quant Tools

TSP是一个自托管、零运维的A股量化工作台，集成了选股、实时监控与策略回测功能。它利用LLM能力驱动策略定制、个股分析和复盘，解决了个人投资者缺乏专业量化工具和运维复杂性的痛点。该平台允许自由接入第三方数据源并进行个性化扩展，适合对A股市场有兴趣、希望进行系统化投资分析的个人开发者和量化爱好者使用。

PanWatch 是一个自托管的 AI 盯盘助手，集成了 TradingAgents 多智能体投资决策框架。它解决了投资者需要手动、持续监控多个市场（A股/港股/美股）的痛点，通过实时监控、持仓管理、智能分析和全渠道推送，自动化执行盯盘与决策任务。它适合希望将投资监控流程自动化、智能化，并注重数据隐私与自主控制的个人投资者及交易团队。

Swarms is an end-to-end agent infrastructure platform designed for building production-grade autonomous systems. It provides the frameworks, interfaces, and cloud services needed to create complex multi-agent collaboration systems with advanced communication, memory, and simulation capabilities. It's built for teams and enterprises that need to ship reliable, scalable, and secure AI agent applications.

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

It's a systematic trading platform that transforms 5,000+ peer-reviewed academic papers into runnable Python strategies with clean, integrated datasets. It solves the problem of fragmented research, messy data, and complex implementation by providing a single workbench to backtest, modify, and deploy strategies. It's built for quantitative traders, researchers, and students who want to move from theory to live trading with industrial-grade tools and an active community.

A vector index built on TurboQuant, written in Rust with Python bindings