Building an Autonomous AI Trading System: A Multi-Agent Approach to Stock Market Analysis
How I built a sophisticated AI trading platform using multiple specialized agents that work together to make intelligent investment decisions. Featuring technical analysis agents, sentiment analysis, risk management, and a breakthrough multi-LLM validation system that leverages the strengths of different AI models.
Key Highlights
- Multi-agent architecture with specialized AI agents
- Real-time consensus mechanism for trading decisions
- Multi-LLM validation system with Gemini integration
- Complete ecosystem with Streamlit dashboard and FastAPI backend
- Asynchronous agent coordination and real-time data streaming