riclab/pg_embedder

Full-text and semantic search on any Postgres

The fastest PostgreSQL BM25 engine, now support Sparse Semantic Retrieval in the same index.

Generate BM25 sparse vector inside PostgreSQL

A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL

A simple API server for performing Retrieval-Augmented Generation (RAG) of text based on content from a PostgreSQL database using pgvector.

Embedded PostgreSQL for Agents

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

Zero-config semantic search for any PostgreSQL database. pip install pgsemantic, three commands, done

One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.