# Spawner

Creating Kubernetes Clusters is the first step in implementing Kubernetes based workflows for Data Science.&#x20;

Most of the time, Data Science teams or ML engineers struggle to set clusters up as each cloud provider has a different cli and multiple hops to pass through to create them.

This module helps create Kubernetes Clusters on any cloud provider and private data centers through a unified command. All you need to do is change the configuration files.

Steps on using Spawner Service

* [Setup](/netbook-docs/opensource/docs/spawner/setup.md)
* [Usage Examples](/netbook-docs/opensource/docs/spawner/usage-examples.md)
* [Issues and reporting](/netbook-docs/opensource/docs/spawner/issues-and-troubleshooting.md)


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://netbook-2.gitbook.io/netbook-docs/opensource/docs/spawner.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
