TradingAgents

A multi-agent LLM financial-trading framework that simulates an analyst team (fundamental, sentiment, technical), research debate, a trader, and a risk-management team to produce a trading decision for a given ticker.

Run an analysis (HTTP API)

GET /analyze?ticker=NVDA&date=2026-06-01

Returns the agents' final decision. Analyses are LLM-driven and can take a few minutes.

Health: /health · API docs: /docs

Configuration

OpenAI — wired (shared key).
FinnHub API key — required for market data, operator-needed (free tier at finnhub.io). Set FINNHUB_API_KEY in /opt/tradingagents/.env and restart the service.