chore: clean up and reorganize documentation files

refactor(docs): move project chapters to respective stage directories
fix(docs): correct broken links and update README references
style: format database comparison table for better readability

README.md

@@ -76,18 +76,18 @@
 | [前端一：Figma 与 MasterGo 入门](docs/stage-2/frontend/2.1-figma-mastergo/)                                                              | 用设计工具梳理信息架构和页面结构，为前端实现打基础                           | 🚧   |
 | [前端二：构建第一个现代应用程序-UI 设计](docs/stage-2/frontend/2.2-ui-design/)                                                            | 基于设计稿完成组件化界面，实现从设计到代码的第一条链路                       | 🚧   |
 | [前端三：参考 UI 设计规范与多产品 UI 设计](docs/stage-2/frontend/2.3-multi-product-ui/)                                                    | 围绕统一主视觉扩展多产品界面，练习系统化设计能力                             | 🚧   |
-| [前端四：一起做霍格沃茨画像](docs/stage-2/frontend/2.4-hogwarts-portraits/chapter4-lets-build-hogwarts-portraits) | 从 0 到 1 做出接入 AI 能力的前端应用，串联设计与开发                         | 🚧   |
+| [前端四：一起做霍格沃茨画像](docs/stage-2/frontend/2.4-hogwarts-portraits/chapter4-lets-build-hogwarts-portraits.md) | 从 0 到 1 做出接入 AI 能力的前端应用，串联设计与开发                         | ✅   |
 
 #### 后端与全栈部分
 
 | 章节                                                                                                                                  | 关键内容                                                      | 状态 |
 | :------------------------------------------------------------------------------------------------------------------------------------ | :------------------------------------------------------------ | :--- |
-| [后端一：什么是 API](docs/stage-2/backend/2.1-what-is-api/extra2/extra2-what-is-api.md)                                                               | 理解 HTTP 接口与请求响应模型，为后端集成与联调做准备          | 🚧   |
+| [后端一：什么是 API](docs/stage-2/backend/2.1-what-is-api/extra2/extra2-what-is-api.md)                                                               | 理解 HTTP 接口与请求响应模型，为后端集成与联调做准备          | ✅   |
-| [后端二：从数据库到 Supabase](docs/stage-2/backend/2.2-database-supabase/chapter5/chapter5-from-database-to-supabase.md) | 在 Supabase 上落地数据库和 API，打通数据模型与前端页面        | 🚧   |
+| [后端二：从数据库到 Supabase](docs/stage-2/backend/2.2-database-supabase/chapter5/chapter5-from-database-to-supabase.md) | 在 Supabase 上落地数据库和 API，打通数据模型与前端页面        | ✅   |
 | [后端三：大模型辅助编写接口代码与接口文档](docs/stage-2/backend/2.3-ai-interface-code/)                                         | 用大模型协助生成接口与数据库文档及代码，实现可读可测的后端    | 🚧   |
-| [后端四：Git 工作流](docs/stage-2/backend/2.4-git-workflow/extra1/extra1-what-is-git-and-what-is-github.md)                                                 | 在 Git 工作流中管理代码，进行版本控制和协作                  | 🚧   |
+| [后端四：Git 工作流](docs/stage-2/backend/2.4-git-workflow/extra1/extra1-what-is-git-and-what-is-github.md)                                                 | 在 Git 工作流中管理代码，进行版本控制和协作                  | ✅   |
-| [后端五：Zeabur 部署](docs/stage-2/backend/2.5-zeabur-deployment/extra6/extra6-zeabur-what-is-it-and-how-to-deploy-web-applications.md)                                                 | 将应用部署到 Zeabur 上线                                   | 🚧   |
+| [后端五：Zeabur 部署](docs/stage-2/backend/2.5-zeabur-deployment/extra6/extra6-zeabur-what-is-it-and-how-to-deploy-web-applications.md)                                                 | 将应用部署到 Zeabur 上线                                   | ✅   |
-| [后端六：现代 CLI 开发工具](docs/stage-2/backend/2.6-modern-cli/extra7/extra7-cli-ai-coding-tools-and-the-principles-of-test-driven-development.md)                                                        | 使用 CLI 类 AI 编程工具加速开发与调试，形成个人工程化工作流   | 🚧   |
+| [后端六：现代 CLI 开发工具](docs/stage-2/backend/2.6-modern-cli/extra7/extra7-cli-ai-coding-tools-and-the-principles-of-test-driven-development.md)                                                        | 使用 CLI 类 AI 编程工具加速开发与调试，形成个人工程化工作流   | ✅   |
 | [后端七：如何集成 Stripe 等收费系统](docs/stage-2/backend/2.7-stripe-payment/)                                               | 接入支付系统，完成收费链路与基础结算流程                      | 🚧   |
 | [大作业 1：构建第一个现代应用程序-全栈应用](docs/stage-2/assignments/2.1-fullstack-app/)                                        | 综合前端、后端与支付模块，完成可上线的全栈 Web 应用           | 🚧   |
 | [大作业 2：现代前端组件库 + Trae 实战](docs/stage-2/assignments/2.2-modern-frontend-trae/)                                             | 使用现代前端组件库与 Trae，独立完成可登录注册并支持收费的产品 | 🚧   |
@@ -96,7 +96,7 @@
 
