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OpenSearch 在搜索、可观测性和向量数据库方面有哪些新特性?.pdf

上传人: 明**** 编号:1012554 2025-12-21 70页 1.62MB

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A N T 2 0 1Whats new in search,observability&vector databases with OpenSearchCarl MeadowsDirector of ProductAWSMukul KarnikDirector of OpenSearchAWSCorey NoletPrincipal ArchitectNvidia 2025,Amazon Web Services,Inc.or its affiliates.

2、All rights reserved.Observability and Security Analytics allowing you to detect,identify,and resolve operational and security issues across your applications and infrastructureHigh-performance,customizable Search with seamless hybrid vector and lexical search for highly relevant resultsBackend for A

3、I/ML powered applications with a powerful vector database,integration with AI frameworks like LangChain and native ML composable workflowsPopular use casesSearchObservabilityAI/ML-powered applicationsSecurity analytics 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.OpenSearch:Lea

4、ding innovation across AWS and Open SourceOpen SourceAWS servicesOpenSearchMEASURE&STORECOLLECTANALYZE&DEBUGData PrepperOpenSearch DashboardAmazon OpenSearch Service&ServerlessAmazon OpenSearch IngestionOpenSearch UI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.OpenSearch is a

5、community-driven,open-source search,analytics,and vector database platform with integrated tools for observability,security,visualization,and AI-powered applicationsRoadmap:2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.OpenSearch by the numbers1.3B+Project downloads100+Solution

6、providers1M+Monthly page viewsFor opensearch.org3K+Active contributors400+Active organizationsIn the top20Of LF projects by contributor activity130+GitHub repositories4K+Slack workspace members7K+User forum members 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.LondonBristolParis

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根据报告的内容,以下是全文主要内容的简明扼要概括: 1. **OpenSearch平台更新**:OpenSearch是一个开源的搜索、分析和向量数据库平台,支持可观察性、安全分析和AI应用。最新版本提供了高级安全功能、向量搜索、异常检测和索引管理等新特性。 2. **性能提升**:OpenSearch Service在性能上有所提升,比1.3版本快11倍,延迟低于毫秒级。 3. **向量数据库**:OpenSearch支持向量数据库,提供高性能、可定制的搜索,并集成了AI框架和ML工作流。 4. **安全性**:OpenSearch Service提供细粒度访问控制、客户管理的加密密钥和审计日志,确保数据安全。 5. **可扩展性**:OpenSearch Service支持自动扩展,可根据请求流量自动调整集群大小。 6. **成本效益**:OpenSearch Service采用按需付费模式,仅对使用资源收费。 7. **全球社区**:OpenSearch拥有全球社区,包括30个用户组、18个国家,以及超过3K名活跃贡献者和400多个活跃组织。 8. **NVIDIA与AWS合作**:NVIDIA的cuVS库与OpenSearch Service集成,提供GPU加速的向量搜索功能,提高索引构建速度和搜索效率。 9. **OpenSearch Serverless**:OpenSearch Serverless提供无服务器搜索和可观察性,支持100TB时间序列集合,并扩展到22个区域。
"OpenSearch新功能揭秘" "AI赋能搜索,体验未来" "向量数据库,搜索新境界"
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