Explore uv project manager for Kubeflow Python SDK

[andreyvelich]

What you would like to be added?

We should explore the uv project manager for the Kubeflow Python SDK.
It is faster than other tools, and many Python libraries have started adopting it.

In particular, I am interested in the Workspace concept and whether it can help manage multiple libraries under the unified Kubeflow SDK.
https://docs.astral.sh/uv/concepts/projects/workspaces/

Currently, we use hatch for the Kubeflow SDK.

/cc @kubeflow/wg-training-leads @Electronic-Waste @shravan-achar @akshaychitneni @astefanutti @franciscojavierarceo @seanlaii @spolti

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[andreyvelich]

/area sdk
/kind discussion
/remove-label lifecycle/needs-triage

[franciscojavierarceo]

We use it in Feast and it's great (make install-python-dependencies-dev).

https://github.com/feast-dev/feast/blob/master/Makefile

Blazing fast.