Crypto Flash

A self-hosted Python pipeline that filters real-time market news, uses Gemini to rank and summarize high-impact events, and delivers the result to Telegram.

Output demo · 繁體中文文件 · Full English documentation · Daily digest behavior

Why it exists

Crypto markets produce more updates than a person can evaluate in real time. Crypto Flash is built for the minutes-level window: ingest continuously, remove low-value noise, add concise context, and deliver the result where a small community already talks.

This is different from News Agent, which produces a daily software, AI, and startup briefing. The two systems have different audiences, sources, and latency requirements.

Crypto Flash is for developers and market researchers who want a personal crypto and macro news monitor without operating a separate server. It is not a trading system,…