Welcome to ZenML

ZenML is a unified MLOps framework that extends the battle-tested principles you rely on for classical ML to the new world of AI agents. It's one platform to develop, evaluate, and deploy your entire AI portfolio - from decision trees to complex multi-agent systems. By providing a single framework for your entire AI stack, ZenML enables developers across your organization to collaborate more effectively without maintaining separate toolchains for models and agents.

Getting Started

Installation

Set up ZenML in your environment

Core Concepts

Understand ZenML fundamentals

Hello World

Build your first ML workflow

If you use AI coding tools, see LLM tooling for ZenML's MCP server and Agent Skills (including zenml-scoping and zenml-pipeline-authoring).

Guides

Starter Guide

Get started with ZenML fundamentals and set up your first pipeline

Production Guide

Move your ML pipelines from development to production

LLMOps Guide

Build and deploy Large Language Model pipelines