🤖 AI Trading Agents

An automated AI-powered trading system designed to analyze market data, generate trading signals, and execute trades using configurable strategies.

🚀 Features

• 📊 AI-based trading decision making
• 🔌 Integration with Kraken API
• 🧪 Paper trading mode for safe testing
• ⚙️ Configurable trading parameters
• 📈 Modular and extensible architecture

🎥 Video Demo

Check out the project in action:

Video Link

🌐 Website

Visit the project website for more details:

Demo Link

📸 Screenshots

Dashboard / Application Preview

Add screenshots here to showcase your project UI, outputs, or workflow.

Example:

All pics

🗂️ Project Structure

AI-Trading-Agents/
│── ai_agent.py        # Core AI trading logic
│── app.py             # Main application entry point
│── config.py          # Configuration settings
│── kraken_client.py   # Kraken API integration
│── paper_trader.py    # Paper trading simulation
│── requirements.txt   # Dependencies
│── .env               # Environment variables

⚙️ Installation

1. Clone the repository

git clone https://github.com/mirzayasirabdullahbaig07/AI-Trading-Agents.git
cd AI-Trading-Agents

2. Create virtual environment (recommended)

python -m venv venv
source venv/bin/activate   # On Linux/macOS
venv\Scripts\activate      # On Windows

3. Install dependencies

pip install -r requirements.txt

🔑 Environment Variables

Create a .env file in the root directory and add:

KRAKENAPIKEY=yourapikey
KRAKENAPISECRET=yourapisecret

▶️ Usage

Run the application:

python app.py

🧪 Paper Trading

The project includes a paper trading module to simulate trades without risking real money:

python paper_trader.py

🔧 Configuration

Modify trading parameters inside config.py:

• Trading pairs
• Risk management settings
• Strategy parameters

📌 Future Improvements

• Advanced AI/ML models
• Multi-exchange support
• Backtesting engine
• Web dashboard

🤝 Contributing

Contributions are welcome! Feel free to fork the repo and submit a pull request.

📄 License

This project is licensed under the MIT License.

⚠️ Disclaimer

This project is for educational purposes only. Trading cryptocurrencies involves risk. Use at your own discretion.

👤 Author

Mirza Yasir Abdullah Baig