From ec4a5693a5062ace29d8fe74ac3a3a0b4752cb92 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Mon, 28 Aug 2023 23:35:50 +0530 Subject: [PATCH 01/13] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c90dfb8..ded4432 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@ ## README.md must consist of the following information: -#### Team Name - +#### Team Name - FINCOP #### Problem Statement - #### Team Leader Email - From 9648a7fc21b2d9ba3d95a720f683f19202ca85c0 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Mon, 28 Aug 2023 23:36:25 +0530 Subject: [PATCH 02/13] Add files via upload --- examples.txt | 11 ++++++++ gross_salary.png | Bin 0 -> 7859 bytes itr_image.png | Bin 0 -> 62436 bytes loan_fraud.py | 68 +++++++++++++++++++++++++++++++++++++++++++++ other_salary.png | Bin 0 -> 52028 bytes sms_example.png | Bin 0 -> 175826 bytes upi_fraud_check.py | 57 +++++++++++++++++++++++++++++++++++++ 7 files changed, 136 insertions(+) create mode 100644 examples.txt create mode 100644 gross_salary.png create mode 100644 itr_image.png create mode 100644 loan_fraud.py create mode 100644 other_salary.png create mode 100644 sms_example.png create mode 100644 upi_fraud_check.py diff --git a/examples.txt b/examples.txt new file mode 100644 index 0000000..3c76180 --- /dev/null +++ b/examples.txt @@ -0,0 +1,11 @@ +loan application: + +The loan application seeks funding for the construction of a residential property on a 5000 square feet plot of land . The funds will cover materials, labor, permits, and other essential expenses, resulting\ + in a valuable and comfortable residence in a prime location. + +Details: +Applicant name: John Doe +House construction site: New Colony, 100001 +Total cost: 5,000,000 + + diff --git a/gross_salary.png b/gross_salary.png new file mode 100644 index 0000000000000000000000000000000000000000..6ee0ef776638edc9c8c02755d38cd2beb01d9bf4 GIT binary patch literal 7859 zcmbVxXIN8fw{6f3CH^?w6X6ugFjd7DF4>aX3*vaKR&TCC~wW3#2yedz9RqL&M z2t7Y%+(;Gw`_4@5JiQ22>d+g^O!CE;6GAr?YZC%o7%KVNbLH+ z3!Wi~+jb#c@RN1m9en%bX~U`CuS~@-sq?^+{=GhPePp;}b_wDBa~xMZDB0fy-O}E4G<+^yS{Jp^YaPWs`2%F`D$d-3agNn;lge!2~68_wS?Em@SHe0wu-FdnhESoSe zpbdWW^TJ@JB7Fm2ECiC?SX9)-Yu-HRG+Ep4O2VCBq0_rZrxB4wX*hLL}535eKU&G?Ru@KOXHc`~>!miZ-DqMH0K$`Iwvg z>FM!k%cM~qg-l91e_5)pI9rxgLoG>EgjEtzwU+N2@pES(-W>HP&3nLYxv%xoZQ*w4 z;8JeyQ{|;D{9Tq|PNP%D=M`j+nIM+Q0VuA)UF^){##l)t@>Pj>3*Kp>s$>5muy?sP z0o0v33uu)mnR4QwuMzFU`S97nRd&As)S=vfud}dS#Ydvu%qd4I4tlrh`=b;eyz@lkMMX 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"content": prompt}] + response = openai.ChatCompletion.create( + model=model, + messages=messages, + temperature=0, + ) + return response.choices[0].message["content"] + +def analyze_sms_fraud(input_image,loan_application): + + salary_details = pytesseract.image_to_string(input_image) + + prompt_financial_summary = f""" + I have extracted the information in triple backticks from an Income Tax Return (ITR) form image.\ + Suppose you are an expert in Income Tax Return (ITR) audit.\ + Perform the following tasks:\ + + 1. Calculate the Gross Salaryfrom given data where the gross salary is the sum of all types of incomes\ + whether it is taxable or not or it is Retirement benefit or not.\ + + 2. Make a small financial summary of the applicant based on whatever you have calculated.\ + + The data is as follows: ```{salary_details}``` + """ + + financial_summary_applicant = get_completion(prompt_financial_summary) + + fraud_detection_prompt = f""" + Suppose you are a loan processor at a bank.\ + Based on the financial summary given in triple backticks and\ + loan application details in triple askerisks, detect whether the context of financial summary matches the fact that\ + the applicant will be able to repay the loan or not. Also note there is no pinode like 100001.\ + If the applicant is unable to repay the loan, then possibly the applicant is fraud.