Llama 3 PDF RAG Application

Doc Chat

Doc Chat is an AI-powered app that enables users to interact with and extract insights from PDF documents via a chat interface. Leveraging Groq AI, users can upload PDFs and ask context-based questions to get accurate information.

Upload a PDF and you can ask questions about it

Try it out here: https://groq-llama3-pdf-rag.streamlit.app/



Key Features

• PDF Upload and Processing: Supports multiple PDF uploads for AI interrogation.
• Reference and Context Display: Shows context and document references used by the AI.
• Model Selection: Offers various Groq AI models for optimal performance.
• Powered by FAISS: Utilizes FAISS for efficient similarity search and vector storage.

Tech Stack

• Frontend: Streamlit
• Backend: Groq AI
• Libraries: Streamlit-Option-Menu, Langchain, FAISS