Archmeetup#9 深圳站 - Milvus 向量数据库 在用户需求推动下的演进

1 .Milvus Yihua.mo@zilliz.com 

2 .Milvus 

3 .Milvus l https://db-engines.com/en/ranking l Linux LF LF AI https://lfaidata.foundation/projects/milvus/ l Github 8200+ stars https://github.com/milvus-io/milvus 

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5 .Milvus -- l DNA ...... Unstructured data Deep learning models Embedding vectors Knowledge, insight, $ 

6 .2 [0.7651, 0.8943] N [0.3254, 0.6532, 0.2342, ...... , 0.4565] 

7 .2 N 

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9 .Kmeans 

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11 .l / l l WAL l l 

12 .l 

13 .l Flag l Compaction l Upsert 

14 .l l GPU l l 

15 .• : CPU / CPU / NUMA / GPU / • : / / / / (nlist, m) / (nq, nprobe, ef) / / / / 

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17 . 展 l l l milvus.search(target_vectors, “collection_name”, “Age > 20 and ID != 1002”) 

18 .Mishards • • • 

19 .Milvus v2.0 • • • • • 

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21 .Q&A 

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