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Changelog

Expand multimodal search with Cohere v4 embeddings on Bedrock

Agno Team

January 29, 20261 min read

AwsBedrockEmbedder now supports Cohere Embed v4, including configurable output dimensions and multimodal (text + image) embeddings, with async variants. This expands what you can index and search while tuning for cost, latency, and quality.

Details:

  • Control vector size via output_dimension for performance and cost management
  • Operates through AWS Bedrock for governance and consolidated operations

Who this is for: Teams standardizing on Bedrock that need scalable, multimodal semantic search and RAG.

Shipped around the same time