Trader-Agent

Trader-Agent is an AI-powered Forex signal dashboard and Telegram bot. It fetches live market data, generates trading signals, and delivers them via a web dashboard and Telegram.

Features

• Live Candlestick Charts: Visualize real-time Forex data from OANDA.
• AI Signal Generation: Get buy/sell signals for major currency pairs.
• Telegram Bot: Receive signals automatically or on demand, with options to stop/resume notifications.
• Auto-Refresh Dashboard: Stay updated with the latest market moves.
• Signal History: Review past predictions and performance.

Tech Stack

• Backend: FastAPI (Python)
• Frontend: Streamlit
• Bot: python-telegram-bot
• Broker API: OANDA (via oandapyV20)
• Data: Pandas, Plotly

Setup

1. Clone the repository

   git clone https://github.com/yourusername/Trader-Agent.git
   cd Trader-Agent

2. Create a virtual environment

   python -m venv .venv
   .venv\Scripts\activate   # Windows
   source .venv/bin/activate # Mac/Linux

3. Install dependencies

   pip install -r requirements.txt

4. Set environment variables

   • Create a .env file in the root directory:

     OANDA_API_KEY=your_oanda_api_key
     TELEGRAM_BOT_TOKEN=your_telegram_bot_token
     FAST_API_URL=http://127.0.0.1:8000
     

5. Run the backend

   uvicorn backend.main:app --reload

6. Run the Streamlit dashboard

   streamlit run streamlit_app.py

7. Start the Telegram bot

   • The bot runs automatically with the backend, or you can run backend/telegram_bot.py directly.

Usage

• Open the Streamlit dashboard in your browser.
• Interact with the Telegram bot using /start and /predict.
• Monitor live signals and charts.

Contributing

Pull requests are welcome! For major changes, please open an issue first.

License

MIT License

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Note: You need valid OANDA and Telegram credentials to use all features.