{"data":{"slug":"morsoli-llm-books","name":"llm-books","tagline":"Notes on practical application development using LLM","github_url":"https://github.com/morsoli/llm-books","owner":"morsoli","repo":"llm-books","owner_avatar_url":"https://avatars.githubusercontent.com/u/47264881?v=4","primary_language":"Python","stars":767,"forks":53,"topics":["chatgpt","chatgpt-api","langchain","llm","llmops","openai"],"archived":false,"github_pushed_at":"2024-11-29T10:00:06+00:00","maintenance_label":"Dormant","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/morsoli-llm-books","markdown_url":"https://www.graphcanon.com/tools/morsoli-llm-books.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/morsoli-llm-books","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=morsoli-llm-books","description":"利用LLM构建应用实践笔记","homepage_url":"https://aitutor.liduos.com/","license":null,"open_issues":6,"watchers":6,"ai_summary":"A collection of notes and practices for developing applications utilizing Large Language Models (LLMs), including the use of APIs such as ChatGPT and LangChain.","readme_excerpt":"> 欢迎 star🌟 ，持续关注《LLM 应用开发实践笔记》\n\n我的新书[《LangChain编程从入门到实践》](https://u.jd.com/V8pkqFY) 已经开售！推荐正在学习AI应用开发的朋友购买阅读！\n\n\n\n‼️‼️重要更新\n新增**LLM 应用评估与测试**、**RAG专题**、**国内模型厂商API解读** 3个章节\n\n\n## 本地阅读\n### 构建gitbook镜像(可选)\n下载本仓库后，执行`docker build . -t <image:tag>`构建自定义镜像，也可以直接使用我构建好的镜像`morso1/gitbook-server:3.2.3`\n\n### 启动gitbook服务\n```bash\ncd llm-book\n\ndocker run --rm -v \"$PWD/LLMProjects:/gitbook\" -p 4000:4000 morso1/gitbook-server:3.2.3 gitbook serve\n```\n本地打开4000端口开始阅读\n\n## 目录大纲\n\n* [前言](README.html)\n* 大语言模型概述\n    * [大语言模型概况](https://aitutor.liduos.com/01-llm/01-1.html)\n    * [你好, ChatGPT](https://aitutor.liduos.com/01-llm/01-2.html)\n    * [OpenAI 文档解读](https://aitutor.liduos.com/01-llm/01-3.html)\n    * [动手实现聊天机器人](https://aitutor.liduos.com/01-llm/01-4.html)\n    * [基于 OpenAI API 搭建一个端到端问答系统](https://aitutor.liduos.com/01-llm/01-5.html)\n    * [LLM 安全专题](https://aitutor.liduos.com/01-llm/01-6.html)\n* LangChain入门\n    * [LangChain介绍](https://aitutor.liduos.com/02-langchain/02-1.html)\n\t* [LangChain模块学习](https://aitutor.liduos.com/02-langchain/02-2.html)\n    * [LangChain之Chains模块](https://aitutor.liduos.com/02-langchain/02-2-1.html)\n    * [LangChain之Agents模块](https://aitutor.liduos.com/02-langchain/02-2-2.html)\n    * [LangChain之Callback模块](https://aitutor.liduos.com/02-langchain/02-2-3.html)\n    * [Embedding嵌入](https://aitutor.liduos.com/02-langchain/02-3.html)\n    * [动手实现文档问答机器人](https://aitutor.liduos.com/02-langchain/02-4.html)\n* LlamaIndex 概述\n    * [LlamaIndex介绍](https://aitutor.liduos.com/03-llamaIndex/03-1.html)\n    * [LlamaIndex索引](https://aitutor.liduos.com/03-llamaIndex/03-2.html)\n    * [动手实现企业知识库](https://aitutor.liduos.com/03-llamaIndex/03-3.html)\n* HuggingGPT 实现\n    * [HuggingFace 介绍](https://aitutor.liduos.com/04-huggingface/04-1.html)\n    * [transformers 库基础组件](https://aitutor.liduos.com/04-huggingface/04-2.html)\n    * [多模态任务设计](https://aitutor.liduos.com/04-huggingface/04-3.html)\n    * [动手实现 HuggingGPT](https://aitutor.liduos.com/04-huggingface/04-4.html)\n* LLMOps 专题\n    * [LLMOps 介绍](https://aitutor.liduos.com/06-llmops/06-1.html)\n    * [Model 模型层](https://aitutor.liduos.com/06-llmops/06-2.html)\n    * [Prompt 提示层](https://aitutor.liduos.com/06-llmops/06-3.html)\n    * [狭义LLMOps](https://aitutor.liduos.com/06-llmops/06-4.html)\n* Agent 专题\n    * [Agent 介绍](https://aitutor.liduos.com/07-agents/07-1.html)\n    * [Agent 项目跟踪](https://aitutor.liduos.com/07-agents/07-2.html)\n    * [Multi-Agent 框架](https://aitutor.liduos.com/07-agents/07-3.html)\n* RAG专题\n    * [数据索引环节](https://aitutor.liduos.com/08-rag/08-1.html)\n    * [检索环节](https://aitutor.liduos.com/08-rag/08-2.html)\n    * [生成环节](https://aitutor.liduos.com/08-rag/08-3.html)\n* LLM 应用评估与测试\n    * [如何评估一个大语言模型](https://aitutor.liduos.com/09-llm-evelation-test/09-1.html)\n    * [基于大模型的Agent进行测试评估](https://aitutor.liduos.com/09-llm-evelation-test/09-2.html)\n    * [RAG系统效果评估](https://aitutor.liduos.com/09-llm-evelation-test/09-3.html)\n* 国内模型厂商API解读\n    * [六家大模型能力比较](https://aitutor.liduos.com/10-china-llm/10-01.html)\n    * [MiniMax大模型开发](https://aitutor.liduos.com/10-china-llm/10-02.html)\n    * [智谱AI大模型开发](https://aitutor.liduos.com/10-china-llm/10-03.html)\n    * [MoonShot大模型开发](https://aitutor.liduos.com/10-china-llm/10-04.html)\n- 基于大型语言模型的生成式AI\n  * [课程介绍](https://aitutor.liduos.com/05-generative-ai-with-llms/05-1.html)\n\n* 参考资料\n    * [A16Z推荐的AI学习清单](https://aitutor.liduos.com/ref/a16z.html)\n    * [Prompt专题](https://aitutor.liduos.com/ref/prompt.html)\n    * [一些课程资料汇总](https://aitutor.liduos.com/ref/ref.html)","github_created_at":"2023-06-12T07:04:32+00:00","created_at":"2026-07-07T17:43:15.380513+00:00","updated_at":"2026-08-21T00:01:15.463161+00:00","categories":[{"slug":"developer-tools","name":"Developer 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