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You're viewing version 3.7 of the OpenSearch documentation. This version is no longer maintained. For the latest version, see the current documentation. For information about OpenSearch version maintenance, see Release Schedule and Maintenance Policy.

Vector operation tutorials

Learn how to perform vector operations in OpenSearch, including generating embeddings from structured data, indexing vectors, and running vector searches.

Generating embeddings from arrays of objects

  • Platform: OpenSearch
  • Model: Amazon Titan
  • Deployment: Amazon Bedrock

Semantic search using byte-quantized vectors

  • Platform: OpenSearch
  • Model: Cohere Embed
  • Deployment: Provider API

Optimizing vector search using Cohere compressed embeddings

  • Platform: OpenSearch
  • Model: Cohere Embed Multilingual v3
  • Deployment: Amazon Bedrock
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