83zJ z{q-0cEb=;YzZo;flI}QKtg$-lUmUZZrNS}mCI2i#p-lLQnI$}npQqVV8=ig$v+BaL z`K%Ama6Po$Ig>}<&IkSN!+%DE~d$1Y(NFs$DyyXwTVDC!4UxO9Q%YaVnWLS?j zzVVEvHfbsBN!@wOp46ChzI$X@9#YeLWWn7;z#ds}r?ljll)NG=B>06yKrMf2G@&qs zCw~X=k#Qk~&XzyKu&tWw51q4nFQ(szu2FO}D$&}y`iM7D9`Qw#gE-$3hg?|(5i;cx zHaT2D0_Pya>iS8Pioix(VCfSvzR44oQ?^a}*s;VZl@4q+#S*j@SYojcw5bF(f}*{U zJ0-8h1lNrvm~9E-0B&gKz`}Zp*hj!_djL0;aj$Y4Dk920m_#Dwjo!n!xyLJP zY7L|KSj2k(pC~6#Z*RXH%d7=ua`01!aQ_21L@&da!x8TxJQnIZgeM=w*U6n??x^2) z7|-^EzjYAbeU!Mnh?RgRuoXAqh}o72spQMyUv!kfP!xC+>{jqI4l1ma;V4dlzi3p! zogC*A_$OM=WoN5`tw(7wg;fe}HkUaok5W{HX-V0cGNH8wvuI=)GB<>aaVf4s7JK=A z8x89&Dg(u1I)0Fr#G`bhr{|ooM#4?>Uy)Cqhi%88fy_-;F_b#Hb zJ%{JX$yGGL@6lk(NdI_Q5+tynL_NNbA4rH(t3Sk#D5_<696x5yN3cJPpKx8djoFJF z%wEj((jaGexKDP>XQ+kf`?+m$YxyB*<$-AJD0bH!zzbusZ262TYn9_O0%Z4>k{jy9 zVyIk9=UbHi;dHh@gw-|=US@kU+oNo$F#ek_JS;byhltH?nFw;!Bg(`Kw%3v7Z%N~K zn^6|W@8kGG9Dl^0*y7J|it?q+5IX*fzir0JI@)ynUB^Fk{8PvCI{u|2pv&>Fj(_Wz zqhp?q#X9EesMArYV*!Jh4xbK1#|j-AbzGq1Tpeq5^ys)y$7UVR>DZ#iG6#jazv&(H517R0q2-$>NU^av#$|6d*$c9@Ch(^>nEW>8lWrmub#UxrO z$_LB+3H}2gEnlQel||*z@(=hA{1uj`XK#}*DM+d1gAd!M`<&Bf&-v!-)BWq8KmP*Y zZ4?>$G(#;|R$kTey6JE=XW4pXu1;mAgl^5UiVIE@j6vSf_BFMrnR#_(b4SmSHpmds zxbR^t+P`>Wv|Ae2GmDKltB!4$c|VO`D2M)stK#48XtuViJGwoi^PFw$IhLJSELcv_ zFdwR1w+*dmJk}h;GS!9E>QetZE<2n;-KHTk;9F%QwG3mwO=Qizk~8ipv;tUWrR4Y< zCQk|8#F`sAvsQ_ene@Z%IKKY|nzd9Yg%gpV@Z{_7e0qQVQ4c1-D+CPmT;z~ zY>;0L=sp7^Mv7=@AgI#eod0$ z;>o9#IDg?KUJX1LS}Uccw)Aa{&I)76{|6JYo{v%O>nC3d2)m72!U#jBtsC2hzO}Na z+wLW`q}c`CCPTkBwx=PaaaA;gQEDR9_Brz0EmvRZ_6Rq2_lndm#uzU9b*m*UZ{()- z3~$%EL9JomGPY{AX{|`FgASjDCEC-Qcq@*Z7$-9MH}gh+;o|Ku!4R*dE6U9DSJ|c7 z`gV~X66(U*qdlFjR{wC`E4&$#cqdM;mv^ZJRW3mZw;0a*Z>{q+iW!FJOqHs5** zB0O{&2N6day%@tqTt^BwaEUt6Wok)%7)L)QFhC8W7c=C!P5yT&i8MOM^Ae&W9rEoX zDP}VH6HREQ&@AB2&d`2wIA_sG5kz6L=%QKJoh30u1?FiUKva(53Wg~HmCI(R+!*Q0 z9Z^|&@*O(lh@u|i8dI(xB6EnT@eo<$s%82)OPDM@WNG>l*(1!3NB$|uf_OkFg%M09 z+FbPJ&`yeO!sI-XBzw_ANOluy7YMO#IHY+<$UY*x9us0;5?WsoUQY<0148C&vVZGA z*6|=)#_cMy+1Z)-@$=hv08imEJQC9FDAjUB%L|Nl8!Ge$ zx?Aym^>$5$Uc+oF<*y3g*Q+Wp-hoMjF=X3fU%0*qTJGz5o1)T4Fj!AyAk8x(7i;IS z4WYDq2Kyoqb>9nD=64uoYAS5GZO_z0Ap`A-AW%jasYu^YW~1l(D-6RCCr-0rGfa1s z@nzt)_q(p7BEvxVZZ$9=F=Ruh;V_If_Pj=z0{$FjuUd{maTNA*gBo(V<@LuD_k`hL zasFJ`g#%#7)#66J@{DK-BZ$qr`w3bY9$hTDz`#1>Kai1CCarm&;pNd`-r)uA@a)l{ zL#MCXDVrCL4wreEJs-(iSw6|jiQ{)x(oSYmo4FI)ri{s?ZDrHP?=2cAZ!WXwq2a-1 zE=HTl;8d!WXj7LuhGA;67Z};~s=>b0k~XOFXIH4DtEx#EBQ+U#8@+Db3%8>!W60N3 zL-;!)l#v}fXV0=u_Tv=P*;2i*;jPOEG!f_Q{PQ}>G}dIlQTb@f^p7H07RfY8PBKLn z$2?hUBst0KLVoBgMoM3hFD-n=*vEckiS8)R!UHUjesvH_a-1y6iuw0QPt#ob59Cn5 zM2vUIN1a5f^a*1hNa6U+M9j<#0%GRrN*DVXb66s|PH~e|`P42FRa~p$dKJ^SK@vBs hxP{xhU>Y-+-Nlf`xW*j~TVqrsrD16lG$u6e{sNQ{78uA&5qtg#RUUy=zRon%0Q$c?MDy>d1_??$)lh%� zik1qA0!1nLQHWU|r9*KuZ{9vV&Aj{l=jSf~FY$ozL~1d!b}Hml8Sli{ma4+yjV{&L zA6Q%L%c5{^jT{xK%;(2N0wT1I z&hDUz1ZjpEE)i<}P&>lY{wmw$$`{y%HJ=kU`ZMbbZNz)!!sJ$ICKzkuAFyubO@TK+dPR70{8mEAIQElh;WB%V@V3!W!$U; zSYs64?=9;s+~@v`-!7w$D?`LN)^oISY+#c+uI9Lg>qC&k4cr`}?$C5-J0uRN!`5Hj CMx1Q` literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/ToolCalls.class b/tools/llm-bot/ai/koog/agents/core/agent/ToolCalls.class new file mode 100644 index 0000000000000000000000000000000000000000..7ed5dde668106280fd968aebe70575e543f1d9c4 GIT binary patch literal 1917 zcma)6-%}e^6#nie+1)JLHjNa4qSlhuBuF=fVr`+6G^TYW4Q&>pH4mLjSmVNG*U4@e zAMwRM#3vsWW-L=jC&QzEl;gRZw4{UWB$>TGzjMxazjN;W=iirq1GtB88D_a-?D>An z;4Rw=1EcA8?Ecu;^nJI)T{lp`7;aZ~`93#X?zN1v*KMyyV*nNFd1&55IQ;hHE2*WzaGW9^?>ryN=Q?72-Op&MQw{y~wMNZ@yvcCMGOLd&<>$4n>hoc<#XjN|nXNQQ5UPF^^BQ?d zswk*f)bT0OVoqc)Hip!Xq*ic`h`&wCb*h{D3}Zs%*W%A-&vVqEsuv? z;r4Q^>xE9+Hobi(a0pX8Egq_6%kOrY_CrVbni@dsXMk%rDQgK5A+a_k$^)RDDkADB z??7r=-1(@d`XZ!E7WB4JYtgKX82teyKR5FN+V3=!uo=Nf3e>Pg?UgK*HR2~C&O|#v{19_*#)^?`pW}6WO-PxLpG2Zi<8T@^?d9QhLtB*3sydHh$Sm8T!Iey8GU_|8sgE~-9I5cOW%&Yz~@IWqRE|j zG+BrycN5WM=@=_Vm>@lRSUtuUN0<|WpGpEE5*rYW;TzhMCZotl1gamB3oDa06( zQbGWS=jucv06_G-QAy-*8EA>ZbD)M^%NbhmM_TS$5U*io@l|X16J-ifNp{3mO!h97y6thVw%m z*F~=WFA5o)Vt8pYVk~FXt($r|5Odb_`4X@AuD71T%M86_`!;~#?`{PmJi=IZt8a3r zYMUZocHMfbxr9} z4;Uu9wT#@v3X(5VHXsqc~?wh{VF!hq{R_bkdkY>9{Yjn9Iir&oAmp1mJHol?$u@D1jYBFhU0jJq0n~9Q@L-c^s>UG@G3*L%T!S?Fg(}MB{EibeI=X* zUkkd1L4_-qW*21JqX*skb#=G5?#tpow5f=HWSIz|Eq2emuPNNrTS#)O^(s|j%^Px~GZZe!~ zM^+^0jsl#*J5*jo(6p(&?ULv+ROhjv;a%JgxCc#A7W@?6W9VxKe$)a=_@D>x<3om2 zBnVaX?JnOT2DM`97P~dzJyJ+&O{2@A0|JbT&WX$&5|dol}hzI!|KL^)0#4Zj)4!95WV5+aXDEs^mGPDhKX%)v!7H+;WL^eWxmiTxTRp7trI9-q6v>-plmtj zT&uBYdJBBfCP=pIR=9nKdzL&$z~k?>9N9DsXVnrG!KXLpH-`N7+s-JqO@|NA1C36HWcnf&AU}jkq=1Rh?7*+cjb)#u z?|AkoeSgRC55^fA{f#&vlVrc*!dNcOGAjE8mo{+uCqfHZ9V2F0T*48&ikC4(GsG1P z(Yb)D0sG02MZ}(%p&!LSqzS^AA}SI#NH7`U6NG)0G+m>;RHBd8b^6Q2qeBP^zsU69 zHM~wY(iF?YC`IddE|K{9A+$%h{upn~<`OA7C9~zZTq2{&ZSrD#WOQsi7k`YoP>;_E zErD2nj}}<(L_nuN-$@d-fE+H6fCZeyMVzAbn4CK!t~W>lslvc$_7>S~bmTGaJi^^g z`^ch^#APyjF|fyx@HsxBv-}O3rGg4QnyuE57vwBDwdi^QaI7cm1>1Ezr`)M&-B0Sha4!365C s@1kEo6KDt|1l4Nv3OGUn335bWN?=gnN^o@XHIbGfHcI|`9xoyPFIOD|o&W#< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig.class b/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfig.class new file mode 100644 index 0000000000000000000000000000000000000000..88e3a895a6bee83fb6a6560dce72472e212f1556 GIT binary patch literal 4043 zcmdT{-E$My75`m*c-M;nA!K9OmjsHpZfE4E?&6FJi6LuCsUL zIBBNCU(uQNp$~m&W|D_|l(T6m$Ppq<;%jXnpE_l;v~SIt6U-dz*+ zY<`cquM_i@l$KL|=(@HfPd0@oE!Qdf9`{B0)7jBwhVup2E1T=WU-h`vNyP zq`Bbw3pLxGC2Q-Z=`a}1R9xS-9CLlMYFdsjJcrw6-tj#;Zk42l7(-v_sVG$%=NGxh ztAYd>E{+u1QJihsAlhL^tptY|5>>txW{l40^-1Y3?$j;8i4BMsLW2HV(8;ngt1aATMM14E|a zI>VR$yJF54y4B@v@r2iG)yAan)k?nW&2z6JyrA~q|B)_d8vRAX4Th@+DpPG}j@$Na zAxoaMD!j~x#rq2ya+G8Fh2q29!rUE(cMgtxcSW-?%;9z~Zh^EM+?G3(Xn3Ezcoo2X z^PuBo(6BV*4cx?ss`u!sA`1+?RJrv|PKi&ovkOsYCn5+`m8(uiZLU+aDO)Mk&nns1 zwnB!vCMEm2@_Hq7lYYHKy*~I*UE8&OUu`WFnVF-H8Fzv%@)L%sk;CSv0`jK@mhlk* zxu=X_W)H^08bTTJ2#-}){TaiFU3=z*&)2xm$=gtMGfX2wNIjT(fI54H_O~qcMhz~s zMm_4EJI^vkXdo2)cAmA9xNbByLwamr=UF;A9hzh_EO~1*(Gw31h9<*ABSfP_dx&ZY zT@S@|TJ^sCV^2gk;zyQ}b;*xj{x(8;O66cgkHwD?BRJa1I2J!nj6hc_BOX6Nj6iiO zBN0FO@{686<%4Q6pEyO;b}#Qe3L|4B1`eTPBF2 zTk}fdwpgu|?`-*kW(n7!8={-su94y|i}Sffqg|PCFPKG)Y%#sNx@(N3r_vpQhf7}4 zF`a(GD}oF*y7kq&#JlGk*@7{3ero*6<(Vm3OwU|-+sNLb8EI&#=J-}sa^g%W1_};bDP04Ox(-*X%dAY-8Oi|H9DB3-UBBiQ`)*h8a57Azt2{lP| z?9tHFu}4!Bm`GUBCdwF-*hE8C*vWH;Crw zw@BmP1CrgObMKMiH^_~*$<-*mFX0NV5>=}@OlqaT2?cu!64hUp)X+yTe?sd%g|SlLYtx`I#bn1~3>{FhmzD;65EtfiUTfDjm`6pE2}xphtnDB2Q)p4#(;O z4L6(ff)Owex+pr+uBiV&MKtKrHSHFi`>M^NQ(Y7>g0|SjiZ|P>80d1i*&Q7ZDG%ya z3TLKm z8C)d*enC$D@-f1B{3;Kg$0|xhv6hFx6KW0;WjuY1eu=9RmV_aZl1NCLmUu&AT_P!Q pUP6=5B^D&^ODsw}khmamQDRA=DDg<56116PbfrtbjX?Fs{{>#+AOHXW literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfigBase.class b/tools/llm-bot/ai/koog/agents/core/agent/config/AIAgentConfigBase.class new file mode 100644 index 0000000000000000000000000000000000000000..d64ceeeed6143030d6a27b1c8ecee3c11dc0e210 GIT binary patch literal 1146 zcmah|+iuf95IyTSj^p&=rY-airCeGhaHx1gJcLR}mePXS3L*8$ZMK#hUn_D56mP(dq=A7BHyEC&te|`S};3Xajtb2jeN)q4kd>Jcp4w6*% zeRku+z<26yJ)<`A=#@vZ1R-D_d2P=Lz1Vl&>>tSkRYF0a>`V1FO`>BZu(-O`_$z*# zV@{Jor%%5SSZO4w?;J_BpL#(|ju*#?@>Gzpzm=%1lQ85glNC3UrVIs^h6TegavF`C z=iKQm*E`LR>nfS{#RLkgYp%d@#s)+|?C&N?NPMBTOo{i~QJgCM4+0wlTU=X^|BLWB zCK|0og+c6WO64^@K z7A~x9TG~Zy9?o<->sn20S8Z)hs}zYu0BYM4XWvA()BC6ymToTBMDMFnJ?j`e09tch;Q4unudUY5_;4}!?nZwk1m@2r zt{ReJ)bIVmzgd?%UyZJ4`%-j6x9jJk*Pi~yURU}{pJeYwU~1^LPh0#H=C@B`6-3gF z+W`gpp{!rbx`4HloTLZxbr7<`?4Q(kLx~309C|i6&~|-jZ1>;fWTe^1YF4`!PqV`0=tGdiJg`%(jpdCyL4xz znDi3&mh^sk>|0M?+Q;@KiPLj>IC<>pL;s?t-|VhfaXD6+_Vo0j9Hg1~=DUC2{ATpm ze|-EG0N3$rh6UZ!b{was={3XlxK?poBbd|F-ZX34vdOt=*VY`z;tP)5G+b^v_NwRV zo>AM&&RdoY#_-C&sYphQA#u&LO>d52cBI@_?#8xJ@rrE}$`YlH{8FK!S3wU> zspvvNK^!TDxVL3;hFhIu?OX&3YPz$Y<2hsKr9x9xy?d@x-}M+4qulTMB(2IVE!Yi% zYj~!ml}+vyM-OZs=VkEz1y$D$G_|*)C)!REZU<%F^&Gc2*THNe@Fj@>hAv-25`zqv zPAJxBTeZUarSJuY{zFO0T6%q>s%P^IwJ4-^KmGY*fC@kRY;+D&K2(8|8=%Z8_K>J>`go{WnOJ=DQ10>j_hQxnRO#FkTC z)a|Ne@NC&}b{e}UG z>7@Hv2TsK#rWE8c&2awUI2|)gP>~9%7WEE8vL1So#8rlL)J7#jI(@@3WE2?AMr}Ip zy84~~0U6gAhQgdw9LpjU^zn8fnlBL-;rh8~d)0i$xa;0DHuZ)@s58*sfi088(r8J= ztC&~t3T_Z!j+6wJcHyQ%*ViqEzQ~=(n2aw|IMfMrML7i0{Uhy1#n&xRL`4aAdQikt zD_lPvt$i8G4Dy!FSB%HxUu*Mk*&gEa;HM(7n)IZF! z7S>$G>kOwtunB1lHzJS;t9L}~H~=1HQ1K=n3jBCPzU$R0-C^w+4zW(e^i_PV2a8xI zKcZ{~b=4W>vSwD#UasrAmpflV*~6%r7l6r143bG196H*OM_p!6sA%=9*`$A}NgJ|+ z?h*&NvzaAt)*Oa2S#f~|tCmz>o0MNl>Rf90GgX6ortLojTCDwThal=6VotV<(D^(t z;ro>E4br(i(>kXDSF5_GlbBR*#^}&X;){tdQ1m-Qe{6~sNl8^o$maf&tRf9a{%8M5 zFipn7k;ti`aBE=y$)q&FZk$dhQqrI_5&PtKiFh)e>bi3wm7ujenMfu5QB8FZCe!h> zG|@AmEcSo$hlDDuO)|_MWc_nqR}>hBudWx+&4Yy+4G&UNwTaP`19%YVAPIWbPt6?zq+tuaydrC*`%98)eQ*x_At=Vm5 zY$!j}S+aG4KW75P6PYYc4y{K`#wlK<6JoBfw@WN}O0KNrhx6mJlZCvJe|ctVc(O1% zrQ~O(riUlTrwX&vQFMN~l-z$aMDlL>>Tq7T6pYj3Q%dd@y`JL>PL&$rblJ3xl}4SO z>TBXc5l7sq=+*<>HN`q4X74v_&#W6IyJ>Qh=m+oZ`RFar(7kHb=sY(>i=96za)`5c z)zd3G%Y+$$RkdW>hPzssoUrl4-GsBJUXO4b;EHyPQQnCgBKI0 z3s|BDzW9sL(V_P~t$#?XS80@JRL9cYAK`Rv>_eRS6Rjn@N8btJP2dXNr+I(ChcwR8 ziX@OkAMO8$<}#rQWSS796Jy+0{Tc}fkU2M&&XDTy^m+Oo%Y6(D_y8~ek+vc$Dkgj@ zLxISFm2()t45=kG7{n||{MeT}ho8_W{1aw{553ZX4}vr(9;-y5AlU?Yq!MjwEd3?n z!#;}3vAOX={Li@l=6Fi^2n!$L_C6L1U9p)&CjJy7+ z#v%-|!sZZby8g-PhN%UHno=qsUmp}zonw3e?p#5%= zd7gN-s3aFL2a|Rac#){v*rC|P%tD>Y-iwE@X*Wi{``&^>yQ278*bR%ig{zcgQS_e? zU7?w1no2#@-_^ zj(70QN9g4^%keFaBu5`d7e|8QIgS~Q0ggeAZ*zQy<6ZyIog%&8qtEw!`5)j{WJ{&> M72nmv760{KvzlGOA_Ue712Woxw356!K!O#AB>`s9fr1nqAh9yq9Z4gtX5^h& znIqWbw#j{m+;I-)Tav02HcnMa@yAp?B>zyzuV-fu9YzpW@*x!oO?SV3{rbK4d+&8O zfBolse+F<0zY%y*Gg3>IHJ{Svb#(Zkrux-PfpSG;LJz|-wdcig< zbIK`bjy``g;Y}+L0%ty?Fa>^r&`HBIoYMjWZDZTYlUj{v`TSYk&K8VWy)f8*MWA)e zD$J)Ab!WDq8K#}mOw)2ShicoY3Co!%=JSKxXwE7uYfczpfdfmHlQ+!N;_7nBFde;M zYWY;gbP8NN(iG_prHy^h6rl2d0oM?0=r$hYtvAnpxu;)DL5d|;zdW+%IAr$8%HD6{wTRx z1fHo*PZ_uLONF!goL0=!lTEb|Qr>bf)1Haq5L#6{hXezmEhA$jh{Gxl;)py%I2<{SCA4=7BqW8zd`-{ZSB{h=s|A; z-RPq#rb})t%dU;=D2}0D@(l>IZIz!}A*J91_nX(92__9KTPN5{kSGRmQbii4sF0S+ zG2v?6<|UR?^bB5zAc-M?9aR^Vz#0)ayw$3jeDnmxaE{(v7xIa`wmh5D61@VqJt5Tq z-!dxQ2z|OjxkcuzH-gx`hzlxw$m|T^qQId|y3|7MW?u|rcOXD|bONb9voPj9J!Fab=5=R^!xl3#V_c=(X%m zK3UrG@oPQfYweULz!YQZb=ziO@lZI`ww>(9mE9<=;}a^b;gbRv6GlQybS-Nu zT~Bt5B-Uq!Olq0CcA`f>WCVN$>qc_Rq}Zwe@KjO>&~n09n%MCYk{ncWEehCa|w!>?Z7_So+3AEetAuU<1tFWXgk9!7IF^Jf0^pO_wWR6v(GpG6Dzm zUzqSX@@^Bw4OtD(;wG!1hncsF!0@JHcY`9E&(DnvQQXF-Wih%#aUU{>dSvh@-VQuf zH#&6V-ZCO;FbTN<(M@owg{~Ak3O>&$DCdf-cR9_`h>CA{)z8H9$&Zj9FnX6rzhTG` zW%+W{X>RRqLiIKI+`qNErEb{owIs({ys4(OyS=_{F}$-O6!SIvy8Z9J6$*p{vEao6 zu@J{fZzvXa+i0w=IouFv@O4MJ)eC#y|7|ELcjMVIRI$7Eg7Xwd2@Rtik<#ied1I$r zy|m`xEn`LCxyR@E^Gk02)|9TwwRg%Y7P9(TeYQA%?uMiD0&JPwGPtVci@FehpBf*U zRJWC`j=DE$H96H%?wwaVT6$WxUs+C!f73nXCkc1!ZJDVizfGG}&*17+%}&*Dj5;$j zwJSy)H94mCwDxok^rm~%o@4!et-a}iKDDR6?`UgpXJ2~YXoWgZLp@%#+jXRx{BIji zy^oz}?UBls+M}I)YCla$4-9ziaZ-}!__7I%SUJYf&N0K(CyL8_Mor60u`JV8R?A<} z3Wgke#Kh&I=@`p;##}XQgY?Q%NU5)~$?Y zOj9q6M?;*VI~(@N?;7@}1OEPCJdh6k2?wvn12OeoeB>Rpts$9K z{Qcp0=pmjLNY};d9^$CLeRRm)agx-y5?9xdPDj%9{{Cn@@&Kpf^)nAK?88fMKl(>p zS>w4d(b1KB4<82};N{;_0Y84q?;-de;W$(UJ_Xkl@+sIa_@^MrrW^E;v^fctwhhvd z3{tp=QT|@#SYx}0F<7LpaQq5Rx_-Gu?yL0Z3_iu)6?#R(ET6oicotdYC@sbRchET- zMkoC}hk5!`_7-4JhdsQrEOItT&%TT$&ITwuiaeI7Io((B_#HICq>Cl3nX^9pjC~)T z!Oz)BtRw^yk9uDP4@qj4*K1NFDu1N-deZK7HmrDfO!)f)UFo1iqpKE-kiTDv2TNdt z<6#esaoLk#)Wt*bx-}HiYC7ugkHpo#z`2iuNr{m25U&b6#4Qhq&Ku7xDmCzve)wfk2~&mfxgFZlR$^?3(_0d zlWF`N#Hn8a-woB_Ez*7X9)3w||9?*XkDXKa716!SNcbY-=S$b&&)|&=-pnvUzRVV1 z$>6K_+I0vUU&lADqu$1D8{f1Mw$W%KXd`4}j}6mClZ|E@-?A}l?iJ;Dnq}ua%h&k701Ge##sB~S literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy.class b/tools/llm-bot/ai/koog/agents/core/agent/config/MissingToolsConversionStrategy.class new file mode 100644 index 0000000000000000000000000000000000000000..b9d6085464bfae33304841c0a65e84f0de05e689 GIT binary patch literal 2546 zcmbtV-BTM?6#v~#$c7ML2|_8zm!vch=%!d(ER^z5TY?EiKy-$uOW3AMHoMH;8%Ez4 z{{dh1)fau#869mO9OTiz$#Fb4*@OTcs5-N==iYPA$M2kb&bfd7{rYzRkMJ48V{V%z z&nud|Xt`3D1<$u?Yg)Q5?4p^sg|OY?w&yuw#dD7=U)Y|zC4DZf;+HxYgK@x*xan}W zXg=RNunJN~h#@j>yS7|lc#z6n>qVJg;g0jf5(VGhv;4V<9fq--=NHWbOYZsHc7@4Z z*OOe5e_^hBa=qd>bL8lS=a;#RBFZpS@}y(C=D|_fv|VZWE_ckVD}7S83qnVXp{MZD zDwG2K4es-@MS={sQ@M+Q%r$W+WXc2KiX)Ep7~0Um5K5_i3yc`T=wi6{UqX!|itbiu zc!wb@U)q9U>3Ta?Ukv4?ooOK$jH`A{;fp54P?m1XV=$E=+OfmWpLm^oX>xrqjV z%d!meUznP2SZb~@sp`p8*Iv8wL+SZ*3)i^q2qMZ`LXa_r2HylG6}~jXNTWX943H{$=;{!3 z++pa-1+AaAB;V(flb%*S3elv~)Q_nj7+8t;U)XAwq1FCfhHp-er(#;47SoKA;~0I_ zbu<)E#UH7z8%N>jc;CtKjFw>!wN7KXGZ8Vgek~I^{Vo!YhK-iBAtOS2eI{Z=t2A!3 z_D2)pgqCT`#8$`GI*d5++v&VR(anyU{^zG(g~^6SAWnaX&^*!hXP81ga4|_utxFTI zmN|wNsoIL}ydmCPnAO9JJx4Qa$#JL)f_cKwR@0eQZvn$fJ@?I)&XxGpgD6SXb*wNv z`@e<)KRQ05m!WR#%{5c)6&=rLo~jNbqFR;`Rj=pKt3lr>(YzekthmxHTUqzW7WSTF zEuB3-%A&VV>FLbbuC-n%)04H$Nrw6-=M}iK!+l%r17`A~t;V}^&S>kFU39susKmE# zNnR-B`C(upo^@TzUvan)7F}^{%d7YW>#41L-VDs|Tml*%rFSJu>0s{1u7G^e^c7iFg{G(_iUDU|@sRy){{)H)uy%f&EWt zty7~Z2VsUj+$1-f#MID#&bbn7*8(IpJY5*TyCkmAd`$|fO=r`IAwrYRPyKJ_FGJDmQJbVJxuP7wMF!#d2~Mfz0(>8*x6Mv#*j#x2~( zI3Cc{JPT~L5!fsSF-S}{VaHQJ|$eoXXJ zlGl*K4pB~~Go*WW7ojX>vUop>d-#AT?q>@JwVhj_S)guo4fIf1A^w?K>i7Kj3t<_W%F@ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber$JSON.class b/tools/llm-bot/ai/koog/agents/core/agent/config/ToolCallDescriber$JSON.class new file mode 100644 index 0000000000000000000000000000000000000000..71395b3f9ff074220e4be6822812122bd945a496 GIT binary patch literal 7012 zcmeHL`(GT@760C4VU}Tuh)J4FjH0ZO5Rzq=gan9D@-mwMK_H1S)i~@9WMG-WommpC zkEqqQR%_qym)17czBINZHLazwwXL=9_xr!-k8QtqW_DR%$r3-G{?bqRFmvyoIrp4% z&->mt{`JbM0B*uR1h#5MY}~R&W7?>0I(95&Wp!`PsX1bd#)d2_vrEflcI$R3YYgkz z=>EZjeF}s?-Iz9|#WI>X8ap^Vrl%YQ6#|LNC#j%PplZ8e8qN-Zil+64!%z@X5k$2> z&^ck)0v$bGQi0=xHj@o6K4hlTK_xw{5B+*6WQ?i5rz$?^<65l^hy- ztn6rPOm~K}nqk^8%``1Xa}0~~KFjILk&J-i^9Z3%;F@vE$rxsAY-%EAn2w$`wM;B& zI$5qaQnrG6ffcC}dTQJ!(642+37v=nH#YUmSAJI!WKa?r?UH(2juk4d!b<9KzipWU z*Y$XOPsMCKYiJqcK3B}x7{A6ON>>=G5UEB0s|8xhAbW=2nKLqJJ*(hq6>FuOXD1bT6WY9VVl4*qU^Hho2KJA&w5&@ z3}??H$hZ?-(rnvl-(l$=VeF8QwYXW}+A>5GbkiNkebDz&J!|(`>0E|JYg<%?2^YhT zEm%Zpc44=Qo!BFALmA%rTy`tfv5T2OGa1DK@uh7%T3AA+N$ju2J{%BWmX*Q2XwZ2~ zXBR8z6;SgLDntH;MYnxmcE99#5dA9paGSt}(meCnZrIc5HAf%4SHU37t(z$;tq)mV zCS8j?*%2}`4A3EQydYfp@n;OM@yO`7Uks*7s(p~x;@EMs^^ip&!f0Q zy4SJt$)?-34cpO7=72i|o-P%3OJ(b&r<`MCVm+i;ykkFoBz=v|P3yb$5iOUIv1B{h zT*|Ssy;^o$&$=mE!EqIL;ck|MMda{Hl7eA@Em0$?MK@-2XQPbXg|#_4zt~0NQAWQ= z3Iq)1o%)42R^VojsvD>>)IIwxodf+dD(mzD=Erl1%^7WCIIYQ9LSWM(E;W{~KOSqp zq_Ai%r)VS5d6F?WTnPISV@lvE7iYfvhNMKtU4+n-mdWYvw0Qr%n+h~9=6MUdfjNzj zXLSV((E4J%(_v|Efxe}+86Nsl8ja>lyNK7dc;pmJsW^#7`C@Lbanpa+6)c4NsKMFn z9>)E$2AsqLRK=yj@SdD*7edyJ!iVIt)9irC2zH3cOu-`p_g_{3&Sf}1{@zlwy;H@b zc#O^OWkr&wQ!kdf-*U9%sj!7x7%$$(xe>FOJ=l_b(_74Vahsf|7jw~8Zga6DUWmAS ztmSKa><~L~Qc^t;Wj+Yusq#IJPe;Mi0$19)v&Stbe(qxnA8fiqwxl1x2UWZuA7UU$ zq*Id_BW1WPvK_`pypJEHzk21%6-L3w1wzTb!J+QHU991?`7G;78pbE_scL)zpJp*A zmtOLlCB5w_mSmneRQ9^nl1Nx~z0Yu?#V%T+l=+}Kd?AeY;z_ywi&s?POLcfs;QHCl z+%TuCaXr@K=091xMl_lGS#7_}{jrzN0|eeIX6diviW63PpJt{rx*hGYtnu7riIP*4 z&*v;0x_449Mqm0zkL9J;7MFIPvaCgehNCktd<9=s@dCa^t$dwlI}d@nDKs%|eH_V| zDesK5*Pq3?_C>r@&jadNo>fYBFa^hzZT&ZSERY_`%H!5pfs5PI$Lz^a+ki9oB^Sse;oe6}hW3e;8XudAzC9cWb&Rdpeb)%#Ww zq834F_N^RPRu?3s^7f051i3Dt&YZsZd{tNq!79DEkaL!PGr%o26qc1f_z|VXBe+ps zHONCLZxh&P7kaevg+z8e3f|yaIpZMRjy~okK>n7MhHb-w?r76E3vzSbFmsOGgH|q^ z(s%2_xzRnRc-*ns@>AAIw`&mMpM$;K{c0(K>H)W}SDObL^0U3_hK6`UN#uNqT)Ix( z8w?UmG)N!!kAHp&v$-L)j8o2Aalj$1wuTXHT%TP$w^iNCZ!X$qm*p(lqGuPixkrsR z##=fPopCkM(U@pSbau3y5cXn*`C-K(!tomFNsLlTc z9a6}4N=eCD68@}R-R45JwX~`2t@7Jeb(Pv+d6Bg>bdG(L-JW(%5McCKIOwDWUkw3Sq={&+N4)qY{Xf;f=oqK93!#_a{gQ9 zqbiP9a9k~~gXY01iOU;0LVrh$7)QaeviTg;mpBRF_k2qNKqLOZwa0P9sz-yiM4eWOh^YIH~CmVBsh&*`cTmxY-yRs-XmwxGmU{63~ijo z?ZkY$5OrbES>3L7)^vtDYde=+z+Fcp%ObUraHM918mT@9Z3d|qDQyM*$oDk}{2SY$ zCh;*$$Pru3_AX6+G@;&FheLIL<4i9q8b*ozD*3 zjDFlgXgBUAj>h*Wzl?MCAg?eUAswmBN$PPu>X3#`?X4q+5#sUs4ZCrIuqqntRu~wg z#>2RS>vc-J0=FSUSdhQ3!USPKVy}cr?0`G7NLiMm7koR(Ssm`7y^0;;PsC89#iiK< z9OQgcK0^_f5q74GDNilQl=sdtq}+i`$)9H6xZXvaZf4H4rIF;cWsntJc2rgc1wBY2FrG{ts&7vXd5 zcq`sbn6%@5yvMiWodr7%`F1o5b{sF*QO@#qJX5ga8QSrQOWAR?Y-EWb<9RRLL5Az{ z=KA+BB%2vGA8xLg#>dX$Gt&9J@Rk8w#n`VwD~ZR8!hAWN!e@yW!sqySG~;wO`4_o> z07LupFXLJ93SI_+;yk|nGSyHKjrvlRW%wo z`x$?qpJ2cyFcgfC__}KVs z{0YVf)4-cQ%6QhcT$DhQ-96{be&_zpuirm@0(gT0p(uT~8AWwh)>UYPs8!0}m^+5wCLTR})NO2TLts~>M zl-8Wh{m_&71e;GXY_8k@-6SlQqPXrhl&Qqh549`9Ff!8k5$om1l-nGJFmbVtJ*C@$ zA(V%!qz50Smhn z5xH*1;V02A3y~3-!>MkkC<^qNGCR4Pm=T3k(aNP+j%+XSiFM(`-d;NWPTkJQS7ABn z%tC=qzFFDRj>X#&wIbo=*>s2BHFv}f%%6E)y+TIW{jCyKZvbD|H(_lkaDOF)^v?cn znK0UGU_Bu#;njd&!?%@B;@Eh^d>S}k-Pzw_Z9FE-T@SRez~v=WCM;hMJs*ILJUb=S z=dlgr)Ek72X9R0N>&d}gJG-D8O=kP-UOO~?OL^h3ul-7(-k#qSLjK>sA7w0C%Bc7f zY|INo6>kMnYo!U!e$b)QE*r)p;KK~cqV!|Pva33N~7=gw1bG9tzlFf3BUz_hm zVlW_s>@@(Su+I1=9C40evzW#_TZ>i}Pgz@Hdzs}5%MHc}tiomKad?Mwj~*c9Va&rV q54UlLC2}6dF>wIWxQodHI2!jf?rV%_JkXfZnAXT>%xKJNJp2R7;cm77 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$copy$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext$copy$2.class new file mode 100644 index 0000000000000000000000000000000000000000..a1279899ea341eb275491ec43c5cd56a990ca47d GIT binary patch literal 4499 zcmcgv>vJ1d75`oNv6iC5O463PEv*1k+p^lb+Q7hRYvQ3R4VJ%(D8?AQD z?#gk1l9czmyvkQ*V1^IOFcTQ!WXJ&KYiIbz-$VG_-IbqmoMb%6-n;jnd(XM&ea?RL z-@p9>z?=AuK*2Ees^e62qatnJ(@Tyk!#St6FV}p1A~&J-Cc|ZSq3#=tmfQs`IV(52 z&u9<=|ISw(-!g4Q%c=XOEj|7EYE3su&b19oFV?*kX_xaxZLw^OHcqP}OLe>Cn~v@2 z7o*wfvBv&3YKj%pt{dv;*s1*Ch%h=nn!j$W8oFiJ6@7Z~x-9vG2@E`mI2u|7UXC#K z5lKV4K>L_!oBp^!wfC?DI6zaQeRBeT|9{KB>)VVEJ<@!x&lWCuB}*7xw}C6APxnN zn)a$wl~J4tyxP0hv-|df1X}V+wI}x3IxR5Ra0q7Rt_deJY?W*Ljp zq7b`EMw7yy^L)oARut~GIZgj&gX`^>^p8ngQ2vqKs)zfOa1EbJ zq6;smaLEb0zP~r^f1ieT1X6)Jg$B8%k_L(OHpy7Zha3IFXw#4`U@Cz;rUep#N*tF| z>F7_SjR1*?_&lyCMHG{GF%)uEK!1E812P)Ekiff&q2E4bkUai{TlRmH$L_X8C~Y4z zRtLVQ)l9>esfvu3}L@V+B?DmTs}dMcCG9pe@@=uB4;_=O4pG z_7;#GJ|r-65RtJA8<+!pakJN*WoyWWM~M?pFeY$F1$Ft3O|XD;dzC>DiB*aorI-gEry$H6dEYo z8i-hJRdot6H3&6;<+Z9NEyQ0l)r>t$tjwBva^rS;V&irq_Ixb0ar=eXkhqjkTW84W zm|;8i&6-p9*mJk4M3KY~FeNawe_${vH~9k6@FV(P)6XDMo@B95EtEsAo-*q@f#b^L+#yZzd#>Yz|K~miMmjQo#n2zQ0{#_@>b&9&nC0_9|9yOxM~`3nB1gW&@Wp19$Ouru8m{)^T~htK$zi+0}7}2j1SmctKIHFg)L-b+vc3-NTpeJiyiY6JNQ9 z(m%;_3x3Y=J+wbWH{u#%8kPv)FPOaXkUEOM8Wr5w5Zrx;fyPz<4>2B6ty>5hs}g^T zR*3RaV{;n{e!<1dJk)}>*qENf0^e1>KjiyQe1F8ZGNCdOO%a)}7r#T9ZoxnVW1M@+ z35Mx5>Qw3hV)IJx{r6C%-tQ0=IzmV#wdn{cDD#WR{3fX}#3O2F`Bv0AGyUsuHW2#@ z>g%|%n^@;2u}-XQBUVdIkXYnPI2{p-XZp#|I=;4>Onj3}oMe<_ZTKZ`KS9J{{1`uB zI4EvFlE32EO6U(GzFY8XLSoe8hkRe<>?LaS;~oL8EFhLcn*aF30yjUYhEJ)X+oP+0 t+QX~(IsK4c75|M8tXa$E5t|0TqBd#(VUR_zNdQx05VeW~F2XpJwC+kQVqvvQwJVJ4 zwsF!&+Vq{KkN=?O^i$eX+d0iSEuZ?KpW1(@r@vXP#8U#AeCnyrnVGAZJHNSe@11+^ z{^Q?&`73~%_?^IA&4{hrc0Q)%b<1^PIlHKrX_A(!Z@IDY5O_beZo8&oNjSUY8kX+F);0?;Ov!PqdDXoxQ)ue>u6tv;htrrw z1O=}6J8H@sk4bnH{3@R{byXw)zg|qLlsZ5%Pw+9 zy$vU^bJbKeOfk~4AjF&h*M#Sk$99KfJ}r7N)r(-nGz$XP>v+ySlkRf25Kbf1i~!CE zoQXKQd`jR(9mG1m7(xqLC1jhxDMESZKcmd}m(0M*9chztr*97j=f!TM> zx@sH=;WKzqqIU{Jx|5ZVQQMJ2IE9NU8gYp_m*NP_eM-Vas^OAxshR(By0NJj1x`nD zc45QRWmppkA0;GhXjq%}y6(qQfmgZ@2EU$zQv&^mVDAahlX|w4PwTF>thpM+6e|L4 zd!v5;y32W!&0wQ`1ces#O_B35OTWx4{pHNkPetoxnxvOm`uCz8m01LO4n}Zhl%iod zM$U;PtK_t+ASTd}*WHQPx!HU3$(h81%)QLr#LQ%3Qs7+oAu0(WjsX?d@Tx$gsbzI} zuVe_-Avk1OGo%xV2XbgfNS{&6vTL1zy@I3X-O& z=QY#2X<{pYmg)WH zx1Thr+fUR$YoK-e$%WvH;+nXl%0+tj=~2zHtw#mB1&Z4P-0@)M@XVPmN~66>3WD4adU=IZt|rqe=rF zGZ0?U)^#a{pB?txXo_pot{P3L@t5OQ2ZjcR?L2ZpYz(FENoIAJgIYV9eT8DK#x z8uA-=UUn?dGDhCgTrazyVbaL0r?m}#ttG{e+nG`!s~7#5P|~vW;)JO=j?R*(C1K@E z+hI=N16Z|}nGDP7oiZf$xx;iV&^cFPR4V8ThGWQ&ZOgJ*s?!Wayy&kbt<3|gEMEew zSosjxL)I=pYpbmJy^)2wH?q$5Mpne+lAH`b-1$>d1vH?E>Z_1W1EzV~6b8i$7~*)7?H1c@q_M!cMUD^HvTV!T zxW&209N%Vpm+d|7ml__VmWHV1uh5u{+|`67k9th%O^*UT@bw?Y8or9JQIBmhIQu4@ zq&rAET>2P+MX4pJ6}Aqx3%$=_Y-9aHu9q#^QRb~$^b(|{gm0-lkr~~6(`BP+`wd+z-}L1#5w`3(RUACzx+`*575Y=4dYkdWO<|nC2=>GhyT{6}->W+qv-; zeuy8T(~}1Dv0rgM$k`wGayL*%($l)|YmWbWAq>Cawcg+bKToB+;_#l`OPuMET~v0x zvb*Z=ne{p7$0mL0;Sw5>*h=D265qt*B))}jC-EJ;wZyMEJi*&b2sn7h!FTanZazze MzsL4tZ}}(x0ViJkr~m)} literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$MutableAIAgentContext.class new file mode 100644 index 0000000000000000000000000000000000000000..4cb28ddfc4723927715b7796ba3e41cf99d90b25 GIT binary patch literal 4652 zcmdT{T~iZR7=F%XNtO^{iGn1c_<;(6xO|HZe$rB+0WBy>>DLn0u#jw=oDJ$#ozAp( z{SBSzRWI9_qMbU^VYuv7e?osrr|;QaV-nKDbi8P1GUxj|@AH1{$?t#t`Wt{N$T7_8 zrnZyMXEZ%yST@(v`GVn&X=vHTQ(L={ydn1H-08q#(bhMzM&)V%j6vPjcXchRTN&-n z#qC%uJo3X-tjKq)eCygpo0t-22<76N|ddv2#^es3L%6eLA0TrA;ilx zRG=~hxb3i45GG!O;&=;=1tFu0VXBVhs(f2!?hq6lZ-s;&hUq#8b!;Dkil~6-Wf*G$ z!gWLlVVn@RPcodU6);8H%yMn{K`Ni#3E)%^r-iou!V|H;aHgij@=J*j&SF4_IL9E{ zTP9~%sCmmtil!2Q;=`XY>{OO=>(b!R+oP7bfFQUBG4tt-!n`!#mWsBf^Z0V5R=VtaS;R!Ih}v}jDc=@ zSxuENPf=qTToa|pw2Dq8NDP&wsaxjA=U+CuHXDEYP^epJ6IW|97^qjfsBnpzO+*)K zWmNNFJ|L_$FdhIw?$k4QRiUY`T0_%2_3cU!v!L%udHH=*w9;;!p7%y$0bHk&`NXuh zmJNN=tqu1|ZW1-S#-&6<3WvQP!cEMHD)c@>8yP0|IBN(lRK6OaQI-~r$5}mXF#OSk z8Ow@Aov^Btcum}LQ>2k5HM8Q+|FcSzv0f#(Pw$t1O1r!7D4)DA5Gi$=vA}=ZaPLOv z#<}LC`(h9&EHNArsr;Z|+J?yG5bnB3_Yp(qYey{_w!W#`Iu#`;x9g)ft|S^J8Za<= z9Y{}2F&m}P<``o=`_C^1r5-6Lsr%1^^b_OCPEtDD6N-;c(Md&8_Mg+macPv@><{}@ zDJqTnsF$g4q25n@;NW||tSD;ht#-AC=KIeV4!*fgi;^0-HKImosdrqVt8xz;_0dRn zMlCe*JEK79eBW}^74h)kn|4BICxTH~394;pWF@2?p>0QU<#xN;LEEa@N!t#g%I&av zl(vtlUCZriH<3C1@Zc+1&?E4JAN(hTea4xvTATBA;BoQKfMK**-v{soy@G50X&}#4 z{)@P{V>9$F7wK!8Gm_S>$xZQ3bi4+oYMF`T+Hkco833qjzrAT39?xtJYd+-a<$c3_|)AK1a^jaJcmsbc}>M zsf~w^QX6}T?%41iBC(M@^u^+P=#Ra^>9va|Xg}r(zy%D_45XT?kQfOyBxg;K_hF01M}5RlXj$HNVu*lT&Km7dD4`|xGa^6I zK!V^Qj055zWQN=Wp3HL7bz&GJ9?*5_h4j#H_@Yo)DEme)f#>(|y4`an9YTmZP7!I1Q z{nZ>@yjmPZ&{lE0MByVl@tLGp6)x%`U!Q-4*|ivZiEI0~G5i7_RCB)OaCT*Mm3-BO zd3;DROoEYcxs*un(Y#9T0+OEGJOybB9f-JcQ)|N`aUuE+iH^uGu>3}L&>?smJ@g3? zu{Y^nEXj|Q;yqG|_lWpYO7Ttt9CotD?$#l85t*n9s+FyXHy^gCjZ!Z`#|A;o(i}u2 z<@Gz%OGqP2{nv!BLe%c9!f}@4gpGgdH#5jgIMmRK%QI0W=agGU&NscLwX^yiT100t)W;hlcv?Rype*;a4 B!dn0U literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$fork$1.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$fork$1.class new file mode 100644 index 0000000000000000000000000000000000000000..bac9cca3de90e493968a8d581039ddf091d2504c GIT binary patch literal 1749 zcmb_cTW=Fb6#m9Gc9R%L!li`-3XP$OA>KeKlsW{`1lmq8m@|LZSY%r94Fn{l?s#sHGO2AD8-q#&ZNO^zZY2QB~C|ys92Y2 zZ(|qso<cg;qYJ~eJf;o|&o z$1V(SDb!kV(g}8r-%hl3X`r2peLezda6gM8y&V}g?cDp0#a>SGR5>we7WpbZMOl(J zuW*PKOvJ_wtEl6W>|QQDXOAnK9Uh#$eN{n__xfl9Ujb+G+QAhY&P5f|_-q_kaZRC8 z8{CAG`Y!i-Cb-b+%aj&`C?ULz>I&e4QFvwrvF%E0@s5$VBW~+xQzuq(`GXLJu?^dC z+Gh#z%)^WiPtSy|Z&OS0>OVDLf&MLhpcCCQe6#i)tA@^*WG&KZYS?^7@49vrr`E~K z^CV_RjBmtQ(l+<3xIgvQ=;n|^EU`i*Uf@u^%A`OAMMf1O;M z%!_yzKHt_q8Wiv%Uy zB^~FVD1sr~BP~fM;A^4+W#5p0OY{MAF_v;;Vhe>3)ewhqWQ)S1LMDYwrEH{QDURa? XNvN<&gPV332-kTGQA_ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$getHistory$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContext$getHistory$2.class new file mode 100644 index 0000000000000000000000000000000000000000..c72a5fb487570fa287ec6b64a7864e1e772f1f37 GIT binary patch literal 3370 zcmcImTUQfT7~N+Q48(v4YSns4Ym|@xgO}C|QHl_1Y5+?BYiYHUWC#P38Jd|O_R4b~ z?2qVMpKMo)uDVvsbN@~MKv(xkCIKXoYFCprXTJH)nSH+Np7ZD5zx@v2I=&USt{LjG zZ5LFnpj)n^=IoMQl_^@TzUHbUsS!ChT78TZboZ9wxOVAL%iO0kTx4uS(AGt`qN9=s;1IHQ%%!@M7+M$O35y+xN4C|jDtE+y${{s zzxtA?Sp{_}yQJq_>IC{;#pM9}0;jw;nz$XnK7oA+!!q0(0%xMNC^d0rsCQ04-)j|J zZXV2kkzTqg_lZPPdz%wNEA|J`f{=jUT{Ikl;s3b1!2U>%i7|DVKY{RGRtU5k)~da% zdle^eF1kB^y}MNc0}Zfu6!DmzEf*$qSIcXz#tIM%0ta`t#=x>my~)eq#Q+EzEsDHy zl|~zojW$qiv;o;@RheR?(FS&+?PxTC-rW_)1}hnsW8@q)RTpo&0h|&z!Zsb9nx2}S zNlhjnWM(sWl9OY}F@ZzT2L6W-##=$0#@hldrk2&E6R8j)INJsV=L8OT+fVCG*>vS5 zQGpJ3v1C7-vc@&TESGeF!;Qi{7eWm2AbQa!;7dma1-f>pAcO&^ax+d}ZeF!7rGNk~ z2(;1jJC%MGI7w$~SYD6k9aF7N4~1|E?*wrX?+P4ix-5VzEJT8OtiZf>)nZuZ5@KD$ zP!Ly<5I9}onF?j3Oj9ptX2#WAJ-L?CS7apzz!q0?nrVhzJKR%ZNQ-(;IIAzPCc-_{ z67C5x*+Wai3m4qgP)fQx(-QMEldXOD; zyVU_qupL%4vrMn|RnsC+jJ|d_Yo;{WkG^bGj`y(<_~C!s?=`=O4Xg~|7E&^(8McbY z6f)ic%nG!oCNnc5lcPz}b1eduWQ1@RAGKi)_d@7Gw|swIKv_922X^w6MisFuLJiHi zgAXO#XKaYtmfN^nDX#i>08->2q(@KVxHT4-ekV-Q~!P49cwYQVQa?2Ci ziZ^#4&4b=#xtP^Uo+gyCEWI>pY7R+-UyP)cGi`?y#mFz(dD@(@%cYz?ZbSLmOPlp~?tO`>XrTIyW zSM0my*%zjD@6#Dpt866BNxPCSPm!MNkN=AE{hOG4LUq+q3CSgON4qgq z0g^iDvf{b?0cAFY2Ys_*9K#xm)0vq~C_m%l4SezeM*Oz-NOzQZ_LX#=^A z{k7y{opaCQ_ddVh?>t_8`wK4t*d$^C9cDZ>kxGrn%yBE3k+IQK+Oq4cCNtKtOl)ia zR@Jx7{`5l#gpQa;%~--rj>mQ%JYtPz{HPJwIA2(|n$q&4R>0R2PsTHwh4}FL0XHC4 z@@PDrN=}lDEIGaTrtX1>R3;Hm#?scI1c`~=K74%2>K-U1vfCB5W?V6QC_bJAPG0$? z$eUwMp@0Skb~!StHi<06Gsm-t_GZkCwaZMBi1d7BrP7>H$l=~hI-VSNYjKn3AIGIh$~$s&G8U)BrIThN)}K`T$oQ!AV}Zcp(Zkm0goA63nKmaa4iso! z@1o?q+8v>^><{7!gaTNI27!fI;r+>}>5MWH16R`iZ1o#hEKrk3Od41!5R?VVF%S{( z%ZwJhffWL^>FH$un1QSH$TamheteLG8CWG?OgSPouv)+q=eV^5yy%|MPP}$zTUUlCP#45XXlR&#G=atMdh}Gy)FuH?SYs1(iu*1!=bHo;|OlMg( z?V8RgD=c+rw+MX9-S4LVwiMeL!i%9rmieh6$pjA9lc82JGflO ztxVQE2*lR6xFV^nxIXj;2x+H4tDCwiO!Q-bL58Tes>rj$_Eu8hwt1+@;ZZyB7TfNp zGx0=hmpMfa2eCVVUD(5=>d-*&SCkDK!d@kaVS%OEt!M}X@#KUx)@RDYgyqNn0Paw$ zc|m@JZXY3RytR6u7a1U~H_5#;c1z4(STVX*+WE8OJEY10xMBt`*LCnwO8oLk26xicjJftzZikk}32Z}_m z5P|+`E8CUs+pXh;>5ijam9Gq34y>N&<_h3yCamKI9we3B5X9p)B_CqC=R^j9Lp_f5{;x@B z*a6tBB$cfTY;mXDAtaj)X2-ioQsAEX)9MbsCz>OykVpeh2t+R-m^)PZ@zb`)qju)< zw-xO@h@ZjF*5fIBG>9kgm`W*rUZBm@K-{^ZF)B~l7gr94glt@&jUwFgrWn_gmW-*K zA)cJpdmHyva%8S)J?-`)axw*(>1oYTIh9ULPGw?~mX!4Hv0Zja6QF#{m!4vh{(Y01 zs9gg@Hml3C+0^OBC%J)}i|B4U!+bt~=kTfGE!m;zT8 z<9Ea}hlf+C1oJey*nDC)K=YxlE}8ejBvc?%3aZByQbr+;DfHVdIhu}7(PFiUTqfEI znPzSmuXfvd+r3qv0d1X%bFtKFDh!QYF+xg>S&6bf>zFk$tfxSFL3{ycl}Ue5h_~mVfIsqIUaE%= zFLRGv>YKQ|RI62p8FwT3e|49fzy5&KJ&#phs9Po}(%CYqv&C0}NFt#UfnQVShK8#B z23340m7Wlo%*Db|4N}3YVJq zCp-(u98Rb1+nwZLWr8Q}JiT+<5s}zG!=DH6r}zt{Vs6B12AVp8_-mWozv0PSW!aay zJ#Eo`{4KqM4%~L=yN8TgLHr$_3E|1E&;;oq6JG11Fs@7%pLDez2KayJY)h{cJ%AK&Nbv^AA5 zN2wrY_?3mAP?X<^*%w9S2BlVZ_3gy{KNw_O_zpGuc(3NZy-*S4UFzq!`k~2vZ634~ zWF}RlRce`elW|YX+{3uzq318&ATEkpo!sxs2`eZ9 zqP|Yli6E`Q(RcL&)G9_HaG)SU^B~wg@1t>ssSAW>18=3WxPAArMcf zd*`B14~K6m?%UZM+N`JEvc^zTZ;29OXOLKous7`KyQQNe2cXq$Xo!tLMUXRmi!*#H z@!e_z>Db<}t?%5ETQnWLJC}rZkPbm4w>kZN>|eU`K&W50JHqVD36YFyv9i>{WT}P8 zQVWx%7A8wAOqM$dsez>yCIz%Gbi0CGM8yDGZs3?*MLmN}ydG1LsDK=;q%e}_3 zP=pvp%p_*vg$7Gx+-)v=V+3PJ648Pu|v~Z+|d|X%?@n|#T{#OhvufZV{NF3 zGqkM~cdX-#g`sQ6Tl1ag9#)*FHNml3bT{pHM$=A>^`REFYY`T;M?{j{cP@Jg2yj)d*kCt{aS%}?>6r7)ioUt>jtMM4_fJAb)T#5ol{II_M7Rr`gR(d zO5x@n4iq5>Y`3P;)+l2WZ)O%SUm2aCpLSqG92omuC=2!{lU90L!j#e?p@F@r>GY_z zBc8CZf!URpe%Hsl`mnmM=cAb>I$s~#>R5)=1$|i?FX9W@0(uYva{= zSsO3S%i4H-Ue?Cj-m*4ce8MBvkp_iG7_nc_#*yO*fxXPqS2GMJvs~D zNxWkQ``CZS$SK@8ivu&b`*WJpX8v~ZnaFlNIOxL~UJ$Rv5SnSJN)7 zK8i70jmjwbAE=GKi0BKfc!ZLZvSnb6<~e8&uz4=B76A)~TmZF~0$MvKpm7{_0kokM zP*W8^wkYD%nzqm));5*`T2}>-EyoF}y&TYurGQ%I1T^Ui=;l&D(K!L}xrGZwJ*9wJ z=LE!K2Nyt_O98dd35XZf4j?)*Z6*fo=(dwcm%`d#0LySSCEioJ!#Y|DYh+GXyqtE2 zb$=6#)o4CWJGdgIP5!Q{6r~g-V#=1 zcVDY3yAK!OX~^LzX7?wnvHJvrL79kuN-3BKe@@^eK2|E?4^+VU1Y?SDczd!M&ZqH= zgR>7_t*J$fbI+c|b0gvueqk2B*m@G5D@F@EUVwH{j@3o@JbopI_7m06zK9t<+*KBR zFW*)wYier^pHZwbzzY6TM6{}k5TOUeX?#gn8*1KQeYTh!A3j<@PFs$gHk`(nbL5;9 zZN#FY&M6vNK{i#Y`E&SH+vsRQ3v@6x?F6KK9tp@-$cmGIkdt5Usy_?QNNamr#A~M% z5hGF;2}J5o;XE16^Rt=K*hH$gQQ5bV(mtG_OFoUAJhUIcS-v~_BKF`*%qm{OFkZ%f z%;HXtKfv+#;+&Sl6f*`e1IT6&W-fy;)niR9ZBu8EDuXa{8HAb3AWUR42s4*Kn7ItX z#4An)VcHo)nKU;Aa!dH~vWHi*R_W=c4w$wGqxH+U@D$dz&f-FsFXDRqk@oTr_=%7-fK~=IqlY z#9U++YWv*xGIFQ|(X8@|)-%GxH>YPrjsErWvB*i`AE7Nh2k#4ad|oV2Yt~i-eab;f zM02~G_;zGk@q8SN4lV{bI3L!cr{l z7t2KCE(j@>ixqd_9TN9QafL*^#CnMM4eN)GX-yBATs5FCzuUFuf zkz8RidBL#G6?8KzlX^CrvvkYM5k8W$jug{rQq^+4p>cr~oTj4Cs8uktlYCvz*S7XU z*?f`O%q4U5CfWMM=Hf*9xwJvDWpkvB&EyS%R!%&Xv(jcZSuiHj^h5HHdPDL$lGAGw z=H$X|u-&d)O{$U~93JIp3JFojNIE01V*y8&C3qKWWaO~BUKG(t5upUR}<#{jgq}M!G%3;GgpBo?4v*T$)@@&ja74zP- z<1U}a=W`hCndxRFXS?LE15B* zWIQDgJ5Q!A<^_*a%cntoDwm&8p);1trRgXhGE^Oa<& ziIZyj{f0~x%sicEYrDj0Yi)rMoQ-1{npEb|SqanVQ>>8@l(y>=xWaFG>id#&6n zz;(*=^6Xxo@>=`XvTl%HOpY_fT4u&b4y1FbsotULc)NjEs;mPuhJlGF#xW_xyEm`^ zYOC?0V;9`MhF#AYl{D<`m(qTodn53beLbfwDU23onqQ<=ZUz2v;HWpB%csEat zlrVm(%u9>q>ixfq1n)AcP%zb=zQBv>{7l7cuXd{tulWbb|Cf8-1@L`Z?i<+U-nC_Q zS=n&+WMwg*&lN0V{Ak|bMUwTLr%ucX933t4MIyzzLM9&M36^lPbV4so7FCnNsk6#* zSaGq=V)bQ_z_2zaCW_gVlDjLR!X|^O7-# z)+T|>bPa3Cfcg>Y2LgiY5x8ioQ8%ISZKCGLmD!I(1FeB*K)W&<cxHF37? ztvw+vNt_tmFuYdlZV$GK!ENh;kt?&>HZR%WhO5tn0$R`T3hg$M-#+)<@J8(pn|1rT zh+^H|Nr^pi&Jt+~HU$Q^cW*5V=<*}gh>R(hDaFpU?W=H@f9VlJ@}XwC$(*X2ivG=#M;()u*^kb!q}?)47smOZT*G7rUL#FVQM|^gvkMG&!BXwna3VFTy$Y+5Idy&01>X?bJr{gWU#Sa~ zdGyMZq3*rDT#i?Kby3Y!sxz&pi!?>>+8%ZrCIX4Fum!HR0-a?Ndk*)e<9n}Uyp)Vp zZR#+iKrIpj(qY}AzLT)8Q2lLW>lCS0vAwNsI75s>Y4YPif92x^&-4La!#Kl!BVRDs zs4+N0o6B*+hrVvqoXpz&Znk{pOD;Fv=1ft~hFNOru$~`NpDx&EA7NABNHKHHD7cuW zksM2+6MDf^6fQD4nkyDk#z9l@X!~+GOL-yh^n+xGTZs)d_17BYIv~Uy`Z`DI83u@p zpsotX;>d%G+jK0GJUEA!1ydD{H}fhS%c&|H3#%#|OROp!i>)dg%dWXNtq!ZO8Z~%> zw$&?h`6phrAD8Uk%luVF-((xJ1~=0&ZxRMp3T9&n8{>zOXDVr9P!d7Z|y3Pd&IcXOOgSMS{G6bm4=B}pAm(bJMbs4t@ zaQgSS>Ev73e!A;*?7D=#mvKPQj1Pc3_q_cI>1*&y{?Zv!VM_WH;V9*V@FG|4C8+O= zEsk8Az)6lc13SH^IJe`Cih9al%6T4doW{LnJI*X-$9?!9<58{GSr*>Pj;^kz`;{Gn zf1Q_cj5U3FmEaSQn`6O; zpF)(j7x}TNIaceA9uzp-91FW6rr{&aF)hMjjHDmt_mv>WnmeZ3cGYs6aK|6zIK=T@ zcl0)dLT%x;NLyW7^fEpZ zgR>GUpz0B8tgo+c0FAoBrXN-Q~3~Gk(#UXrY2w%om_{0-K_$t13214TN_{JFwN}QB< zQsOCzZ%TfAL`dRk8xxVJllYe8@r0Pfw;(M3=;A8~KXFy%P6HoRxT0A|vrLiANH*u{}ipy5{dpxUeW@2p+)&o`P?$_VE_xknM@4fu-*UR4kEMb#jflH(1 zx=n*Og`<4Kay=2rBsxkQD`Ul63BFaL?JD=hhDv}jq!0NKH*D@SjqSZdVG$Z*NQRzF zr_)soPYTuR98jLF{?~Vz;hV*J=`y~2-6QIC@)=)L2hv~Gp)=fTxyqJ~ad^}=B;DO} zxNVq@@}%QS%TFN5aLYOnR%^>uTV31!ntQx0NReTxa5=I*q!u`7mZx`8NMSgMA-u)# z@H*5akY*Te3Kc#|kLH_&D+o&=gSUq;ikl3qt|QBk^@QA)qOsi(9#_(JHo4ad!p|1W ztD_ymco6Lb!=2YJQn9)3SGcbpA6udm_(|Z-8~A%F_H9ayQ0E>UM3HZM6;E&_HbS~X zXAH%D0z-_Fp!XnNBuwWUtdEyM{Y|P(c4gZTU@PiOS#^Q1U_WA-R3P3!Ox^RAjwypYJ}nY{#binHibHH z8|&O@*uu|OUANWklrMAIhg>kMzvzf7)OY*zqZ+$V8a)>kZre4fL^*{5rjwXLaU_oW z3`>PKQ276Dd)XRzdyt_{F%#5@bfj9Q0_eYcUs}&%E{VJNm|-L@^ZWV!F2GD`7Wtsi zF2D=d>kSN}|K5s7=MAnn6|&YoiczRqFtK0)WqphAV;SsbNove7%%7d4lA5k1wJ{pH zHZhStJDJed*<@TlJ4v%KR@7#-_4Dua^B>|`I(GhJd>}BTdkuwG@*e~(l6bh>7H3-2 z@dhexgFX+}6t`NNyi@0UHtk2M(h*zT_MY&1NT%vq+}`1y3^aP+jhbvaTy=vJk~O#M zSz=8F_Tx{xj*@M$BYjEgD~{u;u!1Qa)2ptleC6>@l!QL!pkW~304zO@LBwhQn0DV1 zs?l05W^SBfB(_-m1-BRmGq+Fi&KU-tzry6RUvc+&B1AF+r+7b7c?kpf8S}sYMCLK9 z(VPbR8zpE7j1tuea{U#dapGOapI9e3ONZ&0$3uKVC>@IhJfhX4p@IG_@FbMJ#0IS; z()pBv{cIO86D1R66N^|P5z8h%#}~U`K31^0i$Op5WqmyI5%*C+mF#u0|A@v1{{WgZ B?pgo< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextKt.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentContextKt.class new file mode 100644 index 0000000000000000000000000000000000000000..3df91c4fa361d02972264ea9f01b6915371c872e GIT binary patch literal 2864 zcmbVOOH&(15dLN*^cF0_JS2ldK#qABRuBTQ1tc=WK|uz`I8!KNLtsx}hDL zW>wRxykQHiY+BqM)39Olm$p_Y7UbTBJKeU!U<~S!eyVFVy;0S6507}6Rs#&H^>N{!(}!=z{03Bh|{8#9eGJ*kn#CQbt*n2~LiP!V7~a z46WMF4Y3|Uis9C=Y1fQ~c63_T4DYNIvM2&ZS%h(eVX*w1myf*=Jk~9}&Pgf5ovBi5 zPUd|pds0a?KfRy85QbwI#0W#MLg9`e!?4sjCp!}r#wbIv8_6AG?6b_RAIGvj+=^oi z?=Zx(l9j9%$mRCL${2JgQzwq()^!A1L&-4EChKGcUPs&2bm~^{O>(aqk?mH2RDSwl zjZ^*v$X14}Znkxd!t~WJBya~)G6>VxyBu5W4r7)f?FO$ci9;5zo2R_>mSnis&4VUQ zZP*(ON%M>l=^9a9#Ta% zOg3O($F%;^kh2_(Dhmu>pT8Q9oxh4HBZ~V)dSZ%tF%Hl;PTQFqYB;0hA~Q-Zx)@Sp zG*-64nO-%X368LwBG+jiQxmk4l(UI3mBb>cV2Y0B*qd)cy`(1Kw* zW`z#*m5c`8IjJ9V>#3|qhS(;5VeztV^9n<%WR~^XzHS+E(>sy&6z{iDn{5ScUhtRD zV|(U_Rpt+k8pi@XltG93jC?m~_K0Q**0Do8Xn=b%j{a!A!WvG3Q|VkuLaqkK`n3n6leJO=BJ!sgij2 zJv`Nq_r8MfTEJ8vn2IF_?2^(5J|Kpfqx3crD1XV{u<}*v-p^S32?55HMLfi(2VeqQC?23sASw_Om=s6~^a}dRgpiQy Qp9xF|WCXGT^UiepKcH_5W&i*H literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$copy$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$copy$2.class new file mode 100644 index 0000000000000000000000000000000000000000..509b0812cbceb80c7fd57cddb8af98eb66007a51 GIT binary patch literal 4772 zcmeHLYf~H78Geos2+3=M9mh3}>!