AI/ML Book Interaction ChatBot

📘 Project Overview

AI_ML_Chatbot is an intelligent document interaction platform that allows users to upload AI/ML books and interact with them through an advanced AI-powered chatbot.

✨ Key Features

• PDF Upload with Google Authentication
• Semantic Search across AI/ML books
• Contextual AI-powered responses
• Detailed metadata extraction
• Multi-book query support
• Alternative response generation

🛠 Technology Stack

Frontend

• React 18
• React Router
• Tailwind CSS
• Shadcn/UI Components
• Firebase Authentication

Backend

• Flask (Python)
• Sentence Transformers
• Groq (Llama3)
• Google Gemini AI
• PostgreSQL with pgvector

📸 Screenshots

1. Services Page

• Showcases platform features
• Google Sign-In integration
• Responsive design

2. Chat Interface

• AI-powered conversation
• Alternative responses
• Metadata display

3. PDF Upload

• Secure authentication
• File selection
• Progress tracking

🚀 Project Setup

Prerequisites

• Node.js
• Python 3.8+
• PostgreSQL
• Google Firebase Account

Frontend Setup

# Clone repository
git clone https://github.com/skddl007/AI_ML_Chatbot.git
cd AI_ML_Chatbot/frontend

# Install dependencies
npm install
npm run dev

Backend Setup

# Create virtual environment
python3 -m venv venv
source venv/bin/activate

# Install dependencies
pip install -r requirements.txt

# Initialize database
python initialize_db.py

# Run backend server
python app.py

🤝 Contribution Guidelines

How to Contribute

1. Fork the Repository

   • Click "Fork" on GitHub
   • Clone your forked repository

2. Create Feature Branch

   git checkout -b feature/YourFeatureName

3. Commit Changes

   git commit -m 'Add specific feature description'

4. Push to Branch

   git push origin feature/YourFeatureName

5. Open Pull Request

   • Describe changes
   • Link to relevant issues

Contribution Areas

• Frontend UI/UX improvements
• AI model integration
• Performance optimization
• Bug fixes
• Documentation

Code of Conduct

• Respect other contributors
• Provide constructive feedback
• Follow coding standards
• Write clear, documented code

👥 Team

Core Contributors

• Satyam Kumar Pandey

  • Role: Project Lead
  • Expertise: Data Processing, Machine Learning
  • Responsibilities: Data Pipeline, Model Training

• Rajat Malviya

  • Role: Data Engineer
  • Expertise: Backend Development
  • Responsibilities: Architecture, AI Integration

• Sandeep Kumar

  • Role: Frontend Developer
  • Expertise: React, UI/UX
  • Responsibilities: Interface Design, User Experience

📄 License

Distributed under the GNU GENERAL PUBLIC LICENSE. See LICENSE.md for more information.

🙏 Acknowledgements

• Sentence Transformers
• Groq AI
• Google Generative AI
• Firebase
• PostgreSQL Community

📞 Contact

• LinkedIn
• GitHub

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