cherry-studio/CLAUDE.md
Luke Galea c9837eaa71
feat: add OpenAI o3 model support with enhanced tool calling (#8253)
* feat: add OpenAI o3 model support with enhanced tool calling

- Add o3 and o3-mini model definitions with reasoning effort support
- Implement o3-compatible strict schema validation for MCP tools
- Add comprehensive o3 schema processing with DRY improvements
- Extract reusable schema processing functions for maintainability
- Add 15+ test cases validating o3 strict mode requirements
- Fix schema composition keyword handling with loop-based approach
- Ensure ALL object schemas have complete required arrays for o3
- Support tool calling with proper o3 schema transformations

This enables OpenAI o3 models to work properly with MCP tool calling
while improving code organization and test coverage.

Signed-off-by: Luke Galea <luke@ideaforge.org>

* Remove redundant reference in HtmlArtifactsPopup.tsx

* refactor: move filterProperties to mcp-schema, fix tests

---------

Signed-off-by: Luke Galea <luke@ideaforge.org>
Co-authored-by: one <wangan.cs@gmail.com>
Co-authored-by: suyao <sy20010504@gmail.com>
2025-08-04 23:19:21 +08:00

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# CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
## Development Commands
### Environment Setup
- **Prerequisites**: Node.js v22.x.x or higher, Yarn 4.9.1
- **Setup Yarn**: `corepack enable && corepack prepare yarn@4.9.1 --activate`
- **Install Dependencies**: `yarn install`
### Development
- **Start Development**: `yarn dev` - Runs Electron app in development mode
- **Debug Mode**: `yarn debug` - Starts with debugging enabled, use chrome://inspect
### Testing & Quality
- **Run Tests**: `yarn test` - Runs all tests (Vitest)
- **Run E2E Tests**: `yarn test:e2e` - Playwright end-to-end tests
- **Type Check**: `yarn typecheck` - Checks TypeScript for both node and web
- **Lint**: `yarn lint` - ESLint with auto-fix
- **Format**: `yarn format` - Prettier formatting
### Build & Release
- **Build**: `yarn build` - Builds for production (includes typecheck)
- **Platform-specific builds**:
- Windows: `yarn build:win`
- macOS: `yarn build:mac`
- Linux: `yarn build:linux`
## Architecture Overview
### Electron Multi-Process Architecture
- **Main Process** (`src/main/`): Node.js backend handling system integration, file operations, and services
- **Renderer Process** (`src/renderer/`): React-based UI running in Chromium
- **Preload Scripts** (`src/preload/`): Secure bridge between main and renderer processes
### Key Architectural Components
#### Main Process Services (`src/main/services/`)
- **MCPService**: Model Context Protocol server management
- **KnowledgeService**: Document processing and knowledge base management
- **FileStorage/S3Storage/WebDav**: Multiple storage backends
- **WindowService**: Multi-window management (main, mini, selection windows)
- **ProxyManager**: Network proxy handling
- **SearchService**: Full-text search capabilities
#### AI Core (`src/renderer/src/aiCore/`)
- **Middleware System**: Composable pipeline for AI request processing
- **Client Factory**: Supports multiple AI providers (OpenAI, Anthropic, Gemini, etc.)
- **Stream Processing**: Real-time response handling
#### State Management (`src/renderer/src/store/`)
- **Redux Toolkit**: Centralized state management
- **Persistent Storage**: Redux-persist for data persistence
- **Thunks**: Async actions for complex operations
#### Knowledge Management
- **Embeddings**: Vector search with multiple providers (OpenAI, Voyage, etc.)
- **OCR**: Document text extraction (system OCR, Doc2x, Mineru)
- **Preprocessing**: Document preparation pipeline
- **Loaders**: Support for various file formats (PDF, DOCX, EPUB, etc.)
### Build System
- **Electron-Vite**: Development and build tooling (v4.0.0)
- **Rolldown-Vite**: Using experimental rolldown-vite instead of standard vite
- **Workspaces**: Monorepo structure with `packages/` directory
- **Multiple Entry Points**: Main app, mini window, selection toolbar
- **Styled Components**: CSS-in-JS styling with SWC optimization
### Testing Strategy
- **Vitest**: Unit and integration testing
- **Playwright**: End-to-end testing
- **Component Testing**: React Testing Library
- **Coverage**: Available via `yarn test:coverage`
### Key Patterns
- **IPC Communication**: Secure main-renderer communication via preload scripts
- **Service Layer**: Clear separation between UI and business logic
- **Plugin Architecture**: Extensible via MCP servers and middleware
- **Multi-language Support**: i18n with dynamic loading
- **Theme System**: Light/dark themes with custom CSS variables
## Logging Standards
### Usage
```typescript
// Main process
import { loggerService } from '@logger'
const logger = loggerService.withContext('moduleName')
// Renderer process (set window source first)
loggerService.initWindowSource('windowName')
const logger = loggerService.withContext('moduleName')
// Logging
logger.info('message', CONTEXT)
logger.error('message', new Error('error'), CONTEXT)
```
### Log Levels (highest to lowest)
- `error` - Critical errors causing crash/unusable functionality
- `warn` - Potential issues that don't affect core functionality
- `info` - Application lifecycle and key user actions
- `verbose` - Detailed flow information for feature tracing
- `debug` - Development diagnostic info (not for production)
- `silly` - Extreme debugging, low-level information