liyupi/ai-guidePublic

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站

AI summary: A comprehensive, free AI knowledge base focusing on practical tools, deep learning concepts, and LLM application development.

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JavaScriptNo licenseCreated Feb 13, 2025Last push 17d ago+288 stars this week+333 this month

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205 commits in the last yearLessMore

Signals and awards

derived from tracked data
  • Widely adopted

    18,140 stars

  • Outside contributions

    83% of recent commits from the community

  • Continuous integration

    Automated checks passing

  • Repeat trending

    3 trending appearances

What ai-guide does

This project serves as a highly structured, open-source knowledge repository dedicated to artificial intelligence and its practical applications. It addresses the growing information gap by curating detailed guides on using LLMs, implementing RAG architectures, and mastering generative AI tools. The platform is built using VuePress, offering a static, fast, and easily navigable web interface for readers. Content ranges from beginner tutorials on ChatGPT and Claude to advanced topics like 'vibe coding' and deep learning mechanics. By democratizing access to this technical knowledge, it aims to help developers and enthusiasts leverage AI effectively in their daily workflows.

Developers, students, and technology enthusiasts who want to deepen their understanding of AI tools and implementation strategies. No strict prerequisites, though basic programming knowledge helps for the developer-focused sections.

  • Structured knowledge base: Organizes complex AI topics into a navigable, hierarchical documentation format.
  • Tool-specific guides: Provides concrete tutorials for modern AI assistants including ChatGPT, Claude, and Gemini.
  • Developer focus: Covers programmatic AI integration, including concepts like Retrieval-Augmented Generation (RAG).
  • Static site architecture: Built with VuePress for performant, Markdown-driven content rendering and easy contribution.
  • Open access model: Entirely free and open-source, aiming to eliminate information asymmetry in the AI space.

Where teams use it

Learning modern AI tools

Individuals looking to understand and effectively use current generative AI platforms can read the detailed usage guides.

Implementing LLM architectures

Software engineers can study the repository's content on RAG and LLM integration to build their own AI-powered applications.

Keeping up with AI trends

Tech enthusiasts can use the knowledge base to stay informed about emerging concepts like 'vibe coding' and new model capabilities.

Community knowledge sharing

Experts can contribute to the repository by submitting pull requests with new tutorials or corrections to existing articles.

Getting started: Visit https://ai.codefather.cn

README

main branch

Vibe Coding

🐟 鱼皮的 AI 知识库

完全免费开放的 AI 知识共享平台 | 减少信息差,让每个人都能享受技术红利

在线阅读 GitHub Stars B站 视频教程

这是一个 完全免费开放 的 AI 知识共享平台,汇总整合目前热门的 AI 工具相关信息,包括产品介绍、使用指南、工具测评、技巧分享、应用场景、AI 变现、行业资讯、教程资源等一系列内容。

鱼皮希望带领大家打破 AI 技术的信息壁垒,让每个人都能平等获取 AI 时代的工具与认知,利用科技让生活更美好。

🌐 Translations

English | 繁體中文

🔥 鱼皮的 Vibe Coding 零基础入门教程

如今 Vibe Coding(氛围编程) 已经火遍全网!不仅是程序员,连设计师、产品运营、甚至完全不懂技术的人都开始用 Vibe Coding 实现自己的想法,用 AI 做出了自己的产品并盈利变现。

我一人爆肝创作了这套 《Vibe Coding 零基础入门教程》上千张图、几十万字,结合了我两年半的 AI 编程经验 + 项目开发经验 + 产品变现经验,目标只有一个:

帮助任何人快速掌握 Vibe Coding,哪怕零基础,也能快速开发上线自己的产品并盈利。

臭不要脸一下,我敢说这套免费教程吊打 90% 的付费 Vibe Coding 内容。

教程包含什么?

