Cohere

About Cohere

Cohere builds enterprise-focused language models and the tooling to put them into production for search, retrieval, and generation. Its Command models handle text generation, summarization, and tool-use, while its Embed models turn text into high-quality vector representations and its Rerank models reorder search results by relevance — a combination especially suited to retrieval-augmented generation (RAG) over a company's own documents. Cohere emphasizes deployment flexibility: models can run in Cohere's cloud, on major cloud marketplaces, or privately within a customer's virtual private cloud or on-premise environment, which matters for regulated industries with strict data requirements. Multilingual embedding and generation support global use cases, and the platform provides fine-tuning so teams can adapt models to their domain and terminology. The open-source North and Compass efforts and the company's research arm contribute models and techniques back to the community. Cohere positions itself around practical business value — accurate enterprise search, customer support automation, and knowledge assistants — rather than consumer chat. For organizations that need security, control, and reliable retrieval quality, Cohere is a common choice for building grounded, production-grade AI applications.

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