A unified PostgreSQL data layer with pgvector and HNSW indexing cuts latency by up to 92%, eliminates synchronization issues and data leakage, and reduces code by 93% compared to split-system RAG architectures.
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Beyond Similarity Search: A Unified Data Layer for Production RAG Systems
A unified PostgreSQL data layer with pgvector and HNSW indexing cuts latency by up to 92%, eliminates synchronization issues and data leakage, and reduces code by 93% compared to split-system RAG architectures.