Google Cloud adds Auto Vector Embeddings and Auto Vector Index to AlloyDB AI

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Added Auto Vector Embeddings and Auto Vector Index (ScaNN AUTO) in preview to AlloyDB AI

Why it matters

An attempt to absorb embedding generation and ANN tuning into the database and eliminate separate pipelines

Source — Primary sources first; secondary reports are labelled “Press”

Officialcloud.google.comhttps://cloud.google.com/blog/products/databases/alloydb-ai-auto-vector-embeddings-and-auto-vector-index

Added in Week 35, 2026 · See that week

On the map — ⑰ Embeddings line

  1. Previous stopAmazon makes Nova Multimodal Embeddings generally available on Bedrock
  2. This recordGoogle Cloud adds Auto Vector Embeddings and Auto Vector Index to AlloyDB AI
  3. Next stopGoogle makes Gemini Embedding 2 generally available (GA)
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