Zilliz 开源商业化探索.pdf

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1、1|Copyright 2025 Zilliz1李成龙Zilliz 首席生态布道师Milvus开源社区负责人Zilliz 开源商业化探索2|Copyright 2025 Zilliz2AgendaAbout Zilliz&Vector Database01The Open Source Part:Milvus02The Commercial Side:Zilliz Cloud033|Copyright 2025 Zilliz3|Copyright 2025 Zilliz3Milvus is an Open-Source Vector Database to store,index,manage

2、,and use the massive number of embedding vectors generated by deep neural networks and LLMs.contributors283+stars33K+active pods100M+forks3.0K+Milvus:The most widely-adopted vector database4|Copyright 2025 Zilliz4|Copyright 2025 Zilliz4The Forrester Wave Vector Database Providers,Q3 2024Zilliz is th

3、e right partner for your Vector Database needs.5|Copyright 2025 Zilliz5Our Customers6|Copyright 2025 Zilliz6|Copyright 2025 Zilliz6Shift in Search and Data Paradigm 7|Copyright 2025 Zilliz7*Data Source:The Digitization of the World by IDC10%Otherof newly generated data in 2025 will be unstructured d

4、ata90%The world is much more than just text and keywords8|Copyright 2025 Zilliz8A New tool emerged.The Vector Database9|Copyright 2025 Zilliz9Use Case:Drug DiscoveryVectors:12 BillionReqts:High RecallIndex:BIN_FLATUse Case:Agentic RAGVectors:2 BillionReqts:200 ms,Cost mgmtIndex:DiskANN Use Case:Imag

5、e SearchVectors:20 BillionReqts:High Insertion,CostIndex:Disk Based IndexUse Case:Recommender SystemVectors:10 MillionReqts:5,000 QPS,Low LatencyIndex:HNSW&CAGRAIndustry leaders already use vector search in their apps10|Copyright 2025 Zilliz10|Copyright 2025 Zilliz10The Open Source Part:Milvus11|Cop

6、yright 2025 Zilliz11|Copyright 2025 Zilliz11构建需求的强马太飞轮，迭代为王，抱紧用户诉求12|Copyright 2025 Zilliz12|Copyright 2025 Zilliz12Fast&Cost effective3X Faster,10X CheaperPluggable Vector Search Library&Supports Tiered StorageScalable&ReliableCloud Native,K8s NativeEasily scales from 1 to 10B vectors with complete