TradingAgents is an open-source framework where a panel of LLM-powered financial analysts collaboratively evaluate market conditions for a given stock and time window, producing a final investment recommendation (buy/hold/sell).
Each analyst brings a different analytical lens — from technical chart patterns to macroeconomic fundamentals. Agents share their analyses and debate before reaching consensus. POIROT detects when one agent's reasoning has been manipulated with false or inverted market data.