If your AI agents and assistants can’t find the accurate information, they can’t provide the right answers. That’s why we’re excited to announce that Cohere’s Embed 4, one of the most advanced embedding models available, is now accessible on Oracle Cloud Infrastructure (OCI) Generative AI service. Purpose-built for enterprise needs, Embed 4 can power next-level search and retrieval—helping you unlock insights from large volumes of unstructured, multilingual, and domain-specific data. 

What enables Embed 4 to be a game-changer?

  • Built for complex enterprise content: Embed 4 is designed to process long-form and information-rich documents—such as financial reports, product manuals, and legal contracts—making it ideal for real-world enterprise search and retrieval use cases. 
  • Multilingual and cross-lingual capabilities : With support for 100+ languages, Embed 4 enables global teams to search and retrieve content across language boundaries—helping enterprises break silos and improve knowledge access.  
  • Ready for real-world business data:Enterprise documents are rarely clean. From scanned PDFs to formatting inconsistencies and handwritten notes, Embed 4 is robust enough to enablemeaningful results from imperfect, unstructured data.
  • Enterprise-tuned for industry-specific content: Whether parsing clinical documentation, investor briefings, or manufacturing specs, Embed 4 is designed to optimized in regulated industries like finance, healthcare, and manufacturing, helping surface helpful insights when it matters most.
  • Performance that scales: Compared to previous generation models, Embed 4 can deliver faster embedding generation and more efficient vector representations, enabling quicker search across large document sets while allowing for reduced storage and compute overhead. 

Help supercharge your AI Agents with Embed 4 on OCI

Embed 4 can play a foundational role in Retrieval-Augmented Generation (RAG), empowering AI to ground responses in enterprise-specific data. When combined with Cohere’s Command models on OCI, it supports the development of more secure, accurate, and context-aware AI applications —from employee knowledge assistants to customer-facing copilots. Deployed through OCI Generative AI, Embed 4 provides the flexibility and in-tenant capabilities enterprises require, alongside powerful APIs for scalable integration into business workflows. 

Ready to get started?

Embed 4 is available now on OCI Generative AI, alongside a growing portfolio of frontier models and tools to build, deploy, and scale enterprise-grade AI.

For more information, please refer to the following resources.