Welcome! This tool allows you to upload PDFs and ask questions about them using a Retrieval-Augmented Generation (RAG) approach with Llama 3 via Ollama.
It’s designed to be local, secure, and easy to use.
- Upload any PDF file and interactively ask questions
- Retrieves only the most relevant chunks to answer questions efficiently
- Runs locally, keeping your data secure
- Adjustable chunk size, overlap, and number of retrieved chunks for optimal performance
- Built with Streamlit for a simple, user-friendly web interface
- Python 3.11+
- Ollama installed and running
- Internet (for first-time model download in Ollama)
- Optional but recommended: Virtual environment to manage dependencies
- Clone the repository
git clone https://github.com/Krishna9904/AskPDF.git
cd AskPDF