构建多租户 RAG 和 MCP 服务器.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.S A S 3 0 6Building multi-tenant RAG and MCP serversUjwal Bukka(he/him)Senior Partner Solution ArchitectAWSMehran Najafi(he/him)Principal Solution ArchitectAWS 2025,

2、Amazon Web Services,Inc.or its affiliates.All rights reserved.Getting to know you 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Getting to know youBy a show of hands 1.Currently built multi-tenant RAG and MCP architecture?2025,Amazon Web Services,Inc.or its affiliates.All rights

3、 reserved.Getting to know youBy a show of hands 1.Currently built multi-tenant RAG and MCP architecture?2.Are you actively building one?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Getting to know youBy a show of hands 1.Currently built multi-tenant RAG and MCP architecture?2.A

4、re you actively building one?3.Are you planning to build one?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Getting to know youBy a show of hands 1.Currently built multi-tenant RAG and MCP architecture?2.Are you actively building one?3.Are you planning to build one?4.Came to lear

5、n?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaFrom LLM to RAG to Agentic Building multi-tenant RAG architectureBuilding multi-tenant MCP architecture Q&A 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Scenario Agentic Site Reliability(SRE)EngineerSRES

6、upervisor AgentKnowledgeAgentLog AgentCoderAgentToolsReal-time LogsToolsIssue Troubleshooting DocumentsToolsTesting and DocumentationUser 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The Starting Point:LLM-Powered Q&AAmazon BedrockInput promptResponseUserLLM 2025,Amazon Web Ser