HEGAB7 / Simple_RAG

Simple RAG for Raisa Energy

This is a simple RAG based on the home page of Raisa with a FastAPI endpoint

Usage

You can use it to answer specific questions and the model answers based on the content scraped from the website

Examples:

Question 1: What is Raisa?

Question 2: What are Raisa Values?

Future work

1. Expand the scraped documents to be all the website pages
2. Add QueryEngine agent
3. Add Reranker after retrieving for better results
4. Consider different vector databases