使用 OpenSearch 实现 AI 驱动的 SaaS 可观测性 [重复].pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I S V 3 1 3-RAI-Powered SaaS Observability using OpenSearchRueben JimenezSenior Solutions Architec

2、tAmazon Web Services Ulli HinzeSenior Solutions ArchitectAmazon Web Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ArchitectureAmazon OpenSearch ServiceOpenSearch DashboardsOpenSearch IngestionIndexAmazon Elastic Kubernetes Service(Amazon EKS)OpenTelemetry demo applicati

3、onOpenTelemetry collector“eagle”namespaceOpenTelemetry demo application“whale”namespaceCollector namespaceOpenTelemetry demo application“lion”namespaceLogs,traces,metricsOperationsProductSalesImprove data discovery using semantic search2Access,visualize dataAnalyze issues using natural language1Conn

4、ect to AI agents using Model Context Protocol3OpenTelemetry demo application“shared”namespace 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Semantic search architectureOpenSearch IngestionAmazon BedrockSampled logsSemantic searchAmazon OpenSearch ServiceAmazon Titan Text Embeddi

5、ngs v2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Model Context Protocol(MCP)MCP ClientMCP ServerAmazon OpenSearch ServiceSemantic search toolIntegrateUseCall 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All

6、 rights reserved.Demo&coding 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Start building your own AI-powered SaaS observability!2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Please complete the ses