Blog post for Jupyter integration

[daniellok-db]

As title, this PR adds the post to promote the jupyter integration in mlflow 2.20 (how do we make sure this isn't released until then?)

Screen.Recording.2024-12-21.at.1.14.56.PM.mov

[github-actions]

Preview for 22f7b5e

• For faster build, the doc pages are not included in the preview.
• Redirects are disabled in the preview.

[TomeHirata]

Great blog post! Two minor comments:

• The example code in the doc is different from the code in the image, is it intentional?
• The last line of the example code in the picture could be changed to just chain.invoke("...") (remove _ =)

[daniellok-db]

@TomeHirata

The example code in the doc is different from the code in the image, is it intentional?

yeah the code in the image is just meant to show the UI, the doc one is meant to explain in more detail / provide more examples, so they don't necessarily need to match

The last line of the example code in the picture could be changed to just chain.invoke("...") (remove _ =)

I wanted to suppress the output repr (e.g. AIMessage(... long string ...) as it pushes the UI down 😅. if it looks weird i can change it to response = chain.invoke(...)

[B-Step62]

LGTM!