pgEdge/pgedge-rag-server

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

Full-text and semantic search on any Postgres

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

Generate BM25 sparse vector inside PostgreSQL

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

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

A managed RAG API server.

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.