TradingAgents is an open-source research framework that models financial analysis as a team of specialized LLM-powered agents. It assigns roles such as fundamental analysis, sentiment analysis, technical analysis, research, trading, and risk management, allowing agents to debate evidence and combine different perspectives before reaching a trading decision.

The framework is intended for experimentation with multi-agent reasoning in financial markets rather than as an investment service. It supports multiple model and data providers and provides a structured environment for studying how role-based agents can collaborate on market analysis, while the project explicitly notes that results are non-deterministic and should not be treated as financial or trading advice.