Deploy Daily Stock Analysis

LLM-based analysis of watchlist stocks with a web workbench and API

Deploy Daily Stock Analysis

Just deployed

/app/data

Deploy and Host Daily Stock Analysis on Railway

Daily Stock Analysis analyses a watchlist of stocks (mainly China A-shares, also HK and US) with an LLM, combining market data, news and technical indicators into a daily decision report.

About Hosting Daily Stock Analysis

This template runs the official zhulinsen/daily_stock_analysis:latest image with a persistent volume at /app/data. The service starts in web/API mode (main.py --serve-only) on port 8000. Reports and the database live on the volume. Analysis needs an LLM key and a stock list, which you set in the web settings page or as service variables (for example GEMINI_API_KEY, OPENAI_API_KEY with OPENAI_BASE_URL, and STOCK_LIST).

Common Use Cases

  • Generate daily AI reports for a personal watchlist
  • Push results to Telegram, Feishu, email and other channels
  • Use the REST API from your own tools

Dependencies for Daily Stock Analysis Hosting

  • One service with a volume; nothing else

Deployment Dependencies

Why Deploy Daily Stock Analysis on Railway?

Railway gives you a public HTTPS URL, a persistent volume and automatic restarts with no server to maintain. This is analysis output, not financial advice. Open the URL after the deploy, then add an LLM key and your stock list in the settings.


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