PostgreSQL Vector Search Concepts

Last verified 13 Jul 2026

DigitalOcean Managed PostgreSQL for vector search uses the same managed PostgreSQL engine available under Managed Databases, with the pgvector and pgvectorscale extensions for storing and querying vector embeddings alongside relational data.

Best Practices for PostgreSQL Vector Search

Choose pgvector distance operators, index types, tuning parameters, and query patterns for PostgreSQL vector search.

Best Practices for Advanced PostgreSQL Vector Workloads

Understand when to use pgvectorscale, disk-resident vector search, hybrid retrieval, RAG, and scaling patterns with PostgreSQL vector databases.

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