4225 - 从开源到企业级：利用 Zilliz Cloud 解锁矢量搜索.pdf

1、1|Copyright 2025 Zilliz1Jiang Chen ZillizSession 4225From Open Source to Enterprise-Ready:Unlocking Vector Search with Zilliz Cloud2|Copyright 2025 Zilliz2 2|Copyright 9/6/23 Zilliz2|Copyright 2025 ZillizJiang ChenHead of Developer Rhttps:/ 2025 Zilliz3AgendaAbout Zilliz01The Evolution of Search&Why

2、 you need it02The Challenges of Vector Search03A Review of Zilliz Cloud04Next Steps054|Copyright 2025 Zilliz4Traditional database was built upon exact search5|Copyright 2025 Zilliz5*Data Source:The Digitization of the World by IDC1010%Otherof newly generated data in 2025 will be unstructured data90%

3、90%The world is much more than just text and keywords6|Copyright 2025 Zilliz6 6|Copyright 2025 Zilliz6Vector search is the new standard7|Copyright 2025 Zilliz7|Copyright 2025 Zilliz7Milvus is an Open-Source Vector Database to store,index,manage,and use massive number of embedding vectors generated b

4、y deep neural networks.contributors300+stars36K+active instances100M+forks3.2K+Milvus:The most widely-adopted vector database8|Copyright 2025 Zilliz8 8|Copyright 2025 Zilliz8Zilliz was built by a top-tier team of database and search engineerswith a strong pedigree in developinghigh-performance,scala

5、ble,andhighly availabledistributed systems,uniquely tailored for vector search.Built by database experts9|Copyright 2025 Zilliz9Milvus Data ModelPrimary KeyPartition KeyFixed FieldDynamic FieldVector FieldROW IDTimestampReserved by the System Uniquely identifies an entity Varchar or Int64 User defin

6、ed or auto-generated Optional User defined or auto-generated Optimizes search by narrowing queries to relevant partitions Pre-defined Supported data types:Numeric,Varchar,JSON,Array Roadmap support for:Set,Geolocation Supports optional fields without schema changes Stored as key-value pairs Allows s