JimmySong2025RAG实践手册构建知识库和问答系统的实战指南132页

RAG实践手册构建知识库和问答系统的实战指南JimmySong2025年08月08日目录1引言.....................................11.1主要内容..................................11.2面向读者..................................11.3阅读本书的基础知识............................22RAG原理与核心概念.............................32.1什么是RAG................................32.2RAG的工作流程..............................32.3RAG参考架构...............................52.3.1RAG参考架构的两大阶段......................52.3.2RAG的分类..............................52.3.3RAG架构的优势...........................62.4小结.....................................73技术栈选择与架构设计............................83.1整体架构概览...............................83.2项目结构..................................83.3CloudflareRAG参考架构.........................103.4核心技术栈介绍..............................103.4.1CloudflareVectorize架构细节...................113.5技术栈选择的考量.............................123.5.1Vectorize的独特优势........................123.6小结.....................................134RAG流水线总览...............................14目录4.1总体架构流程图.............