README.md

Multi-modal RAG based LLM for Information Retrieval

In this project we have set up a RAG system with the following features:

1. Custom PDF input
2. Multi-modal interface with support for images & text
3. Feedback recording and reusage
4. Usage of Agents for Context Retrieval

The project primarily runs on Streamlit
Here is the Docker Image

Procedure to run the pipeline:

1. Clone the project
2. If you want to run the docker image, then run docker_rag.sh file as /bin/zsh ./docker_rag.sh
3. Else if you want to run directly using streamlit, then:
   1. Install the requirements through pip -r requirements.txt
   2. Run the streamlit_rag.sh file as /bin/zsh ./streamlit_rag.sh