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Smart stock market transactions with artificial intelligence

TradingAgents is a multi-agent LLM-based framework developed for trading in financial markets. This system, written in Python, enables autonomous trading agents to analyze financial data, create strategies and manage decision-making processes.

Updates

  • September 18, 2026: Stars 107,234 → 107,380, latest release v0.5.0 (September 18, 2026).
  • September 17, 2026: Stars 101,981 → 107,234, latest release v0.4.0 (August 31, 2026).
  • August 31, 2026: Stars 100,847 → 101,981, latest release v0.4.0 (August 31, 2026).
  • August 27, 2026: Stars 95,338 → 100,847, latest release v0.3.1 (July 5, 2026).

What you get

  • It manages financial analysis and strategy development processes with autonomous agents.
  • Works collaboratively with expert roles such as analyst, researcher and risk management.
  • It evaluates market data with the support of multiple artificial intelligence models.

Installation

Clone official repo and install
git clone https://github.com/TauricResearch/TradingAgents.git
cd TradingAgents
pip install .

Running it

Run example CLI
python -m cli.main

If you don't write code

🤖 Paste this into your AI agent (Claude Code · Codex · Antigravity)

I want to analyze financial market data using the TradingAgents tool. I completed the installation and configured my necessary API keys. How can I initialize the system for agents to evaluate market conditions and perform technical and fundamental analysis? With what command can I activate autonomous trading agents and start the strategy creation process?

Related dictionary terms

Multi-agent LLMMulti-agentLLMAPICLIArtificial Intelligence
Who it is forIt is suitable for users researching autonomous agent-based analysis and strategy development processes on financial markets.
LicenseApache-2.0

Links

TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-06-02: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. This page was machine-translated from the Turkish original · the Turkish version prevails.