=AeATVnj)1-mA#vsRPWN;96;<|0Rh()Yf?JBz~ z3{5X?b5E20kajwgbc&scXA(a5M|JwVyDOn0C2HKS*33Ek?m6eZocF%^*T28~3cyeB z7loG%OW$zNTu&!rG1Go7`fQC(d#W*VpE$a>u=2bSyj`qdbknr-a2P!pz> zQ#a)3?78A&$UAdsrg+!bGIZN;D*DpuU9%i;O=04@$euz{;Y^J24f3bZr_eWRIaY8< zsmr4gTdKv@ir zJ#*VE*8|tntFj$a$j6KOr&~>LI$M_KI#n9HVfg(1QfHhHU)*Kgsx**jHNIUje6wNm zZGFuM%)qLe`n>IyHyi7%p3`dUnXy|+{q3L%XS=9y!Su_XRpX__>YbeBiMpGC+N$oy z3#~X6P}j5;`i4X0DhwWUd<}=7rIEm4g~Q>ghOaA({;y`zFn~cJa#SHT9EFC$GfnjN zVA1dtjtj=qB3u{+3a1Yuw1$v|@8P6i3@Hr6JQ@+BFnJL5+apZFGdL~8zOSGSw}h6$ z#U`ci5Pce+MONtjKok%K+&7Wx5|kRA$FPw4p=hQo0jY2@PQPuTs$m49a(YZ*c(l+Z zOVbxL^kY1OUQ8$?gAL19=p4CCF~7CcFjpVqeXBK_3B+|2vfV_Wn_145yJ^PtN8xOo zN?MD+SbJR%BX=na3+8IQa@`CJCNzVhsda_pZB=q|GvJoZVR29aigK$eM>#CJlTvmk zBkNB}*^OX=VcDH*BN)e;!dSa}EVrKJ_*U813r+CVAcac`Cn{zzzqGt`bEUADf3tM6 zbR)mGkYAw8qaE(A;WFkj_$jU^^xDR%DK{u+SU_GJ;3~r+X1{FubvqCy*A$Kf8=iY_ z$+>D+cHJ`-p6;Y>`o+)iY6b-q6<+9+oxAu$3X4i*4;FU6htH0dseWKZFXh- zxOu?BCGo#X9Qm(ju!1)vM+rHbad50tp!JnKlcFeG8SM~qt;K0(tlI&Fm2O04bF5Nb z=rkM9n{44&)g+IlGxYm6_j|vl7JR)`#uN;u(nw!S%H5=)DEpR)dr}3v8`|TQX{pcc z>@@rWzm&@{e;ta0TJD{~hC+W~v9vO`IG<-GZ73~NiiW$`Ov8e$;R0R|d?vO;ZAwEK zYx4S*B>V7k&Ca)T^51X8{;O?MINIRYl4TRstsZ{0BxF)Dfr)8TfF82nwgfs)Xl+X2 zslEGsnZ5g&#L2|q-u+XF^Xghgwl46Zvxeh3J5{&tGdE6mEW=%r5L13qK7o{a?MWv3 zzdHO*KKUoSqmV9H6~_p|N|K!C*NdbOms#qT;aSG2ZLY{f*JLs)Z(cWQ@%uoLU!aTi z>Z<9*D_X&EOmE&ceBWdd9>_avc6{b4y4HrfrjRMQb+2q*wS?Z#a-CnBRr8kRTVycj zI4-lLe5B$$J-e4amqMDJ#&QS@4oX|gwfDG^fX{b!sNp*M&hW`@GJLWT44-V^!Y8}0 z@X5Z4xV;=qG^Fu9p}(UC89t|TiNkO(UxO-sLt zz7P_DQz0ZG_lMAVOi}3Q@);bJbU@y6g+1~X`paKn{`K5H@ycKM!r$d^j;7<|U*P&9 zEZye*5sqUVCpb=VoZ)zm<19z+A(lUTgq7RJZau{9uZi4)4>>21I6aP!2>l3$x%L)i z^(duJ`2tL!PLplnBJSZOY-1KXSsJ3*&*UE(X_(^<(lGNq_ikna-yn36elhKH;l(>#c}b=p%k;8LGd{gy*5{v10g2b|pr?SX g0`3)PlAQwW@pb{f#qY@5$M5lnJ4pDr@8ggE0h1nseE2`yjj@Z0Y*S=th?}NsX)P~W?Yi2P zF{KaESJL+*ZId>oP5K~x&4gsiqhY4_m&|nfFLkE$yV6RQE!hUo^p|Qz_ujqdo^#JR z_nhyZ`>+3e@DBjT@E3tm&4}h~I~&!qy5&02v|Z54V-77>Uv{ITiBU;QCMUEFa4r+msaF>rSE z?1%dw?3^Nv4r)u*O|*Kz$YeOsZD@5D3@3D0;K+7F4hOIUfj0QClcGX%rk&0S1S{${ zj+sGnwWC9Fbqa)f6P4u~A8!DD>{ii&Jp#>AV}Y^l=({#KnGbE8N$bXvUJ%$3O56EG zQl=Z~a;J)lUgDC8fu^8j%JXIAaY~oYd!v*-72iGMcN= z0x>VJrw)Y%axO_`6Ors12L}K2nV?-F&wsjvZ37b92FlnrKr{97n8Omb4b(|p>pp?q zs~9u0P_Qp)bEd8!EYMdEGX%SWVL3+Hi6*MU)2@O;0(-N%J2riG`rJ%nYW$_txzw5Q zsgvU;X;^Oq{{=9BsEU5jhb^Wyr<=4W5x^jxmNE5=K)bj7S=}j`uH58VfnBataoU>D z46|6!1s-X1T;~Hgisw`eAuceqF_>+d`wB(`p5B;w!xU9O5cSg=Gq!E=z`82-^VTq< zNyBlOJDs)9^C^9K>TXBQ9)pi?d9bC4QITOyFpP#Hh!r zhMD;yKDPs(#Y+MQDs@99Hxyl?n#@N{Adr^2P8ckJ%*z6?+D+H2uPtS&FvH6$fHX2H z=D=KjeANvJ)6}z?nQ}E(A74)EixSTjWCfyWZWVOxU{8U-kk@;HbNW1CFW6JIyeD|c za2JAA!1sf=xdtUt62r2kz5U3kSO8;Q@vuPPxlPVBxHoNP=C?U`?mn! zP>dTBk0rnfbgY_RF7^}}X=K~sR1v&^D>r>2bXJ&aiVR32cS=0b>|eRsAx^21JV+moXqIhV&f7(Ycb%BwOwEg_Hq18g%GR%e`UnW% zmv~bkTrq7;MU}FPg|uF(tHzgIoi&PWF=kqpG_%O$`Dbc!^o&}Uj;yfM)1_yf8cqc( zqX{(`-iIC?4ZzFdiE^ zs)omT0BtEFYiVw&`e`2HjVy~$o2YnRD;V*o!};J%}lWfQdN zeM&sw(Gu2D9TkU}KP?PFK2RBWyye(J)_*`phkTKgdcHBZ<}Ffu_%7E&VhzV{b2N#j z5^rZXaud74hi;-P+}wW~kGw~sz;D@x%L}j<`}hTP;v*C+N+T)SR~mI=KSjO8u@5TO zFxk0=TlgNOdTpHl@D5^efB0`W@@IYl@0VJ+3rdo&MDAetE{Nd_#9$LZkQ~d6VH;Z@+`d4r)-rDr6(%szM8V>j0#0%l(n>g}!e7*@6y8YL& zzuSL3z8dh%LwAF{oO5hFyGz!4)(>BZYAE*t=x+%-mG%(#$7C2=(>0t`Fm(3 za9zQ5MDP>5S?cBYyEH<6%lHN+Omsu7ARaa9rgp5ri2uZbuTqA}CB zh78Xs%l>7~y}|w${C~jzU4F~xI8KL5Gt?~DJoyYya*?A}@*Kn$7>EkjeCWka2(P2S zAQgB8T^_YlUMpTOj?i!!O?&RbSBe68x{=$syn-t?IA4y(z2!C4c-#XSdzApc#MtA_ z;z=B0FD15zBe(F?75LuAH*evU^}^b#!rJj_jj%6wj8d2v$cTBu+QJbkbPL~EFQ%<3 zrj25xoeKWI-BpgH7GUOFXWPtL`&VABG~pf2`0!Euk^TP-#^O)3W|nq6P9Fpvn)k#k zAE$T{p;=NsCYz^Z)8h~-dL8uPdp!N`&!Q=TA0+U@1b&1cCzw;OCGb=HjLZ&xj@K#D V!5a?4P=d%VI`$g>zb=t~^IxMj^gP(OD1p6n(>Lu91W%V(+K<)$b7mBd5CTe;=fm8zFG8wO)|kt^GtX;|XAUGof! zyUOZXMKOqjV`-+6uenuj6?0mpP}I_m)8fc-&C)%?wp?W@pvE(e{T6OQv|-gWaWr!# zw+pS)pQdxG+M1@AnpIL}3#(lBXpQ0Y+vpxfh~ao}ql5lo^f2^f49oC7Wmq5Hm9`BG zI>=~Z*a4&T$Rfkv|BL7r_^b6GP>Qap`0ly zE;RLdi}+5<*aJBN344iEqF~y3nIYcLzLQ5}#Ly>h^)n=f)yDD84wBJ}{ZVvdkRc>A zX1KZ=eP2a@A(C*o&W$zhFziX_l&2;adDCJ;C#4wn8rGU!=0UbRm%5fip=0X zO=P`VrP>(2f)2w-dkm6>j$yfm?kZ}Nyy=B8#Bi|0y~)|R*@by^CVM}>kiV6kxt6^~ znh$S-f{YO)qZr00L$|3FxUfT&aRw<77z#ry5I@J=n&}B4;|%+}6~}%!YfWi}S#vnU zf$czFlyMH{qd1ET4Ci)H0mHaR!9fQ3xyo>iY-sRl&sP~A<5CnKfqd2DM}96%V2tBrvnW0J2A;5sS@tMr`cy0s8dnp6!j<) zr8u42YH>{zT%}dVFyMxAoqm1 zVSK^RtIp)-CuSzIRQ4KJ)v=KACBBMa3HM~Yi=*QH0|u!&E)rl-{H0=ar*Wl2L&&@# zx8ATNo+SMZ)-B~ys;qUqK+pOsi5rNeB2Y=d>oYyNqw7- zk4R(eMpSH_B@i;2Wm}IbcFma>4 zW%01o0E`bS4` zh#0dvC0I*!>M)KFD_=;I&QPq;86n~)S{G;3=Qw>k`5VT5ra$z%=uh==aP&Doq`iIg z4TyOIncs0)!X_r3BP&*(yu|gp1L`y6{-i5ictm3e($SOnhNuCeyKoP2+{Yz6z-6L^ z@&|p6v3`+E0R|buL?}4;64Kp<5~I(M-^9WbTK8e_ISn>p7=$pnf$QhQ zk@6|vc#&qoF_s+Nz}-zqzvBJ|wAY!%n#^J-v@pBfHzB%HfZuq)ERq~0g*H%polT_4 zCPHk4b=~-uq(_MoT7Vq(9gQLCEVaNzUHG0>B*Nndn(q*GjH2hbOAGNOT6s?lC&lo- t7!ocy^aB^CuuRNLOXyOuqQX$Iin0n56%`ijC3@zdim#U-xo}*_{{rz9-lG5j literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$writeSession$2.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AIAgentLLMContext$writeSession$2.class new file mode 100644 index 0000000000000000000000000000000000000000..77761e4b338870c154c29360e9e06cfceb73503d GIT binary patch literal 5791 zcmcIoYjhh&75+wktR${TEHo*bCAUDL26fSq>@OLx?hvsu+3M$Xbqbu{nH=+?x5mK~qa zx(cJ^kP~?;;}XeH4+hen?m~YFnpAFBc}))O?id^EdZ26Iq&BOmre;m5!{aCQjLUZd z?Qh2t1=Rw#2Q${NMnSDWZMR_=?gIjIEd!hI*#;}#TkKzB#a*pOh1mChQQh6K&Vn3& zmrH`+p_0w->bS9uYOAzU8%|xvtQ(C@1_T|4T6fBD61xTN*$ie^40VV_5W-D_N{pL! zW?G=BV1MPP*~?k=XppnE3M5+6h2d*&a13GG97PSb2~Yu~O%>%PzBu%yy1~Aq7yN7X=p@GGup_{~3?NGW=Cu6}WkYea5D8_9<=L)D?6Jw3ZVPX)tG4j*)THbWwcJRX_*r znAF|g;gR7ZW9gy(hewZ$9_}CN>+jrt(Ve{MN+l_QEv__i*gB{gWlkCPTBau*W=spIKe)m5|i;acENCxDZX1 zu{Q{}w--x3qpn0uarOoQQ5;vk>#Ms;_qNzq3ctY?1e{*xs#a1=7!y(SfF!hYg+hCn zSM;W%`!qTk!)>@-GMW*?E?=6Cp~;s>uT)3xnTdx~mdNn8>&MXCE_yV4Y;&D7Fuxlmw(x$0TYUZfRyzZaN=rgi7 zQe+*WW~i#kwVRrAJWjKEbJMtfg4IG(vmaZ{O{WZZs;O8#h4IBzXX~gu`6oTyVLTJX zQ+QTD2~JRfR51$5vupihmX%PgG|FUQ)1ELATB0NG=p7psE(sQ13hP0CV#A6P{411# zuM#(t)9DHpN-Y(NGcs-QCf3!u(Eu-Q$}6H$knSYQ^bK%|SHdH_hOw-dG!luDAHKQ5 z1;t%()KYi_-xj$023E4#7xZvyqiMlav?6zW4PTcQexF5m-~eg7f*&%`Q9>I6z<4*;iFHBkE?$N#Zpei7*;mdVz z-dhWkON#YSc2-v6A^F4a1Y%kWRb0`WSE28wG{K16xqPNN8VZLRme1T0IwbC>4lkc+ z5Qn0&n|Fk|Zq2f-(^)(3urd{6q=M3q5T!A;hD$cSV3!{VG5iX@X6-a;Oj?@jmCeUB zU*SuEH~E|N2Ve(w@`*$74gw2LlF%VfisKeS`AVW3!yx9EW$JttQJMm=YYF$HqRH2A z-^-iz#G7l?RJ&*e?!>z)xc=QFd z$D@}xmeVb79uX*;%jiwjP&g?yK-$`tio|Q;$^!CBIPFWHSi)y~>Cq*8E*?oK9r4;F zoQ*3lVrMEG52tG5;j5`|@HTw)(iJ>)tnukZeCaCpbPgBk4HbXEzr0pHN9Y>)%$6w- z@!E)}^WInCH|)I(X)js%`Sh6nWo&f+ng z!%KYkSGI5AY5Wb(;O}@A|G;zjC(ep(I4`!d|4q&xk(DJQ?m3)iEIx{MM(lawFY;3B zOK;ITUuJSdh}(+inI2&ok3mEyi24=w3MNN?(7P2R@gPOInKClQw_QQVi%kYWW7{IW zwT$mv;(I?!cKBn8S+Wf>BMNEv4cbQ@4-ogWm5BApwgp^VmMQYm0$yGXR$m0G$4^SY zzSq!0upqtoNx%n-B-?1v0)Dm{CQ^in5Js-E2EU{BC?#nHn9slGZ#Ap2H-ZeV!XNl1 zgm>eQY$qtaiypnh;fus^et2L^-RZT>XkqKn!L44KM4Q9hZ+FmvUr^Dd9?9En^-5+c>;TF|mOdheyau$cqt{B}XF@Xw!t! zCTY{Auk@9)P203i^Jvo~jUf$vP}=^|p8gxnf6>!#W>>4Vw0@qXJtxHnG_$)i_ujep ze)ry;*}wn$!#@JpgTD%FOQsXUx!h19Ib>!FGLg#VO{>ptwqRZ^B=+^}Q_p&P`wm!l zf)E0ci^)sLL?)RXN*p_P(M%PBs1gWtrnBinmk{eV_38m*g>)v-o0f%+UN26CTrMLM z1N`kbhd3&Kr8I6dpBou1BnD+Baa?yR9%V8k35t~)G&2>?%*$qKtdPqmM$}`QLbrXh zG}^svGkYnW&t*rr*y5tQOSin|==n-j=hH*QNmLWB_9vy;(L068p&fk1ugf|(k& zryoz|lOrYv3T(7(=kos!%i;B%6N<IG`8+eK$JuuNcq%Q+3iIM?zy11mW_qXt{m!#06c&Km6HyW>n4_1LZk?hsg6KF}4b!dQ%Z)VN&&>%2mrii|SR zf2xv%tCkH@qse}@lBg&DFONRqA!H|a8yN{ zK!~1rTwoDt4Y(qmKppQK*BQJR(kQ2k&8&iq!0HMzjjk9ku*XyG$-aNkEF>Ay2PccO z?|2VWgHnPLoG^+~y0Y>`psV8MoD#Ock|Kl2ax1>NhG9yo)QUUySS0k=$s}qV)lf~9 zG+bdxAoN7KaKT!?z`!QAXP+O-rmTc{$nI?|RxqkC%rW|8O_`v>voof1Ylp2UcOn${ z+e~CTn;m1>)_2J`%_G)5cGjLk9v5ME+??zM6%{S(DbIB@PFGW~ph%v}nDm^zUZ9(S zWn;+6r#$Qc^OdG3+F>HF*La-@}L$(nuUxKz28g@s!SEeFp?^H zWmt!tQ*{XQUC~HW$;5i5F~yjdVUSfp&zUfVRjFftDmQvXi2Ls(s_EVr?}>z)s45xd{rtaW(K@F<~ii;Y15aY&SqiuOsp*Ug~+k2gBC&nN6C z7^#3WCdA%yyO(U_R^J_4PLcU^;Cv#4OSsISs1-YCm4rgPG|ymOR&{v#^BseD8>Gke z25#+1d1du5@{p=leNttze7azsFs0OKXr^kY%}KU%iLdymbD+Iaw5}Oyq_$~;g|uWY z#xw4MopLRuqj|cv8X=AyvAkX^9ajbv+S3E$KWH!tHl>_XXj{~?=rR@K; z5MH4E#g?hl)2F$F@P7TC=`BEr)8*=#Uln&pwfiQYc5rvB@G&RzPqU6alkhyE0(Y14 z_=d{U-{yWyGL>S&Ym~)}q{dN!6Z5o6QJ6|AsC~QYMr$WE*hyy1_jU;^vzc>`#r4{t zBp9Bb1l|ar;Vq@41j=EZFn#PII6=nyFpE2RB~|EiEF}TAj*A*~zco0trr2}dY*#21 zM`I-}G=ScZQ(O+uk4yP3p0aRp5hQPIrI9=MY|wr;toZi&b17 zw=H>sm}Ft$8@W`)!&{&F5$Xp5f_pB$%V~Ah%HH5sQPq3v>cx<6xi934+`1a#KVM{> zzE)k{o_*sp7F&cAF~e{54ffS_@xOh2>+14bSKEB8V*jydIO1DjMEy};tG~4>Y8bvq z^$K5WAR34S*&1wX*oN3HU>jz;kZmp7MQkH%>)1wbzZ&oxiz7>pY>YJWn&g*7?q0E2 z6Sl}3ts6MVXKXxt``Nv!7uj@VFtXViTuZ(#IocdKbWcm7ds-IV)6(dkmPhxrM7pPC zau~&r?1?n5@EvYx@EfuR(WN;Wz3dOZ!(@*4h;~efv2-AJy_v)Nd?{Ea!k&WJQ0i zWyaIDuc^n%(RfSiZ}KgzNcXL_Np=cHR+hYHS77gc@~bWJTc!D}j;!h5V7XCSfD`CW zl|$F+q3a@d^{=r!&mL+hn$Iel_VOAc>nUmzscdn{b^G-IPx^d=JQpO=;tt~7v99z& z?mD7pD!G)*jF}AFMHrWM)w$7HyxD!ZVDi8@mn}XWxH76XmBoO^O!aEf?kR&6Z)bQd z6xcnd$?i7_zSCH1ZsyA`SGA;K7rkY;z%$YQF`f>Lm_7V*LZ-PtzOQr+&y%hb>7i`0 zFs2Cj5Ae$jo)`74Vp!U<%s&lDi=43LTR@e5;#&WvOY5XJx3s3NXXSgpp zYEKItG)MDhieF!Fhdtbr&6@cGnWUticoK3VH`LTYSf5#ncTtwB^B zlG6=-$EyHagKboueplS%fp*0`o>5oaCdUs++lN;t@$#v|=Zf(>XfC@K zRVTw`_m=URr*x>oO?vVYwl(CCZ;FOKKx9ia%HQVb68^^g(WR=XjxJYCAi6>|!RRX0 z7|}Is;x}+te9HtHdYO6NtxS!3i|SW5xtp<4qIT7LWNSuruB~f!*<&=s0r& zofFvmu3p#g`P+g8*nw@>&EGEU!a=m-2u~7@qZ22wA7{~nBp$$dJcY+O?hl;vkR>(t z@wxiTYi$vm>?zy$bWdqSWy8GIm$F@6Td7+2lx+gKrz{fGJ!J>O)_D->^Qf%`6{ZY4 z>)(h{@Bxmeg3(987O-7cUsL_mO9;J(p6fW)7jN3q9P`JjV}V#OX57I2mOB2#kyQ}2 zP3gr6mT(~}hM?JXiF6a8d^jxXD$A|;Jw*6_1U|=b2 zzxO80Gw~*I0~c=L;+E?eDN$B0PQWAd|D>kAPUB&zgPWzuBBz~XDMpE|V!S!$XgS6C z3I_{)99F_X9ib#`Vcw*lg*c?a66VsGNzP5Vu28O6jfY^5<1Rd@1v_t1a0F{`0NvmK zxtX!-{`oPH|suq;j{Q0 z=PIy^VJK3yO36YK`{v8}g0q=2vbjeYf@pxxhnv_2Fucu~U#JKO!dir7~h+pBrC z&c2Gb2Y9vDzG`j{)`#kF)xK|Nt30$CV(iHRp z^?4D?*{}S+&~AssSsj26a}w3E!C}y0e;s?L32rzA5!{S>uEdIe+ zDn4ZD4HqnoA}n_I)f+`v>^xd;II!4ASQrj0;)I3az@nM3FdSI4wg=rfxQ-V~7^p$e z#(++bU06g>#tDJf2!U~G>6e7SI3e&lAuvt|yg>+z69R7%0^@|hTZF(kA@D0gU_27T zcko?%VeO2UO2YwF=j<+3G*$|>DwUVf#-~_&MkP;w-9qFy4dLdguLl!rzB2GJS=fm;vtDgBp#J`Od>1suEcv1Nr}9Kl-MKDCGnKR VZzbNBn2>l};%SNJC9X@{_z%-!K^p)7 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/AgentContextData.class b/tools/llm-bot/ai/koog/agents/core/agent/context/AgentContextData.class new file mode 100644 index 0000000000000000000000000000000000000000..47b2323de4dd52a367a246f9f47b9d94f4c3ff2d GIT binary patch literal 2094 zcmbtV-A^M`6#w06X{V*YbYNGuD_Hp~1$GLqpGB0#HP&>|fFUM4n4wI%mriGzxwiy; zF#Ih(`KBfkjSq(K=pSV~cV=kX!bXx!n)7k*Jzu|b&h(#u|N0xi$Jk}qw7J#t{ibC% z9Zw3Y;RjA6ljuq3Tv|KoW;aqkv!$H|V=zwbGuv`)uW5aCeCjl08VQEf7WcT^W_VGm zhYz}vyH=eGS&j72;6Mi4YgX$mU%K2ow}caL+vPvllKY-@Du{eZ%FlX)lb+Z}1O9U-U)>qW$?+pigNzU~K2>(r6Qfz3T(*`DXiFhybQ`Esx8x>bhp zIP4cxqaS>)Bf~Ho6=t2DwJlB<2A=I&HBVJ7ctfNy%J87^(rL6}KVRE{-FE09!*X0` zAF_AUv2vKh7{;^6VS-Ti{1c~kq9f0cacv=MUZ*Q{Ofn=&>gfm`WRb)}YTIyIa>!sh z0}YQD%-cQ6A&8uq&IsL^rX%Bi#sDuw_TQ;F zrHo4}!v#^STZdb{=&zg=>IlW!3xOPrF?Hjve|8zB>3RJI>p_b$S=@8BX#s}{xL2;5 zy@Ced>`kbews7or!mZxvZ~`+QCq)|~?GsvLI@8)`3HlUhiZDgMz*=;E&Xran>12c9 zm#d4ptTwG>HRI|cOFzvhhI%NDhbQV*&*-*e2X-QhE1K#v(*;PaLc)#mO-gau<85jK6b#{8V z)1)VNX@(dk>fCeoy6s~p_{OF;YPNX8Q$)*u;EnR?B?{%WOU#tlFH!t0jJr+rA^9+oB|b_~b12f6YmxL%=&l@Q zyM(tfM;fpcW=)MFN#&@8lFBR*SCYo3bT*lYONk1KXdd%eh?BMGUbz`5|Bk}1Bxq2% zCkCPJY}&=ma6)Ghcm+tb9XrG2RDxrR_<_A9CkGJKaMo)P%aui z!ZYFyNvp)y2;uc3Bx-n4gH=NX8^p0$!#j9-1Saq<-aCRRFemW7KqjOg2;@UyQeakK VL?9(FFR&o6B(N+{5?B%V@ISO>^lktE literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/DetachedPromptExecutorAPI.class b/tools/llm-bot/ai/koog/agents/core/agent/context/DetachedPromptExecutorAPI.class new file mode 100644 index 0000000000000000000000000000000000000000..37350259e752a259680ff3adcc8d7bb2acf7edc5 GIT binary patch literal 1214 zcmbtT-A+?M5S~3)iUqYGBEPaIf>xHmAnKaKmysmZjUX_3WMkcfIpf zdkA_wuE%+TGw1r!_XQx&=GcR zGDC}J*4;%bf@7?fBi(4)y)z7AtD}6`O9Nw&JrOP8DiPM)($NV9HVs1z7JH{647C+j z>d?*qHPet{uw1Nbt7PcjpzO!S?%=Kt;s(73t6K~f2GD%81XE1HQ!SxlWUxAb*UNbG z#_*2!KJR~GFm-*!$1kyr(3G0iOJb%QXbefh;8#H?Ww_P6zkVJYtn$yK2|vtx`9!^9 zalg>j?2w;Ir8pJNkC2m)AqhitieitEUuw;juE}7Hi?G^b%SKZKwnthu+>m&f<0ZNn z5g@{3v1|PBgVxGW!WKq`l&IK9j{KzB<#L z_NKGJb~^2gZ^KT)+hnj^{Ey+F=TP?1?pUoSW5r9h;vt%7q)Jpl+}Sd zRKsv0Bw4R$&5-{bR^i3l8F)>;1218Xb{|rZrhSC)yGXQAm>~CI*PVn%Fhz{V2QcKp wv+vJUIYnU=cXs29^vwHSi49DZm5;7^5ur4BUqY2w52a13-9a>;M1& literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement$Key.class b/tools/llm-bot/ai/koog/agents/core/agent/context/element/AgentRunInfoContextElement$Key.class new file mode 100644 index 0000000000000000000000000000000000000000..340439d2aed24d580c760ee1c074784e2a6aa094 GIT binary patch literal 1282 zcmb_bO-~a+7=C8A-EIp=DSm*83RVOZ7Kpb32^NXfqKTMZdN4y7>d@_MvNKEYMm+dK zJbCqG;=vG({wU)+U8;$RL6c^)^M1|q=9zh)`TpbUHvsEcWO&MD(21gUz}rF@9kilY zq&~UIh+`9oP;{vlY}y^K5>-qO-rDk|G5VH2zM0aJbe?^B!-9XZv$BKu+mN?)^Xy}TxiIbLz;vF7$L|mC~6yR7g z<7Jvqzxbxxt1>M8UpI!aK43=}zRwLOPEPm8C51S4VRiun>rnn!+Gv@){S}5srzgdN zGvWOHeb+zx;7**Ltoo%)$ys)m+2g$LoPG2%zFW+kee$vvyUOtE)E5YY*lZ8vx~b7n zD)L1ua)zxzC@zOPBomq>!_37B%i%7=)ZZV{Qpb?Us?k2t8?Do0d69JYMEsiXg_J4P zqZSVvJeD>-PY&0V5^*);S__h9epj{?H;Fx9VK++Rme`gSJV`It$gXHeEeXA;RAji3 zq#&%2p0YII9F5kYkMvH_EJcBxJK5~Q7Yu#wmG9H)^^((=BY!yEKz0NuG6G+sj0G=} zb;w%qs0Gu|X}y{zQ-Cd_h%u^VFi%mb$6y*Wm?S=B%y@Y$P~L%y2R(Za56P|*qD0v7 oCfph>*Knmqov)F_M2)c5n_wC@aI*pg4}xHfyoK8c9pED{7}{ z;-)BNBc+O&S0EcSu7m&u);{sk(axROneRU4-aB{p zKmYsqUjRn&p}-kcPp%loQc_*ga+aA)8+py4N#-o=ij~wdT9)sUC*_QpLN1kCG)_D3 z#+_Fo2!ZHjbxloX)Z9|?*-MwTv=u^?Kw`zPGI~zp8U;(wX=d_tk#s@gC6s_ba754P z)|f!Hb8-W4*2?R-rQr%AJBq)kFC|Z=Y`Mvcy;G{GRY2*Q7dSj=3{HS1Dd)pKT2 z&E*VBwRD5@v|&vbGMQn4kZq>af`YKXAy>D{YuThuTjg_VCYj1fSxr4{h7b{GNH1&Y z6&K(+HLqqhP82v=uAXDBih@P37qwyRK~x}+r}4=;CQxI`;V7k`ULayxdDYUEu1=GK zf<}R=&aU|gLTC!Zk7j|`cI!nD#(`@1@K^*fhdLxMIQbApji4TF66)~?8Xc&^l;Iie zs=&FO0X;fdoLIvV96^U1_$wbfZVI=@sx>%epBr@wq5L z7YZ+FmhFPOc!j~hM#atNkI4@7B^Gr#3&6L3c!4*O6m4cd~{Ts^FDw^d*?(I&8 zHcxEzQbuD2Qq;UQE}?ckcT3n2d<`$lb64fLYgo(j%q~Ac-HFtVIaFZY^U>ld(Yh58 zMNf~64-I+A&BY~SUL_fs8y_AU?&4G6Ne{{2We`8(q_b3ZHNz5TS>R1i9E*MI*y=bE1OF6nV>nZLyF`JJsEUOAV0chDVn+xG*v^w0(T6b8cpM z7rc>P&gm^q@=yT}cXNTu_C$OtrD9v1(u? zEYP+aDuXSn=L)7>R!nWy&(ui`mMA+Blv;XVY!oKLYD&_tSrD^?ITibxIPYj8+Q%7ULsISG>SH;%vwgI+5_CvCN|NWp} zQKHr7s-yL?fA-TGRiqor=teo;9p7IX?~gW-UcWY=C_aaUP1#Ir%4TCzHX{OvbNiyr zT+}k4L=Uw1n?&DZXFt6u*&XEQA<}|$tHa`^n5lDcDWXChTl`8mTEjt`#l~R79<;e_ z4DN~U<;Gx(f-#z^ukMBWH~kwcV$pr~KMX!Dw}Drap5hMf5Dlfs5ppk` zE4kUr1uS{mcX##>-e!EbiG`Pi@`F|2;AdCD$5vQz9AJ@b=~*q6ThmRQbd0qD1!T46((npI;4ED@gYIU zdEF=dI|fLQZ8h7N{AjUljGr&Ijn$)V+Zex1Y#ZZUpFDq0Y#+YAiB~=6@;b-yKk)5e z*#_8-cE@V&p{^&kkI&v%1E0}(IfD*EB+o2V9+!d{6g9An{Ke{2K`$-s4jm823Dk#Yt&p2i=K)j#314lp>&`6agLb>{N47e8``$MZbe_NAy1tB?y0{ zre+VZCrUOPv~wHKD53dp<-c7be2f`jLv1JM8Y={ykXL3`-V2NwnF9JH+8w+wav<8e zEKy0nTW>s$1Rb@J&hHJ^bIpC3{fvXTPO?;*1_T%EM)fCfvTLHWIx zC{Exml>%2{ml!$8G>e?;(c^5TRYKhQd&pPjVR5@) zJl{JMIob^|+${+C`qlcK=kALG*ZGp+i?K}6k(O!uvYoOtZQ&Wq4YDpM)e>V9xXh*L z*s1Z%dEqIB@7lq7K9OmMk5Y@Rb<{JCTQClV+;h2Udj_{{N7iiejIFX|@jXkBDWjLc z9O)wob+45tn_h}QWl-ro>Rx4dFgD)Ov-O8)c)tfd=#3(ZK8BTccq4*-hR}xiis4yX z+^Z9>R1adf-i-kal4Y%2an>yVP6Y2T+-j*+594+e zL%72*(hTObWr+f}vJ?|ywVD%0ez-?)kKx1eKyt|=-)dp*(4=BT#sIwkFV zUQKG-mf)VyO1vmEuj~@LgG7h{~?wPt2b{nigrlYWk}w zqVh?G#L01=dUC8Px0GOXDZ{b;ljC7!ip7;FW&QN)r>EbCmHyD_58)2~(lnLvwj>cL z84dbCf@-l~SZ_zJ2WhrIo#4NtbFxT@6>m80uu?KiYCf*bEhFoc-JDnvd*#AvRSMhl z%RNJ9g34h7d4*M8q}IPp(QWL7Scy;hwU4Z1Wh-SBb#%MgwH&v zIMtRtuLh!<@r;@rO+K7?GM7{z%|0HTo|~C%8d39z8h?wHkUldrqsf{UtJFz4mYqBW zNiWr=Tyc{hz3|Hs!?g^x@U3!bPq_7+SjNe5Ylpk0kEm~UXU&4mC6ye8+w`+SnkA98 zE2d`>W~tc)8T9j~+uY?PLGf`0)|0kv;VxU;^MprzE(n}8)7NRRRTMD{)j986kcuP} zDoa6@4xtlaS}oJ^8-(Z&h=&#?Uf~)8e!`6t+12rD#S2m1%(2t_ayL6ovTLcMC04u*+6@Q_3r=%Ue0w1xy>C$UB+8Zl51K^znG zCE;|Qps!C&5}x4`qJ6|VeZ#cwqHmf;uR@D%B7(US&xno@bdf~IsN3A65es)?gZ34C zgbYFd&#AXo9nR(yHt7}S=&hzG;*z@vr7@kxqcmplm`FTHV-_Fmf_eB5bGzvD{Qs1P Vgom()`P%dM(fy}1mTI_<{{^l9yl4Ob literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement$Key.class b/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement$Key.class new file mode 100644 index 0000000000000000000000000000000000000000..bfbb04ea9a0d0ecc94e42be9f4c6c1c487e9a64b GIT binary patch literal 1258 zcmbtTO-~a+7=C8A-EK>fQdGci5fM;WAl?c@DUvi4OvLoU!3<@n({5*zomqkx!^t1w z$*U(54~B5`M;YJgQca8rnr5@}e(m$_GxI+4{m0jD0M@X;u*qf6iK14(TS6HfG^1Fg zKDo+>6BCF~bg35XMu(!Nj-qOsf03rAx5c|07{mK|n;-Ka38k`4 zqr^xhbWrWP7hNoTwLU0`%6f&N^ymL`$S}FeEgochrn>cBjDBj_5N5qx6Mgfi`GB!<9 z=@;L0dsT+T|Levu+6U|i!w(YzNE(^z5`$a3-AJ zukZTjAKZzv(-ps*DLYHf65Gi8&iO|#zJQc*8h zQ8PRnRAo8bBWchC8Ky2*RSpjrCjWkE7CVMSRiz8XFjA+Bv72-cMEsf`gp?`Qqb3g< zJeD@TNET~KiMSeatp!Ojzb9LYo5XIcuooq9Q*22Ko_v)kBfFv@wIuX&r6R+PB-LP< zG?b;O=4hM_J*01nW+)2mtjT8QzhLNdul$Hsua_LhEcwOs1G2+Fi4ph;Wh{7stV7m< zM=Y2IP3!eEnF4GXC5%!ngE@-IJqGtNg-PNwjVUjWdCEI*@wjIn;tAO`LX-(Rwhy<4 lt2JD!QRi{8n5Yr<#y*(FP2Adtr!lN?TjP#~uaVcd`x9S_SDpX> literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement.class b/tools/llm-bot/ai/koog/agents/core/agent/context/element/NodeInfoContextElement.class new file mode 100644 index 0000000000000000000000000000000000000000..6f881d7e907a0e18e3830e579fa375c2efad6f3f GIT binary patch literal 5317 zcmcIoZBrZ96@KnYNQ;myf$bP@;y5-jAQ=nO7q>u2Vhpt$APGKlClJCzBd2ZXreo&{R!#T%?3#{#+sWx=y~1y~1*@p%&2?+q z8=vup;}8PrEp1!Nl{IrC_v+e~UU1@w2xLl@Q#MSAY1JLW)a~4Kqw9kV1SlN>u}Q-; zoGF1*Lvwq8OHR!&HztNx1TM^3wT;}C?yS``!?bgnX>RH$ZZC$Ac+J{bwa^Yoc@Y_M__jDsM|0=oQWiQ(IU;R1yWNQngIF{T1q1u&T7rO0zdKyz=OJOJ`9NwB{v&q?9yJ)Yr9o z*%A1|(9z)!+A!ZViTMvT57hE;q@U|=uc4RhNn z={XO9d7_{>vs%HiYIN4m2%N5HCEXi-!*Dj)vmK48OW;?{8|0(R>&~WCyrG%JvThH| zSyriDZ4<*yCTUr?e5b0nnZDXIKQQ3|4W_kndC72e2Fz7_E`iVD^Qjod8Jo>S15esp z?+?jklRYw1)1;f4OoOUm`8$MJF!FXE*Hu3?&SqQ70&%Ct&LGHsCk5-t9? zWXepct(A3|O|_anBcTpWhXHmHH;|X<@TNeA~ zJ0-Dzr34nS%uKg#m5V%%n*Gz?t%huQj;`0uf_Li9`n@sA-1FaHgX@!v;|Is5hL#s6 z4#Aro;hd4iq!1OvM3xKWo-A@tYENd?1I!z8pFr6pR&Yz2k)airb&MfHrqinGHMc?$ zICmH-gRNqib=y7O7DA~IcDHGh*TVwJ6EKVi5%Zl;nEwy=WlntyYtr5Yx^1;wXQsOu zhD})2w!?rm%Gbb~ALFRu1Sg?mL#nk&H!66Qw#?OsCmC*sI$2=7?UvBj{}%;i92J2p zfgxH-Xg`&?$8W7JkLP)!d{ z=&stkyL0Z;m@+EH#i?tlo>*GxS4Ja`ejAIb(R9bn&U8|~-}vNib2>zX4^WmLt@FQ z*9!WqA?5V>kSlG7rmtC+V>>mi>J^VRuCT0)(v~qq&?oO$?BAvD#n^VT?U5I{17o}- zaozX%T|up7{&CJ_(a-T8@aqa&g>8Sfr|TiQGY@bwll=gvGk?aJT|Dyvp8J!F@k2h3 zlR*qA{`K)Mg&%S3DQ`8-;{xA^-Pg?y!EQTUSI~Z z{`S7bR%XV*O!jx^h~Cfs9m;Re5xJk;g)%RxT;lH`UU3Jb5>kQWpFkw8{tGALeBX1d z!N6XFn8Q4Y1vdJE%Vq(u(lV0mI2Xzth-I=5@x}cP(d@0U05m55nLtp_HC_u`Lt+Pl zWRUTqfH(ZDo?$ChjAyc!9%8kUEG%d~#C;`R7p;29-N*t=OnYat<-Dr1h z(Hp1!7rpejGa& z$3FD^x-IL*~(Q7ezSM{eO2;a`WqenW=FjpB_IUG4`fT)uJr2m zSJeYmqc$dxuB)i$*0mS-cD8)zN3P@P&HQHMcq+6vdSZ9=VqY7N#!VSHzE_+pU)-@M z@YB0k`r$%((4-U}_m9si`$644P*F9Iju+a}^ZclNp3vTDx~{CcipR+Qo0%VJOIqFT zm&LOTC147eynt>-1@6wy_04Mc5_*{*#VD?%kiwY2+Mt<8U|b-!t$q;L8aS;M*C~!7 zjSrHzh6$diUkc72NBbo3p}@?4+a@r{V3{(3-OC`U9nWQQYIVWS;HPmjg(=(;xMexk zORLrl0#?^W{0oSZz@!y@?}S#rDzYwfl>#ZN<~LrsO4p1)rmxc(W{9e5J(K4ulKV1} z)ESLdjD%t6PUsE{?~wWAz4r+L&sUCfuXTAG}#7M4}s)JU; zc1V_iCtbVZH-nmbs;bTU=24`)P_vc5a7(&PCB%N^`T7g=evVUz%Yj|6 z8ap??Zn7X6eCk?G=+I{UjHCsui(g;JKsFTb{+!up$@5gO;mR;nA!)b+iY-S+FwqYo zL|S*{-8Xhc9tMVV*|F}XFpM~74>6mV~^%vI#RyvxGx&n~44n-ma2p?U4*7W zLT_VWiM*U4^b2(?uq#@g17RrIn%D7nOtcY4!v-A5SoPB9Uv4B;i)vArCrO%~qP)Kz!ex@ih4TiA8I zvh5f<`+LTds#ElA*Ad1_eRe53_lU8Xe=m1wv(3S5D)%N$ON)JsFS?FrJ@*WD^s%JZvFysN-shZNeBNP#5Sr}{2e3tnR^K;o;cD_3zISCKW6x>S5 z*s;8=ifI#grsKGtuSyuJuD4n(m$MWl&y}ESh%%gL0o^9gDvnt;@{U)b<91O*5M!7q zKDCOw_45zRin(VIBg6S*w;e4z8&XJ#?22I+BT>YmGsK^`m2b?-c94x4I728YS;82P zVgM5inLg;ZXL&PqVu<4SAQVh8oN9o6R362^k&w*O4666k77Q2OTBW>L1mR%G@-}@G z87?R1-uigcVuqD>IMySV8D_|ql~z<|gX-|LtPTvPNl#0Vd)+LCzuw5S)W^p@ccSx3 zG)#HVH=-r&>QyaAQ99X{Y!4k_KC#-t`LcnIQj<1vUA-gGW_&kseji>)6?qN zepQA_jJZ{occitn^vJph=BO0e&c3@#S$eM*5}j{Mwj0A92F5Utg(0M{Nb;%d(yPY6 zyN@zN>hWZ_@^0D9Ff>cA>$9>YYjsQQIU>CYmD_zZ^{#F`Fa4j5d^@7b{U5LEXv3%b zmS=98o=I>id;1~keiZp(@&g98OZ(4lxk}S)`yylIgIYSOOe#@DqrZMoi_%Z7>w{17 z$)SMFpAStQ)KaQ;P}3O=Ojj~WI&{;f4X*2IBF0s&TxDF*Lg@is(8Gzl8slSpG_4(e z7mjIzT+^al)wJZ0+`W2G>)4KQoe%RU*8)N5;dGpbxjM%|JRc%Dq?RvjAY#p-!QTDv0R9qUos z={g2a-(v9e4Yzc|7j~%%3~tyZ$MmZ5U7TL8QYW@&<(++7*i^EXUpGr+$}Q@U7)A=z zw5?Y6wyesgENjvuw`i6hnH5{E>zlKkvYMW?35{;J)k@J?v8AA?`k6;v+HsMZlL5+Z zg*p{#Y-lX_tB-J>#xUVJNF$ehOp|t{jiwS$7!ic9N}LvP$=fnL&xd}+=mH<3Z|WBu zOU=K;RBGWRW_~2Hf;C^P3fUs*7{dg{Nd?CP+CLSDzy~-%D-!0LMp33&t05Y`puMPOiuT|hor@-+e z1T+0F5xoS z8u)R(sWwS8iPcz$4#-7-Rq$=Fhp?L8UAk3P^4*+4l|R$s1qi^K$?b*nK+KXBoZK|!z-pqVvKPtnhR8@u4=og z3Gp>iM@PrE<0}u}I_j+ABV@)o$6?{hy&K)>#&dM*%5#k0t*Qn>SA(cW7j^5_t^fY- z`~Cm@?LU6?YXDE0<}${dv^_VIcS^P!B2;3Q4a6HSj)h4IxnYMH@R~8Ey)AnS^Hmppp>=vaxGiDT~XN>*|wIZ1<+j-A) zY&UZmFLWE2%G%2RYjFq{w$N~(XIm~JD{PN@$}|Rx8txt?xXmR~ zO*BsE96?*+HW4d;11=Q! zn@!+tcuHl-+XZ%o;?GLAYIh?1k@odOBU z_HkwET9LwADLnK?NzPit_ROgILn&FDj^h+Y1rBdViUMIB<7;SN14wmD3Uo(tu3@;2 zcTs)EJ|SnBX{v?_{AM#Cu11xu3PkO=ZBi&6^jpQ7HLUKBOxYZ!;y8|YB`bjf^zVY+~Kt1w+$b9fC}9hV5D0ptjrj>zw7sHt9w)c-Qx*M#@t8A2NM4}d~t zQ36JgMAHd89>DYr)8DZNXW7;SA^hwAGlW%*O(lHML5*JBR;Xt&r$Rk1uy0Lx*0SWB zVdXr-lOs!cSyUxN#}$G@-mt88&uQ;05v~fdvwhl6|Mt!xke%&UO>e$^RfR?n?;gOe zoI=*Qu<+S&EWi=aS+*4V2_)CF2zommEM*P(648eTY$_^Es_}bhUFXOY--1A3cKd7x zQfyDQ;9Ti@Gw0YtvYk=2en*_Jf0e~x(Xh(2=t5V>FLE52CQ32B8z z)#3;>fDOWen$*$ICBOAyyQ!AB7ng=gqx4YaisuG*w=A1OftR<3cbna3{;hJg3KecO%`Wdh&A zx7p+7%sJcdMc6S9`E|Et%powHH%g{4ZOJJ$FzJY2`Gs+#7=G^>V}CPIE={!sscs+sn>Ps3e3ySTe1Yq{DXe~f(cejU;J@#Y;xg*|mA$F% zyV#jZ-$hHR=Pvf7>f2)X(DpNu2z;O8(SQt(;tl))_WI(4KYJquYW_@#QaQC3Z^C1U zg-XP+TOB}hqDb)z#AyKVw^#6FUqkAb=zE!8z#sjQ`N;P^K9~4B$LDw5uizad+xaR^ z3XF5svW&5bw3@77LjB>hrzf?7GpX2J^eyB3#kPi*(A3s&NA2yt5bSwRg*26_C)ulb ze+&;2D&~P0#a4;wiv^Q>Uwx07trM7Ti?!AJLg_V`YVakSKEos>lUj}k;?s9t!@|Xu z!aWpUr$Kf20mn0FypJyEIy4CpoYI=^giPh5(G4A6ddl;-y3)0hvadP zJL+%)Y20KJaswuA;RU{5#BKb6?>{rQ|H8KlX^H`Q5u@l~&@}vsMI)FoG+~(2cpV?$ zU!nYy^N2nK>Im9v5Ze{8<{q*GHoVPWjfGIrpiV2_z}P2TvOSujChG-jBV(5LPP5CW3FiE zz)$!taJHXeJ>YWT&6iM@#lb8(vkd#8OT3;j0^NMOJjrSQ-Gg42xt~!d{Yw=0Wq(g9 hi?3uEsjp`7HGDmbZ{V9g^$pzQe;2o0+;;K&KLH~_w7dWS literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNode.class new file mode 100644 index 0000000000000000000000000000000000000000..fcc8fc3a0fc49f08b715115b2d9873b9cf08c63b GIT binary patch literal 4853 zcmc&&QBxCF6#i~ll4S`P7DPayf>v>j(UedtrCPwh;tPMzs6JoaDo5A-K=dhYHfCL}W2(v&@Kguob9Q)z1@@0^)j z)K_&at6K}&)wx9@<0P-<$rssWOy@>w#@!@22EYL2`+*>hrnO$66*6!r3jAPms*Dm;PL&^SGhClw> zJyP)Afqm%MD}9n&(nCiqM%uM2Zh@#lCCl%VDNcf_^v z$fTWH&=w76E~lG>fNoi~<1Xjgl427Y~$5`NIl8QM?&uVE)IDnfO z9zvL5f99@{S@Kt3({r?z7#WV0;^}KqqL=T*{@E}Zu}?t*A`Eq=2v6Zi87hN9h8DkD z7(&LHk;ywmY-OnF6KjKLQ&5X`2DMUn7zz&7A%H^+tp)tb<0T9gU4rG6Fj~B~Zid4J z=IsI|j8+^G%X$ee=dQ^aj_=^#%5)@{Lkos8MQAa!^z~ON&k!aCHV{*prV-1eou5C}%rSQddH`jWJD#~$|rWWt*c z;f*l*&@VhXO7*3*j+9i5AjTD(!+AR3{8O>a34W3EMTc;KB4T^ZDg(N=kQIX=Tx58( zlTQkE`R$g!r(3>va7E>w$vvclTLUjCNaJ#Oy{_zY$dW4zogP|iqFpRB5@UHYJ8$Ip zWhaEI4D}zI&RyRMhPA$`CuTXo#m1|8i5V=?OLi4I6xx?+r*0T;;ktrrn5Lxc^{VVQ z1zoD|GxR@KsiuN@R}4p=*BzZsfWY!<4Ylk6@nGTs2DU`=Yo_>0(A)e8#y;CvKcfWN z0!l!pAB`L9N+8nc4kfcLhffvL5y9rt8|2oujrFJ`Z>&cc4J;BEY*ZyRaFMysK%!>s zHWAfeMCu46YH1A87@|>j$5f=QV_0^X6ZLAd+BCeezWH4+EQeKDmQ+cW`x;b5m4&on zmS|Lis?^33`w|Lq1>^`lCAlf0Ug{!2#4#9*93;W@G&a!p#`?w0ug?kA$f4^ko(?xQ zzmjN1CM!E6xjE881XrnY!v07r5nL_H2?vOf{`YDtgkuLO&=zUm{65$zJTgcz=Qdw- z4e?qlhHa{_TjVOU+0B0@ysZ|Z;`xoEq#-T#%%T~jcTTfH%YgN zsr>Ssk(&`cfl%1a=-F94XNqrsvUjW8qT*#6wEJwcRW=W&Ez8J_XLZgE(nXoJ^SO+1 z!OR-yrqjNb(m|qzoVs>GZHc~uG}h6miZ;DsjvDrgIqJ(vQkK>PFk2>rZonijgc>Xp z^^w2d(12S16iqR;nVxZVKRw$e^#BdgC+LU{JVs|U_85nw@yF>;v^UnmkI*FQ(ndj z&9zHD0v-_7OUG7hb{tn@G;}&YtxS7VgY23nlG~)d< zKEUl;U>qMpzlAQ2V;plF8IE}lg~Q-bxtMR^Xyv%WahhX+;|#}HmwJ~Y$Pwb`Y#*HQ)qlsao}1l-O#uz#414dnH|PG&x##@uxtBlwe)cPX zG3X3qTu@k1+K9n-;0?wY)}ZevMp~p)j1tnRZ?`k{jEb zN!_rug2D62lwlXhhMu-U2s5;$*R^!cHFAp=_@+jR4CngxZ`w1nC_u6lhA}Wm6|Ob z$Qg=SD682b*9?Pw{WYVN*uik|h)YUTV5lRTH{E@<62v~1F(_$sbIUY{>_gtcFzq~T zZtXC9aWoPhM8KMNdsytgJem)O9fbeshhSb%AzJh?ghg|A!BtUCuTo7c zXjX~NjL?GGr$wHph_`toUJk?uWSucyj+@A8>y3@-OH|UGVs=w3U!3Np$Z-ah0pay4} z)q1bS^o#qxnR+$sXq86i)P_!JkRVlAs)id@XvPI3RW{S2Hj--7u&klXE_!R?~35M3zJYim4d)i<@g&VM)9{#D#69d48D}bTM`(dtb$>yfmsn8y0Pz&du>HcUd@P7+PU6&n-(M zsw<0Tv5?lT>B7!&7jpRk=hO+)v@N^9x18EzVTcN)pJ*l_B3>EPe_R^P;uGqF6keJ7 zhuvjx{y z*imq8Ia@qc*^Yp1#%XlZ%2krRfYDk2y>V$qPsOvIS3P5;o!8<`Z^augNXeUnK&m~U z8<4UpwlYDz$cyUaII($DD+MW64Z;FHj1V6MW0~=*z?*6 zVWaDHdG`)K=z4J7$PtP}DBS|(F~&!u>dAG1_B%qp@1Y3sF(y_=qYp_-g775@=_T4B zg&+~F*h}K8BTMxEli=+!Qk2n&NxV~XvDFqF#jkQY`)*0{(~b-ynU1 zfbU^^7t);YCPCj*%#fsN`f1#DUX{uN!+)BDG;YR6biiCv3IS{AA z4~<$8Q3)&fkQDCHSi(ohQol*_bCjO>75GxPnZm6U-o*m-SWICF@2!AYSjO!Y9JA16 z;e88=g*FQv76KN67EV|=Y2mbmZVNpYdM%u>FjdmLVPUi+43yeCSSOP*nS7JJp??5> Cc9cB; literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$resolveEdge$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase$resolveEdge$1.class new file mode 100644 index 0000000000000000000000000000000000000000..edfadd6a49536fb1ae0d6c0c2863e71b66070810 GIT binary patch literal 2027 zcmb7E-)|E~5dPM7?8Y&Wq=iCh)3kAEV!)S#{&q+SCV^{BsG2k{h=MZWC{XOwmjz}!hq5odP@1lHZ~ssQNh>>A$>eG#uL(3e zBU0Q_`)T*CO5}k|BtwWF1x^p#ym^#xGc2;~2Q;)ZK*RDi0+oPQRFCLWHLUYqnjEKG zOa*BivvyZ29edmvsGd84z_Qd$2VgS?u;~EI?Pd;ObKn{dK!Ng_Hab}s_+ha#F8r-m zATfwKX#4wCP7jYA3bF${Yw> zS{&|zrQt1sdMApz-l0nNW2uexq%l#FwUza@(=e3#p(6PgUgs7i&XZncQaKHi8m^%1 zFuW=-!3ZiOul*W4EW6#6;^VAS=7t+^kaiV(lC{Ekv!sI01b%)USx@@%=@4=$*`}_I zTEhU1LjDz)*6=pIsN!>c$syqWED;fCk4=i<_7RwQdY^&0ROt2H=qWhC$tjMU!D(1{ zl#L{|!Q_ta8kwXq2SusPVdREn6v%K-#@hYhT_*%CexGux_LOh>+G=iXJSPL0^783- zGL}8Xf&7A7%{NBH?NC~)*bHYjO%O&_8#hWHMx+b00+?)A@rLt}G@jDi)KN%~o$(yk&6~=PbE<-r@p5 WDq=nR?rR@6_$fAg+(g^Qt^WZcD=V!4 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentNodeBase.class new file mode 100644 index 0000000000000000000000000000000000000000..0a186b227c00c32f54dc6f24708e57918350f45d GIT binary patch literal 6073 zcmcgw?ROMc8UNkQ?#^bj3CjY34Q&Y!8b}Bm(ida0O@TC&g^(Ztgi@r#?huA-X5-%3 z0JUPQwQs&vty)lPtx9XPN|gXD+NSy7hko@B=sAAzKk)cT{N0(^WV6{M&~tRp*_nHv z`#jHm?(=@OXLSkoXr&=1wWsF_A zG&Bf-zGTW8E7)EAXZ3MCk=3o?#Nes3M%wNkEZCJ7dgkK_M9b+l_yvMV(=zQIfvU}0 zjzkcI7DfOefyR-Xoi!~Anay%DGiS*}@9cP=tsyK>ZH$iD7y33A48~bzl;lx?PK9$!^9!IyVoUOY@8_3xMg>05s5wdYKe(1s&d95KYPZfFNv{FT4 zpIRYiEiqjixTpa|nTenttHV6by#gUZ`rKphFUmBdo#Y)KQn5%La<}Sk>FMrKr`0nV z1sB-9`K}msZ#g26ygQoG%@w&{*)oJCf%`n&oE;xcn3iqiEj^n^SxV*7OiK;-3#>|? zG14QRh7ag@+K7k(&70@@X$i!$n{vy|*b+uFT4-9wiya-#dZUJ|lxZwmpzCybOv_NZ zOBj3MQ^8xeA)&mrU0~bY=~SR5Z^&GB+;DC3%wqaY=cuUjb}`y}-Kh%r3Q`uGkI5p( zGg*cTLuL!B;CODgcZ$-yAaLz7ZeR4VB{ogA-LZCxsjTUss~*Q^>A)4mZdxor8J+s6 ztctsyyG;&FCAMkWuHkdcMr3AW1w<->&!ejvo#?KbV5Sy0yqNMTC+hAc6vmiSxwR+E zZ60OPr96eKN}2P$GJ>7hrNrqK*fNuYXKc?H^Fpg6%2YD$6R2ml=^Z>cc=%9ipzq|+ z;h_V41CRARR-O+%_mALl>BYaqaTALnT<}B|22GpInZRV>voO-Uq2@YraU;S#1IbE;2;iDBeNWe>l(hubazIV z0}L9cP(2aBF+5R&qd3mEw+N2l1okMvmjt%nse7nU)$kNq_BXXhaLUzt+L>>Uz;NfM zoq0zDXWY5z%pZtg#GTWL)}7Af&*}M$o1qU|Qa^1pxkdh@D)Iu%2j%6rdyyDgEJMuq ziKX&E1Qv2(=ok}taAD;vyr~8nudx!P%Ca&sIHroI23kimWuIyZA{fULVH9vq;E_s{ zj(Qg8d*&ny4Hw)(dPL6_j0nD>ytaU61bXj0P?f1GBv&^qFNX0nzD6_7nkdDlXIRe; zu{|*Q&ZiCUfL|9#r1fmJ(atqCs~{dVnj23UG{4cF5zfz<_L;_+bREJs$|9$v zt_AVUFrLNp)SIV$frmevUkHRPwvDa}vK*xg`8<=ATaJP(9c&c^HdJI@YDMPPnx=Ga zbS!Hqqtfn6=KwvqMi@O?BxJ=yz$IZcdeyWNSqau9Qub>z6jJs%u_ebcg+ht!H#wC(JiG zUd6)iQxBmY>;c3G;pa^?V>9T>Y!~9z)Woi^Z;dbP3-KSFn&6;{gF5%^ENGlJdPshb zJ!GyabO$9Ax_`~oM2kN(H4znjiKwr`*Iv~nHtnh=Z2HZhKje=F_BKS) zs;UI5F}gv)IzDB98KD}IU)Z19Id(P~1& zgw~WmBhgwy>&l?Z2wl#zl0)ZikA6And!nlvVzIi|92K;$=%|mzD#3T`Iy(J)9qB{V zI7O(BuAY87$UBHH(?O?l0*U=sF-y|Ye#^NsRy+RY-s9?vPEvm13%hC5#qyaMavWDh zN#M~t_R7i)F|VEMy;K(TE_F3-`_SgL4|OFU2DXhbEUJghVN182wruUe0+a8kk+Q~3 zX|hG$IeV|=`FdFu*x~i_>M&3kJ!Rw%sWw{mo;jAXBYNIca}U^5&THnnHiu~~3uAg@ zzdq)XMN*b!Wa7 zNb9WOyM}Lmm*DdQ&U&~m_>Q#PKy}MaEStoN_c-_A7N2!cAsd4q50Ng0zbH%>A1kp6 z>XQer=Y*8(Kv*0N^I&VsVU+M5()t`Z62w<>1X`}+zN;L#0w|%u`|9k*0e9ol4asO7 zYALEZ&@7{CSW(XCp$d##9W~BjD6k$IJca{&`^dPyHMZ#{T3cGkcM5H-H?e(=u2g*r zVh6Rd)7hoorSiljJ(|$Lc(xp)b&c<7ij&P*ct7V2)H^H@vU4eW4{9_!L>VsBTqL+}oHPx7yRN|Q7h zM&m>{ppNlA`0=63ANRkHCj~Cy1vNS;Fa^CU5D#o^jdR=9No3-ot&uO5Pj|?^n;v6lA}%bzGZ5p(_{%x1YO( zr;o)0YWCF|n7Asg-omrTV$a>c3m;M1DyR>B|3IkuHnmc%!KZ=WK>`|nNI3nt6S$2{ z2$!umD4l$&(9e?I=u?K^xA7hN96b)-#rLT34*U(Ta1`QQ{v&*!Tr|&ZADRi1 zhbe_};bm2x3o8e6UHR3bE8_rN+E1iVOY7FQ>-b4|JZ7E4w757kkrMKbKsrxwHF8C} zNp3#;Xr34=iej+iCyFBq6A?Qgp2sD+G>@o)?3Wjk{paPfKf9#tuRH25m;I;n#Hb`Y zRieB<#=}0%|0GjtC+DDw-P2StN|h>Z;A6hu;ECU$U4MBTRVlog!mm>JHGac4uB7l5 z-aZZ?@msue9L*A|Bz`CHdx>`?f)bju@uI{_5-&?UDDkSqYZ9+ZT$Y%Wxc*;IF(tnM literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentState.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentState.class new file mode 100644 index 0000000000000000000000000000000000000000..9ec0f3166b2e7980bb25b47432618e48f43c8f9c GIT binary patch literal 3392 zcmbVOT~`~&8GdFZq-7BxWK6JeoyJj9A;(!Db`wX$HYOpKEwBSFwL@BGkrsK;YM1V= zXy`|(rfn{BpW9ybq8H7V$%#*UI9&GhH}&)x?Fub{I)@$|?aVtf@7MEw%>3&=-~JQ8 zoA^ZFl40o$*RAVD-E;z9uezQY&UMmOu%pkF=j7H(U<76wLLj?oY#X|5ICcH*`leY8 z(nttA*IS)y1@64<`lhjNlci4}HETIma7`dtC{L~mBnp$O8Klv#Aqh>OaGVvbz_NXP zt{Pa|<~`5dGQD6Yjf}uZPgU6o%)05NF(i=QHtd#pcSB%|S}I2ll`_a;M8hz00;7fa ziO`Qy7NY{^tibe)z;Ye`QO&f?I{nVuMsvMpXnY>MKdrqjB4O|gy07P1I^xoz`qMIZzDc( zJa%ih45wzBe!k+mjn-Bvc5Ef^ETXUqKmHba%q=8aTH#z(`nk{Q5hY?zx#+8HrURzVLs-~#@90#-x$z3&}?zPAF+B2ysv8jBZ+&o1(r>aUeaaNg1?*Ao~ zRQs~2+iG^0boSQR?ZNB_XM62idu{G2YHs;rcy=b0O-r8F7j7&(*#BhzQ-%9EEvXJ< zGiQ^kn(e=kRJCksc_=%`b3+gIKOT}2Xv_XzQ>UciGXiH~P#k)H(D$(}9^c&{21!|P zyidcDyA+n(aQw~lN+S^HU$N?r5wv7MPAs?hGHRM-XWQ~EX8ByNx+rkot?|%s#d6HB z(cG7nAdsuLRl{C2JWJBi;vk<@)yAT+717#?+w!XBf+ac5M2c3AQIqAfAz*tpw!(|v z$299UNsm%UWXEMg<@|RHt%3$}@@66Z5$P1i<<2@U6^{L+(@^>SJ*h|NBM0z&aTf!{ zrx<)V@eNKDzr~M%T@=5@E5+p3nEAXTpv`ZNNPzyf7S1aduD5`rgK z>^U8m6grwaa5RS{=_r49JJ?E8FH@q_ohl{{fhT({_$uwAH$AIT2Ugv~yF4K!T$5mM z%shqiu=oV`3Dn<7hn@{_m)_Iz)AVCBCMy%kibwvee2-F^l&f=;a{K7*%(I~C!%sVr zl<|`(Bbi@{U{{NYq}avJBtRmjT#b~gcyPdTwF5NpLh>JY?@lrC6z@OGDY>8L9wm0M zzK7a3*jy=oiR+=THbqLb(~MgJegxA+ssI#+EX*IYxQ45tjYj4k|SSC!H%-+3wU(R{XbI;5D7HR*t}^TQ5~*xQc$(r`l&5XN zZB;ZOId!fxdA@zg>11|Gt7?j=Sp{Vwzr}Tr#uz3#u{DS;hEx8ISJ)dw4?|DNuncdS zVRiIia2uq)f`#PR3d48*kL&|7?0XQADzNomWVmoJ`(^Y&?uCSYhUloeKOHg- zVK9Vlgc-Voa)v7hQr)nFp*QMqof}o|F!a%IscdrLf(()U@G$fnR@E+YKU5gbj_&op zvAshK@iwwwioWYSUn$ISPg~bKjXaobFbuYabiC-%s7a4O4-vr#GAq%e*Rn%gWQTY? zJH$nHsQ2Ub>=17i^>TJ#7~2~ylocGqat+;8)ModV7sT5PM+@9bFDx!BFRAmHd%5M@ z?aci3%yovtqit-L@ea<05XA^Xx2fg1FhP|uhM4e#aWd0azsTK+=?Nw07zVse$9}M2 z&1!~OaX7<~c2uv(P%s%n9OoIPI!Z}C2|>KeFr?`^ciku%R!g7JGDG2jaX8kQeW!n!KQyHAXWJbzT->7Q{6MMb}I-;@OcAht9mjMS@3nwhLFaG3_%KQ;X(|O_Z42RVD+|tZ^Iz#!sVS0^w8J}RS z7pwSG#_KpH_TOcY%9MMQ4kJ!%OE6q&=Q4Z9Y->OcO9H?;Wv>RvmhvH$ssXw>N}^$+ z0cG8y=mbdhLqqhaj!Wx={mkxTIkfvYBps9dS9tgF32BlgdcqRD12;lqCBf}WX_jqm zm+Xp5w;;)&NShjMXz#!~M82WDU1@ur9CJ8pQ$ASH97D^Sd`UD^rgKKY(!5&g@23=^ z7w5FHKR1}A+v|L#l;@5=BCD3gowTXBE~nBsn6Y%zb}2&;C7U*J6w28ZN9VJKkbQiy zLRZfcUol*Rl+9R{O_yeI!Nnv|+D%*q=?zh%fN)scTIj2r9tu60sZwtm0r~@SZ2T7t z#JVS*V(3TuW_Untq&|mXyhdNN3Ww=owcZgNB^eK?FCl~>;Yu_kWPVG#gx=IMjNXa; zjENuUgMNgf`8z!R42kEMTBZ4cXSlS3>8F@^@*L^a;mlLq_?=b;uuW|jq?1SR1@#7K zB!G*A>Jk$476=6f(&QtI&|Ae#!Z9R5gXRRDYa~P17=8|^rjLwV*u_UrXsp%FaMR8( z7Hd*y4_fVtJ$#pMY?x&!`Cq5Vy;{kZRg?I)o(30yb6B-279PLKmSn6IeqqS99J4=jMMX+**s z_=ethsdt>5<%CNEC)a4?P0^eZ&1um@Tsq#jT%5rM2`{W6pkh;np<)X~6(&k5EZA#w TqeB^=uc6C@<3e`fy3qaxUjzPK literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$withStateLock$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager$withStateLock$1.class new file mode 100644 index 0000000000000000000000000000000000000000..f16167c6c6d3bb7379101f1db759acc3de975820 GIT binary patch literal 2008 zcmcIlZEqVz5PsH9?8bG;3s9Q2DWN$^;7h66%L)?QEQl&wJI~ zo`G-uE&KwIC`f!jeC9_Xp1ljjtx=;!Lh|j*?##~2&NDOq^RM522e5{wz&)w`ZWMKV z*-^$Oemja)&imYJ`@O#rY&g-5l~z5FhI+C0t+t2RK{IN1y`?gQ!2Q+T+sz}{mwqTs z$N#c*q}sNz-t0y;)W#W(Qmc(h{G)!)*T$;Y$k5-6=*Fbd>c|AW$6-T&0lm_dGDZZ7 zO>a?PYB+*Sv?NeJDUy4tm3AH|EBB?93_~0Uj1RuP-nBdpi_G0!x74`Pj)7a40+H}D z0;8>vc@enm*+ZRV*>Z_`lrFFAs{@&a*3*5e_5`M%Pi2n6BZmUzZGjc3>kglKE~z_7 z&ewB%>Vpv;<0DX7)kfQOfp6xUr$M;!AITa-sr}8}X9)Yu7J7S9{*DC_ECj}#L zPMdzzRXb_&Sebo+YxBeXu`qlj;5DPT;~y#8ilsJ*FO7*f0O&XIzevMSwnD`gnR}U9 zWSu6pO0h~<^HtnH*=6!3JA@Wg$Py2#@UiGlmx@nZ7vaiq_YYQH87o;=y!zBCFbm;v!?>n*NLWh<6m?L-HXz% zWGs7%Ug>_lnYR@>USpFTFaH{=kD#BP*N zabF2#uD}^bC*S}lop3FbofB%(0>6v6M7l|Cjnt*$Z0-6}%+_xFin*V-is8Au}p4O)c(K+zu@+d zRLGs2&y}A!nL&ebvu~+UBCV0$=T|0bxK3sipK`5m=ez(H5O5uF1#lcs5ufp-z<56= zJs>wmla+)A)rTkqI2YhGj6Xy%z(n?wZ4N(s(z#p~JbjRbG_UQRtnzJZ T*}e4ule~&M0Y1S-fV+PK481P8 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStateManager.class new file mode 100644 index 0000000000000000000000000000000000000000..52c3170354545f5a1414170e3bd2b0cb3b4b647d GIT binary patch literal 5768 zcmeHLTW}NC8UBv$Udu*^s|XhX0^713S;jbt?2-VsgTNPx4T+&GUCV2;SYA=>%0Sx? zliu%5n>M9anzkX$6X}FN%1q<((wV;YsWX}BOlSI z0;yGQGK>(`)xd-G0y`YtFG-shN|tVDX3D&5q4lOEdx~Fi%~ouas%{tXS?6?9pmTM*b)$tIQ&$@d zSy#Emj_q-*aG2p>6-zm*P#jQ;Q(DoEoz_)_TM)Yi_BCc#El7HQkAejDN-ChxK#c;i zi@J5rPLcjXZYtp<(^;8J0wax;o0%vXIVYg|T&lgR{JtU(xJO1r$&P)xcUhncyx%>N zSw4PXC1KsIt8-#k>k8U+w~mZ-9q4MVqRUDfbC*`#UgBX;KparV@){$nXH{NzBQmkr zTj?MkXI_w{mKPA&Fxrr=K??2OS>mL?