FastGPT/CLAUDE.md
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V4.13.2 features (#5792)
* add manual create http toolset (#5743)

* add manual create http toolset

* optimize code

* optimize

* fix

* fix

* rename filename

* feat: integrate ts-rest (#5741)

* feat: integrate ts-rest

* chore: classify core contract and pro contract

* chore: update lockfile

* chore: tweak dir structure

* chore: tweak dir structure

* update tsrest code (#5755)

* doc

* update tsrest code

* fix http toolset (#5753)

* fix http toolset

* fix

* perf: http toolset

* fix: toolresponse result (#5760)

* doc

* fix: toolresponse result

* fix: mongo watch

* remove log

* feat: integrated to minio (#5748)

* feat: migrate to minio

* feat: migrate apps' and dataset's avatar to minio

* feat: migrate more avatars to minio

* fix: lock file

* feat: migrate copyright settings' logo to minio

* feat: integrate minio

* chore: improve code

* chore: rename variables

* refactor: s3 class

* fix: s3 and mongo operations

* chore: add session for avatar source

* fix: init s3 buckets

* fix: bugbot issues

* expired time code

* perf: avatar code

* union type

* export favouriteContract

* empty bucket check

---------

Co-authored-by: archer <545436317@qq.com>

* refactor: zod schema to generate OpenAPI instead (#5771)

* doc

* fix: text split code (#5773)

* fix: toolresponse result

* remove log

* stream remove

* fix: text split code

* fix: workflow (#5779)

* fix: toolresponse result

* remove log

* fix: value check

* fix: workflow

* openapi doc

* perf: bucket delete cron

* doc

* feat: apikey health

* feat: export variables

* api code move

* perf: workflow performance (#5783)

* perf: reactflow context

* perf: workflow context split

* perf: nodeList computed map

* perf: nodes dependen

* perf: workflow performance

* workflow performance

* removel og

* lock

* version

* loop drag

* reactflow size

* reactflow size

* fix: s3init (#5784)

* doc

* fix: s3init

* perf: dynamic import

* remove moongose dep

* worker build

* worker code

* perf: worker build

* fix: error throw

* doc

* doc

* fix: build

* fix: dockerfile

* nextjs config

* fix: worker

* fix: build (#5791)

* fix: build

* vector cache code

* fix: app info modal avatar upload method replace (#5787)

* fix: app info modal avatar upload method replace

* chore: replace all useSelectFile with useUploadAvatar

* remove invalid code

* add size

* Update projects/app/src/pageComponents/app/detail/WorkflowComponents/Flow/nodes/render/RenderInput/templates/CommonInputForm.tsx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update projects/app/src/pageComponents/app/detail/WorkflowComponents/context/workflowInitContext.tsx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: heheer <heheer@sealos.io>
Co-authored-by: 伍闲犬 <whoeverimf5@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-20 19:08:21 +08:00

