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DoorDash Builds DashCLIP to Align Images, Text, and Queries for Semantic Search Using 32M Labels
DoorDash has launched a multimodal machine learning system that aligns product images, text, and user queries in a shared embedding space. Trained on 32 million labeled query-product pairs using contrastive learning, the system improves semantic search, product ranking, and advertising relevance. Embeddings also support other machine learning tasks across the marketplace.
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Couchbase Mobile 3 Brings New C and Kotlin APIs, Simplified Administration
NoSQL database maker Couchbase has released Couchbase Mobile 3, its edge-ready mobile database, introducing a new C API to embed Couchbase Lite on embedded platforms, Kotlin support on Android, a new administration REST API, and security enhancements.
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DBAccess: a Thread-safe, Efficient Alternative to Core Data
DBAccess is a new ORM for iOS that promises to improve on Apple's Core Data by providing thread-safety and high performance. InfoQ has interviewed its author.