Cohere Embed 4 multimodal embeddings model is now available on Amazon SageMaker JumpStart

AWS and Cohere have announced the general availability of Cohere Embed 4, a multimodal embeddings model on Amazon SageMaker JumpStart, offering advanced capabilities for enterprise document processing.

• Supports multimodal document analysis across text, images, and mixed formats
• Understands over 100 languages with high multilingual performance
• Can process documents up to 128,000 tokens (approximately 200 pages)
• Robust against noisy real-world data like scanned documents and handwriting
• Offers compressed embeddings to reduce storage costs

Key use cases include multimodal search, Retrieval Augmented Generation (RAG) workflows, AI agent optimization, and domain-specific insights for regulated industries like finance, healthcare, and manufacturing.