=qkgv9QZ3(&c+r$_A3<*T zj01RDVQqLuV2vy2gsqokcSxY#I#(=Q95VV;JztXHy`c(>N|5Y9uY$wqBWU&~+QK;E zY#?j*(_tKQ`uzgi9tvJT3=)9yOe=xDDza8Iay4rn$H!|igcFM^NR`|SVuYU2jhVs} z_xfZt`O9*%s##CrxmujW^MrIdB+Clq)HS=NFyv0-j6{`BaIcM7r^tLt4xD9V=JEwo z3qzGiZ?hrY>3Ouh|fn>2>KESS5!qmrWBk5Q^r5$xF=rrg)GNajLCf6nvkW$ zPC$v2XG`rJZf#5GGXkN)MMEn(q@i83w;+&7=m|B^Ds_{K%GI#7%F$#=YPZweTs$!^ zP@p!ED@z99@W_Xd z50(W%MDkqHWv`9Ycv|33bF+ID&t{L}iOkI^{I}_lcX2Du$xWqU|OeNj$|D$$Unj?}b;qk*Vz zvuG1-wMXvFK4UMhi_{;DMAneq-0b{dB(nBIy(8oKdoR^mVOhtaZu7LG84E$LvUmvi=MWdswI)>NkG<5N7qCd+FV9odHqrD9I& z(Z))Xy_YPFhxdX(tNUlvd`S~x_wc~M2;uK?7o>U*q^jhXdl+$sT#Rn*54%kf|Y6iAbTl zNMGk*4{53Nrmem!*HC{KiBXEXjfVbY^KCRa5`WDJUWm2xqCs&1ieAfhBlfZ-R+0}n zdjCa^^~}qsTmFdDHSBJgLn;%Fh2O@$Xa{9PW8qPo9>0ZsH>AkaXtL!to^U30Woqx> zV5ZJq@FoTSlVACfrit-8$nUinCq0{d8#@L?#^>$yx5j)i%AmQ9#=@<)Fc1s-$o^dn zdodcTdmVdXbvHSWvnAt!ISdU-;^-Vs_S?*2wa>xZ8E7Wc4U!d^kd?4m`E6FCE~~i1 zij!S#WHK}emrEunZ78|CgHPVZr!ygk&Lv|ZIx`l`)KJ-XG2y`tL^4Xb6I0%c)!^n` zoEwdvzm4hlXz{o37m?t0KM*n5iiFr}_r0J;#C9kR4;TS;L3n~V8N_Ef)%gT@4#xvD zp?=xBAbfnwC(!W#+bd=SG2|zp^0P2UkbFSbK9tV``ek8)&Bo@lluhf>S<8ie{sDi= zSjx-hli;&LG49S=G12CFz0fE2;jrjHhuF_`GWYINmWoz4 z_g?08!pXw-@svxcytWxAF!g>*ISw^JX%~nLUM5esOMO6&_84UT9h!uRBPw% zFOmv#)qPyzvlg##N6x&zW52uhZ@e%#W51yVJZPE6yjJ!l>eP80)N!9{@dB<;_3M1q zN0BnCqshCtI+`Tvyu@^Deg|K?$x#RBBt!yFRDfI5HKqhXsjPq_`o(3U%Yerz{5_1% z>twZ;!X?X4Qb?TpvP3vxvkyDt4*N(9U%^-1H7T}ojbEnnQr#Tjbr$>aH5+*Sc%9Ru z+{0D2;BQ;ZN4vejrw2d58Gu7^_ zTf|F$0zU;L3K9>9XMPmo%$k-2BO*)Knz?6Z?%aFl-ZS_2KYsZYzy>}QxFL1ev$h+` zt}-qQW1FfW4*9L!H{n*a<+pa6O{o*aiIQosT7wYaNtbBj582#lqq6XD&=0k7Dm5|* zw=GSWTsmz{)PJ1RP!=e6f)#<;&Y>L0Fp;JkezA9`V%HXEbxtsNNA2a^&yzP7I($vkm^9#Ew(aH_Z> zam*V^-SX*a4b#)|=^5hIFg>l~-UX`b+Gw{aaDTBgW^UX6a{Z$zY%lE!eD}YbU0)tI z&=(|VZx$g{i1KU$OdG=VDeSs^BqdZ<3T@na7HtmLo%I&36n=F*ZSXVrZEc`rA z61kTs5_;jk)U5NG)T*W`BV!wQ7ge9UMUs{lR6^254K#7puU;!ZE2w{Q^idsURSjXm z^Re1M4XXlcCl_oq6%EYdy*jRAO`sMGFTzLsBK1cecd0+{kGJF}HXG6NfDNSdw0P9y zTV>nsE8k0OER$WCYM;gXeiE42(On~5o)XV}owE`3Rb&P_)7;+rJNqonKX<>Bsq8EE zuw!bC$QYGwCo;!DPm}_4985e)xr@(E_mxo)pMC5;yg(*>> zx9~QPZV{L88fLJ7fZE>V9ZK(H-kV%%Hh;wOZ0p%`EECN&f5Xa8c>jCu4}JJRsQc2# zJU(F90v~hL%XcWZIch8xt`Jn{0I2iJ9|S|X%emr)42}`6roh-!%XL literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$copy$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$copy$1.class new file mode 100644 index 0000000000000000000000000000000000000000..5a69551e615c631bb9efb519557781237c7e3494 GIT binary patch literal 1779 zcmb_cU2hXd6g{(c?8Y&WxGj_tAP|=(2E0iNl-3~-0<y^3Cdr&O%7#0`L8y&WsgZHG zp3s8Hq|=Fs277T8C4o}6xg^l&?#Q7GV`=)~*IPTP=Q_D)S)koL!t6b@mG!?=PHsyl zc})BuFmw2p?OjKHTw;`q1lj}mg|`-#zY(Yz_2Yg}WDEqR^U#VseDCu>c8^g?-S!!3 z7m~J@6u4bvsD0SCKxIW6?N$XIE_BCCZ|4=kA53FsaZ})@H*R+2>bMu(?}N^2exr(e ztgWx>^0;<7b-a%=lL#;?Fu!ng_;sAZxf;qiFHrVw1#XV(^u^@`rU==Y%D1S%+)?fY zj%hPYcGX5^_mtTdxU?|Z$%~^bfo3;J`{9mqTdCB>hSHeC<)dN4ud+CnTd`s@&%aJB zabA;Jl~ma*c6BVG;&ay$n4kp}vt^??uHdTYwoA`^%j4YWKppIY=hcHlBGTMKzsM6_l<6jIK&dmQf4R<`Cs7*R6#n;mnx^z zejai@t4JE~KZW;5?-1Q0^{JR@U4D+Utt-D{?iX$a*0|0UB3!^l?x>WT5;>YjlSl6o z2RMxxe1J>TzQg@J(tvcGh1^gC}C`ddYp7~LTGrIwj8WCAS+L?Q1=I*_B?mcsV|Kpcm0j%PYz%8l6p0(Xj zc9n5y*s+N!aLBcGhv9m(?vFN|O{f!el?#@u5CRWZw(hhKHet+jT~ zx>y@;$!1O)m4*j{eyEL8iIH)*VQJT7(rIg={*$;Rzz9bArHV0uaywWOm>!NGKUx-O zo)*bHwVQQ6QBLkjCmDu#EHHKQy3L;Beq3g{z9rBefFR{CbktLa0+$1~uhZab?e^QY z)B7sBadS^SmRalqJ)mNricA|(hj*2_=@Z^865jL)FL1L+c=Kcg0+khQv|AI{T4;}0 zt=7M!;CTL9i`xR<{qJU1u8$gML95nU9#ADuCyTp0s+m?DmvDIkCCmuSFPwh+IxgV# z8pbgvFy`F~+#c2GQS1U|f{rDjm1nlV+-cqg&T2ETJ++yoPn6jcxUw+J=EdPHfuL=Z zZg`;FZX&fwLurh4`HM=!PqR3dyRjmn=l@I1I2>4Iin)(+NJDzB*pPyEWXxZGmb~T%HgA zuW}u02&MkOKlqZL*ziQpgR(&Bo4gT_p<^3%Px&rnJ2KvuiT0V_@{_>CrtTW)vV{23 z7a6-=Uqxo1Q_bV`e=5duK7abTOk`iNVV+Q{N5-gRBbI5ZNYr!pO((XgHok}LTk@y2 zX|trG9%%3W;*rtqA%|FEJ;!+!KPsql243)T5}pKsfVcSTJ>n8x!xXOIZEAay_bI)T8E^7h zqwyn_rk9^S!xGV~X#9qEe!_d-Q=xEjzEJ+#$qe3S+=6EOjRY1bA8=GzH7pX0<00o7 zSKf=i%txHZJPVHEDI?-eiSd3+`6bZ=P1aIw)OYw2a27A_pcLU8KTHy)sHDu>R1T+8 hyo8ria_fAGS8<2;Y3-mKVI{(<|6?t}2lz0;`k#Z150wA_ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$getValue$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$getValue$1.class new file mode 100644 index 0000000000000000000000000000000000000000..bd9da38cba3ab37e3caeca2cc35bde32d44dce8c GIT binary patch literal 1885 zcmb_cTW=Fb7(HV6KCp7yq-b3vsUxQ zf8dW4sk9OgsL%aTRnOQ^oVp^i#KX*YX7=0fdcOJV@7Het+(0C-B6ZldwiU{jGA<39 zHc@>X@~qu{xE8JXPaDoA)Ty+T+mdmnD$6AZfqV7MmByaz$}pCu6+YbFQ%zS}ZM3b6 zwejX`=Co01xYzB3+BlUM8HekZ#!V)jwkGO4i)#W5W29e7Cmm8$}?!x0DshsAJP zZD+0f%E=w+Bm)pX3(OqMHfTHE$9Yz(L7+VVLCR(5y{-0%Is!-Dm4(M9bCEjmRSo)8 z4SZGmIOtb3IOs>9Sl33oRe{aL#)vJc{ZFEU^{p*!3B35|X6si*4RnAzwbfo!MYpR{ z-@)ZkZPm&+jxWcN!wG?f#luTb#vJA+FoshC1@Bg%KC08f1Oz54O-t%3&tZWxhlL<; zRGY4CtBovurp%7Og~egsE)8D^R2nvEg?q|vCsLaK@F6wp zye74ZiAuBBm9dDDuiuiu7%ixn)Q!rxgvZgXMa*$gkuz6(rNN-39UkU7v zOvs9U0Q#FLEgTSrBvt5eO-YwtV8cK-M4BbmsK;?sCQ ztsEJnlJ!`osUlma?wDq5Q*Hd4wQI?ri4B`2O?6j$_s8EF-5PR;tL*0(Qz>v2Q39sn zn@>6IhlscEZReijn#1Rmw}@^~`Vvf5FTKLa>g7Lh`X!G7YuwNDKT)3LiAp_FqKD35 zfxrGhoWmEGK?UcjeT(Nil-|j_H(9M#e?u@EK7WOP=%lFriRIsM?N=)Foy_%>|8+8t z>x^4qof<{T3zWCHO6(Rc5{%IUFu{}e0(!s8z2Lk5Hl950@g_%|A1NOb9ihqbloyjv wIRPl+Xipx)6lF?3(>*zZ*_2fJG{tB5j%j@V6!{1%5o!^Rp&qeZs}XMg11OdXFaQ7m literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$putAll$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$putAll$1.class new file mode 100644 index 0000000000000000000000000000000000000000..5a33ff912854f2dc9bba13b84f657e7a370a7a1e GIT binary patch literal 1812 zcmb_cU2hvj6g^`*c9Xa?3D8p7l+Y|Caa(Uv3Y0nt825ukE=8ou19?CbXX;G6p0##n z4TzWi1^x+06eJ!H&-^IFnRRIsjEF2D?asY3bLW1Zd;j?J*WUna;!}ZJQir`H>4vha zjI&`UN!5rCx!3O7uo*S|)wWAg$^?VVHRCu~uRsX!sf)GouaeAZqilFM?1$Pol^Pj` zt%N#ECY?@9)E~qZ6a|XyU`=45eJF=AjHT&@5BCmL$2Ib+b%A>O1hse6UeoZSb{r2koTO`zpI}b6-7{S?mHm zq+nm5Jc^f_4#SnY?vqs?C9Cd}HR9`|WYv#5!RH&=XtyQsXr(=2rW^l~g`@dwtnLVW z|G%r{AyD#W1#VAj z^o9EZvq2{zOqIv0z|u($2%OetnDo?kW(Ugb3tU+lhxO|CkwDN+(r$RD++HfRv7t03 zae1HE@UtwA7{$fr{<{)Kn!eB< z`lc@Ug`-IHJj3x)_$F_5;;+<7_LZMBNk_&zGSxn*kNhGqy{)@Ox-2Ds;fsu8s;?q5 z)K>Gl`Jx!C)IV=Om#OS4PPk)Y)yNo?wqj|mA`H*mHJv!I+W0wjkPsR(+ewyo)IIIZ zpMR!wXUrhhSgI03nack%SD*sYIr#dL&iO9M&ska00{?S(jkHN_lhmhTws!R?7Hijj z!P1Z13Vh6UX>^4*ahW>`<*G!^EhFI57Wo3sV;*ne3Z=cuyQJR8qE~sfR{IIz!rGIk z2+1vq+V8mWGv5D!0wW`5N5apIEaDdZ7PvzRPv6c}GAdRLE8LWDkLwI~-U=AXeXb>s z0(?TQz`Ka_OLC`}jA_e**dA&dysb;AKlpy=rk5A25#F UyC_CzMA+~zHY04|!w4V!1^CG7Q2+n{ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$remove$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$remove$1.class new file mode 100644 index 0000000000000000000000000000000000000000..70a61e437ea53f0af591d688fe78de1bbe9dfd35 GIT binary patch literal 1931 zcmb_cU2hvj6g^`napSr)2~b+vgg{J5+}4|v0wqpT()5F+rXUjKfjppzGj%3j&s00J zhKQH`1^x+06eJ!H&-^IFnRP!BjEF2D?anTIO1IU!)QHT4_lkwrqrpXs%v|yx>SM?xWBTs+&qvy870!Rqc3(3RLeKk znjPyCZGthId2N)74tm{48?RC$lW4=zw8^B`*2LY%Nkf1^40WW05rJZ}x+pL;7(u?Z zBv3yok~?ZQYk#i1+>>514Dm={^7xJG9nbZo$c%kYpaTGb<8SDwqYecwRsFtp)o-=m zZ`xMpo9z0HJ@rUtiLdG&6}tjs{mgOF;&r92hqTxGX|IR0_i??S_WJQ4czi`0?bigh z=9@#-tnn{dI9h_n!nVK<|GU|hYr_Wmf?SQYJf^WcsVwo*u$CGXT*Reu6fi9?H-B;h zDmag~${5A0z({Z_usp2Om*ESXuC^?htpddbW={%0;EXms+fkdDd#uc!z~%WtS}zPP z2~?XlZAS;n@1{~47fEBR&!3iy9%e}*cN0Zs&;6I0^+A(bB&j25E2yCqvUf#blonJ% z+Qt=JLp`iU#V7e2m>GPuM|oAk^_=NLHJB1^2<#6{#s})~WSS4AuY%X{VHqFbBY_g@ z7cS2Z@Vs0{Izyq`3opMA26jHt37{xY_%81VB-gk>p9A+gntYrj=-rPClE+LIT4;xzRvPf7WkjX1eIdWX1xH!+FJc#qn_?!oqJ~H&b@c;J#+oXpTGVFU=V;^w4 zyGR>vDNda>$_596exQw0iIGvT5!0?orPHwq`%j{l03#UbNChQ^ZJSMJDY#0__0^EI&g>J#{EBHjq)O1g_NG zzP9zRwcBsUo!(dJ^36Tj4k+d4NeI>hR`LH+}k>dHS0^{W)&t>2IElM4-H) zjdp7S+w<)aYu9=~Dvnp9wXh@b{r_%u<;JLi<|J#aWdW75bh6Y-qnc^e@H%G3QNSAl zbMvR)zJ^P9vx+giB~bEi1#XY(^eA?LiFzj{y_M&=!0c(>1aaDOozv3(f`r!a z8s4wsHa-xj)bn((CH!saSgR=X2fh^){J@4NdL9%73g2Wcf}AaF#Cz-s)9eH?+L4L& zwb=H9!1$K#8tKx6`0|%2yJBC3W}vO+_WHjyWPzXG{X!vesMSJaRI(9CYZa+` z?!M_nvDLt7g1H|#6}ZoFHs3-WZ*xYa%#_H`RlLKao5TfN z!4&4PKy7bw6D6(zGu~vg(fA3=)9*fghGn8zAsWBq*3Y=}12u9l=X33Uyv(4*!1?Dz zjWT6}@)Ld)mJinm#t?F>a^~Ft7w{>^lBdH_Kt(*@N&z*rDLX_}nw+p)IQxi?1TW#- zBNRhS=08kvW>K~{V=<2DZ1%FnD;BTfyd~Q%SX{&kZ@8MBTMO|akK&^c>$n?Y<1dQJ B8$tj8 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$toMap$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage$toMap$1.class new file mode 100644 index 0000000000000000000000000000000000000000..57a8f152d86a7ed9e5e120d2a6134dfcab72329c GIT binary patch literal 1763 zcmb_cQFBv86#g~|iA_^!i>T0wV6V^yn%iO(F>SRL&^r?ZDbp7om~FbG+uZDS?%f-8 zeBmeXQ(#75#s|k|f0X05H-fEk=w!xZcF%Wr&z^JkoNvz`fByO#fHiz8a82s4Yi%c# z9c5e^wr!#YIOMl>KZP67hTqz9Hla@7>}`1vELR`|c+$n%_(L{x+Nd<#@ApD&oJx$0 z!%a&QCX-HE6ZH<_3W@^7RXKDb6YvNE1l#4 z@kn6mXn>8b<9b}=1%D>c9)KX_FaooI+tX?AgLZo@+wMNhuCDB=M>30Dp!-zm37p8U zNZjTPrEd82GzRHu`1A~LW00Q4QSSofRc*9e7q~y)8Zo!c|G56)6gC&O1)luxW>*(S z4fGWWn(KK;hh?Dnl-$SGh-;=tias-@%OLcG-j(P;RAt^cPnsxRHv__7Z?xP zmb_G+paSQQ^Di)=P2YCaR+b(pvnz0MewfD#!%G4|%O;(0U%8z`YLkZ280+$fk%r%8 zaV&RYMMBTLNzFR1Nv(3CQZlxNODOx~&6BjWpkk6Xs-cd{e)UT6aZden!;k7Pt11X{ zo{!W9Dp(d+Ilf@Ssih)i+INf;s9E(IV_204d0-rwR{=kP1gu1VN z%;GbKE$}s0z5JMRlcU07;UYna4uC4Z{6R3Jo19C&__#$>z!<)v{GO=7|63^+st-tF u#$U_j1m31hnW&SwoWxX02AxXr4z4l!&mW)|;d+EGB21teVHIl;*8c(=w%;89 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorage.class new file mode 100644 index 0000000000000000000000000000000000000000..5d82519995b01d73cd7c507f07c6c7ea017ba85e GIT binary patch literal 11933 zcmeHNX>?S_mAn)au51Etc4h z2@~7Gu_q1);w@f?4PJx;L?AGZ5k$n;!S+PVB$>n>PsTIj*|*Gka%PzCR=r+Cw?OhC z=j6xe@Lt_lb!)rz-LGy{^Zx(7^$rnznf_ZLe=y{4iAJ0J!6rQtGyDzFHeJeoe1~E? z{ENyLaZzl~+?J<4(D%5r>G(vp%8ud-V_Haz0*|~R>S6tc8 z{OJ`}ZEL=VvdE*7N+T4qw{r97{+e}0k=IQY8m-WH(Idtf_E&@=EqddMpwV0z+~TA$ zDvjmIj7VyT{Ba674QU&NM#&M2`Y6S4CXmKWPgKYjYYrI-6;}+?;`3qehUk_ZKDk00 zd4&|3m21u_)u>CNSh7faFcykNV5&6hDb#$eYGsAP9^Zn@UHK}aZB72odaS-J7>XGF zU?dWaiJ=+(s`hX=SRd9gx2acCi^fddY`RwCRR`b9VY_c&LzO@M!!BO_#7vUCdA<)&{$U8VrAV zLS$ztR%l$49$T_{&FZx^IBD88o<{+d=F)r>kcKZ%}#aLqYkZ_f2+BJPd9=e@YaKq(r@+8>H!(qKC7_J7` z^kv%{^eyZTPFe-BYY2wJIk9NYG+vfgeOgYvz6tJ>Gc6R^8g0S%wot4&CqYv#s=UG$ z)x0K6^CiEnR;hySP)LpF+e~^?C=1YQ-4fQhQ-yM_H7yVdDkR+&Y~qV!W^y_xQa#*B z>tS+32U&h)*f?IL@0g!%(QA!11Gp60Use-HZ)(988B$qI&HM%P@w&!9z*44d)?&*+ zm5c+MJzUa&Eq&mOyWLbr(^S0jS@QF1A-@1=K)%F74Gi%*YE;Ip)6{m%?gzabAniOC&Brw@Ir;=W*Sh^jpWXrc?c1T zX3==s0=TEFgOl16a+OzA*DR`90%so)pPpDG55=h6O$KcR4YWttC?48Q0iMeajHyM( zd)9FIm~jlE*%}PDgST$<@h0nIFRnoQ8{11}nE{0_gl=8YZ4tdqi21&dFX$_bYsTY_ z!hz9_j}cMAJ{t0EN;Ip`n53C%m^yhcbJ8x%0>mtK+2OCuwJ@J)B^26yy`3+VG<`nt%|YcmD*b@YC{#E!6U!mN!Y^FW_;oelHTg5HaJ9%~*r=3Y zHQW1#Zt7!u_p!bE*xr4N%04F3>?Q}5@g_cH~5L=K+d&xQ;X*&t?im-LW0=)NdUGWnT8 zqvJpT^#&V*u^{3YOY2rESjxgLgDwTM=qb9ntZP}I;Ba2)m4zG72q!s5L;Yt?o=#{zN?1{Ds z%8HSLR!S(3S$V5>ELR_jYOeQ&p|?BPJ8oijwkz9_4T}_s;T9=H;}bn+q2~!avyyRM z?W&p+SB~^fV$EdTH6y(?S5?0d2ml9ae z8idXAGN({p=8PT~b3jF^Az8pwzMw-nxqbU1Fq4A3WWp3!;_89Mf zLg{+60{5Yt@_NXXXSFFOY2&aT`L?4s#3r^8}R=C_T+7@tePp9ZB7CJ2Z=#Nn6dQw;Z0`jto} zxK5bh@`%N46|2q=<3A_v&j7PqXheFUP^`lnKT@TsIH}3b)=4TU5bK@v`p{sl5=WMf>oT$2Ao!`-G;#Np_n~l68=7(X!wqc4%{>Prym4Sa@7`2REj< z**hGdQ8zL;8Jw} zo22L`08%N{0kRVKuVDL@Qa$AhKwAOhDW-H91kND0qIIt+>2L-Hv<*%fmsn5cv7VHU zBJW!QD@)Kk z`_sz+dZz?>Cm?3)rhO*RZ2&rC0DYeTdZz&TeyQ~BD#p28=rhj6#>^=b-#9#_g^crj zpxXv)Kc(4#>U}5ZnOe<$kj85EBV6?<1~DrZ*1k*G>rc~jwfS$+tArbv*UqH!cRUy< zB!F>O>OE6tmA($?)s8=Hxp)n+a zk!=l1FtRv>VAg^d)?wiv$MXaT=5Y|rw?H9lK`?tjFnd8T>p?JkK`{G3F#ACP`#>;z zKrnZLVAlRl5KQ-Pn_%!my1A3KgJ4wn*hL&zdH{4BSb7k#xw`4333L|-1~PztQUJY2 z99T|CrMCi3W*E1qz(9Wp5C6sE&czxO#7m;J2yw3e7!pRKRY^n*EICxMItE7W{M!<2Xj$B9&X_ zUUSQI$4?17R3~^$M38DqE-;LIf#ibA2)WEMbDvC>GK$xWZ8B?s4)Vt*wM4KuNb@P^ zy%*@c7s&lKo~Ni0X%n`sUC4Wez60rbdI4vXgGgV+_VPV?2~&HKdQo;3HO@hg>GA+J zt2)rG+!P;1ptJYzI|sE%XwD$(8rLB{V1GCn^T8NU}N;|n-W zSBTJYV6=A;$9Fyn4JYC|3rn&!KNM-Eh!6NmMtps#gq$o95bVR7D20%@d_cq}G#JVo z2Sj`cJrtQ|AK6xtkTZ5AAT19*n*qhm0OtWb-vuEb03ja&ur`B`Uj-q*210HDA%}5L zcnxrRgWf~QMWnw(`Nzor1iIIX`aVD;px`(^4o4`KQlq{c0c$G`S|d#9V#cU%x`4G! z=*d`*^`vwZ{~hqdG*Xs_e~$X(;h&>EdHCn3uVO&dcP4ETrf@LwG8gOc)31u0(|gp_}piIh*#&(SQS zd+5~sCeDI{=Pi+5m74npq2_*p>A|R3lro-i_{VWRjhYP6e(_NM2bCEr2me$h5nZQ1MvL+pC2N> z<3B&pe`2|Ifk=J{Tz$NOtmX7cIsIuluB!eFDgCOP{+vGBK#Dl|D81dF4-8si f&_@RSjX>r|jN|X{JSh76d-^Yo&4uq*@I3#2;p#2r literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKey.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKey.class new file mode 100644 index 0000000000000000000000000000000000000000..8eeec4fd0f7a45360cabf25c0839d04aae9830ff GIT binary patch literal 2661 zcmb_e&2!sS5dS^-OIF-icE6Iel#iy3W4Bf67Fy~wCH)9->ZGMMDJ2Ky#SxBTTME{5 zhFqAOdgayujvN>cJ-`gKoif9i_Qv1DFzl05M`;2K9S+jIx8D8j?(e-_`S(Ac{tDnS zK4vI#%V;`I!{80m7OqiuI;OuiXm5#4W4b&of2s)=jZnAc%vc@;K(c*T) zxV5}y)Axx+2nHMng% zf(y%`^@1Z7x~*1;A!_rssUpd6tm%lBWgBZ7ZNsvK*|B-cDBBXywd!sH0~D*iYSx>9 z_if%GUovDE3+E8jvR76q?8Bgj6w(Zl-1uS&abz^akY&j3c1R(K14$@2NQsJ7%VjuU z`R{~NnTdue7ARYW1G(|tff%&9(_VLMI;gW0tM06CGR%gndco|g#h?G5peAdz(o{*( zme7co*BMeW*U=U8Q{HU}hA(rklHhJe${|&7pyRKCoWfDOCR07mpbE!lkzsgOSLEbH zyv)W`oMaf?zVep6;WSOdcf97fW zhjS9ZpGO3SL-Z5`TsDJJGK6VNvOv;|W%n)Kg(JAp2E;z+g+8YrnS&=U$UtnNO(tmEr9Z{jIP{Tg&ZH;QmkfQarG)1SECkHh} zP0)UTq(V}aQhjz`9qMi6RkgRJv%E5)6zRE|&c^k~h%ym<_H8_>#`O4HQcueL?DPAP zxnW%!QM1vkaB0^Hce|rYu(3s z!0u%Faa2lkB&sHK_1X9Fj4Y){)zz3Ra=`zdoR;4cqGo5ioM}?0AGy<|4@}!E+Z&c^ z(eX@g4|p13{_RLtEZbb@wwKLLO&+17-l_A}BJWsoA1Fs(#_G@Z9iYjo)v&qf%9Qq1 z1+O>f`Fa4MRh@39Zq8UT$Z&wSxJPFCRmTyo=~khRnx@@#{+W>q-Z8eduL;YzKegTJd+{FO!b1uZ z=0*+t87|`8;8Z>#DcgN4U-%BO=)=NqP`*Jd^03f@GA~m(Mb8sVdCI7SR3P)$5J{+i z;DEe6+xKCt&)XQT;5`c8=jakSMd8yJ!CepN7Cs`$$!wag>D47f%D7g>^)hZ?h9urE zV;1ElFc)*UxrD5XAr}=F^DdI!JMJRkV%Wuqiz6s+kS?g GvA+P&l5}kV literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKt.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStorageKt.class new file mode 100644 index 0000000000000000000000000000000000000000..2c12d954e0e2ee243fae9d9c97d890bf2956ca83 GIT binary patch literal 1070 zcmb_bK~EDw6#iyg+GRo5R=`pf6{QQN}k=VhtyZhk5UP-+nXi&6~GBe|`G_;4wUg4KBT26m>n`6-p;w5XIsw z_6SRT=+*tY`P9}?Oqv%u3&!B?^8@aMTy?!yyZa&_Hbra@3$DevR2(uiR+@jLZ5>P1 zt*$mNn^YWD8G>5p(a2$Ed8=FhDM78%scuo0wBmhX!)93MMLLwq+dt@gQfUz@9(ukq zcSvNAWZ^K(2Jc1CYel*>2*cMrroAL&SRSovSm{XZ=Z)BZgbn7|an=H6k*2j=*4x8{&Xuiiarw&>DgA|RAWehV0 z46H}|2We1+qP-1z`QxJ*=lIC63f8G}DK^lZB3E1@ShVx$yw$KOY|*igk6f$3%2p+{ znQ_xat1{L&`DmYf%4E!Wn+y;CZE9GDnF1%y=6lV|H(l%Rp8N7TpIQKn*sedeX%VQN%Fc*-P zD!~RUq)orT+i%PeQK9~1Ga)1?*IS* literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy$execute$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentStrategy$execute$1.class new file mode 100644 index 0000000000000000000000000000000000000000..face81d93c2c8936037e73976fe10b3c2d4c1bd0 GIT binary patch literal 2005 zcmb7E-&0#f6#g~|i9l)rwYF9fB~}QK3$^}gD3zwAy_#A_kQbhou%-()dzpLpX6TIL z^q=uvXROZn;P~tx<@lWhERs%{%U+jJQ)%tM(-Gx))ddlYB9=rjxw2wFgc6bCQp(RMlv=FW9P#job%z;sF)?Wt zNwf~##{h8FQdriuCivC*_|*izzFq6%S36S`qpezJ{hGpebIoDVufG78(-7C^w-tUG zKJMyPC|9j-J<7c3weu3KE)8A#bLKF-)LHb8Z7NK-K6I>l88diq6gj-FFgtfXDrLNb z$`}gxK%pRc6;_ANdg=xWEIl-CPvP3!U<1q#E-6%+ zancU-pP|ADcOg2bZY8@xSR+03!p6HE!-T# z=O9|8%1Ki%_{B+!CR1_1laOXUBxDYg5am_2)mGj5zE4Mkl&s_~!m^TRC*jB#lU?sUhJn-gB)e zPOX!d^KncHj%~(S(lQ%XQeHU@x;>B(%j8CZw;1VtMM|Iq>In#;s3)W!$(+0N^ z-K#VS6w>l8)2onw!t3vr)fqU0;T1j#G0EcAoOmBC04u%Hy!vPny4rK9=6qDk9CC91 zjde(S<&NjFW8-=(ogRyIb?t)E>7x5s&&GviHSyT6vDTij+_`jewyHx)KCO3TGn$^u zC-rP@my#P*bMWl|d1;AE9$Ly2nm!W&lIiMda?v$Rjk9}UaqR{uL=iD?IaAZ@104%F zKnti&jEpiZpLKNxsFto1y;s6T^^ugu)H*x6GL(gTub+KTD7(-LPu5$=#Aqr3ZzV+D_dM672zsQL~I0 zZ<*(%)*yk@ieg|)WsYV?)mWFoW|yifLyGWs1k!a(exQ)u!1NWT_|`a#7|9N9S2BZX zRf~3Iv!nU(c85wfXiQ^h4%~Bm9AWF#JTzHedaTp7mb@KGI^CDjRaoT)S}#)@ZGctc z2*PFu*k)D1d;+kC@);xkX|ZkARSU*$q#HxXQ4q72&*CRLb%}0b3W(4c9W-%;>8@Gl z(vGtRFjW#F;V@glmu3+Ll5e37nKsi_fn$>Jifv5Nu&Q?>;xH|M^2OP(CJ)k!4t7vs zT7zCT=+2m!6`@VI?v)HEMt`O`7H1Rhm|~Yh$pMZ`8?J1GBZ+|jgS%K0gNm*&t-Bmb zeO6{?4+B*C#tJ0XUWVPu2?VH@`UGO{@lh|+YJDV^y$dTFYum`b)WM!yc3jQr$2TXF zs-|@wORD1{Cqt-ru2^d}MF`tR`$evBfT?Bnc`TDhqC+r@<}^&(s#l?wNE4-vpwsl4 zO+Gq|8}*o)%5`)w8!Y1UC52z;k0$F-@(=9w<6|en8ml@9 zbY$wk)I?U^z!h+B2J=}d*tiTfcLKI^s)kIhG#9gGGC&&XLYzES&2&dVDsE-qj$~ZG z^<7Mhu<$!}_wMfBlj!a|+}GdN)7ibXb89(378o6;6EYp6*CK9PjCu{Z1i8DJ<{E2u zcV?TCO6PN!jFN?EQ4tIC4Rlhb*V8=!z7jeTy%BkR2l87bW3243?PVsPXyFkc{>}83 zYI+mBmFfDKr*`ILB+=VV~I$c$`e=|ChwOtpwE7VVrmBzE1gokn^Tpx>eoi%9(uczIEG zGsp?$U;N)wzK9`~(^eMQZk=%rPlw$AJw}fUBYl)92>aU`ucp-4csf8IrzROb{fQDB z+an^OfJ2F%fI*WvxT9KFW2>FPuh6v;f zS`_IA=y&P&gse|v-2+BCGe=XoY-S8_$J91M3ZWJ|*^9|B4(sVt^!s8xeHy#9N^X1U z@e-Ydd2;G_Hm4(3fWgL?5>AbZ;=ih?o1pW4I!70nmK8lDkxr|_N*ZfaR~-@OGk}vM zvhawWjjR;tJ*KXV45&k>>_t|ZN%+dhT`7GeQt%!heO9Ea$XTAFNhAu^@`O1rk#}5T z4I^fyM1hdWmBL|R#d$=hq#8{f75n(h548x)ZgZ5AYC(NGZi}X(O0+4L&vYnyas)L# zJ7!~Enq~^MtxQWXa41@N930dno3&%ijFi>_+@ncElC)|jiILf+9KM4A#jFW45VgZ@ zusGl5s*vbUixscJ43?%{5`6q}&A%|inb^Q+yOeRT#wsjMDVngrzC+)Y=~ntHC|mMKqQ6F# zF{&Q#Qz2mKNHk&O59n|F^nLnUpmWg}2~_V)WcndC0N8M%Je|!Uu_$3}^g=tR{5}1H zpMFIDXj3r~JNvmr{{*9tC|WmCU4+n8s}Ba~r}WQ$`U(AuC^e!vK>tc7M8m%UK#PKy zR+Q*v@GiD?j3~K2_0GJCY*C`0BYBJa=s&R(tO#U8KXa%ia+v>uS+wzVN-u6reykWh(nP=oCSG$gBhGW{=EO?8S^IIkof7yn?iKmI|va>%jo~xEi}AMn%_AKe145b8Z+wmVrlG zn=gq`)eQ=ti*N+>;mA-npBeP=Tu57-2dgS!TB!qRyrOTj>MtB*T0EwVs%G;(AR?|b zUBP=0riY!@x2TvUm0w#e#+o|kY}&?f%%#Pi zOhrQE;#w^Hp;S)O%}^fTI@1AAD6K+d4)Ar3~8$P!;4 zpzV~9c^$VgU2S>iU{=)(7adWKsu3+eAWW(GczuYfgbk}W4vQjmt#>+|HE|ACxb*Cz zVCH5N%oeH{#QG#s0CCpd5fPEr*(xvP6flMd$(OL|Xs^nmR0E0N^=jvMRtA7LSZKsp6@TQU;A& z&cO<<6BTb`qK-DB=K_b&1waBX5%R@4xRTd5g>?fcwPeN2nQ9{&ybN`PmbS`RE1ET* zX7Si>6`@SA>^or{Bil1=lgJFH`dzAu>ZCiZDnlr17`eE)30_p$8-e49iU`-n%4C|! zL#9nRAfU2imiLqx=s({X>nt>r7+Ko_lSr&&jYy2lLpEnkIIxegSD1~R^@>K~V+e6@ zr=Fau>&JUghypS9s)Hy3@d^-M43RcL#uKj%_OQB@dtE zd#d>jeD7sg$9_+QlJ+GwP*(6M)bX8V`5R^*S1iJpl+u*yc5?Zuts!3PT!k^_P@{A0 zb#BNVa&2eh=xVOoa%0FFbT4r=dqRPrcZpB5ub({GEaBE?-Ewm^ zI?3qd5BYqqU;tNhEzd_1x+WUX3T$;Jj>!AhP}9LpPzDD;U|a zD7YMtR^U+`&K|Q%bF_DX$$S6BhurAtgRV>5zF@GXcX5d@#b=@5d^~eVR(!M|xUhGw zDct^x_X>K#4!ui)i@38VvdeGbqrk_IqcXZiLsW|lEtkP-heo^ zQHKvZM}SCum)ug<(zsz=yhYwn*V@Q-;^+z0~}0_qE=uH3nVfbHP?atr=}v{ z%cd)BO9?&;D)|*t*y6Oeg8acP*{m+Y>A1Oz)2IcN3lGrGgAYUSO$oBoM{(!H@~Or- zBt93x7UwZsyZFsz&+tJ=;n`ctp5gP4GFmKNFoKQ@+IT69eE)IWeFl8IIB#tT`6sBR zF*F~?rqDth!|u>xaq@)1IMp{aHig~H!Dc>3SJgM1p=I@rXJ|!z(;2$9KI}O|tDZ5W z{3wnq$OpN@w49bejxepk$17`TA+4uHbR#}Z>7e=iG4$JH@}|{Pk2^?V+Q7InG&in< zo+3hQ#pnid8&^Um@~eF9yp2pe6Y9CkQ3&d2y#s5IYDl*NV%lObrwAP3{@ssA)B zdm0xmW0;sz!k1Y>?||9C)SDkgi#_8tw1ak9bK@kmqMXpe3WOd5As2O(5!?lB&B=BW zytbU+q8SP9E+dG7o2BZ_U?;SyfvWunzCiA$_l5RO&_Nc&t5}!~iX|kv)nS6`9E@rz zn&39N-C}SP7`Q+s&=9)AaKbaxUvx8JG%uO-7McADt`wldaCbIbLlP4r))R|2Gni#e z6CBouc_98q(+hOu6xB6N(vi3vmOo9IP!=u`3d;wK>%lXWIZbn)r6ULGo6b?r>~u6< zJwdOF`;7sg1f92nzW8(Fw;aC%_WZcL2tq1!Cm6`z$D$*MFzES^*;D%kpLS6pjPG_ zJz@~Jx`aT<(73lCfw%rFJz69a_8N3>gdiU?=tN8CJQ(**mn7_+pwn^bG%bz$!oKI@ zKA~sWH%U)U(C-+J!V<;ZVfO?*13&4Cd%~W$x2jEo7-xW)Ac_B=JuG1=B0+%j^lTLw zA}lsUkPOBkBdiJiPm_CJ*lm)%H|&1;S$gh3==pQ>!tWLA$`qilq(em_&82-TDIu{b$`s;D84*Loa#`fE zUZ%1(8OS@dRicq80AVRLLo0`7FwW-EF4H9nmUb}Y!M;_P*$~>aPF00oqH9UNC#OKZ zL?VNl)7Fs4U)rTyA_J#}5VAJXDoP$GIKPa~_g2ssAGQww5Dj4$H+C93ByqwQmWhBb5z_%vI% z^$0?u84SOJcw}Cs5IQf?=Kx;MfVX+|W7=R|aXU0J+8~9`y6S_sm~AP1`eu$0R9=J@ zE_wn~%&V6XtMKszdASt<+PpeJ*V5$onGw0m5rP)zFvd%b>4A^FM@5Joq)! zS8#Mg!v^{zTuA~<>5u78Fs_v!rmx~krVac6eGTKP>2Yee#(o4^8e{QRWsBAJJ?gaR zHPBMCjaR{cOde0sJd=kN@{@&-GzhLD{Le#tHZUId#<_;RMSo_75ziKci6CO*iiXgi zBaAeLzAb{uS^CSf^u6=+cTAJ?qqwK4%^UWd2M|zP3QOndXN(!&Dz5$=O~AEDdL>?6 z)h36lC+R=j&*9D=_E&{|(T8JI(909d@jy5*!BWEn`%g_h7xn?77{d;HkwW{PhvNdig&L5Y zSGfq_?1A)dD1@$!_%#d3&ogQ|@#=83r4`WA&`M||hrL4T7kKR{@`nSHyjBPeiC63s zfExBr@;YF4^;y2*G{Wt9z5(8{8I|+#s=Z0lsW-5E7r|L|jIGu}b{T^6s!a!FwioZ{t}$2qx9> zIaO_Qp~AfIJWGXnSE7O;+?=rAkdCm#ti%O5!u%<$K%W8buSk5S0Foa8kA6b*3)*oL zz@=ZJSElHCM;|mue3itS*>9K8p_$|Y5vv2b35YW~3xdC-)wmOQc9XX-odqlt*|J{QFo^s!{If)U zbz@D*4Y0nKBFN*`<2Xdy0EPSodmFa75j-F z0Cawc)cs{j@Iu-F5bxpxw2RZ!%{uMod#H!sM*aK@?ZwVuKYtA$Q@%t8T{U#bwTy0c zMd*NQIo)O?wBH5jZbLG92;5~zQO&pVZIG-3PV{+1-fGx)J>L$w#NMc%52K$K?fdx- zRNVK-;JY=( z=EuWtJ496petUxNOYl4Rew_K834Ry9`w#&S-@^|aqU$uO*Z92}zfa=_HT;iA{C z8bvf(pi!Mhi!^G`s8$m_y&B$M&~}Xy8tu?%r$)Op>ei@Nqdtv#G`dBj+cdgeBSoW& z8huWq7d0Bt=vxNamo(05SSyc0#JLbri1}edl#lRJXp3UCv||;mL1J`0FT&G##&NlE J++Z9x{tu9<6*2$- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$Companion.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..d5b800a66400d012f72b603b4238f71a149e47f9 GIT binary patch literal 940 zcmbVKO;1xn6g@MqeJzg)r6>Y^D+-vvD=Y<#ST$)Znt*9cx-io+z7BnTL*C3Ix@-6; zuH3pZabcP+{ZYm{tsjXy+}u0ooH=(U_ulV6zJ3Gn5Niw%gbI6FN1=#hVoli5shpfc z!peRK_v(92I?UQpDo(m9HQhfEiPA{{jG=riPDL1tBnn@(k7dUe;4%2SDpB?kgSWQc zEFlj+Kn?|lob4*Zu-o|mXLlI3)*3x+W0i!*r~ObRR;G!F!>96{$YNX5iLq(cu{zxs zX-}p*>&*b%JwLzF`76Hdk5z`v^HpP*`)$~lRvZZ{=ufQPg<3(N&DupaU6l|xlJ z9c?i@8xAS~U*rKV4+jA+dSfsg6h~*?;&8CdtL({Ck&iz5xgsxn2Q%f|GOy;}jLvez z@nAR@ee!)*Y@4|!{8&ekOc_=iN{5lM-K-sI(;fHMwaDp;rt_jPzDPfvo{W0Kjhdl) z-boa2onh+F7BE!)*^teir9s#95mldUs6@WZ`fZuM7VVgrN<()<+!U#D_!n8KCy7jJ zu`ou`dIX0$OFQzpa)zaYj25vko60D1>?Mh|!qWa3RB5U?*J{e#Z5cJ>HlfhA;E6XlKo literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer$annotationImpl$ai_koog_agents_core_tools_annotations_LLMDescription$0.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$$serializer$annotationImpl$ai_koog_agents_core_tools_annotations_LLMDescription$0.class new file mode 100644 index 0000000000000000000000000000000000000000..0d6a0f65f7040cbf2e54ada1216c4a4670526445 GIT binary patch literal 2370 zcmc&#TW=dh6#m9eyouv9wtER}AW&i&J1O22$~8@BnhV|Hq@@n2L?x`rdSp+$-Zi`9 zi132MFF-sYenTHX;!^s6+E;!PLY(n#?R6S~5J)`i%-OT&eDm$O&2N7^`W3(m?lFAD zrP=blhRGYkRe@=Hz6fQL-laM+*Q_=DsoLFd_`K6BRD~mKCF;AL=LCg9AbiOk`MK~5 z+;u(0mGoSz-Ej(B)--Z0M6PM%n$k|SfniXqRJJ!nVEeM89Scha7(@1eA9B;-Zo|C2 ze?Z3>NHSbKiE9thj3JuChz3R(QrDy_)hff;Vr2kbRlal^%cVVrxr*mE%mbnJeJ1ei)FFSFVboJiovwJOBSXS&@}Rly)kQBg)==Sw)n%ZV!6nS6QNjW_C@<7A zY+UEEtQ({pHb_}FNV!+eNmMtcSJyO_gdY~2_+g!29USwIRNC#$JWaW`7)}kssW~y6 z9;&@{hX(;wWUdl*GyONObHz!QXdfmCB%v3k7cj7v7HA$NK9gEnVz~9+HJE`7hSh(E zXJCtA>7Qa4xXCa%G~Q|C#Rfbz!LiGr+)^}U!Uo7!JexavoUQ|E!Ck#jY2NM9Ez%a2 zdnf}*s{R06>t7aBeUnwi?bbH$L~b+3-G;0)mg@??mo`DpQ=6{scma*_uwWU|Rj=#Y zVoPcY=Oe7WkiZa9_J-%FK+(Mxx(3-RG&x5o$tkdGUXM~rFv&D?$LPy8y}eC)g7)lU ze&Qi=3qRw`!s3sZ{+@IUJG7n)zvDTar#G_f;V|4L*`WHtIO%eFM3Jl^=V)iNk1qUx z>F-DgaWbJY!pUI<&qo|SpLW)Qm~`QXdg# zo$Ir{OurdMu1FTzIjx-@Q6O>rU(=D-hh(Lr9tP?iyi2k^{$hlX%%_gKCL`BT+$F;c z6rT5C;TB1oBz-`ar%sx_M60xokQUgbCxHq+qJ5U2m&xneeIzZcSXj029K&aw^NT#6O9YPN2fG2OIz*3^vH%iQEy zjVLBdq=pik6KnABAVaWP5(OTHzDJivfsesAq?@{Zn8DrNaW()I4SsmxXYklFx?o6b zQshb`N%)2$Se#+5y$*!jOj&82kRFp0o*mqz41*nK8FnYEY$i6#?dhzhnvRdP&ou%`7N+{UI(43m#sks7yQ(9J==cIpz zXWMI7Oj&bDNhCvp1<;HZKeppz4Bkb}$Z-{|4E{71sjR+WTSV)*Iyja0h?rw!qoq@W z0qn#R4RGN}hCQ{7qZ(%gPcdwn<{8~2`En^cmnAi2>Zxf%_8oO(F7X_(<`*oX+q|gc z0G`G(jfh}3!{N>OiGq(av|P#(b?Mg^qfQi5=bN=fK7Yl5ISTc0cx@ zgMp%1t!PshP6b^I0dA%%H2M7FX_DmFi=IYwBgRmVL`jgMIvI{^7G{PZRHc*UKp?Ax^<)&y#GoyZ#jXJ5~5QSZ}UkZXX{2Rp$l8V z=@PaD(c@;CFEKo(_r?P_gI6UpN`hUrA$`@HGp$SJQJovf zXCs{|m?qfQyMux>LlYS%>9v%1`^iFU1GW))S)x_@AVrX}16EgzCyLk*4h$U+wQ;CZ zmV!^$mac-Jf;omm^(_Cspk2dyDf(~0RzDRICK=}a8yJQjNWQ49ny#=P&q?Z3=cq#| zDyXR%mG4x7s_}{Bnc<0%u>cm)Bx{*VR2tO2bE)h;W#p)SsVct9T2(+{ipq-~*&Xya zbwQ7;3!Hh6(;f6wbq77`x&sxTrVgXBz@s1}%egw%Qj)DoD%o8O7X0f?Kd#`jR0G=NF8qrcX({rYh>Fsl1?5 z<&9!0kr*!mP4OeztKiEF-7>00tcwv*Xs{yrgOQ6?He%24NJd}eW<=zsZB5Lnc$-S< z8dr7V!#jRl!&e!eDi_ja{;}awMX%uNl4=^zD zb=Q(E-+F15-p6or^=iL=^{U^s!{z)`x8D^EmFM(bE(e`K?ovxT)qh=c?O46qr-nUY zSFfv=z0{z(K6>BhQQbk$@#dhnEf7}2zOYMm_bRG<+k)Fay5Vb)4co)K!EWz4oxnsHX6l8APkkq?Hg3Ekuqx%p|HEqsYq(<(Ky>xecbZ7nr7t}PUf zH6-d% z`Jc$3eKZDXY?Ezm)i;&)(myWf>z`@IZW>8-@OCbv@vk&t_zOJ)&PN)X=q)6Z8Xc1d z=HMolKu1?Nde+h-o%CEmuM3i>^OT7yfRkuPGS4JJ zq=-;~iJXP7FVDDxZqrA*Z_;{`i$2NAIL{C$1=2y1g`Ffx8ffKSSGeDiV%&4s-S1@s zzOL>S43ad;9lSW8wkj(aV|WkktxC7MRdx5R-~_`e##?$%$Ry^hzO zd=KYn;|f0ELcgck^8xXAagF|Hlz+|iYjYpIzV@GoAh-76T})0kdzSIqKl4OC>B3#? znQZp9`q(l)CE<4C7Cq0wyGHOdkTw+@RFERoC`c+8R=|NZL@U==<(enDMo82y@@6u~(#VNbEznhzuQ)7Vr#xlP2RKtxIB+7UL<9tRxh| z40K0hI08>z=`Ey|gy$ZN@osllK^w_#NzE}8DJ%-YI=0wSp!{Ke&upcr!C|t`c{(Ab zJ4W=SS@}D=x>vF1HmtG%R#J70&tHPTUot*F8Q%h2M0G#jC{P_Bxg=!1&aT@KwdHg` z^_3|43ZSa6OYZi1-d%x#yKqe|BXwvnx`kbikIHA5u=Eo~yYUKQG`>J?<;CAL%%oa{X6vguE6*3eU2aChvYF{{OAJQar`)rpTzM~{ESBY zJdR)BmlwbU-p8*lphe)<0>2UH6Ho>H-x4zdzZJMHpbP95I3S=2Y{`EN3G5SS71$~8 Mguq3CjKGcm0c1;*wEzGB literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$Companion.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools$Companion.class new file mode 100644 index 0000000000000000000000000000000000000000..23d718b626212eec21cab46c3194834a4111ab4a GIT binary patch literal 1667 zcmb_cOH&g;5dLO2WRnmyL`A?S5)@R}fN!Ie7_|(BSY;?K9IQz)#vz+oYG*>BCrluDVJ`;_vB>E6dAOeRWVqQzluvq+GN#qz3S_G1N@~sFMCMKtf4c~ZDZMwU9 zZYW##S$WTmK=s4;-Rm*U+&tYhUi5>yyCzH};8JOqE9IM=l(bv&O{wL1|7FqNXL=FF@~|fKD2`q46~EnA92?A9`u zhD`%ug$D}{Ft7&cH)SYgiL1>rJZf(ZC9Gj9VWrwz2`grI1X8rOV%zWR;r7;?m1Pg( zF>CvMG!nB?_F^&>8I7eQX)7De_HBQNQXy7tj)gajAF4GU^!Q&?UVmq{r^DH1nD4E( z99(9|{%Z^eR~ZI=Ssj$ufmULO@2wJs^lwXNreSDXg4&Q;5@2C}>KKv*r9_bTxYmNUQKIa(f~t5T z!?+_|vi{2GLI%dj~Mv z1vsB^yp5rcWVUdf&M+eI`~ckP!f)*O4B%$h>j;oyl*36vggHzTwTOl}4DaVK)KPYW zkQpNwC084_$a$3L6@tzXmm`xqBB`ZS^%{Ti1vCN-vh0;}xG2><{9 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$SelectedTools.class new file mode 100644 index 0000000000000000000000000000000000000000..bd83bc0d4fc98ba0999dcabfb8ee19d19627a2eb GIT binary patch literal 6523 zcmb_gi+@wq9siyrZPGNfX?O^wYJezxpedbmY7s4^NJ?6eRurmsx5;gLX_{N_xha%w zj?E1>_I~KpJ>1-MZgZQW0>X3^_jK+*+Gn4A&%HOVl7L&shvvL~@7MXA`{BPYy$9f4 z{8M1JW+dlKb0(?H=y_WvGp41x^CZ`Xy_6hC4XC5B!qkkVEzBmy^qiit_3XH5=422; zAbMO|)RH+ZKa)H-b)1Jm_yrnw8F|CrEwHvT?En;PBbQ7Y((dm%BCvhs?k*R~Av0!M zMt-J$w*$E?ZCW$Q#|Z+l&aRa_1#Z1+v!;m! z))fgQDoiVIXH5|uGgtW_ogUe%%Zz0#D4$TU=4^Q>utT{#ZcfLg7dUZ;M10z`;`Xc_ zpD`Bod|Vc$Y)#Gygfr&+f|+N;?WD0X=E9P|;gzw{-&IpKCx$;(+)~Qvl|*Y=XVr{U zU^Is5`-DJ5sgua+(^?^C3%uO9S}j&OJyj8^ZYr+cQW0#yR;55EL(Vqc)MU^UqpLDu z1vXTbhfc@U_lm9%b_gWOb;8Imnsa*6B{pd0Gn&0m%h;y16vXWUH_U5uy1V_bVb5|V zZH?tg;5pB04p)!Lh;GlC+5K8Ro6}_?ZJKk1g&Ij)VVf$%@uda52KYn;e94wqX)vhe za$|3rP}!B?MNgEmy#l9@J{e;zzLU0{)g(2|>P|sPMQ|7HRt4oA zmQwwRf|jH9>npV{3U!Rku2mvgAGN8Rt}2FR=|hUtb?aP-b_Dm~epTlNSYl1)D{Ew| zLJ<#;jz3}14C;26PPli;q`FH4UR`~ZyY>8JQtFnW<&0BK@n@cA%q*{oqw@k~qX*PI>&do8rI6tPYnG6lrmdMN+xvYz1oYF1&qGh58 zoz_k*(f|9AQZ;^<1<<>I)Iktww^Sd|as`^BI&VDlMKFqk%^1NUfu7pJ7kN9nGki2# zpCR$X0=&P~b@#E&6U4Z{CdYbui7EqRD5uY}>1s)JNwp>Btw;FbASj5Xe& zNAPen9>OE6{Jbru8Tn?xUMNteopq?!4+35#vgBleJL(X)W>5%>b$T_m+`ZHxRO&RU z6n09NRZyjEM6>1?oT~X5Uft!NNVuA*NDSiBjIY$_*!aNc;E+Iim3K-dZ3gueGELBs z60(W<&>P6x;Ym*&laoD{gFuB{IgX*03}`mSTp0n5^sR6kb63SzNt2`MY! z^y8ICC+nwVT`VV@PBmc(pApznTht1Dg7}U0+1=Cx~$KKaRR65FD;YNrA#nh zuPWP#%mVxK&aUd(%>>$&VF`7fEBjZOo9Z^w@~m}1e3?cn%3u8&+3WUzR|S)&%F|(- z!B+&DO2k+*R-4!*TJ*zNd`;a|Ul-Wy`XQtgt<6tmHFj{? zbg}*)D{csURN3`ZwQm2np0A4P%7(D&&}CV9e^nhjxRsrrcUsXW{t!P3;|2Vf zR{05UI2VAnDdo5mD$|90#(m@N^Jcv??@#fw7zAEoIj-=Vs*AtiotdK#c>|O}u9i=W z%~4$@#j5Ujm@HqxFT;2luc|K7abM{stodLPc%Uk|c3nSzE9rR6z;3?%+3psDO}*sV zk2$rT`-wU!S1na2JP&iIEnMcatGe7dhCL{X{^#qio_jE8IcLeX^&A+i61XZ^!X z(e;WQ=YsPMoClowEzuh|-`Lj}-Ncb38>8)t~oo|rvm|3tg`aVMm6y0N*w&crT!F>=*J}!NHKmvYjQWc-Jf1j&HjvNQh3`;Bv^O8IMqRk$sr!S5QR`~g>Kp7=OMdt%{>h<0DV+U}mW zvEdEw`S2$P-cRU52;)Jta{M#*Hn=#r0UNm@wj+=509foaGq1|JbL~*&5JX8?0bp)P#9wBA3ba&5rbh&)~&LcmB(zF{rgjG15Tq*U!3i=WS zMOi483`yIdzZ`U$tayXO@&1YYZT zAHEmR;D4=W8NLxE$`1Zr#2#leph)_ld5K)s1Hj5>jGP zqC=uhVv|I>L|kHv#4ZP5P~t9$Zi!3I@|eVg#G?|ANjxqwBym~dti&Ji5k-nov^%KW OZFrH&d>=o+bN>My!7vg4 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$1.class new file mode 100644 index 0000000000000000000000000000000000000000..ab499910a1bbbe9e8a2da1b86095b563391649ce GIT binary patch literal 2274 zcmb7F-)|d55dPM7?Amc@nm}nO4S|^AxUDY~R|HZk5D$oF{wT!Eo!y2wie+hUc6N4dW^U%2xqtrs^Dh9acp|VOwbSwa zwjLfl7FX&N}?gS$Eg@YCGC*2lD8kq>fcH3RP(-2O-d^yXGhgR~m=1Cmm0k zwzIW=sG4DID+u3|Iz(~*8@X51@WT<`Pc8|Q80L3`g zD>-BY(v8xh!1Qov@zqjHmj$Y$;<>N(qxM4;%9acz1tY#CtEbXZ?SypUr75r9Gx>qZ zk4%0dxn>4T1d|k#G|4SJMqr{89%$loP5N?mOqM1zXH}r6jZpz7Bo=1_Wh0M0bp>Vy zm9UXLQl`bJqMN3`qSRF`YBecpm5ZA2)ugD^Q_%}#>)PmWP2ihyV_Zno&Pd?N8rBwe z1%4jiZha@lR&6JNQf+ONqxzk(V}A)}GS6{lxfG0><*{wmig*_{^GM-6f%)?2tQ7GM z77Ca^MIe(vpgy+O6JH=OS!((O1I4W)FgGd$fs5Mo{EpgAAS7_JJlrk|!yA4(Vi>zce1wl#`bqjJ zHx6cpXTV9686TUqbL!OZ;=$zXckexERc$zvqe^r}@{4#2pBAu& z&uCFvrubLn@O2wZ;>(Jb#O*Yvd2BwBw76T;Bx+s87HT}8iv|EU$-cnEsZT18Xx(gV}< ze5(!5^#Z7q|++xJjy34x1OV1x&1qC{YFQDuZYeiSGbKkbRwm`N#?3>=+(q{ z3709bCDLY-o5;`&Fv})CtW=)i?)1vj=eSE;S%}KtsQ-cWUr8hJawXAz;bj*0=mP{A zq>-h4nf8bDH~BUC?@Mu&%h^h1W^TB5QHMB0peG9rL&vYhAN=!{T~O-yF~z gFBr^PLjRn_+qh3Dd$5Oe?2X*cV3VDF?&6F803r={I{*Lx literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$2.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$2.class new file mode 100644 index 0000000000000000000000000000000000000000..861a79ea67a70613bb073ecaa559434b4c531803 GIT binary patch literal 3435 zcmcImYf~Fl7=F%jNl61u>4n~Gqs9UOvXr*A3Q{Qrn>IitK&_~ClN`drW*4&?px&mx zz?uFHKRDG<+OadrXUE^<_?%=DC`n)#$IR@>yXTyJ-uHQL=lu20?|%UJ0N)C{Z)c&jp52}wPmSjXFSufU47D*hDMT&&2gpca(Bg^ zWOC|Z!SrORJY7ZJWyiQf26oXD8K&wFOh)JcR0;4@uf@=jQzvk&#*U}%9#Df?N_bv#0_a6Z0g2vuGDA@Fl z(jSc4a-(do!1*d(EtwFGBGd*A?E=xBM8)|HqC@Nuj^J1jEeH!Vd&{OPuwOPDXs^K0 zXofDfqzb=4z$?AMCmj!YMGQ_?fChG#I%#F9Yg zp2CW+dR(yhn0!cI&}xzAlPQ&HT$O3OT&8hVre!%^_C$OS+D@4Y^wuUd%d=qGu974Y&XJ%*S=MvKsk5luh2NTnGChiEF?5V>(gecw#;%!_OXt9j6R16X! z^q^OTKPGU@S3fJ=qU9+i{Q@1{a>3b{u_q1FDi)-`sd~<4R>YwPF@QmVreu_3XKesN z7{XPh?3%#M#wosk0}0?=fi_oqmF&K_U#Y2ly@~gNxPkYXX+A^MS^^jmIFgu7&5ccu zPcW$}xl!snA&lZy8(Z&(0+)6=P{Oig&ahIR;mL{3j9gPW8^CP=J!4o_#B(Cu1-dUU zyCZ42#NbD|%gNdu*)YB3NVTqxfPs3=mnjwLoL^y+L5$-gdNHa>EV{9)gEGmg^;~-x z?C(6LbRen>w3x%KnSvw_fw?*%t$3qqu&eKG)5E<7Z4g*GJnTq}?dt&Kk;=M%K&Xb) z7Gze<>@@iXRtNAglYiZ?ie%kd4vc`klR$^|XT_EV3Q1-sdHmx`;QRkiVa@Sb$AA!$ zm{JaV7{Y0EDd~}bwsu7gLoCgDajT(G7kCcy3hoPm;}y^B>ZV$Ly@~f3O$|Z~U<+DR zLK9VQno45l(6Y4T{PxpekdGGDg4!7^y#4f?HYj4+pmsN?w$RR_BZlqRPx4OD<&jOS z!NxtM{xK8)Tla~|MaeDSfD$~51b*5tM)lE#_bJN^uQ+nkt6YjyDe?8T;mSG}oQmrX zkyIh9;VT}<<4%^T-I;XQjuwo9X{0SVrv~=Sl$o;)uhhib*}*caQ^uOVb}Y#Y;dC*d zmIZ$%l(21C7`F_U9ffDZgq^V*mko;XTz0a&VWga5AtNVEg?)Cm$SYi4E|{)KWn;GO zutl;rx)@|Wv@kdUsPOW%0m7O(2>2gXmk-Xi@L>^ir%P#+JJsG$tnW8;#9I1a;P}sc z7w|Yn%4_Jv3BGYx34`&cbP}hCQKYOPh~p}|`IW-_!N(kZiSCE7U(xp?C;96y|CPp* zeJ^o^YuC4NW2&D*#}P2pY3w#LU@e0pZhMo z<>R);`slEJTDpbDdqLZ)pzQ=z%z<`-UZrs@*yLM~bIM1+89d?G3S6V>vH1!B4;kB;SDuhRKq2g5s$cd6JHYCSVU6-=>#$fWFZq+LN0-2n2Wr% PVFjyPcVW56ySVo+>KVsE literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$newPrompt$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$execute$newPrompt$1.class new file mode 100644 index 0000000000000000000000000000000000000000..86fd100f39e6b5fb73bc959fe974aecd204fc943 GIT binary patch literal 4075 zcmcInTXz#x6#hW_&V2iF_Wt(n-~aycCxGYht-y$3 zY735&(~O+7Jy**(MOm3^d^f#o+K@h^wo;{Zu4okI<8n!6N}i0{^6FI4$rrr%u`q@trK??8%xk9Y$)asoTB_t0q@7I~`E=GuR8OlTb0s_DnU3vhWB%;; zU~+xMTC2z>uwu%Hky+!SW?BCKx`vr1lmk{(OHmwh6o(#3dUh~a7m!Q z0rvlrZbYU_xpCOr_?Ud?2tlnyo=>Js5dDfE`YYGmuLzsF@e1~=?za#PoAIACq^%)&ZnkECq_m` z1a@~d@Iw@FJQ2a;I3mzu8EL6((WB@>w+e|KfgQg1Y3Y_MPYLN0*zV02ovV}fm|NE$nA`jerORK#ehIlGS0Chcok6`#|b6uNr6-MNnK%_6xd43D{Lh2FpaHZ1<5Lk zr}0b#r|_)6lhtFvWL%#=!Wbk8QC`yGWuK}Owjl~R*C(Px6sK`!8>`9l0w?ZSja7g! z&PFh-j5tvJI$&!UqrPX1qLF8WK3=D+f4WfK(g-|No>8$Ea4v!|=mODPtdOMQkpy_EG|(^RQfWFaaCo%<>6RsPhL!RR zPmV5SWI^#s7?T28#;~lI=fpaT4CuVt6H%W-5VVc znA<$;U=M502FQce{qro;tW~OLY>hC>Ut6v4H7C1Tz1Cs8K{8r2tP-tmtz3&hel_qm z>&~hw>&T-mtC8ckE&?|mn7q0MAechRvjJ_QxP(`g^RldvJ|8Q;hQXS&MW0B`3{4C( z&)ce&mYp8OJj|`g;Yt*Hu}^(Zb`KSfso}W5(~WLEAiJSD2GR=dEe3v7WL>2U}z?aP>b#(hW_9}4WMcIIxS(bn052>f`r2xyG9%5OpW>sOO{ zp7i6d>eWqzY!n~k6Lw_7PL_Gok#xv(7mT85q%Aq42G)U;nX?VAT(R3oj+upVqu}rD zNb>)ViBdi-i~dSfw{2M*whWhS#YSM%&RC917UxyZI}F80$|)5ya?DiN2c}CTp1izZ zx+aAU*|tOWCGENxV5qb(2EtG`&(;EH52>op-*(k~aX`lw=l|ko zP56>yGeQp?!B?DZ=SmZ9($H^Nop07u?!qBlz(pzsjQh&R*m}J}M=+68j{D~8L~G`$ zeRmMLq!gh2uTLDMFP=KOg3GtKRqu&?HBaorn`JP5ih57X5}rBh!=EiHNay$T(nh(0 z(9c*{Mt&`Bdkwc8HWgPMZiiFn;Y|AwaSOhO&-l1)J-zf_A2nS@aV=#RI^My%v+UjR9^U7^iw|5}cX9DQDcPmn literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$1.