我精心梳理了内容结构,让你能够一条龙学习,或者快速找到适合自己阅读的内容。

  • 基础必读:帮你快速理解 Vibe Coding 并上手实践,10 分钟做出第一个作品
  • 编程工具:帮你选择适合自己的 AI 编程工具,包括 AI 模型选择、AI 零代码平台、AI 智能体平台、AI 代码编辑器、AI 命令行工具、IDE 插件等
  • 项目实战:手把手带你从 0 到 1 做出真实可用的产品,覆盖个人工具、AI 应用、全栈应用、小程序等多种类型
  • 经验技巧:帮你提升 Vibe Coding 效率和质量,包括核心心法、对话工程、上下文管理、幻觉处理、代码质量保障等
  • 产品变现:教你如何让产品产生价值,涵盖需求分析、技术选型、架构设计、盈利模式、SEO 优化、自媒体运营等
  • 编程学习:为想深入学习编程的同学准备的进阶内容,包括学习路线、知识百科、资源大全、MCP 开发、面试刷题等
  • 资源宝库:汇集各种实用资源,包括工具大全、提示词模板、AI 概念大全、Vibe Coding 常见问题等

鱼皮的 Vibe Coding 零基础教程大纲

配套视频教程

如果你更喜欢看视频学习,我还录制了一套《小白都能学的 AI 编程实战》视频课程,哪怕没有任何基础,也能跟着从 0 跑通完整的项目流程,开发出能上线、能商用变现的作品。

课程地址:https://www.bilibili.com/cheese/play/ss475098271

学习路径推荐

更详细的学习路线可以阅读教程中的《AI 编程学习路线》,下面是快速参考:

零基础新手:

  • 第 1 天:读完基础必读,理解 Vibe Coding 并做出第一个作品
  • 第 1-2 周:学习 AI 编程工具 + 做几个简单项目
  • 之后:按需学习经验技巧和产品变现

有编程基础:

  • 第 1 天:快速过完基础内容,完成快速上手教程
  • 第 1 周:学习主流 AI 编程工具,尝试重构之前的项目
  • 之后:重点学习进阶技巧,提升对话和上下文管理能力

开始学习

AI 知识库导航

新手入门

资源 链接
AI 基础概念 动画解释大模型
关于 DeepSeek 什么是 DeepSeek快速上手指南
本地部署 DeepSeek 本地部署API 调用教程
提问技巧 DeepSeek 提问技巧去除文章 AI 味
学习资料 清华大学 DeepSeek 指南免费 AI 学习资源

AI 编程

类别 精选内容
🔥 热门教程 AI 智能体项目AI 零代码平台AI 大模型应用开发学习路线
Cursor 技巧 一文秒懂 Cursor 开发的正确姿势10 个超实用的 Cursor 使用技巧7 个 Cursor 极限省钱大法
实战项目 用 DeepSeek 给对象做网站模拟面试系统亲戚计算器
进阶技术 Claude Code 神级技巧用 AI 手搓 Claude CodeMCP 服务开发
框架整合 Spring AI 1.0 核心能力体验Spring AI Alibaba 1.0 速览

AI 工具测评

测评内容
🆕 GPT-5 炸裂登场!可免费使用
Claude 4 炸裂发布!凭什么敢称宇宙最强编程 AI?
Cursor 2.0 炸裂发布!这 3 大亮点必学
Gemini 3.0 发布!前端又无了?
开源 AI 编程工具能干掉 Claude Code?OpenCode 体验实测!
3 大模型对比测试!AI 争霸赛谁赢了?
全球首个无限执行的 AI!Flowith 体验
Gemini CLI 首测,免费开源很香,但坑点很多!

其他 AI 应用场景

场景 教程
视频创作 用 AI 做千万播放的爆款视频!1 分钟做出动物奥运会视频!
办公效率 AI 王炸组合,自动生成 PPT干掉 Draw.io 的画图神器
知识管理 轻松搭建 DeepSeek 个人知识库让 AI 帮我读文档
求职提升 用 AI 润色简历3 个免费 AI 文章检测工具

