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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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