Added summarization prompt(s)

First pass at the summarization prompt.

Signed-off-by: JJ Asghar <[email protected]>

Author: jjasghar

docs/lab-5/README.md

@@ -15,13 +15,15 @@ Maybe call it "Learning Prompt Engineering" or the like, just like below.
 
 Now lets try our first real prompt, copy the following into the message box:
 ```
-I'm looking to explore [subject] in a [format]. Do you have any suggestions on [topics] I can cover?
+I'm looking to explore [subject] in a [format].
+Do you have any suggestions on [topics] I can cover?
 ```
 
 This is a good "brain storming idea" prompt. Fill in `[subject]`, `[format]`, and `[topics]` for liking,
 I'll be running:
 ```
-I'm looking to explore pasta making recipes. Do you have any suggestions on recipes that are unique and challanging?
+I'm looking to explore pasta making recipes. Do you
+have any suggestions on recipes that are unique and challanging?
 ```
 
 As you can see granite-3.1 comes back with some very challenging options:
@@ -33,7 +35,8 @@ Now if you put the same question in does it give you the same? Or is it differen
 I'm a fan of Homemade Ravioli, so lets ask what the recipe is for that, in the message box in this _thread_ I'll write
 out:
 ```
-I do like some homemade ravioli, what is the spinach ricotta and cheese recipe you suggest?
+I do like some homemade ravioli, what is the spinach
+ricotta and cheese recipe you suggest?
 ```
 
 ![homemade ravioli](../images/anythingllm_homemade_ravioli.png)
@@ -51,21 +54,33 @@ done, but give you a "mad libs" prompt that can help just churn them out for you
 
 Take the following prompt, and fill it out to your content. Have some fun with it :)
 ```
-I want you to act as a customer support assistant who is [characteristic]. How would you respond to [text] as a representative of our [type] company?
+I want you to act as a customer support assistant who
+is [characteristic]. How would you respond to [text]
+as a representative of our [type] company?
 ```
 
 My version will be:
 ```
-I want you to act as a customer support assistant who is an expert in shipping logistics.  How would you respond to client who has had their freight lost as a representative of our company?
+I want you to act as a customer support assistant who
+is an expert in shipping logistics.  How would you respond
+to client who has had their freight lost as a
+representative of our company?
 ```
 
 ![lost freight](../images/anythingllm_lost_freight.png)
 
 Oh, that's not nearly enough, or interesting right? Well it's because we haven't interated on it, we just wrote a "client" with no context, or what they may
 have lost. So lets see if we can fill it out more:
 ```
-The freight they lost was an industrial refrigerator, from Burbank, California to Kanas City, MO. I need you to write out an apology letter, with reference to the shipping order, of #00234273 and the help line of 18003472845, with a discount code of OPPSWEDIDITAGAIN for 15% off shipping their next order.
-Mention that sometimes the trucks have accidents and need to be repaired and we should be able to reach out in a couple weeks.
+The freight they lost was an industrial refrigerator,
+from Burbank, California to Kanas City, MO. I need you to
+write out an apology letter, with reference to the
+shipping order, of #00234273 and the help line of 18003472845,
+with a discount code of OPPSWEDIDITAGAIN for 15% off
+shipping their next order.
+Mention that sometimes the trucks have accidents and
+need to be repaired and we should be able to reach
+out in a couple weeks.
 ```
 
 ![better lost freight](../images/anythingllm_better_lost_freight.png)
@@ -80,19 +95,41 @@ and maybe if you are feeling adventurous you can even get a cover letter out of
 
 Here's a prompt to help you getting started:
 ```
-The following text is my resume for my career up until my most recent job. I am [your job now] with [number of years of experiance] considered
-an expert or highly skilled individual in [your core skill set]. I am looking to build a couple paragraph explanation on why someone should
-hire me for the next role with both my modern skill set, and my previous expertise
+The following text is my resume for my career up until
+my most recent job. I am [your job now] with
+[number of years of experiance] considered
+an expert or highly skilled individual in
+[your core skill set]. I am looking to build a
+couple paragraph explanation on why someone should
+hire me for the next role with both my modern
+skill set, and my previous expertise
 ```
 
 ![](../images/anythingllm_resume.png)
 
 Now for mine, it wasn't great, but it at least give me somethings to work off of. Again, this is just a start, but you can build off of this blurb and
 see what you can actually accomplish.
 
+## Summarization Prompt
+
+Something you'll discover quickly is that leveraging your local AI model to summarize long documents and/or emails can help figure out if you
+actually need to read the details of something. Showing the age of the author here, but remember [CliffNotes](https://en.wikipedia.org/wiki/CliffsNotes)? Yep, you have your own
+built in CliffNotes bot with AI.
+
+Here's a prompt to help you set up your AI model to put it "head space" this was inspired from [this website](https://narrato.io/blog/get-precise-insights-with-30-chatgpt-prompts-for-summary-generation/):
+
+```
+Generate an X-word summary of the following document,
+highlighting key insights, notable quotes, and the overall
+tone of the core point of it.
+Be sure to add any specific call to actions or things that
+need to be done by a specific date.
+```
+
 ## Zero, Single, Multi Shot prompting
 
 Now that we've played with a couple different versions of prompts, lets talk about the differences between them:
+
 - Zero Shot: No previous data or guidelines given before completing request.
   - Our "brain storming prompt" was a zero shot prompt, it just started with "do this thing." Then we built off of it, and turned it into a Single Shot prompt.
 - One Shot: One piece of data or guideline given before completing request.