在本地和边缘构建生成式和智能体人工智能应用程序.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.HMC308Chris McEvillySr.Solutions ArchitectHybrid CloudPranav ChachraPrincipal Product Manager Loca

2、l Zones and AI Infrastructure Fernando GalvesSr.Solutions ArchitectGenerative AI Build generative and Agentic AI applications on-premises and at the edge 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaIntroduction Generative and Agentic AI Use Cases and Business Drivers for

3、 Edge DeploymentsOptimizing Foundation Models for EdgeMethods to enhance model accuracy and performanceDeploying Agentic AI at the EdgeSummary 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Generative AI has come a long way in a short amount of time2023The year of POCs2024The yea

4、r of Production2025The year of Business ValueHow can I lower my costs?How can we keep up with the latest and greatest models?What is generative AI?Is this secure?How do I choose a model?Do I need to become a prompt engineer?Where do I get started?How do I prioritize my projects?What customization me

5、thod should I use?How can we stay secure and compliant?How can we stay secure and compliant?How can I get all my employees to embrace AI?How can I leverage agents?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The evolution into Agentic AIGenerative AIassistantsGenerative AIagent

6、sAgentic AIsystemsFollow a set of rulesAutomate repetitive tasksAchieve a singular goalAddress broader range of tasksAutomate entire workflowsFully autonomousMulti-agent systemsMimic human logic and reasoningMOREHUMANOVERSIGHTLESSHUMANOVERSIGHT 2025,Amazon Web Services,Inc.or its affiliates.All righ