MongoDB announced several AI-focused capabilities at their San Francisco event: Voyage 4 embedding models (now GA) with improved performance, a new multimodal model supporting video, Automated Embedding for MongoDB Community Edition to simplify vector generation, Lexical Prefilters for advanced text filtering in vector search, an intelligent assistant in MongoDB Compass for debugging and optimization, and mongot (the search engine) released under SSPL. These features aim to reduce friction between AI prototypes and production deployments by handling embedding generation, improving retrieval accuracy, and consolidating tools within MongoDB's platform.
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Voyage AI: the best gets betterAutomated Embedding, convenience built into MongoDB CommunityPrecise text filtering for advanced search use casesIntelligent assistance wherever you workThe engine behind MongoDB Search and Vector Search is now available under SSPLA modern data platform that evolves with your needsShip faster, scale confidentlySort: