Cohere offers embedding models optimized for retrieval and reranking models for result quality. Multilingual support built-in. Enterprise focus with data privacy options.
Embedding Models
Embed-v3 provides state-of-the-art retrieval embeddings. Input types optimize for queries vs documents. Multilingual support across 100+ languages.
- Choose embed-v3 for retrieval applications
- Specify input_type for queries and documents
- Use rerank for result quality improvement
- Consider multilingual models for global content
- Evaluate on your specific retrieval tasks
Reranking
Rerank models score query-document relevance. Apply after initial retrieval. Significantly improves result quality. Works with any retrieval system.