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Article · AWS
Amazon S3 Vectors Pre-Filtering: How Metadata Filters Improve Vector Search
Introduction Vector search is useful when an application needs to find information by meaning rather than exact keywords. It is commonly used in semantic search, retrieval-augmented generation (RAG), recommendation systems, document search, and AI agents. But real applications rarely search every ve
