TauricResearch/TradingAgents
TradingAgents: Multi-Agents LLM Financial Trading Framework
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
Deutsch | Español | français | 日本語 | 한국어 | Português | Русский | 中文 Full release notes are in CHANGELOG.md. Earlier news 🚀 TradingAgents | ⚡ Installation & CLI | 🎬 Demo | 📦 Package Usage | 🤝 Contributing | 📄 Citation TradingAgents is a multi-agent trading framework that mirrors the dynamics of real-world trading firms. By deploying specialized LLM-powered agents: from fundamental analysts, sentiment experts, and technical analysts, to trader, risk management team, the platform collaboratively evaluates market conditions and informs trading decisions. Moreover, these agents engage in dynamic discussions to pinpoint the optimal strategy. Our framework decomposes complex trading tasks into specialized roles. The selected analysts work at the same time, each on its own tools, and the research debate starts once all of their reports are in. Clone TradingAgents: TradingAgents needs Python 3.11 or later. Create a virtual environment in any of your favorite environment managers:…
Read the full README ↗ · Preview checked 2026-10-29T17:41:34.809Z
Inside the original README — Document outline
- TradingAgents: Multi-Agents LLM Financial Trading Framework
- News
- TradingAgents Framework
- Analyst Team
- Researcher Team
- Trader Agent
- Risk Management and Portfolio Manager
- Installation and CLI
- Installation
- Docker
- Required APIs
- CLI Usage
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the README
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: Apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
What this repository does
TradingAgents: Multi-Agents LLM Financial Trading Framework
Repository facts
- Owner
- TauricResearch
- Primary language
- Python
- Stars
- 118,856
- Forks
- 22,719
- Open issues + pull requests
- 342
- License
- Apache-2.0
- Archived
- No
- Default branch
- main
- Created
- 2024-12-28T03:31:08.000Z
- Last push
- 2026-09-15T01:33:49.000Z
Topics and intended use
Owner-supplied topics: agent, finance, llm, multiagent, trading
Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.
Evaluate before installing
Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.
Source and freshness
Source: GitHub. Metadata observed 2026-10-31T12:15:24.575Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
Related repositories
EbookFoundation/free-programming-books
donnemartin/system-design-primer