Amazon Bedrock Agents 和 AgentCore 设计模式.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.T N C 3 2 2Amazon Bedrock Agents and AgentCoreDesign PatternsMarilia BritoTechnical Training LeaderAmazon Web Services 2025,Amazon Web Services,Inc.or its affiliates

2、.All rights reserved.Agenda Designing Amazon Bedrock Agents Developing Amazon Bedrock Inline Agents Designing Multi-agent Collaboration Orchestration with Amazon Bedrock Flows Using Amazon Bedrock AgentCore 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agentic systems have many

3、moving parts1.Agent workflow2.Agent components3.Continuous evaluation framework4.The feedback loopAI agent systems can be broken down into the following four components:2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.User inputResponseAgent applicationAgent workflow1Human in the l

4、oop(HITL)Optional 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.User inputResponseAgent applicationAgent workflowIntegrates and interacts1Human in the loop(HITL)Optional Agent componentsLog for evaluation and improvement(sync/async)2Foundation modelsKnowledge basesGuardrailsAPIs

5、/toolsMemoryOther agentsFlows 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.User inputResponseAgent applicationAgent workflowIntegrates and interacts1Human in the loop(HITL)Optional Agent componentsLog for evaluation and improvement(sync/async)2Foundation modelsKnowledge basesGu

6、ardrailsAPIs/toolsMemoryOther agentsFlowsLoggingContinuous evaluation frameworkGround truth to evaluate retrieval,responses,actions,guardrails.3Test casesMetrics/grading promptsJudge FMs 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.User inputResponseAgent applicationAgent workf