# TradingAgents

> Chapter 3 · GitHub facts 2026-10-22 · Web version: https://finance-agents.dev/projects/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

<div class="afa-facts afa-kv">

| | |
| --- | --- |
| Repository | [TauricResearch/TradingAgents](https://github.com/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](https://github.com/TauricResearch/TradingAgents/commit/e8f5503e9b86d5c2710b0c76b1f686703968c9df) `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 |

</div>

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`](https://github.com/TauricResearch/TradingAgents/commit/e8f5503e9b86d5c2710b0c76b1f686703968c9df)). 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](/chapters/3-multi-agent-research-and-decision-systems).

Category note: [Multi-Agent Decisions](/categories/multi-agent-decisions).

Related project pages: [ai-hedge-fund](/projects/ai-hedge-fund), [FinGPT](/projects/fingpt).

Comparisons: [FinGPT vs TradingAgents](/compare/fingpt-vs-tradingagents), [Best open-source trading agents](/compare/open-source-trading-agents).

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GitHub facts: 2026-10-22. CC0 1.0 · https://github.com/aowang-ai/awesome-finance-agents

Maintained by Ao Wang (https://aowang.ai).