为扩展生成式人工智能和智能体应用构建架构完善的基础.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.AIM310Chaitra MathurPrincipal GenAI Specialist SAAWSAamna NajmiSenior GenAI Specialist SAAWSDave S

2、eniorHead of Data and AI ArchitectureSage,UKBuild a well-architected foundation for scaling generative AI and agentic app 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ChatbotUser chat messageDocumentImageResponseAI AgentSearch query 2025,Amazon Web Services,Inc.or its affiliate

3、s.All rights reserved.In realityUser chat messageDocumentImageResponseOrchestratorAPIs/“Tools”Search EnginesDatabasesFoundation Model(s)CacheGuardrail checksSearch queryRAGAgentsChainsOther Agents 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.At scaleOrchestratorAPIs/“Tools”Sear

4、ch EnginesDatabasesFoundation Model(s)CacheGuardrail checksRAGAgentsChainsOther AgentsOrchestratorAPIs/“Tools”Search EnginesDatabasesFoundation Model(s)CacheGuardrail checksRAGAgentsChainsOther AgentsUser chat messageDocumentImageResponseOrchestratorAPIs/“Tools”Search EnginesDatabasesFoundation Mode

5、l(s)CacheGuardrail checksSearch queryRAGAgentsChainsOther Agents 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaEstablishing foundation for Agentic AIDive into gateways and observabilityDemo of a customer service agentSage UK use case-Agent Mesh ArchitectureOperating Agents

6、Recap 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Challenges to scaleExcitement and potentialMeaningful business valueChallenges on the path to productionPerformanceSecurityGovernancePOCAI production agentsScalabilityContext 2025,Amazon Web Services,Inc.or its affiliates.All r