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What is this?
TradingAgents-CN is a Chinese-enhanced learning and research platform built on a multi-agent LLM trading framework, helping Chinese-speaking users systematically study stock analysis using multiple AI agents for A-share, Hong Kong, and US markets. It explicitly does not issue real trading orders and is positioned for education and research only.
TradingAgents-CN is a Chinese-enhanced learning and research platform built on a multi-agent LLM trading framework, helping Chinese-speaking users systematically study stock analysis using multiple AI agents for A-share, Hong Kong, and US markets. It explicitly does not issue real trading orders and is positioned for education and research only.Is this a CLI script or a full web application?It is a full web application: a FastAPI backend providing a RESTful API plus a Vue 3 + Element Plus single-page frontend, replacing the older Streamlit-based version.
It is a full web application: a FastAPI backend providing a RESTful API plus a Vue 3 + Element Plus single-page frontend, replacing the older Streamlit-based version.How do I get it running?There are two deployment paths: a Docker version (docker-compose, multi-arch amd64/arm64, ~5 minutes, rated medium difficulty) or a local source install for developers who need customization, rated harder.
There are two deployment paths: a Docker version (docker-compose, multi-arch amd64/arm64, ~5 minutes, rated medium difficulty) or a local source install for developers who need customization, rated harder.What backing services and LLM providers does it need?It needs MongoDB plus Redis as its dual-database layer, an LLM provider (OpenAI, Google AI, DeepSeek, VolcEngine Ark, and other Chinese LLMs are supported), and a market data source such as Tushare, AkShare, or BaoStock.
It needs MongoDB plus Redis as its dual-database layer, an LLM provider (OpenAI, Google AI, DeepSeek, VolcEngine Ark, and other Chinese LLMs are supported), and a market data source such as Tushare, AkShare, or BaoStock.Can I use it to actually place trades?No, the platform explicitly does not issue real trading execution instructions; it is for research and education, and AI-generated analysis is not investment advice.
No, the platform explicitly does not issue real trading execution instructions; it is for research and education, and AI-generated analysis is not investment advice.Which stock markets can I analyze?The platform supports A-share, Hong Kong, and US stock markets, with full Chinese localization and A-share data as a core feature.
The platform supports A-share, Hong Kong, and US stock markets, with full Chinese localization and A-share data as a core feature.What's new compared to the original (English) TradingAgents project this is based on?Compared to the upstream Tauric Research project, it adds intelligent multi-layer news filtering, multi-LLM provider integration with persisted model selection, A-share data support, domestic Chinese LLMs, Docker deployment, and professional report export.
Compared to the upstream Tauric Research project, it adds intelligent multi-layer news filtering, multi-LLM provider integration with persisted model selection, A-share data support, domestic Chinese LLMs, Docker deployment, and professional report export.Do I need to do anything before running my first stock analysis?Yes, you must sync the relevant stock data first per the documentation; otherwise the analysis results will contain data errors.
Yes, you must sync the relevant stock data first per the documentation; otherwise the analysis results will contain data errors.What did the latest v1.1.0 release add?v1.1.0 integrates VolcEngine Ark (火山方舟) as a model provider, passes reasoning-effort settings through the full pipeline for reasoning models, and adds a unified startdev script to launch v1.0 through v3.0 dev environments.
v1.1.0 integrates VolcEngine Ark (火山方舟) as a model provider, passes reasoning-effort settings through the full pipeline for reasoning models, and adds a unified startdev script to launch v1.0 through v3.0 dev environments.What are similar projects?TradingAgents, QuantDinger, QUANTAXIS, ai-hedge-fund, daily_stock_analysis, PanWatch, turnstone, financial_intelligence_system_web
TradingAgents, QuantDinger, QUANTAXIS, ai-hedge-fund, daily_stock_analysis, PanWatch, turnstone, financial_intelligence_system_webWhich topics is it in?a-share, news, sse, docx, algorithmic-trading, stock-market, quantitative-finance, vue3, trading, powershell, rbac, caching
a-share, news, sse, docx, algorithmic-trading, stock-market, quantitative-finance, vue3, trading, powershell, rbac, caching