pgvector is a PostgreSQL extension enabling vector storage and similarity search inside Postgres for RAG and embedding workloads.
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pgvector
PostgreSQL ecosystem · Postgres roles/auth.
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Editorial overview
Capabilities
- Vector column types
- Similarity operators/indexes
- Works with existing Postgres tooling
Limitations
- Scaling patterns differ from specialized vector DBs
- Index tuning required for large corpora
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