Explore the world of unstructured data services and their impact on AI applications in this insightful 40-minute conference talk by Jun Gu from ZILLIZ. Discover how Milvus, a powerful tool for handling vector data, is revolutionizing the field. Learn about flow-based AI applications, the unique challenges of working with vectors, and Milvus' distributed deployment capabilities. Gain valuable insights into Milvus' performance through ANN benchmarks and its development journey. Examine real-world use cases, including intelligent writing assistants, image search for company trademarks, and pharmaceutical molecule analysis. Acquire essential knowledge about the features and benefits of Milvus, and access useful links for further exploration of this cutting-edge technology.
Milvus - Building Unstructured Data Services for AI Applications
Overview
Syllabus
Intro
Unlock the treasure of unstructured data
The flow-based Al applications
The unstructured data service (UDS) for Al
Why Milvus: Vectors are different
Milvus: The big picture
Milvus: Distributed deployment
Milvus: The ANN benchmark
Milvus: The journey
Features & benefits
Use case: Inteligent writing assistant
Use case: Image search for company trademark
Use case: Pharmaceutical molecule analysis
Useful Links
Taught by
Linux Foundation
Tags
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