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# CLAUDE.md
本文件为 Claude Code (claude.ai/code) 在本仓库中工作时提供指导说明。
## 输出要求
1. 输出语言:中文
2. 输出的设计文档位置:.claude/design以 Markdown 文件为主。
3. 输出 Plan 时,均需写入 .claude/plan 目录下,以 Markdown 文件为主。
## 项目概述
FastGPT 是一个 AI Agent 构建平台,通过 Flow 提供开箱即用的数据处理、模型调用能力和可视化工作流编排。这是一个基于 NextJS 构建的全栈 TypeScript 应用,后端使用 MongoDB/PostgreSQL。
**技术栈**: NextJS + TypeScript + ChakraUI + MongoDB + PostgreSQL (PG Vector)/Milvus
## 架构
这是一个使用 pnpm workspaces 的 monorepo,主要结构如下:
### Packages (库代码)
- `packages/global/` - 所有项目共享的类型、常量、工具函数
- `packages/service/` - 后端服务、数据库模型、API 控制器、工作流引擎
- `packages/web/` - 共享的前端组件、hooks、样式、国际化
- `packages/templates/` - 模板市场的应用模板
### Projects (应用程序)
- `projects/app/` - 主 NextJS Web 应用(前端 + API 路由)
- `projects/sandbox/` - NestJS 代码执行沙箱服务
- `projects/mcp_server/` - Model Context Protocol 服务器实现
### 关键目录
- `document/` - 文档站点(NextJS 应用及内容)
- `plugins/` - 外部插件(模型、爬虫等)
- `deploy/` - Docker 和 Helm 部署配置
- `test/` - 集中的测试文件和工具
## 开发命令
### 主要命令(从项目根目录运行)
- `pnpm dev` - 启动所有项目的开发环境(使用 package.json 的 workspace 脚本)
- `pnpm build` - 构建所有项目
- `pnpm test` - 使用 Vitest 运行测试
- `pnpm test:workflow` - 运行工作流相关测试
- `pnpm lint` - 对所有 TypeScript 文件运行 ESLint 并自动修复
- `pnpm format-code` - 使用 Prettier 格式化代码
### 项目专用命令
**主应用 (projects/app/)**:
- `cd projects/app && pnpm dev` - 启动 NextJS 开发服务器
- `cd projects/app && pnpm build` - 构建 NextJS 应用
- `cd projects/app && pnpm start` - 启动生产服务器
**沙箱 (projects/sandbox/)**:
- `cd projects/sandbox && pnpm dev` - 以监视模式启动 NestJS 开发服务器
- `cd projects/sandbox && pnpm build` - 构建 NestJS 应用
- `cd projects/sandbox && pnpm test` - 运行 Jest 测试
**MCP 服务器 (projects/mcp_server/)**:
- `cd projects/mcp_server && bun dev` - 使用 Bun 以监视模式启动
- `cd projects/mcp_server && bun build` - 构建 MCP 服务器
- `cd projects/mcp_server && bun start` - 启动 MCP 服务器
### 工具命令
- `pnpm create:i18n` - 生成国际化翻译文件
- `pnpm api:gen` - 生成 OpenAPI 文档
- `pnpm initIcon` - 初始化图标资源
- `pnpm gen:theme-typings` - 生成 Chakra UI 主题类型定义
## 测试
项目使用 Vitest 进行测试并生成覆盖率报告。主要测试命令:
- `pnpm test` - 运行所有测试
- `pnpm test:workflow` - 专门运行工作流测试
- 测试文件位于 `test/` 目录和 `projects/app/test/`
- 覆盖率报告生成在 `coverage/` 目录
## 代码组织模式
### Monorepo 结构
- 共享代码存放在 `packages/` 中,通过 workspace 引用导入
- `projects/` 中的每个项目都是独立的应用程序
- 使用 `@fastgpt/global`、`@fastgpt/service`、`@fastgpt/web` 导入共享包
### API 结构
- NextJS API 路由在 `projects/app/src/pages/api/`
- API 路由合约定义在`packages/global/openapi/`, 对应的
- 通用服务端业务逻辑在 `packages/service/`和`projects/app/src/service`
- 数据库模型在 `packages/service/` 中,使用 MongoDB/Mongoose
### 前端架构
- React 组件在 `projects/app/src/components/``packages/web/components/`
- 使用 Chakra UI 进行样式设计,自定义主题在 `packages/web/styles/theme.ts`
- 国际化支持文件在 `packages/web/i18n/`
- 使用 React Context 和 Zustand 进行状态管理
## 开发注意事项
- **包管理器**: 使用 pnpm 及 workspace 配置
- **Node 版本**: 需要 Node.js >=18.16.0, pnpm >=9.0.0
- **数据库**: 支持 MongoDB、带 pgvector 的 PostgreSQL 或 Milvus 向量存储
- **AI 集成**: 通过统一接口支持多个 AI 提供商
- **国际化**: 完整支持中文、英文和日文
## 关键文件模式
- `.ts``.tsx` 文件全部使用 TypeScript
- 数据库模型使用 Mongoose 配合 TypeScript
- API 路由遵循 NextJS 约定
- 组件文件使用 React 函数式组件和 hooks
- 共享类型定义在 `packages/global/``.d.ts` 文件中
## 环境配置
- 配置文件在 `projects/app/data/config.json`
- 支持特定环境配置
- 模型配置在 `packages/service/core/ai/config/`
## 代码规范
- 尽可能使用 type 进行类型声明,而不是 interface。