AgentsOpen sourceApache-2.0
TradingAgents
Multi-agent LLM trading framework modelled on a trading-firm org chart
By Tauric Research
Live GitHub metrics
Live GitHub data · Oct 11, 2026Stars
110,565
Stars · 7d
+889
Stars · 30d
+6,452
30d momentum
+6.2%
Forks
21,290
Open issues
104
Language
Python
Last push
8 days ago
Latest release v0.6.0 on Oct 3, 2026. Repository created Dec 28, 2024.
What it is
TradingAgents splits the job of a trading desk into LLM agents: fundamental, sentiment, news and technical analysts feed bull and bear researchers, a trader proposes a position and a risk team plus fund manager approve it. The framework is built on LangGraph and ships with a CLI; the accompanying paper reports backtests on a handful of US large caps.
In the maintainers' words: “TradingAgents: Multi-Agents LLM Financial Trading Framework”
Markets
- US equities
Tags
- Multi-agent
- LangGraph
- Research framework
- US equities
- #agent
- #finance
- #llm
- #multiagent
- #trading