Currently, the Katib Client doc is outdated as I mentioned in this PR: kubeflow/katib#2075.
Each API in the Katib Client has the appropriate docstring.
We should automate doc creation based on that description.

This issue is also applied for the Training Client.

We need to add documentation on how to use KatibClient outside of Kubernetes cluster using Service Account token: kubeflow/katib#2046 (comment)

This is tracking issue for generate docs for Kubeflow SDK.

/area sdk

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