This project consolidates multi-market stock data and news into daily, LLM-powered analysis and decision-oriented reports. It provides an automation-ready workspace for individual research, requiring at least one external or local AI model provider to operate.
Project overview
Combines multi-market data aggregation with a decision dashboard and automated delivery across several notification channels.
Project type
AI Agent · Workflow · Data Processing
Use cases
Data Analysis · Automation
Deployment
Refer to project documentation
License
MIT
Best for
General users and developers seeking a research and learning tool to automate multi-market stock analysis and deliver daily decision reports via Web, Bot, or API.
Key capabilities
Generates reports with conclusions, scores, trends, buy/sell points, risk alerts, catalysts, and operational checklists.
Aggregates market data, K-lines, technical indicators, news, announcements, fundamentals, and report-supporting data across supported stock markets and ETFs.
Supports multi-turn stock questions using 15 built-in analysis strategies across Web, Bot, and API.
Imports stock lists from images, CSV/Excel, and the clipboard, with code, name, pinyin, and alias completion.
Supports scheduled automation through GitHub Actions, Docker, local tasks, and FastAPI, with notifications to documented channels.
Limitations and risks
Built-in free market-data sources may be rate-limited, change their interfaces, or be affected by network fluctuations; stability is not guaranteed.
The project is strictly for learning and research, does not constitute investment advice, and its author disclaims responsibility for any losses resulting from its use.
Getting started
Setup requires configuring at least one AI model provider, such as Anspire, Gemini, Claude, OpenAI-compatible services, or Ollama local models. Setup difficulty and specific first success paths are not documented.
Alternatives and comparisons
Deploys specialized agents to collaboratively evaluate market conditions through fundamentals, sentiment, news, and technicals for trading decisions.
Provides a Chinese-localized, multi-agent LLM-based stock analysis learning platform supporting A-share, HK, and US stock research.