\ + If the applicant is a fraud, then output the reason for the same.\ + And if the applicant is not a fraud, then output the reason for the same that how he/she can possibly repay the loan.\ + + Financial summary of applicant: ```{financial_summary_applicant}``` + + Loan application details: ***{loan_application}*** + """ + + fraud_detection_result = get_completion(fraud_detection_prompt) + return fraud_detection_result + +# Define the interface +input_image = gr.inputs.Image(label="Input ITR Image") +loan_application = gr.inputs.Textbox(label="Loan Application Details") + +iface = gr.Interface( + fn=analyze_sms_fraud, + inputs=[input_image, loan_application], + outputs=gr.outputs.Textbox(label="Fraud Detection Result"), + title="Loan Fraud Detection", + description="Analyze an ITR form image and loan application details for potential fraud using LangChain and OpenAI's GPT-3." +) + +iface.launch() \ No newline at end of file diff --git a/other_salary.png b/other_salary.png new file mode 100644 index 0000000000000000000000000000000000000000..5734ca44c2d86ec1beecd49fecdebce57dd44b32 GIT binary patch literal 52028 zcmb^ZWmHvR+x`oKl(e*jAdRFnNW&teyF)sqJ4G5Kr8}e%Bm`;c?vn13?uLCW@8^F0 zANJm3?01ZJjiG|TTytLYnr9rp<0MQ`UJ@OJ2n7ZP2K~JhL>UGKUJ(WcR^~Y(_@9$< z_YUw6tdp{&C`|b<$u9T=-dsdZ1O}!u8ui`~0ep^ZFQw%K1A|Wu{R8`6nd%q@rhn`` zL`2nHe}54mTqmYO{1zn$K#hLD-CX#3rtgrFb?`8ev^tp-!eBo^5PUJbCch9>EIzW1R= zKX7inoU?Y+l1C+A#^rO}SIh$E6sN%^$nXN|rV9->y4G%)d6@5r-=Q6uHngJkQQP&s zdaJJwt6@8QY-T1isn5BR!vIrVC`;?TvJWMflwyX{FmKyx7;UDaN+|vCZebR4choC} zVWFpc>8B6pH``ee3>8hv-}3Xr((GEa?!kXpNz>`-Z2iQyOcwB}y_KLd`NDts$2iyP z>M&P6;~jks{Pf+Vib5F1t9QNYAxkLf7(6R5W7XygC+8Cir7tKbayQ~-M^GS;N+ZN@ zB)_MJx}D|LR__7tqvoq{zN03U^Sv2`OD`d}LtTeOmzgl@ie`1!YF+$`zf)gR-a_zT z37^qsc~=cGI@2>Vs~d}!>D0+bsxjL&UnIWdvCp z(d`IdOG~SYYR+jyfMC4&w)W$^NneusckMn8!H07d&U_A&mNinx2|4bt{e2q`4Ct~d zvGFr}*ha(YU}J+wNZ={uhYO$$Xy9}p50a%51UxJn-gI5!3MsqrLh@PRy5O2# z`Ccu$ZSt@wrz4`hd|i6hDfWwd7P4u0d%lasj(03!+4^va^IfMdkuW3yUD~$!q?>rH zC@<*lZwNh>H=&5C4WA5$E zRu_^8-R)Oznxi>w4<{JPKi!{2yWF4j=$vhjXpmP0+xdo(vBqk;?9KWD zSX@;L$11V~(efPoyR$J#GA)f7P*X0Nb3ZmfV)>yFbKwsO*i^fNKVb}UV1C2O6NWq_aqO z=>9@j^>^@1VLC-=^JKZ6j)|FB_|>wX!4RHM2&rcg5l&SP8kO^p!)U=4)p<%R4_7OU6`yHKhc3VSi26LZDGmApwg+gV+UU{ROBUd!}4#LD1v zOI)SRaE{Y;<;e26OnJ#_6v%TisbbpEI8~yC!=zJ-yWSm%n)bn<)wkKkpul0ho6XQ` zTFX2vgv?jdd3RiV2#c^5X^Ls^pr=I;Y>BmB>rr2)=zmnq=sL;$aTQ$2@_UR$f0nm8 z0`@|G;6;jgCgC`7+>G%pIExZH$d&F!Cw?f_UvOkDnGP6^YCV8V^g*GO&QHk(Q
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messages=messages, + temperature=0, + ) + return response.choices[0].message["content"] + +def analyze_sms_fraud(input_text_or_image): + + sms_text = pytesseract.image_to_string(input_text_or_image) + + # Generate prompt for LangChain + fraud_sms_prompt = f""" + A user received the SMS message in triple backticks from someone claiming to be their bank, + Verify what information is being asked from the user. You can do it in following steps: + Step 1: Read the SMS message and identify if there is any the bank name. + Step 2: Identify is there is request for any personal information/ request for KYC etc. + Step 3: Identify if there is any request for OTP or PIN. + Step 4: Identify if there is any link in the SMS message and the link is secure or not. + Step 5: Identify if there is any request for money transfer. + Based on the above steps, identify if the SMS message is a fraud or not. + SMS message: ```{sms_text}``` + """ + + # Get fraud detection result from LangChain + detected_fraud = get_completion(fraud_sms_prompt) + + return sms_text, detected_fraud + + +input_image = gr.inputs.Image(label="Input SMS Image") + + +iface = gr.Interface( + fn=analyze_sms_fraud, + inputs= input_image, + outputs=[ + gr.outputs.Textbox(label="SMS Text"), + gr.outputs.Textbox(label="Detected Fraud Result") + ], + title="SMS Fraud Detection", + description="Analyze an SMS message for potential