Overview
AI Agents Stock is an innovative multi-agent stock analysis platform that simulates a complete team of securities analysts.
Core philosophy: let specialized AI agents collaborate like a real analyst team, interpreting market data from multiple perspectives.
Features
Deep Stock Analysis (6 AI Agents)
| Agent | Focus | Capability |
|---|---|---|
| Technical Agent | K-line patterns, MA, MACD/RSI | Trend & signal detection |
| Fundamental Agent | Financial reports, valuation | Company value assessment |
| Capital Flow Agent | Block trades, North-bound funds | Institutional tracking |
| Risk Agent | Volatility, drawdown, VaR | Quantitative risk |
| Sentiment Agent | News, social media | Market sentiment |
| News Agent | Announcements, industry news | Event-driven analysis |
Sector Rotation Analysis
4 AI agents generate daily sector strategy reports covering rotation patterns, macro policy, capital flows, and market sentiment.
Dragon & Tiger List Tracking
5 AI agents analyze daily top-trader data — tracking prominent seats, institutional moves, and short-term opportunities.
Other Features
- Stock screening via institutional capital flows
- Real-time monitoring with DingTalk/Feishu alerts
- MiniQMT integration for quantitative execution
- Docker deployment — one command to start
Tech Stack
Python Streamlit Plotly pandas AKShare LLM
Design Philosophy
The key insight is the multi-agent collaboration pattern — specialized agents working in parallel produce insights far beyond any single viewpoint.