TradingAgents-CryptoA

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# TradingAgents-CryptoA

**Multi-Agent LLM Analysis Framework for A-Shares + Crypto**

[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](LICENSE)
[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)

English | [中文](./README_CN.md)

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## Overview

TradingAgents-CryptoA is an enhanced fork of [TauricResearch/TradingAgents](https://github.com/TauricResearch/TradingAgents), adding support for **Chinese A-share market** and **cryptocurrency** multi-agent analysis.

The framework deploys specialized LLM-powered agents (fundamental analysts, sentiment experts, technical analysts, traders, risk management teams) that collaboratively evaluate market conditions and produce trading decisions.

### Comparison: Original vs CN vs CryptoA

|  | [Original](https://github.com/TauricResearch/TradingAgents) | [CN Version](https://github.com/hsliuping/TradingAgents-CN) | **CryptoA (this project)** |
|---|---|---|---|
| **A-Share** | ❌ | ✅ Tushare / AKShare / BaoStock | ✅ AKShare (free, no registration) |
| **Crypto** | ❌ | ❌ | ✅ CCXT (Binance / OKX / Bybit) |
| **US Stocks** | ✅ yfinance / Alpha Vantage | ✅ | ✅ inherited |
| **On-Chain Agent** | ❌ | ❌ | ✅ whale tracking / open interest |
| **Policy Agent** | ❌ | ❌ | ✅ PBOC / CSRC policy analysis |
| **Fund Flow Agent** | ❌ | ❌ | ✅ northbound / institutional flows |
| **CN Sentiment Agent** | ❌ | ✅ | ✅ Eastmoney / Xueqiu sentiment |
| **News Filter** | ❌ | ✅ multi-layer + quality scoring | ✅ dedup / ad removal / freshness / relevance |
| **LLM Providers** | OpenAI | OpenAI / DeepSeek / DeepSeek / Qwen | 8 providers (OpenAI / DeepSeek / DeepSeek / DeepSeek / Qwen / xAI / OpenRouter / Ollama) |
| **WebUI** | ❌ | ✅ Vue 3 + Element Plus | ❌ CLI-first |
| **DB Cache** | ❌ | ✅ MongoDB + Redis | ❌ file-based cache |
| **Docker** | ❌ | ✅ multi-arch | ❌ local execution |
| **License** | Apache 2.0 | Mixed (WebUI requires commercial license) | Apac