Feature: Added a chat RAG example with sample medical provide note data supplied from mtsamples.com.

week5/community-contributions/rag_chat_example/README.md

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+# Overview
+
+This uses de-identified medical dictation data supplied by [mtsamples](https://mtsamples.com). The data from the mtsamples
+website was download from [kaggle](https://www.kaggle.com/datasets/tboyle10/medicaltranscriptions). There are four 
+sample notes in different directories (see knowledge_base/mtsamples_dictations) that will added to a chromaDb 
+vector database and will be available during chat using RAG (Retrieval Augmented Generation).
+
+# How to run
+
+- Run example
+
+```shell
+conda activate <your_environment>
+cd <your_directory_where_script_lives>
+python run_rag_chat.py
+```
+
+# Chat example
+
+![Chat Example](img.png)
+
+# Questions to ask?
+
+1) How old is Ms. Connor?
+2) What are Ms. Connor's vital signs?
+3) How old is Ms. Mouse?
+4) What is Ms. Mouse concerned about?
+5) What are Ms. Mouse's vital signs?
+6) How old is Mr. Duck?
+7) Why did Mr. Duck go to the doctor?
+8) How old is Ms. Barbara? 
+9) Why did Ms. Barbara go to the doctor?
+10) Is Ms. Barbara allergic to anything?
+
+
+
+