Cohere Embed

Cohere Embed is a leading text embedding model API that generates high-quality dense vector representations of text for semantic search, retrieval-augmented generation, and clustering applications, supporting over 100 languages with strong multilingual performance. Its Embed v3 model delivers state-of-the-art retrieval performance on standard benchmarks while providing compression options that reduce storage costs for large-scale embedding databases. AI engineers building multilingual search, RAG systems, and semantic similarity applications use Cohere Embed for its combination of retrieval performance, multilingual breadth, and enterprise deployment options including on-premises embedding generation.