Chat-With-Data

A comprehensive application for interacting with various data sources using conversational AI.

📽️ Watch the demo video on Google Drive

Features

• Chat with Documents - Upload and chat with your documents (PDF, DOCX, TXT, etc.)
• Chat with Websites - Extract and chat with website content
• YouTube Video Summarizer - Get AI-generated summaries of YouTube videos
• Text to SQL - Query databases using natural language

Models

The application supports multiple AI models:

• Llama 3
• Gemini
• Mistral
• DeepSeek

Tech Stack

• Backend: Flask, Python
• Frontend: HTML, Bootstrap, JavaScript
• AI/ML: LangChain, Google Generative AI, Groq
• Other: YouTube Transcript API, Llama Parse API for document processing

Setup

1. Clone the repository

2. Install dependencies:

   pip install -r requirements.txt
   

3. Set up environment variables:

   • GEMINI_API_KEY
   • GROQ_API_KEY
   • LLAMA_PARSER_API
   • DATABASE_URI

4. Run the application:

   python run.py
   

Usage

Access the web interface at http://localhost:5000 and use the sidebar to navigate between features:

• Upload documents to chat with their content
• Enter website URLs to chat about website information
• Paste YouTube video links to generate summaries
• Ask natural language questions to query your database