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$1.class new file mode 100644 index 0000000000000000000000000000000000000000..60b6d06dd4dae6faf10a6383329384704872e426 GIT binary patch literal 2388 zcmcIl-%}h#5dP*4xNuxdK+O*mk%UWxOL7Z|8ubWDNTM4r5Ch^vo`z*S7WQVTommR2 ze8`{UlNGC^w0ubUW|eWr4>s^fu$T z<;j-P)_6gjs9g5A4(<2eoImHbmeSQ$BDdD7YDWdBRo{ko-Pc+r^Rc#S$5y9H5CU{& zqfk3PacV=YjJL7f_CneuT1K9;4s|MR7;C@16_rpFC^oB80wc{0xh=g&>Xx^-x}gHw z$hM|4dOM?c1nSKbLOf8bY3qrya!p!E7vekmK5&ZqrsYOdBn&SddF9BTRE17}Bf^ma zRfew?CNw<6U-KgLy#s^VARbYJLWRxm+57*1+!}|h#F0Mec=cvb=h*ee% zVm63!ogy%HQc41+L%khus-@IyDZM6eeWJUeCc9Mv)n=TuybWbn6B%mbNv&g>b*S+c z(kPOvkzyZ>A7>U@XGyDpM42?Q6-;Bm;mN-3rw0|W-u((bz=uxzQSpUqF^qQi^8Rux z;ghUIdK*zCFpp6g1j?ABAQt$k_bP83bHknKus1HK*rwR=3<+E>U7TVjqu}wDwIiU+X*@nsEH~&1X}1q!|Y?T9HZUs&&~BflJR){%zXI*V~~9shaz@vRU>Acc02cwiSO= z|1qoNf4N8+quAwV9_k>9O{m>3W<6$~m6zf)3Dl#|g}m5ty3!R8Q>^$hX9jA`YPYr=(@BTo~X2z9#Ksc|XQ8N(EG~ zME)bCGEo{bRGfZ}qK`Lxobid#@N<-XjO;yc`pBQRd~_bXO%sEDgOb6i!-PSc%S_H2 lTrjw3&@H@!O9q$muE8kg3D1Kp2}WSF5j^yX)fYa#{2R-|r2GH? literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$5.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph$executeWithInnerContext$5.class new file mode 100644 index 0000000000000000000000000000000000000000..764c316d591711b059b5a2cdf5bb870129c337e2 GIT binary patch literal 5589 zcmcgw`%@d&75=US$QHuL#Kwu8CaR+Z5D!tBq;4QiF@{>PfD{3)Lz-k+7O`fvt7=ym zw`oG(ZPKRCwCVf(N?*2PgJZW1{k79Sqrde(=yW>$?(Ry6hXl-I!VJ4tckiBa?sv}l z&bj-K|K0u@fXA^e@T8(A7cDEBRI-}s*h$qYXx=!<-@0=pIhY!hk21yCY(dE{#IZb>r68;5=%!{TFD>PgIu{j8#Ykp~c3v~* z(n@Z2PU$bLmP_V~rt0XHX(vbgQQts%&*nLbqm{)~D3|8xW>Jxn2f9o8rcB-GKi!|c zq%0{(Lou_-@!3n7D(3{c_Opc$>ICld->9;U5E=v;26QStE$~Wvja{i8nkCeIaL*_< zH@9ajd{^xTM}Nn(z`x%uYX&A$X1?h3PmUKIc_;eYao*ys{qDGWa8jMz?SZ%tu)w1= z@T}p52pSPNhya@CQfEQ8`)v-;A)f>w(h|5cacdL+m7cpTRwInEpR zc+TnBBCR?~0v+3fmfTj*O^Tjso;WpWeUnu55hf@As1 zrPv5QjB||`L5exO|Mx>UPwZ*NsIu%9%?%_X7{%#Eq%kJYTV3+bWD&ws0(U8@s@Zm& z;?q_(s}Q*w#YFwO6TK0k~TUKC$i*y#Y^WJI_&IB@Hd<2tGBp8^R@-=R_ z^;pKl3$+Tu&i2(RP1T*&zheSiz(>Q3zKhKbcv|4(MuGP1O?r)kq=R`yb*#db5S}4j z0M!uS}TCnO4sj<-PI<#*9hHT#=h+Nff#g*_#?=fORNV+hRB zdaY2fSZp3>FV%pZ8>n8l{OP#Vhy^SPkmss3tv-`80mq8DS*3>_R5H+Q93!yd97F*{f%`XNB4rp_ zRxvV?3@eme7D%e}X3Vi-Z3XgnPHT(JYV)i@u{O_{ZL!Nt;8?kBJ%B4)NZb!kuMPNQ z7|VEp_}Nkw#n<4vEg9>!$pRskdRagiPHI7Og-li^jo%HIc3n2iPLg5E{WLRpdo|p& zKwy6VVh0jz)^?FRPLjok&f< zeuuSeJIGWLi0``yK8?>vL|%#D1n!liuL=b6>=y$0KK69Xkr)ZaFV!(a&*@IAU3A14 z5He2=;2UgBH^SQ|CNC1{WmR!TN)-GpfnzykQS+wd*^nbfCy$f@uUCeEFXbJkV?RA+ zDj3>_p%NKicLlY+hVO*&ZG4y1`nt@xRONDCXauj}`z;Xofk4zR!c5+rBI~fgtNZY6 z`CwL^z|BI;JL6|$+&JDP)y6blCz3758D)ZtjZUQU0R*JIiiH>E<9KnR%MLe z#0_?>89i$%j@!1^4Ow&Kq?WYBdNHjObY<4iCgp_{h-F1x998oE@8&eWt#~!gpNV*% zV+_T%HD+D&u&ElB&8Ei7HGy!(Di&02M3?gJnJALTbK10S>r^mknily@etuz;pRp{* zcKEr+d(}oSW1*f{@@og3!s7@Kg*++n9+f9z_s$b7*Q|0y0KY^7?<8f8*EkwQ(0%uC zqVpyWCAw~+B~jnKhNIW`P~aA?32y;fag4u!!>(ZZkfXaPI^d4(!EuW6l!W<&+{X8% zihprl#>~nsbX`c?K<^v;!9UZxxz{6|x9}*RJ+_X4(XOsle5mgERh*Rr&K`OTPYS$+ zaY6fgZefaZEpq-g=D~R*fIBcRZeF>D{M*;DboCCFFSdMQ4WD|Onu1&n!Vuj7kXDb#~kiU#2-!FvK(XrhxKePta1?sXNfZj~D?%Z=h|G+w$bimzA5eVJo+_k1Fq^)#hQhqfj)(y@uYB)YhOC?yXo&@x)8Hpk~Nc(^0>v_VrzbVm4 zmv<47Rs3SB@l9ppn`pd58EB&Mr>LNTE(gM#ljeev_!nO5$gnqkz=HTIX9Bn%^0Vr* z9KDB$a-YqK*bHahD=#PI5K->E%FsuKb-t_9nRlqHKmMbD zKcazw%TRja6REP#81l{50mJi?w~JzuZk^=Bsxu+u&S`Z^*Zx?}#Qsqvi@39aiFva7jNKJaRZI)x|?Lg zb9=A4yH(s?4&SNbJZfd+z)8!t2_!?sGimJ0Jrz<@f1T1FHj@V`QNvJnv^G{)%0H=X z(pDkMs8-KN7HO5Rh6|M1ed^lC69O9FaOL<%53(JzDD;Y?W zmZV9VrEO@FrfnY0qivpTT0#;V;w5n&ZPGMZmhAoBnsr;VZ0oje-PW|;_ndpL9+qT7 z*8Z{221q*h+;e{CcYg2R?;KwL<+INd(MEogX_FT84n`vVUaemb#|&>E64lMN7tg`i z32#e#i+JUa_x4A%;Q^1Khx94T2JNGuc#i^-9AEEv`e@6nMVZ!jFw zqhT%N^~a52J>1u!4fXbEP4;LpP8?M9F9ezO`Gu7 zoF3A`{obzLqo4x%m})L$_X_1REwyIkpnyV!Ooh$Ca4@!sXNZSHOl565Fo-CgmR_yt8W_dbQafMClyhdN(JO%$`=bWU4FsKrmG30q}UVH1A1^ok1~~b0+FHNkS>IhsbVIS zm`a1;k;tHK=@HWoO61+~!bD2O7!4dD}z zrfH2ZO>0ckv__aFv%SU?oi$UCNvAo}>P+E;Ns0!;MlfJ_+Y`;5F@x> z`?}jZ+YbBp`FFQ6>YkoFXLIy9T%T(GxJ}0fD#R6h8)1|qUX?n}35DZB% z_Gi=hB5cV9HZ1Ax?K47N^L3MxE~gfiHq(}*t;%6j724_~w~664ru8<^RCgjE>&Ig{ z=$>Y~TTIh0D6<_4MfKs37SOlDFh`;%4g_NZ-5p!^diwMu8tBI~F`dDhe*aC0&F03- zTDKKK7&ZNgKNi(udjE;0gIQE1)yy@uXDV1$k=a2zRcfaWCbvzf4C*V?>7qpt$26Vy zgrxHn+WggDH65mRB{>n@5)X#@^k~y+n>zd8upm2oXs-%+^_LY=H&cBQ+l;Mdhu|Vu z{N>V9OIK^s!D~hj!X6#b0zyI*`Up(vP_l#RjZ|f_=3&M_q;Ij1Q-J za&S2q?oaJWo7jC~SpRS@%_XOwn<^#NvaMPu`e_mJ{&|~ zcQr+eX_(-P6WC=^I7d9@m+`*dCnJ7^;s{t0el;Xg0g%t|wnh?dVb70&xH`P~2@z() z@7o?U5qblu6LgJA$LZrtb1k(^zBQw;>r@({PcRk1bIIkMbW%*(OxFWu(n7Q&&(L~9 zx;*L0almOJS& zdR)-@n=o}D0O>-!xw7(5PS=_`^$Gg6nEIV$ypk5m?$wW2lB&>?W~A2@ZH?+MRXb(s z+8WXfXh&5luCg!b-J&K8?@qJdNl($!DxINcKp#sX(uXKChTs;o_6J34kO=uW>D^2dNr+wp)tEObht-$V#27pn+kZbi_ji0W6zgHgS&;z%S~vBTfh zS&=YwMf5zAD+$v~P!*bhIL0C-Yn}9x;OvX^@)Vw0oHynByDB|L-(%X5HE5d7S9sEF z#T5JaS}~OQ`%K%j$?AuJs?ZN$DGfb}+yVNGylN$s&1A)KuiY;*fA3CzVif)Ia5f27hM&>tfn&0^DcX~Tvv=6?zilExezOtaH08oB`I&*?8z`ZM}V z(B%U5A|0_O>FPwNrO*$d{{Hq|yF1#LS}ugj*}ws}zos7*)4TLHBKyxF9Z8ay8t`{2 z81rMquII6tbXTs>-!thmuX8^8N{5^lB)~VxGQ~fr^gjKgbdWNZfVmw?HDQ)s=h$|t zQlwa8!O|Ip$Etrh=_mBh0*QZNdcdYusuP-4vC~S49y7ePY8)OsqNJ$zc>>Z*ODVB6 z(as4y^`2uxrU2QmOd&`_W}X8BdKeoTMu=}H^i#MzPg^)Xy?FCq^m7$L^g(8%IjlvsA;XJOO8pthU0k3Y`%_$1PDU zEQkim>3vB*#YK`zLLgaHxtL3s9zXy6rb*!xWE0*kOBipPV=KW*MgvoIYdR8{Rc?AlJyqrCm zT5j0V=S}VaP==9t=?Y(hWXnj__Le58W^F5_vxdD+luf=wgIRRcNydHikfa4eq1z0C< zK<>bed?}MRfQm;&EK;!wb+`DCzN(^EM|`VStTH{qstOqEfr>-{vWR_5z69$s#XVCp z(oTt(mLw);5(s#kZpq4cnQEtwo{k%+lb4xA?jykvvOrI81U@Gvhe?nQqz(4T*Qw=s zFhW$LBo=mHD+jGO4<|0Xn=G)KYj;O5Q%+WdQ<1G@Ilv^m4wjzX2i1i46IqB2VL?iO zkj!?)ZVefyn8gdZM9GkLd@FL80r|8Lz~mVkfOX;YBN{}9d{dSJQp6nCGfc=3?3=x4 ziGExYsgpV0l`>u=nV8@RLNcoo{7DssY}qenI86c#X~PnSQWJX-dCKS6iPuTu%}emx zb~$qB`oyvsW+p+*gj(4%fkCmkq=d0*CT>_U01QPirVn9`oVLLe^k|-1Y@&ABBM|FA z#FAuDJ619ChzAq9QDrK!AD9-&W|mM3$D8J2rbx}OUITb2A=v^b&bq{k<}>0dSblLD zg3$g@f_|xNlkFVGn(66flfo!Xq-4CN>L}uvYT1lgpuz)4!LtubuutKm*ih1pK}r=y zOt^A}c~?l0v0Hz}s4z{@phpICy-E6;?HT_LU zql%~)Ref=sS1_W5;>a|@Nk5ax!5M6@4L)JiMFlZ=QV;y5Rx+SDPyG58%)A&2l3%*Vs=BowCjzbA7&o8K{@HJ4q_D+9yOJ^%`+)|qs=J5$%%hwh2$N3XZT1bn; z{FAVA!_ZyFFx2bf^eo9f6|#?qkjXssKcSKx4`nhmN7$JlQ;H|uh4>Z#1Vb?^`ymfb zc(Sc!LD?;jBn^dcMy!}vA{D9hfrvY<J-dm7QgW+|F!Pm<6xuaudkBn8~^`64v? zJbyvOE^fz~9@7=2pOvd-XB^e7RL5tnFXFuH#CP(Ie3KBSFP9baSC}r#z&-cegsqSQ z>f*cS5R0>(iYatXMwu4N6-Kc+U*PKG`*Fs@_wfUXI{@hiMavURPT9(CDFwFt;P^Y6 ztxJ;8&X+Sy2TrJXMC|?{rq;wtsp2HtIowX>trvtyw$i5Dk8li)h)WL++yfXC4J6-= zbS~Lm$zLNgQ4jq&007T zJ~0%D8#ufN$xBQr6d4$-@X;g(GdB_tst2jJq5~=T$74d`XH09dTC%4ZRqj$V!%M`) zjW+)?*SCyC)?`uPv!Gu_#)!}?^%x8hz75`zh(r{Yr4}%y>Z349=d*T*Lq8duittXT zi)Dq=jt2aZcr>8PyDn|^9fc-#l=yeG>{h2lSGet>?v&>RYL&mjZf#SmE9xt<47E3q zlRi`Cq~Biw)P{<~$ynPEt6Muro@7lqc{_YKb;iyZfUK>Mgs>AlNh$%##_qz&t5$WW z^(*RY8a7_kvsCX}QuQ>ge_Tv(A1z9`}-mX^DHuX-v3cg1S2G zi2_LVftngT&w7@6iAL#2%>)gcq40q-6!R4qJVzrwr`wq~P9r^M>Dn>+q~Gn#$AULZ z(2c&*#znq`z6E)Wv)rY=vT?e($6e}D&(f`9^tlN-<#XjV&UTlbqdQ>P=D6paqq~^y zqH58)7hQARF8ACCy3aSy=gw=K@18eGUvs+;pQDEzbl{Q6x81G@dX#)__X79A`HS3c zELnJ#zU5miuyHRokvU7JabIlC$XOaaN8?OAuhQ%TKN5FCXQVz5;gvcM*I4K-@F{{zV+<~z@)hMZ7P}RbJ*r!^*wZ3ff;}bf62Tm2USp{{ zf0VrwG&0I{V8U5m=XQcu=lC)Q-8K0d$W>x9ZQNZXn08ulU@kWa`hz5S{0hDnQQ0JU zs9Yh3LP7(w|B>(3O+sg^kqT{As4M$m=;e#V_?o2tEaMg203n5O#C9VF-Kfwh{M-pp z3JsteY?G_iPtvxWv+2=Xvla0Q|6UXu0=)i7EH?#d^eP-wco3+t!b5VxyTIZdg(K<6 zB*7^FSHySXpEVt$>Cs7Y{V#^D{7P^y%1Rl9^CxMYy+960v3NZR^FD<~Stld~%a=Z0 z;Z+#|kp@AE)X(XPNh-8wroB&nkYo9~==vqD_~haGTOA#u^>iieM>~vbX4jEU*V7TY z2?BmA4d4dM06oQv=uLLxymm4D49}Ci7$;IoxD-baOHg=kpd+Y8m*aC0@4@dLUdlcA z?LkRi!>{>S1_da`XE{nf<<`dop)BVp>g(5`AbuyW=DWCx@8N3XH8p%c*YbnBh9}s| zZ*v|05bgIc<|jBx`UUBZaysbn;kTIv9j*9mLwh?7Id)OR(ZltQ5H~n(NBarV z*^kiUG%eJdp8`h#c^;&%fIkYX=Hr6NM!piQ*|;Qhh(CtbERNzP+hNfH*O%~BXq7rb zO9=(8BO z7V-Bmy#dS~!MW?0>_Z1`eY^P_KZ_`QnBM2{%ia7O?vxJV`CW*|^LTz0qw+Cl)QXz( z_%-x6An@PE&;KW_Q?L0ZZ(RMKOIlxtVB7-HSc0&w+@OnS=^=8o)5YynLCX$NemgCf z|5miq3i6=Cpp^!>&2PFycC0d}(jf6os|}cqDg);BQJA^M4pCk^KaQz@!QX7>Z}AiD z{B8cuA@M(cPV= literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/AIAgentSubgraph.class new file mode 100644 index 0000000000000000000000000000000000000000..16dbb7e9008a8a1803413bfaaa5ecf275a4ba29c GIT binary patch literal 22335 zcmds934B~fdH=qVv~RU~me=cZl{neh>uV)NM|?`Q6Wfww*|O|dzLWsTT3X3#t#*}t zE5~jiHQ{I*+5iOtE@`;q1PC~X<%?j)Ee-@q(gZ>%rCcqvl$HX8UJ&;`GjHF%U9GgT zf&SVm+4ttnoB6(PzWL_6W}csW^~`69XpOjqsWBRF7)+%G8lnTSWX5XfO{HVH+<@nJ z=5WKhj&<@?_sG71baZ&XLCo}t)g8&Jrz%8B&62M7-JT*LFG(0l%#ho zGJ`x!p4IVWJhPVRdy8HC>CU9%$$?1>p*s^zYsyOxcOx)a`_(W@H{O{_CAwn?%o6wm za-x~oz~LN0!|Bw}aHb)V7;5P3+zQSm#=IMjrlUiae7#+jT9@o*`o*s|%IqvpW_EMK zU41!1@mm`B{LWN*py5C)vo9TuC#{BPGMUOmC3CHYu2iOLB$0sdg(qr-CeeKfDWm1d z=upf{Q<$z9Ol1=BWW#}jLk*DOSUMR^G;}1T_*n5?%b=-DGkf>PdIxPJYA#}E$h62k z7xs!AD}zgRn>39AKJwFarV2|6oR?-oa{HA$d1*FKWQvK4mx4@XizNgvUFD++x|%64 z7KKSu=$c9rbS+a|Y0=Edyh$_ZI@xg^Q+?@BsEbRjtvk#bulY(^B}r;wsx3)U zj{OF$W|{(;w6c~sOj;{3ub~^6d?{rYboDxoVLhZivp;SzH9MS|tQBfy4!C9g|D|^A z$WBq7Drk%KM@JHw4Nx|!)vJy|T!SX1xn6$!^*y*Vr!bpd{b((HpdfsY(-|mVdtbwROHpJ#?$Y za2wOji%ZX~?c+HVy5z-%sDra* zOS?7*_#4$cha|#K+zLe#=~%Sya0o*WWl|yb(h%%>j)-{jU}`YdpjQ~yXKysKF)A16 zVS`dkvxlOCFr`M!EmdM{p?_yegg~-*=40?}`9*|?$bcJBnjbu_f z*n<+=8MOutdLPr;lF$mG{jh6IhMNug6Q*4gt(D?AgVKvqDTD`o^nUu&{0OLjBxy5# zqg?_OAAnlFD-8wJ9kVPbdZwL=v+G{^N<})ACc&i!ZM|U9hv>snmOjEX-xh_g)SmsZ z@qMyHN(i`X=DLP-%w%1OHT;mFziY7(APJbnJ=QniBw_RlyndXk| z)@LOe^lMn}Z_?k$Uf*I0W>ahO(&9;eSZjFa$B5r; ziy(vdj$|^Hwi}xC6M9@K$e%K`jnC$SvD@2e;jEcS#_rNeFbsq9uS`8xDtKe9j-)de z|0-Ae7e4wq{TsYYnbEMlXp{a!ySx9%bmis}?)fhfXym9bqEaVC;;TOT6;g|=+M5ts4QWtqtcOermLKBjg=F4 zHVUpz!|C~3>a?F=`U>ZPsVN)}N5l1Ufc4`!dhRiVo3NXK2rRd75Dey+o`DOTNDV;$V;8bBo@y8Xt4H=Vq^$i4tK8C*@39Bou%%Nq#PV3o zOOU1Jh@UPpg~rjZVJ$pzN+t{ii;tm%i{Z9>wxUo@Mv+j^A^Iq!ovfBXXy;gnQoUq^K^25B8 zm-+YxUJjP5fC%UYO!rNs<$l8xWm}WtiJwMD*(z=c;M59sZWc^RFb!UVZH72DGh}Fy z^})u2FO}?#d{Y&#<#pKfby4H&-tUO@hqXtClEE8%+@`Wb$ahP}*yN3fwYZIMHt81H zAw{gi-oR5^OiNwiO{t~pY~h%^g*&lb!&`OOrZ$UA-X^2Qy}Z5ja)ac4;D2lu-Apdd zwqnU}lXq~pWY&Cfy+qQwYAb^t9Yy@@w>0Af430CsZKC;gydZsE&8^HQ@EOL_MU!z+dC`gcVSTcLCe$%JG`Cmg(dGC-Ab0~@hTJQI&5?9&!iy(8%~W=GBe z+=DE2g~QF+d+^k>``93=HH)#aqfV(JIw`H7+Vc*!0;Vqs0`#NKBf2K|!Yw+!N{=MR3$F@c*uj+a>MIe24n;GF3YcDVr7Aw> zjAsuSxU#Nx6-+GQT!*%H`uwYwiqAtTV6wiTU8Nl($&Nmgzo;vbFt6g!ZCn?U|G(DD zUshC(!8aD&WNO^rwM`{XPw)!?^6_6n(F|dS6KWs30Ja1q2SS#eJHiPR{z`zV=q{5# z$MEX}e+@pk4A{e%6R(P2aV`P@dAmB9gW$`y6_CBquskB&B7uA(K&BG)aGr42b)`b~ zk)FQ7esv*B9vhVq`;pq0P`(wwp-(Ire~wZqqw>{v15~YEZP0s~u|9pM2Cx1uKvU(b znd@Z83aC)Mp?K1H|MvkL%fb5@xvuW<|6>40S@Bw)X0w&Zbg1Oq>}0jYKl6`$T*Lo@ zxUD03Fq(+>h5FTLSB*)ZPYh*nZc(x1rvVB`xNEgwV;}ai1v}g%glz9ZY9+Z4)3(#kg!mw+ku>tF+4XXz;JVg^sT7o$IG)XZ(A7PbEvoe20jLvZOw*Irer zQ1I8Cr`#GEU!y|gR`(*cqrP{z{G_p5)6pc9ks)yMy(ur&cEZ4k54?)0K2a_FSYr+_ z9KM;f0n9Qf?DTFmMLc)17UHpI07nl3_29eLa<7I02h@Q{}i^L(IcKGU+&oJ4%0 zKUm3b`LBiOt|;9vcd|F{obE&?X7X2Y)_GBfMG=5xHH%EZVQ(-BGQ`lqGHlWdd0}}W zY~jNN5QpOOsS%~VCKew$f27|h<_Mqg;wSI;oj>9e{%UozpT@fhZ>8PagD&VNyJjIs zpyj9zIaPQgygu)&Ip>drmPN|F=a2XqH};F>>OgrwY+`j4jb+WEvAjhrTfTlvz~ir| z5sjXJ={IV;^8L#5M;g6&th67w(T7G=Xk-R_Ug4ioQ$B|qt5tcbD*G>d*i-JE<_~Q4 z`RA#c`I}~K_WHx};|mCHnf!qWuYa*>eI43d?O&qtHP$vpnmztH z^r+u-;oh47TllZv9P&5FwktXN4)?`1lGsfb9?*>%(Wq%mqh`C24XJVS9RCe~?Qy|b zDxWur9Wyj5_Fj0P99X^Jc1^i=x_`!w*?GLly_@Nug?BDSMoKDsMs_=6y;CZCwA{8xj@xno~kgBNrB*VdR>_F{_40IoWRIHY;)s=V-s zXN440WaKJrr@@o;{3o$K^Fs%@Xs|G_4kAUDXr|a@aS8)0L*NU$N++udwWKnnFdIPBya7+8@Aa z4)x=JILP)D8}dfH+mi7`I(<#^o9dcZtZHdOskx7DW`H2Eb#3VVdRqv^POwkyMhaJS1- zH}ZS4JOoo<26_j#Mu+Wgrrsi#aeWMty-)LeV_f2yQEUQ`?XofLE<(S5eJYi)@X_Kh zv^x&QTXY?QxeAD}f!L)+nrvdx4xR2nT@~&!8o6dn9lkDuk==;*LM$j~kMGBvcMA*N z;j^$Yu<+TJtIkw7@j=&^I($*(s?)UL8>oUhA-@W7@Go-kOSnRQ&*5q>>uTignX691 z#dzf>KvX7f#?!aZ&%k|GZJ_!T&8Q2^!nHmy2iIVEpa!?dNtzp}Jwc&J-3gi>sXsvr zBf;_$v?LO&I6?K1pyvcNMIukp{83tQf?8#9;V9j7f;K!3z(Q=oHG(s6L9k*jEueX{ z5R6(xb+nk8X$h^w+qHP=pn420EIQDBlO~GVNKO~X(-WmiYI;;jPKGqmyW|&nRIW;r z;T5VR+3eBNNItO{bqlidu4h00D)|L1MFc<5OB=y8$)8(6NG0y!nTFqg&r#$HTPjct z>7pl6TUQ?}4^{*{Cux%&?iREzCsE~71FwOsp*J8dfy9MrItDun_xVyT32V(JE(C(hK%DV;`JsMDTMH=y~2fEE@3q~x5o769y`ZAAbs zECje{T!7p203yLn%Zd!OwGd!k5rFO$3&T+q(1t=l^(6se8_lL@SWX!DSOezo?yS8? zfwQ!?rxs7IIZ3x4LoQrGFB5WVO%lJPIR;hSWYAtU#j}*Wt-y69Rbt7`p;pM_N`-%x zQb04+vXwJgQ!sm4=&-Y6i`yEsm+h(|e1dk%%WHCrs9Fj8O+d5`%W1u9fK~QFVT#gg z?Rk4U1|=8AirPS*T*esMv*eRwx=2@@rT!jS({qXrj8ftZ9U?kOcb}6BeYafb3auV7 zcr#)o8d4Y&w0E=GUL6(=BGue2Sh9d=_dg5Hx#Kx$gu$eT=Hl z(&?T^{Yg5f8(nCrIz^vvnW8#;9B||m%Rf1s>+tIWQhe9Nar~YOqVZouYJ-3uIYBQ3 zO~}_vK@$S@a?pekdHN*1(i5EWFf9m9IW9rIyj5ObI!|xvl!X`0lh~qw1gp-|r(4Qv zTRdgUji3jow>aogQqkhY?AP}^OVxYqno;`emP)7mZDurRLW60!2Hzf~?|b+Z{jkLs z^g@ICf|U}a{}Af_NtSq8*^g2F7owI5Sh_kn1Q3rQNVA7AU~OUyC}RviQ)39(W02Ih zRM_NW9FhmYsuoYMLeYDce%@0HiTrm+Jbq#VPi*c!S=HR9PGJo?>6ngT>U}Go4MTIxzK0U+@oT z>Y__fP*V&N2EEDP8iTLKTlHt)+&f)@=BO_6RyL*6xDwU94!29tGI{N=I0+!xz`uqri~rmHd7yD1J0 zen0Lf=m?#qH_|h7FFquAGyKc9;2YR`*@sy(QLd&pvmehj^hRC?oxTX48!pB#LT}?8 zbT@Xy@8?Hxf05oPd~~Ukmm5kG3o}wJYN9i720z9@$ ziz#fsMLS!Geh~C2_00RBV0Gyt-KTJ&Cehb~FTb_tN}wuS2K&rA0#7Wp!96#3j z-}5uzmiqtu_0Mov>33Et@q0n(y(hRfQhSD16P@Pug3fYV&q;1?DG!!IC(l2@o3b?((6M-ojPhpaInPCE zfL8X5au+J4e?7{#prpVB%g=C+4G`^bJ4Q2{`aA6UVEI!3hDhWT_x%Y!SbLiHGq4|k zR|m~FA!C^kYOTU>-itZA$ZUN|wr@jX9|-mDcck z94g-6rs6zR)CMa+j#l<#F;*yCM=lFji{T)9i;b)n`uQRR@VFYg!fK3%GH9q#dKBj0 zSD2gZQCcnN^;F5hp6C0dF?g01I)uDk67t7#lHc8vr6FjX<_@j9G z7}V{7~z$hXkb+)JP32T(po=lBJ>z+c0cdtaw#g`XZ2 z8|Vwb@to+PFN#6>vN%M~i?`5=;@$KW@fdwooTG1um+2+(3Vl<21MQ`$TMt(u25c%9 z!u2qFx^xtwur7TaF_tPJ!L`vY4dP#9P<810dE3-&Mo_Pf-YCLERT3*OT3wPowE2r+ z)8h;bh=5T)&S&{EFmUT|B2C`6}*D>*`<%rur7%( zjIw%*(c5+4Ymh$+Zh7$A$R{D*prs@(A&Xg-4IkQaMd(%>X)W^NKh*+SNR`0;GTM9%;`R#M*g0@XUqK%D z6##q%uI|hD$H%^|#qXq?4~jBTZntc=SCaw0AQ6$jEX(Xvv`%apb}RwQ;;eW>DI5Wi z6$0SJ%|PQ$zb?rKh%~Sop`FLo0MXfiHPM~7W5hCzqOwBBD&+SsxBJ@}B8MPXhRD|1 zPKF53y`pjqU%0lAFJZLwiK=3JDO6XJ;ESyZy~1=7o6TwpkpMj_s(bjPnD(TY`GlxB zBd#MF72zkjR^~a`(YI9)3PW_F4si_MM-`%lf}$E4Ie?v<)wr)jv<9CKe{=AiqQ3u1 z-xjZLF|0j3$5Cjsv1okZk zqn6x8WgQ~YA!<8Bov6oMT;CxYMB{D5mS_^qx6w+A+AVQ|C6-#W(-O-pnqrCN7R|(# znMJcL3R@JkXpuz`i)t;p-l7JJycShj)M3$Pi?&$QX;GI&+bjufl|=vrIO{B0Yf-mF zJqqA07N4`|4poj?)N9e}Eqa4|6e}!x#G*$ny2qm97Cmm!Pb@xT@#idl$r1rethB@` zAx&X52DTo*4Qc>wVms;{LK1oe3q8pz@pVHTH{qvCyPeYQPU-bd>CH~*ey8*?r}S~I plTeZOlh^0f^{eXo*XsIhb^V^YeqUYxL0x~Ou0PWhh`HjL{{{_4y{Z5J literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPoint.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPoint.class new file mode 100644 index 0000000000000000000000000000000000000000..2ae4b31156d55dfab1a2fc91eb6fd1cc3b15131b GIT binary patch literal 3843 zcmb_fTTdHD6#iy?Th;~^1A#!v1xNrxvOv-#Esz$H5KMrikdh0%FxVSdZ11|>H4Um% zW2N;mZtFu++aZT~<{7RX9BDX_xcC;djw!3KtgY(K zQh^($t#Q+|94?M#YcrNJQ_NVra%;q1Hm@byf_UVPJ1#l?g+xT03|Y zcZpzfYBxV$*6;CR*11G6bPC0kV-==(A)^;upM?-si2YH9$g=L{8pGM{p1qH-Jv$jL z{D*CBDl*7qJL&njflziNI)jq3a(T<7dKf5Q43gJVR(_q~%m2lL`#AWH*nM?y%Wtc| zz1_aUdQ2R@GwsEg;pINaY{S^w==NCe3{Y~X=-{r5p&LCS8&6S2IF?u043!z-*E_?} z%42kkW;4S2j=8lu!g^#-rgUzll3}h{8C~=CQ!%8tGtNadtVeK$p()2Rx+lJ6I4f?o zaBBAq-;_5XA7xs1R;=^{H`7_&rgms$iuv+_^jVg9rDEgF^?XG?_th85^!@%)UJO3O zC7#XB8IDf9=Utpra2Drl!??h3dmpjiJCx-XeO|)Q`*FGtsZ+@-+$Qg&b+^kV8Tt=; zkwx%9jBeJ83O>ZBXwai{F&1>2dK3dA#IXKFk!Q*Cjpd%-bjV%ezzg~np|j`hP}&s3 z1d`%*n51@YIV<93Id|a9_uEz7W}l@r;A!q~@{5#P3y_B-@x{a!=r9?Q-#5gnpJwR+ z#_Bd6oK&P{Ns-iz2MYbUb2&CIUqj$ zfw&?|YOp2P%=+1@@54bkq=qN!)M&ZR#OsHF$*3ChwA@vfTHPY`6R1ktD*y+}07;ci z)~hw7T01DK>L$RWz+{zLN7DGj>qm^{^)zn~^V!3dXhcbzq$MavRC%_(jHxfKQk7Rf zg&T!qsEw1mqTU1Rlz3oK@GI+EJcCYWC_}2|jAfHMMWNF=Tcj6QPEVR^hHcQRV|44i zLN|k#rnOUssm~O1OM2m^c$tWM+)DB6JTDkx?F&1%W0l?@6`<8~4o_vKdEVcq%vr@k zN*^}_@L?Zgeit_Cm}NP(Q{Z{8dDs}BRu`n)kPsJ-4H`djSJU{E#xQwArZFyF7&PCM zRgo-8Yr44+z-P3Yqn#qh8hhi>=cr3OLqnqX37QgpPtf`c{UG6U`WAp;^kR|b$Gi=A z2W_;Xtu6tI0?mZEO)3#^l2uEzRd6BiL%gp-I6`w_yPtqUG}g9-zWx>=Hl670dxm44 z)g}5N04A5rgUr|AINC`pc58$pjD`}wqUmRvY%vw8izJD83O-ZMK^-M$2vT+E#0lED z9k6vjfaPAT!^sk}j_u6YzS(q@*p!2~Y<2^wWI#6{<%BrO7>y#Tsu$IlknXsy6{qrW zydbKjAgZMxsue*@RJd!GfL4*O`v_E+J>v(otu06al|^8t+}Mg~s|fE?oc1_~@CG48 z722v%CU_y}qfx}PMr;*(USJs5V(kUA#%H~GdM~@^R`6+L2t^{4c7gH~W5ccL(G`LA z2O@zVp@`{ITv{A%eN0*s1eaDwZ_orO0*TU!y`gOP<`Vrwwnz$xNKr-$F5`+zvE3)Z zFpjJAn>c@-M&b7JiQXR&3O?@r9nyCQ1s?ZqK$;e8`sni<*Ic2XLF?Adb#RMK6v2r6 z7aE97ZOJ;}mcn%&Q*L34fJ8(ch{_HiMc)z@kft$5(iy6+>k9}ZaU+S3l9e+V8T<#&;h@F< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPointNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ExecutionPointNode.class new file mode 100644 index 0000000000000000000000000000000000000000..e3166ee263578b4b85002210501805d696acd92a GIT binary patch literal 1646 zcmb_cUvC>l5dZD^Y+o)(b4e*ADWO+tQYTG&j!R!isg$BZU7WPSv{IE9HulEd*xs{l z_d<9nTS?lKhXeYod~!UiwN;l82luuxa;1J4?uxtN^V55}xwv@iHQp}0336f`YC=4B zEUHpVZi%dG8NT}uF&)f^1G(~lq@;FymM*`_-9v4%em_aAY~An6bXd&7KyZ-^<0xi)Cti`KatXreWFZc$w1nrXe-lA=kBBE*i8AD zVkq2HTG?CFBjta^+_0(AZK~`T-om*6lX!a!0Y*o`F-^@~?a=Qv~t!0L%dxI$8(>&ne-XNgQ@s5Nf^67UfpZiKmVES4W2#ag~0PK zR@k#23c>S1fu1aHRT*xaT^D9Xe{>{>0#yK>YY})Jp+kXkdX;vL z7D>q9V`NCF=g9UN={Uv^6CLMdG)~OWG#tShOb}lo$!+Aw84%5Qe`5SMOg^4E`xD;z zV=n*g_sFxg#Vbp{U?ztj$%bQ@Ru6olh$?aJYG97!*N56Ad`PrT(pmC(egnB0-mPJ- rhWBuRD54rJ;{6RUgG(rFVAS9PgL#9z!DRz~$Oi^xg9U>{gDd|4f8)|7 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode$2.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode$2.class new file mode 100644 index 0000000000000000000000000000000000000000..2e7c625b981916df0c27139949e2259c5021a788 GIT binary patch literal 2777 zcmbVO|5FoJ5dXYOAaKNhRIRaAQ$>LQIS^~BL0g1S4nwd6u$ESPNgmymeSUv32)Yx0X)Fx5n8p|CR(hpZ3MHhNhbRa4a_BKsdKzm1R z0zCsor&_Zl2VEd>m{x%!roHV{WKb&t7l-!eXLvtJAk{|p|H^Mx7X0#}^o)|>8I)nM zArK2nh|4%t@rY>AGHH>wf-DwQTE*RdNO3=;8vT&serVvSMwnBr{U9*BzkH|<>Za|Q zMOV}J&|6*vX9P}^r8l#*ytKNa=Q8*6tNGiR+-zo6;MhN^;FfG3>1&+6i?OGH`jHnpKs6Z$?FfP!) zKi*NKps_MypMBjxx@F0-VdXu;lbMG_S>wD%aEVH%XjoRla}tAfvZ*Qu69u_JK}-xb z595jbNI?szg(DCR7~PCa^JM6-31~8EY>2dvmsC5$Dy}W>sv<1 zerMZMR_icHw@Hz}Pw%O|IhYPn+B(77=;s)9tCSy_H9bKwtkUR-;7frnJ(pjZ&dp?~ z-I{8cnU3NnX1Xzr*(mz)0pFh!P-+tbSKcp}e4Dbb)FuTM+LT+HV85=WU>vt`PvG+V zJP#2pzMj*2rRHj_*^FQ*iZrI!`L6|zHUrc$Ih5*lh#pFXfnWgYzX~HEa`mCf81;ox zqPQh@9;>R-rKrkDMcsMaxAXXvGB3`By9gIaWn8(`*%xBcyvjEyRy|XO?bwg1j_*?P zIvWp~z{tT4?;G?H7<8dE+(Gj+ovF(Wi(WeI*2<%r3|fk&TzH1&AosgN-MVJfO`~AR z6$S#`d9!RA-tOQyLJeN5EE=_d*PEr+KIc~pvK~;Px^2t)jAgj4q*2V|K=spKDmK@nZZggx1 zx1VA8P5H4s`7x5u=CYej`7x5uY3RTf(N*HIi@-@#2!>HWDbO8)MHGc{Q>E`c!j4e@ zj=MzoaGh^3h%-3F;3JoEblSzo$dmAub%b=R>R8ip2jA$pi*I$T MzKb7R=q|4Q2Q}F4-~a#s literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/FinishNode.class new file mode 100644 index 0000000000000000000000000000000000000000..0f96aa0748040b9759790a13506edab3e20bf4ec GIT binary patch literal 3427 zcmdT`&2tn*6#w;PGqX%WvMgUA2rLpH*(6LhDqs@85E5C~1Y{A6QDbMfvzhEd!PN-X@S@}Pf=_?qlf8!{pR)i>fd|aKmGmSI{@c! zhoPUFM%{602CoU*_l%0;iikF7ZTfeODbqH+r5UFxG%$v_v1@_98u%lnWxmD@i`zBh z+QPD^_@n1b&s8>F9G7;awy~R$qS3~Dew1NgI~p{k7}PQH&p%I*^d>wi`>tu%MoV?a zw@lk`#iB(X8dq=LT@|B!w-|a#j$1R9g}>l()AkH*+m6qD(;<2$uq?h{3G(OIzlk}% zlq9K?PioW984kw=m)BMd)AogHbIT~&(i_jLcpBOn_Ewfer9KnwzRq2~B1n+oWHNv_ zrO$@ccdH#8=+v_C6Q>YoQNn!5BzO!y zzsxtaQgyU@!9vaDt4lM4bTYnm1Pqx?=td?r3^VN6s)RMX%<%Sq&RMZxvZ*XDiA5e* zeh7RwkcBbL-MVn&WNA7SoMF&-wK`d?k>`cp=SLnlIJqJ0Gh^G^v(Xgu=fmwOL5k8C zV>q&zouXxl8n?>Suf*h?iddD1(m*{hk;15)G`z-;t_gp_;vSvd?%rg5giNZciF#S}egnh}o0n14@j9+hKYaRx zLlF%nhMi=pY_6vnzjs1cx)go=-o}*aXsncUi>_o6KfBiNGy zrlmX8#fDN@HPhOy45<%4Q&VXzlfKfO*+FZ4IFo7XZkOB6(gw0H)P8y2!!OjG(jzK5 zHM*L&lLmREQ^*uyTlAC|lurqUj>MIJs!pvX-$+zbF_xXct%yrvA*fB>@de$Mj!o)X z*SHmsme0%6s42ZaSI9jjwv7%?+lOc>|RbS7S z^un>iz;NO8NP(!~k>SD_JwHhgfYb!#fq+ZJS*cI+)tmAm!O&TvTVf_ySrBf_$(Ec7 zw{CIQloBzs=SD!+$ciZ1Yo=!sf8%*DzWF|3*iklXHunRW-}a(y3pXqoK?SZyiJUT} z)jeBfmEk~aMXSGvQfYp9 zAlvpecIEqLf585kk=B;eslf+01RQ9c$Lx<#Z)cAT419~Dv+O>4)^XxK`o0Xcty+GeF{E8m@hU54hLnQMO z9>I~`k?&dBl}A5P=)?{TV2~n_e@?-mSyDs9BV-e$hw-iwy;C7png}`#$d{Ok(?rYA z$4G%pN#~)|N1vjVmGb=q_i7dMO!!GI6{uSMgKnt zrAHy7(5N3t|0!uMjXJH4(hPLPVlD7!rCuom{{YEiw+sLP literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode$2.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode$2.class new file mode 100644 index 0000000000000000000000000000000000000000..e2114c45a93cc7a7d1ab17d8aced8821f5bf8aae GIT binary patch literal 2767 zcmbVO|5Fo36#wic5IAB$tJYX6siHuDoQSp6pe;hEry*Dpu$ET4NtSTra+k?nP^bOD z{yY82c3NfXOv|tBAJyr5$$^Xn8O_Y@z1_F_-ut|7n}7fN^Dh85;0TOM%c#0;#gG-{ z_?}U68>&qkw6^@GM&6eVKj)U!(B%k(z(3il>)V#YN8P4xIm$COHfx6E_^RPZ+sHS) zx^l`{Su2)hdgnABS!+5a-*O$#m=CC_>FmJ3}tg1U}I*h;ss6wk#^P*^FWc7kZ)L zqCkJ3eo1*v+h-*sgwM?CwRisU>@KxqXN!2;*5nL89O47CyzMB|skWDo;oG7X_@?m1Q9q-}9W6NJp z?3O|guDoGjp50fW?B%q)s$&YD5qyhFT_7^VVr`o!D$i+wx6BWZi{o_9->83yQE$29tiQ)ZJlqBullB?<2p}kZquXSb+ukHl5;TLH(PuJ zQebSavxCCffznWGHa&61-NMtl3d)HZTzHmRAlJG}mAWDumMq$;z>`34-l{m#Z#9i0 zRNSTNf~*I;{wzK6xn`}X8o^G~bR5-~wWa4N>Z1J_r)0Yx)h;=4-7O2~dAHdpsd2wS;Yv&083z!Nw$L?*gg4M)oqI z$-t}xnRT7^DBn2uh{xtE)9Ehy#$Q2uF!2&!To1>?<9}c>9{vrP7x?NqG21AUEqBCs zQO0o_Ch_Pp?gYx>xJ%+g0rDFIGo&g@XIRx8y3Y=cCC9dr8=u(5y%$(|Q+{k$evIU^ zxeRkhevIUE7`m`Q`#NzMB5(>-n!_lf9Ow?grX7u9Q={)gqK=aTPI$EO;VR$YDbCYr zo<8y@MrS;Hj64Z1tRiG$*~E&8`}oGh1AJ>@72mDWla253a1~(>k39U~!SrzLepF literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/StartNode.class new file mode 100644 index 0000000000000000000000000000000000000000..e8688fee93c0105c9203940cca9651a2ed8b4a77 GIT binary patch literal 2685 zcmdT`TTdHD6#iy?WkbMmb0OqXC=Ln6u(p#XEvB@DgvP}yR#^H zsrVV~Yo$tkP1S}dl`52nR_Z@!e@xRe_8RO2h4irxo^$5xoa=n&jQ{-S#cu#U!9#{L zH;uaE)C^t|w)Bjuw&993 zi{dlp7M^U0!pI^+s^qveV?)Rlmz%a{aNBkym!?B}*|#jdVhM_8=xxUwsZP?Vuq3l_ z=nNMFha20QhG|RT+T1dVwu;6xt6mJ<45zB=qFOIEweNA4ZwfldaJfB!prCK2G_u%@ z9`x!sjs%0gyzHsFSzcywBq^3bDr!MH~R3&B{yUOJ(uS&;#62nP`Gn>3Fn&Jnh zTqlkU(d{#Q+a5vp69oy6w21-} zGu*N&rWA#4oW>a)r_k3M#aV{o_CN!Z?fQX8shvv_*v~U`?bj=gi|+!redMR|F$@qO zuCy>kUE=uCw1sC-@rdyo@F8?{BZ?1n3}UDg5Np0&Z6a(o;I77SiGd%IN6Skma^Egh zpgY7z5Yc5F5nLhorOXshjafpD9VC}yU_}PalnlwXD+o%cAii!AHZn&y_`XqUjBd|g zskwY>y-XlyIDL5h42c8SHa*6WXE=FS_r`FI;p=yNB=&uNIO5U zM)QjT)eoDvv-E9F>gkf68_H$!x$6@-;_?&u+zmZ_o91+QhTb2B<7Bd0pXXZ(YTh&S zmZ+c0{^p8s14**vRJpatT~nP1gsJ;JHT(shZU9KY~W?F>7&E+xz{7;_?o!sIMS2Uc+I)(AxD6YD6kTx zHxn_UCEEQ>T$JdwO!C-soJfy8`WHY=<2Xhhezm6 z@C+&J;u4-COJ}a)DekK1DE1_2r7?;ydeMap#>lt&G7f{N;<6+oU=yb|^1Vm=ag}bI z7%D&1gBitj;#KOCWI&aq_d@ua?+{_7^k`-mAE~UgMphxvo2o)il2cG9QT#-tWVYlAMRAhnR=Yu}J26$ec3yMMG^44@efLeLwx)`xhz7 B>bw8| literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/SubgraphMetadata.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/SubgraphMetadata.class new file mode 100644 index 0000000000000000000000000000000000000000..40893913d368c4be3d7afa77575cd6a3d9dac280 GIT binary patch literal 3661 zcmbtWOK%%h6#nk`HFn%&?7WJb&_Yw1*lnGp<>{oQ>4Ul?0h$tM0;M<3)SlRx37&C8 zH>fK%Y*-;+gTw-{=mI1j6-cO*9lr@7zB}W%j_W9*NcP-&&zyVCcfa$P``16e{tjRk z8v;|(%2yqyoR?+O_S}5Qshhz(&$Z><$uBk5%5}L_Suj1hERuV&f#jqT06WqW4bmbHA*R&ZRaTrKM|y)I^o!Q5I=!W$DhDTM--VOomF3W626i+j&YSaCs>P~ z6I8yyz)p&^_XB}kC*R{ci}7aidS^`|~No;GB*|Xl73*(=8|5 zB(C-wDP>?u+fV5L=YsP=&ckYc?bzOS30Wr>nXsNPdak8f=V%I( z#({_5MTZoFEMW3F{hvd}0QCfyos;Ua!^=u%hdEVca>tjfvMs%a(l~Uj!Mo6=S+ut; z*J8q+e{`{6fdu8$H*eYIVqTI*W=e(ZUqg?#S~j@n0comt?m{aZ~3b?Avs1#qRug` z?iL(-xQ;d3Qfefe4S@^ z5tYJGj8Uu8VCJ5$tmp^~4sbqcpM$jp(wWJA&t02-=PK2)Y?bsV^==q#)06 zR1r0Ti2erchEJ!WBiI`R&1eP9Xa&vK6|{+6v~&b8jx2IbmQFVVI64|;0Ch$FydO(7 z&8TqxjFW+X70xiUo&>j^V!SjT^9hcMsa~~J?fDf2;1S{=XuVCulA1eNE!6j|3F92C zXnZ%Uto)2~Glz`B6=m%{F5a3sq{0^vFhn(-d3*_%eYe9+!ve423g0OjH#sUA&t!Ao zA`-rr`vclnOwN0`2hbLjhZFqY$AT|ZUbxPDtu(?xqNtG#y|{O(ht6JO`|RD z&tMU65QJhkrqZRzNeE>=H5O-u;})fFu|Te^B2>gu5!Z`&8_OK=P7&|o#wvu16|Ame z*u{v8_guvNCnxW_O2|pXMbyO+7tgpj>SD~rF&EFdIPTmF@te6>?9Zo;BhonBw! Gf9hWy7h1mn literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$ALL.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$ALL.class new file mode 100644 index 0000000000000000000000000000000000000000..c6f8b0e1d5b5bee2a00402292f94a3081529aade GIT binary patch literal 1412 zcmbVLOK%%h6#niVKgMIHb<>u(DX&rkdC-mBcD|_O}Oqsck z=q@W3`~Vg#Ss)f!fLK%l359mYpWsihMtpZ{H7yk^vY7Ll^Zd@afBgN+ZvfuKTLSN> z&>tts&{snpo6H|1sh-L{_0Zh&HOjN{n&o4bzV+zrY<$CLG{cXU8Tl5=;;PLa6}zw#PK2Wzq=KB&0z!FQ#CE9=g!v-QHFY!%ns zdTFuH5Uuh@55IA4Rq8IS70QCLN4aX{2S1c*w)mRB+b7&J$Ky2B={;Yu_e}KKLEGMU zZ_*#8>h9?3*a%#_GvS5r=^)+@vygDNj~C5ro38Y9CyaG>ve(z?rd^5ML^4p(mP$jb z&x~_DqXy&K>h4T${yX<4Dph;h==6yqwIGglx)G@?)4Ub0mrT-uz8Ts&7iKB8o@x%) zxY+`SEb+TwS51DEd$am!@*@B9-B9zX`Q*d|#g+T;exe}JBDK!IUrdHPfeoutvgpm> z6uoTlrCG2uf9A*h*Ri`ZbAP-t;lWvkJQ;fK@IONNJn+n{Qa~>0x3IGMJ&J|H)!!k% zMbSB2J%aqSU{gq}krp7!Zr-*HWx%WtD>aCR!0WV@?a&JpTr56hb{`ji z#`6{sz`+}&9z!I7sWZ!))FrOqI{6*iUm!d$Zo>(1DZonsE~80~mjk?lSGOTDEMa*Y ca~WzGRx*?`xEao8Sk2JL>3mMPx# literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$AutoSelectForTask.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$AutoSelectForTask.class new file mode 100644 index 0000000000000000000000000000000000000000..5fe03133f0ef4e64c7e377c332d829a9ac179897 GIT binary patch literal 3342 zcmb_eTT>KA6#jblHVg|4D>p&Bfyzx6@e(5t11Mq1f(8giNutft?hd;q~is)PZN&Z7BmD4-Jva(c?vV7R-)7|I#olEZ@f4}$*z&LUY zGu%q%9VeUQSz&uJnQ>g<(@EM}-d1wSaSDr~ATpli*o&UaJ(1n&ohW&Ze>&~BOI+q- zU<~Fu-{i>xx3kIXtLr2ZLx|zxo7spV!Vn#^Y|DF(p{*~ytDM}h?CfZ&f0>~t?YP_2bhG^705_mlfV(4fG5xef_nOGc*wUTvf;f zSBg-`IK>Uerh+_My%`}8GS0>p!=3&7?th!e#Fe4mH9u&EU;Eyk@>(2Hsj9P}u-;-c zahyV*%FiH!PHkLnCWZ?&J>6H^G~;aO=x$Apvwj_C7=sX8*;o93!K zwqh7&XfN`-@Q-g=Uanj|oCXiWSJgQTw9E-F=d8_ed#xa3Z`yJ4rHy@BtO~8y1edlp z#6IjRRs0onYa*E9g~FociP1PlaL&M4oNtQa!k)I@X_9@aS;@VVph0_yV9s$#!LEtd zW~4711DUvtUISwoXK3E_gyxXQ3O9x;ROx-Ge(L|rm@x1@CTTLdLQ(?~A-*W_0wLI1 zjo?mTw<$aSHX&&|^3{T%=GVC^t|?V}Lad!^72R>nAf+bTEJMWca%w78PqcuMg4&rO zlu^FMJx=zt;%11@(bR{j4`{^Y>HNN>c2q3d8uk01+Ye3}T8CEtZ9gzHv(YFox}oU? zZR`E5I@3e?%ZGZ$_Ja{^m`xr`L`|(z8xAFOT{FW(MP7av4eL=eHd|-L)y>SShasXH z)LohGHXDg11xlnWT&Bvx#K2|`m`%iBj_77{XSjn6CuUwfQYsGkDjqSSTZksrkJv)9 zuY=6$wiG|c*!KSWzqz%@mrX?*Zh>6{2l#0(U-KMl*T?#P#4BN81S7(Db0M}12fx(I>k6_X&7%{YeRfwxK0LJ3D?;Agb|NW`vp zidA_R_Zb53ssU(54|)SPsuguT{vV2(aiZcy&t5Ose_B3Sv0N=&w!EKkvwExu3WeAt zWmRR!^fUAev|DA!RQSHEpAfT>5VMjHGe}4^411DOhkgtMsGJLu)7>4W{6+EiXq>wN>vzIy+NXvjPyOUH?vos*9)rM*E2KpuElNZC zQ@l6UWgf{XZO<`vcdQDuHe%D!gsW6_%4~a}nEumYn(h>QMOqbn=LZJAM0-V!)LfhYmv_9sTr=XAe6$56h2B}0gJR^DTR-*yaFb1 z6Q8W0O`==kmV_a3TcV@NUY0m5v4Sj_)XC&U H`X&DXJOdpn literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$NONE.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$NONE.class new file mode 100644 index 0000000000000000000000000000000000000000..96dcdb44bb30e11054cf772eb650413802d4361c GIT binary patch literal 1415 zcmbVLOK%fb6#nj=u{|C;-~?z)pbv`M=1~}v0<9FNltxq?WK4ylRBcw*&Xqm!WQNX+ zqq572pU_1&NL`>VvS`%>Qjt&~yZ)$_?~bhoirPgMb6#_v-#Pcszy5dz;3hs5SW$sD zjN`ti`Z~%|uNNnJEPK?0?18r)$6-f@x|aoU)X5T+>HdR8`)>PI2|}Q@t#*|cs;KYX z?QYYn1WVxh@zR!15GdXVq9FTRz?xs!sGy zj^FOAueR52RdF8GGL3HwOt*${MmO({&eWF56tl{mU5iH`4H1SwKn!XBAuw8#($*D$ z(ZOEBm32A(9LtrpihHm}Mv`-9%ubLwhY#KQ!QQfLiZ9BJeDQP9c4W=EeX3^9$!1~M zsTJq!x@eZZI{eYPU9LH_mMII$F6D}mU;I+6n&Qg>pB;149FNmf#wUHroHWr}^;gY_ zcShZQqV5ka4>N&t_eMPO9qmWEK^hS5)uT;w!Q+*lYz2{Sk9N8`SvM;&n}~ZV+)zni z^oen*ld0bDj=De58~@JzwMx{E&UErxk*Xg>I#~-Pk$MhI%g*-Hr{9s zSGZZ5Ll*g+HLE7S%)J@?Bzb}V`Esav)I4%xg2LhxxW7@5Xp$Od;BO{Fp1_1vC>ivo zaDrYY_`)REnwkDJ|8?YUP269tOn7jLA+Lv?-v5tKJ`cP#spOMO`pqsbJx0OaUwRJt z6AIS;(gEZ*wn-teOlm`xoV;xl%7959MyeAJflp{HnW1MXIGFnfirG8>s62)I_6g4Y zj&}?ofQ751E<+@NsWHnn>Jpc5o%|l{?-HK(Heva=;NyKC7ttWc2R=T;N1G5S=CQDe bsT9=|iz!MeoD^qLETyRDbS9^CpylJ2TrE5r literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$Tools.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy$Tools.class new file mode 100644 index 0000000000000000000000000000000000000000..c7e400b03b71334d2269cb5e5efb3ccff5e7ab0b GIT binary patch literal 3140 zcmbtWU2_vv7=F&?Ynz5I40!pQ60&J-YNK3ITU{lkAq!ytno~CQM&1N_5o^K-KWydvwy-sISZ0HM)W0efcC=1iEOTy*CsB8>Mtd{^|(AM}m*DY>W z^sCEjM3z8=;mnK4O(4b)A2)4NOfd9hi@xxNFfF}kdSYyNk>O%HcD%ToG9fMWt-oY= zW!J0=#~qvSB^)a{Zbe@+#Inmx+tayiJAzC9Jbm5~^9{=yV~F_@RCF>Nt~$apZGCOM zrkl1fT$@{Z!4@uYn`Mf_K8C*Xs!^_n?AN%IalB3XG(peKnadMU>3aY&&PFLgk{euk)6H9dxjU8CTq^%+u0{;Cy2_-SRxWQW@| zl7gp@&lPxvWZ9|J9h>UvG+AAC>KhE#+LJjpyjMTIXczfhX6{kF%$k~{#JtLok}eLe z7@zWnB^bWT?#;9Ij1*d`DCoSs#x8{;I4X@lPSqfspfnkJw-Vo4unb*(v1I)&xxj{1 zlqriZ%|BExksL^7=DKrQaFRNvcu2O%rib~aErX}YxRE1s9U7$ zzh)K+9w<16`r}1<36+?G1 zoT8LWzQP43bCue9gkqz}g~OgSMA@tGpdZRslH4~QwG#bG^30}M!i!nsH*K7i1xFQu9+uaMP@s+G+{N`Gun64J|p+n_qXzs zN@?3bR845=;~(Qa(z{WHb1yg-D1H>K+^*bySGK=?44uI zRpgYpwa8slo=$mAZNFPHxn{XY{ZXCp+ zP>oJFN-JWyU(o*(ZMJ12l${C)LfL`kFYmCt8;6?$kF^VAzJbpogdPJ5lyv?qStlJz z2hRTnnz{4h-To5+b!6Cmm6O-G`!IegjoTpqR_w z$55bWiLN4GokX3*Fwsh$Z0KH6Qa{3*z_w9=kIB%e*3{DfDfzUeHHf&c?>^qTM^am3 zq=x(q=P?#)y-iTgr=eW_2gIWH@_#`27O}{^{3et+Y03%u9^!2u8I>XxNc)qBB-Fpr zo1pV{oeVYOHiSt`k@{wg#)&D44}De|7gS^=BL2u1xPXrdR*3u(Vz|77NC8(0c&C6F z6bNFrfOk<`0`oA3`6cvv81Qh_L#Kyp9^Uhi@Su7)=;4ru!yb-!IPYIg`s*2g&HC$g N+$LqRCr0VZ{|k1)7wP~2 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy.class b/tools/llm-bot/ai/koog/agents/core/agent/entity/ToolSelectionStrategy.class new file mode 100644 index 0000000000000000000000000000000000000000..49c020a52be72298b3ce909df7ef315afb3e7ccf GIT binary patch literal 1158 zcmbVLOK;Oa5dOw-Y}W~pwmh1?pimwcaOeS{mLf%n3Zu{hskr2{Nmjv)V`%FB8WvY2u`|ZY~Z3q*e}Mo+ibO5lnL*O`j2(G z$nz-8PK6q}a0v$m*^W<+-?~^Lyeddw+NNAo2+OTus^cgLK1eP4LW=`}HJX%o1eQ6- z93aq;_1_~SHTc$lPWUvjDKXh$Q8H5|`@b&gKko$-R2D1t)T|g`r5QHO%C*PcK_@gdt;cz{QYEuQr?lySX-QivNNY9W@f!id!n tH*u>2Qn-yf9aI$76zU4=3L6TW3R?=>3U?LmDeNeY{g@g3c?KS1^&dA2PzV43 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMReadSession.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMReadSession.class new file mode 100644 index 0000000000000000000000000000000000000000..26240facdca6ad5a7941b47d0017d74eaee23b50 GIT binary patch literal 2016 zcmd5+OK%iM5dM1h;n}r;^*D~bHemBeFt*pdHV_94mJ9@GrLjR6`QlT1wprRcJ7Z1v zSR8WjAIP8J#37fQ66FwC9Pg2zVr+*R7Fx!s%xQP?^#T)viGY{H1Q!n*YNv()-i$2j0!*Ik!^Bj0av>LJN; zayHnt7X~j?qucbORC_42T)Vl$@XzUT@At~>&t$^T*Zc+1$5MNdI-vU3)=&QWe{AiV z8%7PjFU?*gRG_&Cg3t&<0ML9ZG+VLnuQBA()@&3QE;mEttAOtxwzvw6i~`~FT3{lI zR-PWhFvGa_N_x#s_%jiSmLx}p8=X1&B53fZd;8L(i%)@&TDFrU4Vw4}&f$C!Be=j| zcadOYln~UOp^Y&rDusrPaWc2B&&CA9`?=obeA&SN1&RM5w%oI3`B=Ubv2O^1+C;HO z7}^w3Q%31rawr#(#S}xGUIHSn8$wqS-M_pAP677sJKV zr~R*y;dbwMu=r0tNQTkw+%}~VbzubcVzmx4wA`$Ou!MktHOc;3C0doF`ZB}M$45&= zYtl-;q!PVjENrVrAWWPjz5YB7jB3eR zaHzB*pWb8NIN2i%#qBVTJo!W=Nz0v>opwZ@BbH$ixI34J9P-HE7OB5rh-9F$;1vHr zY0+_rR-A8$mb1>c3ClT?#O4WNyJKqB8(!WJfMj)m`T>N(ax;J zBR_?o08#;|4^^M}QB}XOp#+SG8mSL+=G!x8&;6WtfB*3(fCa1wG?bBBNz#$3qpf$c zouqnzrPI!t#LA^;DZDkCcUuEaML*N+%$XxNG!RT@>Cghx8ov41ZvG){<^K#v(8=Z)rRt_E+C!=92s(`w&nR0k1(i=!0tA$C~{;{WY<~2T4j5Qth&sJwG{Ys*Gt=LUw-= z*hjTGX2(ZmoW)Gw&W=3iln6`>58lpJEaH5BNdEI~D556t_+t-mr%bSy8!ndj`>;N6 znJXfeP2>FTL-C~;4`QwaiHico%7X1Rqv7Y%5$~Z#Nf${M$ zTI3*5EWfl1yAL<_t_z+=^OuW_t;{w=)~AUn^6%M8^eg zQlh~72i{9OMV1La66A4Ja;- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$requestLLMStructured$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession$requestLLMStructured$1.class new file mode 100644 index 0000000000000000000000000000000000000000..802f2018429692208e55cbe4569c624857c53c1e GIT binary patch literal 2276 zcmcIl-ESL35dW?1_!`G0ZYUw8Pzo`{b{bzxX@NQkxVGC~>UxB$x|c^c|Z=G&VgHCps-%+h=mwK z{xnBrQ4d>dBH&FPaPq=_U^qXLVZI&EmK&uiy&y)?(zFz<4nyXo{1@*$tgb%1RZQzp z9|+YnS&({z;Rcs^Q{sHT#CcQVKA#_yI6o2qLwrdp8LTjTlc|nzM}-p#alFWdEM5N3 z|BLCR#c=|D1*i%uy-4H1BdOEZ7;cVZyO6|Nn4LrfZ!^qiPA^RoGq{kz1m0nY8P^Qe zaU8!YDTb+Z!y|+U19*nZr-j6DR;sSo7PUUQ7_MYS+blaOVn|m#zh&=>pzd?2w9S?B zf?lI(dp&erUUvmG!u)@!d4bU+t++3A=u&gcjJir9jgL%`uP{uISz+++B#}YZNORFA z)J_bSM*I3WFfA*Y$B##!bB93*iIpCxb;pA(b@j<$MtY2h}*nY#CQQT9d_^~cEk&JOX}KSKSqgyjSZ zp!sAG$orT`y?o9>k>T9%?6IjE>2%F(jTpiVAzZMwVWJF?$I@`r?6DHn)nLtQaCevc z(qMJl5QfQ`Y$X~9a?h@Xo zqwB;+a31GK_XE;4CcmQqjFX%(`Ef4y8y04+K6!=(;^tVC<^Dwe5I4R(#1}sy_Vf^6 zKJ8iAAR4DP(!!md_u0OcBkwtUMF}x%_Vw@~eZQt<(RE^;m);;l KJ8-b-;KAQR_>h+X literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMSession.class new file mode 100644 index 0000000000000000000000000000000000000000..4e8dfe64e396f5c4a7962f41fada46174dfb4743 GIT binary patch literal 22338 zcmdU12Yj2=wLiy}C0SMyMHxiSQb0)@*+z*8A+b#$I8Ni>jK&#+uw?s-BP>fspBxfs zX-d-prMu9wx=T|=34sif7Sfb1x;Lc*N_SuPqAd@2|MP80pX^NDd-=uIr~BP|?z!ju z&$!D^zI5m@B09gq%XCgMmFUlA`x41MC6iYZJ=vV1KPOa0Ra4naVoApmdDq#wvP&=V z5i^CZPHsyk(#cF;Vs-b`N>AQLl}u;YrAvnL*|v06Rg&Fl#Ya_4=N(U9Yn5cL)t`@P z;qf%ym`mjqt93P#w>6bX+D2lvaI>F%(*m3 zQ)yZNd`=(Zr6|*cg5EEJW|d?H-Ji*Hrfrd_%(iU5lIYa>U#aAiTarCcJq8eCsu{2g zn7&%)7>&^mEw*NRmnSp5X+@27X0!c6gNA)*gYL@bQkgzyNkPMPI|h{#d#QIhd|RjV zjc(hL>2w$TKueHj(d+=tq&i4z4ltruVA^MLmXX@)hLH$REdeECbO6On05Qc~vF(OUu+l{52%_i1IctVr z0>pViTA-upJjiEZm{|B8tyQ)<4N{9vrxkQGPgz2zDM*WTIv0S>g<*6mbhOG2I&C_g zrLg#vs#_8h1JcXrRl?