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Cohere launches Embed 5 Pro and Fast for searching business documents

Cohere released two embedding models for retrieval across text, images and multilingual business documents. Pro and Fast share an embedding space, allowing teams to index with Pro and query with either tier without rebuilding the index. The company lists availability through its API and Model Vault, Microsoft Foundry and Amazon SageMaker; its performance comparisons are vendor-reported.

Published (date only)Updated 1 source

Primary source

Cohere · September 30, 2026

Read the original: Introducing Embed 5: Pro and Fast embedding models

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