Adding a note about flutter_ai_toolkit replacing previous AI packages

[sfshaza2]

This kinda sorta fixes #12476. Very soon, @csells is updating these pages as part of his current work.

[gemini-code-assist]

Summary of Changes

Hello @sfshaza2, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a temporary informational note to the Flutter AI Toolkit documentation. The purpose is to quickly inform users about the deprecation of older AI packages and the recommendation of flutter_ai_toolkit as their replacement, while also acknowledging that the documentation itself is currently outdated and awaiting a more comprehensive update.

Highlights

• Temporary Documentation Update: A temporary note has been added to the src/content/ai-toolkit/index.md page to address outdated information.
• Package Deprecation Notice: The added note informs readers that the google_generative_ai and vertexai_firebase packages are deprecated and have been replaced by flutter_ai_toolkit.
• Documentation Status: The note clarifies that the current documentation pages are out of date and will be updated soon by another team member.
• Potential Broken Link: The added link definition [firebase-ai]: {{site-pub-pkg}}/flutter_ai_toolkit does not match the inline link [flutter_ai_toolkit][] used in the note, which will result in a broken link for flutter_ai_toolkit.

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[gemini-code-assist]

Code Review

This pull request adds a helpful note to the AI Toolkit documentation, clarifying that google_generative_ai and vertexai_firebase are deprecated in favor of flutter_ai_toolkit. This is a good stop-gap measure. My review includes a suggestion to fix a broken markdown link within the new note to ensure users can easily find the new package.

[flutter-website-bot]

Visit the preview URL for this PR (updated for commit d689fe8):

https://flutter-docs-prod--pr12616-ai-f54umpvz.web.app