股

股票智能分析系统

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 dashbo

open-sourceagent-frameworks
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Star Growth

+16.5k (33.3%)estimated from velocity
48.4k57.8k67.1kJul 2Sep 30

Overview

This is an AI agent system that automatically analyzes stocks across multiple markets using LLMs to generate decision reports with scores, trends, and risk alerts. It aggregates data from multiple sources, supports various AI models, and can be scheduled to run via GitHub Actions, Docker, or local tasks. The system includes a web/desktop dashboard for manual analysis and supports notifications to multiple platforms.

Deep Analysis

Key Differentiator

Combines LLM-powered decision reports with multi-source data aggregation and zero-cost scheduled automation for comprehensive stock analysis.

⚡ Capabilities

  • • Automated stock analysis with LLM-generated decision reports
  • • Multi-market data aggregation (A-shares, HK, US, Japan, etc.)
  • • Web/desktop dashboard for manual analysis and history
  • • Agent strategy Q&A with 15 built-in strategies
  • • Scheduled automation via GitHub Actions/Docker/local tasks
  • • Multi-platform notifications (WeChat, Feishu, Telegram, email, etc.)

🔗 Integrations

AI models: Anspire, AIHubMix, Gemini, OpenAI-compatible, DeepSeek, etc.Market data: TickFlow, AkShare, Tushare, YFinance, LongbridgeNews search: Anspire, SerpAPI, Tavily, Bocha, BraveSocial sentiment: Stock Sentiment API (Reddit/X)

✓ Best For

  • ✓ Developers building automated stock analysis agents
  • ✓ Traders wanting AI-powered daily market analysis
  • ✓ Teams needing scheduled multi-market stock monitoring

✗ Not Ideal For

  • ✗ End-users wanting simple stock charts without AI analysis
  • ✗ People seeking real-time trading execution
  • ✗ Non-technical users needing fully managed service

⚠ Known Limitations

  • ⚠ Free data sources have rate limits and stability issues
  • ⚠ Requires configuration for optimal performance
  • ⚠ Social sentiment only available for US stocks

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