仓库结构

ai-guide/
├── 🔥 Vibe Coding 零基础教程/     # 重磅教程,强烈推荐
│   ├── 00 Vibe Coding 简介
│   ├── 01 快速上手 Vibe Coding
│   ├── 02 AI 编程学习路线
│   ├── 10 编程工具/               # Cursor、Codex、Claude Code 等工具专题
│   ├── 15 模型动态/               # AI 模型发布测评
│   ├── 20 项目实战/               # 从 0 到 1 做出产品
│   ├── 30 经验技巧/               # 效率提升、Harness、Loop 等
│   ├── 40 编程学习/               # 进阶编程知识
│   ├── 50 产品变现/               # 盈利模式、SEO、运营
│   ├── 60 Vibe Coding 资源大全
│   ├── 65 鱼皮的 AI 编程实战视频课
│   ├── 70 Vibe Coding 概念大全
│   ├── 75 AI 大模型原理入门
│   └── 90 Vibe Coding 常见问题和解决
├── AI/
│   ├── 鱼皮的 AI 指南/            # AI 核心概念、工具、技巧
│   ├── 关于 DeepSeek/             # DeepSeek 基础知识
│   ├── DeepSeek 使用指南/         # 安装、使用、技巧大全
│   ├── DeepSeek 技术解析/         # 深度技术解读
│   ├── DeepSeek 资源汇总/         # 资源、教程、开源项目
│   ├── AI 应用场景/               # 创意设计、效率提升、编程开发
│   ├── AI 项目教程/               # 实战项目教程
│   └── AI 行业资讯/               # 最新行业动态
└── 产品服务/                      # 鱼皮的产品和服务

交流渠道

欢迎加入我们的 AI 交流群,关注公众号:【程序员鱼皮】,获取更多最一手 AI 资讯,一起探讨 AI 应用实践。

鱼皮的交流群大全

参与共建

如果你也是 AI 探索者、爱好者,并且乐于分享和沉淀你的知识和奇思妙想,欢迎加入进来参与知识库共建,一起构建属于所有人的 AI 知识宝藏!

🎉 你将收获:

收获 说明
🌟 影响力提升 在活跃社区中展示才华,建立个人品牌与专业声誉
📚 深度学习 接触多元视角,与同行切磋,加速个人成长
🏆 价值认同 您的贡献将被明确署名,获得社区成员的尊重与感谢
🤝 拓展人脉 连接志同道合的伙伴,融入充满活力的 AI 生态圈

联系方式(vx):yupi996

感谢 Star

如果这个项目对你有帮助,请给一个 Star ⭐️ 支持一下!

Star History Chart

写在最后

我一直相信,知识分享是互利共赢的。

这套教程完全免费开源,希望能帮更多人打开 Vibe Coding 的大门。

但毕竟是一个人编写的,会有不足的地方,我会持续更新和完善内容。

如果这套教程对你有帮助的话,希望能点赞或者 Star ⭐️ 支持一下!

