TradingAgents is a multi-agent LLM financial trading framework by Tauric Research that mirrors real-world trading firm dynamics. It deploys seven specialized agents: Fundamentals Analyst evaluates financials and intrinsic values, Sentiment Analyst gauges market mood from social media, News Analyst tracks macroeconomic events, Technical Analyst runs MACD/RSI pattern detection, Bullish and Bearish Researchers debate analyst insights, and a Trader agent synthesizes reports into decisions. A Risk Manager and Portfolio Manager layer evaluates and approves trades. Built on LangGraph, the framework supports GPT-5.x, Gemini 3.x, Claude 4.x, Grok 4.x, OpenRouter, and local Ollama models. Experiments show significant improvements in cumulative returns, Sharpe ratio, and maximum drawdown versus baselines.