 | 章节                                                                                                                                                                                 | 关键内容                                                       | 状态 |
 | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------------------------- | :--- |
-| [AI 一：Dify 入门与知识库集成](docs/stage-2/ai-capabilities/2.1-dify-knowledge-base/chapter3/chapter3-getting-started-with-dify-and-its-knowledge-base-integration.md) | 用 Dify Workflow 与基础 RAG 搭建工具类产品，为后续应用升级打样 | 🚧   |
+| [AI 一：Dify 入门与知识库集成](docs/stage-2/ai-capabilities/2.1-dify-knowledge-base/chapter3/chapter3-getting-started-with-dify-and-its-knowledge-base-integration.md) | 用 Dify Workflow 与基础 RAG 搭建工具类产品，为后续应用升级打样 | ✅   |
 | [AI 二：学会查询 AI 词典与集成多模态 API](docs/stage-2/ai-capabilities/2.2-multimodal-api/extra3/extra3-ai-capability-starter-handbook.md)                                                                 | 学会查找合适的模型与 API，并把文本、图像等多模态能力接入产品   | 🚧   |
 
 ### 三、高级开发工程师
@@ -115,7 +115,7 @@
 
 | 章节                                                                  | 关键内容                                                | 状态 |
 | :-------------------------------------------------------------------- | :------------------------------------------------------ | :--- |
-| [高级 AI 一：什么是 RAG 以及它如何工作](docs/stage-3/ai-advanced/3.a1-rag-introduction/extra5/extra5-what-is-rag-and-how-does-it-work-and-future)                  | 系统理解 RAG 原理与常见架构，为复杂应用提供知识检索基础 | 🚧   |
+| [高级 AI 一：什么是 RAG 以及它如何工作](docs/stage-3/ai-advanced/3.a1-rag-introduction/extra5-what-is-rag-and-how-does-it-work-and-future.md)                  | 系统理解 RAG 原理与常见架构，为复杂应用提供知识检索基础 | ✅   |
 | [高级 AI 二：中高级 RAG 与工作流编排：以 LangGraph 为例](docs/stage-3/ai-advanced/3.a2-langgraph-advanced-rag/) | 使用 LangGraph 等工具设计多步工作流与中高级 RAG 系统    | 🚧   |
 
