# 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

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Installation</strong></td><td>Set up ZenML in your environment</td><td><a href="https://1640328923-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F5aBlTJNbVDkrxJp7J1J9%2Fuploads%2Fgit-blob-50bfe7f52b8c0609e52d3a73ac784551f47c9547%2Fproduction.png?alt=media">production.png</a></td><td><a href="installation">installation</a></td></tr><tr><td><strong>Core Concepts</strong></td><td>Understand ZenML fundamentals</td><td><a href="https://1640328923-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F5aBlTJNbVDkrxJp7J1J9%2Fuploads%2Fgit-blob-69f92c74a76764494a3a4b828bd10544d67610f1%2Fcore-concepts.png?alt=media">core-concepts.png</a></td><td><a href="core-concepts">core-concepts</a></td></tr><tr><td><strong>Hello World</strong></td><td>Build your first ML workflow</td><td><a href="https://1640328923-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F5aBlTJNbVDkrxJp7J1J9%2Fuploads%2Fgit-blob-f0e3ad28698ba20b3a65579c16e5769f86c8c07c%2Fhow-to.png?alt=media">how-to.png</a></td><td><a href="hello-world">hello-world</a></td></tr></tbody></table>

If you use AI coding tools, see [LLM tooling](https://docs.zenml.io/reference/llms-txt) for ZenML's MCP server and Agent Skills (including `zenml-scoping` and `zenml-pipeline-authoring`).

### Guides

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Starter Guide</strong></td><td>Get started with ZenML fundamentals and set up your first pipeline</td><td><a href="https://1640328923-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F5aBlTJNbVDkrxJp7J1J9%2Fuploads%2Fgit-blob-ba28e91d285ed45c61379aa512a6afe4eddfb5f2%2Fstarter.png?alt=media">starter.png</a></td><td><a href="https://docs.zenml.io/user-guides/starter-guide">https://docs.zenml.io/user-guides/starter-guide</a></td></tr><tr><td><strong>Production Guide</strong></td><td>Move your ML pipelines from development to production</td><td><a href="https://1640328923-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F5aBlTJNbVDkrxJp7J1J9%2Fuploads%2Fgit-blob-3ab5bd3c872a40e6ea60b298af84464f0515ed95%2Fprod.png?alt=media">prod.png</a></td><td><a href="https://docs.zenml.io/user-guides/production-guide">https://docs.zenml.io/user-guides/production-guide</a></td></tr><tr><td><strong>LLMOps Guide</strong></td><td>Build and deploy Large Language Model pipelines</td><td><a href="https://1640328923-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F5aBlTJNbVDkrxJp7J1J9%2Fuploads%2Fgit-blob-b60949cc86e9fc4e8857f368a772464469444e99%2Fllm.png?alt=media">llm.png</a></td><td><a href="https://docs.zenml.io/user-guides/llmops-guide">https://docs.zenml.io/user-guides/llmops-guide</a></td></tr></tbody></table>

<figure><img src="https://static.scarf.sh/a.png?x-pxid=f0b4f458-0a54-4fcd-aa95-d5ee424815bc" alt="ZenML Scarf"><figcaption></figcaption></figure>