|UCQp8AN`>fLhdGjUFjZ-+BSaNDZ>V0ECDUY!wqBBOcso$g zm}Z(%T+8XxVKaS7-i#DXb76$0&oGFZF3ml*FrC$z&GjX&R`T7sWC{>UW-{4)Qis#3 zY<|^HI^Duljc)X~z_h^8NvY2$>)3Q6YqZ$LG}S@GZTJ&nmcDw?M!Z}~fkGy4Hj$fC zwxkjB6Biq=cK~Rc=u*+&W+)a6Z%C$x6s8M@fqy9xrxhEv5~R!N3bBMMnIc8vwRPsB zq~5JWHE9ikn%nHHB69#?z>mJ5>sA8pY))nYu;v{JDa;-$8Tf5%%NUCo4$cqufc zDtXf`Jav~!8sKY1S>pxBU&d@prc=ELBSv<^G^{_AqDIV!Cb#63Tr`!BUYk^- zJ(7g=`so^`>2@&aNJ}_McL8on`}Q7XP*CS1$j+b7>aM&vsu>PGNJF$ug7&o%cpP!U zc&~e}9RbSIbxes^Dwd2j_H0#p`Ws79$ym{FV)Nh&I+#Wc=9Ix?PGT%_G^XXYr!EC- zv6+{cp^Xz*Q~o$e9Tz@^>()=JfDcF5NM)d*OfsG5$Vk{!Q$4DWZiGNJK^eBcCYehj zEGs#t*-k;5VZ_#^L-f1ojRATCy~$6VOid=@j@?)I=q9Eau;7&`rf&yRn*;7;$q!EiUgNEFOAXyjZ)3V(L|%s{=A(B2IB3nK14c~O-aUj8p*_a?@;Z!n;nt)L7Fr@kG78lpW^yG2$a9mh3{css> zS{sXOqP4y_G!0-b2dyPm>YuT-iaLlaM!`g2vHM_<@|6!(h*UDqgFc!!OPKDrAY&(Idr^~1`rh_J(>8u_9f07j6R+n|H=0s3GK-Ax~Y^EX_Q zL`2Oe)x>)6kXFQTGDSxs4{RD^>Vj1X{tgT~vcgz%iqTOdwqd~Fit9GBeW~4-owmdZ zMjxB!qfa2w0&0|WkUmMTt)|^{Z{<#8%}kfrk~xkZMz&FH!udb|J$(wfU`|ot3y>^0 zVwjb6?4gH*qrFUX47csDHF$5sX*>M)#aIG)glVE=Ypd6;UcatmRr{4)>$}#puUgu^ zG)Vhta)9>H0k|TAB5V!}NV`WR;oh3dUb{N8ESX9V;iBareU6?8&{6t4f_M++Qqg=i zI$LBmpv;bTD_gKq6rHV4rDjL3P35;nEeZMQi-0@q!*-A`>6j^SGZ0$!3w^1Nz5+4k zlxv0*RhFGLf;N1vk=o6#8_CjK2E%mKNX_6gO;j6R>UgcX169WO_T`ESOTK z3EFNL{w94(@bPV?TTe@`Co8fb4a)LQ1${3_8|e~x`T-JJmsH0^r6Kwu6528%H`Z9@ zGcB=4Zm8AH24eu1mSd^w2PLPLfUa!MBN7uCw2x&i}9}90k!L;_LA^I^ERgn4^ zRovGA=Al(R{VYtC^c>Szu@1e9UcEo2^DR7j4_i*sJQ$~r?mv>uR4PNhN2+}`vP5l#^dOnOP%5y>L5s_5T zf0$}*rb}6J_?u@m1U$d zsl%l~_OZW)`WPD`uB+Q_qVaJJLN{`nRhWtfc@(Dp9OThV&FeGb7$hq|D$t`u%^X3f zM6cqjkR$XYWmN*}5Ggf^m91#6vIR4zUO$JBgxIrJW5HIR#KH;pB=gIRrD+b!dSkL* zd^3v0BjHKSC$U+@^nPckFsPj3Wolz)y}2~LI%AU2x4q=d<9R}W$MM85UdCoZK}<6z z>kg7eQ4q}{VeFOF7KF9}OEjF_LZ*Iq$hv9Kw!IS#f;@$%ig``LfTkm;97o^B5-WK| zn7n)@7C47rFDm1n5SNU77D0%}3&F;6;p;|XcI26ZLsv#B&a`VJvaRtrw$-fE+;!pL zN72HSXV{Cnlg4eWn zSg{IHX2HzWV1u0CxdA?#u|4x5y(CgShbds=zhH{wjL$({pk+;b9x_j(zN}DV-A-Gn zSYwOba0UgdCd0$kP3=tEPljZv1xSW&bF9yj%dJXHEg7Lx7EEunS#zrDn62Z~h$zUd ze7@*VmhfeBNtBW4Gd2z$c*S`2}i!sD#GS`Py7^Fa2R%OwNrZQ2PeMR%ApyV5(=H_&Bv_xEfUJ>99x-Q6zxLJ_7 z5({BQEli8;RdUsusFs=4082${m8W2_d0HtePP-2Bt92i@mTC71s(W}xcUnd@#U2$h zzM-Bx7W#S{FWT6-V&j4(OxM{XF^owyYbEUZOOyFzONRyVQ{$kRe$=|IxfI2VkC~;` zb?e}xPlhju+|Y^c^6fS6VWfeo+P;O}ec8>6y5S`6L>AM7_K;5|V!UFi3-TqrNi6tM z**i7?gLUg-h*h$(LZheS2QPMloi;Sk7l0Js4~5sF*tMWqQU2uR%bsRQ7yh zQFr#@=0Ul5ka)>7;Qm#>g^`+LAsUMsQM|6pigf!`wP5En@0B^(h9D2OHz2*!(=? zIKo?u%${^gJA90jMj2=d=}=}#hn5?wv9_&Ap#54LOX*nEwQk9(wstH%6?--d<0DaO z3GxoUu9~;=_4?7BSFKq$KO5xNVyha3Hw1Y-ZxCO)6Q`Zrj23GOU0btQ0l(ZCm^2^|)&9e%CYPG#C>9(QlIPRJMe)>9opPDq_M^IIiI z++t4@9dnwtt=UwMXk2&!&m~@&>kl(3Kdfvr!_ympU_$NK5 zW4sd$_!SK{$nVvT+wiT}N7Rlj;*^F=Xyvf{8QR8TtYjX zs&XB6D|A`on1d};1Nu0Fm>f{$8i&4b8?&q9enyb*<_`q;F8(0$W<#>FW$fb*gSZJ? zeG?gR=cCp95&jqs7G{m=J?o?UoJ>7PnjOzMw_v_>m%%6C)0G@aOpp0e*sU#HkkY z5s#okJVglf^Oya!Mi-%$%9cvdi9A1l75-;)*?wC~v-idD3S-R%*!4`}2ul)W6$9HU zaf+@&ezE+*fjaI-`Sz52gDb7*oyV2QBRh}o;y}fu3hU>{PVG@XLQ(4x6&x?5x_>Mx z)Zo*DPx)?;@cVUA{z~H$?@jVX9gQ}s`Mpm1QtQZ0|AI+Jb~btE^3@erRa|tQ-xKzR zDr+m|dcwg_Rjohl30KVZ&Gn+xkJ4&<2Jl&f&mcZW9sP*c;~yOwv%()b3*TeQJu9Y# zW=hQ_qeW8z9lVc+W*Ky6&-Iq6b#&K-pj;8ETM-M*0kzp9)*Bs)OTFbsZ_``WuNWO_ zC@Ps4YBXq_jZdFdHvyjYH={#m*9O8B{!00oJJ+f)57e59sMUtfLCO54fWIPiZmnk$ z&#kfQFIX`?be=s*tGs^2($K=%(cwT?lkD=Axy^GIo$2u(*%@kqpj!1NC_cZ*53-BV z!3EmWg?KW_d;Cj67pEJXXQ1Ku z(1f)!oH#0~RjbvS6pDa~hO46YQ?>V#LsQn)hNgkP>F9nmdKj(qH7yjy$Y+GkJbEKn zEblnF+q*&x4I9%Dhv^nviiNFCH0`(e1#Grt{jThJM64RQr4-_J^nC?m3k?@K>_ihD z*;s(amXyhcRk7qSq#mWPUhP;sG$)1_2(NQtxF}{Li_$YK)L&#VTpDUij}SX91EZ}y z{Xdqr&bz>9T%)&X#AF=XR}-zwuHXbNGXxS!?&6%?55D6j5(+|O zS9S;|e3mNRLw(jNBxG5I+dFc}>rmIqC2In11OpdqHzfn{uBiF6EKnbv7j>;{j_X*| zYTSPUv8L!2oDTx`0k_;?8Qxu-55zkI^Uj*r(6n%2^E^B?H8(9>6o|J6kRf!X`Z7t` ziNTW3+98}+9#A?m+fr%@r<<187xF~4Feot=oMBouG|;W&*2xJdIY6Gp;inDBTuQzh zg`;q_s;7Tta?to5E2gc@DCBleK_|hEOh(CR`IAgh1G?y!rKF$nZhC-&F(_|v;W>oM zzs?3r&)%d^k<_Z)6J<{B;V; z{c3#w559X*XB|Gna#Omb40laS%5ZPAqzrdJi^?kG`X}htgAe4#==TMDdxEOaBT;Ak z0EOc9`)GVTQnimJ#Sc^MrpEXoI-BSK&D%%kY9$RQX*NpE*GeKD6kTK#wZ}dCsN*5f ztKk2}?=#7d-_tSfC{|(5pdHoBM`zBXu8B8)S~I1Xe>B7H@=rHt8Cg&R~@15VxkKjM8~>t$8zKr ze+)tt=p=f+5cTLp`-+LSyAajzM@qraS#A}%aNI7$t90W1#l*W@h&#bN9_mg5kixN3 zF&+08DQ2^SP?dp)@iaggqj58^AZYN$Cl?@1SF7H7qF%#7lb5nUK8#xq!y9zA07*h8 z0$p_6LE|f1!@17Gl;2dppSB;M>mL^oSMp2pn|P9jW*`k;w~~)%0L@!rMO$eSr8JJE zPq~}>8hWh;s))rqZflW88~7%W68uiC55N8(y}2R$7W_v4lOCnFGu1cjr}q@fHArcV zcvNp@4QR4v3WDRwFael{VE{XwisYB^epCgx5pSaZ9xoSK3~mN78W~S*TzbB}*&}uW zYu-ph2lYx1H+v4!!Dg@4;9k(V06+3iBsc*-^CGD57~~KEQFyTX z_S2C~5$`=TD&pOvy^DB`P~SoN!XAN0_)7v1wA1m?K;GFeQUDz8ei?rP!RMn2A9eev z&qrVNkq5>24OK0}ht~p9D=zO|j(fh>;PZNX-bi^(wBiac2TXNWC{N<{up5FW(-q!A znn3Y~2iDM+A=)ZhL>=@bJp_5_LcZtNgv|6c`nrLKv!P?%vg!}gcSQGWAzPx7>6^V; z=SJ+JZfoUX$pR(YCkv8G+c0%P$JMA4{-hghUh^U zsi8k=VPhKT{0UDo#5(%35oqcP2J>BT{ug(F{QZ;&1eYxgfpmj8@dZn#FL4d zJz`Z6kKuVy_o@0re3p)nc%z5|9!kT6<&hgSLzI~T}H#8N9Lr_f( z`+2@?6neCK!omRo+$N+07>nL{pkOQwP|LZl;O2$)P)cK`xSC_Jb~zJku)YEc5jzWO zY8QQq4htczhZHy;xDZj3-f`F(Mz|Qna*EDX5f|9pmxB00WQrvq<`#EFARwW#=DXxH zsWF;6z@r4YS=MNDceP3aW@G)PFOq*FUftR7D7Om`&A2d4q8oBwEgtl1!JwNeeRQ`L z9r`r@>xTUd=sye3_A^ZqaeNCw9ui!|RA*T-nZ@RCW)-M*NvN8aF;X1O=$4?B7~S-U z=L?91+_7mKUwnW&AD`+$tgPZr3HZE9N0THtP*%vNv7_Vary#W29VuP5tcOJkuPKqR z9T((e;Ydh1qO&KH2puVZ1e<>v87aID%;SWCfs{3ngvbI$G^G)doHyG8kVqla&A=Am z%lL8)ECId(&O#6z;41+j(SmMFMttRsCBvH_b34hj3mo$_J%=L_h0N+L=rIAotg9C|0de+Zu+rsp+v zu0^m;(i{Wicrw%=Pr4f9NmoM-`L>vaDDFPZ1Uz&uCKi$e`KT3rND}1LlOVndW}$N4 zFpFNak|c6o#A}(wHZh9{RaIgap7SSE`S1|f%dgqbuUn-fWrEbbZUO}woT_q?hiM2RYVVF`D;}bVEy-4}G zo6=N|i2pX*t~B4nelS~2Ar3fv<=1Ot*Z`bjv!X7xrLXr^C#wi*Yi#$=l zBz8X28s|)Hbmr2`d(h&2)}(Ph>WZOx3nJ!n%aSB4EbZ3dkQCY`-}-w}SGn3%}ZM|VO)cR2`7FbT>Qfa+P8&uk;(j_W2sdSD?Ju3C8)S}W>l~O9TskBT;QCg(| zl`<*~YF}?q>AfodM5S9*`nXD8Q|ap}{Y9l0RraX#lFIce&ryqsOy$c}zCvU5N|o2Eyg}s~RepoYZ&&%}D!)(VU#R>`m4BuAX<0)1 zCw`vSM*gn~2|7!Gq&V<21rzOVI)AS7TT&edo{fnN3KV}}Qf9EJYTOmg1 Jg+2Qz@IR?PXMz9# literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLM$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLM$1.class new file mode 100644 index 0000000000000000000000000000000000000000..706360686a50705a9680f7def40b2b0a02588b18 GIT binary patch literal 1809 zcmcIkTTfF#5dNmrR!UVsMNzy`6$?QBP7Y5rYrJho!7#;dGClJ*V-}Xa9(= zns`ZkFh2XEj593?2$7_T4?Fwq%siH6zW$%f=PP2{+m{Th8ME4t64iKEmM8&hL{)4-V&$Mn54f{t5Tm_P#kO zLRX<0a+hjpSHj7iq9N=twh^xCxx~HHc8PFysIsCO$_tdOd5;!XbTuvyZ)Fh*l`yJ# zD>`0`l(EiJ)`oHOn>g=b5(H{7(A@ch|56KM(PXVmq+Js5N9f(^Dvv=Fs@~usfRqpt!b#Dp0G>Fh*G3R`YI-JI((+JYRR!}ZGV;(*g%CRDOwFn|i5MS! zlJMlJYu`4EGc2B7FA!JnZ|P$dsk-K&w@EGUTdSj)Ksg>RgnhHN8idYRnQhA-VJB> zSbgLtwE|kH4;9b+D8!5nG$n>emU!6NZ+B*AX6N?o`9J>xSi(BtCuO2t=h~5KYa4vj za;fg)$ZPM7v(ZYtBD_Z9_AjXky4k<3r20Xoy39a=8d1u+ESeE9zVp zjMYBc>2@MxgHEkVqE%=4HdBEO#GSpQh!H}qamcGRy_L0Z>!7w(P;~;`BTNr=ueKYQ zpNs&MF)+M5FUzY#m>TRnGh2jf%G4wzwSGuy5|Tcyy$nfhuuVc?(O46f3BS%Yh7D|e zKos_et3JO$c=Z1CFJ2nj^|#hUeYxj#A>22v>aEmmXao%Im|P{QDeJqS2r`ir|mZ3{9I#4bybuo+m7yR z?dVph&mX)ZR2nXAM>{%frOH?zDQjKmwUUp1$dW{DC7Qcq_FZBwh$KrDQth*Zn`QE# zsWN6!kyw9DIKpam!W|Nq@df7Oc7Eg`j}gM@gKfLNV2ileYpUVqOc6E0Z-dJ{@WAnr zjGZ;@TdCO#E(75a=#lv zT;KUsx2+|luBDOB z5&A!|a%`{2(;Tk}O!B_OXo+|E@L2W26P&1C{2QPA$w$I6(=&Y*PT^BNu~1JH_0SAX z^V1uQbNG-Ie%6x~mACkn7?}~3=d0Dns7_vZ_ymGZQ1vM;{e>%kut49)RA2bDkr`ZN zzX{*5M1l9Sysz*oa+Yw8K^`}mmiQ!AfRk8dnwQjLjZqFo_5t{w(GkW4&*Xzmu6m53 ow8@+?A!Q*)J&xhH$2h)ZufN*FNQ|#zd=ujuzKwAm^%#pU08--{f&c&j literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$3.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMForceOneTool$3.class new file mode 100644 index 0000000000000000000000000000000000000000..3fe23f42ec8844586de982079cafc3634cc51ab4 GIT binary patch literal 1890 zcmcIkTW?cG5dOw7HgOCjX$hndpp6TO0iU$A<>Dle1|p7Rpx`Kdi2AT`7PHCmESKOVt8$TeKz;6ysybuSHZ-P@EcIb$zulRgnVsA3f4q4MU)9pmY2Ax`!M61s7ZKeVnh&#`dB1QaDE(KnJz0f~phfDPelBd$rxb z{A2{6JqCuC=Vf_y2vdWdXJ(6VLz$X{q}C5fO+wPgwRa(@4Yo-rEE;RVGU120#;}2{ z4~WA4aMkBG2*3V+`WLSb?fM66qQ2box)7cjUs)jB8rnp?jE`}06gf;0X6Fu%RT&dF zT|yqyguK`%G>5kS;SUnVDlNyAtfiz07Y_4`aLm}Q+ttm?Ki77faB;4&qq-_elx;_k zwsv$Y)aMUg5h@Lrwxb;#wo+xRkCe48^jgVB53?juTZ!iGnEfv?7etb!3aR#4!p$;y z&{P?-s7S0oCmdn5I^hn9%eaI&xt$-`<1s=wcd%{u7i7JC&-A=E3=%SUI*< zr>lwbJd_A0?%7u2ys0dq8^&TIevPZaSk7` z!t*_8QF)JFiIEvmd9hl3f$HSty_XPlimJci>MMNtGYj;MO!bBTHZp^2>^I>KOB8tj zl=l^0Ma~jFW01$UOiO$cE5K>2GR;fsahFjJMfL%>&*%u_f@gAclWQHLC~Y!lOh{SC gF^}Uo;W3V{*z2!1F%sjO7}sOmz|9!9P>-?rC)K4FY5)KL literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMMultiple$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMMultiple$1.class new file mode 100644 index 0000000000000000000000000000000000000000..24c6a9a0ecb7a4ac55a64e99a6298e78d5165ce8 GIT binary patch literal 1841 zcmcIkNpDk05dO+BHgOCjVGU&1VjwZ#7nWgjl9>=dJjnq>P&h;!I!+_MZqAE_kvDyXe zt!7}X*NIh8un=3mO_gWmVRJLeV}MYpZS(4uUQHW|+N(9?Rh2+b31huot894YM*{%8 zVqkbVUY1vrFxu@nGwOtE%2Xs2l};!s5{eG4d<{jVw>?5`##rO$2u~(!{RXt!BLZ7P zRh?QUy#9UqXU_NSde2&@&b2+x`DezJrU^ItR$nb*ANCI-g9C(#$?fA*#0U-*ki{4w zEA|QZ`?lWubA+K%J?84wQpSYi+j&LUWo#?n&`YV?)OL+|izG|s679HOxevNc6)}O5 z#Q79q2dmW)cScym8BEIU)WAy~8-%0Xt-7^P^ElUTrvBzi9u>mn?UUTg``wr>AixDe zp0n2Z=E%3iY?&RIW{ZadGD1iQe~LB)@FdE-FoL*ZvkUQ>mO#aI6)mg8NT44HAq*~= zhE+aI7$13<@-%%1;0L7csxxervLnwp2<4`Rj8TAeIJ%JHxv?7400QS6MB znfEN_aw#muX;RmBjF=z$s&u)_Af`D}S^3H^B%Q$Uu(S`~KoZF`!)pYiyw5V4-z<^i{RHpxyz-nRoMe#2O{N7t zi4ous7MNxw^K4q&$>TQfcNy(qoO4Weu5c-15QP=y3<)U;+2ybsdmM&wnVtS~1p^_j Rgt!{w8m@=9foh1E{{Th*1=aun literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMOnlyCallingTools$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMOnlyCallingTools$1.class new file mode 100644 index 0000000000000000000000000000000000000000..70f4a9b04a2af307736d406acbcafdd8643c3a83 GIT binary patch literal 1873 zcmcIk-*Zz%6#h;c5}F2Rs{)0JU?a2va*LuOX{$BBcxQq*6v{)#hi$rsZEkk)?!6g( z<4@8Vkr^KxpZ%j8zfDl9E$vKZeAu(!J?GqW&YoYt|MAPO09J8N@K~9s=Ug{ZU2QWT zbzG`PIP%(i<7~7ZuLoJXeg8>nGQBZk*HZm$u6c!Gc`^Y=kHGMF9?R1goO}HPsL&DIQl=47(-@_u5mGb4jaR8@9PC$6S~1pSYl5#A z+v6sl&h@D$(xg8x6I13%JP)>{KK4^uCHS|Fy2tS{!f8ez5hzTQmN`|F3EqXRby*)+Deq? z@)4Z6YdeYaT)B+Y&%H9bxz8b%S*c=p$}~bbf$8ZmM&uwAlC;1x zgIV6IM60~RgQx0OU*Jsr+Dn}Kk)MJ!(u*Sz&SRcmR2rI+A$l7Z`0J;{1-wCn?+mqr z$vgZjIGGP7FW2iop+0-{`3nServ4kQ|BUy4pnT-x^hoz_AM^NtVGBN^Mv3<&-s?PN z776bX6!AG}gc|L7`M@kvGOPOS`thE literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructured$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$requestLLMStructured$1.class new file mode 100644 index 0000000000000000000000000000000000000000..2bb1d527d77e9b3fe90958801ba0507889b77659 GIT binary patch literal 2256 zcmcIl-ESL35dW?1_!`G0ZYUw4r4(X{?KHlYk5b|!klJp0trMqlK7=AbYiDscKJSIQ zy{O`;e+`eQl_*qwKs@tDRh_k+4{DbPOFZn{-0bYk&dhIS|9<)6PXLS9VyJRyw>+an~+-iliae0g$QGoqQjHDINQncC(7Y8L_?$&nY z-u8`UQfV;U^lU1@>y_y1ecR>W`U!Q}eXZB(1nFg3zUQndoeEPOkZIbA+y4z?r@UGAZw(# z=wlj4443-b{Ulf|%yk-SxQS)KX88FS>ia%rS=+(k^sj_-LrwrNtKxqv6R0G)vZ0Cr*uPuDeFxeEkSY5AfZaAyuA8MPmweo7I zTw*w%8Bo_GZs5xVzQ9d_M$gfDr#2Sm8P3$bM{|+@)&YIrn9d&Jt$T!;WC4o_6hMQ> zBG7hgoO=D71sZtg4$qz#u95ZuO;1D&VTMqhS<5g{hR7pnIBMfqk@9M=<2AUu#eHe8 zw_ymwXiYX1H!lnYRMWiCTH*V>y$kChy&7%dr~?^DQeQsCFaiAa-8Js>wx9>+A8JWQ zDd87g9?(o?7%!`a>jhGoN8+JJ9hIngq2Ca@&*)a4Ln>~B#sh_xf6c-J=;iJfF5-RqBc+Zh*5NMU13J1& zd<5rlj&wgHZDaC#x`1(#GbTUD<$lBL#MQ^oFiYGNi?ZBb$p4PdzI~3benITXbA0`z zW2H(oPEVnQTOIF{T`Nc4bNGe=Vp!|y;UoG!pk+}xF+MfbU&2 ziVc!Pa0Z+7y-Qpi7Oa2-qdPPY=ZoOHGm=eZ zyo(w(RXsU!$~kRKv>vaAvs&%m!&G}!@2N|v`XN&;sOvt>8a_+a-hHF$`_`AP7a#=g zt~^+-9mtN15^0*z{oMoA@YS_i%lbr{0A(|;jdIaJryXhIRcd4sZCFEXCOyI9_F+;L z;1mDTl>$ZuDuaMF)o#|jr@Y*gUJ^xoFED$2w3U|Uc`^csKPhM~$7Q(M0vArm1uYr^ zx1_FwG*^0Qu7ouA| z{%6&-?$h&rU%S#Zf#sobsztnwbK}V29fA3U!3is38nY7^!+C+xfG_Z9X!HS53QU$7 zmc5`tQwUrd^gMyn+H`D7)iZaf%$~sIh5lAt>{khtYBp^~2g>iJQX3aZW32Bsql>=I zl0@z%ip?^Al9~0vl2-Xtxh!GtO!q?-QNo8I;g;gaxW)Z^lG+kh9NO1@5f}ch%>l8fou3!pujr!@^SX1 zrz7(x*Y0q@AQy-Tgwcyu5Jm)YKk6XykB@HHJry!)8#39JsSXu+5QxBdT{n#kvzSxq z+l+&>tzy&BPV;#ERV7*Gf1iFMQ`uIW!LOMWV`Eghkx0imC2(fTG!pBy33GGb@?TBV zZI(9F9Ub6jUpU?F17!R;_6kFpLZ~}1H5D3;8ib0I=D4QuCixnrRq_zTSw7yoIy0eV^9Bd$DZ+g>bbYWunn%jb!-t!w30P2wII6WPMqEQr81U8J-(#}cKb4c3~CKxrpq zEuvt~XueH^V}P*nEXtyXP^xV4>Xuwi>I>3|72!mgKu-xHo!u*~JC;X1010LkFUw2w zY7mAyJI}%z;fhctACgi#Bqbk`HedQ4l2T_(LS{;7*vxK=CK;BFE{VmXrB9b^AeGtO(WRwkA zDsQ`F)P;t)T*&U^~H*x=!owl{f;UwM#GZ}LR3_!h;X zQ!n4ab9;-QappbFy<&MAW4NvR6Jr$T*=@oN*2wUFl=oR)Sxyp;F_Xqkra3-&5MUqX zn5KQ^8QQy(#ckg2Ft?5QjAgQYiAx#1$Stv?&y&0-J1lmh-(mn4*y)Q)=m~Kt#N`lI Ma5cm=ltWB?1C%=qk^lez literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$$inlined$toParallelToolCalls$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..d8a5e72951c863ea48d43489226e0a50a2fe841e GIT binary patch literal 4148 zcmcgv-E$k&7609pgk!T3X8+t#-}s z$}t};2KoVQr!PG7+Uf8VI!!`hhI;w{41ZBO(}Di3cICMCW*jnr?Y;Nx-gAHVeBE=7 zzxw)<&j37$KM6E-Q)@U*UDNA^?R#3)agBi1Jj3%$$JVBc({im;n!o6pzEKH2XMN|a z?&_9hSc{Hh&5-i4S<|*m+o(k@7P18uLg3$}hU1e>p5?TB@_X8q^`>UpzTw)srBzzq znqk*UdULs^PjO1b#SSd0< zwy=DKBJi8Q=(o{aMO@%mxZ^h3tLPGFL}}Lc=XdWz72N`TroHYojL=U4kL32MJG}Q( z3Q6<|BrJW|umnU=AXdsw2=wpe73i8WY06UqujKC7b(4{tKAq}m(zVlW-P_NVlfxGT zda_;^4FdT{(5T3vhZ9+yX9#2?H|>%ng&*Ob9w_*63isl$qz1V)SL_7SZK91Lrf>*H zlStq`fw;eF@<=E0$nPl*vIQ#Jo2@#{HOr7UKp?Z9)B?kMLi(rS^Jy{=moU-ymKjjFLG zqfo`1fL3KO%J@!Z$YmyP8bg_7V}*4sGZf^lq0Cj&U(IYgr5k582nz z3LNT~f8Ox*n(pf~uF_nOu~}5)Amjj6?uH~{T--1vb&XVwddzKY9!_p;CY7|(o(7bp z58;Hp%7l0@*-cs*5P4-HmOs#+?C-A%Hp+%~T}IjU3XFFQyW=wbU(0*i zSZ>vKSY50L3`RHJ;|-<~VM)7xLBiz2;xAZ$MUxNxNd?AbPe0xk+8gJgMnI2;J^gqz z^zGVq)`1zP#tYqFa+q5$=&q?RTgIXsn5~(DtBrYmEqp&%VoP6cHJ1%H{L)h~>$dK< zD{ZQ1+lD)1=^kZad7ibamg6zoQu|e>#xz@TT5i>tGbQ%mxfYx3rg6daOdd9E+Ya-+ z{0{&HMtnj>1>!UX3qFumWSQoimW@?=W?RKo$;b4>@g2U+Bi7z?C_i!?1NqVGIFe6{ z-NgMLaZ%tm9PvwzUDYIL@QGxc0%v7@E)j9m5~; zg+G4`ruM%3NI%c#t&xwRk*BbQ6Xmg!agqakj^wxSll)-(ItqCX!#6N_Y4k4`7(JP| zIGDH=Za5j2yGI7&m)q<@awo|B4?GovtPA+{gGihR-p9FPO$YN1gNAod1k3@jhp1 zxC}Waa6fHaCPhPpCd{FM1^Pz%fhmxN2t1K!8~W&{P%d@!AH9hS1(ba?Z_!{SGDpV|nKk$o!*V^IKB(*}6`VwMAtQKJwaRrScEHsO-;VdyR zU=6P%J%8Gd?XTec!6iZ&Z3VabXh*0St);&5yhd!6GdbTTiJr-Lg-OlsOkl7bljNry4cYnYIIT+H;BCwDgLJ^C8Zio!eF&@3uL| zVPd!#Wlrz@;c%gYX>?vN(DLo{NZ^fSuddLF0$^&v;>If21T5I3m#PSZmS| z5Cwr)F?&HE{j?7SdM0ew_9q4AbB9+URA6VQcP7L5(277`R)rB2$R8d$iRW;l4+fqW z$mR+M@07%G3?$HvQvzN7x~&B2k=q?6fRSajf6Xxqk7UbUebbS;5Ck#@=`7H1yIbCd z3=2`pM4Jq(^lm#nE z#ao&r(lO>OJX^g9w;4rz_#J3A_TPWaztS zHr7FWmDQr@S>UxcGX8AcYIP{xgn{ez;Z+qA5_e3-|WeS0@Y`SoybpiyuKImL|e7%BygUF zI{fJbOYB-F{Ch2pV~GdEmgO{Qbx+Ib0&hlV>@Lr>ckM(+nNMh0^lW!ZZ`GzioNo?4C&_ zDJtlXizDn|BGtK$6%EJGm{Gj2Ptz1fO(1vJMRC}Sev8)yjy>pqxuVFG|*O!azELUN5e0a(P-4j zZi$+&v`>^hV$(LPA*&8MdGl&;fFG){{Sj$?+N-cO(nXKQ$cojltu;q3>wz`O)26&J zZ*7M6$BO*?S!mYRWFvgiSF&ra(|8AScQl9 z#EtwPF!)=&26(x33C0t{4{@IF%x#R#Kg7$A@XAfzo*WSmFtLsJL%e?P5oT_t=N_Q& z7cPn6J&s*4UO0#MDWxgL@Hgb}cPjr6T&CPsHHQJbfvZ%DN`y*hs9uo{&_z#`$vmm&P?R8e~( zl^-6tkDJ>tevh~B!`h9T>folZM#Z&fQz!?XZQIVux{13(B=*0j4 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..56c1aed6aef69f852f0f250b510d84082351677f GIT binary patch literal 4340 zcmcgvYj+z*8GdFZS+*=Eikg-<&{Pz)R^-dd;g-f~g6m78R+e4MNg51yBrcwqobBJkyr0zP8!WP1}=A+pzR%%iWOna@lAsEgNGU zYDKcrvTGj2y83jmI#&$NxAwDJv7DRwG=~X?I@CO;SsX5h86)jYv+39knxI#W6{)n% z&P%stdBuf=_G0WJ|2kUi(|N+NseH>&3Xy$a)D_$G6#bg9Y3P<=*Y(+@HLAcpfuT=h zc^pxJGr=2=us)71fv%!Sp%(?-%00G`W1*BD&3AR>gz;wGJ<8~@vsVQkJibhN)MvZT zvB6Hqd5`vPSn&L;e8Nm*IF$B1SvQEfKt9wZVHq-(L@$y((9kCk%Nq2RKsNOC10GG{ zI8y4x6MP|8I>K(Mm_#?8N+5=l0#R?(q@ejwLI0C81bVYIr?Fv4mCOQ}qZAY9Gwn@h zT?Vx(@M7+8%AY;FB`^}g`=RomluNDpjP#6U!!uYkVnv`o9A`$>J)T<;0@g=dnEcT} zf)ES%MihjNv>|LnL0Ee|5sI<`qjtAn~ z;G~3%3LNuRo6gNyd)hFqR#OT*9TpB|(--lj1kT~h0+DjIAdo&Bq9neG^GeuD0xz_M z9RaR!Fiah!dPEJ!@v=ZJtc=4dERIV8ak(XHEsxf`84fZBiYp|s_G9!|sJqAUN&;WQ z1j|b{Os3Oxi07V&^Ax6gQN*h(t{`NpH^fmA=q^>N3*(iEDb`Vkx8FFDcpc>)yoMQp z=k{7iiCwI2SXIyPijRVP1RjFGKpr)F@92Nu;S%o!O)kg&e0u_(Q0_H$GtF*A_#nhhi?fw_Xb#|&+ zQ_=*1g(q_I;lg_;z5*+so^3JDPSA>oEo&<|+nf1PDSS>oIs~tLl#oS|h{s{fUGGE}s z$K?M1zB+}L=_0O|=kx$z=CvZM2?guk4%nM1>v8vd;B~T3Qt6}IA za*<)~2X`5P6P_gf?uMYIU2dWtwzpXZvJgXFH*#G=Dm! zCA9W0wX=O%D~RV4-8@9>{q0iLB!{AB0qQs$MQpWkj}@3 z@8Rh`@=)N{9P@1gJcG~h2{;i5P%Fh+^Y>1npRC$K6Fgy|@qLOAIf{&t=GJ`-U5MuY zjKYVC4YvJJDGAboy$jeJypOMtCuVO8Lap`)t-ut7R2V8ltR=Bq`bnn)O)G?;Lu&H??9t}?xJy!Z)%rs3O4m8 zA~5pKKE7sZoP0NUqSES8z_%|y$Vd)R)4OOMWZJjOw2w@c1AsmwLA z;R|Zd@A1C%i>@C0j*n5ET7h8^{GK}+&Ar8WjjPWwD9^gwcy19|2^s$5^NT!uUJYMR zL)N8?7hJrE7Da9@B2vQ561GZs8{aA6yLhLB@8SE4{4&4~u)T;b7e93IBNsn*@ve(& HE`IVK#{$|C literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$1.class new file mode 100644 index 0000000000000000000000000000000000000000..b045b1389bf3e2159b3cd453647f626b2dad50d4 GIT binary patch literal 4280 zcmd5kziU@4tWfKtumSx8ihh<^cBEdK|5y%%TJ0TdB9m{Qb?9q%- zkDRbqFZcWPk>U^V6evhiP{sO%EsB4_pP=|!8Yy->t~lA3EtPuC^yS?8obR0Z>6dT6 z2k;m^6_~VabJg?8rd5`%ugsEHl?~cdQYqVW&5`_wUMmzPE>vw_78}!P-ud?Py9kc?eTd5_` zZM*Bl0mM_OHm*kpGaRYe)v&8b4^1W1Vm9?cJds7Q?iAj>` zZRB=u>XPj*r&_q$iKlOhucD6rasW~jF+7Dy+G8;|2yT1vrht*w!X4&uN2w~QqrhxP z2seGxQbw6u>uk$6Tg&XW4FXHI&o-AO*55*OuDL$P;>g;dufHqCEMkplR@Gg!Ht;Ny zecf_uw7R3=bb)8XBldRVaA$rCe3tn?XN#&HjRqtCNkMAnA%a7y6OuuH#@96`?%s?I!~*X&jWa-pFd)}@8C zCjtkX8gD6Tk;;0M-EKq=LJuI^uWBMn%`e-Uxn#3F|y^?yLN9*ND3 zp8d&KvNPG1jGT*}jGPq5W1X8DiRfXGjht-bi%7KB>5fw!38N=+uKiq0GpB?0EeJXlMuag8TxQ^Pfy`bH8F-W6(eNC*(xP2sX?F?@NI;h#t z014<;gU^KShPn0*S0bp?_Ypoxzss4^JfY9Tv;E&-f3|(#8V-KRcY*gfrW$KV;x4{% zSHMeChj2G}G`PlaP(uSxX`Y``hUS^Sj@}E|uhIX7J_|h3c+|&3{ns(XwTCzH$i#I# z_8rb#(caScyw!nlreSH8nj7n6l+nEDToMDaeyHbm|{jt@vBNk{Pmjr}i;_>sN9 z4=t55RAm~^P(3OUD4)VH%+Mjk3J?VY^9$tC#$7#i6(S84uHnMu3A*Fq6Pvhrg{xbg z(bIB951y;@HYN?%($o3Ch#fzJWdpr%*h+|0DQ#k8ADwedhVnLb42+VLUZddNn*2{=L*HlA_PSj*$3JgQK6_^9Qvj!X0Ws=#HuJdaL=zbgDq;qMCnQ23|9zZ9NPnEn-GFyk=* literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2$1.class new file mode 100644 index 0000000000000000000000000000000000000000..23b2e1b27352a75f8f7efb98cb9525167a4623bf GIT binary patch literal 4340 zcmcgvYgZe`8GdFZArQir6(==r+}yX?w0-bDFZf)?Mkkreo`4r7?9@E>B-=nx3q-x3iuzYcvhZ zlGeQASmRu|*|XU*aR`Bbm)9K6GHu1qX?dnCU43<%;)t0+1?WMBOSX?qj zJJgC~xn;Qyi>p+DdjdnB z$MQI$0;hsE9%6kQT>@Q2lR_^Dyqqo=P3+<$bL^r+8v zk7I+Kj`JSw-LT;KS^1cm$Z#m_d$Mj2b%A`SOTsc_G>Kj$d!V6DAeJ@gD}ik2>-#*K z#8ITwi^upvu5^gqR56KeJdr>Q#|5I^ib+9pp@RM=X9)CWYffX`k}8=6GKVQ9&}Z5k z&YBErRp9yD!IVFJa7$n$g!cpGKOq-e^=auDONM8#XvDHWe>l#Jta&`QA_S~YxG?#n zg9I%Q4gP9AgpDW&8)-w>h=Q>8dL)3bk#N=zgD`>92aA}{)iiC_thst=XZea3$AG|7 zb?J@I%*|Y$FI6V5S1(s*Co2<^69UI`A^u6?H1Y}LFv!fZj74eDj#3iC7*T1X3mgr^ zx4}sXIU{hyTWLBsX6z}$v|3Fm@MKsxm`z{B*Ah63uM0%V*@8g&V2G0VCeA5gF9 z7Ip}@#=$Ukkm?~d9LI|Sxv(-0tFSmO3dH56thGE^^IAB_>?^L2#M+C|qoM8|!^;W0 zgmIRaY?w@^sSwXS7UxM!^`eMxvABYesooGrNuaw_sm_m8#wS@v9o~N9Na7Wgd+=>c z3p}&iLQ3pnb;GK9h9@UCYjRzcX&f^GdX2p`<2jjuCc9Qc4rCVPGIKmL(5}yc%nj39 z$?OEB8?Ww5j;c!CdH^-m1ZFWWkjN^m$*MjoFc7GCNER>$;#sAIMK7jym2daIIIgi% z)tZtf2+Tj0lMfc&1MwAD{`_oU%kN?ihN|+;@}x0pQv#{W!kQ`nIK9 z8n+DBos;IWS@SOnth<~-^&h}U;5rr+zV{?pY)h>74Z~{DIbH402`uCu(esDsAC~z7 z?>{2<|M%4?v`iQ9UFD_KBu?UsYDHYs)`@)D`dNW z2`!yji5IL_HP19Jk% z*zjFE`Bxqa{GMaJO@OEH1wH}C0s(5JSZn^?3G|ayTWEqOEHu7P5h6#CG1A<;hoSS) z{0At!uh?MAAC;0IE!ew&jlp~P21(9uqc}ZO;pzx~>HIb>3TP|py}{w@KA}*AF%o`=OA+{_y(INXuKo>`TlX=0Ej@P^m;X+Y5&VJU3+Vb3 zSem=LmOcnnL11R-GZoxZ_fWeJ?OMkbLw6x7!wlB>VLIg& zDcVs|+?5`kD4oKx&r|KG*l0m)zDFrUtw74ld`rET$`20R!P+)7`sWTB`}wAJ_@-b} ze*rgLnBD<*5}I7QuVm(P-{X&Z}H~i9vbV<;F7$&`QYgA75VJ;j?P^ ziW;&mWjyENd9)~UV*!y8Zj`WD!W;Nu2|vP{CHxpaS>Treeu}LHbh-GMi?>|-+{N22 JuDbZee*m5C+cy9J literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCalls$2.class new file mode 100644 index 0000000000000000000000000000000000000000..7c56000c4a5d9c74489d03a43e2c3dc1e451870c GIT binary patch literal 7465 zcmeHLiGLhb9sj<~G09}prlCMnu&i{Y={CtW>1mP{LYmm6XhbJY{8dZydLE+cqpS-jV2#Ydt;N_hb!6 zPkPf)$J(i7wRBof_ghxFlOsFYqCf~d+cRQ0X~UGrtej(*x*b0_mWdmtqi0Pm9Z%-$ zQQaKu(J}*rT3dd%+%l9iQx1vR@osM7kA)3X9q z(Ug@LP3zLdr{a-_@k5rnHL%UQf|m=k|D3j6_VW~L!LKo@+0@8+GY;!c(upp| z6)HBPV`i8vB#u6PD9y-ATU5~LNpeTFGplQkzRgWJKJr-cVLjX{^X8THaKyLeX?CGo z#TL9wU}MnX=Hp5V64V0^Cj)DrK5W=d_OL*VXAD9)EwB7u9(@~nR9uDabeZ|VDA?gi zR1&2`Yx5Fi%1y_6$OEyy9DOQwBFW`xjU7kkr)M?CqO)Hx1B1JZ^Te_T zS65*-_U5s;6!Pl|_6aBlG`m+Hr`wg(ue>IVSK?Jwcm?(|PMMqzLqkkX4A2sNd!4BW z1%m>rVJA%6(ah9r7E9Da7_Nej1GJIn7LO!!^nDSgzlCHhn~ zwU;zxsO!}-q(0LblhU1sDG3vnBt9x|i4=R}kl`GNIEP2|h=>?=#I&5qpgzQsXRrd4 zXmpyo7Z>9mCI-!v=5%W*%J;AWitWOTHllmedx(=GDF=soy|vhweJl)v2du%ZnmL%( z?P!l>jpRn#iaginw`gVtU_TiS*uJl5zhC1NM&}Wwc@Q_vyG5FEG z2#!a41Kudz@lE-lWu-<0mJ*w1z2k9aA!fyl9`8(ZjSz3fTO`C=1+3tzY1-|BYqL3c znvJqo7Q9`>jd;f_adSEcDR>uc+tl?zH~jVK#*jfvbhA4>m!f|U-mBu>cppoPAkoh! z90n)KXtRP32wWR1oZ`dhEAe14O^b0peSu#!eNe^CxTPST;3h%l&ZCT2vTG2yqCTH8 zW+~O%rj4PfVlA{BG>O~rVHF?3M;I-p13|(ILrI4QR1||gCJ;~2wIYrcS&?N6lF?U0 z2J|6TCy^DN>#gv@O@UYiKCa?+=_REa6EDNf9O=dt7%kfNTOFpTK!`wP5Kfky`=iE~ zKv-(QH6i!&!n~+v26Yw!WuvRz9f|~SM{A=-REst;NDem6QfSGwe!1TTYIeb@2{shX zuQ21VN|k*Y>-Usf0SNRLM@m0{S=8%yl;+21vFWQjU;L=7zoxj%ncc-2fDS-PNBt*xjntqpB0Sshv}E>$b0 zj?|Pa5wXzfQhtbBvSDMs(0 zbom@dRq#tXuXhF+h<($Y(eoy)TsEbFQadmTTo1?~h)aK>Q4Qn^7ZEaSY z*R?EfX@arZNUa{N2aY)6R;yC}BmI2Objj-xhK);Njt@8zPv@A-^*8*l+GR<-a}T@Rh-1D1&$&rM=4HK z)>XEuCF`r|%IegUFhV$b=E=IsJ9(qr8mi1r)rF@pBB%B~j3s+cA+xux>?E!g zcmUS{lQ{BFYxODIxVNraQoTt&-ZqJM_MX7|PvPdhjSXTFw@yJhfsYVmeqs`z ze251r!5{eCkBW=WU_B}ogcNL6&`t$ir9c-7b}MY|5xau(XDFrWS+@{mGr)Z#SMzs< zw_C&|(UHKj{B7o)s3cdeYbcD_lRdO#eJvoM?8i< zT|2%w-daq{V zS;?;^8rmlIfuHB7oLHasEhU2E_yQrAsb%Fs3ewQY*oVqzBGlujXe1*FwP>M>hQ zq#Max1yumoRixX1N4VL4|B8L-Gv$@|6TeH@A3yCMtb_`aUUUim!q@*Z+W&k;!(V9+ z2Wb&6VvJa3(=a0YIP+rpxKuut%SY5^2!4r;%kXV_+;{e&B!Nd0_-+E&uskM#xHCNi`G5qd8T9QqlHnmS1e9mbWLBDTgw^WIcvCv zWl3wsajY>?-n6lj$(Xif+Om45{h`cI975oW;-ce|Q{Ct^d>--iE6a7=w0-H?hNYJq z-jcMdMWa4fHHJ6170Z0XuK1M9(H1?Dx=%`+>WUf3kh_;EZU@IX!aV^h;p=VuC~ z@yq4&<+J0Z)8nTF?$3q>Sq6_L@H;$~L?`wtn`Q;}1y@c>uVMKLI47{zUvQn3DSN^& zt%fTF4ur)qO`S)70(}@rVjofpkum#d3vri{6364WGx-kQjN=J`?A?ZV98U=(Tzs+!AWaXYl(3p2i8rn5>(=z(k0JeiHHsp6$SKFugkh*QoLt#~%dt z6iVfp(bCvB3(W?0v$iI23S;dU1$}??c9ku#eAf)C>>IuuU#-X`6^L<62&`RRS=l@Nk-n8R9l}Z-amiuup_yX!@V0m*ff); zZ$;jCT=n4nQgIMY-&r5`kZuwmG-h(vkkxb5+w_^E!{E8@F)(SuW`F# zIUXBQ8eqYxvIdo%hFg&nro!%?Zm=P(%L}Gw^0HCec32Em4~!uOPK-`tOG#_+K?G8o zdd4`XRQu7K*?e$U@iBKfzR9miM4D&z=lZVUU@m_RhjOw08+iC%+!T0=W3I)3BRI-0 z@UQ}8kdRW4T9ZoS7@_v7=C1`Uj`6BC?)~#7dM0!KLGQ=>;NRa`Q}f(Iq|fp9cHd3t z)>* zdK`kp*En{XQxt3DKEmY)zQiDIu^N1d8s~R7{~cf9ADorp(&QM#!?baU6b%uWFpEV@ z(KpHutRyr<%M-Dtp$~rw?b3$+`5U-U>Zfal`e}))1Znw1K?8?3eR3EVn}BLfc|yb6 z+}AL}D_B^9D^Bs0I+x1z<*(!Ab!fE3b-c12H?@hI!mAWs`8tKmTX0`WjS}}Y?kLfp z3vfGgee_?Rl3vH$cF@jE&`yFX?Ny{+CZ%Hc9e#C@YUd1elWNWHa*A>_87LINdtA}r z<9*IGQWc)A&LUEPEMUICwS@vqTq)4X)+}oR>ab@K^Wb<`@=$7yufwGWJ&!<*S!e|; X^B*g-1YK3b8*2EI$8i3$hrfIeqGC$D literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1.class new file mode 100644 index 0000000000000000000000000000000000000000..aa0ff3e06439908f73265f2c9d3015760412d18a GIT binary patch literal 3904 zcmcImYf~FX7Ck)z1hTMY;`p^$TXD2O2+Y{dW1XOo5FW8&0S>}AUN(h2W%>TCY96DNRjan>^w@Po;%as=RW%0)AxVhefbrD zm+()4_bl67_q?iURizs!v+Vh@DVs_vWqYnUQJBzk#p3KW-wtG{`8gAKS1jLh9O*22 zo-;{FEm&KbjO{wMD=T}=pN~Tbd|h1k02(PI@lU>z3Y;KO5rQ>{Pqzcw6QShx~By zhP7##j^$R(QsCQeb!?o!j<548H)J{BH-V8yaUhN^fm7j*J)DT6N8sX5J&rhf1&&6a ziGZE`QP0PUQEH{TY5SgA>*@rhFG@$bgJ5PCRXi1`QeC6Geyx&XIv&WBz1oH&b)E~P_p@A}-*z{>bs5%~z|+|W4`}GYPXa>^ zCO)f{)uQaOG7D|-au7$FIa!s#8L!rtAsp?LkfwKY!gEimVns;X`+o}6f;PEIAmXgR}IDsLIByk8SjW{ZB zCMw|rCb%+nnrk+RgITMh*8QqynIS=5ATK{kK|~pOzcc$$Ba23-^0Ns%gXh{*70r`6 z{=a9sYvL4mr9~|b{*EB$v3(ii1-zKRMKFs`|3JV6-YiwiDFs#_r*D?!hR*CbUJ@|N zylc{dmmc()4>dWMUXiQ3w$g*mlpaiP*}+=6eF^m99_N&8IZ1yBGfz?Nc&F9A3QQr$W-!kng8JIVkKK_9O ztK;?d@$a=Yjv^U;({k$cx~Ca*fj6Twc30$DTHB|i%=^hZigGrxzsv>Sf!%SxN7B%1 zxTJ%zKxPfeN5?6SMSD+8-y1s2Q3sBOmB&>4CVdH`?UbuGj=dDGU?ElL$y zGO@FLB(bxdFpe7uBXzJX_8O_3?UTI&T?58B^;ZAaHx)Xv1JNN`0~^kA@BNXf*1c z4Y9ydi$nK_UduOMt~%^L&C8RHrPM?9Vjq&&CcO#^b)e{xIF~HnwpJXus0Su6`L(=0 zYi)$@hl*^)=jyc;>4#tXN_N$?g2oM-EV!=p8_Ffaa%kEuJDy^n%($+36@f&_tNUd+ zV{7aa3w8G1HMwLfo606!*CUzh&K>8O%iYX~ICN_Aq6bpY*E63f-GlL~o+l-7{Fra! zT&dS4bHiWYXs&zY4o-Z^cY#khrkis(iQn*zs~Q+gI!aIAx72o6S7eCwFJfz~nY;Mi zwcO_z{EyxPJllLU#v{Xbah7xD4$jZs!!y?@9~}{Q@ca(qcagt!598MdUb%zGuem;k zZH`?qo;Zy^QyQQg!~c=RHyFdW$Ww0FnWcAAn5Ip%AhbA5D`)7v_L$7WIqh?SC|!IW zy9cAG{|+wCon-*bvpbl*#i>sBkG0)DhPeh9w}$Tjg=-B09tN2tgnyML>M*2o!y~s* z+JW&IuHVM;ZroHGH-$gaa2?hZ-fD!kiTg%sg1B#o;e9#8?avJ}cq6p*Hs0M0+TRB4 zC#d#Z=fPW)bY}dOZv&KcjDQntN}A8V@zI4oe1xXr82-*L1_Jzp&nhL0yH}PGE1+CJ zr2vW50w>lAuyJFV)r@sG%ZMw~6qt#g!iK`M!j!^$@R^ZH5w5;WyiGl9>EWgx-dD__ IKPi0hJ#YAFUH||9 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession$toParallelToolCallsRaw$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..643e7370ade9a05ccc28d36a4161af42b233b466 GIT binary patch literal 3991 zcmb_eTXz%J75>ghLLkdVm?Xu}Bx)kCkS}BCjbMe;_!3lP87vt>+=PzhV|nms#+ez} zPMbFFEthBhLm%=)vce_JTB)D=(ASbb1Nn|L62=~4Lb{gboUL>A+57Bo-_Cy?{OcP4 zuj3PevSI2gj#JZ(nzVgSuR5-5(Yhx+&va~ktT3kbipA-xuIbBiYdPaPmkigiENN97 z#~LT)%^K^OQ<+n72!a0=R~+9mZ6(oZ_@*sA{l;2dH*H_KwqfbzhPNv1#iCJPSTsi4 z+=^wXVOM=>_VlTMI-L*pH@1sgvYd5&io>|WYgB#5%?}lC7;A=Z8Fo!C`>tu%M$dI* zZ@bC3WAjQ4L#g4R;Hq=B=_~$6GG-QTP%zg727ib>aYO}P3Qj!1ra1Nq?8}=}dQRZI zY%$Cg(q1!N$F9=>df8Z#3hU8OPM>)<=%76nIFTg|~7m7+Keo1s8c>o%^1!5V4a0z5WkM96AiGxU~ zgNJw^TiC;NUNMRNIGjKX&k02RWs{2LLKXd3JOsKjRj0mcNfpup>AmhI&~4gl&Wa53 zP~b#%ci^Agy(BOkBKxt_o{$TT+O+hIMZ-6kI$}wnFT9KlulU@zBCJRENtpbIk)Q>l z&ac|6P{XQ14Yw-Pu&PikdN`<1!{MU8r$Pyw+?~y=Oe`3lS@rZnhrH;=(J$~qP5R?A zvomv*LTU1Pd9HkEvNSO{A@E!_1fnEPB9}lG1B@@rSdbP?DI_t3VHG^Oz`;O$E18s% zQvyByvg@qR*i(jSHC!q1e3(ZVQ$NQq5;%=t3Pg&T5rN*_UP|KEIHQ!kCUCr^Y>(O* z2R+p;Sx-pjI9?aXhUIfup2hKoKtgWFYQvZ84FYe47n~hg77||D>-A_T;$t|Uz;7_l zJd<^kK{XWu-ZM#_#8emZc#|m>cun<*I0^#$3#D>ptTaB!Y--DHHjyMQqIdwm#k9c7 zkJ?FreX3?yW#91SSX{)CN&V;#OXE21>mV|)? zC2mC^AKL4}YDLKVf?*guF$4~^LEhF?wECKA8=4w~8o(;MqKF7>*f14!i_{`bI=;2p zli1o!XelkB9pRViNo{Q&)kZ{ae{Zx`8;Oi)7ZQq@rg!BH+p*uTI}MKyGfKT2R`GsR z$ByGqe7%&-nr-;aQXd_678!lLMTdppis72Zf+Z_zU}<5!sIE*KtHJ++MZTs>jrxLg zgOy~#wxv6686I0AyUV0qwH%MHU&6KQEV2%iorYVLQ>K#FH{0Orw=S=ko=F8`w(YPW zsRuVs(Qh$Y%=atNW4{7YnrbDSQ|i^ky$`vgq0aw&40Zn7&2!8r?roA|8j+@qL%D(5 z=*bP8aLlzB@B)6qf54$YfufXXt+{pteH7JFn&1wDmFG7pBukYs z^4z?K!L!laml*ks|Ik#gW_A7;zl;3V2JYckWI4Nq{PbXnR1d%2+!oH|hHm3*E_xdy zcQA3SFZxd$?u*_EcuVTsz|i$3qfm@7GJb^%5j0u5$l7GN`UOh2zQ(0%y|Z^Q_iw6< z;IABC!@dW|fQY`WKO}y!I5g7ypI4LM@DML{mK7f`!7+-z@%T$zh~R%1!F^ojY;gX7 z^WX6;KIN=%Op{}TmR`Ztrp-44M6=|6i>_n(fXUu*Ost9fv9FYM%e*gQ|-vFG&cLJ~I zhPG_mMNKbC%XPH8U6wUjbEM-Kwxx}vN7Py-GkK+KxH4Ot?sn}@?xsh_wX>4m!I%-?gUeVPTsR2*Vdb8OD(_YgiIHdYAOZuv=nYvZfvToV1 zio@sl*EBmlza;Z6=LGui=KvwJ2psdi*x?W%v0SJ%r3l(_FpO421zOxi!x6~(n)`2u64>9Jw@WLgQ~@av-_0|D4#Qft zm!+2w0#7Ek2W0Q|DS<&B-CJ^OOwLz|lhV}-x~ns!#ezVme>M*;yIeQ)N2h0| zXLISP@wc+G*-PV7W8-52hZ8>7M9_^V!gw4{3bdN~yi^BEN030TikYOqLC<_G1C)_| zfdlSh*FfepkUz8iW?c08R=7Gu<3x+pi~rAv~pwofbIZmpm>r+tE~h zD{2ejX$GXqHbng-Ie3(dAXvpGlWqAEziOgckOsj znPga!J@I+D!1#{$)Y7sizGk?K@dh!rWBi`D@G41-VqOko4Ci?sotH{#+6$Tjp>Ac| zWD2(B%aT3{jDp%w0>$!lRh(j5Q@;Z^4Qs%};Y zU|a3}1YY$I{`(E-?I|v>lK6iblP29weTgrzO=3!c@g@t6M_~%`5Z)GOPfulYBU7Uc z(2gzl5y3q2`=Fx`!9#dhea}h|SUIJJA%SQ8g5qxScukS7J9BtlsaqCE`G&e*KjYJX z2pp<=+*GdurPUz&)PNd<8bBIfRzi@TuNz9bPN~3yq&7EV;mwV3;7A}Gh#shmn;X&1 zjjr}sODu3Qa8jHIw{s?VL?i6UF>E7=u?9ojL^qaBz= zC~sP;eJK(Ax6B>Fhb(UXt+aqqr^6k5*fZqA>3Rn5pece4e9UevYZNWrtrowQQMMP#+!3;b6sY+>Hmc5xs+OlN1n%t5^cyQdxo3_K2 zoAW6;2eW!a=^^-lm!F}zv{bqMOZS;2uQRB`1q zs=7d~eae*pO4WU23(B8y<{ZCJ-$asqzu-W!wf`m#{m6HL&pF0xYlz_izHyhQOG$_E zAa&HVhH*$G4Zl)4zo!kQbK(|yt|Wg(-w*0r;B@U#9S`^2!YQtu*~BxGxAELn$_M(z zO~xofxA4;S+ZekVo4ASe9qtd}3yv)a96gRNDa9xU@dr=(Cx-DCQk3idCg|A(T%>RG z!1FwgqsR~qrVvOD-q|zM(!yO`w=jDfftm|9ab;?NSezNy#MSFuZAPN2fkYQxtLo#| zTacKh1?IbF;U#*hkccMx`fuQ^O$2^|yn*7qdZP`!Q7qDT<_#~Fr4N5x;(VdIRRYN;?`#JE&A09_XObr|4WOzT#Vql7b27WEWCJ;pa|ouflEyn}l;Nb|qLRic c*5=qhV;$G#(B|M>2k$v}-@ykCE;_jI55J{&mH+?% literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession.class new file mode 100644 index 0000000000000000000000000000000000000000..1c3254eaac2534fbd425fe9a0ac2f63bc35db6be GIT binary patch literal 39747 zcmeHw34Bynz5nl=EHjx*!Z2YQmNtcyB}=oB0D)4rPy!@S!ct0GIwX@22npsUlvb-~ z7rSZIYK2yT9cY_r0oh*H@*!=X2wIf9ITg=g!QXOhRe@`u_4^ z=AJqCoZmU;x1Zlx^5wrB{|pgbEdNW;{AgF@?%v+c%4lb-r{Ah<>+Or_bfp!utghak z%B4+9`Q6&J&0G4q`eUs++eboB?PzK{6|)58F6!#(>R&8G@$9u;Fk(IXy83#1_Mlz6 z{l<9KLZ{B&zTQ21`zvGnV{HTdy?vE?dfQ{&mFrb*qsd&jc2{&?v~r-otGjY-m(?Gy z?H+S~Z*R9%xe?zRVx1_}cU`=kX{Ft=L8rXx?%q=g1aa%}cW&@14ea)GbamPzTCRRA zi(0XTYj^kdcX##duWXO@$NIbW#449}_qOd`IA^mEYhQg7Epia-9zz^OD`Hk#U)Nq> zeBom6@y5&kouQLvtnKaVtlSmr-_aNC>ai-LJw3hs(SC5cRoT+p-!jnMy--lTiv#_X zC+Iv)p~_wR_EdKD^vC*oqTQ8EJ^g)v(bZ=8C|}U{wwd_}AyI?&w@;en72w1Eek zqkX$$eF}d$bbf%csaVilPZoAj)s{lHUI|hjP0u4qGX%xa2^I!vJYC3@W(t~= zPLP8%jb?M9Ie_e?@mM`sl}p?DyY|J__x0|L_4QxpqcTC`X3uf)is7CRRiH6Vf$dN_ zu}-t9r~%l5>d4gv z1YP-Zh+r5=@qWiZ5BP!=)Jl`8LaP_k;xNqkC4%bQ=(P2VOJ8}_XKj;1O9NC+%LI+l ztW;vNlAuyg`SIdXbY%rKGHFbVE=p(^Y&8l+|orv-47 z9!r5!6QuPT&SikJA&f>DjwWNMJ@m4uX=pvw| zaiRp}p&XPdTtz|CT+JJLCeUJhiNi?ksKbi5D+U&tvdtc0U#z1WCcJWud3_xuU^jKM z1nhy~Mq8Vs-2*W}ONNolR3L60V}v+Jy|kA_^fiJaHsw+}?IUzA&x#N6ytv{?Da{7x`< zB1j({(4#Sp7Man+<&ejINpkL}8f6GfVdd(>D@r!S z)VLI@7B+5(S@6~}7S_cUF3vQpMH^M)3pX0Tn17fYTRPK>Wl=>&)z=#Bh%t6cbZ5|% z-7B=>g$fGA{S7SvK6kLBG_3w&Q>v$%5fRVI|h+vx29x{KbCW>&F5>lYY&AH7r1 z1hCt>zU6%}xOi*SG|>PrbxW&;ZR@~FN4?l>-b3#W(7WhhklHE6zTLfoX4=f@%|f<^ z>!bGs=>~dzfZj{*gDl4f-Gu2)bVqm0NAJh5;SBXf;qjr%_OO-csZu;w4AO)2fqZ&^ zK4?Qpc<-YRLpAM;S}n2tP}Hz1@I*gC59iZE^ii1d9%KjUV^qNzABV{?E>7ZDee_8| zfi9~F^Mhzl8`SW4H=b-w1<;?ONAl?~Jt}Byd`QN-_0i+#%RbiQ>pFNqSGXC#c7cO* zgpLMikd9$qwgapKzgVf#Af2Fx`NhA2#=~RTN1sV>qno0PaerHEFFSue z8WL0hUTE#wv$s3eg2`p_Be@@(e$b8N1ke1Ox%6gu z+dS-!D=XDK|1y0gKwqM-!ee|2Oz-Zf0qLf#gTyb>*Ta-W|CYo+b`|A6KNFxQ>De?> zI=5S8>lPnp92{eLe&&(Ze< z6}#pNuGj_wQZYTZ_R$X^e|s>`#$$F9oB98s=L7Wb^dm@#c89@@muDKo*&3Z7{e)iN z&i)k6a7kB5w4?&u+g{-vnk?aWN|CcMDyc5%+9yafAquj$N~Oatb}{+@q6N4ePE`y` zRpzS2o|c1O>wqD=Tt81UwkzN&KBKg*`Z>|IONm+vb##Mqlb+2Gf!`>MD`YZ5qY9On zSC_QGt?fq4u(yYMYABh;2%^>L!)qf3>!Ux$EmImuKKhfOT^^z|l5S_}rCS^w`h06N zZU_8`xK1+?`-=GqWf{ht$&2tosc%%YpX5V6=$H{eb89;379E3E%y*Mq(eLf@gAJzWiNl^iFHl2N;A8bR`O zEXDNEU~BX~w&!RTW#VHG-~0cm_w5~`a$7{(>O$}3Fn(O^fdBL# zhFl{bmIt-{qDTE{=*a@v?_+PJ8+baCc+;7CO4ET(*!L?DwY&rw74 ziz%2g^u@Y5x?=6?5J6J2Y3)k!T%sw}IKib7)5LjL{1NBFH884aQ;&r?X;56CwbS&o z@P2BP7gFwuQ@AI4Y54idQITpCJjJv<3l_o}L{Wb)uc%>iq#_{8k%E`hWsC2AcMPMW zyZ744mH6^j(4K>CvZu~zAPI5)t0CmxtuHDw&P$rrR<99x$Zv)*dI!S1V0%VLcvYX> z;KhD{Wh*~(E=z-7RA8Rk6N|Mg?Yn`c0<%i^t3gpoJDB6499q2GQXSzQez~f|gD*;| zeF7}g>^&Xv8jw9va&u8)B#ftfVs1dxin_RS%!|RPiz_ugG0!REP0%&{KCu8XgO2WK ze{*zibF8lu^QY|@xVg#pCDODDUqV}U??x8}#X_+tAR5HQSUgm2jtBA(X)a+hdLb60 z8omYg`Vcf2=>yJcg<~-#`4{*Bc%#x1h_;rAPylEY(c`v6=;NN;>XU7@wM!fz|8t zyeSpu%S>|U$zAMUns`74J-bkd@qfQO5g*5^ZbAHX`dnKA=;956Zg@G0#*2;PNU{}C z2FtNAAX>#HK_7cLJsDQHXJpE=QFNO#SR~sZB?Y%K3qa-HhX9ToRS6IToRz$?e_p2S;tHU?ef{Qt*} zo;Le6=aR|TW)H__#-{HGh&E=m^M|wAirdE9aT^_&T-wvlVE{o7zOvLy!IbxeH*OO= z45we@VvmaQTG9-nFfpIEM|gw@Jhi;1V=HK2G-!Ewt=S`1)BE7SUf#xx-7#vz%?#Uy zq}j_>t@bu-%2dh~%}LqRvTUHMyB%9VZF95Y`m(YZGwQ zofX*>Kr33;^3)8g&wJx~E2Wg(PRg>H-M;ty3fQ*QI`@U?czx0ut23#J%aO^# z9!7B>U%WxQk>`y&u{%0u_QLpkV%MsqU)&U=+vs*i$1T`Rrb}U~z1m(4*)K_<(_Y?q zZSi(|T}H7%9suf}esOz99KZxP36#BicCMhi<1pR9vXL0u6#S+1W*8P2mOaE<#9J8) zca6yvZ^OZjcppR`%fh3pk;&SwA@xwinwVV(FHd zu$4Lec>^3a;Qcd*iJtvzxi9905}qx;4@=&FAL|Z^_tP)(#QoxdtOM9GEa<8@_l%yy zjdn?kXca2^U;xd12r;Wq5-`UrD?Yf?o(XQ@+K7`ji z_W>d9{weWDKpYm22F1PNJ{%tqkK@RO?FbnrPe*m1ID*|DX-Hu9vgSYx7C|&Ur8D=*YI8rggu>olh{0hz##8? zgwGeRw63T7I$pQHVIQNlHrZS@S|J2@Tj-Oavf%$)o_Jb35Wv@mIQ5aB_`2roZwe|O zrmA7s`8LDO3yN=Pp87U;>N{cbi6`Nhjs{aH-2=9;G-mgHWp7_wY+X-`5hCd7IPbYJ z68EfK2hVIL$Kikx>|LeX&s_sA-!hyFmG8zMQ~p2l#Pdw~=b7@)Gv$9Ee#koQ1xSN8 z+HGQ2SJ|lrLGd$9_Me07zX+3`$?m<}?n#?bN>johz#pCmq`VsPiQfv^n2DygyPiHo z=bC6a`;BhO1Xe9nXW+uWLnf*9iQngm)668NnMqD-CV7#WINnGzY(f{d>j|<(;CU)L>6~70?a#^NI$#5Z z=e{CpJ_k6p$H2H9lP5!r+YsY61l-C3joWdU1f~w#!R$OIRWHasb>fV4^sbMbASc50 zk&{5Dh@cu1I*CJcT%|N~V(d-7SWXF3zMP6>J==r8#G-yQ)OJtEFxP1tf&TyxJ%d3i$fZ2RTo-AQD zFJU$>VKy(87eHak*>L?5#^IBtP-6o&Z#1te z=@EW~?GI&kmq##qp9FU`cyZTu!(Fy;)i@TtdV!r+JwL(C8bNz!A&qlo9ZO?9q!BwI z){Tg-Y~qe+Rv{OJDJUEG*qbdi9^St5E?J`Bp!dZvRyeNJnB9bw*_GTEbKy*FgjjVQDnCr3k8W?G-fqueT$nyI&vKOnQr0KCd@OFIz225pWK3-*JjrvsAO~I?v$~|v6rHkUZze0jOt z1`V!