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Open-Source AI-Powered Quantitative Trading Platform Launches for A-Share Markets on GitHub

Aug 24, 2026
GitHub
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Summary

A powerful open-source AI quantitative trading platform launches on GitHub, bringing LLM-driven strategy generation, real-time stock monitoring, and backtesting tools to A-share market retail investors and quant enthusiasts via a modern FastAPI and React 18 stack.

Key Points

  • A self-hosted, zero-maintenance quantitative workstation for A-share markets launches on GitHub, offering stock screening, real-time monitoring, and backtesting powered by a Polars-based pipeline and TickFlow data source.
  • The platform integrates LLM capabilities for AI-driven strategy generation, individual stock analysis, and post-market reviews, while supporting pluggable third-party data sources via SDK or YAML configuration.
  • Built with a FastAPI backend, React 18 frontend, DuckDB/Parquet storage, and Docker deployment, the open-source project targets individual retail investors and quant enthusiasts strictly for research purposes, not commercial use.

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