Multi-Agents LLM Financial Trading Framework

TradingAgents is an open-source multi-agent framework that uses specialized LLM-powered roles—Fundamentals Analyst, Sentiment Analyst, News Analyst, Technical Analyst, and trader/risk teams—to collaboratively evaluate market data, debate strategies, and generate trading decisions. Recent releases (v0.4.0 to v0.2.0) add look-ahead fixes, expanded provider support (including NVIDIA, Bedrock, OpenAI-compatible endpoints), new models (GPT-5.6, Claude Sonnet 5, Gemini 3.x), checkpoint-resume capabilities, and structured-output agents for research, trading, and portfolio management.