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TauricResearch/TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

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What it does

TradingAgents: Multi-Agents LLM Financial Trading Framework

Summary based on the GitHub description (opens in a new tab)

What the README covers

  • 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

Getting started

Excerpt from the README · Checked 15 Oct 2026

bash
git clone https://github.com/TauricResearch/TradingAgents.git
cd TradingAgents

Shown exactly as published. Top 200 Repos has not run or tested it. View in README (opens in a new tab)

Ranking trend

Global rank in each recorded snapshot. A lower number is a higher rank.

Global Rank · 2 Observed Snapshots · Lower Is Better · Gaps Indicate Missing Ranks

From #110 to #97 across 2 snapshots since 15 Oct 2026.

What people build with it

Reported by source

Run a multi-agent research debate on a stock ticker

Have TradingAgents' analyst, researcher, trader and risk roles analyse one ticker on one date and produce a reasoned report.

github.comTauricResearch/TradingAgents

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