别犹豫,现在就打开教程,10 分钟后你就能做出第一个作品,跟着鱼皮一起开启 Vibe Coding 之旅吧!🛫

📖 教程文档开源地址:https://github.com/liyupi/ai-guide

🌐 教程在线阅读地址:https://ai.codefather.cn/vibe

🎬 作者的视频合集:https://space.bilibili.com/12890453

💬 交流反馈:欢迎在 AI 导航社区 提问

View on GitHub

Recent activity

commits and pull requests

Code frequency

additions and deletions
+48.4K-48.4KWeek of 2025-08-03: +0 linesWeek of 2025-08-03: -0 linesWeek of 2025-08-10: +0 linesWeek of 2025-08-10: -0 linesWeek of 2025-08-17: +0 linesWeek of 2025-08-17: -0 linesWeek of 2025-08-24: +0 linesWeek of 2025-08-24: -0 linesWeek of 2025-08-31: +1,079 linesWeek of 2025-08-31: -0 linesWeek of 2025-09-07: +0 linesWeek of 2025-09-07: -0 linesWeek of 2025-09-14: +0 linesWeek of 2025-09-14: -0 linesWeek of 2025-09-21: +0 linesWeek of 2025-09-21: -0 linesWeek of 2025-09-28: +0 linesWeek of 2025-09-28: -0 linesWeek of 2025-10-05: +0 linesWeek of 2025-10-05: -0 linesWeek of 2025-10-12: +0 linesWeek of 2025-10-12: -0 linesWeek of 2025-10-19: +0 linesWeek of 2025-10-19: -0 linesWeek of 2025-10-26: +892 linesWeek of 2025-10-26: -734 linesWeek of 2025-11-02: +0 linesWeek of 2025-11-02: -0 linesWeek of 2025-11-09: +0 linesWeek of 2025-11-09: -0 linesWeek of 2025-11-16: +0 linesWeek of 2025-11-16: -0 linesWeek of 2025-11-23: +215 linesWeek of 2025-11-23: -0 linesWeek of 2025-11-30: +0 linesWeek of 2025-11-30: -0 linesWeek of 2025-12-07: +0 linesWeek of 2025-12-07: -0 linesWeek of 2025-12-14: +0 linesWeek of 2025-12-14: -0 linesWeek of 2025-12-21: +498 linesWeek of 2025-12-21: -0 linesWeek of 2025-12-28: +0 linesWeek of 2025-12-28: -0 linesWeek of 2026-01-04: +0 linesWeek of 2026-01-04: -0 linesWeek of 2026-01-11: +30,650 linesWeek of 2026-01-11: -44 linesWeek of 2026-01-18: +2,378 linesWeek of 2026-01-18: -28 linesWeek of 2026-01-25: +722 linesWeek of 2026-01-25: -44 linesWeek of 2026-02-01: +48,444 linesWeek of 2026-02-01: -20 linesWeek of 2026-02-08: +0 linesWeek of 2026-02-08: -0 linesWeek of 2026-02-15: +1,510 linesWeek of 2026-02-15: -289 linesWeek of 2026-02-22: +635 linesWeek of 2026-02-22: -3 linesWeek of 2026-03-01: +1,696 linesWeek of 2026-03-01: -218 linesWeek of 2026-03-08: +517 linesWeek of 2026-03-08: -6 linesWeek of 2026-03-15: +6,265 linesWeek of 2026-03-15: -2,535 linesWeek of 2026-03-22: +898 linesWeek of 2026-03-22: -7 linesWeek of 2026-03-29: +0 linesWeek of 2026-03-29: -0 linesWeek of 2026-04-05: +0 linesWeek of 2026-04-05: -0 linesWeek of 2026-04-12: +0 linesWeek of 2026-04-12: -0 linesWeek of 2026-04-19: +1,111 linesWeek of 2026-04-19: -110 linesWeek of 2026-04-26: +1,808 linesWeek of 2026-04-26: -14 linesWeek of 2026-05-03: +0 linesWeek of 2026-05-03: -0 linesWeek of 2026-05-10: +0 linesWeek of 2026-05-10: -0 linesWeek of 2026-05-17: +0 linesWeek of 2026-05-17: -0 linesWeek of 2026-05-24: +999 linesWeek of 2026-05-24: -0 linesWeek of 2026-05-31: +8,893 linesWeek of 2026-05-31: -3,011 linesWeek of 2026-06-07: +0 linesWeek of 2026-06-07: -0 linesWeek of 2026-06-14: +178 linesWeek of 2026-06-14: -2,269 linesWeek of 2026-06-21: +0 linesWeek of 2026-06-21: -0 linesWeek of 2026-06-28: +5,371 linesWeek of 2026-06-28: -2,500 linesWeek of 2026-07-05: +0 linesWeek of 2026-07-05: -0 linesWeek of 2026-07-12: +0 linesWeek of 2026-07-12: -0 linesWeek of 2026-07-19: +13,606 linesWeek of 2026-07-19: -11,996 linesWeek of 2026-07-26: +0 linesWeek of 2026-07-26: -0 linesAug 3, 2025Jul 26, 2026
+128.4K lines added, -23.8K removed over the last year.

