使用 OpenSearch MCP 和 Vectors 构建高级 AI 驱动搜索 [重复].pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A N T 3 2 9-RBuild Advanced AI-powered Search with OpenSearch MCP and VectorsCdric PelvetPrincipal WW Specialist Solutions ArchitectOpenSearch,AWS(he/him)Indira Bala

2、krishnanPrincipal Specialist Solutions ArchitectStrategics,AWS(she/her)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.OpenSearch is a community-driven,open source search,analytics,and vector database platform with integrated tools for observability,security,visualization,and AI-p

3、owered applications.Roadmap:2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.More than1,300,000,000DownloadsOpenSearch project by the numbers3,400+Active contributorsActive organizations400+347Project maintainers130+GitHubrepositoriesReleases2830+Organizations as repo maintainersMo

4、nthly page views for opensearch.org1,400,000Project partners90+7,000Members of user forums600,000+forum viewsper month 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Community contributions Pull-based ingestion gRPC support in client APIs Significant improvements to the segment r

5、eplication protocol Added FIPS compliance JVector engine for vector search Support for zSTD compression SIMD optimizations for vector search3 0 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A M A Z O N O P E N S E A R C H S E R V I C ENext-gen searchOpenSearch Service for search

6、ing your text data and metadata.Broad and deep tools for lexical search to power high-performance,accurate search results for your applications 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.Al