Chapter 3 · GitHub facts 2026-10-22
TradingAgents
What it does
The GitHub description is “TradingAgents: Multi-Agents LLM Financial Trading Framework.” pyproject.toml depends on langgraph, langchain-core, and LangChain provider packages for OpenAI, Anthropic, and Google, plus yfinance and stockstats. The GitHub homepage field points at an arXiv PDF. This list files it as a multi-agent framework with analyst, trader, and risk roles.
Repository facts
| Repository | TauricResearch/TradingAgents |
| GitHub description | TradingAgents: Multi-Agents LLM Financial Trading Framework |
| Stars | 112,764 |
| Forks | 21,808 |
| Created | 2024-12-28 |
| Default branch | main |
| Last commit | 2026-10-16 e8f5503 |
| Last push | 2026-10-16 |
| License | Apache-2.0 |
| Homepage | https://arxiv.org/pdf/2412.20138 |
| Primary language | Python |
| Languages | Python, Dockerfile |
| Topics | agent, finance, llm, multiagent, trading |
Source: GitHub API, 2026-10-22.
Technical stack
Primary language reported by GitHub: Python. Languages reported by GitHub: Python, Dockerfile.
Dependency files (package names only, as read on the fetch date):
pyproject.toml:langchain-core,langchain-anthropic,langchain-google-genai,langchain-openai,langgraph,langgraph-checkpoint-sqlite,pandas,yfinance,stockstats,typer
Activity
Last commit on the default branch main: 2026-10-16 (e8f5503). Subject: Merge pull request #1536 from TauricResearch/v0.7.0.
Last push to the repository: 2026-10-16. Created: 2024-12-28.
Who it is for
For people reading how a trading desk can be split into LLM roles and a graph, before any live order path.
In this list
Filed under: Chapter 3.
Category note: Multi-Agent Decisions.
Related project pages: ai-hedge-fund, FinGPT.
Comparisons: FinGPT vs TradingAgents, Best open-source trading agents.