使用 Amazon Bedrock AgentCore Memory 帮助代理商记住信息.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 I M 3 3 1Make Agents Remember with Amazon Bedrock AgentCore MemoryMani KhanujaPrincipal Generative AI Specialist SAAmazon Web ServicesJay Lopez-brausSr.Product Man

2、ager TechAmazon Web ServicesImran ShahSVP,Head of EngineeringExperian Software Solutions 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agents lack the right context at the right timeBuilding context for AgentsCon

3、text window componentsSystem PromptPrompt engineeringDocumentsRAG/Knowledge basesToolsActions&capabilitiesInstructionsTask guidelinesMemory Often overlooked!Message HistoryCurrent conversationWithout memory,agents miss learning and personalizationExample:Presentation/deck builder AgentAgent learns a

4、nd adapts Remembers design preferences Understands presentation flow style Recall conversation context Learns from past processes Personalizes across sessionsAgent can execute tasks Create presentations using tools Convert formats and process files Follow explicit instructions Access RAG knowledge b

5、ase for contentBasic Agent(No Memory)Memory-Enabled AgentExample:Presentation/deck builder AgentAgent learns and adapts Remembers design preferences Understands presentation flow style Recall conversation context Learns from past processes Personalizes across sessionsAgent can execute tasks Create p

6、resentations using tools Convert formats and process files Follow explicit instructions Access RAG knowledge base for contentMemory bridges short-term conversations to long-term understandingBasic Agent(No Memory)Memory-Enabled Agent 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved