使用 Spring AI 在 Java 中构建 AI 代理 [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.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.D E V 3 0 6James WardYuriy BezsonovBuild AI Agents in Java with Spring AIPrincipal Developer Advoc

2、ateAWSSenior Partner Solutions ArchitectAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Introduction to AI Agents and Spring AICreate the AI Agent and add CapabilitiesDeployment OptionsObservabilityAgenda 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Auton

3、omous software systems that leverage 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.Evolution of Agentic AIGenerative AI assistantsGenerative AI agentsAgentic AI systemsFollow a set of rules Au

4、tomate repetitive tasksAchieve a singular goalAddress broader range of tasksAutomate entire workflowsFully autonomousMulti-agent systemsMimic human logic and reasoningM O R EH U M A NO V E R S I G H TL E S SH U M A NO V E R S I G H T 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved

5、.Agentic Loop Enables the agent to perform complex,multi-step reasoning,and actions Agents ReasoningActionsProcess the input using a language modelReceive a user inputDecide to use tools to gather information or perform actionsContinue reasoning with new informationGenerate a final responseExecute t

6、he tools and receive results 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.An example Travel and Expenses AI AgentWhat is our Travel and Expenses policy?I want to travel from London to Las Vegas next week from Monday to Friday.What flights do you have?Could you please book me an