Commits per week

last 52 weeks
1740Week of 2025-08-03: 0 commitsWeek of 2025-08-10: 0 commitsWeek of 2025-08-17: 0 commitsWeek of 2025-08-24: 0 commitsWeek of 2025-08-31: 1 commitsWeek of 2025-09-07: 0 commitsWeek of 2025-09-14: 0 commitsWeek of 2025-09-21: 0 commitsWeek of 2025-09-28: 0 commitsWeek of 2025-10-05: 0 commitsWeek of 2025-10-12: 0 commitsWeek of 2025-10-19: 0 commitsWeek of 2025-10-26: 2 commitsWeek of 2025-11-02: 0 commitsWeek of 2025-11-09: 0 commitsWeek of 2025-11-16: 0 commitsWeek of 2025-11-23: 1 commitsWeek of 2025-11-30: 0 commitsWeek of 2025-12-07: 0 commitsWeek of 2025-12-14: 0 commitsWeek of 2025-12-21: 1 commitsWeek of 2025-12-28: 0 commitsWeek of 2026-01-04: 0 commitsWeek of 2026-01-11: 3 commitsWeek of 2026-01-18: 2 commitsWeek of 2026-01-25: 1 commitsWeek of 2026-02-01: 174 commitsWeek of 2026-02-08: 0 commitsWeek of 2026-02-15: 1 commitsWeek of 2026-02-22: 2 commitsWeek of 2026-03-01: 4 commitsWeek of 2026-03-08: 1 commitsWeek of 2026-03-15: 3 commitsWeek of 2026-03-22: 2 commitsWeek of 2026-03-29: 0 commitsWeek of 2026-04-05: 0 commitsWeek of 2026-04-12: 0 commitsWeek of 2026-04-19: 1 commitsWeek of 2026-04-26: 1 commitsWeek of 2026-05-03: 0 commitsWeek of 2026-05-10: 0 commitsWeek of 2026-05-17: 0 commitsWeek of 2026-05-24: 1 commitsWeek of 2026-05-31: 1 commitsWeek of 2026-06-07: 0 commitsWeek of 2026-06-14: 1 commitsWeek of 2026-06-21: 0 commitsWeek of 2026-06-28: 1 commitsWeek of 2026-07-05: 0 commitsWeek of 2026-07-12: 0 commitsWeek of 2026-07-19: 1 commitsWeek of 2026-07-26: 0 commitsAug 3, 2025Jul 26, 2026
205 commits in the last 52 weeks.

