Vibe-Trading project has been shipping daily updates for an entire month since its open source release and hit 6k+ GitHub stars!
Vibe-Trading is an open-source framework that combines AI agents with quantitative trading tools. It plugs directly into financial data sources like Tushare and AKShare, letting AI handle everything from stock screening to strategy backtesting with natural language commands.
Think of it as your "AI Trading Assistant" - you describe what you want to analyze, and it writes the code, pulls the data, and generates insights for trading.
While fully automated trading remains challenging, the AI + Human mode may be a game-changer for building and refining trading strategies.
Here's what we've built and updated:
📊 Advanced Trading Analytics: Simply upload your brokerage statements to get instant performance insights and behavioral analysis. Our Shadow Account feature shows you exactly where your strategy could improve.
🤖 Intelligent AI Agents: Persistent memory across conversations, self-improving capabilities, smart context management, and support for 13+ AI models. Your assistant learns and gets better over time.
🛡️ Robust Security Framework: Seamless transition from local development to enterprise deployment with API authentication, secure execution environments, and Docker containers. Developer-friendly locally, enterprise-grade remotely.
🌐 Global Market Support: Write once, trade anywhere - supports Chinese A-shares, crypto, and international markets. Export strategies to any platform including TradingView, 通达信, and MetaTrader.
Open-Source Repo: github.com/HKUDS/Vibe-Tradin…
Any feedback or suggestions welcome!!