Milvus 2.0: A Cloud-Native Vector Database for AI Applications
Explore a comprehensive conference talk on Milvus 2.0, a cloud-native vector database designed for AI applications. Delve into the growing importance of vector data in AI-driven unstructured data analytics and learn how Milvus, an open-source project, has rapidly gained over 1000 enterprise users worldwide. Discover the key design considerations, system architecture, and major components of Milvus 2.0, which features a flexible, scalable, and cloud-native design with read-write and compute-storage decoupling. Gain insights into the challenges faced during development and understand how Milvus 2.0 addresses the evolving needs of AI applications across various industries. The presentation covers topics such as unstructured data trends, AI-driven data search and analytics, system overview, features, and the innovative "Bazaar Architecture" approach.