fraud using LangChain and OpenAI's GPT-3." +) + +iface.launch() From a6330575a8f2a1403c42cd5eefe67f1f17d12734 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Mon, 28 Aug 2023 23:37:33 +0530 Subject: [PATCH 03/13] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ded4432..68588f8 100644 --- a/README.md +++ b/README.md @@ -10,8 +10,8 @@ ## README.md must consist of the following information: #### Team Name - FINCOP -#### Problem Statement - -#### Team Leader Email - +#### Problem Statement - Real-Time High Scale Financial Fraud Risk Management +#### Team Leader Email - hindeshnit19@gmail.com ## A Brief of the Prototype: This section must include UML Diagrams and prototype description From d7c65de7cec30547ad1d122624b1555f383785ca Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:33:26 +0530 Subject: 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Date: Tue, 29 Aug 2023 00:49:19 +0530 Subject: [PATCH 05/13] Update README.md --- README.md | 33 +++++++++++++++++++++++++++++---- 1 file changed, 29 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 68588f8..5a10928 100644 --- a/README.md +++ b/README.md @@ -14,13 +14,38 @@ #### Team Leader Email - hindeshnit19@gmail.com ## A Brief of the Prototype: - This section must include UML Diagrams and prototype description + ![use case](use_case_sbi.png) ## Tech Stack: - List Down all technologies used to Build the prototype + Following technologies were used to Build the prototype: + 1. Langchain\ + 2. OpenAI API\ + 3. Gradio\ + 4. Pytesseract ## Step-by-Step Code Execution Instructions: - This Section must contain a set of instructions required to clone and run the prototype so that it can be tested and deeply analyzed + + Step 1: Clone the repository using the following command: + ``` + git clone https://github.com/hindesh-akash/Pitch-to-SBI-Hackathon.git + ``` + Step 2: Install the requirements: + ``` + pip install -r requirements.txt + ``` + Step 3: **IMPORTANT** + -> Setup your OpenAI key in the **openai.api_key** variable in "loan_fraud.py" and "upi_fraud_check.py** + Step 4: Open a new terminal\ + To check for UPI fraud, run the following code:\ + ``` + python upi_fraud_check.py + ``` + **Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861**\ + To check for Loan Portfolio fraud, run the following code:\ + ``` + python loan_fraud.py + ``` + **Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861**\ ## What I Learned: - Write about the biggest learning you had while developing the prototype + While developing the prototype I learned that if we do not pay attention to our transactions regarding whom we are paying and by what means, we can easily fall prey to financial fraud. I learned how LLMs can be used to leverage fraud detection and how an OCR model can reduce the human task of detecting whether a loan applicant is a defaulter. Similarily I learned the usage of robust machine learning models to detect credit defaults. From a6b96014a93032c61772ca1f461ca6cff8278598 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:50:26 +0530 Subject: [PATCH 06/13] Update README.md --- README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 5a10928..d58b305 100644 --- a/README.md +++ b/README.md @@ -25,16 +25,17 @@ ## Step-by-Step Code Execution Instructions: - Step 1: Clone the repository using the following command: + Step 1: Clone the repository using the following command:\ ``` - git clone https://github.com/hindesh-akash/Pitch-to-SBI-Hackathon.git + git clone https://github.com/hindesh-akash/Pitch-to-SBI-Hackathon.git\ ``` - Step 2: Install the requirements: + Step 2: Install the requirements:\ ``` pip install -r requirements.txt ``` - Step 3: **IMPORTANT** - -> Setup your OpenAI key in the **openai.api_key** variable in "loan_fraud.py" and "upi_fraud_check.py** + + Step 3: **IMPORTANT**\ + -> Setup your OpenAI key in the **openai.api_key** variable in "loan_fraud.py" and "upi_fraud_check.py**\ Step 4: Open a new terminal\ To check for UPI fraud, run the following code:\ ``` From df84c72b494c1163f1377633fae86600b9d6f760 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:51:25 +0530 Subject: [PATCH 07/13] Update README.md --- README.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index d58b305..8aa1536 100644 --- a/README.md +++ b/README.md @@ -27,8 +27,9 @@ Step 1: Clone the repository using the following command:\ ``` - git clone https://github.com/hindesh-akash/Pitch-to-SBI-Hackathon.git\ + git clone https://github.com/hindesh-akash/Pitch-to-SBI-Hackathon.git ``` + Step 2: Install the requirements:\ ``` pip install -r requirements.txt @@ -36,17 +37,19 @@ Step 3: **IMPORTANT**\ -> Setup your OpenAI key in the **openai.api_key** variable in "loan_fraud.py" and "upi_fraud_check.py**\ + Step 4: Open a new terminal\ To check for UPI fraud, run the following code:\ ``` python upi_fraud_check.py ``` - **Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861**\ + + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ To check for Loan Portfolio fraud, run the following code:\ ``` python loan_fraud.py ``` - **Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861**\ + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ ## What I Learned: While developing the prototype I learned that if we do not pay attention to our transactions regarding whom we are paying and by what means, we can easily fall prey to financial fraud. I learned how LLMs can be used to leverage fraud detection and how an OCR model can reduce the human task of detecting whether a loan applicant is a defaulter. Similarily I learned the usage of robust machine learning models to detect credit defaults. From 3605f76d467a6daccb4af1582399879b24003a23 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:52:12 +0530 Subject: [PATCH 08/13] Update README.md --- README.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 8aa1536..5bdc846 100644 --- a/README.md +++ b/README.md @@ -44,12 +44,13 @@ python upi_fraud_check.py ``` - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ - To check for Loan Portfolio fraud, run the following code:\ + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ + To check for Loan Portfolio fraud, run the following code:\ ``` python loan_fraud.py ``` - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ + **Explore the app!** ## What I Learned: While developing the prototype I learned that if we do not pay attention to our transactions regarding whom we are paying and by what means, we can easily fall prey to financial fraud. I learned how LLMs can be used to leverage fraud detection and how an OCR model can reduce the human task of detecting whether a loan applicant is a defaulter. Similarily I learned the usage of robust machine learning models to detect credit defaults. From ededc3203840b59607fefed22be4dc70f8161b74 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:53:23 +0530 Subject: [PATCH 09/13] Update README.md --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 5bdc846..a04c5e7 100644 --- a/README.md +++ b/README.md @@ -36,20 +36,20 @@ ``` Step 3: **IMPORTANT**\ - -> Setup your OpenAI key in the **openai.api_key** variable in "loan_fraud.py" and "upi_fraud_check.py**\ + -> Setup your OpenAI key in the **openai.api_key** variable in "loan_fraud.py" and "upi_fraud_check.py" Step 4: Open a new terminal\ To check for UPI fraud, run the following code:\ ``` python upi_fraud_check.py ``` - - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ - To check for Loan Portfolio fraud, run the following code:\ + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ + To check for Loan Portfolio fraud, run the following code:\ ``` python loan_fraud.py ``` - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ + **Explore the app!