面向智能体的AI数据实践指南.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.D A T 3 1 5A Practitioners guide to datafor agentic AITim StoakesSiva RaghupathyDirector,WW Database&Analytics SA,AWSSr.Principal Technologist,AWS 2025,Amazon Web Se

2、rvices,Inc.or its affiliates.All rights reserved.Evolving AI landscape202320242025Chatbot with vector searchSelecting the rightvector database 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolving AI landscape202320242025Chatbot with vector searchSelecting the rightvector datab

3、aseChatbot with advanced contextContext engineering,hybrid search,GraphRAG 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolving AI landscape202320242025Chatbot with vector searchSelecting the rightvector databaseChatbot with advanced contextContext engineering,hybrid search,Gr

4、aphRAGMCP 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolving AI landscape202320242025Chatbot with vector searchSelecting the rightvector databaseChatbot with advanced contextContext engineering,hybrid search,GraphRAGAutonomousAI agentsReasoning,planning,taskexecutionMCP 2025

5、,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolving AI landscape202320242025Chatbot with vector searchSelecting the rightvector databaseChatbot with advanced contextContext engineering,hybrid search,GraphRAGAutonomousAI agentsReasoning,planning,taskexecutionTerry:I need help to f

6、ile a claim for my car accidentAI:Welcome to AnyCompany Insurance.Please describe the incident and upload documentationHuman handoffMCP 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolving AI landscape202320242025Chatbot with vector searchSelecting the rightvector databaseChat