 ## 如何学习

docs/.vitepress/config.mjs

@@ -177,7 +177,7 @@ export default defineConfig({
           items: [
             {
               text: '高级三：如何构建微信小程序',
-              link: '/stage-3/cross-platform/3.3-wechat-miniprogram/example1/index'
+              link: '/stage-3/cross-platform/3.3-wechat-miniprogram/'
             },
             {
               text: '高级四：如何构建微信小程序（包含后端）',
@@ -209,7 +209,7 @@ export default defineConfig({
           items: [
             {
               text: '高级 AI 一：什么是 RAG 以及它如何工作',
-              link: '/stage-3/ai-advanced/3.a1-rag-introduction/extra5/extra5-what-is-rag-and-how-does-it-work-and-future'
+              link: '/stage-3/ai-advanced/3.a1-rag-introduction/extra5-what-is-rag-and-how-does-it-work-and-future'
             },
             {
               text: '高级 AI 二：中高级 RAG 与工作流编排 - 以 LangGraph 为例',

docs/guide/introduction.md

@@ -54,14 +54,14 @@
 | 前端一：Figma 与 MasterGo 入门                                                         | 用设计工具梳理信息架构和页面结构，为前端实现打基础                           | 🚧   |
 | 前端二：构建第一个现代应用程序-UI 设计                                                 | 基于设计稿完成组件化界面，实现从设计到代码的第一条链路                       | 🚧   |
 | 前端三：参考 UI 设计规范与多产品 UI 设计                                               | 围绕统一主视觉扩展多产品界面，练习系统化设计能力                             | 🚧   |
-| [前端四：一起做霍格沃茨画像](/project/chapter4/chapter4-lets-build-hogwarts-portraits) | 从 0 到 1 做出接入 AI 能力的前端应用，串联设计与开发                         | 🚧   |
+| [前端四：一起做霍格沃茨画像](/stage-2/frontend/2.4-hogwarts-portraits/chapter4-lets-build-hogwarts-portraits) | 从 0 到 1 做出接入 AI 能力的前端应用，串联设计与开发                         | 🚧   |
 
 #### 后端与全栈部分
 
 | 章节                                                                                | 关键内容                                                      | 状态 |
 | :---------------------------------------------------------------------------------- | :------------------------------------------------------------ | :--- |
 | 后端一：什么是 API                                                                  | 理解 HTTP 接口与请求响应模型，为后端集成与联调做准备          | 🚧   |
-| [后端二：从数据库到 Supabase](/project/chapter5/chapter5-from-database-to-supabase) | 在 Supabase 上落地数据库和 API，打通数据模型与前端页面        | 🚧   |
+| [后端二：从数据库到 Supabase](/stage-2/backend/2.2-database-supabase/chapter5/chapter5-from-database-to-supabase) | 在 Supabase 上落地数据库和 API，打通数据模型与前端页面        | 🚧   |
 | 后端三：大模型辅助编写接口代码与接口文档                                            | 用大模型协助生成接口与数据库文档及代码，实现可读可测的后端    | 🚧   |
 | 后端四：Git 工作流与 Zeabur 部署                                                    | 在 Git 工作流中管理代码，并将应用部署到 Zeabur 上线           | 🚧   |
 | 后端五：现代 CLI 开发工具                                                           | 使用 CLI 类 AI 编程工具加速开发与调试，形成个人工程化工作流   | 🚧   |
@@ -73,7 +73,7 @@
 
 | 章节                                                                                                                    | 关键内容                                                       | 状态 |
 | :---------------------------------------------------------------------------------------------------------------------- | :------------------------------------------------------------- | :--- |
-| [AI 一：Dify 入门与知识库集成](/project/chapter3/chapter3-getting-started-with-dify-and-its-knowledge-base-integration) | 用 Dify Workflow 与基础 RAG 搭建工具类产品，为后续应用升级打样 | 🚧   |
+| [AI 一：Dify 入门与知识库集成](/stage-2/ai-capabilities/2.1-dify-knowledge-base/chapter3/chapter3-getting-started-with-dify-and-its-knowledge-base-integration) | 用 Dify Workflow 与基础 RAG 搭建工具类产品，为后续应用升级打样 | 🚧   |
 | AI 二：学会查询 AI 词典与集成多模态 API                                                                                 | 学会查找合适的模型与 API，并把文本、图像等多模态能力接入产品   | 🚧   |
 