`M=3_fEjMR@e{50l;w5M6(_`_0jn+z~jC%y^U>n6&!m$*lQ!ATo(WEB;Si`DW`Rg0lE~3&&TOX!vz6bU8t_3DV2z~Mmf{K%R6mQQ&Vtw+B za4AexL0Iujs*wa0OHx63qr52~-z0B_{xvQnhjD$9PlY$Nv~FD5vb+)QrOl)|#w%}= zx97=Q#dixrqZ96juIpeb#oS}o062Lt(d?Zz^#RmZl z$K^CEJ~g8VYJRH{<6MGk9~4F}0vsAu@mV-uxv)Ig1`w3*qR$3ot-J@r!og|WzlBq! zL3xm#VH6#Lmy^KD+B`Ts?8GE$(97-=66N5?yOHf;I)o0Oha&~lUf&rF*yK|XoJDO2uk+1vG|32+vo&qKeXEju3}`oRIUL{|d2Jr(=hZm7 z;D%U7jQ26es+%yA^T|QPG{CQTjeQNNPEuUt7W(B;HNdz9ReRsvcML&QvMcJ65tE}% z*XGFM0eM88z+7Zh9rejiLl*ZWjsrr`>O`AHHsJUq%t2oga;g^wq^A8;e=Z55DS(SxnHl8`*U?_L8Kb#$wRsJd;a`TWIz%w7uAf5$y7UDSu&k&wt z@eH4QFgM#@6dJdBRj5+eUR7OHH9dd^LN${_sjRBS4-u+X>A5xGP~GH0Ze&%B`mV03 zugML~n~dM9PTsN#;ACk2>KXt;(|&=@%uND^;tSAnLrS%Ut4l+R_)S9V!xUdXvMx^! zT|9Y0IE>CDb-ZeEN*^v+-4t4qG{B_^{Yk*aFra}Ae+nMLjMim9WgrZ;;g5~Js#*tq z%U55BKEz8bo$ggl!QT{GfzAfPitJ3ds>ZaPE!Bl;sv1GWmC0kQ@%v@yQec0T0=zEN zWO%9JT!B36zNRu0~P+gG1w-W1|ZTmtHy64wA)Gzr?c&APQsqlSWhh@BsyO+PT+9n(J0^~G zj@LSpS+lub7^WYVzS^^@*FITulo8c@<{UjXO{qJk;I(){i7!NB>W}q2R1Mn>hRB?2C3|4qs|_B*CX_?H$0Djuo*T z1D(#mF{T`Kmy*bCY;9h;K9Ck_V2!%rDp1;5Y^PQR%8ILt)7S7Csv35N)gFMYDel01 zMi@-M%gbJgcWe4lthRXj@?M-g)|YU)inqmcadDbcVom?{?d}=?Qo1%!J)^pO?!37T z)q(1|ni^XJ#a^A}Xb^B2_E@D?x> z1#iIu2VPxORiJtv;5F1$)d#BQR{>fr((_HNx@xY^wd$(p#%oohZwuzBmg{N&fqRS| z)zxsHbx-SR(4JkU*6u}Jt=)^dT30XTqQ}*9HN3eD!@#R!*alu*O}tDUpv(XU=AqC0 zT!8-KSyzR+>Z#w?RRf#+ySi3CYfZU&^k;tkf*G~k>H69@KPkoxl)hq21wt>-G_A7} z^X$a@a`e6mSY^tVqlYG4$N4qD0>)Xz`6gY%`L(J%)7GSbRh0r|`F%aVSF|;$`Q_jm z#bHcaJ2lryacec2;x!Dxl&Gmg%XWHRyi6_kq6Vl$E1<2NT41NMF$ zjz?lj*C`mfOdZ2EC<1ZKpg=a$eKcV@k71Z*=LhCiGkQQt04;3{AWYQS)!7r}MRmlY zHw<9&-JVzzu86nzYMZ6;JH4Szm*ZM?R+~8Q)H1MVN33rn&+=Jo_hOUb=4f9R|2CN= z$*>&doB%YiBDNQ2f3a<`9WgrWUu@frbKC|-u&Jjf)~BZYyuujJDsg2OH#*KsKjO@_ zX?C;607AHKt{-tBJ}1t1BwJLCJHxUui}i&j@y(+oD*?ko!jj#8*R9L9G= zcpSbX+2INN$O%v4M{amBKYZb-{P2g*!=tpkB9aryjbLvrT~J!~IF*z}vLB~er4j$* zR9bq1%C|;xN{`bL!u5O0AE!%IRt0j_nw)jIP%g4Inyf9KLVu+EHNK|+VE>E-yZ4F>a65e z%QCjwF`8C!Po77srOB;U4&N$pfI~nA&_d9P@iP`kyR`HX>dC4Zq`o2QPX;>Q1$1mG z0s#cabqvrZ0A;oqUl!iaoa}%u8>H98IglxnOB(P5UBTh9@pLV?M<~AVFP$w0N`(;8x8Q(0hlJd2A~`88o)LTKsR+$@<6ac z>_LGoJdhkckXw@n(&8}?n=3VTa6%|81q^7f0cgNp1Gp-Q0->=`3wP=^WG#ey45%`c zRi9njkORnfAEiSL(0=v4NX{VLH%Rvn(E|*Pi9juE2Xhp38EpFmb1 z5@^WJst-cbqfKAZ44Lz8GsrYa~$=-6{gpI=1z(7;#Wk7IlfciDfR8u8qS zPX|6XiyzP-JP(N<(tYAb^ax$0m}xKSG~zF9{G5J)?`0t8FX>mvE28`9*U0nHebC~+ zq2E#=g>Y@{f5HajsML$}JGOK5Y5G0NvA!R2WOs;8qXui0A$p1apd@>U{)_$_Xx8HJ z7R5+^(TpT60Zg`&otlxrKe>v3$_9mK@I`!v>b_*E7ip@O9T#X{(c7=+?H?(QegFybe)1kWYn1(4$xK-_MH@(s{r z0a_<=fVNzqT%*^Ini~vyvtV6pq;@(;?ZnYp{IwxQlY`XG1f>2oG*$%YRY$5QOcbJ5 z2C3HpslNnLe+7j85}#iKsV@Sl*Nq&hVvOO`Q6N?1GpCA>QF*hC$~&ewRcpH344SSo zS<{tyD!OMzr06CYmQSPS(3fvV@MY_{hMY)F8eR8E)^*d3t~+daA6zKGWe*rlS7J1s z$7?7o{7^eIZ>{Iv=IA-x;;jUcwcDT(#D}5tP79pX z#2}72B6&;{K?|}-9&<$Um|G+T!j58`7;p4kBkBiG`j)aHF%f=I*2Sf9-T|ewjm%{$ zrflR4PO*)I4ulo0&nsg)3KMzg%nu_zHh>M;k!+(Kvu*A81)8{pjbT|LkF>CAtU!a` z#)tVMZuTyw+%p8-rOeG?jK}7HIZHq>HeSvvMRv^|c=yB>e3bE-2?d@<2dPf{52g?Y zF)2AnP54A%>ihBRr+33YyiXBhG4$Si9HyBBam>RMBws{ebnxe;;N3AXBub7|CWI#x zw>ap&MWb7r5HUfSkQa<#<{QC$Dr+%Z5yyfU55(sy5>tYe02L$#EzD5Sg+(8x$CB*&K53yqiIT|&_=S!7#5!R`3O{SEKRpae=KdK>Jk<%vH* z0{=|ScwUK54?Z`EztDqteo*`kZrMZd5k8^_-vRD##zl7}AaVh%Hr@vRwW&uG;dAMO zjuht7*TG?sfx<1BVcW+{ma?X24_Nvl|zY@7m15lm(^#NO*<;8Pl(#BjL3#Z_2eaY$3SQ-!KPrHvZ9fHmjOT<#8R%hbUME>JOXiY3bIpaQx z(omjQE>>W2!t?(7&?62mRE^KhdHo^E4TTnuxNq9;&m!!7;F!n+HMEmJ`{%$dClReU zg|I@r!&6)xt`dzVB2pz*nhsYv9mbXe?l4ey>Bv#HTA^-@H|m}P>b{$Ry0sptYtDeW zRX|iQ_Z(0c?=Yjz?(j%aH(RVTTz3QDGS|(DQ}(h1u4~;| z%51mU8+Sjane-bM?j|^FH_KtWSq|IHQpShbZdL-@tygTf#jxFb&?RQOYA?3S)HzS& zy#Rb6TtmWk?g>h8wZx%kbrVSJf`Nh8&aOA_#Er!c2yg4(2=qRUsgSAv(_Tp5ZnYk zuhjI!U-7W#=7snC9_faN+YSWCveR>x;i6K<~(C~hX(j{CA0_!*0-(?k$`g%ort zp6l?r9G|^X(v5iDh)q;CBQ9_d#aR4S!Xf^;US5m%@$FKIRH|o7%^m zNN+Sg=FON_>$&tey2<#MAHaP#tOEV;IwzYvq{LN_V;}nTQNyYC(gkFDpeG!jJ>l@| z3FRE2n{*<9XSXVzy+-q_9Ah})lo!wb5!+sVKdNo713V>Olyi2jH- ze}Z8C5rX*_x*_jy@|V!JNdI zVUmwKO!85ONsuy3GR0w%54xD-l%pn2IcnmR!z8C1HF4=b zw3=wsYNGvBR1=~AY9azPF&Szi0yPnVnutJ6Oo57s;4>9!qL>b%+`Xa@YT^Q@i3{nt zD14b}f~{w=nus}SLfh7KYQlC4(y584atr=%sEM>Z@d~R6k%x;x@)4WJ!`~V%fSQ;I zH8B}#VkXqYOsI*OP!qGDB4*+<8)~8)v!nvdk_w?FDxfB+@u#ZdOmcQ=LNiICn$S$b zYCX5-o#EPiovnkmI@V%@KvbTJXT?K9Ks3D#*O$`%K9t* z3NvOgOYqrX&t`azkSET=-yJ?*$x1Pr%ER9Z?gHntX{&JzUyY82ni)zb-0WRqx9Q*@ zJVo{uSEh8(377aI*=hPXOqc|J2J3HB%-%*~uX)mtC(1BKDaYReF2ko3agdAD2ugvf zJlyle(O!vIM?9{v(izLjgt2tv4_)JuAhQs)9`$+TlQ5Ro0NJIbgTlgkT4~u)v42op zA74yk-1$TUEX6|AvR=-a=mzt8=wO4qBn6pYAjzsW}3VVNarRac9Uh?<}vXm ziEw_uN1MxOl5nqqK_8M{Dvl(yc|&rWH#*BzjcAeEEI^w#^Dx0qZ%!WDTFhFTU1KY7 z+9?n>Vc{cbv2d)oRorG+VvQM75#ZmU(1=BYdx!?b!Q@spQdn$uwNm7?QY3B{hmuev0uoWP`sSriLTm)HjR=Z7R*KcK+-$%&A_licd>^KQ zi0`m^6Uk{V9}-7fI6z%-T%6=Fey;rR3Gw-@MdFJ`#FwzJ0Ybls?|RCea|T|G4(|OK zIbfjsd4+41UJ@bBV;@P}uUzKHN<79nafij?8fq6&{MprOVD)O~7Np;X&)e~Nhqy-J za24uD;X`ST*hf=M>P9LMUlv~hS#E*C{3@h_Rmyu+00-CD(beK9EEnMqNz)ebHADw< z4Bx)TUa}SM#mYQy8i+3r3*7GHL5Zg|C7#wOe#T7+{sBrnqbTvTqQtYh*f(61cxEJ& zc;<+}O5-q;_}*wKfi+AIN<8gNiCv(?Zct*Ep~P-bVmBzU8M-e3Ntcpj7hb3V`U?8n59Y)beb6Z`{|_>rQ-^O(yY5kJ<&e$tT3GJ%O9N@+^0 z2R!~~%S25CMII|HivTW!;zvisPq#+=EEN93>QyASr2<0HkeyYZgH1HYv5LfEQQ;{T zi;P(4Rl)zn5-_*r6VGdU=v6?It%T!wMUu%Z91~o^(N82O^HgZl9Mhs@hD}R8;xpQ`yw5Q$+a1$#`G`#m-{<5(ijXEn zNaJ{{n-u&5q!_D65mKZG>taPNQj8r5DaIa=<2^`0Z!|_;P8&5TLY|}ud6VKGNO1_H zI0#bQ3sSrnq&Ngp90Dm0W+H_=Pi+ijQk*|hQpmy-*@#;ELYBa}CS$_EpGz_( zAzc?i8Q7Pp6%oMB2B0Hy&ell5hvCo_99AzQ`9rd7P+r6SP#VcQE*ENYf$4KR4bZ#DS9S)GA+^g$HbOvdH5v|m@nO^uquF|;FX=7oI$5Hq zICU)^yqQUbL7j430?YQQ2&YZyGjPNb3u+X&iYVFS_4lRXVeBdT1YM8k?RefTK1mOY z!}OSV6n`!HlQ680(Glby!{@koSTV@;s29V|P;K9Cpm`=0!vW?+@?w}KPAvw5NR_$- z?tB*hK==f?1kPVBeVE3GFH0<7(Zjg#h*wqubT^gAa5XnD<_`nwxUU+)Q(?{MZ%ZuF?8N48c zrsUA{Nb%>{JF{?zDvquABM+;o7M*T_^hm zvP&1+7559|PAyxP0UrOejZUKLCU+i@-5!1cq{nvMLd<^j2d!F4}c5~!D zH7TD=t43DYy=^vLdHu*Lw-scBfg$< z@5lfYS5z9H&wxy&U{2NWc#tB%thvq1uo(y*K!GkNrp5Rrm5 zR6$&qfERLU4vmv<3ktCR1LcPkcal<$Oh!~Ys>o{_lp&x~(P3L_56 zcMr;Y6Btp4?LGxv@kk=#KMc#l|0c-yVyXZ}=d0EX>}CUdJYYYpr02N&Bvh_^!~^t`h*f^h1$w*#dc6FI zmLa}OY4rH`Ch+l`3owK;2_Js>DD5zS`@lx54L0O{T0Xv}H0y*svNbHjlZxcAtRwPY zhva9D%9E|7*(QHnk^G!HKgZ-xE|Q;j=RZn492^vig$hA>AGWQXkJB;pFn7w8zr(v- z(DvLi0<;_-P)|%k`6)yCDV{dJ;kV)6B(_ET7 zfc!~rp8P%XrF=mG{y&e8{`2_gKaY?8^Z2MfVSCocN99Y+;`lh{=*q%V)MxzeQUu`K*QOW@)-bV=cPEq9RLv!xF!?XuL%i zS~St3D=msxbd^O@EV|mFX%@}4D955)i=r0ouxPtQ*I3kHQM*Mki#jdZY08_ zq5+HcS+v5UMvHE+==B!8$)X!AYPRTRi*B*#Hj8ezXp=>ESn`{ee9n^Jvgi+%{I*4> zE&8oRFIjY_C33lA^cPD6EKy|9?<^6r#5hZYErE``V2Rn5SZaw1ODt1ExYQCI2%uYH zkNUaSlHal9TP^urOT5mK-?QZREpekIZnDI!mbl##hb(cgCB9;b`z-NwOZ>nRKeWV) zmN;X{0!#kDl0UTMQcM23B^O!pVoNTz|>XIiIe-Mi@#r)gR@u9@HLE(nMO zO>l^Yq0RAA178U7}4Ot0kkehA|V>X7sdWMiWLxci^b0n`Y8T zM~}ph$hE=2q47-8(np=?)AujT4On4)E@_?6GFmF7r^XB;)l0|>hm+}4GObUAEo0+i zd$?VJ5Tayo*06{s_cXE=@y#fSMw4kv&!n|fbTn(u>*=XMZSKsJ)|11QDAU<=!Xj^G zwBLm~4!P@#h2*AF#<^%eAH4<{Ojt(dP|IL3iS_hCGGnCYC}(t3o7SZ${TX9Uild!L z>EV;QnN3-T#>O0==P>`~I4a=3*GN;4tR|V`R<3~erIVJ#zh7I>qA4vs6CF8oKiT1& zK=Uinf`Sr(Tih=;(S(9h0kfEtwvAssyDBIXs7R(4j9J~aoxmMU8^zwcaVh{6egPk~ zt)~P;T);aRri0dQ#1$w#l%z@z3(Pj%kU5K(B4?{jjM=mIlt6jdbbUjh`^GkwM6}F| zc}%mk0JdR!IXu`AKpm8rO zL$itqS^}tY>=YH)?NHnz-zaDo=qeVBTcsQYon)J$+quY1a{@O}W>=PsJ}r}4bRd@m zdjhx<-731UU!Z<7ECmM{rX(y=^PJ9POYf=8sgj8}6&*~P7K!!XkRLG~6sWXQ*V>wb zyXkjk@(t9Pw`p%YfFn5S$7|3lP`y6ODd@}RtWCm8!94C+kyF}g;f4su)e#HAfykJBn%haaTAn&NwH&d;crM1s+lXD7dz0-CFg zWkE*c>B?BW&W~)`oTo3%;H)1LNan<~eJQuDV3y`TtC_?4BKf0By*7Y3r2R<2AS-E3 z2k-#Ga)P_m+JPHSPw9&z3wlN#^8r{=$FDBJ)^;;mYSf|u`W6%VygY~$yq_U3Y=q`r zNkY>`Ha*2>CM3%6K_0Yu3Qo-ub;Mx}m(Z+!O_q!275p^G%xSZ_Gd-TP&Jr>$jn%Ti z2MalOsSN4XS%WzsJ(beU@StJLX6FkF4p(Uf0$%sw*!g+A2zrr(SeWo!60%+$Wi-+x zkKkuj{0x4ssuVxJt_*WIDExlSl8@lSwY(hs0u5vt&TIg`gok86{PMaJGDpWw6PHwc z03TgD7Yobq>!RnVu}Gg$@Nt%LXN*O9h0Gf9LS{Ip&*(C1d=kH+;uH8)mQ8fQdvuG5 zMwUn$wVu=}R zK1(qU6newveq3PrHByh^njhnMoYj;Y{_@hG;0f9xK0G>hWVpAFhes~L?Hfe^EBK9a zd=8%{1KQNoI_tQ!W!U@{e%p^}JV})=XsN8s7WKKzXD8x(LZ{xI#up?nUu4`{hJEq~ zG!<1!5k&>?yZAl1+3)8{0eb_R471lCl7)mZe|}_|WneLy@x4WfehGi9;*anrOmoso zAw9FlX|ynPPwvYT9Bek?GqeY){5Cvu&GY#B1Tr)*`|=sOC?7TAF1 zSx0sn9B`(^Ro04Xvq0fJ}`1MA({5s z1Oz;?ZYqMBJ0gf$J*QcTvyAIpULpHDW z8ze4JLrT-!BWJ%cRvK07=5knthND}ArR&K`sx)CA`;@j==(~};=89&tus^_pbqfT6 z=~qtnP~`BIlyl9JsN0#41!}Fzo6(pL_%uB=dAm&wNJ!|AYUPbE^V9H*)WDTTKc(WGHp6s|0dKUrkQQ ztTMDIHW3(np1B1tk8F>82>AdTD69Y3$^OX1=UmSv0wEb)x+P) zh3b_HyF6{;_R=!Ko_Z0ftW|5vYD;Q8$31N&ZQkSR=RaENlTQMmCesZBhCbEu9?|Bi$oBQ=>yiPN>BvFO_%v}4IZ#gpDz4jz#@^(&@@Z;f{(9LRzKHlw62g- zpWJ(Dr~o&SCmwayO*438RyKOu*@?BIu#p>>EY_~;m0dkp}JD~3Guon-y zKvx?VBYi3>=w4%rm&DpZgGJgYEt8bJj4}CO?aKREVwSa&JFXgJ$A360Z?W!7`Dk*6 zC5+vP3&hiDJ>y<_c`o;*6Dh-Ff#KY)SkXD2-k+4Tw-ekR(P(tR@1p@hNC#v)Mdk?laft7RkCezT3s zRf)#~mH){R=4c3B`8SGo8$+V~~0d<`cjuHwEGjK_S1 z?5toSrpT>hW!~=cpb}HBVR9msD|vw!_=KGq__J@1lFvEaN8xmhe*#uYM_5cZvTuLyU>1&@g@tADD2L zAHy$#H^q-!#m7Dus}K5O!MfTd{90^Ruznf8PK8S?Hv}8J!Lrd{!!njV;4m26B?q7N z@*);2`80lW8BcjIerYun^slhdI_}yi=v&6`kULvNWid6VdP#2?e?Tfqkbj?8!k-ox zuJjcdPTAaWWa+Y$vi8rVVDvAqxP$Jz8{1w$vx5F_LWvbj5QE5kO$)wLz$zM1^D;2yhjO3kRfJJj_yOmN6LgZ#aZA$*DNk5LKFu&4ek@xF$O z;_G;;_y&%9e0T?$e8^LdcX_sRd?)Vm+{?Gl_X8O4EU?+ngd}z`tsJ1j{{mkokB>9u zIM9>$f&+1vZWsCrQGI_~-)qEBIJ>0@%-`2v6d6}kmvb@aRK*L&= zZ@{-~f^tsgc8_S{x(ENoEqIA=w>ZkL;X#-1mX@Ls6_(dQtDn#X^yuMY5>PeKEqQ(@prr2iU z%cj_FiaN0air8t=YlD+0iHlwKzlOMI5I0RSY;Km1Tjb+b6RHTA;x^IBT`L)Iw=;6S RWm9hyQO=cd{2~4x{tg>$LP7ul literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCalls$$inlined$toParallelToolCalls$1.class new file mode 100644 index 0000000000000000000000000000000000000000..8401be26c3ddde3125412d033823a4080385193f GIT binary patch literal 4350 zcmd5}}5qWV!wL?!Ar1Opuig zE4XQTrfo~R;=1+(B|n?B9NThaEgQJIUtUQ-2>iRW<_4UkR&<*IXZr>r4a*6n=a{xp zZu;xesg=yea?Kpwo~@>=G@WWd&3vN}N>}rhNi#6Vy}I9-xdV5?b+|y&R3GIpg-{Q6 zuDoKq_l*LF{BSACBhuNhJlAQ^4@TKsk;>G9=QfnN=CUob3({}eLB3LH3!`JLU+JE? zVH&pS)Q$P&d$JnvsldpKSe`&!;C%SS9@Zz&Eie|PcPpv~iev&k0xw6zOQ1RMnJybW zl*dMkgP)C>gpMNuUG%TC1w>IGR?1!$NbmNlKzH79tYA#w&cNZ+364AHn2N%gS#II4DQ|`jk#f~@=B#;p}RhPlU z{KEXLN^x%LZuwUE=G5He)TF?Pfe82{Ud0!5d>+{(UcylojMoH?g-f>guL2$rI2x>a z?)`bEU|M$5lL9BBELcop2*WxCF_OeFq!eQA)0?)#YR_~}fVq6ak+L>no4&swtre@< zq9`W%z#u`d;)^=2;2IskoEUm)B zgp4cN7IQ#x*-Akbs7fT=4Gsx5&#Zd&yPm8PFsjjoy zbbMO>~dL{bYkYf*@ZCzrZh9-X`1{88BUPS#B0h&r&CiiW<1%S(U15v*vnuf2_n4)LgT%EWPka zZ`rClX3%O|l10anUaQZLboa3-r)s-C3lL+r>T)ycWw+^7Wx-O|XBL_~FE!+%W%@zwBX&<4$_=F~0UO=g06{j&W$`F5q{R(v)Lt z1TOM)Jc=1g`Hr3!(T8bTs&QT+)Hs84DDs)Im{iSo%H|?b;=J}fh1OpGG3Mqj(E-M# zE!=#_S3Aw`>zLn%Z?wSpDS?&wzvo;HCBl<>L--q1QMn;CG(7SMi(AnCj&DE0cb~^i zb#PO-8{($$y&brf)Hrd?(7pK(S0^sje1z)rhWEnb`cFYMYvcm;`{KHNEPrA xEFs~e>0`skeIE~eyzOJ!#}DvBrsa=(!u@24ct2IcrW)Q+!@E8c>1RHE{$Hnq2p|9e literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$emitParallelToolCallsRaw$$inlined$toParallelToolCallsRaw$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..cfe8e54e9be9e8b621cbc46a5be8c4cee332e072 GIT binary patch literal 3902 zcmc&$TUQ&`75>ghLPi$0pt)G_jkHP-LTF^_I1VO`371&000&`QN^3kw2Qg+eLuN*R zb1O~S$M&^r^`&oJZJ*q(+RkMqVdXIo`9E3hO7b0PxWvdM_G(vI=$t+0@}0fEz0W@T z%WppZ48Y6yt-#xcsjoOrRX3{A_C3AqxUwnhp7cD^vGw7?u$n6tC$77uFH6nggLuSb?dpY#JJ@?P8F6f?R5#Qy+!UyK%{G0teivhE@fLwOCXjs; zd!h&noC;F3xVg;`;G72KNLp{hXo>*u_!G8Q4k0f zQ+a`|{c8o3y&hI6U0}QgWsimYGALxsuG%<$yM7!%Akb|bgOF@n){yb8{o-X*!f^j$Tql5hBOY@;k!Rb)o- znt)zr4(Rrs?jDzcP?J5~i*kuiS$9t}arJbsoBne5j!O=KspxxA5xfGujEYWNiQzJe zBs-;UVoE(A0zH9>2Sf%bjHZ+p7Fld7yOPQZ%sdvI`|s1<2Z<*wJv!`A=Hi9kZMJs^ z@$|jO+s~*TymX3_t{89J3^U!DVby6-Ta#IV`ScGY=72+~)vl|92UTG62crLXp7a(f z#PJ5EmF+)QO95!>2~X$dW+9pf)?grAA6&1bZ{$QUVY8*?kXSi({qkUnAZ$H!9ei4ryb$_;CBs;JF1i`pCymQ6Vq6t%h5@Ig`gpR5Uw zI2A^JSJ7e0nKfKfRUR{{VG?6zDz8i!tHJltBFovydTmjD$G75r|y>JxT&y{({+}jH92c~CJ!67ZHH-4RlhjHK#I_b zEGEeb-$o#zsTYlXLRBPm_SXxQYuh7ylp+6j($mAllwM5Zr$5A$2l$i_YV;z8WR4sL?J zn&O$BhyE3W~u2t7!QJW?0|LU680bm{P!VjXmM#)WTWm@ZQE-~xrb8z)WoFWXxYX?z z_`$#6@e_I!IC75m@X;UT@wv?;L^`D`YI}0$ow@fu@4o!`*KfZAIE8NoZkU#_;JPKl zEJ-KujiT$xDsA}E_bt~k26KaIFP|T~;8}qzR6k$2x>P zKWQ$f)0Sgfj+{*gZsh*aIE29c{DK?soZ{dK^^*;_L#{&x6;oZx9uA?dH*%h{-DP8xOSU(E z)m$^NQ)^e<1K;UB6(}@!b)9B&G80hbw7HCWRp(X;ypN>re&trQVH0%&acjY$c znm{{t>1f7ofu>;I@&#^2vR=!{|2hvDz+2Kqx4dXel^Fu5%`^~r&T^LA1sNu%z@e`7 z4(wk4NuYausxZ}=U%plJja;2P8^n=f{FY=eG%-1GekwOUa;0#-aBgILcw|^$dshT} z0tfJlj+c>6;5lqnE;%HyEo3<<{fZqZ;4Xo!!Mx`#PdKBdWmh~Yup>%?=>&SvtD_rz z32Z}BA!g{TsO0!xe3fR^WV$RoZ9+UKYGL`>%+=jAK|7A=IEq*6Wh=U7D$BmkfL29R z;O$z0Su5uewYq=PTJZ)>=s1p(0xvy~JI6*-GVMZO26E(jQ7)>Oje|jK6j_E+ft%{| z=;^ZTOwGtScC%DxHCQ`S%T_R-syBpIoO;OZVWF?;{FaU^-lje#+lfFttx)ZNWvS>% zG8dSN2$@aox!D1MxhIFs_6*d`xly&t);OPMQDxgwe(lg1(C^g!y3y4*Sg4zqOuIs@ zTdLL+7=3a%DdYoBh7l;>cl~Q^y8*tTYe#TRU>GAx`w3RRus|ro#POa$Yi_(SH8?&r z!b0~Ct0hptR2wF7K7svsN!`C7pe-I%%Q1lyQ6^cZailnTj48Me1=?#Y$7Ep6a-Lyq zYvrXFCpJwjLM>qTTu?-eo7XKx-6AzhNsh0sY}Hp+bZxh$Yssy;)*4H$uIz2?XzI|8 zXh+0>me$pkWNf!M){<=6tDT9R(eMAz(yVS%g)Ldrah)4wx8k$&?hj>&&Ugw&Ihv=` zz$I|u8LMLSsFJ2enVLoFx%<$NI4ox>r3Q0}Ie{0W$JPu-uFL|{Sf~NS;*X*Wc0Ez% zuehd0Mh(Q7>Oh>>L=Qz?EvQ3|cWM3X}ini->w5I3g-B|&>;8wh%9JLhop2-Tw^|G9{e2dHm z9mi$OSMxr5k;dVPH5n@I+3A5KRDb3(sfICrRr@S(TtDU808gs3iJsnHv9qVS?+*6- z#CL(uxTdOm*oznV##3t;3~o~U@FKajt8@>sz9+WA8oG;v7kYj{=a1?RDAj|%?Y(z# zn0v<9JsiDAVrQSYgV$COzl%3--9z?b$G{y7{=pkDe9pBA+P;1Gf>a0T7%t-=uHXbr zoFrWn@*q_^O*J*18w$luVGrpfg=<$ejeAPr98sG1+;tCHmH!=_89z+zjl-*W_ZGJr zb>CIjeHYHIf$?gn`wGu$7$rPwR0w~XA}SjsdwTnBB=pD}$K?>~&2tm7teF~m*c zgEgC0amSN`#Jv>SHXGvV#HEEl&OQ1G7xB(s!#UdE50?M z4L7kuN+XxA*Phq#4WG08a+$ZUTtX~|k8?0{m_aee4Vl9nN)*q>JgiG-@p0A1f)CqA h*~e)g4qOJ}qK|9vE)mREOQ4pDT9$l<&a#i|e*-}4fl~kg literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCalls$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..2449186656b61c683d50d467f8f4fab7521c8a47 GIT binary patch literal 9495 zcmeHMc|aW3dH=m#U|@EE6#|KsYu+m_XaNqXh*O0z2Fp z>u5qjl|WU0l1vW@%(mXtg3Ab-U(GtpJ+S+dSIZ+C?s=CTzN{AkcSnTJ*yQe+@jSmE<&cVFC>|`hp+z2uRdT0^!#9#@hCy8k<#A zqEVp2nn{`huPQ6$|A0aSeBp#Kmr3c;vjsvMi6>B-OwSv$x*Nm-cedWR=G`|A33Qa9 zy(%vp(a-0mkLi{+DV;<>ObOgtJ`HtnV#lmSoRpV2?H>7alut=s)R*8=#2l}Lo$5Md zs_Sr4T?d^`ci;{;)peBT@#3jYVE2sy&J>qTrp;u+jK&M#u%)0?V9T^_9X@{Y_^I*u z=-|1rQ)4FvM~@615ol~Jqb@%p*rQ@M+5{?@s`M0B6ZfM7QRz#a0`)F?Cviz8-2!#i zOxC#nczQ@nrgB+bpsAd7PW#b|y()UpC*U0kclxp4@zJ{k?r`XCkZ%>xK)pAUaurq} z)KeLDE_Tzrz%A5*yP~W_X1JsTWin3hp6VXKF3RE_Ue@fy6AiZ3GDDBnZf7c~~AHDtY2a9&_@5p^J& z)hxD{T)(#M$+wiaKH(Nf2=NAxL;MVzits)Ibs1954`86;Iq z<38%EHNM-HJf%VhlSE@toFX#?hCns@o~*|1g3-Imk8Ii;r!Tz@SsxORu2!Uzf3F}% z^UrAJsJ=k?=u)rt<9;moFpmoqCCye!n4V7QCGizDD|~Tq+eEw()dR!4FevF5s9xcV5q) z$Ql_vYbABACEA+z<3eJ{Gc9VoXgRL)NARO69>$NA)0ji}0$bIeplQf(l(}MU5+0Lj ze43Pg5|8@u2;S+#LwM&pYAa@X1wTbAXjy&mbvca*dsnHV+}7~M_?JHM9=un@yYW7O z+w3*jW{b18oz_xg77Z}CkkB)-Mk{zfLtxYhW!#m7ri@&AlE2xIsK(E*$tY5AN_Es( z4tv;yW({ewUA~~;10*x2&FaqZnWQyC$h0(W2L#?#D!EIAm3hWs4oFX?bTd3+7_+%d zX*=mEtz?0#CXQdo=w;B$B*fB$=aP{9`WT~;CV3JURs1Y|uD%LCzoz?eB`BR=u;i2Y zg$6bWzeodFhBNBNFXK@e5Fc7oC-ZddH1S~-kK-eSx>&jmSrt8pj0O6Pf~VP}pEnlh z6*6nYONHT>KCR2FaRpaZT*e~1N4ns>y2V5z+rt~<$c=;xU10}{lb^vg>6E`xOqhkh zSc|RTI@3&o+LPY6fv#N-^o>cdCzYs^@g9G9`b)En0K;}XjkNc{#r=7WacWTWYZ zzuYt__$}HYJ~}o&FnV~9#Umf#_KwPr=kSRd{5C#G0klaLhO%7@!{&GKdp>0F`&9Y7 zmdeR&(VWkGc2QrI7CwbPl(PI0D>=EYUy1pR4!`{(@;vS}9~1pBOoM(P4 zF|J+RSj>ssp50x3&`Uz~$`%^J6@;xDiuCxgVcx2yH1~p$Ih#HvFti%lCIv-d9yAF0hG|rpP02zj1al^=roRSfz%eTZEzs!CpPX!! z7Oz4||2qC#YE1EC8@5ZRhM|<93wtu%eo-MR`^_1A%;-63LrkRsS<)ae}LP$OfZJT#>433Y{Dd{()Iy)g508N(Kd^n|9^T$fB@%;5!^R}HbPXd0TdLDqHYraY#^nz?P41==v+Q)-=lT(TpBT-_J*PY3kEhdm*4>t} zat@{wDZ^w7;Ou|cb2*+ql$7)u%eg)GohNhrU@)hjPMS&b9Z07Q?&755u;Xyw#rbXG z#~6 z%UGqiuPRs(Q?5Zj8>|SZiXz`Bz#@M7v6W8+H(%uUBx0QXIJTd;hR4skub;s$ zfqTzOSMk(GV_Vu|Tbt?^u@q|#Zdt;!)HKyA`FewuW0L!?d%(x7!DjjJaWBpw82ku+ zX9<7c!I_IIw+5@1c{X~+HBS2yo~LZKk}6|LQ1O!768?llDuVpGzKGA3*sSWM+e}%< zW|ZZUTwTLo$pz7)yrPZ%)Pl_`Xv1~|9)-L6b^h6}zK#BK_2zL&;l-p_p%z_fZC;v!1PPEKZyCY+{Oaj8j}->e2D2oQ(wTA|sbyBs`ckGU zct|p*5H5dCwOQ|d1#hoa@W=`dZA7S)KOF6>U?e|l_1of;&E|j2G<1}9@_H0^FeBd0 zTzU|9@e{)Xgx}8lMczNe`%@Uev%Iczl`r6p_!qnh|Hh-yO?Zn4^Xldo2OVz}GrV8m z^$@RzaYQ`M`x6)v&+`+*XNdQCyiI(8$F5&uPWuLrLRat(kHEtoKaP4jaJT0k-Y0lZ zVAwOm&m&C4VjFIuTs!gC_#Bh&Q%tiC^ejHFTREb{5`(F1pZ}KkuP#gp_D#+iDL@K{saF&sG1u13jUE* zNTnWj;GamzFQU}hm+{Z2v!So>Z9O&9NR9m~KVv?@FHK)1w1t}5#Q9M)QFkA}zY_`& z=c}Y0WtDnCG~ho8RZ&az_%8`DoU?8*>h$c#*ND%30JsNnYuX9QD~rkwo~2!b=d8@! zGFi7>6`s*{*11?a>%=8uI0Y_5ixaz0;C67+AZf}mS=KymS^EaR*K#l8ayi6Va$X>^ zr|pVh+Ve2?ToLM8x`6`Sfbh|Bl5Rlwi*!X*U_eyhV@|oGk2!Q}BYRl<+9>H2QMZ<8 zZGmVli8{j8lBlf4)uMwecG7%1d52`=-07eP#T`{OJjZ)P+*wsa!?5~_o!qTCb=xaC zIpV<%(Z$<$+H|+a|4y4OH*PQf?OX0XZmLc1rpL|E=Wby_xz%LE-8O-WI70US+vB($ zJ12u{kapr)$56#v~MB(O~(O&?P1Bi6KpSGHhVt4XmGh(rQZ0#rn;OL7Sdn_b-90QHIQ zw|@6e&@a`|!q`#y?0@7J$8(b=XdV@`S-8C1Gt878734} zUNnq?tQ5FzTXN1Yc}12jZdt0K%YErS@hp=Wxn-(0&sL^yFDw^_?Wk?sR7^$FxHe%J zT0covv^xOC@KXC{WmePG)Zojt&eCFdU1ygeZt8&P#X_7Z~b@B)IS` z9YhRmB752ynjG~N$`DFA85-?*(^whPQ;MpUOwMrJ?L;W4;*ceD;Ua@K6Qwb{`;>y{ z!BaxnrJWQ~CE0Bk1Gqwd=$z;KHN~>VxjLuj%7jVyF_FYq@r;D0@hoNUe^H>KFC-Zj z4@NMF-Ojt@XKf#F3bR+DPWN0jJnl_F98Dh;ujmpC*JE4Id(d&B%~{}%Mhw!A0SPxS z$Z&SML!_xs78EUOD>ffo&G98s!~s0dAm^yfL~J9{YEqji^47>KpQ93pv{tIOHL{}G z^N}i})+7Bu-eg5q7aX65B@7|MP_H;WlOYfl$QqTPKWB0>fNIVq@3tJTYO>^=G2L$g z!`#EeCfkX;_d!l>J)fi|NMtWaw?U%R&sNX2w%^xU9l#`2=(3`f$ZLNkq712rx08(A zK24|JGyD+ypI%N}tPSEOUKCNAp;qFslL%-4uTr|CN3#=sqy3b%hj&Cfh}(F*0k1&` z;shQO`-!tXOWk7VVYuoR%3YCiHRmNv3%GfPKG&AHU$?HkcrYBzf&|y7Twp*I9Bb!77W)83fKcRh-B>7XC>7^ZFPq4k? z7c{olb*|&ckMy76Ga4h6X9(jc{i9V5mXMC&IAK&!B^(jlK)VFyccepLrZ&)etNmwm zd@uF_mnuKy@mR+Oy6M^Fkqsp7%I7#Mjt$< z&f*J_!X$f<#CdA(2@I2ztlE2?>=-4_J+v<6SRTPCjL{sCgy2BO_Y9%3xSaZ(Ti?348a;jBg3 y5V7zC7D<^l18*9|H1sqKET!=V%rq?6GxR2a5|(G+x3FSi)xsSMZ(4ZE!stIx+2ig2 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1$1.class new file mode 100644 index 0000000000000000000000000000000000000000..06148569b85a599e677e550705e31adbcc2f5652 GIT binary patch literal 4023 zcmb_f+gBS!9R6mL5E=pvST9(uQB#2cSz50Jyif`n8=#Vuim2@phOlL`i@O`ZJKm2E zKKSCZPd@lmJ+}37R9^MLKgs${vRo|NL#;iBote!1=9~F_zuWNV-#`Bb;Awm&Fl(6l zvg1^AqatnJ)60%48)My*o@Y9?K9V0%YlXtZIoI@Mu`zxA;%fD@pYfeDhHF@sv`UU+ zjdJ8o8*7Dq>+7i->%v=<6Sb$-DZ+LBfx zi#5CK^L$Sq4@Sp_gZ1^@aEq3+rjN53b$E@k@3_PLg^R|jp<9Ms(Tl!o+LfVawy}5J zWYn>FrJA9R;illKXKmA0@;ew)^A`!sIf1_aqE8%Afg{0=8|V~AlR(q3$wQwJSne)_ z8ARHvrt8>Mnn5obi&Akt?mAV)w=r+Ykjrjqa|3mUdS(RvxV6)UOQmV))hxwGsWjqN zyqh35Os%@l{a-)hC6q1)GG0K8z!SGdViGM#9)N~cfmp_%UIHC^-5`mBNGY*)flPOP zf1;CU#vKX7a7ZBPFPVg$3%%j(;X|M$Q+BE=mQ;Q%klycx0MYA37zG~b-m7-c z-YJ1x2=>3?`;?roRVJiwEEvAQ_z{Z&_lIYc95?2ceacu7rl$)WnEc3=pcbOauUt=9 zIhC+-jf9m`39B*A1qmw`4!>{066o0*+)Px=AD&tE^!)blv>!*8z+DyTk4{Zboh{`j z$Iche7SD`Lo*FwPaHu z&f1hcZkSfhl>&E$*=8n*NAXw!$MLv8q>vd%;>m`SJ|%FpfxA!EjAKwBb$!x{V|XWp z-5{65!OZnoSb*=Bx8itCAR*Ufx#mmO4T0yo=l1$ph?DJ3-9w>lpTuYaBcM5=vTD+; z#zTm^CFF5D--02$z(5Nurb`KqeMf!TWs}ZYR={3_|N^hH_8PnJK zMo{^B=o`%_CGZl?lI)C1Kp9mu1-gPO?&BE@+jvIZ!Xk@JWmodD0;OA`b8m$G%aQ_% z{~dNX%M!4~_BJ7&z8iV#>7WPIU2$?C!MJ;k(YR_@HEPt*iB?@zbwX2(Pz{(+m(?IbMb=FAOl(9w7na*@L$QwI9X?!&X2mxA zdTx)7Itw&KN5NtA&ls+$9(N_xFrP3Z9B|D>cNd;G+~T-^ZiN= zS)hQFrV0xClzJp_?LDq&u=ty=q3z$*`aXsh*WRbZ1R`~e_H6HEv}OA)qaz#ZzluA* z<03sxW#xqvz|gLW#yG`V;aI)P-9pT$efbJ*F=Gf|q7HidQl7JI{~c z1GeL6x`qsz;?Uy!FAU_F?cg=E?##t8q-F)1YdEqq-;h1U=_o$r)+3yV;5-I!0k5*J zvj3d@moV@Z`whyZDKS8!ox{s@HogwH?uL!oy7AhfsR*AA>W8NFFPBype|sFApEJJXWzb$44*L@#Y+&9^UfswuhJ5{sS2lXvzQp literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt$toParallelToolCallsRaw$1.class new file mode 100644 index 0000000000000000000000000000000000000000..3a027582610a0aa45e4c5576064d75a6268b6e67 GIT binary patch literal 3927 zcmcImZC4vb6n z`V0IIeyScV9D9zk=n%`}umDj~k5(^GdW&Ec8a^xf6<(k&!=rT3bac%SsAk#G3~np5P0Z`?)eA&o3 zq}^5~TxmF-%_gjZ-B{KHnlueUFRNlle9*<&Y*w4s%?)LOhIoH^Rb5vVT{Q|y#<4V` zFfvO2O|vsgt32n>9K*oV7!ZJ;;jFu3A0q;2WoV6ShUSbiEJV{@{^!QJW|>Bbysl)_ zJQuE=u*{Nhuezl3gIqAuJI_!#95#7*mfK}r*k8Yp{XOk<`f4OSTlA1_VM2SvcCBZ) zayU-~aRkA3NI1$6iKY&)h_nXLhE5qR2r>Ab70sqw@>Kmi%w#wc$(f}!or}n22p@Dl zhNGIXZWg(lISd!0dn31Z?-WDK1AA98j`5{(VTwEIvg)W5`z+7!vUl>wXk)DC&>Ee7 z8vV#kj0|8U`sJ#$5)-r%tIT5Y7lngL*I4hR9F=I@qnqIaz!wIiTq0ov!kuiu%48C-P#;&~=6~r)J6Uttv!26%l zOVINbhT`EE!h;{DQC@1|>%%8+Ocak3}?C;yvLdo~P&y_tX-v zC%mCKE8zwuwjue%eY-`aMkV7iZeoJ$QK@t>1R?@er_5>1S)7zJWIbY~ZgfM7t?c&a zK?@l2PY)aKBicOxIbQ!hM-{AEBAW|dqp&~D!vLlz*$mE?le%i#vs}w-xoV-NB!~(p z&EU3-X}l|#w_T>l&on}$xq>%4Ab>ea&~;TWlLK387sD{|^d^(NkAuRk`wVN*=hJF5 zVK;Re9x8))2e*Xji&PO@h7k@9;6sMC)O04Bm`;up`S0?65O?u$J3fLM#7Vp;_7n9= zYeQlfX1M0%k3Hsk9_KwQ2)Gr7glF+Ps6%P)A{dU zCVi8#*hwxp5?2k=xK}dEHnm%4-E-{26-=C=rP^dNj6NIp2JjgbAMfs%pZ&qY!BCxQq4FoqWlEv0v`Mr#uUeXDFSBBxU?Xxd{w{+eb+X@}So?Cbv% z9ephW+c@?cy)%46W4QJWU3h`sXqAg4q~kb27+W+eLB=tWL9|O?{z5tgW^xBTcl!Q7 z|F85ye?zrLbv)j`gCY8MdFmmqE|AbMz_#&51%Vyhxc?A07rMr_@%AHH?8CP-`XQY; zgYQV{BH2e-dx6sT8dO{-xqjFSbgW4-TcUMI_t;^aMvCSrj|5G)hNlU|Ppi6jF#8Zv z?Fie*P7jhJE)P~Pf1kcKyP><`hHl)c;?eG1Zb*{`%6wPDO**A;L#VHR-~m3UK>8g^ z53u|sZm5A90(Wsk$Tzw7{ZN8%3$ALN+_ z2;`fq?(+wF`tdowaxc|~A8AG+8-JpwO42C`u+uh8ytGI&XTUB}Z`XX9vY}nYeanHu5HYWcAK+|o` literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt.class b/tools/llm-bot/ai/koog/agents/core/agent/session/AIAgentLLMWriteSession_jvmKt.class new file mode 100644 index 0000000000000000000000000000000000000000..29c9b9bc0a7cb25f3b87d82fe2970483d25634e7 GIT binary patch literal 14841 zcmeHN3wRvWb^h_gV9 zWb_5-_tpM9J6HE{?wND`^PhX~%oA_kb3cGSQ6{j)h&7KTlcUYXsF_Gx%|pqQX_uQV z)3Rd8MDyDIwX$tsVDpYtENu?j)w{3UH@+#YK?nq|H1-+IaU(I>e94|G%^}u$1^gqi z#PGIcGA?lA%7OV#(=#xZOvhu1=9D=Sr|9NQ8zvJ&Y3kLp%2lYD*cVGB6XVpldC(X! zr3M>P$?_*#^lsZ~T9ff~bl_yod)B-is`fT+b7t&WGf%a9^CSrPdeeJj z)*3(j0%th}qCc8riL{wY81d%*L^>5qSg|2XgD$XWXspW8fxta03;Wn<*-tR0Vn#gnenYyx`AUmF7xSklPg@&%`8AIId3~Ik{=6z@m^+%L zKZVqL8kPcBh($UUpjx2I%?c{2=7=N>O9U!L&9oH1)f|mk>C^#%hLy9al;5`}fEv{5 z2;mHYbKTUiA0vN^hO-!=&ZL$=6=zeyFiB4}4^Rh6t;0Dw&c;$U=K`gl$dQ4hp0c>rx_FGVXl1d0->dSOO(9$`^( z7rJG?s6eE!1v4ZhEtwAl4ZWPt7#?P*xrCI|V-4O@iq$xu0g$tRZLSNbH9fI~QAztu zQ_sO`02gAtjy`OlnT(XV{;ElXygEntW{}O{fHcOqq!xvrg2-thz)pUB?)YCCp(z zeodf0H*qYnFF9s5+Yh%cnHVzC8;l`(_<)8%fyLv-m}yt9 z>AlI}jYeWPZd&yN$>iAN#Ox$6ZQ!;86Q)b|U2Y69;|XL^86<3ppUbda$2RP!@Zr6T z!hA&?CprP9V3+mlWw^YGxp>z}z{w0zq4Pc+n{kCen;S6a%6A%mgODS<*5?wVKnGDa zmoz8u=Z)iI?!k~G8UkIC$GUiOXiT7n(rmcwZyq+%W;!-*Hmf#{7{RCP4K4u=F%9lB;*;hjBXR|BdHz7B6Y1o)aJ`P}a03^j zd+d?h<(L3IjCR@ZI|6m?D`M^<%*{q>%uH$c2$uunEc3RqU-HH8;iEck#7)$}+;0v| zrkRQ_TKU#3=k~Y(d>p?o+305Om8P+g3gUAz0dq3>*p#9AES$k4s`?D~q4q$5_P0(C zN^EgVvL#n{Cr7uct;|g7P>Sqn^Fl5h9TLb@6d9>eCh!F=78NM1A4-l-#F;me3A%5t z5YzD4+_tAc9BTNy(qC?NxXe*3A+t4gn9QW1{c^XP3F47>^6KUd{OOq&^n3bqDbQ7_ z5W(JUTxwYt8fn92<2mb=G?QH2B+JcZMlQFP^U^*)V&`~}-g!;n$_ylM%h{p(aVM9) z3DX>27dI?xs~H=KaaBk>1n}o_?@)@r5ZLCnNH~>5Vjou2r;{__P#@OtmjXN8)5lzd zmpz@xbIkN?pcZgn(eY(`HHTTbRUdJ7&{lJ1FCEcvSGJEkHsu!jugH8OaU;FinAmKl zM#)pV=KyqnCZGz;OU{}NU?klmII80?j&WO{762}W%q~=1+s>MO1};eF1uHHPN{6_A zm`ury2RF^NF0?&)8)0 zb`Z%sLL#~R?`(C}(3d-Y_3=$($q;{3$73=AYYV|w8P!Rrg=~J7dqWOiD+)T5;-~p_ zkvSeq&mbd#o85WnR5&ifMefXzY0aL<<<3#(Ap9O7R`<%JC6mls#oK%xno-yNVVLqV z3Q4d!%e~CDCHrL4j$P+?%3o<(E0T)|Kc13IE%!&+!_ub(tofS6$ziU*sjrVETCo9nVVq7e=^R+SRD=aGioHWw{!ZA*43L1v;HETPD%)U4b)QN9Ka)_ID!$=0oA< z&SHpZ!M?=xi527g;{QWrxpMu1w<8WD+s_sXvYpxB2ReQzqv7n?_*w$cXMaro#j|qH za9D^}k00#Sj~~=MOFV^d!Aji|l%4z@)zRbkvcj(h1j|{i)vRKBjlZg>%CphaB9{96 z#}5WQOGJaG#Ty9(i?U6{8y~vCU$Y_T%hqVKbdFR9{WXCqzh6`pEfFnxOUY7or;v>g z-RAQIOKUC)25QQy^s3CQa%NSw#GPPcT^HX{l6NtqoS$ zZ7mBjLKe;tvTzO|mjoBN>r^h`hu@Ux?a8$ zaWs>8f%OXu-PTAU;_eWb--X9&Ed4F_w@=@i}wb}QM z7W>}Wt?rSQ?wp?$X!M46z}a*_8$BS6-qh+8X?DA=gYMA7VdaaCwp^KpcWS#@R4t9A zOdk&0B|f4(s;j+;k8Rh|`k4}?wkmgZE2*k19bnhe{!(hI)Qb*iYR}epNojU{q@DGV zh@7~!m43)PMwcvSbnaAtI8&)VoCl-rZ3U(Eo#|=+_55C;XkBuc>`^wDHipJ{(6LRv zaOO+$0j_bkOpfm{Q%+6QK$2&S+YNpkz#dLz$zW`hFI^@j0R{RK2{WY*l}w)f={6y3 zh)Hn^-PnQW7+WWKo@?=K7l(Z0r z2SqX^Ll1^f3?DqgLl%7#8jrMqmm8`|j-sNms*=CnzDB`+!3uE{i?=i!#+iq)>^PQ3 zi@Y7hp`xhoUaZ)81dYeBI;wd){2|{lgax7{p^{_h6u1TF$P)Q2s)zIk(Ra(#k3(8W zKZdm)?6_m(Psk zVjMRi#j?e^eOQdo;A8j`-oMD}E?$ROe=nBcDb$E!%6LCNYI!fJI4%L55?YbO1pMem z2d<(dpDI~M(^so-F(%nsjC1)eb{|`dC_8|wSy#fDDzG01IJO+mQ0@f1Uc&>2-(;O! zg1wAua4qk$6vPMk&6JO24>V%pgE(ko!gHAOR1h20-j1S%XfeDUzC1k8EyX!R*v^US zd59?Wb_AraB_hf~Wm!b9B)wW5Dt8c38Y<5rqLhfZ172c+IP&h0_>lsLA4fo^EJ*>S zA@=Qy2D}|*p#UKf(rjFC^illwaa?y8zkAEn6QNRx5hb#3=VS2Qfh9X=_5x6m&t%FU z2^Mfv(S0bA==3%XhKg5H^2ZM26Ggn`ko0MkP7%iCHc~WvPQ#xOK_OR6U8G^%6pbDz z&^r%dQ)ntEG}}!Akp6oO!Sjj73wZUjY8$WZ8VrTa4XC8oR}oVmC+cp-3VZ@l{4vIe zmjFwZ1jnM!)iP1kG z3UyWbLt?a)^9(4AmY|;BXMBpSeo70H7A8=}*%si_#AASC{!?MpN9|rAb`KDD8h(a9 zB1VZiv4FZx$dD7&9Hnr}lESU3yOnxN4y&g0+t}a6@`s4!+v!2YZ;T|L;=N@Ve*2>2 zw>1rC9L1OJ#g}(BiX-^iaol|r_ejTjl;L!WEoUGu#ejPF28t-hBBEzPh0!wnHSUv9 zgk`uB_j4^OOAoNs<0$ckU2QS#o4aa$7~H!Xd{% zs3J#>flRtobSQa|B7n2p0mM#91UJB6Y4fpC}R7b%&FYy6<|S`SN1sfNY+5T-B}r@Y!#q3n>S$-` zm9$pE`N|Znm2>u>qO~&W`MjbvjoLo0XwA=L{~bkZK5DR7@rZ_>Gc`X?5c>FZujAW_ z>R!cJ_&YKR*+Nuuj7@r#Tq@irS%!5_Gi^)Kt5m_9A-yLVPcPs_n{Pb#IH0XvRHWI2 zv*t8>3&D3cG<^z#)9_39ohpK-buEbDJwyPwu+W&0bl%S<9+%@7BE-T4#PDUr^9{uF zM_9g*bvH4?+)X?m;r$U_-{N(G_0JIpKcVM;$?=BaSqom0vNxn~!d>)M$@dvL^I4MbA(HQPq`v1!zTYAFUiU7NuUrAxMlAo+fu@$dck5Bzi&gvH~RS9hV-La~MW zE&P{-Yb^vVe89p7E&R;FtrmW+{vWh(yM_BK{KCSW79LQQ53Aq*w(w00uUUA?!qXOB fvhY7b9w?VngDLJuxDOW=H^>3j`B}G<*Vg|9N!Z|K literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/annotation/InternalAgentsApi.class b/tools/llm-bot/ai/koog/agents/core/annotation/InternalAgentsApi.class new file mode 100644 index 0000000000000000000000000000000000000000..cd4af08b4f2c46c3f9220ca1a9f0d7e95a1cb60b GIT binary patch literal 610 zcmb7A$xZ@65Pj7MgX0D+h~jqQrh{CKF_>sF2`<6q;;F?BX&8HyX^7sq`73^d2SYsi zQN|iKOf)fGs;cW%y?XtgUmhL-Y+{K}lGjFQ28QrkR;@)t`YkUwwUhm0e{YA7{XDy;th|s`GAb^+3HCw6 zf#LuHwYYzy<5!8Ri***(@42qX3s+aP~a#qj|I+KT%{QsR&X(bQ6w>ThJ=rC9}_+@$a2P{k10%_fg;Qx$9RO<2>A$e LSY(nE6F9&t1t_E) literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentBuilderDslMarker.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentBuilderDslMarker.class new file mode 100644 index 0000000000000000000000000000000000000000..ec5ef92dcfa5379732f58188bba77a50167ab30b GIT binary patch literal 614 zcmbVJO>a^`6g_t+y!x<6TU)8v>Z&`P+D&7crh&93F99|9v0*j9gbZ(ZFL^T%-Ldnp z_#0d_q|5%OruT&k3!9j@xnJkrbMKtFx&3_w;0yR z@0jqe^`CO`DZIJ7_=MN_ClD%4<@CMoZ(>gfKc|zduiqQX=w4^SnvC@~<4n)$mAsBn zzsI6v`WJf0r(%tlmGal3fI3@&=Xk;XoTGKd9%+Oq<1vcZ=%Nsz65&aNDmK|;E5bIO Yc0mq1*k#<|nM2KC5Bp3~VuAp;1FICINdN!< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilder.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilder.class new file mode 100644 index 0000000000000000000000000000000000000000..d63c5a83da5d996d747108df7ea95cee484f5c2e GIT binary patch literal 2638 zcmbtWTXWk)6#iDeD{iV9=iY?epo!B&Zd#zksc8}#;$jkLLIx%e%-R;N5?ktMWdm;+ zehN=K!VI(w%rKce@_Tsh^sJ>^Y%8RpFMG6S&-u<}zunb8FaP`-zylN+7P+Y(*mhOt zRl{&9BACCQ>Thd z_lNVvE$_4!l=2$=7BTcP^p&3)D3F@7Lcr^`^Bs38-hCq}ZVOYgwLR1%g*wN|ZyQ$Gqx8D}b(er| zVMYSaGJF|)`hq%jn%HId9!KX?jN>*#ni4vrwST=PaTB8|@lIzDfqZ%W&Ue${^7GGd zAyGSEK6UNI}9(54u@4`P*Ih5$dmMabm*(X zgGYy%aQx^{V9w zYh>Bj@lVlkJgy}kr!{rB<$YqpvXPDcC*v1-es%m~n7n0j$3I7VWcrH?z3p!W!?m{K zL+?aq{}|>k-J^4F7j<$W&_0M&@@*!E9`C%&d*`LE`{7vT6aO(7rRm9zVsF0(Z{Mhw@Bre$n4>LtV3;bg;*D%xdU+vSca=e}~f6YKPzZUa@f z?S@k})=ddCk3J2 zE_Lk>yp?%@{>0(6V zRzN0?-D$WmX$jyjjDMZ^4MWfIt|ut+{4ccP1x+DL-xD-W62=r2G|>v2^t}DRUU_5Z z%hOgU+5%b0;&hTSS|sxv*)wq23HX(GfDs=s7s( vy#n6H2PAR7fDf^>2PTli@*a``BLWWu@&X?TJQP?FQaK30*?75_a+_Sj=#j3H@6+C&94vgJh<1ZZrBVjH;#yZ|z^KwCPJ1~GUv<7!3* z+O#1J-S@qrYr4?WexjUU(&nV~IsMl5^ke>i^redhQ>BQ%kJdy$OTt9e)@8Pk-V>4H@Wi4)MRz5zTxuR!X&It^@ z8!IRX2s~5S(ZUi6+6CIj4a;y33%uIbRO5&DT+Jjc#MRbYm~5>7tPrn1t`_5)9o5Xp z3p94#rZZEP^d&9+U`w^|=9ZutY9@TBDy)SaC~V#TleTT@nne`{>Sk-G*qYUU^EOfo z`UvgrWy6V#2poA_#01fWU?+UoMy`>JX=fJ&!qr2y!ch?0(Ia>55Qy}ps^l%qNtJ`> zz)lry*d-8<$_varrs^BR6mMr|q^M_gV_7c>bVV2{mP}pV^1Ac1Qcz%dL@nt zJlEIg?Ec0nf#D{Hmu9Pl#-nc=3?ajn;6L0bx;_SO zw5mXVW60yliiYJFStrh&mF@{w!LY!SdEK3wKRthDAvKr0m_Cy}nVdVCJSwoOuZi`7 z7(qfs9Qy>?Of93EJVPpo=W#%S>!85)iulvIQ!-sC5oR46{_!Y0hTO zBIZUhrs4&R3-mU+E{G@&OEDi3c)r;k-72;ynD9K32x6+tiRV1rjMKwMa0Sx>Q5tdD zE?(7&xpGRHB9?8ZoRG_Iy(rx(u!mNCaNHaV;uumYK8)kM;AM~t9B*QMl@9ZUs^XoOau*mxz|89P0f;>MpmaSxy;u0%H*)qD6)- z879l5p?4EHA_*CVjmV`)c{Baa_$+U+K+n1v%Xw4*WA;nU3y&>N*a*|=ov4}EiPu+# zV@+Tzu=0rFH&;7b2yaoy)O%sPWm(!pahX{=RfaLfz(vqt%K6Z&VM~ zqC$D}Cq~0_pem__L0Z&`ji8hdh#ggCb@hO+uq-pYkEw4_cKme2H81ls)%$XE&cy1C z9(DDG>U+wk`a1kx%c<2HyE}RVy}o0<5wR!G!5JSL(c|CO-V@mE8);+PzT0=qe@vB( z=-{q#&9bfQ1-s<%xzSsn_p2Aad*dUEd+J_;0-3(*30fGQcdJ=EeRxC=r9Z$A1!DDr zSaMX}nRcm|)xDA`dCk>Xh1eGD+O{mSh7j5G?8Hg6F-)#VHkO#=8FctFak1u{SZ87&$PSP!k9C?i)>v99&o2JG~nFpJ`8Z z4!y89QC1>JEOn-hyrsEb=@po=b1X!9XKZG@vs%&6GN!&DKa4(1j@iXoZK*QeKEodl z=1PT(UaZUnQ{4@8O7~ zc*+wXdy=)!n+st#S(SyVTw%E8ev0t9XopIgcizPQ(azW#IP?d}27mLuQb~}Sj|l$V z8h8^glH|xLCTH0u=lJPf!HL14m{jgaEN~Bp{)G7e&V@Q}V`r%IPL*749azPw(Ew+9 zN89`d+e3jBoVkURY(F}x_z!l3+6F^PEEXc0BeAv(ympfp_mHT}k&G%V&#&O)uc0Fp z_#Ha$B1;)}-hzIvH-8^j{z|R=_&LA-LgyMHP!;$TIGm9GyxzVw8muy}U~+v$aCwbh zYqDnzJJ+Wb7M6^*l3966$L6)Npf$Rx#;a}<)(DtQ3*HWLJGDlAYHOZuW%Yl-{xHGh zCrA#^I}29h8~C5_|3B|4s#oefSMNMLL1sV^@XlHa<|H z+aYs)1>{+tUS62!TkxHefRX?q$ghqDLIL9bNGL#TB}0L`cxeTnyF=1?=tpbNkK$z> zN=R0?LD3SrQM^(I{Zh{a1<#U3-mc?3qP$(*F#>aPaA*~;uHXxs`FGd&cay(75O>u0 zcay&~nnHuqQCyW$!Atl$zX86JepI=3e*B6vJ{s-UJiz}mi(YJ%ydFNeZ_10CG7Aw1 zy3B|7(LK*Nw0!sid?~y?g+18obt5T4@;P=LMEM_mUbo*N*asZOy+H><_%h-7l?(8v z@Kuth7)8F8!q@SQ6uyaXUEmKX_%^@XP8UI~L_Sj>^vE8IpDWoD1l_M{*ohCH4YvMREQQ{>;P9RNb7)cX(;?a!J zj2s6F1X5@z`%c*@6gWI^(jKyuu=oWYcM^&ZSQilI@y?C0W^J*RXUad3mLnG~_l*Gn1LJv#eYB8LgPj zYhyKPNph)da(>w(>06l7uhiRKWj!%AF*b8qThWrHW)+h2*~@y)<(xqO zdvSzqCo@x@%ZE-W;Cw!nLtcf4S2bw~o&kq^fvU|k1ZakE97UP6g zchPWSLjp%1k^5K}9SFB0fF0x-%bIp>Ng!G?su`BT*oiK=t6Lz}o34>JaVb>}qYaO# zXu&RlkW^k^?h#er~;1uQ&3=sVXfFpdNrL1Jl)$E z>;sKc0)sxrOSi3O$m4ppT$t5eEw8y66N$Jau)8r44=%Y}GlR_KIr+(RWXKNKp}T@J zGTwsL1as~xdqw_oUd|tsIe)N{^9O07KFG8&Sk3u^jiTz0QErz{6nw-B!*Cdr6;8(lCj2-(c-B@xU&ZOfX}feqE9EO0a*Eis9YcaQ zRtf7x8CHRP^y=2Rk_UPkA61dU2_EPQs0B{?IIPh_jWfP6Jc&~sP%y)D(($bo02drNE3`q`*(gL`4w2h>HSG-7f^vrl}V+Gvl&MO0DK}uZmEh z2_$oxX+~W;8ZQyEMLizP>MWu3XuRV5c=U?lE=JcgPaAk>Hvl*z&s3qBBy|;8Fhd;n zwRJm)GQG6gUXerx$TWK~W~>l4zRc^VI{0em4cVVTLQo!|>{L74Ot!o5m?KG^r*Gblwf@3}a7I^0&#c!@{wh`W>Y^itq z_*QkOkM0tk?J9E^UE5Jj1ZP=5Dqxg%)bx=v-dR{}#}!-+<4L?3*#h8a`Tr2%Dymq@MQOJ#i78Rnqf`Kk%xa)G?b<_NlhHGMRC}OP5El* zt}(1D00PAod9MfLNALn%lARzUvg+OUyc+{~Mrm^GT9>+ZO$|H|Py=m2ujSO*wLNV; zp`O5rz>wG%YU50Rjpz!Fw04E|1cqAJw(bd>2%b7^-Ca~z$;?aq{y zGgMS^KJ$fKMBe-!8xC3q;P8`RXs~=M2Z7+)2x_c|Q{vI^fMku!pQFLRGFXb#p&O1YSTZ zRRZ3d0(j{NDa*K_eS3xjFDtw4M%6$PR;Stc?;?OfrM0UA`!ZY zL+@ZVg!2*gcX%wK-l&nwt$k~l9}RJ)XS5}FxHS^Gh0N;+zm4-;_&ri`;)PKqc(^Un z(jQS02_bp5Y~a~Vp4>|sk0VCg@8ZStk@nm86q($(i|qNH{B0EeL4AYxIlq5J+dah4 zp&+2()12`Byza<7`l`C1;Aq{F;QBr6tzT3yuRswb^7h_CytZ21SDRPs=b4GU`3l3% zjY}0)T$;Z}9)23)7hD)*gn}&K4k3pHwg&Pj;WEC#_75E2Vtbq8f3p1-#}XGWV+R2l zM=ur`!;5r4rFR`qReOgJA*XS2Hi(YPSR#_HQ`buGHR8zRszNDyQ6!k#DDwy`_FBpR z-74aGsi93efwwqcq5BiDSfT5d_dMlGFz0wI>44U*PFJiZR`I6gcQ{uP1oP%8w9_h!&m6?4=_A?9eO@`0f96=n8rTrzrgo6I| zy|xzz9HzB|gFbwPsC?xDf@!>(##bfnYiWE9Ur!VH-}I=zg>PSg;@~?DmK=Q7!S@{W XI#_gga(+wMorJ@W`1`R({rZ0a{UpVn literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentEdgeBuilderIntermediate.class new file mode 100644 index 0000000000000000000000000000000000000000..cd2ebd6b82ea2de1721793a42c95d3540d9de8e5 GIT binary patch literal 5425 zcmdT|?Nbv+82{}hBxj6zoPY?56i^|67tvZYF%?iW7SSqFEmgcEXFN&noZE{p{m@~i zANryHML+dpJ5$F_o#`-s>>tqSU(@NcxdifZ31Fw4c82WU?mqi_UiaC3`0dYMeg$w5 z2180WwKdz$YkJ8)S#K(BxrS3Ta;EMYVK9a- zlW8k!7fmaFv*bQ2xfd3m>d$qppj&zEX6C7pbrZFFS`yJh-X@f^Gxm7*k|bkG^_ESfb}w9Vsm`v67-6&*H#ynH0$H2f|I)1*ZO$8(?Kasc?PQe^ zMU`E0P0Qe#*kD>EU6`l^Bcd#D?dG#G$vA;-#hVv9WQJ5?yg3?D!q6CAu${d2)NnJ7 zZju{x%d*`vKdvp>?qaD>NHEBc9lI!8E+fJ)P-78O@U!%SMvNT-Fta?2C_{JliIH8a zAl%X&y=V|2!^zQRNor>92#`EU7R7!Xh+rQSici<}c&iM(k8S6L?&Lh(=Ir7#o0~#+ z8C?v4QL!_Go(MW{h+(RYZ(7826cHTW0||XmsNUBRhQX?HS_N$sT^JDCjxhw?CnjgO z4NNjC~vs)71NJ+NoQ3g9fq@`W4`ch&nm;!_t@rlu*ktA+EUps^@7d64~OPc zN0B0QZ{h5EmP5p{CM5lG3d0}U5+&Ohw9P?oJjYd0{)uB;b5bgIMT(+iuWeDH$d!)) zLuRxpL91BxkDT2ECeyZK(jr@V;n~KTA}uy$upOkvt&45ewhM-CwM=@xUf#L#$wq(s z3EU9R!bummH*{ysaAn%=2Ipc?LCW0xPt-oP>j&m62M3xUnDBn&~{JT}F89BxtB^Qks z%|Ybz&Px5qf_TYS@P99m{n`7(^4|@>8h?oZOh)K=Od{omdfomItd7_OevU7eJbiq8X7=18Jpq5%V2qxqMn7{%!;cbZAc#(F9u^-2** z4n)K#LVw^ zgQ_&Wu^tc6RG6m3P!bC?b4ro>VloqR@koVGRn+}zM3u`!7LUgFsv$Ml%i_WKo_F7c zg7Q9P|MiDTcVAa^gFq}}OiS^N^{J%N(>J{ddQk10X0$IVA5vwxR}ISY=;11UysrUW zlKZc{`zA>Al5*twUFB#UmumxMmV(PrP!1>qQZ~5-n(_d zSSDxm1?2;ZLNpBqt0(CslGH9OSV16{DqX}yRSv%UK18owDL2KizrOThP@6L_!