Data and AI releases

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Embed 5 and Rerank 5 Are Now Available on OpenRouter

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Cohere made Embed 5 (Pro and Fast) and Rerank 5 (Pro and Fast) models available on OpenRouter, supporting multimodal inputs and unified embedding spaces.

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Read on docs.cohere.com

Also shipped Nov 4, 2026Cohere in November 2026 →

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Open Models and Regional Serving in Model Vault

Model Vault and Model Vault Encrypted now run leading third-party open models alongside Cohere's models, on fully managed, dedicated infrastructure. You can choose the right model for each task and run every one of them with the same protections.

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Announcing Cohere's Rerank 5 Models

We're pleased to announce the release of Rerank 5 , Cohere's most advanced reranking models for enterprise retrieval: sharper search, with fewer tokens sent to your LLM.

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Announcing Cohere's Embed 5 Models

We're pleased to announce the release of Embed 5 , Cohere's most powerful embeddings family yet. Embed 5 delivers frontier retrieval quality on complex enterprise data, with major gains over Embed 4 on visually rich documents, financial filings, parsed PDFs, code, and multilingual retrieval.

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Meet Cohere Parse

Today we are releasing Cohere Parse . Parse (model ID: parse-v5.0 ) turns complex documents into clean, structured Markdown ready for downstream AI workflows. The 2.3B-parameter multimodal model extracts text in reading order, tables, lists, forms, images and captions, page boundaries, and visual element locations.

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Meet Cohere Transcribe Arabic

Today we are releasing Cohere Transcribe Arabic . This open-source speech-to-text model is a fine-tune of Cohere Transcribe using Arabic speech data. It lets Arabic speakers transcribe their voice with unmatched accuracy and support for regional dialects or speech patterns.

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