 ### 三、高级开发工程师

docs/project/README.md

@@ -1,7 +0,0 @@
-# Project 文档
-
-这里包含了项目实战的相关文档：
-
-- [Chapter 3: Getting Started with Dify](chapter3/chapter3-getting-started-with-dify-and-its-knowledge-base-integration.md)
-- [Chapter 4: Let's Build Hogwarts Portraits](chapter4/chapter4-lets-build-hogwarts-portraits.md)
-- [Chapter 5: From Database to Supabase](chapter5/chapter5-from-database-to-supabase.md)

docs/project/chapter3/Log in.yml

@@ -1,504 +0,0 @@
-app:
-  description: ''
-  icon: 🤖
-  icon_background: '#FFEAD5'
-  mode: advanced-chat
-  name: Log in
-  use_icon_as_answer_icon: false
-dependencies:
-- current_identifier: null
-  type: marketplace
-  value:
-    marketplace_plugin_unique_identifier: langgenius/gitee_ai:0.1.4@f621ace33bb3c140f5a1e3533fcb518f558c7b945d63523c0f85810a4b4a8b93
-kind: app
-version: 0.3.0
-workflow:
-  conversation_variables:
-  - description: ''
-    id: f8cc215e-ef91-437a-a823-7e80a8d345a3
-    name: LOGIN
-    selector:
-    - conversation
-    - LOGIN
-    value: none
-    value_type: string
-  environment_variables: []
-  features:
-    file_upload:
-      allowed_file_extensions:
-      - .JPG
-      - .JPEG
-      - .PNG
-      - .GIF
-      - .WEBP
-      - .SVG
-      allowed_file_types:
-      - image
-      allowed_file_upload_methods:
-      - local_file
-      - remote_url
-      enabled: false
-      fileUploadConfig:
-        audio_file_size_limit: 50
-        batch_count_limit: 5
-        file_size_limit: 15
-        image_file_size_limit: 10
-        video_file_size_limit: 100
-        workflow_file_upload_limit: 10
-      image:
-        enabled: false
-        number_limits: 3
-        transfer_methods:
-        - local_file
-        - remote_url
-      number_limits: 3
-    opening_statement: 'Please log in with passwords:'
-    retriever_resource:
-      enabled: true
-    sensitive_word_avoidance:
-      enabled: false
-    speech_to_text:
-      enabled: false
-    suggested_questions: []
-    suggested_questions_after_answer:
-      enabled: false
-    text_to_speech:
-      enabled: false
-      language: ''
-      voice: ''
-  graph:
-    edges:
-    - data:
-        sourceType: llm
-        targetType: answer
-      id: llm-answer
-      source: llm
-      sourceHandle: source
-      target: answer
-      targetHandle: target
-      type: custom
-    - data:
-        isInIteration: false
-        isInLoop: false
-        sourceType: start
-        targetType: if-else
-      id: 1758767725822-source-1758767750205-target
-      source: '1758767725822'
-      sourceHandle: source
-      target: '1758767750205'
-      targetHandle: target
-      type: custom
-      zIndex: 0
-    - data:
-        isInIteration: false
-        isInLoop: false
-        sourceType: if-else
-        targetType: assigner
-      id: 1758767920912-true-1758768026915-target
-      source: '1758767920912'
-      sourceHandle: 'true'
-      target: '1758768026915'
-      targetHandle: target
-      type: custom
-      zIndex: 0
-    - data:
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-        isInLoop: false
-        sourceType: if-else
-        targetType: assigner
-      id: 1758767920912-false-1758768059939-target
-      source: '1758767920912'
-      sourceHandle: 'false'
-      target: '1758768059939'
-      targetHandle: target
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-        targetType: llm
-      id: 1758767750205-f599486b-e4d3-4cdd-9425-31257bf28e82-llm-target
-      source: '1758767750205'
-      sourceHandle: f599486b-e4d3-4cdd-9425-31257bf28e82
-      target: llm
-      targetHandle: target
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-      zIndex: 0
-    - data:
-        isInIteration: false
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-        targetType: llm
-      id: 1758767750205-5f242bc3-7f06-4a88-82e5-235a859d92bf-1758768238460-target
-      source: '1758767750205'
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-      target: '1758768238460'
-      targetHandle: target
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-      zIndex: 0
-    - data:
-        isInIteration: false
-        isInLoop: false
-        sourceType: llm
-        targetType: answer
-      id: 1758768238460-source-1758768309599-target
-      source: '1758768238460'
-      sourceHandle: source
-      target: '1758768309599'
-      targetHandle: target
-      type: custom
-      zIndex: 0
-    - data:
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-      source: '1758767750205'
-      sourceHandle: 'true'
-      target: '1758767920912'