** ## What I Learned: From 2fa2d46db0caaae61075099c43805c6bffbb8ed7 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:53:53 +0530 Subject: [PATCH 10/13] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index a04c5e7..a757471 100644 --- a/README.md +++ b/README.md @@ -43,11 +43,13 @@ ``` python upi_fraud_check.py ``` + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ To check for Loan Portfolio fraud, run the following code:\ ``` python loan_fraud.py ``` + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ **Explore the app!** From 268ef847e57f177e8241c2e7adb10a5367116ea3 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:54:34 +0530 Subject: [PATCH 11/13] Update README.md --- README.md | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index a757471..64dc418 100644 --- a/README.md +++ b/README.md @@ -38,19 +38,23 @@ Step 3: **IMPORTANT**\ -> Setup your OpenAI key in the **openai.api_key** variable in "loan_fraud.py" and "upi_fraud_check.py" - Step 4: Open a new terminal\ - To check for UPI fraud, run the following code:\ + Step 4: Open a new terminal + + To check for UPI fraud, run the following code: + ``` python upi_fraud_check.py ``` - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ - To check for Loan Portfolio fraud, run the following code:\ + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861 + + To check for Loan Portfolio fraud, run the following code: + ``` python loan_fraud.py ``` - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861\ + Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861 **Explore the app!** From bcbd35ead28cfa3f782186f7cbd32e3f17579230 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 00:55:21 +0530 Subject: [PATCH 12/13] Update README.md --- README.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 64dc418..d4ad9e1 100644 --- a/README.md +++ b/README.md @@ -45,16 +45,15 @@ ``` python upi_fraud_check.py ``` +Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861 - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861 - - To check for Loan Portfolio fraud, run the following code: +To check for Loan Portfolio fraud, run the following code: ``` python loan_fraud.py ``` - Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861 +Then in the terminal click on the link generated for local host. Example- Running on local URL: http://127.0.0.1:7861 **Explore the app!** From ee326a243dded2f6e612d1530c193173e9a06d63 Mon Sep 17 00:00:00 2001 From: HINDESH AKASH <90022182+hindesh-akash@users.noreply.github.com> Date: Tue, 29 Aug 2023 02:04:06 +0530 Subject: [PATCH 13/13] Add files via upload --- requirements.txt | Bin 0 -> 3360 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ccbc42db906d8f3c4d013251e250bd3046c245b GIT binary patch literal 3360 zcmai%Nsrq`5QY03ApgPlK;scLn*tbcPPxQ@k(_eWLM^bih?>~?^GV)UkFBPbaX?Vg zu&b+Hy{dZ6`S+i38l`>ul0N9VPj{)W`!W5Pen{g~Ywa~1(lX8Ty-H2m>U)?7kc!(X{m7Xk)inUOT%?V8vp71gkibI+T6-bFqgkkvk zHP${~>>p^ISXFustGPUH*T{qX2~yZ*|KZWioc z$xp3}4iOU{L*XIvt*EfQI9c}7)BjlZWPQ-Ji#TKD+O6aFV)T@mtGj6TvJ<}E;)GnN z|MV1N(AMEPlbw7w!ZkYCb}Lz!HqTAV^jdvF_34GZejRi-;Q?GvXUO*QJr%dxSf`c` zZMBW25i_-}gFNJ}aZgf3_eQoP8oln!9_6cl7OM$7wgB5m7^nI)Hhhs?6%}2Gp?P%c zMxQfTP2`(8y|%q;6jatzuu$JJ9s8)mrk%y=q83YWGm^(Ta_(JC6<(Q&mq39vlfBZt z2?SGNp!1pbGGETq{p>y0Htr%;cVc@lM(OFX{H^7W8pB1dHF=f(zO@Uktt9(EW)?45 zUn<&BT)@jlpR1@d-iNv~Vr-0f7T=ySGYksX#J;-P@)ADs6rQj5g5{0sh4P_#d8SGa zd&gI;Ps5rn!-|;P#%K2D%5ouwmL1+fSgE7W?HVzP%2@%hv7IYm)|osxwiQ{xYKMgSH;q} ziF7_GTSY+`VWuz)d+y<~ZY^$t$6Dw{p%BODJCt>)m7EDR@?7Qp6Xna)o}VtDB^C@n zw|&B7PsAQ`MzzebC(&75&OZD&Z*oS3nS@!)$y)f9szy->SF~6j+c`i@GJZI6y{&T3B~q~C>&H=Mb8o&Ml7_1Tas zkazhkXEu5~YO*?Vf1=zOxhjS%q)elL3n3H@I>Vfb?yQC{Je7rzEOMXA%!?-FdenT0@SC zxIgV6nt6MBX0UPI*nCs`v9NF3iEzi4lL_`YMVgaV5wA(_(nsBX*ZxTz;&;m?{hZ$G z@^in*+(qZC_4M`|&wK5?9pkR`^HDiHsupAE@4dV|2|qo<$#Sn}V?E(Ngj&z}MQ5;5 zYi+8(Uvv+(@~kIA*_feMMP2Da3kJcUy9zzXnsO8`obFbYp7Qp45i>!R=xFcy52dR6 A`~Uy| literal 0 HcmV?d00001