Milan Jovanović • 9/6/2025

Building Semantic Search with Amazon S3 Vectors and Semantic Kernel

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This technical article explains how to add semantic search capabilities to a static website, moving beyond simple keyword matching. It details using Amazon S3 as a cost-effective vector database, Amazon Bedrock for generating text embeddings, and Microsoft's Semantic Kernel to orchestrate the process, enabling search that understands user intent and meaning.

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#Vector Database #Embeddings #Amazon S3
Building Semantic Search with Amazon S3 Vectors and Semantic Kernel

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