🏠 Airbnb Search Assistant

A Gradio-based chatbot application that helps users find their perfect accommodation using AI-powered search capabilities. The assistant can search for properties worldwide, filter by amenities, and provide personalized recommendations.

✨ Features

• 🎨 Beautiful, Airbnb-inspired UI with custom styling
• 🔍 AI-powered property search and recommendations
• 🌍 Worldwide property search capabilities
• 🏡 Filter by amenities and preferences
• 💬 Interactive chat interface
• 🔄 Automatic fallback to basic chat mode if MCP connection fails
• 📱 Responsive design for all devices

🚀 Getting Started

Prerequisites

• Python 3.10 or higher
• Node.js (for MCP server)
• OpenAI API key

Installation

1. Clone the repository:

git clone git@github.com:akktrsst/MCP_Agent_Airbnb.git

2. Install Python dependencies:

pip install -r requirements.txt

3. Install MCP server:

npm install -g @openbnb/mcp-server-airbnb

4. Create a .env file in the examples directory with your API keys:

OPENAI_API_KEY=your_openai_api_key

Running the Application

1. Start the Streamlit app:

python chatbot.py

2. Open your browser and navigate to:

http://localhost:XXXX

💡 Usage

1. Enter your search query in the chat input, for example:

   • "Find me a beachfront villa in Bali for 4 people"
   • "Show luxury apartments in Paris with Eiffel Tower views"
   • "Search for pet-friendly houses in London with a garden"

2. The assistant will provide detailed responses about properties, including:

   • Amenities
   • Location benefits
   • Pricing information
   • Reviews and ratings

3. Use the "Clear Chat" button to start a new conversation

🛠️ Technical Details

Architecture

• Frontend: Streamlit
• Backend: Python with LangChain
• AI Model: GPT-4o-mini
• MCP Integration: Airbnb MCP Server

Key Components

• chatbot.py: Main application file
• airbnb_mcp.json: MCP server configuration
• Custom CSS styling for Airbnb-like interface
• Error handling and fallback mechanisms

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

• Special thanks to openbnb-org/mcp-server-airbnb for the MCP server
• OpenAI for the GPT models
• Gradio for the web framework

📞 Support

For support, please open an issue in the repository or contact the maintainers.

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Made with ❤️ by [Abhishek Kumar]