Doc Chat

RAG based generative AI application that allows to chat with PDF documents. Developed using Streamlit and Groq AI Inference technology.

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.

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

Installation

1. Clone this repository

2. Create a virtual environment

3. Install the necessary python packages:

   pip install -r requirements.txt

4. Run the application with following command from terminal:

   streamlit run main.py