Cohere is a leading enterprise AI platform that builds large language models (LLMs) to help businesses leverage their data effectively. Its models offer the best performance-cost tradeoff, are cloud-agnostic, and can be deployed in production at scale. Cohere's Embed 3 and Rerank 3 models can be used with MongoDB Atlas Vector Search to create a state-of-the-art semantic search system. The new Embed Jobs endpoint allows entire data sets to be passed in one operation, improving developer experience. Pairing Cohere's capabilities with MongoDB Atlas provides a proven OLTP database for high read and write throughput, making it valuable for developers building sophisticated gen AI apps.