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pg_vectorize is an open-source project that enables full-text and semantic search on PostgreSQL by embedding text into vectors and performing similarity search. It provides a PostgreSQL extension along with a separate vector search server to index and query embeddings, with ongoing updates including Postgres 18 support. It also integrates with generation tools (e.g., Ollama) and offers installation guidance and docs to implement end-to-end vectorized search in Postgres.
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