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Supabase introduced Vector Buckets, a storage option combining Amazon S3 durability with built-in similarity search. Embeddings are stored in S3 object storage while queried through Postgres. Each index supports sub-second similarity search over large datasets without requiring a separate vector database or new query language.
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