使用 MCP 服务器为 Amazon S3 进行 AI 驱动的数据操作.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.STG322Harsha BattapadyShe/HerSr.Product Manager Tech,SVaibhav SabharwalHe/HimSr.Solutions Architec

2、t,AWSAI-powered data operations using MCP Servers for Amazon S3 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The paradigm shift-LLMs to AgentsModel Context Protocol What,Why,HowBuild your agents with Amazon S3 Security,Observability and EvaluationsKey takeawaysAgenda 2025,Amazo

3、n Web Services,Inc.or its affiliates.All rights reserved.Natural language to actionAutonomous decision-makingTool integration and orchestrationContext-aware adaptationEnterprise adoption accelerationRise of AI Agents 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.LLMs are non-det

4、erministicSecurity Fragmentation Across Every ConnectionCustom Integration for Every Tool/API CombinationNo Unified Audit Trail for ComplianceRisks 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is Model Context Protocol(MCP)?MCP Docs:https:/ 2025,Amazon Web Services,Inc.or

5、its affiliates.All rights reserved.What is Model Context Protocol(MCP)?MCP Docs:https:/ protocol standardizing how AI agents access data and toolsClient-server architecture with a framework for security and credential managementWorks with any LLM or agentic frameworkAWS services(S3,S3 Tables,S3 Vect

6、ors)accessible via MCP serversAuthentication and Authorization varies by server:IAM for AWS services,OAuth for third-party integrations 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is Model Context Protocol(MCP)?MCP Docs:https:/ protocol standardizing how AI agents access