Gemini Embedding 2 Preview deprecated; requests route to gemini-embedding-2 from November 6
Since November 6, 2026, requests to gemini-embedding-2-preview route to gemini-embedding-2 and are billed at Gemini Embedding 2 rates. Update the model string; the API schema, pricing and embedding space are the same, so no other code changes or re-indexing are needed.