-      targetHandle: target
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-    - data:
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-      id: 1758768026915-source-1758768400561-target
-      source: '1758768026915'
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-      targetHandle: target
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-    - data:
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-        sourceType: assigner
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-      id: 1758768059939-source-1758768418040-target
-      source: '1758768059939'
-      sourceHandle: source
-      target: '1758768418040'
-      targetHandle: target
-      type: custom
-      zIndex: 0
-    nodes:
-    - data:
-        desc: ''
-        selected: false
-        title: Start
-        type: start
-        variables: []
-      height: 53
-      id: '1758767725822'
-      position:
-        x: -227.17718464443863
-        y: 459.4548203041172
-      positionAbsolute:
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-        y: 459.4548203041172
-      selected: false
-      sourcePosition: right
-      targetPosition: left
-      type: custom
-      width: 243
-    - data:
-        context:
-          enabled: false
-          variable_selector: []
-        desc: ''
-        memory:
-          query_prompt_template: '{{#sys.query#}}'
-          role_prefix:
-            assistant: ''
-            user: ''
-          window:
-            enabled: false
-            size: 10
-        model:
-          completion_params:
-            temperature: 0.7
-          mode: chat
-          name: Qwen3-235B-A22B-Instruct-2507
-          provider: langgenius/gitee_ai/gitee_ai
-        prompt_template:
-        - id: 2686a731-f250-46f0-97ec-033e929160a5
-          role: system
-          text: 'You are the computer that answers the user''s question. Always start
-            with "hello guest" '
-        selected: false
-        title: Guest LLM
-        type: llm
-        variables: []
-        vision:
-          enabled: false
-      height: 89
-      id: llm
-      position:
-        x: 389.3839309072489
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-    - data:
-        answer: '{{#llm.text#}}'
-        desc: ''
-        selected: true
-        title: Answer
-        type: answer
-        variables: []
-      height: 104
-      id: answer
-      position:
-        x: 707.3520684153225
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-    - data:
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-          - comparison_operator: is
-            id: cf0932c4-e5f4-478e-9437-1db63af30ffd
-            value: none
-            varType: string
-            variable_selector:
-            - conversation
-            - LOGIN
-          id: 'true'
-          logical_operator: and
-        - case_id: f599486b-e4d3-4cdd-9425-31257bf28e82
-          conditions:
-          - comparison_operator: is
-            id: 18c716ea-aac5-4af7-9a50-1fd5dc40d18e
-            value: guest
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-            - LOGIN
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-          logical_operator: and
-        - case_id: 5f242bc3-7f06-4a88-82e5-235a859d92bf
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-          - comparison_operator: is
-            id: 490f9251-1012-4f85-8bb7-29f355ca6b5c
-            value: admin
-            varType: string
-            variable_selector:
-            - conversation
-            - LOGIN
-          id: 5f242bc3-7f06-4a88-82e5-235a859d92bf
-          logical_operator: and
-        desc: ''
-        selected: false
-        title: IF/ELSE
-        type: if-else
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-      id: '1758767750205'
-      position:
-        x: 78.91702348010949
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-            value: AIID
-            varType: string
-            variable_selector:
-            - sys
-            - query
-          id: 'true'
-          logical_operator: and
-        desc: ''
-        selected: false
-        title: IF/ELSE 2
-        type: if-else
-      height: 125
-      id: '1758767920912'
-      position:
-        x: 659.9247584894487
-        y: 459.4548203041172
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-        x: 659.9247584894487
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-    - data:
-        desc: ''
-        items:
-        - input_type: constant
-          operation: set
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