Milvus 2.0 - Building the World's Most Advanced Open-Source Vector Database

Explore the architecture and applications of Milvus 2.0, an advanced open-source vector database, in this 35-minute conference talk. Delve into the intricacies of handling unstructured data and machine learning pipelines. Gain insights into the four-layer architecture of Milvus, including the Access, Coordinator, Worker, and Storage layers. Discover real-world use cases such as smart property search, product recommendation, pharmaceutical molecular analysis, reverse image search, and music recommendation. Learn how Milvus 2.0 is revolutionizing data management and analysis across various industries.

Intro
Unstructured Data
ML Pipeline
Milvus Architecture
Access Layer
Coordinator Layer
Worker Layer
Storage Layer
Project Overview
Users
Smart Property Search
Product Recommendation
Pharmaceutical Molecular Analysis
Reverse Image Search
Music Recommendation