从反思到行动：智能体人工智能助力任务达成.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.A I M 3 3 1From Reflection to Action:Agentic AI for mission impactMadhu Bussa(he/him)Sr.Manager,Solutions Architecture,WWPS Nonprofits AWSMrudhula(Mrud)Balasubramany

2、an(she/her)Principal Solutions Architect,WWPS NonprofitsAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaOverview of AI AgentsAgentic AI PatternsWhite boardingQ&ACall to action 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.4Software systems that lever

3、age AI to reason,plan,and complete tasks on behalf of humans or systems What are AI Agents?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.5 5ToolsCalendarAI AgentsPlanningCalculatorCode InterpreterOrder ProcessingReflectionSelf-CriticsChain of ThoughtsSubgoal DecompositionWhat is

4、 agentic AI?SearchExample ToolsActionMemoryTraining datasetLong-term memory 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.6 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agentic AI patterns 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.7

5、UserAgent TaskIteratePlannerReplanExecuteTask ResultsPromptResponsePlanning Pattern(Reasoning and Act-ReAct)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Multi-Agent Orchestration with SupervisorUserTaskResultSupervisorAgent AAgent BAgent CExpert AgentsWho is an expert for this?

6、Delegate 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Hierarchical AgentsUserTaskResultPlannerAgent AAgent BAgent CAgents of Department AWhich department can take this?DelegateAgent 1Agent 2Agent 3Agents of Department BSupervisor 1Supervisor 2Supervisor 3Department Heads 2025,A