> For the complete documentation index, see [llms.txt](https://docs.zenml.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.zenml.io/deploying-zenml/connecting-to-zenml/connect-with-a-pat.md).

# with your User (programmatic)

If you are using ZenML Pro and need to call the ZenML Pro workspace API from a non-interactive environment, you also have the option of creating and using a Personal Access Token. Personal Access Tokens are scoped to your ZenML Pro user account and can be used to access all workspaces you are a member of in any organization. See the [ZenML Pro Personal Access Tokens](https://docs.zenml.io/pro/access-management/personal-access-tokens) documentation for more information.

{% hint style="warning" %}
**Personal Access Tokens are only available in ZenML Pro**

If you are using ZenML OSS and need to call the ZenML OSS API from a non-interactive environment, you can use a service account and an API key. See the [Connect with a service account](/deploying-zenml/connecting-to-zenml/connect-with-a-service-account.md) documentation for more information.
{% endhint %}

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


---

# Agent Instructions
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## Querying This Documentation
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