Website-QA-Chatbot-with-Gemini

A smart chatbot that can answer questions about any website's content using Google's Gemini AI and LangChain.

🌟 Key Features

• Scrapes and processes website content through sitemaps
• Uses state-of-the-art embeddings for semantic search
• Powered by Google's Gemini AI for natural responses
• Automatic PDF generation for offline access
• Intelligent context chunking for better comprehension

🚀 Quick Start

1. Clone the repository

git clone https://github.com/yourusername/website-qa-chatbot.git
cd website-qa-chatbot

2. Install requirements

pip install -r requirements.txt

3. Set up your Gemini API key

# Create a .env file and add your API key
GEMINI_API_KEY=your_api_key_here

4. Run the chatbot

python main.py

📦 Project Structure

website-qa-chatbot/
├── main.py               # Main application file
├── utils/
│   ├── document_processor.py  # Document processing utilities
│   ├── embeddings.py         # Embedding functions
│   └── chat_interface.py     # Chat interface functions
├── requirements.txt     # Project dependencies
├── .env.example        # Example environment variables
├── .gitignore          # Git ignore file
└── README.md           # Project documentation

💻 Usage Example

from chatbot import WebsiteQABot

# Initialize the bot
bot = WebsiteQABot(api_key="your_gemini_api_key")

# Process a website
bot.process_website("https://example.com/sitemap.xml")

# Start chatting
bot.start_chat()

🔑 Requirements

• Python 3.8+
• Gemini API key
• Internet connection for website scraping