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Cohere Rerank

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Enhance search accuracy with precise result ranking.

FreeContact for Pricing
Paid |
$$$
Agents Search Engine Research

Overview

Rerank is a powerful model that provides a semantic boost to search quality. It aims to refine enterprise search and retrieval with precise result ranking.

Key Features:

  • Applies cross-attention for fine-grained ranking
  • Fluent in 100+ global business languages
  • Compatible with complex enterprise data
  • Secure, scalable, and seamless deployment
  • Easy integration with existing search pipelines

Use Cases:

  • Improving response quality in AI agents
  • Enhancing retrieval in workplace solutions
  • Supporting intelligent agents with relevant context
  • Boosting accuracy in RAG and agentic pipelines

Benefits:

  • Reduces token use and minimizes latency
  • Boosts accuracy of search results
  • Reduces system load and compute costs
  • Scales semantic retrieval into production

Capabilities

  • Generates language models using Command
  • Supports multilingual capabilities with Aya Expanse
  • Enhances search and retrieval with Embed
  • Improves search result ranking with Rerank
  • Applies cross-attention for fine-grained ranking
  • Processes multilingual datasets in 100+ languages
  • Ranks complex enterprise data including emails and JSON
  • Deploys securely in virtual private cloud environments
  • Integrates easily into existing search pipelines
  • Reduces compute costs in RAG systems with efficient document passing

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