使用 Amazon Bedrock AgentCore 构建多智能体系统.pdf

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.Architecting multi-agent systems with Amazon Bedrock AgentCoreA I M 3 3 0 0-RLaith Al-Saadoon(he/h

2、im)Principal AI EngineerAWSAlain Krok(he/him)Senior AI EngineerAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What are multi-agent systems?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Age

3、ncyComplexitySimpleactionsWorkflowsAgentsMulti-agents 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.K E Y B E N E F I T SSpecialized agents outperform generalistsParallel processing scales performanceSeparation of concerns improves maintainabilityIndependent prompts,context,and

4、tools per agentBetter conceptual model for complex tasksCan scale beyond single context window limitsWhy choose multi-agent architecture?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Four core patterns 2025,Amazo

5、n Web Services,Inc.or its affiliates.All rights reserved.SWARM(multi-agent collaboration)HierarchicalCompetitiveMulti-agent DAG 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon Bedrock AgentCoreComprehensive agentic platform:Everything you need for getting agents into produc

6、tionRuntimeMemoryIdentityGatewayCode InterpreterBrowser ToolG E N E R A L L Y A V A I L A B L EObservability 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgentCore Runtime Isolated sessions up to 8 hrs Any framework,any LLM.Simple entrypoint contractAgentCore Memory Automatic m