The tools are available through the Cohere API, Model Vault, North, Microsoft Foundry, and Amazon SageMaker. Because the Pro and Fast models share a single embedding space, users can index their information with one version and retrieve it using the other without a loss in performance.
Wednesday, October 21, 2026
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Cohere Launches Embed 5 Models With Top ViDoRe V3 Scores
AI21 days ago
The company introduced a new suite of retrieval tools designed for corporate data across more than 100 languages. This Embed 5 family includes a Pro variant that beats Gemini Embedding 2, Voyage 4 Large, and Jina Embeddings v5 in average scores on the ViDoRe V3 benchmark, and a Fast version for low-latency performance. The models also support the retrieval of images and parsed PDF documents for wider enterprise utility.
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