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Query billion-scale vectors with SQL: Integrating Amazon S3 Vectors and Aurora PostgreSQL
May 7, 2026
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In this post, you’ll learn how to query Amazon S3 Vectors from Amazon Aurora PostgreSQL-Compatible Edition using standard SQL, and how to combine vector similarity results with relational filters in a single query, for example, finding the most semantically similar products and then filtering by price, stock status, or tenant in one SQL statement.
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