> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/sdgm/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/sdgm/_mcp/server.

# Installation

> Install the kumoai Python SDK for fine-tuning workflows

The Kumo Python SDK is available for **Python 3.10** onwards, and has a lightweight, minimal set of dependencies. It can be installed in any environment with a supported Python version. Installation steps are identical for a SaaS, Databricks, or Snowflake edition of the Kumo platform.

You can install the SDK with `pip`, as follows:

```console
pip install kumoai
```

Installation of this package requires [pip](https://pip.pypa.io/en/stable/installation/); please ensure that it is present before proceeding.

You can verify that installation was successful by running:

```python
>>> import kumoai as kumo
>>> kumo.__version__
'2.22.0'
```

If you run into any issues with package installation, please share the error message and any environment information with your Kumo POC.