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Older Vertex AI embedding models retire on April 1, 2027

Readers can stay on Gemini Enterprise Agent Platform: they change a setting or plan. Help the ones who would rather leave.

165 days left · April 1, 2027 · Public page

Low switching pressure28/100

An estimate from the deadline, cost, discussion and need to move. It is not a product rating.

What goes into it

Confidence: medium.

deadline8/30
money14/25
attention0/25
audience0/12
force6/8
  • Hard deadline in 165 days.
  • The change is forced: it reaches users even if they wait.

  1. 1 Related discussions

    Only threads tied to this event that talk about leaving, moving or prices. Saved, not live. Check the date and read the thread before replying.

    No live threads yet.

  2. 2 What people ask

    No common questions yet.

  3. 3 Reply templates

    Answer the question first. Link only if it helps. Always keep the disclosure line. Never post the same text twice.

    Helpful first
    Sorry you have to deal with this. You can stay on Gemini Enterprise Agent Platform. Here is what to change before April 1, 2027:

1. Find the old model names. Search for the four names on Google's list, such as text-embedding-004.
2. Pick a newer embedding model. Google's page lists gemini-embedding-001 and gemini-embedding-2 with later dates.
3. Test search results first. Try it on your own data. You may need to embed your stored text again.

If they would rather leave, describe a verified way <your product> can help: <your link>
[Disclosure: I build <your product>.]
    Short answer
    You have until April 1, 2027. You can stay on Gemini Enterprise Agent Platform. First: find the old model names. Then pick a newer embedding model.
Happy to help if you get stuck.
[Disclosure: I build <your product>.]

  4. 4 Switch-page builder

    Create a draft “Switch from Gemini Enterprise Agent Platform” page. Add your product, review every claim, then copy HTML or Markdown. Your product claims need your own evidence.

    • Add your product name to replace “Your product”.
    Preview

    Switch from Gemini Enterprise Agent Platform to Your product

    Vertex AI text-embedding-004, 005 and two more: a change is due by April 1. You can stay on Gemini Enterprise Agent Platform. If you would rather leave, here is how to move to Your product.

    What changes at Gemini Enterprise Agent Platform

    Google ends four older embedding models on Vertex AI on April 1, 2027, including text-embedding-004 and 005. Its page does not name a model to use next.

    • Retirement date: April 1, 2027 (Google Cloud)
    • Models that retire: text-embedding-005, text-embedding-004, text-multilingual-embedding-002 (the multilingual 002 model), multimodalembedding@001 (Google Cloud)
    • How many models: Four (Google Cloud)
    • Replacement: Not listed by Google (Google Cloud)
    • Embedding models with later dates on the same page: gemini-embedding-001 (no sooner than May 20, 2028) and gemini-embedding-2 (released April 22, 2026) (Google Cloud)
    • Can the date move earlier?: No. Google says dates may be extended, but not moved earlier (Google Cloud)
    • What Google calls Vertex AI now: Gemini Enterprise Agent Platform (Agent Platform for short) (Google Cloud)
    • Apps that embed text or images with these models: Must move to another model by April 1, 2027 (Google Cloud)

    You can stay on Gemini Enterprise Agent Platform if you make the change. This page is for people who would rather leave.

    What Your product gives you

    Write two or three short lines here. Say what Your product does, who it is for, and what it costs. Use only facts you can show.

    How to move from Gemini Enterprise Agent Platform to Your product

    1. Save what you need from Gemini Enterprise Agent Platform. Keep a copy before you cancel anything.
    2. Import into Your product. Say which files you accept and how long an import takes.

    Tell readers the key date: April 1, 2027.

    Questions people ask

    If Your product has a direct answer to one of these, add it here. Keep it short and true.

    How to help new users settle in

    Send one short email. Say what changed, where to find you now, and what they need to do. Put the most important line first.

    If there is a date, send a short reminder a few days before it. Keep a copy of the list you sent it to.

    Sources

  5. 5 Search ideas to validate

    suggested, not measured Phrases people may search when a tool changes like this. We have no search volume data for them.

    • vertex ai text-embedding-004, 005 and two more
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