When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 0 commitsSun 1:00 — 0 commitsSun 2:00 — 0 commitsSun 3:00 — 0 commitsSun 4:00 — 0 commitsSun 5:00 — 0 commitsSun 6:00 — 0 commitsSun 7:00 — 0 commitsSun 8:00 — 0 commitsSun 9:00 — 0 commitsSun 10:00 — 0 commitsSun 11:00 — 2 commitsSun 12:00 — 0 commitsSun 13:00 — 0 commitsSun 14:00 — 1 commitsSun 15:00 — 4 commitsSun 16:00 — 0 commitsSun 17:00 — 0 commitsSun 18:00 — 0 commitsSun 19:00 — 0 commitsSun 20:00 — 0 commitsSun 21:00 — 0 commitsSun 22:00 — 0 commitsSun 23:00 — 0 commitsMon 0:00 — 0 commitsMon 1:00 — 0 commitsMon 2:00 — 0 commitsMon 3:00 — 0 commitsMon 4:00 — 0 commitsMon 5:00 — 0 commitsMon 6:00 — 0 commitsMon 7:00 — 0 commitsMon 8:00 — 0 commitsMon 9:00 — 0 commitsMon 10:00 — 0 commitsMon 11:00 — 1 commitsMon 12:00 — 0 commitsMon 13:00 — 0 commitsMon 14:00 — 1 commitsMon 15:00 — 0 commitsMon 16:00 — 1 commitsMon 17:00 — 0 commitsMon 18:00 — 2 commitsMon 19:00 — 1 commitsMon 20:00 — 1 commitsMon 21:00 — 0 commitsMon 22:00 — 0 commitsMon 23:00 — 0 commitsTue 0:00 — 0 commitsTue 1:00 — 0 commitsTue 2:00 — 0 commitsTue 3:00 — 0 commitsTue 4:00 — 0 commitsTue 5:00 — 0 commitsTue 6:00 — 0 commitsTue 7:00 — 0 commitsTue 8:00 — 0 commitsTue 9:00 — 0 commitsTue 10:00 — 0 commitsTue 11:00 — 1 commitsTue 12:00 — 0 commitsTue 13:00 — 0 commitsTue 14:00 — 0 commitsTue 15:00 — 4 commitsTue 16:00 — 4 commitsTue 17:00 — 3 commitsTue 18:00 — 1 commitsTue 19:00 — 0 commitsTue 20:00 — 0 commitsTue 21:00 — 0 commitsTue 22:00 — 0 commitsTue 23:00 — 0 commitsWed 0:00 — 0 commitsWed 1:00 — 0 commitsWed 2:00 — 0 commitsWed 3:00 — 0 commitsWed 4:00 — 0 commitsWed 5:00 — 0 commitsWed 6:00 — 0 commitsWed 7:00 — 0 commitsWed 8:00 — 0 commitsWed 9:00 — 0 commitsWed 10:00 — 1 commitsWed 11:00 — 1 commitsWed 12:00 — 0 commitsWed 13:00 — 0 commitsWed 14:00 — 0 commitsWed 15:00 — 0 commitsWed 16:00 — 0 commitsWed 17:00 — 1 commitsWed 18:00 — 1 commitsWed 19:00 — 1 commitsWed 20:00 — 2 commitsWed 21:00 — 0 commitsWed 22:00 — 1 commitsWed 23:00 — 0 commitsThu 0:00 — 0 commitsThu 1:00 — 0 commitsThu 2:00 — 0 commitsThu 3:00 — 0 commitsThu 4:00 — 0 commitsThu 5:00 — 0 commitsThu 6:00 — 0 commitsThu 7:00 — 0 commitsThu 8:00 — 0 commitsThu 9:00 — 22 commitsThu 10:00 — 32 commitsThu 11:00 — 30 commitsThu 12:00 — 14 commitsThu 13:00 — 33 commitsThu 14:00 — 37 commitsThu 15:00 — 2 commitsThu 16:00 — 0 commitsThu 17:00 — 0 commitsThu 18:00 — 0 commitsThu 19:00 — 0 commitsThu 20:00 — 1 commitsThu 21:00 — 0 commitsThu 22:00 — 0 commitsThu 23:00 — 1 commitsFri 0:00 — 0 commitsFri 1:00 — 0 commitsFri 2:00 — 0 commitsFri 3:00 — 0 commitsFri 4:00 — 0 commitsFri 5:00 — 0 commitsFri 6:00 — 0 commitsFri 7:00 — 0 commitsFri 8:00 — 0 commitsFri 9:00 — 1 commitsFri 10:00 — 1 commitsFri 11:00 — 2 commitsFri 12:00 — 0 commitsFri 13:00 — 0 commitsFri 14:00 — 0 commitsFri 15:00 — 3 commitsFri 16:00 — 2 commitsFri 17:00 — 3 commitsFri 18:00 — 3 commitsFri 19:00 — 1 commitsFri 20:00 — 2 commitsFri 21:00 — 0 commitsFri 22:00 — 1 commitsFri 23:00 — 0 commitsSat 0:00 — 0 commitsSat 1:00 — 0 commitsSat 2:00 — 0 commitsSat 3:00 — 0 commitsSat 4:00 — 0 commitsSat 5:00 — 0 commitsSat 6:00 — 0 commitsSat 7:00 — 0 commitsSat 8:00 — 0 commitsSat 9:00 — 0 commitsSat 10:00 — 2 commitsSat 11:00 — 0 commitsSat 12:00 — 0 commitsSat 13:00 — 0 commitsSat 14:00 — 1 commitsSat 15:00 — 3 commitsSat 16:00 — 0 commitsSat 17:00 — 0 commitsSat 18:00 — 0 commitsSat 19:00 — 0 commitsSat 20:00 — 0 commitsSat 21:00 — 0 commitsSat 22:00 — 0 commitsSat 23:00 — 0 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.

Who is committing

last 52 weeks
Maintainer commits36 (17%)
Community commits177 (83%)

213 commits in total over the last year.

DateListRankStars gained
Jan 15, 2026daily#10+260
Jan 14, 2026daily#7+308
Jan 13, 2026daily#17+160
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