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pgaigithub.compgai is a Python library that transforms PostgreSQL into a retrieval engine for RAG and agentic applications by automatically creating and synchronizing vector embeddings from database data and S3 documents. It supports semantic search, natural language to SQL via its Semantic Catalog, and works with any PostgreSQL database including Timescale Cloud and Amazon RDS.
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