数据就是你的护城河：将 AWS 原生工具集成到代理中.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.Veda RamanRavi MenonYour data is your moat:Integrating AWS-native tools into agents(she/her)Sr WW

2、Specialist SA-GenAI(he/him)Sr GenAI/ML Specialist SAA I M 3 3 0 2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agenda Agentic AI Overview Building an Agent(Whiteboard)Amazon Bedrock AgentCore Overview Actions and Resources 2025,Amazon Web Services,Inc.or its affiliates.All righ

3、ts reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agentic AI Evolution 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The evolution into Agentic AIINCREASING AUTONOMY AND BUSINESS IMPACTGenerative AI assistantsGenerative AI agentsAgentic AI systemsFol

4、low a set of rules Automate 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 affiliate

5、s.All rights reserved.What does an agentic system look like?User inputResponseAgent applicationAPIs/ToolsKnowledge BasesMemoryGuardrailsAgent componentsAgent workflowIntegrates and interacts12Foundation ModelsOther agentsFlows6Databases 2025,Amazon Web Services,Inc.or its affiliates.All rights reser

6、ved.What does an agentic system look like?Test CasesMetrics/Grading PromptsJudge FMsLoggingUser inputResponseContinuous Evaluation frameworkAgent applicationAPIs/ToolsKnowledge BasesMemoryGuardrailsAgent componentsAgent workflowVector/Analytical databaseLog for evaluation and improvement(sync/async)