AI Stock Trader

AI-powered Hong Kong stock trading app with signals, portfolio management, backtesting, and sentiment analysis.

Features

• Real-time stock data from Yahoo Finance
• Technical analysis with indicators (RSI, MACD, Bollinger Bands, etc.)
• Trading signals generation
• Portfolio management
• Backtesting engine
• Sentiment analysis
• Web dashboard
• Telegram bot

Quick Start

pip install -r requirements.txt
python -m app.main

API Endpoints

• /api/stock/{symbol} - Get stock data
• /api/stocks/popular - Popular HK stocks
• /api/signals/{symbol} - Trading signal
• /api/portfolio - Portfolio status
• /api/backtest - Run backtest
• /api/sentiment/{symbol} - Sentiment analysis
• /dashboard - Web UI