Multimodal Rag System

The Multimodal RAG System enables users to get precise answers to their questions by retrieving information from specific documents. Unlike traditional text-only retrieval systems, it can seamlessly process text, images, and tables, delivering rich, context-aware responses.

How to run the system

You must download these applications first

1. Download Poppler binaries from:

https://github.com/oschwartz10612/poppler-windows/releases

2. Install Tesseract:

https://github.com/UB-Mannheim/tesseract/wiki

5. Use venv:

python -m venv .venv
.venv\Scripts\activate

4. Install requirements:

pip install -r requirements.txt

5. Create a .env file in the root folder:

GOOGLE_API_KEY = <GOOGLE_API_KEY>

6. Run the app:

 streamlit run main.py