TradingAgents

Integrates with OpenAI, Google, Anthropic, xAI, OpenRouter, and local models via Ollama, offering flexibility in model choice for cost and performance, as shown in the configurable Python API.

Deploys specialized agents—analysts, researchers, traders, risk managers—that engage in structured debates, mirroring professional collaboration, detailed in the framework architecture diagrams.

Includes dedicated agents for evaluating portfolio risk, market volatility, and liquidity before trade approval, ensuring robust decision-making, as highlighted in the risk management section.

Supports configurable date ranges and simulated order execution for strategy testing on past data, a key feature mentioned for research purposes.