使用 Strands Agents 和 Amazon S3 Vectors 构建多模态 AI 代理.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.Elizabeth Fuentes LeoneDeveloper Advocate,GenAIAWSJoy ChakrabortyTechnical Program Manager,Agentic

2、 AI FoundationAWSBuild multi-modal AI agents with Strands Agents and Amazon S3 VectorsD E V 3 3 2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Why Strands?Strands Agents and ToolsMCP Tools in StrandsState and Session ManagementExtending Session to Amazon S3 VectorQ/AAgenda 2025

3、,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.https:/ us at:2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Limited visibilityLack of control and flexibilitySteep learning curveChallenging to build

4、 and maintain The reality of building AIThe reality of building AI agentsagents 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.6Ease of Use:Intuitive agent development to get started in minutes instead of hoursExtensibility:Support for custom model providers,custom tools,and MCPR

5、obust Capabilities:Native tools,MCP servers,and natively integrated with AWS servicesRapid Development:Quick prototyping and iterationStrands AgentsStrands Agents is an open-source python&typescript SDK for building agents using just a few lines of code 2025,Amazon Web Services,Inc.or its affiliates

6、.All rights reserved.AI Agent PrimitivesAI AgentModelToolContext/Prompt 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.At the core of Strands Agents is a simple agentic loop which enables models to autonomously plan next steps and execute tools.Strands see Agents as“models using