The quantification circle welcomes god-level tools!

The quantification circle welcomes god-level tools! The HKU team has open sourced AI and can turn LLM into a professional trader with just a few words. Vibe-Trading, received 15.8k Stars! Just enter natural language, and the system will automatically pull multi-market data, generate trading strategies, and output complete backtesting and diagnostic reports.

Shadow account: Upload personal transaction records, and AI can automatically disassemble behaviors, refine rules, and generate corresponding shadow strategies. It can also compare actual profits and losses, holding periods and missed signals, and generate a complete audit report with one click.

Multi-market intelligent backtesting: Comprehensive coverage of A-shares, Hong Kong stocks, US stocks, cryptocurrency and futures markets, integrating 18 data sources and equipped with an automatic anti-blocking switching mechanism. The built-in 456 factors can complete benchmark testing with one click.

29 multi-agent collaboration groups: including investment committees, quantitative analysis groups, risk control groups, etc., which work together and output research conclusions with evidence chains.

Multi-channel real-time push: 16 communication channels such as Telegram, WeChat, and Discord have been opened, and research results can be delivered as soon as possible. Safety first principle: Use read-only connections, emergency kill switches and full operation audits to ensure that your actual funds are never touched.

Just pip install vibe-trading-ai to quickly start it. Whether it is review, in-depth research or verification of new strategies, it is highly recommended to give it a try. https://github.com/HKUDS/Vibe-Tra ding …