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Cohere ships Rerank 5 with passage-level Context Focus

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Cohere@cohere

Introducing Rerank 5 A few lines of code can change how you search. With this release, we’re advancing the frontier in AI retrieval and precision. Available in Pro and Fast tiers today.

Why it matters

Rerank 5 adds a Focus option that returns relevant passages with scores instead of whole documents, claiming up to 41% fewer tokens in pipelines. Both tiers are available through major cloud platforms.

Terms in this piece · Glossary
  • context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
  • benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.
  • RAG — Retrieval-augmented generation — fetching relevant documents first and pasting them into the model's context so it answers from your data instead of memory.
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