高级代理 RAG 系统：深入探讨 Amazon Bedrock [重复].pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A I M 4 2 5-R 1Advanced agentic RAG Systems:Deep Dive With Amazon BedrockDani Mitchell(he/him)Sr.GenAI Solutions ArchitectAWSAkarsha Sehwag(she/her)GenAI Data Scient

2、istAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaWhat is Agentic RAG?What are we building today?Code walkthroughResources1 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.RAG2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.RAGG E

3、N E R A T ER E S P O N S EQ U E R YA U G M E N T2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.RAGG E N E R A T ER E S P O N S EQ U E R YA U G M E N T2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.RAGG E N E R A T ER E S P O N S EQ U E R YA U G M E N TR E

4、T R I E V E2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ContextR E T R I E V E3https:/ 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agentic RAGR E T R I E V EG E N E R A T ER E S P O N S EQ U E R YA U G M E N T3 2025,Amazon Web Services,Inc.or its affili

5、ates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What are we building today?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What are the gen AI sessions on Monday?“What sessions do you recommend me?”“Which session is good to learn about s

6、ecurity with AI Agents?”Which session did we talk about last time?Agent5Common event questions 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWSome Event AgentAgent invocationStore and retrieveconversation history and user preferencesAmazon CognitoRetrieve event informationAppli