向量检索版新增QGraph向量算法

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        pc

0.0.201

新功能/规格

智能开放搜索 OpenSearch - 向量检索版新增QGraph向量算法

Dec 05 2024

智能开放搜索 OpenSearch

OpenSearch向量检索版推出QGraph算法，最高可以将索引降为原来的1/8，并有数倍性能提升

国际站产品文档

https://www.alibabacloud.com/help/open-search/vector-search-edition/qgraph-quantized-graph-configuration?spm=a2c63.p38356.help-menu-29102.d_3_0_4.29a87f46S1c0PO

适用客户

1、对成本敏感的客户 2、对向量查询性能要求较高的客户 3、有图搜场景需求、AI语义搜索需求、RAG需求的客户

新增功能/规格

QGraph（Quantized Graph）是开放搜索自研的一种基于HNSW的改进算法，在索引构建过程中会自动对用户的原始数据进行量化，然后再构建成图索引。与HNSW算法相比，QGraph算法可以有效降低索引大小，节省内存开销，最高可以将索引降为原来的1/8。同时，借助于CPU指令对整数计算的优化，QGraph的性能相对于HNSW提升数倍。量化之后向量的区分度降低，QGraph的召回率较HNSW会降低，在真实场景中可通过更多的召回来降低这一影响。

阿里云第七代ECS正式发售

整体算力提升40%，芯片级安全防护。
搭载第三代英特尔®至强®可扩展处理器（代号"IceLake")。

开始使用

销售支持

1对1售前咨询

在线咨询联系销售人员
售后支持计划

24/7 技术支持每季度 6 个免费工单更快的服务响应时间

创建工单
阿里云为客户提供专业、灵活的支持服务，以满足您多样化的业务需求。

了解更多

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