Migrate voice-memos.ipynb to use new google-genai sdk from google-generative-ai sdk

[Chamikajaya]

• Voice_memos.ipynb was updated to use all new google-genai sdk
• References used for the migration to new sdk- https://ai.google.dev/gemini-api/docs/migrate

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[Giom-V]

Line #2.      model='gemini-2.0-flash',

Can you add a "MODEL_ID" variable like this?

MODEL_ID="gemini-2.0-flash" # @param ["gemini-2.0-flash-lite","gemini-2.0-flash","gemini-2.0-pro-exp-02-05"] {"allow-input":true, isTemplate: true}

As it would make the notebook easier to maintain in the future.

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[Giom-V]

Line #3.      contents=[prompt, blog_file, blog_file2, audio_file ],

Ntipicking, but can you remove the extra space at the end?

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[Giom-V]

Thanks @Chamikajaya for the submission and sorry for the delayed review.

I just added a couple of minor comments to make the notebook easier to understand and to maintain.

Can you also check the lint and format failures and fix them (format is likely because you haven't run the formatting script, lint because a "we" needs to be changed into a "you"). If you see a lint error reported in the template notebook, just ignore it, it's because of a CL you merged with.

Thanks again!

[andycandy]

@Giom-V If this PR has been abandoned, I can take continue this