利用智能体人工智能加速 SaaS 数据集成 [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.I S V 3 0 8-RAccelerate Data Integration with Agentic AI Neha DaudaniSenior Solutions ArchitectAmazon Web ServicesMeena ThandavarayanPrincipal Solution ArchitectAmaz

2、on Web Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaCommon business challenges Traditional architecture and limitationsMulti-Agent architecture for data integrationsWrap-up,resources and survey 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Tr

3、aditional Data Integration PipelineTransformExtractValidationSQL/No SQL DBsFile SharesStreamsApplicationsJDBC/ODBCSFTP ClientHTTP ClientFile PolingData TypeDeduplicationField MappingBusiness LogicData QualitySchemaRules LoadCustomer Data SourcesSAAS DatastoresFull loadIncrementalData Integration now

4、 done by agents that learn,adapt,and act!2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Intelligent Data Integration PipelineTransformExtractValidationSQL/No SQL DBsFile SharesStreamsApplicationsLoadCustomer Data SourcesSAAS DatastoresIntelligent Data Discovery&MappingAgentAutoma

5、ted TransformationAgentQuality Assurance AgentSelf healing Data loadingAgentData Integration now done by agents that learn,adapt,and act!2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agent executionQuick overview on AgentsToolsKnowledge BaseLLMMemoryGuardrailsAGENTAgent executio

6、nPlan/actionPlan/actionPlan/actionOrchestratorToolsKnowledge BaseLLMMemoryGuardrailsPlan/actionPlan/actionPlan/actionAGENTAgent executionToolsKnowledge BaseLLMMemoryGuardrailsPlan/actionPlan/actionPlan/actionAGENTAgent executionToolsKnowledge BaseLLMMemoryGuardrailsPlan/actionPlan/actionPlan/actionA