@j!W ziisFgtFgFM|1q3vbAa2t9crHGt*#k{Az$p;DvC}+PgSbT%4LxX7+MHg)Kf)51savz zbWv3aue@{(s(x&%s>jl+XJSLQZ&IZ@%X`gFdawEJ<{SIe8o}?mW9BX0Er}O@|LqbL zgGD24JvX_TDHt?Nd1X%b??vUoKO!^JE?Y48+(J^*!XMo z$0lCmXl(K|27e?<39Hohkc2AEQ-1;dNMI029H;RkT8nvz_y9vRBJ8pj6t48;$t=Ev zgn^1?GIUx!7^tY`Dd@GG7{*9NSdG>NOh@b|^#4E~o-9HmkQ|Swjd}zX-k#l#*XiF$ zy!`-=HUcJE0-kID9L1QAgoBNM$(Dez2EcJlkbQ-J^5koY`r&akPCj`H>Ap~&en;P8 z>V9mTy}^eY_~;GJZ?O~33E?`K{S*2(zycZl29D8K7^ugC+jPz_G;##1IARhRq7eo? zMSX3!2?vFR`9Q zn;f?|A{>V~RE{o=PdRRL+~HW_2yuithB-z!PH>EJjByNbjB{ulcR7|hJ}V>KzY)NFas8i32GR5=w7EC`4c+#w%0OhYr(+ z{)#^JsgLPQ(`4G24#Ptq`qF>Y=~+nz6N6ha9glaVv%BYf=R0T5(Vu_+`a6Kzm}eL; zY<%#`GnJw(P*@vwYK-+t@11lXYO!*k|Qvsy>ApIEB z_Yub+GxY8QNeoejXu)=DZ;)ZUyR_tbW!up!){8PRpg)>=wPNL)OBYv{^%qsg^laDR z`e^ucIo~tQ@YnyTv5;-To9Q~9wdU1`yBE9)((~Dnyll-6$_%&a*^b3^vCnp@h5%p4 zZqwV_7~w(RqjM#qW<_kOtf2F|;upF<)BdQmEpIQ8AV++Q`t=-3X;lGAWcS5VQnTw8wD>8bh4i z+p?czh*@ivS@j4^iXqZ1HY@0eqXowpQZ-t320eiUI$I&(cmm1b=_JGH+UC8Yo$l=khZL6- z`iq(V8|w`se@We1kmHitMrWc*s$*k4BP$#0Dx-<1(m+yEwKh%GqzB9&rJS6L43BD2 zwIwa(qBO_+Ijbt^9>w32i;JB%HrBPcrudI6cR-73atF&La;=*`L?z`Qjk40F9(tHm zkEVSC;($2Ea`J=JL|dT$`R2E>I6z*I$Tw9ly1q}V;aTCZI+0e}3A*-t^SgdB(MBfH zvT|5Wo|Tm&YHIVxXosM6fG)1zaH%;49hYJE=2KtA>N-4yZ{S1jyH?AC?KaAAt%;^4 zxmj1N_sB~^NjY`0W^-iCv#1}rPR+RA{22}eA5>ZKK}7|!@iVG_$z$l8s8TCkwu;WG z&F#6eHMHFssUc3<3y$Gcg$DT^eSt9?Dp3a>t1i!3l_`VvGiW8(G|JOP#TM_O@cjFF zw|e6a0|zHP!(4i7tc1tnlWw(QTBEj5d@R&4-GB^ds6Mn13-sv(O|(3Eo~7#*rTGBO znrMCvGU{=3?o(Qq@X?O_)UeS_a-mZ}D}=oc+ny`#Fs%(xV|wb0__dlhqScnbY`!)-r)coWpr~Bi$i-@gy)y zzDyvEgh=D~l4OS?p=*JI!PqVeJ{=KY@6$|~f%eSL$jtl!`Smlc_Z@WhnuHM;G!i?- z7%o9z6ifjPrRtwtP(BGO^2i zKVno4{SYxx=R=}rLO7kj;pR-{7v#x@6ZAht|Fdr~xPiOE3&}^Grp-Vf@tCDp^%H+O zeMIGmy}mkcIz#J0w6E7kTOA_PLj*(6rqe8#Xd$!rwv7bz1R)FPX$ck9!V0-jx5Jjj+uV|3D#(y literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt$forwardTo$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt$forwardTo$1.class new file mode 100644 index 0000000000000000000000000000000000000000..e1c433dc8032f1e501010edf4a31c120d720306f GIT binary patch literal 3247 zcmbVO+jkR182`;CP1+FBQUOUth!E&K+foE1rP50(3u%H)TdY-albxp9Y>uUvo7^bP)*Q$=J2UydneYDlX8!s2&%XfNfyZ!H)#Zw1m1VWe zP1li2md$0&G327B8ydIed1YR3a+byy8l(qqa@(?>sJ6CdC8xt+j3HaGTthd-am#ac zlRNV6URBmjm)oXl$OX@-aZ}5x)uN`RTf4=UZO<&Zx@9`@a&t8^oAooQZXhWjkx$*0 zS&NOo3#!A@Yl>O2s=8Uudv48h+gc9UB)03OrwWC$lfG)mdc%?PwfdIvqcZ2xbLs4^ zx~Iy9YL?}EahI1|qA^UoO9a9QGF)h$I3@~Vgcw4zx~aQ!43|e*K|98s^ymh|PPbjh zIQ=dOCvSzSI3uRX&_3a%yrsG2AGe z;lvZ&-AS~u*Na<6+$o4)mkAm|_w5L7f{GzT&5&9VLpUkq8ng;E1Ty?I;){f?ZLTvm zJ|%j%(WQMd%JAYn)gSGMU6dcwaJqL{AEQNN`yx~W3)BIc1-DM^F$^l)UL{vpo6jv~ z2<$DJ1T!7QGQQ|T2KS;E#0TR1eFmvE&2Z!WG9XT06T=L{eV>x{$+w;46N#6Hul0?*9dlyT_lS?N8LixUcTp4Pc9m;7buX%F9lLa? zF4DV9G)#*c*oJEBYSG|pVj!;ydf8Ondgnb!J+D+*QEN?Jf0o{8Ij>sec9RlSOq1J- zhUz$+uBZNtSu!k#S{l{Jj-@d~3YKS=__8i!$5%ZHMU`*pj!w$vP1B;LDxPteq8jU= z;tA6XaYXAw*2GYJv3dFvG}KN|ZT!@trW`dw{I_3`xhD@+n^dgV1{HYfJ+>GRjPxjFdR zK4$->9RXN01|gk4g&M75b(u?K`VtwwRJSQXv@2x#9Wq-ucB^S!g627*5vl~jh$pOC zr`5#kCL zfpf5F3}OeBrtSb7qDYh?mu8Jtrzt&W93p(UB~FMTE`}j7eB@B7&O7)Rk4X4eTL>uF nRPeQeEqtTkTYRVBF}~lTClOQ>w-9nra-ccj4z?YvIJom4<}s1z literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeBuilderKt.class new file mode 100644 index 0000000000000000000000000000000000000000..b73945bf6f5beab22207ca2e35ccd9607cdb5a35 GIT binary patch literal 2048 zcmbtU-ER{|5dZDju^r=pb0y@1LLs;%ae#9I{o;&E2n9|xp=zv1C{Js9<7|B1L$`Zr z`<6HUld6w>qbgEm@z_7A>YVKWPAnRWhn?N|*qNP~-|RpC{`EJ2dnhy9;nHabLCfJS zp^SDKK`5N2_MLhp{iX<=b#Fb^Yz9s7pfCEtq`?^S`}}}AK36U0S$$tLNSa`n+zrB? zdDyH448JW^M|tl>a>%DNzYe+QTDariSRQ$0L<-+GTSqB)%80NdnvxsgGWK2BQ;nb_ zRqI(~UPR_@^>}VBDOv#;cxtr1GJdY*Vr@9ATNyw7a&72kZn5HiY(dJ$pLK#C4q0&- z?)`5Q;_BBzt~3Fp!;K8oL+wB1VOxZB|5`N&Th6{P^^i-Y9j;VhdRE%m49sTa`(%|W zn?0#38DtqQw*%u#AFPAx6QwIxwt_MBfMh8HVYjs85CAO>Q^=%<3E@=x4NI z!eRmj)+YHcGUiHjYOXTub`R}r_b_YCSy?MXtG_Qi&UX(N&f7`bdSbmt6D78o%ybX) z7Huq_DCTS{ljs|il56?=#6qseC1QCg`Q**Z{Pb_N4MTE+;7<*x60|m>PF;jGUiV32SAz!kw|OXIejuFOk}bte z6nmWiDIy$p#J1FuEY{zRH^aq&&Qk{?w1wl^w{tw?BX~+@er4Y|FWm+Im1;f5=U-HyGS9wqO(PzzNS4ze1`UK2IooIzoj*0 zks@aLG=aNx&Js6EJ1_^AsD-tjllvsUMh_|MAmQP24_|n=jwL!`*+UU4J75|&aB~M~ SjR}og8jeOuV^PD_Sp5&7>sp%t literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeDelegate.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentNodeDelegate.class new file mode 100644 index 0000000000000000000000000000000000000000..531b039b21929bc0285702e13bae34a8fa6f9d4e GIT binary patch literal 3274 zcmdT`TT|Os5dMyQk&z7%E~H>mLK3IJ#zeMrDZ!M~B+xh*hhpkn=q0jI9AP6fmdvDY zOdt9~`qamErb*LIr^E1)nf{Ibi#{~nBg?J{A~SUQ(iutTy5HITcK57)|Ld3E0DOoF z!xdFmYK=x!QLCC^nM$S6)RaxLu9RDPeN$^H*<6;d6dIe_ZLO|VRZA1W7#8Pp#!kzc z&2Oo@s!~^ts&cQqrB$rVy_V&^Fn@F}gZ!qv2rq+wPB(OGo*_5cBUH4Sx>3#KPoVQc z+l)-C#PI09!J1pQEzhjC4b9Bk;L&`eSyi?)tK3v|!&FqmXjrPHH>h7|)$3}xu4Nc5 zylq><;yY*@U)dL7JjMo}gT{o1i-EBoTEUjs%btPwTK1{u0is)w;t~}K$wL%+Y zRc)%<8f|2_)N8imqobt8N+FzrEMWkH44z3o_TwE1J`6E<4MJlGAC(K?G~VrlfDwkP z|Hd;R1QFo?V|0x5R5ux}odl;7l|);hs#ztq-XcvOyBY0}*wmiXDNvQ=)n;QyYg%7r zVy*|;DWOpC>(*Djd9a|G+?Cczj+l#6n4I{OqoGDd?l@WpaGpDcB84G+V(3f=QC#G_ zzt1po95W&&8APJBVEcb)GUgTmaZCjfLxS`;d1{KdOh=fVBZhlfbrPP(ViG9{3epTd z`)ZuUBfm$q|@xJA+}SDd%e z=Y}%aF#%k6f5FK~KJ(*F%WFajiJqs7Z0ofbzjeZM zRlGy{p^{K+w3-zv)a6!n@tLJjacCIi58rP4R{XWNl3kTt5v66j!btJrM5nhTO--aG z+;_Vr-Z2r_xu6LxJ@G`XX{5j81pOi9muPL-lHz$Obs?2VC1+++)JxB%k~gIIqQo$^ z)}qUJTgw@{x~Wq^&Hhtl8TyKP)ljV#XU%)dz7|jAbwew(w#!;`oflx9gN=$>FR4wP zkDbZro4DQTdFX)tqNP@9E9#CTCbijK(mC*u8}$sM4s_{=!Z=5FuaC09gD|h5APKZJ3uu+VP0`0&aKLBzsI(cXw^EyT;`NlJ`R-)D0SaNn@UI!-;U{CBpHaFdUzH zj?sAHInMlGZ~u(GVR%WX1PS-)C*T2wsQ)?5Pqc;c9>!@zFpi?U*Q;ItU(jklKbz~o z2nZO&Spx9ddi+5^BF$wJ;R{@kA93jwF2|`oQ<$Fh&iXyqeWP9)jy`+^>3-s8Of$T| zl~Mon3w-b#m$<~km&kliARaOcNJDsy1Vj;n2%m_U2!$R-V?IOuTdzq;Pj{VUxUJ)) zh#wmIQ6+1(F-C2Q-ZZ^4*s|@uN{$&L7Ut+D*@qEw&OAB8OVZgc7g^lIM`S9WJ5O)N zRp+|y;3T;4;&XiJ!DHGW;8Up7{;yLLW!qGSC8F!&4R~_6lS3|tyI7_c`5abI*Z?ze z533s(G%;@C6BBDDiY89m-=K+z3BO4{1BjZqXyUAinTGnhroz+aoPNc1ZmdMyfV!Egs8Lf~QNDj!A(`rFA49ys~ zGTNZG)PA7dbW^hvm*#T`-E_2qsTzq?(avjT zW=zdZXVktDwIrD-nrTP3OgnMhe>>RkuP>Cd8!B;5rLDZS!lF#zkY!SGQI*{Kd&V|0 zvt*xVP5)%l%om-$$%&#P$7B4BT~g=OgrS|V z=LG)!|I)A0Bfg6^&~g*5f4B&z*QMcG+ogwe)$malcxoNY*YQ*s4G3?6f<}Q_H=zU$ zuES~#_l2<)5y@s7qldaNY6Y4rV>XQK*dgh53bc15H$ac3hEb1}5NgpX5OC&nTi|q6 z^&Y)wFpV18(^f8TXfj&`q8q6t(5Rd9R#x*XiNL;&N?SWCrvz%o+It1!RU|x6qK38U z;_NBSQ8TKeQb92z(B?-S`VaZ3HUpil8DHMcD(4q!eDOW;8 zqR zRmhS-N0k_mE-IZGeN{0S!f*oyF%m}9OQeqq^scQ-^>hs)DG<~av~grld?-Ulq8QsE#(Wkk<0D!US=a@Kfh;HAna#jP{hwms#>VkB>`OE(nYc z&1vau-eNAI9evEo6)@A9z{K$Qbs%~kJckm(H-^GHR(IW;S*2B**K&K%!tN2Lw|*UNLr=fY|=XJtlJGh=9W z`>sSrL1b!#1_ z1)eQew4}i%qHMK$%Vqj(q^L|Y>+I^9;;(yW*K7#qFelJgO=$U>;Zx|C48@4EH0+oZ|<$^YpP z@+b%-(sXdtv7-A6Z1;28{^+#EGO9)QdjYUNdYJ(lT`Ac0;F%bbho09#^K4kj49^aM zqgBz{tbR=3cBzX&L6Oy_2k{xULFt0VtQVLpN2`QQpAP|^&c((m9c8?nz zJEi+h;w&3XcAK&R+Y;gd`vQ;MdDSS=qB;+Cf%Bz9>^Z=(4wWt|rk zm0iBXYqfU?$@91>A$gIVmG38sRuEqns85ckCI`lcM%W~lpmw1Q<16^;7QBqFg|P>Z z%l)qiDER{dPx^%Gp(sfY3LLKH^$HEEC@t`Wr|LRFg7|J2U%(foZr>Les+u9*L0G-9 zs05IC;@^}6ww3TGYiyO=yzEsK`2ZWbtbD1Vu?ubw%U)T@5TV1%*P24h*Fs9G5>o2< z*Q!L8ukCJX4m2yHiuDZPQwklat$8v0e!GOy&UqRne?t+xe{UV*zevW5xoNH7&xDhvsTGC{)wVUB_FG5Hv|-t7OT06l zr8Q+03u*1RF8Q^cDYA0qv~#+xQ^0`9_Qd_a2e(EBEz7YTURS)WHv4ylw>gFdpO8(g zbi8chfk;GNM%|IONz(j|D++$ddEOdVzOTDGS(Uismxpta}m7v7SZj ziq*CSZlmo_BoX)npNBj$?8amK0$N;g!hMqh757bwl0n#l_u>5r_)3JZO=c}QQKa}g z>i7fRy@NwXYGZHX@SFSsZo5yZG+Y@+IL>t4!7-9F#g_3*EU<{ff5CAD7usrHM?+if zExFvajKNc+Y3}A@mrF=9Mq{<4Uc$IbyPdRL9hIc+p7EZ4VsG~yO#TCp-Nm^Ja{m&Z zl{4>PMk=HK?Jlwxdb)4JJQBEze2GK~k=WR`Ye5xj?X)CHjg@mWr| z&ppE&_T8g<{DmNIA?}jk!aY1$HZM20o9+>?ReW%Z9ODGOMwsXj7M|faCh{;iUKItr zENt8mm+^*}$4#+-WzI|Io#8n&MloGfLBVBo`foQFL*Cp~a-DabC+EDko7hR(1-g;W z@*UrS>$u{^(>7Vi$xTMl2|84|z4a~>iBpq=QvyZwuF-Q+Z!e6Z9^Fb9wc_(GH|}*q zM)5=Da|{_4Q=k7JcS-({SXcKFURs9o7QViOZ>;7US>YSOH}NgXQA4l=ES%#ht=bCaVq;thY4Q7pgT z;xoY6SA4^2@Mq2_bjI5p^L%@P{@!bIqJ0WV5+6unANEi2dX5fsazIQYdG9JKj`t<3C!lRix_ue`8 zo^#&wo^$8*f4%eyfIIM4fxVg$olU2wquR7?+Ez4~&gjueD;1r{8mUP=6YY=p%aH?G zMoXpi)JS?#-<=-{cZN+q9n`IC%C^Ft3WUHvhiB7v$}pv%bk;UZ-HIMtn2Q>wt!GRv z6-{KVdEJ~G*5)QAwcf&PIb|wqCT$~aTG2gjtEs!%YLAk(9?i;IEKtZKIWuIXh_AY_Pn^q`O(B9iXgN8M)*~u9_)9b0T<8zvp zzByqRJS~mK$K9Gm+d8HzRkGl)Rjl3Hd{~IKmAhQUo78NLTN6_PK^HxV?8J0No1byHwtbcc7O65ooMOY^kERjSK+N%% zbcnoN5_!AhJgc1ns<+ch?JkkGUp*`Zny;iW5_rZiEhA|~h*lrISq*>?V+x zSuf74rA?%C1=Qxc}VhY|XP-Vz%+vyBlQ}BS3 z{~X!u@AV^ru^J5FP(j_x#ueNxpv-922r~ig*wlQlALF>U2KV3yw_>u}kN2ZXcHAe> z;l+t-(Yt~V2;5RMTd`Cq=608%6if(=cuBuD0$|O;I%QJeOp_3 zQIHkb;$hqV_$o;sib5kx^SNnz=(u6ego<0J!betE zEg{K!+D)(@Rq+5m#u;ImVZ&B-Ue7ETRyyMVL!i;iKgGz*qesA>e|t`w4;u?)qY^(C zDNLZgIBP7;dCt`ON!?<7?v&?+zD@bp9TqCFu7FA|n=8yJmj@1kuD2eAEOo+0SPQpt zzin5a3d5b;0biU7^S!Y&5m9&`KZd0@B!35%otQrhDEJ}^1rKl)t+-sSD)_R%ZC(_& z9vLb4D$B2AMkind#!8cjdnECwKxAka&PD{M7X_D05SV)FV*4VjYuAxnIN3!Hu_9$1 zEE%s_W%~ani-H9$m8C|Nd2|chea(DUqKZc#3Ox58kbLC{(-WSh3F~SOm>&D}uIxG0J*(=1E#Qy#R>Z*qgb)WMU zM~x&xh1MRmCDa*O{f)P?|I0rlaiOlz(d8^)@${n>iKT?eWJ=Q_l>fG|SRi7Ht?Zlc}`DYJhPxlV*9P<{`4jkn%Qq;f2T2gIQAPoPOA_ z46fU6nrW6Pgc2p*=#Irr77;5(dCK$gG|xCjC1a6CJRsncM>5_6^6Li2e!~$T&hnX` zDx7|PU2yLFdQcpHo^l|w1n2&itvQrAGPg!r7Eu>zT|`5qZ4sLy!SY3HiBtqD&SUHI zoG9=+UU%gu<0jn9Ct$0)xNON~eNLZTSdzw8`QZZPPAi0MTspr=74?!sDU)09HFGod zob%=qZi@vXFJi|td;;EZu5x8i4)A)*5_WO8KZk++yw~M0G{SpBten?Pu?k+d#45{r zl(tyaMcg^w7EqV4|2z)la4=R~)}sciE`VQ(Vl}~<3wWQvV;GdJqwMkrtAqX=v{-Fy zLs?H)GCth>%7{iyo3PRAvlSKUzs z0}6%|d_}?6I3}EjgS_1%Uvg&u1A8yg+^dTlbf*2D^JAzZucy!|<`5STLK6?MI(`_B z3KLI>lX#ZxMezt;;@E5A6yD(6zw!Qe-X#Q15pAuwAD_U3bobMI%D48=)eqre>USUe z9$~ABt#N!3pQ3~BCu$$%3^}q5pT=iU%jcW$Sz@^k8V=)gY{^4<2A^k3;Yx41FbiW5 zUvMy7FH^UR+(Vorq1AX1zHtc$2?YrR34_-2_|`}pA>H3bx18m)JbptCE*p#ZZNwQz zFvZXt+bBAZ&~FftOv~<4yZM&Hb0E^vdJf;u!S@25I)`Ug$_*6d2Jj=AM`}3YC!z+U{Ale6+wH__T#$e#twWzWiNx zpZ~~vIY*y%6)VG^*yF>k_%m(t|NQm8oWC3foTjtFbo4td`fU3Ve&a(Envc+l5qW8m zmsX2(+Ge30FOXw@dIV*0ycow~9OrO8jwM`(<0V|=%NAb7&yJwd!YdYDwUD#$a|^Fo T1nXZYsE+9R6@O=(slWa=_m%)- literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder$1.class new file mode 100644 index 0000000000000000000000000000000000000000..92cd663426d7eb94b89291d7388a5ddd32c8e9ed GIT binary patch literal 6493 zcmds5+jA4w8UGzgmh81Kh7dqW8(dIhBVU9Kr63D}F$M(2CdiOdO6gi&+l$vLRl72# zNx^BGUebF@OYfJYP1~dwk_Jr6Oyik$CK+b>(3kuLed=3ZI@8Ha>F?~Wgl$Q-ar#t` zclYc$d%o{G-}n1&y8E9${t3W7%nBq`JwB1mj>Xk6&9tp}CY#sdBbE^#F6hRHmXG(O zdgRJUHLn_mW(;IUw1e(av@--DaJPRVYa6;Lw`L2rZfaKi;?!hZH*GC%szy9ruyUF? z(yvYqkEq?nujMDB1v6voS<{Li_C`CC{gniAgd+ozoVJT1^}4SIRZHt0N}0KWT_QeD z6#12I7F5Y6**-K_u;qvQyZbMyQ)=8$&9V64@I@^n=LFgwn$qskZ$EvJ2S53ODC($rmM7G<>cMl&j|7MV(!V- zCA3YW>-OcMvK_lq(@9U$_Z3N1x+-|LXGpeJlx7()S|_ypnC4-jT)Orm-l`~O1x)8d zzi(R0(0Ez%lx7tSJ2_tst(744?%6NpfW#~fi(u5GTUr8*i{TYUJ;HVHVU0k2bfknQ zftHn8EsV8jlqA+kMw3$80!_tpRl{Q#4`GAc^{_y+B~|>qiWPW@Flw<$K@Bzw1nhC0 zr`f+6Jd}bHy}3S`$xh}BO&V;T%+-VtSfiU$*$K^ySOSlG9y32oY%e#nKu3iGO4XEt z;2~|eFm^(-)e+TJDVi7+hOj#xc$A9XvI7dMGu}cOiW`eX?)hP~Rbe4J{Rv7sdy$Tfr`TP@u+8 zhc$yTr^48agv1YZwboEbsp5TiLt>!VuA6m1feJ zY>r46D#kXa4k<4(R*)^rH4w%bJf+|?K1A#}wL>Y1hwx#61C=zrjLjG1t`I&VkZP$I z^HylFl0=?8KC0k6E-)UrVNGC91s^FtYDFhiFGpV2 z$xmv*^spe_buvn4IzA5;F;BeZZWlDTwmA?+;3pIE4b$B**|#GRDr#$+v*f%(9f~n@|@^2 zkrTof1Zq7ky1-aeLA#S|hJyTkY*zEp?j@#Qcc!xp*!s{+0pmF>%Q$s6m4V=IbQ z<&IfVN)^vZF5eP3?d~WA%cWY*l{Y~G|16%cN=;mu&x5!~d3#f2S&9x;e16#aA9gq8 zYL@--x}pH{N?YIL6f3w1S)%%B$!Vu-rQ`WVXx$xiGm7G?^((&3K4osEac<@j-%+tO zP|LA=h(=$`x5M8RYz%P0cT|!42#ETmYG%#Lli7k(;JUGv!OH3T1rp2Ur0Sj?!p{ZH zRjaU;D1-jN(VXs}Z`#&aQD;r+wPs2+3QT8zO`qsFsZ{L~ zl;h4%FG?)kR2&^vTAMnXs_$66qN1H7-PJUzPH1dV6wlWeoaQjsj@wGCU+LV|*|u}f zocD`%-%#4w>mbxChSB|WnPJ5^wC zoz%|gmQKDsrkQ1erU^*#QEx3}vf5m>wIS;?aZ?^F3o=j0j@KK@|)jqbe;`f4WFB0tvAsSYrBc{vG$wT7z;)MvxvOP zC4t}azRUd#kKj?haf8QBjwBg6dk^rNLkR!oU za>K`O+<|p=ePI^UZ}6Oc{EqiOqxK$J5Dvi?!e=<){yF1!(0h-n^VUMF1?Q~_esYh< zsJQbUZB({R?tr_k3d4I?Q{3io3bD`x%~#wOT(BxXapc4ejt&wOeld={LPt^(sG literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodeBuilder.class new file mode 100644 index 0000000000000000000000000000000000000000..e5ac310ddaa3c3be1437da0a9a7bd1465ecd725e GIT binary patch literal 3442 zcmcImOHErD zP1S0;<#M%RJGxrsrdqBWW>t68`Qp5wJkcD@G<9>)uIdX7QWT6~KVP(V>+VcxOWV^_ zQ?qL7Qh7_SxVfde+nF#|I-|}OUHMf{O>VUzH8+=I$iBarD8dYpykQyc9K-rp!|J+g zm}<%3ZmzU#yQX2OTYEd|M%}8ohHY{6zQ4)_^nDQ~o32?pR|~=NuEBRTx3Z}_x$!l| z>L;b=Qym@m0+NpO1vb3P#(cV?mM$sfk9DV}7i`Pb_uY1_=^!x2 z{3esFx+Y?D2Bob4y0@=aD0;TFtn<1_`kGmt%ca_p)b#l*amV$N?bOsQ-7PzsLD|zR z%XU30xw>e(i*?f^@bp*&WFCXeaIGcj1_i*eG*c~Fu0ywt3XdYraEa1d+4ipsS9Ww_ zWVqocxfS>=4y*_vHG)GNeYhawJQAdON5nb?g+Z=1F%!c8!?15k#im;G(N{QHKXRk^ zfCOw94tE(wP9iKf-lE$t!#DYY{F6i_d&d6jGpE3N<=C*H7S9k<= zcPa1V)qR9=FOL!2kTHs}I}M}l z-Aeo%{_5g?XFXkT*riJbD*yi`*>k9Ak8YOY3S(#~Fp{`Ha=m>9sow&{G| z5IaJORGnmO_3&UumIftRiqS{&;ejkAhMP-4Y5fv{?z4&WSa|U8AQ_Gw9wZn|EFoq4 zl&~T_WZo!cLJJ#2R0b2_p#deKc*JQsAf9QKiDY_|JBjGfRE)I~d%YuBiTTXuGO`j; z!h=*l}Ms*NXlHGT{xCVTwET0r=DkTe+-LDqx=DRbG5H&3e$x~BxNIC{r0EOeCgKKLie z%_j2>#1qSGS3RdZ4Cwx~!1#Onu1^1B+X}q!{y7ZiJnwm$OrW3BW&gRlQZLsWZFkde zG&i^DciFpQ)GW=d3%)DMb?WOodePc5xKTFs`J-0?wYCC14j3+!=z+Ib-zn?Pszy8_ zly*fk*EGivd;f6cq^#!q;F!>O(Xw=>U}~J})Hmf7yY5u<`-YHv*%z_aW(+2&+xAeU zhNxdtd#BwB?Ig@#mF5V6qL*exbn_-HcY;PuoA_G!sR_{CC`o-vw|^lSVVWPNlyk3f zaYE^*F|AypF`0UeD~GuH8$M~SMt;ZW^Hh3*y~6k*Qm=3`nR{^aKSvq5#fk( IWI4Y12XkfYhX4Qo literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$fold$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$fold$1.class new file mode 100644 index 0000000000000000000000000000000000000000..c53eba36d5d4ddc78d3bf813f9d41948f52ea5d0 GIT binary patch literal 2153 zcmbtV+j1L45IrN=5>^y^0Rkb!7%YOVB)bmb8p$S(6Nd#Qf!O7jJdLEWGS+CuwKJ>A zV?Kfpfhq!3JWv#md=y2uB!fXNRFocex@V@hFK18p{{F|$zW~_8R|5B?j=RovV%bqP z__*a#6}P>Ko0&FkmB!o2Hs5?LQ)!Gc4_#aN2P*BT9cP1j7Al9%v@17?5ag`>_*Uac z_GN6O?Zl6oN2(QSTaB&@MqBpnvY@T<@ln4QYkEJm(!}gZ+e`-SY|=Y6H37=$f4x$~ zj6l9o*$`M7&tPzMLm--z$z9dVIuBHkZ5bq`Ar1vrCm|4Z16i6pLHaEzniY`Z>9GQH z?pURR+GyVsm|?(3Z3*0#I%4pnA@~u49})P`2>fVLXn{gqTOGCp)LLWOPgy$yp3~o^ zwtgV++w^hj`-wfyLT&$17Fcdg3S7TFb!{V>QY7PTI<4q=std!86%rUQ4g*DmzfJ}Nmhka`OJhe)=^|Is{*s+ zK^f|lq>O90&ZklS`JlI!$H&8Iq835TPR%vlWGmvPz~LEaoM6gB>@c$}hT6xwBkkrS zHrLKTvy4~qQ3)U7V}W92h=su3)VvsPHG##G{7((KT(8e#E5{2Ba?xcaFOYjS7-!Te zb9=gDWyn%RwB4b<08d)ilIB3Bnm_eEF9MeyXEe=wDzSa-H63mLO$*}8zi;`!(o^&! z_=j0Ju~wx!MtZNPKj!b*mT_KNp3P4kk+ihuvb3dkHHW-7a(XZp5F13ASt^B}0*bT( zFR@$zGmYc|w=a$BJ9Lx7XS5R620Exw-=MP{+HI0#NX}KSzQE<`wV$x^J#7W<(z-Id z!aI1Ec4Rbi$=WI^^y<+0MJ(byTp??Axr-UP0hZb2)oS$z#7i5`Umzy!vJll@@xhPy zm|=_$_QKrZ1GPmF!d;{t9`J+&vuC#WabOfZkF L1fSz}g6%&6I74bI literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectBy$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectBy$1.class new file mode 100644 index 0000000000000000000000000000000000000000..aaf9e5a65ec56cc22373f53cb8dad867eab5ba20 GIT binary patch literal 2104 zcmbtVU2|JC5IwS;IB{K?1Sph}kP=f8xAjfRH%`(fX#$rzEkiPSAWyQbx^k{{GgrEv z^46aOGZbccV0hwzAH{HFyT#y6{oom2?MhnhYFB5E|N8s4-vMl)CU9Ts;4F??fov(` zY|w}k6*O%W)KeWbRTAukJAUU|naC(o(Sx|D?4e3pYA-fUJ#i(gBGquaKa@7|5CZh( zB5k~*ICa`68??KfK+`xeG79`LZBprUY{JfYlt)$|TPv*#EY#YvD}zXyR`9Uirq^n3 zYoj;b7O2$5IKQXrY3ooq*_2N5uy`b}GA@J4nWJTtWl7ppv{yjI@-qUn=ZR|ShIC4x zz+5}5MoD+M*%6p|o;{}xfxA*yd^IcmYF2zTE39T^P|eD?y9i8gYNOq@fLg6h`Zm>< z)N8o@)wL6WKPQi~c^sPa)K!lkrq0Xlae+5)O`O{h?ikM}GVLB~>v6O@vGZyXSMlyF zGFT*lR>zmIh_~@x0XZxSH zFwky~!*KN_wJYLHd|JRK_)H*Q>Sr!+G%*rJ8%$vSIRb|GF4O6H_R9EyTrAGKLVnFW z>9HDnWA;e5jC5&2Hp}gi%suVK4H=!tMEi$5_JhFH?^5z~M}?-Vt>)6szaSt&{=e)0 z9y*E?{~xnrXpBnsB5AE+M_k%BjVQL-c#3`;6Ox6aI87SrK>Lta22M{#0%DyI$uX5_ zep9^>$PeUhzB*J<+*rHdsc8{|yN?)1_(`Q(xwj|1b z;G-MX5Pc&n5|$O>7{~{~A;cosN}_ebH?j@36NjyGJ}P$k;?qc)C}WRiT|2uf zbIXAr1XTp8I8dD7KT*84oZv($bkJdXdS-jNr+eP({p+9K{{XOzdkT-VjrNnI8|kj` zS%}(6YNAeXQ7gBuW723fUX?G8bgG>*?m^Nq;l4?`WNrBFhu0*DjK?*5^92iH~~+u8awV#^#7qcT6kq-Zz=<=u9^i z)DwldQTJ=?XS8$^O!!ACmLqU@j-JBlS8mU}w!(MXHl!qtK}i}?k_JoCI4((JR7i!= zlJz!QQ84qH;}*F2hO(TjUvptc;qUR|EN#dBAkUiH5A#gsl~IA0ZjPPX>)>Hf$)=P& zwV}4Cur_vtW)<(^y-5^sj$oM|UCS!Y;z9*QTvRB^Jro{~eT$(y6{c$Kgvd8S0fj50 zE=H(Y-%s|4mBzD#|o$D);JO>uHqBS%kIL&Gm=o@ z@-WR$;<=0)M;silEtSzw*naum(tV!fzAe=b(Z;cMdlbaqRM0Bk#$p8#ZYh*&FUqks zHb#c|r*QTKEKYR2La#5)tRO;(U`f@!DD0tyLn|7oGr48EUT1k~h~ss3ZF#b!t=*1J ztvva*2!%_JbN1q%iGAM&%dOS_;6d!X{#E`1J;OHsidi-G-lXeJhhRvUGk1O4CBb^> z)=v|HwX&7uY1?dA33>6@>CR9v*!@)ysH0+o4?}rPc#?=IX5tV8Dtip^8N~|v?y`@i1QjpnXiSbREk)q ztZ*e!fD5=oSrlL~wj^7|2IudoouXa}6mRX4QJ6$!mtUqtR7IQ)1m&54X?)IGf3b^+ T7+=QtD#q9NCPouWF_!-Y#Ar^S literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByMax$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext$selectByMax$1.class new file mode 100644 index 0000000000000000000000000000000000000000..cc6980c9d4370dd4c49eba273e751a6f175fd641 GIT binary patch literal 2328 zcmbtV-&0#f6#h1W1VU;7wYF9&N?IW;xuvaENuZ?^^lJDaWO(6e3ET9-W-oL1-VDC= zfAAmC8LKlsIKJv1<@jw9Xj(dEoXp&N&e`3wXV0GVowI-c^ZOqFmarqRDFg2~3>%(o zC=*++9!APLwAwpJ0)40=Z^d76E88-XS}VO79xA(`qJ~-xO{`Aif>m18<0n6C$kW0? z7D8aBQd?ZC9?6#Uv@{KGHEf=6`+-)K`C6^KTwbmohp`TfJ1tD&z$oh-wVGZ)i;9np-u0#>HRi+AW-V(+f#Lr zG&WQ$4`nQANIVmm=@+HaaZF8}X4p?D1Wte>441I{jljsW#MIr51;zpfLdIcK2wDQU zraWEKs@Wclaj++KqS~XO4iio8=}80))&(BRpyYB}>g2ZMa$90pbx@>~-xAs0M3?9G1pXTQoJ!3%CrMncZ6&ee%l!_n%ny9G*Qy1QiJ=Ye$q zd@`{8avq;zW)vwDh_>1Ok<8;`+{$4Xp9u^(KLoZ1_Tr6O5_5$*Yg?-hYNz|TC2%P) zt?*dwCiX;`LxEef7i)9w;*>z48b%H8NW}+{42<=pF=5>957ygEw07Nv#W?d{YGLd& zsg;S8O>~^c0{M`2E)ZN6PP$dKu>>6HCwLHr5M{| zC!_^Zr|kyF${5`Z8b-!RqzKbhzAdg>hjppZjp|7dsePdL#s-?Ax^>BI3)OBbB9hDlUc>w!D+TG!~_g#&Sy z=osczM)+rtC3SL#k9K*k%f}oahl3jVxGQ5~%IA(0R!9l9whR{RH0QqMXo=i~YOHws zC2kh){D#?|ITZMgbh@*IITSgfQrD!DZsQKOc8q_53CyEJZD(?gJVid`Ox`aRf5F4a zFJHXGLrOPA@lP!Nibp?Dp>xQUj`H~-Q+Q1O1*+7@kbC4C{Ikp|!vTh4lQhSXI|aCk zEz%(eyRJWJY;z`sckn&=kCgH>dC79(@;*{N#`$4lA0s{{&%Sqky!!AS7cDZ@(a|0u xXL4Et6<9F2A(hwtNTd%c-po-i8UYV_}a%e{{ot{j%5G< literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentParallelNodesMergeContext.class new file mode 100644 index 0000000000000000000000000000000000000000..d15c55f9236e8e38d712fb15b8a4dc3a6737e507 GIT binary patch literal 19329 zcmeHOdwg6~o&WtNlX)kd45iJqP(mA;ck^n~b`o0pNJ-i>ElFDXpp#Dox>gwul_j}H{cjjj1CTT0X z>mQa6bIv{YoZs(v&iQ@6=XcIM`Rac^^Ccp>lpkTbEE=odn@kSXM~AdTTCeXDm+B z7p;#+6GQbIcJ0yn)2$mu)Alcx<=5@9vqjnkv!pW98bkNWsIIj#1#`8!$;q_vT%@_l z#pG&>C1UAiOr4eIW|HdKXgU_J?~3W^)~d}+x4k{G+H5VdPMA4UJ(@lmPq+2SnQ84) z6VbX1{|R&EbtO|n^?S7Ru2eLZ(Ced#L^2&s$CAi*C)3@d@i<2I{Lut_Abv2G7_tnx zhXPD<_9oNuSfYNst$(i}PS`c9p(0a7rOo7L zC$U!u8G@Ms3Q~!WrcsE=os#|0Jv5!Epi;c_&_f zX#tu}7l@Y^GC9+`V>;7HTQ%0fp9(D)Q{Rx5R&xW1p~|XUy-b_(3g3=dXDWu~_Qbwe zDw!Atq%mwzWQP(hTggP6rCn=)%IOk6xoJLAA!K$AFikgYmf$yLFhG@5B`Q`k6``VJ z66ue*4GgwmDxb_R;gr!`aSaC4Qk{@n&r~u_Zr{NXjj0sI819+U2IJtN`gP(B8a7gs zXxPl;MMF6CU~FjOfyj6eYMCRU+DPgN&?0IP;ueE6Ag(Ju%(QrdLCwe#tZ54C>RN9A z3$`t#h!6%JnFe9KfTOlPnm{{1X33;dF`KdUK~t!;CB$Az%Y@kF%Jq8F$rMB~HJ_D4 z*$Bc`&`Kd}6_W=x_KYSv2LjZtW_gWicnX#e9qb0&1Jt43bu#(UU}J1V18YEi{RHX< zwP<=2YmkW~qXAT}qb{L(J)BNQCm>@|e$E{e*@Jc3!Pb245ro(^89z@XtF3z31mX(z zY6m^k16%h+om=b}K2PgP$ZCT|;U7k%FWpro|n~&Ex|#poU=(ftP(Ba@^mPVmnbg&)#Z#@om)^6RqZY2-qH= z-D0@*GS%8Tt-VAzYq9ZWL#l6gD!D&E2_-41c&Gz`Q8IN9Sg16)8nI^*K~qB0>jf#s z5~DI8vG>wFQ#EU=%UN05YBC)dNhOCz()Gidt^;)S>s6|PqkN17=pB?2g8-cQ%lpwZ zu8ByAscb6K5jylIM-DO{v!CuMR@!`9OoijuwM@q(g&0x1qLY5P#F=zzS-d81Gr=M? zNuyle%C26mXVFTnGnRfEp@dC|UF4GEjplL#7qY9J86j(LjrG{rTlg(AzdeFti&4DmvIWQ9UdG_^sAlp8Y9=#YRa>i zFNkLHHSU*FiEXPh_w||4oIruO8p=>_WilDpq6rLoP5z)GqRk&_tE~`a=Y7^~uz3a{ zPK(+PX#H5#lL_-c!g>;subye$RMO3@!9+(=<>thcH@fNbpjzx2wKx-Z2Ivd)q?eA; z7Yh#I1dK_ucW!H6rqVXmaLIEF4?XRJ+T$|(73VSmI!RlFCC^~fWQ?~OAmPA&hIJ+_ zqNWXrHPKic`ym{r*c_UOQ;;vw^FDfx#z1q~Ba}{@vxu#-n@+(|W8w*G4`6{^m#ifZ zr(`XZBR>B!{kflBq_3D##=UpbU%>HqNA+&$_&9w*9Q{@Lnx9^#uY(yAC=Sp!#h(0S zdWC7hR5NJ$hw8DL{z{z>2zOCMOv@+OA6loz6l3FN=+a-)w|(?2`WvR!GquM?kej}v z&I**<2I#wjKwhQ4!&2W>-VmVgsd@aqd~OWTKd9%|<#SVj{!u-@G5*NRh9lhcPjHV| zVqbDErhAFabmybRmNb7vKlam`^v^gP$$Er=c{lwFLX%yJ05*%QX@Gu4U-QvV>F0=N zv%b-t>>cgj-5%G(QBnJWer-fx*iHY2wR=?(N5PWf$^;vV1H`gKvJ7-6DwhpM)BU?~ zf>)N_t(A?Ww1HSZg24qI`bCZx8*8yT%lmg9y+yxbx+rUNC)5l@Ame=NNl))_kr5B=6hzY*fS8G|h0`$Vh_7?z8p zzw*IYN>7)^_Tk*hG6^Qi#HpUqd0EF1!}8E@#w@8^9zqtE$I7GSby8W~RJ@aAxhAMb z%Ryx&poBe2c4+}}%f%qYVUu}in;Dn!J1sZ6u`HVGxjuS;*@?pd>!x@Wc0b@F@sDv$>Yj>0&Um&ks#uoT@8tk}(TAVoBKM4N{+S~8eev_U_yJ=~&tf4v z@NS+ixurS4Gr%nz;FXBN1~Ie4m`JK*2QC+KFTq-75@!aQ!_fmP4@%hi z&2`QS)Nu=$04nMWR#PqTAW2X@&9Fc_JKSjF)Z}~TKAEggD3yAR!;Lcs>v~K-@LD4A zY83&-S8{Q-aCYKwmR)3GwiDlLfLhnoptOVm;u}?4jTuQUYdx!25}$lDoKXLf#*!QD zT+SLooH1_Y$O_~x@^XtnZi_%}i-_OO%dVO$QmN=cF`jOYV13C1(&l<8_%@SAq{nSc zGy5||y|HVx4XM@IU{um|sTD+-#ip|g*j>iUeS9fj2Is8oR1jI|<5tGOydn+h_gQ6b zZU;$32k@!JmJYTB_;T*>^BTrUeQ~x!sxRxtePrz(9p0s-+>DcW5B6XZKoDLj?ApK^ zeca7g2sNFy(aARM^>Y{ZWmX#Hv*eEn-`y~{Qq!?g1=PAb937FEE6F_eB~hTt@Ff}> zD0xO`mKhMv>AZkFxItiEwp?Q(c;w8Hrsm&bV|k;w?7~PvvmOJ}Bl4^uj*%X;&Y!WP zH#b-IAxHDny9owe|c>;^z^)Asd4W3wJgt4NZB8n}J_VthQ&>;;1ZOb-!WtD#lfYsoTc0mnd|g8f)Q)2jv0{Q2)3@B9&AJH zOUJ)kTM=9)TP~mLLCfXUkk=G|4v(;*V|l~kO#2#}nn9EWgf&L(%Z%D9)>Z{q&O&>O z)QRg(53W-B8df*BI!+zAOj_K&c3W_b7#{R9fV8N|6Pzw=g@vwQDN4dfFF<-B(lVqM zBP~aI3DQcWRY+@*mLR>{NE?tgV#JDr9mo|}w9N>1qGS>3t{wMg-P$F=E@j^mZdl(m zH`qOEj)&D8g?u47QVo|jYz(dTka z5t%^Nvf!qytftD~=2_*i!>|Chxy*dSl@mzV6WpRCbZl){FMVYz`nwG?wY6zYaQm#4 zkau3Fq+=^)AmG^%@_4Qe!T&0Eiqa*VQ+kc557M%|zbe!FXiu?n@GYlqbc#6zuzKcA z=Ib8RnC0~Ng8rWAYSNc%-g4@QXzW6Hac~;SgP5L@apj@lc|9{s=NR{9MsOxtNM{*W zJ}WpI<CW*SPZe!3va1XB$^u9jrmQbiQ%rb+B}La6w)V z>Seif&T;jdg3YHMci~gHV*n&wXk6WKsiQC!bm@qJvGJ)Zd*uTZirCJ*Mtx8hhb-pu zJi%92rb{zbUKm9ga#+HgBqZ!h*e6K&wqV#EOi_SY3+iO^&Aewbk0L(V_MOX${xol8IJ!Z0udX zVx#X2*#k$UFGjaqniMj)%Nd!1v>=1_>g*n_UwsIzi{v zhR(-t^>He#t~o}tt80(ZoG(Zr58yXMPAIzoH&HL7^Jxyvq6_$=C@)hY=py9AzuC$p znX?!|K7J5oMGnJCWorptOmhuu>hT6tN`=)=(VU~mI9TWv-6EPJbp=!frAu{?=8fwh zE>6-VXeqk4&=BZ@z}Y9Mg7KAUywr;=QhkP0>rk?|w`nh}CSTgzDW&1IroA*o*txdN zn?%|I^aD2lsL5X1!hC7vlSmUzg9{AQVlQn;zO+lGl!hyu_R?_9liSnzQ%b|lO?zpV z0SPRZl4mH%0BGb>~Z~nNk|A zZ5mMB2FwfMD6I+gO5)fghyy6AsXa+o7U1Kui8CK4CO`{lCax%F*`hSV7NyifTi|_= zMSZjt)=JuE^0XgozYx9xDq*O--h!0)_Mkdw8{F0OO5$D z_n4D;lH&O~mrtN`fQGRUso9H7rW4m6C)GKUuXE*D=>(tUjxFvj8akI7e&aVhW;9nD z(Q1n}f5v0{w2$^@dZ^n&x@LQa{g^F;&{R&zE$6iUj zv{GIuK-K`3BZ zWaU&{>dU}Qt!-*eI`d!L4x3!w0WOmmGiL&Z;4M*NHj>CmE7dYs9KAI&o;FP3_OKC8@f z{2a3q01Se)FVN9@X%*w<0{T2>j9%<6XmQq^q?d3Xy)ayOlD@%oFWn$= ze~BVj*fmDqint3}JT+nW)AYAb)8B_-3PQ}+kQN@JA0TlZqaTKSPFQo2eu5zk`yZvc zu>UATqoJ_lhmeHi2V?Xy)FAiT7`@pg?Ff6v=%-K9zutTLaM<-26+KIDZ4LeMIQ{y0 zXokk4&(d$UhW_(7{qA|#E~kSL1y`IVANdhRyXj3g3e-Qh0M%&(k%62ym^{40uXsJv z`kLLi?n7{TON9;A3R3d8*YmBfMSCF^sVPBZPXp2xBkZ(zb1T@2aan8S+9DmY8Y9t0 zG1@_Uz|Qy32arC8=N}>c8J>Sd_p*cbu!~~SX+KECsOvEpV+Zxq@9Dqb9k0`TBd38= z{u={TK!@=MmIM}Y(Ko2l$lXeH%#i4Yre>TtKM7g8X$w1%1G8{Yxjq8iZ{yf`Kdf5{ zw{k&>m%f5XUbT3U+Efc;+4 zaEyxtL^vQI!o{l6w1{6oq)0XZMEHnuA4!&BvQzXz+WTFRsIuGbU5>n_vu0*0om>2es z@%a(AX@Do}5qR|$wD@YmUIVWaXbiiLp^t&E=NQip2Vjgv|1wj*Pbi)p@ra~UsX}f_ zgS=SiyeIi02e{TB_P~CxG7|K1-|0RzE+B`(XX(|gVW(lJOnKgMo=Wgx) zjrnrprV0GDii-2z30N|aD3Nci;HDQ1R4VjmD$TS=F)GRCIn~-M)eQHMERvBk-&#Sa zlK8etK_Q63X;aV5f~oO3YkRM?nxSx9g~iqihCaxVTC)|E&e93%qJ^lE)$6yZD%58y zDUoH?dinNAs!HJuq79S~#UBL3={`!+{RlK3K%nwbdJz9Tj`CM&Kgi_(sN+Eheh75( zah`?eEhxVe=@C5NLl5&Kxc>Y&J;G1Wqx>{I#wX|?KSz)A7}D?H|5s7>yJ&-*3*SN& z&}mX$6n_FyAt~>72xnvt+BO@x+cITGsLZGrBR^LPLWG7{lKh;oeTb{L8jke~I#1=K z6j{cHGi66;u2JuH>f#znra#8thW^Wk>L5$Exgc3K}gwX_79+q>pR44nCiv zaw8{NsIn*UXU!@Xq;h@v;r*l1|croV9+#pCCqr5`qe3+Xg zHwrq(XwKv&k_l!u_c3S{4+$i5{K3=#S2Z;@obL{(ZEnI_1- zL^crd(Dw}IG~=O%!l>{L03L@`kP_*7C_NWbJ! zDhihzm8OKJjdAzW+_OxuqcH2jlf216Djq@vmRBS>(}ptfcLE+snI(C&D96B!t3UAS zODJUfULw2&zoJr$wUVO67u~pNV}?&}lBN2>(>P?DQs^4ASSWcRg4MhY!Nv}3K;rZ% zaKfiy`)3f%-9*nK{W5mxFQfbwJim^5KSBByy@xNN!!o3Kf=bYKyAjfyfV-#@&9Bl7 zBlia6tFj$H$YzQDw`c)h3EwV2urv$&BB=N<-fl(Ch1@FM#@o@Yhv_1|3P|$7CH)dV zV)N$V9cUYXt(U>SMGzFHt9hq^l`0b}^fQT-AcCMbC03@XfQJ`O9q?SkQMD&4@3$Vx0?76A>@Gyv+@9GL?z%{NeZU5 zlV~r=t!k%T;=Bi+H`;I%u>;2pF`(%%eU3gxpGWR4I)M}$UThIQOJB$HD>#Y#7SQxt zx{K$~9lQeRN_vtnr!R6R^6Tg$K*0gQ;aG?JB^MRoG_}IyA}%wysDfsz7L0E%s)fN% zyYl#Hnm9H#Pgce8j*B0{?_6*caDacMV*4#pv98DzVYy7z(P9CA98V5D!Ve?))3@X7 z=k-5*I~E_s|Ily8pMZPz;h6WGfZBE2si2du@8lag`CWVnDZjguZ{)+OW}V-wQ&`6Z5Sp&@Ejl}N{8=P+~6&9?kvWzd7isV6iR=ay{-#L5s{Ppi2e*(CTEry%A zscqPHM$3|b zgfoU05FekR-o9WfiwH4{z86EG_K1pe#@AecM>~zA5`Y-S-;ZOWSYa7zy@!C|`e|fT zJQig9{SRO(IA3Z;BJj#o=&r|P7&mZJq0IOsj4_Oh*)+pH)h<(@^kOK3!(M`Y@Zsv! z!q37t8aEtM&zj$OwN_i_wxvC$A^AZU{hoq5xX;k##dO|(VxJnWzN))=w|7hVE71Zl z{MZ|8dkHAT7NAg{0wJvkSn@O%s={Qt{15R+1UALc$PKsP3pF;UvAm=wMf6M3^d#G)3fy^oV(*l&BeLiKvnCwc3O{-4m%(>ta%(o@j_@15w4N zjYPwTKh(*gGiuZ07PUR*@sAzs3ZY{xQTwQEt|`y{;_y3}j!I-HEqR=!OEL9qEaY(= z>?YI~hu@3CAvzqBL+8}UTug2D_gSK)e7jX`JN&7xLjW~G71L`|sd3BqsSMRy&uY)n z@urvJQ~fzCWiM$N={$w6F@Kc@^H(`qk(z!-Jhb65oS(~4^Sf!JtZkE zFmGlo-OY)DAm61Yn&Iq>X&JM*%@xC0(CNJBnC!HkUDT;i(Z9dgT`Bjd!7Eds%-cC9 zO)tL?6!m!)k6D6Yx-hlm7`4!dh<1$TYm}UIL=~bD(On%|qppPbOxl;QP;s7`hNHdD z%Jzhw5JX3@PMklJ&RU`m`y=7s5gCZI&^Q=rqcJK+I*7#I;(WY+51sL-yoav%J6v62 z12TJykM|I#-+?7ID1Ha`F#M}$%m$4yGCoRXUqmympp8uJz$mReAZN0)e?6}jBe+I? zWPtCsm^IU`JjsJ%DFEo)L>=KZI zY!Nnu^9Otz@<5K3fkn+0#;XV%t`rzOQQ)l#fm9!Tf!}&jAWPrj&JtPK8Q;egeRpZz z#Z;9reK6A>_f~1Qe;<$cG235MeT4!ELRdy8%`TBYm!YByEwpxln%+TlduFwf?-vNw zXL#;;td)6uyVO8+iVFCrbgCS}easit<{`|7u^hr0KO1Xckzo=tu!(MyxJ3&0=gX)` z;YA8dDZIooQGAiYm-uQKjN=u)UPhGT8i&rY!ja}!<#^8N<%7Y|%yFHgm7|^G5~tS- a4IDijy&N|6)2_&35i4aE#p!k$f0p46bEC{*wE>4=m=Z5!a`y!nF*H; z(?kD^PBNX2M!Rp{uHL@ydvBliuYZ2~1HgT3 zGc0I^QnKx$q7`+^b(Fka)|G-|D!UcKEa+t=nM(4RtXtMxy?FfaT)plFz!;=`?MPEh z%_=IJyZd^cv>pc0sV`>uW;Fd`3E42LqMB~EWo>(fHZt5}C1=}aRyWC>VOx!z)pW^r zO~X?5j}DZ*idCC*l-0U4qmFepd;yHgn3_mghZT3R#m#dh>So1lKe6=xVMze5{q}TUy9)x0TR3`z`UPr_I=QH@XoHp$k1^%WanqrdWK+8_iZSl!I72vUME9ajv#78XgWR%r zok1#QZBNT<5W{e@Q+1(Y*YF@((D$^8=`#G(%1R@UZyB6U4z#9PGXNd;x>WJ7*zudT z#WLBhgEJ^Yle4dcK*%SaJ&VWK+4uf1_cqQD@67h)XcKU`LC}j|<*SZL z=h{f*4mIqpJau)d?zYu1Tq{`&UA4$LQ~WN$;GtkML@u~izeh}$=oERE?E)>lk~Sl?^_wD}!01XlZVR+YV=4EnnKu4(oH>Da+E!%ckZyy2B94 z+Ldx%Up2U~$dd})E)Mi3wE zf*^V^j{z(of_oUoBF3O%oOB8jbSX>V0m+YP?KnBriz!Uf%hNUq5!2LjNut%PCdr7A z?N3M+5RifdCQdWl{lDw(XRiCce1_1^Sg2w#{a;}5;0f9HfQ4(I;`Cz%ZR@Ag9HxGl z0Nf#fBLr}o0L~G>d3qA`Jfe4_1>kTCz)TZhrU@{EbATRXX^#*=nc{foyG2 zzeReLVwKo|Cx!bdET!-v9*~G+3JY0}DW8eBWbo%7Xw9Oj6thB+R^1BO9Hq^sLn^|^tU#5N5>?iVqY3lQ|`hu;Q23a5yicj{* z-muKlhAr!QNzUh|&1F?TFt?#tN{NfILvYiU${CkkA>$NyHhVrW4_={Vu|`n{gIFH-mpbs7BBeMGy&w zfT5IBhWJ4fF`UJ@Hu&%g!}X@&dW3C?p&PFXkR(Hd_Q=^FhI4y(O|~zFi?}3o`iNN4 zaW{?OLZi}weU0HY^b5@ahE&VInzt3po}q{dBSlA`miHG1vP8LR6PB4tLw!M!*#;@X_inpUiJ z)uLn~&Qn{I$fSH2E~@s7bELWk1`i%8hL{l851CPtI(noM*Vm4vP`#zZCDHC#u11V} z6r`G%VYqQTjqLv2$Pjd{aE8nw7%vF4>fJ|c$iKXHm5P0*Vwl7&v2X7(bZXpP>YS<+ zRz>n>kOz*lHG}WPFpU|3H_KqUXw^bR?0B-E82xr~NljY9hPs?wp}Q+-ud2zttdKNU zoB`+T_w%Gv<%}lp=_=I@!=$*WsgIJY=A)!$Cm$(1xvZ{ehPpf&!8aH#?w39}UDONu zgjFn;=pw!IxS(!`%Pov~25Dc;y zEOn%z-1ExBKIhQ%(G9_J4D}hss|{k9LQZg4WO$?Xy7nTidK^S%xYk;4pS-$L-C50* z)2gj3E4D&tzS5?j3VNS-G4TSqzfR+iHSv|E-tra3%Da`RsISKt^+o6rt@rF!qCTl3 zDw>*E?{jZ7=*{}QHqf(MNd+Ri6^T*9B;Qy^JP`LyG3V_|`^UQCQoMdFm<~+76^}-I zQm8l3!_wh+NQ(6O(rwg6z4ipPv3NvkcO*Kfchc!e&wd*UL^`GTJ6+N%y$Y3}665c#Z_tsCJmCil;UFf_Ze~hxR^YcP=y!-dUaO@uvFG9tS0quG7 z>Z3Lb)ciq^{Eem&S1aFeAZqRa3a1lpeKjKf4;c~-vYuo&vLxibAml+>KDsd0_c z`ow;nPsQ83Rx}j5EKmZsC`U7#%u_y{DVLU1Yr(w+;(4>6=!=S_iEnSPuMu~zgs(Hu zPUo$#KCNtcYSDSKY!#?z6ZcEP!&p4v8LrTQ4$?yDXA5yrh*SSVIy@n2qtwPlU0pMF z!WpBwxn|6jql);z7!{s`|6|heLEFQ1F{m!wn_H`!qrYrX=+JD1H2+Tig{hq#j<^2_ zr$*wZ>759~&rp-vL2qhk3+Gdbz!ol~62UE8P9;KH7)(9I(1X+;aejCQqgxoG@7JC0 zksZ9Tg&Tixocam9FOsoS_!MXG2`&F$^!;xP;6E6}XBfxln89;=L~>KE8@P!KeUU>R zU7{C5mfRJ+F6xQwGwTo+aC(BSpwkm1h454AU#>DtK}MhTZ^5X;za*G=llm1JxlInV zQG4ceIPl@G5oGz)(C|nikO(G1J9x`o(a%W057q{;v^azV&q?nS(tJ)XeTq)JjR}ui znUEPt1O-vQr;g826Rv?&#HwSifVb+}&|spfAzKxass$Qr1p2HAkQ)=X>-L?ATe=D0 zjYh!F4+Z>s10Y>l9^l7Bq}ZWsDz%OLHtzifUH)u*F8>q@4~Dk!Ur=e%#E1}~ z=X*rU1$r*iGq{6-@WT&};d3<%e}Q&@}$cH^*qNBrLL^5bLj&W9i2=hXg^;MOVT^oQ{0P|Cr`!Ndl&_#g)h z{2>^Jjq*dh%8}vN%*(=;lJ~BF80;*Esq)A{=cTZ*xp= Z$Q)^oNse0_S2?b6+~K&(F~#x2{{y*KOYr~z literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilderBase.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/AIAgentSubgraphBuilderBase.class new file mode 100644 index 0000000000000000000000000000000000000000..b50b792f849d65706dc069c45ecc04bacc2f127c GIT binary patch literal 22168 zcmeHP33yy(x&FS%WX{QC(oUueowTJXO=+`CGfCRCO+x8T(-oTvrYvQeOw*ysOqeq% ztteKoCtnRCv+ zoo{)+Zy2l}RqG1$oVPiZ?y0{vp4pv_C6Y#cESXGY zVwpq=_ghn$tpmNiXjNv>w;ob3_A=Fv=Y3{li^Am->(REu)S9Bvn*^6kiG?nGb!5_s zWKZkneW^@uB3Xa!{=WJ>1IaFv@b%VRQ)^*47J!wIxi;P#?}=p~P>!4hnkG(OTVxb9 zccqe<_<@X#`!(jH;Jr0sDKKKQ4`WFUWD?1^Q7`Qh$pNLpwn$ctwJzaVhOy%8#ACxJ zJ2sORKM?O4$i#J;&UC&@DG4xAb-A=9>nwl350J-u*S^_zAa?2kJDFI+kz z?3ItI@zY$YWomcJ)Ha-nv)*cYzKEaZ&?2UiszlYED$_K%9iA`=9WsT6bInv~GdB{! zaDg&XRd;+(Y@in|@YuqFrcuCh3j~DL;WUgzfLmD>?9S46(1L6Pd3n+p=o62kT(=uuUf~(B9r5jc_W%^lxP6c(46NPr9QoSAUo67S7 zTX3H}2V0$f{pnO+f2O{-x37Nl<}IMFcUWD&7{4La$_*F}sB-U%BA|og3 zRkp{eYGCpt;Odt--a^TD+^N6hr78y5BaSrGIMl|Z!$&Cx#Wc$ysDS%I;6qE(RWZ%Y zZ#vAIjT!tJz(>$#!3lueaIOR3-viLL6B)^sznG|-?`R;#j&m4HZH?#@8)0%fHms^v zZQiU=7r@oNwPVMst!vheG*cYkSgiqy)1DIQrk)YJ=E!*4oAF+7*wwpz!Ol@KjAB$3Lfmn^5Pre*~Kq0_2>Z^*A3<_yNLhyOz% zyjTfFr#@u-*(lSFIb3XaFIHqyOjEJ~UX@PA4hpI?x(*J}io;#0UMq2wX{&R;39YcC za$dH&Bk{`kw)9$iZZN}*Ui+1;?bYo88le4t%Fy+gjx209!|6dkrRkMSQ?uk`U#8Kk zV4VpeJCjngwrX?kpzJ`6jdIxCjr5vQ>Ze0CyE*k5-GnLd-k7l!6Lz&mv@<}jqr;_i zGubEs(OCd$bi26{vo>yYr4#*%;JOilceY!$HQ0C) zz1dH9&|5%cth+mJreLQHApULi_ELH^y@P2|R&1sM-vu95h|sZJPnDPvrvL8-HY^op z-HoZNyZm&7-h%}uGneR#^^Yr+Xp|^hh^VX>5FY%{b6-_rKmO&;Q!U2PLgf>9>ki%2nI)MRo!{tQa>Do$k7 zRhKEMj<{xy zik=i2jI!9S>PH-4#l+c{DWsdMR#|z>QsEBDia{%MkH)N8Uv>@QjA+t5;)M6bjVb#G zVx%i{Ito7^VL?=^({ZN7wmG?3C@=+6m@xM~Bv78jd}L25eSIw5Ek5g>iAy(YL+&?^ z#_0GL1J-r-#I1!>tpCQ-eev#uEU*XYL3+qfU!;c-9ph-kw5BlS1tc)ipb|kIp;LbH z(4*qYMbh{Yn`@l70YN|F(U6t&GCj8NiiwY4C3^>CD=URSXRgj$w`&tde=LJV@brWi zD;vize*ud#S7-k1*<{WW=Y05*&r2qX@n_7JTFMlW7+d04JGFLHhEqHCwn{-TxS{HP z+d8#1f(760aRY1HuC1*VtuO7aOx0+cd)V2NR2>OPaZ+TW(^IgTZU>h-J&me9k(5qf z8(|LY=Gh8bZq}VmlV_P`7RdV5yuc7Y_6_*Pm>~%X(|lOluteFNm#e%bK+n;){Pa!w zHq#Zu(#g?hT8;K1^O(kIrlsHY)7R;H*lC)$F+jfd*3OtO8*{Cw5u*idx0GEgLN-0l z=wUCKSc*}}#aZz5lG*c%%DHmA-8o$ivSqH*Po0I?9Cc>>IVLzihaq8a#+k6zV3KB{ zKc~+cJ1%59BQpLI{j;BbLH`n<)AWP{vtKcN@5Lu(Yp@Z6`3WrEO3hlFoX0v1Fm4cy z5P*lLY5DIQp14(C20%*!;7$*8`px+FW?jT+^gB74fehgH^ard*k1#bZl-kHBkp0W( zPty5$rWNBfDA()VENJxaSit}W)?))qa9L$0SG(j`3zEGFkS4vAod)PX>A(E+AM|JN zR*1YpjM=?4`U{pQFy|M7nMPP$E;ND?jkv+T(%<~_0-eG6l!ESN#Li4B3w9_FJVp>F z++KOYFb|Y$kH@<9O5~DbCFrtWxV{K@1-pEXKV-KDcH&dx~YUt8f24{v|QJBjdW#yCRN&~D_YWEVF zRm61V#D`X^x#JwZ7<{xtAh`>8*4qPo9?yVXa2RW9+`>A~WU9)hFXjdvPHV||C8V5P zvCR5d7uN0$YCIdL=!@->OcceJWA`6-fEhOZ)jGkjQMSZ0ds9GLvb#5KAiGQL8|W`I ze;A>od7>m+X|XVJwxy2ISsbjvT&M#pXsrRB!coJe{!` z$!Q*xSjTWG7x02bI$xBxp>G-L2sU(a2nS$S`ngR`_W1V245bTpm?X6TkfusyEH-^hQWwI}A z5u68-3Fus`8c&P_XZ(v~P^9S+nQF!shJanj(fHa4B(C;5G{*Yddne*R+OSXS0+@w5 zx3(dPw&5+t_ECB1iM1m5;LKUP{nSG z`GTX3nt1`6oMuCuA1tq^FV@f4_Zwx^e}p6Ug%vkGMurElT!&Wp(EVs^{s#)IQz@8=iG&J+H&GPz&B#A74GFV z_>m1)9oeQ#gJ6}R92ai6#hdtMNjG1IR6Sv=!|BR{0lr1{nqSSYM~XhCJz5}^S7>}I zwh!>W9Vs!;0KX9vOumh8$NbmYicB6HZ3A|MDUEm{KMsY;@l|tcQf+z0k_VkFPu!~- zpIW7lGFP1yxUvE6+}d1UkD%+m)ncf zb{t2Ur*D4|K8f`FuSp~UQ zsR~Z=%SD=7f9^*a0mW8P!HXwo)(0!yO+C5~W0&Xkv|r)Ty-wp`Dd;mF6~PYS^MwI@ z!Hl6pHC}z_P>^xqpr_FjEn2Oey4&Z~y}{y*2ZNI;CWX8q&jwb%p6KKYe7YydGZ@#R zpl1d*`tcmB@Xp|9dE*LQ4~8n1>8f>fYG_KRd;?>&fIclGRbE|RI6dSK>DFlHg?u6D zSrnauRvvxEhEuobj~-))8IQs6#v6hac?8THl>i;Y%&PE2XDhPKS7gmm_m%2?ZsWY* z1r>8b!B8$+Lx+T-XjODx9vvG`y`CpX!_?sXieM-JHUSO!i!O*>c+TkA6kKRYq(%v` zHd=jw7hKojw_d{9X{XcjKuKa&S?egeR-;i(p-sEN23?yl{AX<8zBA098fF|HdQP^|9qJ*Q6*V0G)J>=SZu06pnmwA`v3>iDpwC6&RFq>crD*aX^M@wCGfneFG zn>?DoSU+{7G0LYt=G!Rl3Wu}c#7dHgD9XPhH;{WXPBD%44V?9YD0LoOMw$CVJ4 z-TcOfN!EPUK0)7v!I}#WW~Pu5E=TwP5A$bxv`g)8*CZZb#Nvc}hRWGbo^p2ov)|^S z>G}2;>kee%_%tq+v`JG7brT3K_PWz(?8-UwvYdl6INWDHn|nei$USKz$K>*)CR>oJ z3rej(dL+V;6BMF~oK1HOa?zNBxO?YqqN9H>e|HHh7ItvYnH^)>w&1IBCJMF$U7^?+ zEoaV#Jj$FkM9i(6BAoGt*45EQrm($eXk|85)L*m@h^VneDW~BR_IHsTseyDCaJqY- z$AJO3E8ZXL9f-4MNynB|m-)xSx7|LU*lsI>3a`)ey3Do5^7D1j`XI$IzX2eJc& zfg3CLV7(gb_$^rE@Uk9tn=)wDRJkjAR zgMZm_+%9WrTD};CjV(>fmaFUHXrsSjNpsV@CR9cJ4b4r9=QY*ILxWwuINFpgUmQjM zrOgeh(c6)h)B`6*pEXn6d640wEJ^ z6)V==VkvDlOPAulv7t#?G(_tf{Wa_SSio8Xlauuy96Q=N(6>9D-eK;Ug*K<~vEgO0 zbV8o3!jg_e4^FQR$lm14?E~;qeb|we)d{p&mHi|f9t1ADYab?CR?n*Z){Z~S=@w{D zCgbTfSjRJDV(T|izdj+mcvB0R08Ggm`LY631Xrh083U_O{jgW;h#20v*eEZSbeX0g z*x>toEQx*xPxX>N<62yEluGW$jfcOBU!N+R$=}0$z-&N%Dkb^WKR{(@^?hkellTW# z>&dDP^M9u<rMc4)CiVxvH#2S#X7Oz`}kA>IMTzq470iNgMBRL_u1~1T28l?u3i9xkV zzPf9qCdE=UO{c{UxzmCrw1k>1xtu_6k=M$w_i-vaNy|DzEl261hi7|lJVM31c_Ne- z@eeVQmpqd-#ls>IB(0!nbTOTW>m2Yi5ByYt{)ONt3VxP>pXGRNbMZ6B#m`FglTkn+ z+5D_D`GKe}MyV<4KZ6fHT5YNet%0b+#i4Z~@n+vix}>vqn7AWh?