RAGistotle: Multi-Modal RAG

A multi modal RAG that can handle various data types such as text, audio, video, data format files, YouTube links, and images for querying. Each format can be queried using an LLM to extract relevant information. Different models are used for each file format and integrated with each other to tie the whole thing together. I’m going to do a code walkthrough of the app and demo for the different file types. This is going to show how the backend works with all the libraries involved. The app also has a UI using Streamlit, that adds to the overall ease of use.