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Scaffolds the kale.kubeflow.org documentation site using Sphinx + Furo + MyST, mirroring the Kubeflow SDK docs stack. Covers getting-started, core concepts, user guide, architecture, API reference (autodoc), the GSoC 2026 roadmap, and contributing. Closes kubeflow#747. - Sphinx config, Read the Docs config, and GitHub Actions build check - Add `docs` extra to pyproject.toml and lock with uv - New `make docs` / `make docs-serve` targets - Minimal module-level docstrings on core modules for cleaner autodoc Assisted-by: Claude (claude-opus-4-6) Signed-off-by: Stefano Fioravanzo <stefano.fioravanzo@gmail.com>
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@StefanoFioravanzo I read the docs and I really like it, I have suggestion for the CI, and I think it would also be nice to mention somewhere the JupyterLab settings that Kale has - enable by default and auto-save, otherwise LGTM!
jesuino
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Great content, thanks for this! Just a few comments
hmtosi
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Thank you @StefanoFioravanzo for this work - overall I think it is very well done and very helpful.
I left a few comments about the content, where the information could be more technical or more specific.
Otherwise, most of my comments are just about formatting errors - about 70% of the links do not have the [ ] filled in (so the url is there but it will not appear in the rendered .md file). I commented on the files that had this issue.
This work will be a great addition to the v2.0 release!
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the formatting notation in this file does not render correctly, at least on my side
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hmmm I don't see wrong formatting on my end, could you share a screenshot?
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ahhh right.. indeed this is not standard markdown, but something that sphynx interprets. I guess most folks will read the docs from the website, no? I feel like it's not that big of a deal if this md file is difficult to read, if we can have a nicer docs homepage. Happy to reconsider if you feel differently!
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You are right, I think it aligns with our discussion of having these md docs be more agent-focused, and then we have a readme that is more human-readable.
Signed-off-by: Stefano Fioravanzo <stefano.fioravanzo@gmail.com>
Signed-off-by: Stefano Fioravanzo <stefano.fioravanzo@gmail.com> Co-Authored-by: Hannah Tosi <htosi@redhat.com>
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@hmtosi added a commit with the screenshots, thanks for taking the time to capture them!! :) |
jesuino
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Just two small comments to remove the mention to KFP Host of Left from the image.
I ran the make docs-serve locally and I was able to see that all images are in place and I see no problems with formatting.
Thanks again!
@jesuino fixed, thanks! |
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Thank you for the updates, @StefanoFioravanzo - I found what I think to be the last change - Please apologize for not spotting this before
Signed-off-by: Stefano Fioravanzo <stefano.fioravanzo@gmail.com>
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hmtosi
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/lgtm
Thank you for making the changes @StefanoFioravanzo, it is all set from my perspective

Introducing new docs for the Kale 2.0 launch
Addresses part of #747
@ederign he's a first iteration, I got sidetracked today and didn't finish.. there are some issues with some of the Claude output :) I will revisit tomorrow.
In the meantime