Shypd.aiThe largest open index of AI toolspg_vectorize is an open-source Postgres extension and server that automates the transformation of text to embeddings. It enables vector, full-text, and hybrid search, facilitating the creation of RAG and search engines on Postgres.
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pg_vectorize provides a robust solution for integrating semantic and full-text search capabilities directly into any Postgres database. It automates the process of converting text into embeddings and orchestrates these operations, leveraging popular LLMs. Users can choose between an HTTP server implementation, ideal for managed databases like RDS or Cloud SQL, or a Postgres extension for self-hosted instances, offering direct SQL functions. This flexibility allows for rapid development of Retrieval Augmented Generation (RAG) applications and advanced search engines, building upon the strengths of pgvector for similarity search and pgmq for background task orchestration.
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