@`*=qJ^~~x}-%f zYAy*EhxOxhsfR9CWrMUMtBe+!gcYAo=yfNUxq@cXl~BM{bRk_$3uqUF-bst-8d}1K z!O%5e^BS;q4Q-@OrKBsV1m%8uIg}*AFQd!oau6J(R(b`>d_uURxJ?eDn=n!*&?mJ! z@!leJcO~8|sM-XvT@4+X2werW?!r42+_~El$KkMMt97@ib(+u8>oi|66zu;T?H!_P zw@mYCO5Izh`GPv`eB9zaw}LdWp;7Tm1qviEgI|PL1x<=yMuvW>wUWOTUIyM-5-EP=iwKZYVT} z&tzs{MY5S+PuuwoP)a}T#q~PAmG-0jdOY98x6zxh+W2O^9eXNw&I zkD%`3{8qY;-$oDM`XK&J;qOZ*f1LW2VLb_xyaxX3eK4XRl%oSO@2ANC%`Ex=eGq2b zOc&9IP#b_RTuFD+hXDq;`v`p$eq|OQb&oR2FaUKgYIS-5Ek34t+y}UP9FQxe+u)zX zP)q3b5XC1@qN%%20)Aq~M;$Xh?U?at2TZ4_k3OZ$__PD2(+-$U=a_M?GUEqKGxogE z0@d>)n{gq-{r?5PM)FP8b^jTd>4ZRdBRmRG0{-P%z%hZRUIdl|ymcSd;o1fOZU7K> z1E4non78Bk9k{*^0KFUKAI9?_z;*%vJqdt53V=QZfIba?eiZuJe9drQtfCEsu zGXdJ>0_gLOw|m|J=<^OhpLYQIyaUkZO@JZ=`8<6AiIHSBorpz6xSm%VItFi77dnC8 zn%cT!G&D$$)n!8`)|_E`Hy~`jN?B~B+0C(%^XN;kX35OXqvN=<6RtsbQpG<)eVGT% zkbPOd<#H_2qUJS_t0Xaz+R#@NHD47E>}dTn6|IXUNNdOFms_S4TZRrH!+{UduT2?C##Ky3ll{7Kywer= zw*d2Rz<-Q$3-Ep`Qm$K|JA4rVhc3E{S-P898~Uvh(C<5IkJ29p>EE{04$^I{-*iuthJ47!WzAhveTRf{SyB2+2l>l{2=ZqiC_Tu6B?sPVj}K!k&9(@M-5=Xy&}36mT&?TgnR% zPAt&!bSmeCTy3J#(+jE$nO2RR-a6XAmVt&3;K=C4(rHSgtaN4RR+L zL?B!e4h+#}TFP32Ma`4KWkbBd`yiethbI?J;f)=*6a{^Jj4wULJJ2v3bkd8@hf7p? zQ5-G?4afKu$N5T3%8HNkRSb1#-h0U_X*Tcb411^fj`Hqo>d;BWFVICAFFqsjRI&x$ zCpiT7p$r<$O&$J1ThCx_liyBd9Jwu5vI6@?fMFW2I-5R63*egSX%Noz1QL_C(;j{Y zKE{0~y#>!-!1W=17aaK8=`lP%PA74&`a$|7Jw(5zhv_%SEd)~U229_A|IDci)K0?W zZ9cMzCb-y}Fhh}SB0ziK9wnRbBk{aSWfQu(6K7q5|4rk7$|f{whsTp_!Ux*E!QC83 z!u~kb@E+s=#dvpsdw4Hu0S*ULe=uPyWn3$uQg;zfz+{wv;hJIoWlB+=e-S$?ms3%e zXFP}(%Uof8E(T9>Kg{jAAzr*SV%yt5BVN9dJwj}qi|M6A8!M>f%byEyt?24|`v#?M4{ z@j*bNj1D_&KCA?O19A;>I(&ojd=fZsP~OP)LDy4-9N4fVD!GSHc3evL;(+A&1b@)$R9NaRKBc6oYluYgwCR!7C44t6e+g^sauMeFL$B{nSDbMGW&)%4C_i019b11 zZ>s=gsv$(0KDnxF?%!yt=`e1tRT5vXeCugQ?+Hu-o&Z$8j12EdNb5<+?kPBer!hl* z22+7&A>Xef!+8!GxC@5-9DM@U&+vQbv&i4X@b^GQaU9Pv4fO+5%AbJbOX$5Y0?~_3 z@5KLSCwkH7ASN`QL~Swc$A7W)Ddpo=?xKY!UQdp(jecCeP`;>-kGk!a1{A1Kh z-0G%l`RhQ;5nR846Cq|IQN%w%y@$WaKgH!AOTYhE`aO%K-=85<4gy46Mmke5MP^UpV4Z6ah zD-F8JptS}+t~&Oq-}f8zd4o`L+TbS){<1;G4LWVmQ>yl9gMMhx*9?BrV3d5tpeGE% zi%|X>gFOZpNi+5tJk{U@27lFHG_Ex`Vle(sR`BwSYEWHP9RHn7NR|+A2_g{1f~Y_UY(Objv7n;S2nrOX+SVm3VIkQtIUA<`W^b%>Hq9*uEc`vbSBwz``_=s|MknS0B&HHVN5gBooqIx zYAM~cxSGu7bajKL)%CoQ-q3UEY2yX-Bpwp~ z^s%>HEvIF;cz$H>rutVI{`_xRPOsR$n3^eZD|cyyX-eu&uQ;AM725x#_~k@4mr}QN zYdxnKCRa7n%vzc-E>{=w>9n?<)~6VH{s}B=2}pvfH_76*>t!@BT-?c8X~R^v_cE$s zT6)gZ(rVlkF~p4|_oI=aHMylHcNQEHwnKCRWauq-h#S|(1F?TKh%-AO%ypT|MkrVi@Y{uSu*TuSz9{3hPH9l(Lth z(dF#8gF!tFr83`<-XDiiRs_gV#C=su=P49l)Jgz1p>q1BsDSE&N4e~-p0i#~ox(m< zy@af6eGH4~$jrasQZQ|)(vgxBdA8ItCh5f8=Eg8`vXiTo2x1yHMBGuQYX6XR{P>K) zFC1$p`B`#Mspq*ZEr>bXYQQXRGsI48Z&hOWF)xaVKY+WqN6}ke)2Iy9FteyW_whg! zt^`Aqs6LCEg*H#ZiWFMXH!CZWTLu}zi4UntUM=hAj&6P|F^ryU+hPJ0oHj$$#!kj7 zMSn#s-#Qty%8UiR<-yWiQ1zj1X&aiQkxWu%&qE`WBtA@hz`%Cs{u@J_Vzk>BX6(De z{keeDE(Ii+{>tHgfPRwFWG{3rP9It%+3%uyTp;;e`{91XDSU+gYqG6jXd+IphsV>r#^=UO6SDAZg{LD|Gqg1?5~=sgRrO(MAwWu2e@q_^5+Q8zT&L z_OL`VrZfI9;lBo_Neqe+n4zO8GUl9lcxcCBIKPyq88f5D%{_w~G@i_sMiy#Y%SOu7 zth}J&y+!i?!I?bIx}IARbc@qS1%pOPljP1rZP!H$ zENAn%B#j+{aED7{^_XPnrXp2G(dkD>OcbPYicUUS>uC*%VSymFXfI)<_!h9=XdEcM zeO~oOUA~N#15aJN?9QQ2{kiH+61B5PceO}Yz>1~JL?l}yhB1R`-?HWz&98-y%FpNm~2{G)D&|)W)7lxh? zBMB+tm{dlZ?yeN8NyK93&3HtZY|0?|>^dEYI_yKOx?&jKCJQNankfE<1(sMtSyKKJ=k=1>y zmqzw}bg}^&O{3^xgXm>L7+@+?7Q;0*j4^tA``f^Ak)ws9o1>NEGDj~*AIAVkl*7m2=NRS~;keE* T$}!DxgJXw9M`46Ed|m72QDZDwHtZ@3P`CC!jKAyM!n>;iC5Ovt}S^t6-SFt z;lw8(4#-Mxd=z50?V$psUS{6B*;&1r_v`nMp8#Ir0pW>IJS)qTi&Pdy^I2I*p6HxU z=PFNR#rK7l`xm$aBJ^L5UyP2$so=RNQvPvzEN5o#^}iG$`ukZ2EkgVJXTo}a>wiP- z{?>TBM|eKEPT4RXI?b2j-st>5RGF;o?CK~hO|A-lAdN_b5td^or=DG!xj-&}K$+z~ zD_0FHN}duvG<7#*Jr*`~$RZa4FGzb${kRo0bws;tz}~M!-X?q2)bAcGzWOX`oqeaK zUVLGG*a{vFXz|T&pVhuS7E5*s+t+S#<;GSijme2yzHnsQIYQ`Od9#xl!qTBi3t{H2 z86KANY9`;R+!h<3=7muw@EtN+XOa3+-D$XuH)x)(9WgP;AT*|;bM6b(cK5xMCgSBgWBP;ON|thji|X_6hcmP~f6ok^5iZvGX2 zg9j_c(H~{mOCX`jRC(|+)6=iJU-$I;_4~(907rPqa42Hl*E-@Nl8H6Er&Gy8qj+~1 zt5BxA7Dh5iMPfebbRcZ3lM|yFBJIo61!E|ki;>_;BoS|Q&t=cL$T4iqy&_4py-MWO zndu_Wuv+hHtKx*uDjqUy+&FLL1tN{4C2(0NrN78<>M#tu3!>*Nv%KQzS@Uh+x0(#w z^@XjqrKS04I%3I>gc?eQy?=zh*DCH^P=eb&YX*L!#<00KW!A{fV!Wp0farsZ&yva& z8nxhE>x5zDX1a#7A{15-=nO_VTAq^~EIYu!`sDu_XRm#-!Z$SLWbAoP+3}oG#hZ+a zm*1T7WPIT4v*XG5@_WI_;tm*&>i;1CYKPdDrqX$pNrz#r>Q^%kRM|cca@xPj8sm!CmGsiQmDi{4>A9+HSmuJxt0g-G z#&BlrTGcLB?Ms<8Z9`K_npsevlQq!hgA$cRmLx?i8|mA^N(vNQ6pd(#;0P23UtI7(#3Bfwh0wH|lrY5hgBe8|+QX30!EpX?s6-J# zmr&8o;I~%|&M;nA(*f&<;0qUY+szb1YkY9O+YFKT;8rq;q5WR687`8*p-P1GOh(EivK^p{hj&_WT)ew-mHKpM#F zpKH_(82*mGiH+3$tk+fd+LNE&ujtLdkK!awiI9^FvTeC%aBrb{CzE0L6)iLFp3HHU zJnl7&aW*Jpm|PeIjDqY83U&%a=;#Eu?id2B!F}ubyTGS{~I8lIs!@f59zp~vVnZkWJxJqK~@*cniJ6k*H@>P{N$#nV0by{S8YrxR#r76vybdu&dGJ4x*$Mhi3F|d(*$y8|Fm%e;y2Mdr&Lrcu-Gpw^h1y z;CC>Xq*-9ExY+*&>DEy4DF#I(t{xX^WgBW`8){`2)Tei4csJ}y7zqrKLIL|ZGAK%= zx7YvWw~z(+ncjd$_RJ-Ql235PwSSkk`5`rkdO1t^a`Tp?S>&xzh|<^d94TPOV;8bU z&*R$2nds7<8#hRcsEa)1C6cc@StmhH!l5m&C0QoZQ!qQGl zEoj2~m~fow^UN_!;tKr}k(Ox|;9f`!{eXb~(a;}|zC*zGXlN7CoG_N8?-^#CMPZQm zo-N+LW48hRko*r?Ly(%Bsu0#m?{-oyAnhDF0eeVP^#?@wy+h!GMx2COSfP1?{$8a> zGRyF#F_*@C8rN{0W_*;!0?mZA&#RQ$2i(KPH^;b h^m7bwoa8vgG3o42bBsB}S!ethIkGL2?Thq{{0Hw$hlBtC literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelResult.class b/tools/llm-bot/ai/koog/agents/core/dsl/builder/ParallelResult.class new file mode 100644 index 0000000000000000000000000000000000000000..ffcd897a1e9a6af63bbc3efde2cd531535cce85b GIT binary patch literal 4522 zcmcImT~iz96@K2;*CJ%J$i@N@95u!yjjY1{}%ZO1kufL$Qagnnd^Hn2$S61^+N zzUk15<_~lx)All%X?x*|b|!W*$xMej7oF)3$gk-%J!f~3R#-{NP|s-fen00qAMbn4 zzy9;Z-vP|R6__+Ez3MpIy0LBAuGGs;-P9|xrf)T@TE(pE_l>$ytC_VGQ#NXD0z%;S zOv&DFxUVnn8V816Gwf~s-qx;Jc8m8KZs&!$XZH$dC(kDk6^PGRw&l(VR7OIFR^7T~ zZx=%|fyl+vDzNNS%-avla>KP8+t;Qzx-L-eAZE=|uy_{inKj=S#W_#P^`m*CLH)^$_fNB%TWn<4&krcR8b=;a|>$?Ygx@Eg&-8O1^$!1GP zt1J^p3G|hB%yKnAU|;Q-v{B${SgT`Gwd@_3b96n09;A~v2TdT!(tXRQ$OuG6cs-5_ zNyN}6kO^5o07xN;Y!?*t3v}^u&v5Nq1L-N`Fvwe95STrSWs50faEXy#6o|SzmK2ye zHDKU*f$nY7<(Ob|3tSi(eO5bxRIn*ft9@6X7->E-8bpl1x!{B^N8k+tK1+xSl+K0_ z3Pf^o+1cB7Y`W^#!h`AX;1#lJ+1Y<6@VjsjJ*OLZYU4B=_elp<|K|()JxR?3;#*gq zuT3IJAxdUWu`!1$=KBUcpaNfyd{6Z7qxXEAPzr^95Y(p++Q2Udw$R*dJH@5S-Jhnf|mDy|C*x1KA@K5(k0?t|WP?6TqBG0Lt}f0)4Q0@*#I zYWmX~mb*he=^B*H1b!cml>lYQba$M}ykS>rrW{^$oN8nLyKUTdaP8r~*QAwB%1w)E^1 zO5jckZ{l_mcQMa7VP2qkhPN$&w~|<7lz82%E(8S0jhi1dj2bzwFKmgH{R`k&dbiJihK);Jr!Ef90u9nPeQ=F@)n)EAfY%86Q|?HTS}3{pGA zqERtigXk)I2NCjw!heGQK<22@`~!8EHt{@9yO z)3`fWSGiT6eyH{z9TuYM(V-@&5t=fsOhs;9$;7p2PML~P8_y}%j}9{_Es;|*(Ts9k zOsP*ljz`rlExFL8Wq8~CS06?edbIQ2Rvyp>lD&}DF0>ALo948>T#pAsm_FLk;k2qM zzC5qzOPubZ$&gGsE13y1HEWANoGmY^f|3(B^#F5I-zO3PyZ4hVpCH}j0IUg?pJbxJ<{#h z$rD^B3k=*S-Qc=;wXwBbH}-dK`bG0(mEQTmm4@wFdsGn}Skj`9ywNK8sAO2Rwr#_0 zFiOLjk?9-U~>2*ZnNrZ6L4Ry#q7trsKHMC3XCVQsNrD>M;tz2-RIw?vWLCX%wfni`op=b=0p?U%}64 zOw}3n{P8<&dsDQJ5+fniX!ir!6{R*mmg)W+y%U-9^k4W47Yk#LF;EzPjG@BBW90wl zA@9-uMdFbXYgDYhO$F&Xa$Rmpmp6CG5uF`l@rSM@-rA~)iYD_fM2p{y+ z`1XS*sZ)(XZf4J{lF2!Evf<$Q63RPc;}f4@nyur*`f-tM#znRn7ujZ9WWAU@j*F=_ zdv%HttqZT@oDu>EqUo;loU{ylg7}6M_4|tOt$UF+sr|)yDdy~wG#zUcTp2qp( zakRxQg;+xUH!cvnblQttrbB|7&c2Hc?{Q)$Cip6^P$wGP{|G*ykpc^KYJW?s?~*$< zHxVh}=Oz52gkR!U)Z)Do3~X&eNR(08#3hNBBut6-CAKA!-hWOaBY7zm8cW^`EO|SEs#114;QHjb===<@10k;?V_p|x#b8oZ&$cl5T?p^9Bv82w$zlCl6&bwk&8JeW?LyC4B_aOGtY&fd$E{d znTEv+w5JKpl6!d`n+Sq2{GHjd9om(gZP%e=LfzahsfOk7ilv)s))i%L6*77$SJ0F7 z)AGo=Yvmo%K&Z3c?A&CgoxWAwNdU3jaq9X`*OpVd;K^l8N-Ob#p*wuhb;_>Okkq7? zykc0cE`?5xWj6I~T{U&9s7~3o$#pAvCD}w=%x&_#Lo|lb|6*eheufj?jThJ%M1Wzu zovkl>n;<$F!p)Ds@NK-U%OsneYnTOIsXI(Q@KlY|?5>8RDtz4}gVnidQx_sR^ndw= z5kfaZhpFed$-p!QUnVxr(AVl@hQOp@8O{}kQ}KF?yx`@ML#qt2xVHbXFb?945IS&( z!S8Gsg5k~!t$Ga!L6OoO%iE>0$z_N!MEBE?;ecUn+gser5{5JJR__e8k{E_sW0G>N zVo*}&g-S2%P3N2-jx!u7a%XyRX>ny)TS(u{u4Hed7iQ8k42R-v*oScf10lSPXc!03 z(**@58G1dDOI*07BN@jSdYp}leQ(j4)eY0FaE8O}ELaWW3%V-J{ZmMbpq7rVC@kHqxTGF zBie}DPF#G>9a;G*MT%eF$80huSv5&jUmHV?bCZ-L~MVvi!oEJ1w<&a#@;Qd;EFUp%W$ynpn2}-1>MmJz?9OqkD3QX4onUp=-!eOA8qa! zaz+@g6v%HEb{|ASyAMK2q`Ue#s)UqIC9?bAm@>{z`a5Y`8CJ%9X9E%cG3A+L&`v#+DR+bC0Eowf^v`h6Lj&~a6-7<$g+%W|L$BoNJS&Ff`v-J7BQ zaKSC*c*Uc1WsRbxJJrGw)+~!xs@(@CFZZUcylD%lYA#tU9#v6P@6L#tN-e_^M}u!-0{`yCp2f+5-)nIHWF zV^47I;Zt0=)pzMJF8@xad~j&=LpdISOS7IT%K>6BfHC?@RiZ>YjZP#D>H5-RXFdb~z*pKU& zqdiH>c*6QIPb(j`iK^ggBt@bY=!_I~o$gBxJ;NirxG_4mi={_cex83%gMSa*km^b^ z>->9&f26ANJ)(zbSDGj_*rCynE`09E_TfHJ6cq6VeG4>OAwyT!;L~tZ!^awK;kJe~ ze4^nFK3$_s#a(>1hJb)BkQ2xY%n2j~UFP(l>wvK~@6#wl_+S`WEhVqagN`ye)xuqZ?DPSL|gr+SvZLwCwn`E0_dUJ2g?kz=e zhJVAae$mk{=qP1mMmm0R#{Wn^sAuzPYy%w>XOgpf&)Ge%J+I&X{OM-^m+?8nvS}G> zuA4W^Ja?opvTlhRIbj=oLvlx0u49ZQM-?rR%X2X$qpmY5ge9cu$Z0MF-HS#o$F>}v zBU(}<9YxFX=&%mP@Ox^_l|)sXT~E?6Vcc0S7?vY>$uVss?TI3Haw)Tr$(ixmX?0}9 zbFz{&5XNM6cWxxrOy9EZB!F0M$eO<6mCrF#@c4XENh|Q2WlBEl$)YFgk{a| zj#h@DW-fT%lj&$<2sXYA!xueu^LD;`#F+}##kzv2(th;Nxnmi0=dUkuKcQ=Zm zcXv!uDwZtD^{g=Hg{#{sspB}qkvx~1*gE|HnrX8Y0vZmv>GLqr66EY&*h~qkgWsjI2p^kmB7X@?U{>lQAn)r6b*y5a^EFwd87~9`$W_D}W118O@RmdQ@Gr zX&2g-R;f`sMks+QTo~>*uLyhA*4;t2SM)Xs9ENZIrTG87v^UXKy?9rELUEKbw;J3F zREBhnGqfdV((|J;;|WUAnkN)79z+6@?U=y3K^()Y>OR#rtw=9*p=o*9)Aj21umTiI z*PEnIlc(7k15~efp%~8B!nmA+qmU;FqsksiA5)a^k)blPbf#g6j$DCXAFL zxm}GNuQE3Qu4UW}yh7%3R5_o`SUukuXSIJc4AyN5i6FPmqmvit={hUU}F@XMGT zK0%3^_PCp)j?$HKsdg@!CCkj%d|m;{Nh-0~wP~|h{q9WBNIK&cGQ3p9w5P4SW6E+< z3ML(gm&%h3CogvJ;f?@cM|3xx=q`QvG^aCUC2a)d*xr0_8BGjTIxJZAcYJ@PSaS)ft zK4tG%Rp|(+94DNzm#P5Kl*J2lx`o#86KG3=n;5&~5BmpxM1R=-J+3{%^@l{P_@IyM zQySHL5XKZzL{qrws<1F-l+M^7tcG_&qaAvF7(bvC)_XY;HkbZ=Po%}oM z{5y!hQdgN-9{xiPl@lKKru_R4v&(VjSot>Sz_q*TR`_26R*Dt>UxPWgM z;+n4JEi0#LId0lQ%~(aQW`&{hZJV1yw@fvbh{=EPY>ta-cF;0oLg>QQOna6KLFAvyRNb_B(bNnzRT7)r%qF!$I;%yU*>cKS$;{Z~OQ_H{u|AKKh0m@z>gv1M7v7ly-_}KzlH4SeZOS!13F755}TC zbi&sG7Y;H62NTZpCJ~cy9}b|)i#GTfJodUS7%tZ+eKG6|oxu!cw83R^)`4$^hT))Y zZdrL=tvZHNgZs%J+CRh)X%Oi@3VE8ROSxHYYgx_KDE-+QLsz{_MDjL`8g5dV$JEj3 zAubrFiC0 zL8lB_Ri}ctS}Dw!g14y_Dk;Knt^vaRU>Z^s#Y890;{wBpJ;6*E2G40m%GPWi-_Gz& znY9YuVNf%gVFYX|Fi<4U3Va}t=4-V1fq@E^fxs=@UJumL`T$~25SWtNo2!=Floyvk z``01#oT=Gmx^Yef|0t`d|u49Zvk9{h^5D@ZVWJ6N+;U%}=6e{v8-8?erB=l_P) zy$xvN^+W^_lYhnJR!`+^NgwNe~4e?A2&3+l5+x2T|~m4^do`!GBDt z=n&N8z}mYqwak0RQWM8bHg`WC^77N|7^^!GT!k$u{w~=t*?^QYFFS79fo)y(Nbp=) z+Ro7Kj^Dex<8}Evy{=wYx!ddV@9rFPjk1ty)HT-bcT?YU#Vc3P7Isc(re)qPSS3NX zBQibOXa}Bli&gLm$?g8DEW>w=3riYHmvke`i_W!EUWg|vLv+sYVu5FMlDpbntjR7> zJvT%9j1GJdAiX;7m}$J*3bsfVYxiC1r}iY$Gi7DzVCqR)B*)8IQPgiu?qMhPds}24Y4bi| zkzP^{F*q0c3E?|(EfA}`Xco{*PjvVp#_0dqU7VYx_n~ko!+AethBzy|4o}8uz_<{zHl4my_BTP?>o-6bu=y75R6D>2i zOt=YMHL4(8POcDBRDe<=s=TaF1Z^~{{}Eg(65GfF%$@i2dBXQ_w$Jk;7Vl&EE={Nq z6)FeZUn8m?@8L!{(0;5`9rojWqRd^TEa{JtyH%PaDVwGBlCtj5@Gd?K6CoqJxOpGi zlPP}T)oRIF#m;%OsDm%rJrx$Aw^#;@?_NM(^Xq6(unT&|E1Py9aXGO|wvgSBIgc`dk=G#}fM4L9`i_0b2hc9iK55#fcUj<6v~gDZ zU`-6I2ow)mMMkZT^tGK$%F5nAG<7hn5IS%uh&F@-{NB3h3S9q}PzW3v$kE4^RPGXp z9E3)o%e1$gO<9jafz#2w{v6sX5{S3Z{ZeSp$ZVxBCp{x?cm^XvtO@k&PMr9rN2$fn z!vmz7j$V!$AyTM8KCG7!&B*>xdBI(3LSx zM;ozxP@)GgE)Y~yRhh8qhL`Epb325y_#lW0oD(?tBJ)$0B@2d?@eEHUw{xyc*4cHrVGMgJ;k8}nZX-Sru zdRQ;B8V7J)pd&S(S(=)k=3G~!FsR8y2r1m`#0}gEp$~7U{d4qa>5Ra+f94Rio8haK zCIoJ_NSwVnvRBfAp1|2g`n*nj1hDkt>S_kItM9%y17J8`!?Ys*u|RL*fOZu}t+?gm z`$JQWPz_i~HdV(*s@taOF~hYy&n>p|FdW=@7}UbuLG74U?H<#@I}eX*V#i&pW!_{7X}&sIU;N|DoBh!KO#>lpV3S^IsA*k50^rrt*?bJ~a-MebEY5vt zhh=TWD4Rysl1r-Lx{O({4X;|gyI2Wxn{!5~KG&1xJ8!;H%*t|I5=z;&EKgg8>q_2p zJxM!fIWC`1jDU3~&sv;uD&?G1Zo`M)-1hvtB0scc> zGe8*X2H?ogj~U9D5_>v))ir@w`|uNVeNU0Vmu!#L#OOv3N1&=OdO25SUqg_6rYXlt z$yZdOBJccDoVpYH5rf}xz#q*ve}{*kVw7`db}%tF@)+kIJ;Q~&eTgTy{3{pv;Ij2Y zI}wJ*UUyaHb42kRqx=-42xU?7x`L}!aOdmbBIv>tnJ{Hk`fyHxTIT9D{`WtFc6am% zW-t2t{Ubl&OuzpJq#tAc5hrV0W7R|HZ*uL&0&a7ToAFWISU(o2-dE>86P}`}4A&@A zbKI|vwKq1rgXIx29Nod4$GH2diQcA(UYbydxrrw9DxY4OQ2uB`h4Mbil=pyRyjpEI z1hd7FA116i3?J@OqS0B~{5RM;Oh+AYDR^^L?Nm*_YL2VsEtgtPxOf|%(8%g4d?|dI k!e=Rbj(aJ50V9Pha;to0ArHBVHWzCy3NCKDxZ>jKpZbrr2LJ#7 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$$inlined$onIsInstance$1.class new file mode 100644 index 0000000000000000000000000000000000000000..d491b9a84dac116d75f5be2d15cd671cc2c9f759 GIT binary patch literal 3428 zcmb_e-FFj36#va8P1-cHp#l;>8X?g1E8Fs^q=IRi%F?vOrY%BM+$7U<+s$sw?3SWF z@a8|@i?2R;d_s=`N6yjeqko2fh{rq0CJi*uBa(A6J9B5|e$BnVd;j|9*WUoVhc6k5 zx}k2`c1hJs+;W6ku&Z1x3RC6V4!4A1TWVTM%e_po#Ko)=x2?1ghH!Mtnd3sxy<3K} zKF5oO9*-NAX;{2ShcuyC@=$@t$Ae%De`hyshjyh1+jZ!eP&c;9s$n_2YU!q$b47() z#jIY=7xh%*v^=urS_Owx5$cRLJ3o5W`?_Bxp%Fkx7RbCuzAq7fr6c)8Tz3PU`h?SCwc zgLor^4jf|eJL`sESbL#WuQM|!WV+)8yIe83j5UVXe#$Z&FsvA-gXPqEUFdQjyXKG<_VR=cL&)m%|=Wb@^r!&(GhZ1erhj9}9 zA-siH7zfbP1qG)VdOeYgT)3tq8OIrVob{@GZ^4?;4b!c1hQsYFSPA1S20}Q4L>Rq@ zNRC4ciAF9|s^m6DE!Qzf^{^=31g9WI7|!f9`5DZaw6_hb6hx9Cl()CN^d{RAcUo<1 zqm&^pXd8R zBw;X)%T zYASeTd_Q%9SlF#U%@7o7YxN7_!!UIUSEcbehJy_U&2dLB>W)qTrj)mQ)J`aJU~&Lq z_@w` zpD`rw=%P#gU74>K!XRO3%d!c&WrK-vit`Q%tss3N3mFiBEI+jJ6P<8`#wx8;_-bc@ zLxJJPIQ%1#7zB++>SX%9Nh=Vmqlnh75{P)0zoyGFFD^g9+qZ^(#_1nwN2%ED{tgX4 z!65Ao&yDK1TYAKk6U(1;bJQPx#;ww1>1=w{eIB z)4`^VQQW{R?MYhJ6BflBt$f%bs)B2gG>Mw0Gg8zIx-U8O3=Qw#=E&#{79U~hdHy|3 z{ylUTG@b4l1k($c)h#sO{X`<9%n?^sn@VO`3hxvK~@6#wl_+S`WEhVqaAN`ye)xuqZ?DPSL|gr+SvZLwCxn`E0_dUJ2g?kz=e zhJVAae$mk{=qP1mMmm0R#{Wn^sAuzPYy%w>XOgpf&)Ge%J+I&X{OM-^SMWJQ&a{j* z*UcMdo;y+)S+~TEoUjePA-N+g*D*$uql%Wu<++%WQP&w2!V=PSNL+; zW;AL!w&m~~9ZHI%qYhOv^uilIax`n2xGFkJ3o?Yrg+&156X72E;Bpk!Qi=d@KSLz6u=qRg__yKB04^$J zG)pq*QFYCxU1(ccrC8}0p-if9VYuJCH0)VqcL&*C(c2_&7{2|N;{W#=-$YyW;#~m> z#Zk)KYH%-5J<>7G(3YG@&yUWGCn!m4o>0Vi5D84SV*>94aSX@ReJXNVkzVRz(>k-K z>(%XH1t^woG)bQ(PqQ-ysBrH>Fw!q9EH)?UUkd`aTV8;@$(D^ zY7Uy_(#)CCq*ACA)_pXuXbLa|K;2+XZG1%Bu+)y)f|et{jc+~Z3TSOwKnra>2+&VE zO8YkTbxga?P6gVw9)#FY)~5|=r~GX!;^CWV>p`N886@96ShKCv~eS9oHdulF*|LI_qE>mm7)jwVQZQC;TCql6H2`|0RX4{FNV{Gs%O@?xJ3QynNLk>Emas_J zsOmxG@lxO%MScr~mQE{FlLSIgt&P6?gr~|vP|}wHU-^vQ*V?~{!`~5#!6SI2f~NHq z`U0^!ig5WVm6ht{uZWq-l(ENn{Z`)(IQ>oeD26Ia86N6?j9#MkPY*2piv3S8xYT8A zV)*G6ETRah7^N@r{kR>Rw&Q4%#vXOyTLbYF4k=3?bEZnCxPrF4j z^wu(bNxYZDQWEcDIf)POVGQ36d%n{6o~(4w>@m6Wu_h8CeHZjwW~bhBHtn^OG5 zuYcf`m)_`bg^mKsjP~091LHW3<8$&wp(z!{(ahxR+4t;u-{<{)fBWm_UjUrI7XlN8 zsn0u3UN`d6_FO&d6s4YXEnO~o(soV9)`yZq>MW7VOZSWyb?hP6HC@lJy>aQfym#L8 z=Eh~tG@^YPguw5qdB?L%TQPG=o@q;0zq(k^P1}=2+pzR>$z70kE@c!lIb)#qwff{r z$guD_UH@RJ5yUcF3LwiRuLg0X@;Yp|a-e=|q39GAJiSoCs#h^b>q^w+uRyC9 znRdxgPzHNaSB*tOw+uV44?B(}4SV3#ffdBb%vG87NE7IO8qGBX1ol*Ktf9SzW`X8G z(>A?V1@^^i###gHKQ#_KkXq1SrqusmJ>9t5;R^((6~y_I6W1wCun>nuk{jCpmTMIGBJxL zlRfL|$@=z;r(uu4_Pq2)CZ{H+&m|`km($bfvx$jQiBkewV-3s^LIf`cu@^51G+9PQ zDy@BQMZ{;zJ-2)u?DHU zI%`)`8mK35xR%gQ6CfJidDv&`k?ra$yS#=>2oso8%I5^yY6eNFGss|E#GJjF5d|HT3dp?9lr8*hp%<{#!g?a=<@aY4mG#>xeuHU zsvERb%b;O9_Vt2Oa+&*N-P=gjC$(q|Or~8=7|#U0ZXC*rYo=scIa#cYQfk^8u8`Og zWU-*;JC9>kHL4nqD~FgtYr+190zz2CHM*lg;)rFqu4E6`lCZOu z;?Jj(0VgLl!xv%Y2Yk9Xh3E6X_c6HW+x1ugIm0{*)gxpfbT z3+=Dp!Pu|7HW4eqwm zliOSpo}X1W)e=_APPOcE$#u7j7jT6_^0V+KF_(my#8u2EVWE(O4QH04A{OxOESg*t NUAQhTxj5q@^*7J*{jmT5 literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$2.class new file mode 100644 index 0000000000000000000000000000000000000000..5f3031da0ed55d69e176f70c5d1ced3338c68cfe GIT binary patch literal 3940 zcmc&%TX$1M6#gbj8%P69D$lXGh3q!h2{ zZ}1oR-~&(Sl8dsI_Ss*=i!Q%uF0C|ez{S#sGnq4IW?#O&_cuF#{PpW^0FL8Zfoan+ z=3TdFm__M$%E-HAX%v)g$R$rY%5oheok{C&`vONQlmvh0|)k*%l&=@cf-Qm$a8>bv!pn-wST zQK>Q}YO_P5lg&(AF_#J`a>=WkI97c)O(EQYTVt7H4v|WZvVNK;lI_4Ch&G2h2s&3ZH$ySDpc%VI&v)%l> zK(uZ^^I(jm!stMFD}2}{5bMv>w{PG&g@>^PoguU#A`tNAEG2NEf$d9jLZBm-XO7!a zr|TLoHZn_Ko8>IJ^RiZl0tfrohht##NtCx1nm|jKKT_&N@_|lII zi%b{;i0ecdr294X7p1D$o>np>u-%(0ySHbY3DdGGWht<;SqPXv28KgO;w=IHWNcWV zdwp2KIE2Gm+1mpB^$KZKxIw(rihRiC@3K0oxgv11iG}NpX$nyaqa8Sg;{y9vxin+j zvS`{_&-CQ@QeH0T^bO)Y0V8kPcGPpDePv=+l6}#fyvZzx_El}^i{9py6K&-87Nnm6 zFss8`tQFu`2q(e#ZBc?!z8eWG-wpX99U;z?h1V0yu!59T*a~rvRrRXb@zO#y2J}d zmP@){_SmLw+Ww8Ous1UMITeJVK;qh07t=iKK`fFV8$B`S*;TF#jJXBgP~DR*dHIT2 zw#=L@FX@2=N&3#uPnip~_s&VS`_q+DPL^vc;f&+R@|bNZC3(|#jyrkVRb*$T!kk+W z2xZ+$IWH$HEwATdg{^l1|c|YiX1Q=$9w=s}G=*-~#3Phl2p6$R+%BV^W zp-Zz2PidJCX^Ym9eT@F;_|Hh((`SKn^@qEF-F#Amk1@jUN0xDPioe?v@p#|?62IVt zAG1S0AT)GeZyCJ*1Se;^Pd&o;?>y$m7aThg_>=Ypaqhrr4#1aO+(pfPJVk;}n$KB2 z89sGi5`<*}XJ|LAt9cb;mvWX!u@W^|)Nq-l2W{Nd`vksOZQIZzOdkvM1QHK$q$ltb zEV5b=SE^LpH_p8nUkV;4(f+ z5Rjo|+;|A{SruIk6z)BIK1Lh7gZdliZ*=3^=__dPc_;{aT`nM!Pk5Xpo~h* z3_tF2#fLrkhQ9^Qb`#Sc#f7~zE`!(5d!1kQ>0!SfqKYuTu5bW(>M2}@KLeS;%?yf| d%fP~|4CZ0;utEvWb+jqC3JVI?6ebkT{0-*1gqZ*U literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$3.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onAssistantMessageWithMedia$3.class new file mode 100644 index 0000000000000000000000000000000000000000..94aa10098300548b051616f601eeab9d7f7453ad GIT binary patch literal 3542 zcmc&$TX$1M6#gbjn>GY`;UWQqD3PYOoI(+`En;X>38XDHZ4s;DNit1OdvZ?9IVr^} z&p!JLeDn!j3M^Pl`|LmB#pO4-HMS`g7fZ9&ne5p!voGK5y=VXN=ab(6T*kKov$~Xthr9f#*`8Sd(g z%o%!Q)DIyc?6PZE($Us73YuZLvSjI|mM%L*Y2{LSA(PX`>$}yKm9mv} zsnpS?Yt-mOs+EZqbE$wLH{H64lhx@}-I3#sQ^k^9D7spqYO7YWInr>Vp})ymCCISK zx-w;AcrQ_L*VVJD1!6P)?s#fV-_SKvxANLtW=&=lPhjXpknqDNaJqJ44>bH}7iga_ zEW>?Q;B2%G-X6w}_b&--?6<4Q#g`KX^j#^AM3ej57eogR1ki?{fX`hu9D$n+#9xv* z0tX^lhJh*7jS7VKGfUv0VQtv!vKFcW=c2oBxPLcGAl5?m-=cp?X3F^)>FPP%)fppV zMWCxW$ztm+xh6k@AMp@0SrqtXD+wD@2^*_I6H^HrW5UK72^(vcwO_&t^zRN)CThuG z@@E|_*&uJYew-FKmY442-2B|)LUJ~7C%u@ynV6kQObHx`wtypuFkTDb3|<##GxdyA zUL}Kw;EhgraE_kW)Xz(&Y`RKGRN#=iTC(rXS<|{I$B#0O^rHsqbdMVkjDEM)KR?yY$9Opgs)?H*#Gqn_p;CK)h@n!&{xWuSxAZeN` z0F^Q}X*X!)+uKZD$FTAyeTvk4+7{Llz%h&m@D3&f&TN;MB&FtcGwtfGOl)RlQEBso zB|*#TrWtnaa9@dt7Gz&IBUczB;l64>_l57WT!$O=q66>kfH$o!KhFeKnRzvUE0`4U z7>vn*MqciRAH&)oQ3jYi)?U>t@O`u)pgFNC^nX&z$6FvQ@Z|qCtEv9(0Cqe4R7q_W z+#To)Ft~59#MQ!Yk#B<^GXfpS+4Mqub~3?gRxe6wkwH6$o1K`&2SN1WusWaS6&KG7 zT>5u6q)szqJjGFg>n(D1x8=JzE!-2hSkKrO2^c><+I~nIk?v^C&$=HU2XPHa<@~1t zJ#~PZ3bUuM;bouXQG-weSiII1;iapahN4(hJUQYvuywyXuysG+Iqs=^RkC~Q{t3^B z81RgEF0^-hN&Bt^)CppBU_!TS>t4YwJL)BG;J$YR2#mBs<9XehAACAaKBr|9_@Q<5 zE2){XVdiA1-d?E=@M@LCXF-+ukA@ zk);|Zn6xZenlyFCkyO%^u(GDD>Nuli)y@e7(ssF&mD7fj9hxt*eJsc&!!f8VZdo?# zw0aIO!f0z_82R}R^$G&rP!AMmK7Pz*u56If;H~WO53~_(gsNfQ6xEtc(C9d%> zZq<~9@FB%}YY<%Tj#Jg`8U!;uuaNB-7~I105S<*}!Y2=LXQzsuhKe4lP!{tLRcIA| zdZ);0by5u> zHJnhxNrzHTId~PHQHj0`ZxWd#vPtA1lUPAMiB%ZOYzVQ2^<}gjqGEKML%*M>76!n2O z{{~-u^7w=v1&(;M`sg3!@tb6m2D;D#m~%2a^UZws>p%bg_6L9u@HNA-Y3W;zQ_#%< z7p~NEPMPa@Y3qE)BFE!n zAuz_m^IMKfw~C-sap{@VH@AzrC0t$>rmd$dvcyGx-YjPGX0rZTJz1}aoJ)+QKI`qy zPt5y?SrwTW5Xl|4F6MOYIAuzn^u^+0+bTPvNGj=RbDd`#$Br*^S+U)TOs2L;UTH|w zB)=kUiHfO&n;4njG`CINHbp_7A`;vb3TqFzl-=YxmtYLTFJp@kf(-9?7|*ds2(1jG zel~fL>q2N_h%`Hk;k$lcBPlZ3ie=|{xo%kH|EU_tP);oJyk)v%WKYyGU$;qNeQw$| zrA!XIF5L*i=wN8E%`CSWn86U3kB>5R?>90->x3mN_X@-5{<=WV@mz9Xl_B159Q-VT z!+0Z%793#+x*L{c$UIl8SI-v;kdAoHDVA)mB8wq*kZ25tEV1ouaW9D&&i3y&%D{dQ z!@&Mfq?9aMlDfxq2nAw?_TyB zw#^HsopvcjQad?bQmzf*0)w72Z9C>VvA!}Dog(jxW%)W)-B@4Er+u-zmb(#aL~k1| zJ!74;a#DffSOw^NVO+%flmJv^OBI(P6jyX@+O^gQGJNBoi|Ned;&h5KvTho6nT%itsdh|b zHi8p)OW|K*&`M(rmwZdefxb}K6k=NGJi~RLT-l%O`yoE+Ftrr&?KU%g{cKp=(p4+K$km~+C89Mp6qsU z_kJ|Idq1p2JF1`KT3Bn-qPzD`Xrt^@u#K*@L2Wc}t~DAwpPj}*@}m1aaXB5-`!|K8a>p)oHDHG-GIQjBgCz`{(5= z^nU*_<=p=<1UM*B_nmg~Ty=hjis!0Xw#=-}Giss4qZ*srS};rAxoe(=&BaPF%gY|5 zJ#7_)>C(tbyLys{)cS8%qe_`Y?&Odm9 zi?_PRAK~(!^eO?`+WTBn&04QnOCKljujQ zBHtx=m~NGdN`f6)gJ{Q>9`69|5kx})U(q*DyA@J&bqxUnHw}DZ;1+HhSi`3VKEvm0 ul%TkSFV@g1VM=5rauRbANlD0@9J(%v*2WqUv(&PwmMyi|lKMhXLi`6EX6E+* literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$$inlined$onIsInstance$2.class new file mode 100644 index 0000000000000000000000000000000000000000..dd18373239eb8046220c775168c46762b17a4243 GIT binary patch literal 3673 zcmcgu>vI!T6#v~#+D$`fLwQILAwr<UmZCVr zzu{NE==iBRN*S4vj$fSd|L~vigL-ZrZEUu5K*yQn-n-}Ad+vGM^E>CaKY#iez)gI? zFsB>Znr-JbJBMYnLN`pe#A7kTG7XF8 zh?EpbOE|if<*@-3jIqm8YqmpNDbRKu+9tHs^@3(t4lh}{sij;|=(*Jd-TJnImRq4#B+ zrozu~rg~x@$Ej#$==XBoi(;%Iz!0jBD#MqZo(4-X8P_m#yi|*Td?=$8Qc^~{z;lM~ zP&BHlmiV$s25XaJrY^)_*T0n;LJ)@-noK>zO$L@^@J+?~8QL42%+Ne!ScWsqaK5vq z&^{p^>{?)mbtVtq7Qzu64WbFh82rwPAsEv8TJ`FQMGxdqENd5vCYMi;A$pK%42KPC z-CpC>Y-70C+31w6MiN6;<5Q&EEg6IfS)oy2tIJ78#c75UdG3tO&dtuJlQW6?srl61 z#LReNoZ(ofhxicA;A{|YAR5A9w6;LOIfl0Cm6aTnf@2J=&PvICFk1s1hT~oqEQD|o z9YI_`X9#TwONrf-9lKdJPJ8Ich zUzz1REb^#s#3f9|D=-y8>AO5VFZpizgXqI0hHG9) zT6e=nI~XVF~$%`&ZN>KGh+$L{~AO{=3od3 zOtfGe?}l&+ugmjy&bvoeKuGABWjV)~)m_=llT{_R-2e&>U_ew(oZEmv5S> zL@POR;-Mj(K<8n>b_LZZM#|B>?e#Tu)^&<5W#BC@=e($*?`hE(;x)7Dy!4O$Y@BD@ ze4S6&G68gbD;QrRMVKtO2K}kzF{((cK>uu6!A86!1>-x_FJ3RJ+*a22kPIz5eI~zeZmmQ6~{8A0-f}9{!qy$-EeSiZ}0d|A6z~mbaq6GL^?;Jx|d^yq@Xa#b0sw z8TuC6wJi)h-^P{AXSll9etipXKc~GutkW2Q@AO}Er;l`3ag%;vH2gvA2gGir*@q|< z{V1-}U#c1<$^{(74YE(#J6csbN-7T$P1;MzPdsVyJne3xIr0q3V&4`OYYwLpg6TY@i%_mfym;sY!t@gY7+;$z%jq6Ee#(3hYJWCXGTIRP#(C2&JvnIx!K Y5hQMPiR7)x!IVQm4wj%|Vha@i1`JRr5&!@I literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$1.class new file mode 100644 index 0000000000000000000000000000000000000000..ef5e174500b1fba5e05ae3c58a67ec4330042cc3 GIT binary patch literal 3889 zcmcgvYgZFT7=9)REW{`mFBMBQ)l?!v7Sw7Lq(#6Qxmkj!wXNMGLs;4D((DGYS9<%> zpV5BnC)?Air=HXDx&Nhqp{LIzOAKWZ>Nyq8&d$Cw^Iqq9X7cCXzx@v2BEA(EG)#Tb zaSFOokhbUQIj1D`yld%l#gn#cI<`KX9#&&x`GR!Ey@X?5HcYErl8Jr|LWqHhMaQ#D zTP=0Uo@q;0zq?%2P1}ik!#O}lI; z=LUP9Tlws4)!M)i|0nJm%Z6?lc0r%c-jz9zGJ&4|k~|F&fy4faEfT1qQJ`_qv`ueF z;8-%CI`z>FoR|~HZ#Qd;9PD(TFj8eEkxXyzO$<%g6-5JL0ugV)bOnY23$SD30=p79 zr?_NERZfBUc1{TFHtl6+QTjVq;COO#^-gRS38VsaZvexn%$5t2(lhdgXR!WaUZABO zVW~xrQj3qthtUhVEQ)+`6||-lT2ocDrW9IJOhl@N)>OT&jc64(v3au*r6rR%&$)WK z)*bgW92PiGklx7j%=Goy^wij$%=OH*v8mCqQGtEQfZ$_@CSk`&nEEtH&l)9a)nusr7cSq3@hUqo*Y}r$t49U4TA!D&S27*rLGb=wkW%pxp{8Tcvlro zUGaOSw-B$(Gry9sYac|r{fgiHeBd>{qXC3`D^C&aXb^2ef<#;PN%Z!%Ed z|8~r5cg73^;7Q=G7wqK=JPZTl-DgXgAF&MAoss6enX4SXgnLqL#x$;~%{Z>khvq0T zK1p8p3FSHuI}OtUP3fu3?C{jc7%6<6iPhjh4DVp38P|}Bp&fhG`s>_UOZ@_8pKmLu z)ntm$(rJOK&xVwL+}DB3mjq_vOb~Hxw=*@o_mm832y^xNqh7-YFNBB!FQ4Tl=rLrvj6aV4sBF^jtf4N~jgqOEC01g*FDPlxx*=%zNT9jKrUKswgH7qkmQ5=!OY8SebrHT)6_IIWsVMU% z$*_j;;EUNQVtgwncW5967i2L#NX;{-P{Xo7a;J+ltdJZ*=x`%0IC+6+#wnL_^0KLPcg&P|7ca^=(=};qSRKg~VsO#VjoiQ;s__kV&j4DX zt^oXsP)?%Y$fx|$5w6V9x*JbE!tS3a68MbmfvOmL(84cJRV&&!_Bs0@MA;`>@LMVQ zj!F~&Eqma@FIjz6+I=SvBf{VA>-+Y8ie{fD1 zU$BiJ)VUX{?Cq&&9jBIY^zl(%#VJeD{Sk~-{JY@$7pHe)42IxUK<1e8>n3M6@ZI?s z6HgGj)%yrj7a|>zo?p@55&0Rj4>9+E18~jmymXtAgR1FJ%^}si z?6QQNE?z;F#&Wk2P9vX&Ok*B}G!|f{aTkjW&xM8JZ8W;DU5vVLTr9b`>0;y`T%L0r literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onFailure$2.class new file mode 100644 index 0000000000000000000000000000000000000000..9f477230397c0384840edbf63bdb1e60a30ee313 GIT binary patch literal 4377 zcmcgv?N=jL8UNi$U?7AgV7tP)wy~xqgpg1cx7$LgEU?||2B?HZw^ZwpT*AO)1~U_u zYE^vKw!YN&&w7p@{Iq)9m)dib4}S9B@bA#$?Qx|eY5D~4&+ zsxmRALkQ8A-*P<5v=ymS^GsX1+0C6w*0eoYwGAsoWJYj)8i z3pabkpIw;D2MJUcjtqF^uGbW3rtx{%aOFfGm9%%vs$*9ue70b$%Vo#05=+vpSzf}| zVRCu7u`n^!lI(yUiiK&{3?<~`NPg4UF|w9nm$R37l{9Qc^{4+LJMQjHH&UG*P34UbbM0aY*~6Ui%W|)mU9bpZx(J8UYlE(otqVSA{k(T zD4xZ05hO4u&}JEH(xS|{D29+yK`=~ZefABQP)tSy&UhPD=hk8q2?d@EGB{%+i_r)& zcwQisPmBum9d$w!7cj1veM;bkpm;w8jOloRflkfmrR&nn4{Ph^ZWJ%#r3fy8j(jxU z5ZYfR-Za8W;8K8kM>Pqw?<@Fp7p5>R@bm+u%vqK!8&<(HJUO>pl-nxOb<7B4i-u*z zJtsa`B~Vx7V0=xkGhpI_4Os@`w@hy%-b#fI%spg%U)M%vz8b+St_o--qx8kVygY?@ zX)ZmXewz%G`hQjtPp%wC9WU^=|Fe|;eccWS*2770z*SAO(eXKEmMvvz#xh)Y zNt)|svECdozmv*uuVXcWn|MQ2h0X|*`U^yJ-~TsQyLEg~pd+_XSe{;(VdQo<@mFoK z_^hGW2?M1l&f=qro^Y#e6Fx5fXHlT2$JB5^;M%E@_^5XSEj1p5R3`#D!{wTQ+?t@LZL{k?PAsCXvQvA-A7`bA0` z4e<$&MPqH}I{LzW+Es0|{c1$rMJIMm8n$DW;OVX_aKP*`KQ)43`^AtkSYtktLIO-vXFpJUTHH zsLW$9h~m5W9!p7(u8%-_9X}9Ao|Z_*yDX3m!_pQ0?+MzfV3uve4RQa$B7mzWpI)Z}wfehumLD8NyFF_8|OEil}4Z*;x+2&$xJ&%tOc{ zjd?Q6<2v7Y{x{W0QnG;jh38s5pQ!} ztMhFqbvJo6`E*mfCZF>y1D(WyP!EmQ>xm@z$+zY{29m@4%+7TO3<-P{?=CXJgZZT#ILvgXT%E9Mqc{-iMv0 z`A7D#eHYb-S@gD8^pb@#5Q)fQyl%c;vKS|eHvF9H=QvYF1qSdA-op>uJK2Z6gCFtx z7hDbFJNUjYP6)r`ibk4W@x94eKixRsa^YjEY|n8XA7ACpQ)+lx4RM#A{e+8W;E`W# w6`>qZcJVcQeHFTkJs00_@l6-sa$&l-=HmLl0T8k8AOHXW literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onIsInstance$1.class new file mode 100644 index 0000000000000000000000000000000000000000..5f555924abe82235339cce74e0183e121fa2ca37 GIT binary patch literal 3279 zcmb_eT~`}L7=9)RgoZRwY-_1iVoS?+7D}yJXe&^#TfQm*Dn+fEWC#nJ-MG7N)DhDz7)t4I-_)A1VQ7|NXSGqs zv7})ST^p(*&ZgF6+9yq*_eFdRBP8%f`NVVl45MD4e%Q24|C+$L&fTy)$Jn8+MS<*L zyXaD_=)FKj>8#S!-l-pMP!tVljGzutfsnsydIBT=S-(JId)mq6Eva%O5I@Wgfup9q z;jGJYnF(CzJeb3-gCv1O4cYrD_l8UrveVKxGKO!k3dD*)Q*}oq)_qbf{!RWF06~*Q zj{kJAyArCq5~c1+sP0NI7l}%DC8}i|=q`b-gH^|_a!s~o+S6F_<>jOw#v1}Bv(g`% zots^l*JsA>B^Q#n$7gPg-w-(7S;PM*;&?NHHk=ixvy7BfZs<|8aDlFt)z3+< zVEIZ(r$EeKb)EaO_Jm53s1@$TD7w)TK^J-jf>Z7N0xbtq5Jdu-Qbx9zZ@|U< zZBs#zJx{~9L_b|=u9z}2o0o2}m8T7NUAknjZ1;LPsltKqTdCmeE2fyjvaFT@;Dp8m>o(vF{1A?J3kPOJ)r#=@X;I zH`6k&N<55F0WEDU z7~Uto5RZw30^xQg*W#+aBv9aCXU$$c6ltphT*k*5T~v*;L)8%~9})QWCDs3bKwrZw zg=j}2tj8I`P`M-)h|po&7HH6ClJg@oW8*}eU6&PeD2h2GkKhB$N6~^;)OkW^AU_~* z`Q>7)PO}#R`9XnOHQK924)&_79O4@830$gmJsg(uFh1Vv%Ss7)T6L1cxEIAFrj+xB zz_Hx`Re@(9w-MySBcKMM2C(VZ)gnk&H%+yA#8rlI>)+XmMRv9#f#$~IbSl89d1vc% zpkJH~HE@yxq`(rZQGpDxKT z2rkj;w~xSgwF_8@Nfk^hBi-G1ih4VZmPpmsRNg19T(S7h&?d($!}HiK&ol2|%8kND zfmiaFlOa5}OgRLXMZ-0XlqKiYAaEpUW^KbS;`dSFQF?va$d`FdQ+&eB6mlu)mMKx) zwxwINPV$ax8n@Gy;}H;<-Bl+;OiVfjH!UYjCA)R5z(-b2E}EW6Wh1uj5b)G14+E@@ zI%Xxz8S0_|nxXCheuYS9_mOj-UmAkNJ>l;9o+mi^14#m#98Z?Wh@pvJpr~dXBkuv% z0YtcF3-VhD`G!JNRbAc2xjWrIq2qgg@YhqCisSK~ZS;{hFx^|s z@|0-{++D}H^(g{NeNQlZCDa<~{TTzTp&zmE7in+1kaVtK=5_yVtx2&uc z%M>3hM`5~ogsMK`9;NCQ&npSB?w%cd(%ZL#Pah-oto&F-evI;!xysF5`7z2@DXGIl z(j(+57nKEHaty)4Mp<_dUy%}Ep1$U6aCMwHI^mJ<>M|*()X=Ji(`tClW4_LKcpYg9 o&nzRTL+V)3k;SSG6KguwVJ-7W-~=A6CH+4pbH`Sb7Jeg|+B-!fcRHMwk> zC0Q+T!?ERpX>qw|>oVVQxM6FiAt#iC;H8QsZZA3!(@<>1upQMX@W_l0jNz|z*>rTx z5T{Mo(F|_OTiX>`GaPOisxD_;yULAXTCL=ZYP`8yY}s&)fgb%ZW;h1J@n`Pc8D~5~F zgE<^MNMeX}ko`iX&hxxmTH=mcR2`M7fNe1Jw<91{c8IFeqtQbFU}Q3@&{L?PDJIYq ztD`9<&=jLw#9C;IwaYqyCWg_2RYxeYG=gHmmZ`)W(?!RJw;4{AxRcDRWL9&^a_W9| zHG4a?JfE6p7>suCKZr2i3E(WwF?8u_o(ngWAR@TX0|^(&)rR^NZo9f8ltdZ&oK4Go zkTDiiO?NHMaI#al*MbtV+Xk609t3LgpQ`3B`QJW?;fk?;e}*$lT3><1zHh3K?d z4esYW54Sk*tnUxO|k4 zpbzW&cxqLpEw|_1htGmYVL>>5pW%2jKy6J=s%(4cf*^^3i2(%GvY2?t)g4XDp3tmF zal5wnI24flQa}prJr2-cIxW$Q7H6cJ>|DT4b9S1INmJ4}ub+iHH1p1Mhq{RExfu{r zD1NNJ$sIB6@(h!b@NXU(@Ktmv9=oJ$OVE ziSqOfy^Ay(q#T{JiSWicQBI3tNDODh@TN`q8n*EkR1%(Fhets{K~Vw6hJq3{6=>L6 Yrz;Z5(AUvzqhe#m29=X(xu0{t{{H9J-vPXjuNd;Wp>ErD zLDdV~a)g?*%UsP1Q{`2MTf(p{HK`>fE|o8EG4DieYoTH~M#1hnFqgR5KM(;#NMb7qfXi z(YP(IY*ehAL#haM&fT4xN_SGcW&{Z!mQ|;r_)PsctqYz=Z|OU_O43a=O}bBwHrbTQ zcCqBB#kwh~Yf^NXixLUui7QQwTJ)E!4XdI{<)+5#%uU@YsMEG>a@~?tHHkIgQg(~y z9D*^7y^JsX@G`vZQar~We)t$BI{D;9kLgD@L$LL+7`}})eX=(uvK7P3^K!$nG9sqy zAWc4Ek>?HFAt$@4midNB2CMTkrY=Nc_*MA^5kN0Pm#JsD$-p!QPdYlm(BJN42H%un z8O{}kQ?Z6Z&w07T@ESujrtN<%h=X_|fG!+j@H(4@VAy!BRj)IHC}eu0If_t|%UENG z?58Zl0mIs{x4D~E3}<5PZW?X}F$}i{CnagwpmLBCDm}Hkop<~=!EmI&otdTOrPUQ} zF?A=inz@l$oK4L#9Ex>dAH>@j4B#z9f;fOs4-}ka=yOF0eFjH3)8XR~bIU9#qM z!>p7!!{JUAtOaofLjjydEQmgYCC3pWem2wn7-KlyZrC#wXxgqCR>6-rLm+Ec-6SRp zW4Bu^X(V?L6POG@#aV{Ir)jR4CNJn_#-UtDRdc)~U(Ap53~Ej{&4^=1hRS4Tkq#bNMAC0~%7m zGbu{6hHE4;5yUJ~J($5<5XW#_(qCgxN|Ov1JJyPQ-$GJTh$*FW4A(oPKzk0iLpqqp zaK2N&*iRilmY#N_W~d6awHNyFQIO_~E7JH3!@-7w7PzD5bw{UirWAKPG=wN}VR8Xg z^liEE5VC5>9hG(^Pky_wdp{i5y&q7*y|vF#C7^UG;obYklnHjy+f8U?M49lM^@Y91 zlxxbhz+d0{x+F2Vt#?YdZ0lapt_W%dB&EN#SuMG#bG4HzUer4Gj5rMOhLJ5kd8WF| z@@%Eh;sLfnb+2`}if>cqGTGS-`crRVROnfe{y7FxFfIqRc)cmdNeYjXg7IdXiMR5q z4Qj137{l=wOl}O{b1+p=vkAm$c0jo zs%~z3K`*)IzBJ95i`FPu=M2evV7WrmUXiaE!XRNu%d)A&%dr%b6z5$OT7LRMwlyFO*^KDqB{h;jN$RU!mC zjcz1Je`(JpSE&eDHbpRL4<$F@q(!TAyNkX9PoUfye}v>^?|^sg7mN;gf5L|kp*tl<`JYgor88a~Bm>y)y%gU{FD6VL^+0y%+sfrKDpP7k^vh}Y&iF*D?{C6{fv Ln1VV*QNa2atj+9$ literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$$inlined$onIsInstance$2.class new file mode 100644 index 0000000000000000000000000000000000000000..3b21248a88de68a781c85bbbbed88570f559047b GIT binary patch literal 3572 zcmcguZF5sa6n^$5?JXgcSOKXhMu_%3w^l`@wb+&-p=pbR7Hd_!Nw(>wH}}TuO(}{q z{0+bQMaNI-C}qTvj$fSdC;35rHZLW%f$G3GlkD!@vwO~S&Yrj5|NQ9}0B_-QfxPWl zYrbEw?1J3l(|nIPeNvlTaRO0Jwx%29#s1+!8q z-dBl)Bh1IS)>N_TDkUyURia=yI=+pl3BP9TcokcN8ynimynkHZs!DWiuVBq*ughG( zJ%PdhVha;tf#dZX53z@dc7fqmHhI)zn&=RSHb0iY7romy+36G6isR;GxnWrC5tFs8 zlzzmb%sX~KBiEsp<%&y%t(hs;R%*2Gars6O!G3`@*Um~;K%@jh>BO)=*KQ*Vw2wKS z6O0R->}>#g$jgoPEea%hQ+pqa;wd~GK^qPUgo9N_39LL+t0x&jbea8$96i*P+Sdf) zdw~@=;CSo)nyiPFz{|b6&D6JhOQ3JJb23QF4%0zSS$yjHawahGoWPNS45sEU&o5j_ z%}rm+EMzWC&z+k-Cvd2@1^XzDGoRvIiu@iKZMcnQ5x97IfW>}R|@h`YIp>t6D!d1iVeCrjFbCI$u0dZfg2 zw&(dlJS(|UK|Ju|p6?A+Nx{vMjMtzgbH1y+S*M|7HFxxncOba~R7TsTK!?(vG91AW zUZEcUOgbiB6?owRycGEsY&R1ycAD_LE@0(s;v=A*GVM~7Jp{SJ1Rd|GJ#A0?h7+vD zx81q}Z$xlPi!_`-z)a|CE?2P!(rQV_#26!_#zo*(>yZDK*|a&g?d6p%975pd#}fa4 zCi52X^+R_>=yMYc(YhBeF!7j}66i?HWv)!jO-(Zz8>Z33(I}>Iejm=^ohY8gF@2xe z%qa2cPPI%Zd%lIfJ)#FX*ToibvOCas@3c@);I&poWiL1;Evn`c<0#i1`s-Qaf;bWB*t#7PM@7FeY@7&ph**fL@JM^CjpWdU$gf|wvxFLX8gc)a z%@lC6=vNf$hafo0?P{)Z^Oc}fVPKtYWt>M<+#Q{fK(e8Bla>C_7M+vXN}}Pxujqln$>f_`o3%^z?}KT! zr*oBJR+j5K`!Y_!vx90Gil#hIma9#Tq`41HdpXxv%=>($RX;Bf$@rCWPM&u(@9xVL zHi<>K=qQK6CUmi>HjE0d(DU2qS|(@cY6!%jYZ$-6+-GLt81TzNsCvfiZy(si;qSO5 zP~mu_w$1q&eu1oxqPu#PX{CPoD>BoOGIs4#c*w^j)w;BqK~wJ*}mb$D>jNISCYv10(sim&dn|Sj+&xWwhu^XZ1{-Vqfv72~{KL`$gkbHyWPR=33 zS(M{A&A)~k=gv!b8fU1V)_1ZFI!?%=+|&9p9gwCqUf}6A&fWK5EDdd9@=UlpJoqC9 zy2Ib&!W~@vmc*J3`l+8r)UZJ}W{@UL@6FbQbz@Fr#s+r{yd9gMsCk~zqAv2j=Fr(c zu!VOAhqjQpgN2>^JGc3FlD~$l)ok$ZB>z|y@=fkXNYyH81fOyYV;@vqb_kzw$AE)d zoC{nnQqil+2&M2|3QH-xkL46Tz=tV(glo$TX?zTO8Ky#3A*Ya6kP2yqGYTu@U}9B~ W-SuViThoK9hoT-l#q#1Sl>P>TPy!|Z literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$1.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$1.class new file mode 100644 index 0000000000000000000000000000000000000000..91fa63aeaac0f645bd9cb8284334a6c990a61665 GIT binary patch literal 5181 zcmeHK*>@XP9saH)YwWR{*lLnSX`3pIsBPKtSa!2un-s@!sOlvlauU)6%vc)B6OU$$ zX5=_6&_LNC>|5ChOM$1tfhHm6fZ>sUffvr4o@9jB=2MZ@-7E$@^Kt>9XkvE~`JYdW?zo*kEalZB$;PI)QE zo~c-#xnddPu4}rUZhJF^>+-&v$|w**Xw%D%XPLGn=2Se>HeBt}YDqI~&nVlvrR6H_ zieVR~_0mE?9}P~+Ba0O~?~$piov6)*$EKT!=!;7RB)R4VB2H9akLj*4I(}-bq*%;F3Q_+ilf$(%{P$0h9A~6g=lgzli?e5&6 zV2D@zH9v5(Ok?_jWhi(?;E|29a@W3saRFsXcV}r`pYsbbOyGDsj$xAF zVskl$_hFx0cut@v2;;4imV)O=PA?Sh11;H1W2PNrnB6eZT!jI|N}=GCK*)0hhMSmW zvjuvCh>+=*DxXG9#rrWQ@MHt_M6Re?IZyYD$+f((QbmzjM9b@zmGqoscbPs?GP;us z#v;8w*Js;LR!n~0(S83`7F)4|ZCH30?xLTDIEU|u6ffIPKr)j2r*c!Z50Um9V83g|E z_Aq~k8h|=5TZK}s{x?xkdRv>y%)`{(UQ2UlShy9?cCFdj+}!x=1jD!^h!45R`1lCQ zZCHUDLmZFD`xScYN=D#NU8rjEuQqjCT1(z$q6@7I3q1dpBDTTJYt2j(^#q;?(#^w& zqu`?(T~0k{U9GWWQ}FQ^E@4?Je^sC>0H~pAhDxhp_PQbY5b^<5mSs5!Q`I$7&Y1B- z1>$yk{pxOY{i+(;9a2M`$?C71bF5$OT)(>KiFj)~8V|LG2Sf4g@s4;~Tp0}i^?Eea z8W{`?igakOWk~Ie?x~%5PL-62Y5SONJNA{5Q*qgj)eY$O#e|3Pw3-z~wi>vFZ{#0;60q3MLbE zJ@A`%t3wR@`-%M)8N~1{e4G9fkZF#hg6|5n)mw52dqW#tM>FSC%6Y@@zb1pPAVS-+ zs#_I92sbw~eoAfZp4f@0Q~oE9n$9JI*$K5TnMvMzE|9P>79M1u2Y+vo#ZYp7qb|5o zl$uWYdY2)iCg?a=nCIskZ%lb=dRoow&-4!+%#38zBZEiw5A|mbGA}iFv_)+Sk|_U@`R9G8`!X=BM@tD{yO;Djk@?`Y-?jKR|t zemRzmv!-iOhH=|=*pkRES4LB9FKe%E+QlGqRSP3t;V)!^3v@#Eo_vdNuoiIVN1SO0 z`)8DNwC@Hwe#<3+AM?4Zx{Phu&Nq-$C%U-z6V5|WIcGuOJBf&kB+}0HYd5j~T>AIu z{taLF_fqx8f9~kJi38lrtYdhlzkeMEXGhfVp~!)emfJXd{suYaZjqKUR!I2ppZ*Y5m15hYC|)cKn@^ZIR^J0B;x zi+?8DFn-GCFd~oNK?d!FLxHJaSiwQTp z-ejBGf>jZvUT@-MuD!w`vARe&dwBMP_zkO&3@HcTAq4NiBz#fStBK?0rCK34^ zyf?7=Iyb8ZO#9>#bps}F8Ef3*WnA$Em9rN~K3p@Z)j3X9FY%0IHN*Q-pssY^IzC2& z4Ify?%WvQl_p<1!v*;oVDKRgRh30!u7g5V$6Y*u zPtqq}xqxsMpUUFXS$qbc&Ej+Td=_887cbC;_!6#Nfa2oIF23U8t1iCg;_EKfT*l0= QNNXFt=KCB!@K68nKhUP@g8%>k literal 0 HcmV?d00001 diff --git a/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$2.class b/tools/llm-bot/ai/koog/agents/core/dsl/extension/AIAgentEdgesKt$onMultipleAssistantMessages$2.class new file mode 100644 index 0000000000000000000000000000000000000000..3b9cb82bb33d8178a1679423e3ae9339c20b4798 GIT binary patch literal 3865 zcmcImYgZfB72S6v7!bmM>ZFnFBuY(;cxhzprj4O)0n3SEBq%bZHf__9bP)ri8D(aK zNuTcfm9+g0`It{hS8IDUYqhL??62qt|BkNitC!`VSWZ_8OZVP6_i^?)=bnAfzy9;L zzXSLh{v?n$E#ts-D~4H-PT(6Q*ONxsw+(p|NXNHa$5_rTtGP_MBK;e|r0eABc3{