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TradingAgents: Multi-Agents LLM Financial Trading Framework

Open sourceCreated November 7, 2026

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TauricResearch/TradingAgents

Community-run · not official

Stars: 120.6K
Forks: 23.1K
Language: Python
License: Apache-2.0

Last commit Nov 4, 2026

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TradingAgents: A multi-agent trading framework that mirrors the dynamics of real-world trading firms.

What problem it solves Complex trading decisions require evaluation across financial fundamentals, market sentiment, news, technical indicators, portfolio holdings, and risk. TradingAgents addresses this by decomposing trading tasks into specialized LLM-powered roles that discuss findings and assess proposed transactions. Key features Parallel analyst research — Fundamental, sentiment, news, and t…