What it does
ZenML lets engineers write AI workflows, called pipelines, in Python and run them on many kinds of computing setups. A pipeline might train a model or run an AI agent.
It packages and tracks the code, records each run with metrics and logs, and hides much of the infrastructure work. It connects with many popular tools.
There is a web dashboard, and a paid ZenML Pro version.
Who it's for
Machine learning and AI engineers working in companies.
Can I use it without coding?
Developers only. It is installed with Python and used from code. New to this? Start here.
Can I run it?
- Cost
- Free, with optional paid extrasThe open-source version is free; the makers also sell a hosted or pro version.
- Runs on
- Server
- Computer
- An ordinary computer is fine
- API key
- Not needed
Try it
Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?
Before you install
- Only download from the official GitHub page. Copies with similar names exist for many popular projects.
- License (Apache-2.0): Permissive: free to use, change and share, including for business.
- More on staying safe