> 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 Kumo RDL SDK for fine-tuning workflows

The Kumo RDL SDK supports **Python 3.10** and later with a minimal set of dependencies.
Installation steps are identical for the SaaS, Databricks, and Snowflake editions of the Kumo RDL Platform.

Before installing, ensure [pip](https://pip.pypa.io/en/stable/installation/) is available in your environment.

Install the SDK:

```console
pip install kumoai
```

Verify the installation:

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

The version number shown may differ from the example above.

If you encounter any issues with package installation, share the error message and environment information with your Kumo point of contact (POC).