Prefect orchestrates resilient data pipelines in Python with scheduling, retries, caching, and event-driven automation. 22K+ stars. Apache 2.0.
这里应该同时让用户和 Agent 知道第一步该复制什么、安装什么、落到哪里。
pip install -U prefect
# Define workflow with decorators
# @flow and @task
# Start UI dashboard
prefect server start
# Open http://localhost:4200Prefect is a workflow orchestration framework for building resilient data pipelines in Python. With 22,000+ GitHub stars and Apache 2.0 license, it provides flow and task decorators, scheduling, caching, retries, a local UI dashboard at localhost:4200, event-driven automation, and self-hosted or cloud deployment.
Best for: Data engineers building reliable Python pipelines Works with: Claude Code, OpenAI Codex, Cursor, Gemini CLI, Windsurf
Q: What is Prefect? A: Python workflow orchestration with 22K+ stars. Decorators, scheduling, retries, UI dashboard. Apache 2.0.
Q: How do I install Prefect? A: pip install -U prefect. prefect server start for dashboard.
PrefectHQ/prefect — 22,000+ GitHub stars
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