TradingAgents-Astock
A Multi-Agent Research Framework for A-shares
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Description
#Open Source Research #A-share Analysis #Quantitative Investment
TradingAgents-Astock is an open-source AI research tool specifically designed for the A-share market, deeply localized and optimized based on the original TradingAgents.
The biggest highlight is that all data sources are free, allowing direct connections to multiple commonly used data sources such as mootdx, Eastmoney, Sina Finance, Tencent Finance, and Tonghuashun, without the need to apply for an API Key. It provides rich market data, including the Dragon and Tiger List, capital flow, and restricted stock unlock information.
The software also includes 7 AI Agent analysts and adds several A-share specific analysis roles such as policy, hot money, and unlock analysis. Through discussions in both bullish and bearish conference rooms, it ultimately outputs analysis plans that incorporate T+1 trading system, price limit rules, and other unique market mechanisms of China.
It supports both Web UI and CLI usage modes, making it easy for both ordinary users and developers to get started, and allows seamless switching between various large models like DeepSeek, MiniMax, Tongyi Qianwen, and Claude, ensuring a good user experience even in domestic network environments.
* A-share Exclusive Data: Supports core data analysis such as Dragon and Tiger List, capital flow, restricted stock unlock, market hotspots.
* Multi-Agent Analysis: Built-in 7 AI Agents, with additional A-share specific analysts for policy, hot money, and unlock analysis.
* Bull and Bear Conference Rooms: Simulates the clash of bullish and bearish viewpoints to generate more comprehensive investment analysis reports.
* Compliant with A-share Rules: Analysis results fully consider T+1, price limits, A-share trading mechanisms, making them more relevant to the domestic market.
* Multi-Model Support: Compatible with 9 mainstream large models including DeepSeek, MiniMax, Tongyi Qianwen, Claude, allowing for flexible switching as needed.
* Dual-End Usage: Provides both Web UI and CLI, suitable for ordinary users and convenient for developers for secondary development.
* Open Source Project: Supports community maintenance and expansion, customizable based on needs.
The biggest highlight is that all data sources are free, allowing direct connections to multiple commonly used data sources such as mootdx, Eastmoney, Sina Finance, Tencent Finance, and Tonghuashun, without the need to apply for an API Key. It provides rich market data, including the Dragon and Tiger List, capital flow, and restricted stock unlock information.
The software also includes 7 AI Agent analysts and adds several A-share specific analysis roles such as policy, hot money, and unlock analysis. Through discussions in both bullish and bearish conference rooms, it ultimately outputs analysis plans that incorporate T+1 trading system, price limit rules, and other unique market mechanisms of China.
It supports both Web UI and CLI usage modes, making it easy for both ordinary users and developers to get started, and allows seamless switching between various large models like DeepSeek, MiniMax, Tongyi Qianwen, and Claude, ensuring a good user experience even in domestic network environments.
Software Features
* Free Data Sources: Supports multiple data platforms such as mootdx, Eastmoney, Sina Finance, Tencent Finance, and Tonghuashun, without the need for an API Key.* A-share Exclusive Data: Supports core data analysis such as Dragon and Tiger List, capital flow, restricted stock unlock, market hotspots.
* Multi-Agent Analysis: Built-in 7 AI Agents, with additional A-share specific analysts for policy, hot money, and unlock analysis.
* Bull and Bear Conference Rooms: Simulates the clash of bullish and bearish viewpoints to generate more comprehensive investment analysis reports.
* Compliant with A-share Rules: Analysis results fully consider T+1, price limits, A-share trading mechanisms, making them more relevant to the domestic market.
* Multi-Model Support: Compatible with 9 mainstream large models including DeepSeek, MiniMax, Tongyi Qianwen, Claude, allowing for flexible switching as needed.
* Dual-End Usage: Provides both Web UI and CLI, suitable for ordinary users and convenient for developers for secondary development.
* Open Source Project: Supports community maintenance and expansion, customizable based on needs.
