TradingAgents — Multi-Agent LLM Financial Trading Framework

Overview

TauricResearch/TradingAgents (Apache-2.0, built on LangGraph, v0.7.0 of 2026-10-16 when checked) models a trading firm: analysts (market/technical, social/sentiment, news, fundamentals) work in parallel, a bull and a bear researcher debate, a trader proposes a plan, a risk team challenges it and a portfolio manager approves or rejects. Past decisions are scored against later prices and fed back as memory. It is a research tool, not investment advice.

Analysts: Market | Sentiment | News | Fundamentals   (parallel)
     |
Researchers: Bull <-debate-> Bear  ->  Trader
     |
Risk team  ->  Portfolio Manager  ->  rated decision

Instructions

1. Install

The package is not on PyPI. Install from a clone (Python 3.11 or newer), or from the wheel attached to a GitHub release: