#This is the core components for a RAG Application using mongoDBAtlas(Database+RAG), Langchain(CORE + API), OpenAI(MODELS), and Gradio(Frontend)

The it is based on the following repo:

https://github.com/mongodb-developer/atlas-vector-search-rag

Major Changes:

• Updated Imports for langchain -> langchain_community
• Added functionality for PDF inputs
• Changed File read to be system agnostic and iterative.
• Added a Free Marine biology 101 sample to test the application on.

To Run you will need:

• An env with requirements.txt
• A mongoDB URI
• An OpenAI Key