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Christina Gordon edited this page Jun 4, 2025
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Welcome to the ai-codereview wiki!
An AI-powered code review platform that automatically analyzes pull requests, detects security vulnerabilities, suggests improvements, and generates comprehensive documentation. It combines multiple AI tasks to provide a complete developer productivity solution.
- Manual code reviews are time-consuming and often miss subtle security issues
- Documentation debt accumulates as teams rush to ship features
- Security vulnerabilities are expensive to fix in production
- Knowledge transfer is difficult when senior developers leave
- Text Classification - Categorize code issues (security, performance, style)
- Text Generation - Auto-generate code documentation and commit messages
- Question Answering - Answer developer questions about codebase
- Text-to-Text Generation - Suggest code improvements and refactoring
- Fill-Mask - Predict missing code patterns and suggest completions
Backend (Python):
├── Code Analysis Engine (AST parsing + HuggingFace models)
├── Security Scanner (SAST integration + AI classification)
├── Documentation Generator (Text generation models)
├── Knowledge Base (Vector embeddings + Question Answering)
└── API Gateway (Rate limiting, auth, webhooks)
Frontend (React JavaScript):
├── Dashboard (Review metrics, trends)
├── PR Integration (GitHub webhooks)
├── Interactive Code Viewer
└── Chat Interface (Ask questions about code)
AI-CodeReview project structure with all files and directories:
ai-codereview/
├── backend/
│ ├── app/
│ │ ├── __init__.py # Main app package initializer
│ │ ├── main.py # FastAPI application entry point
│ │ ├── api/
│ │ │ ├── __init__.py # API package with metadata and tags
│ │ │ ├── routes.py # REST API endpoints and routing
│ │ │ └── dependencies.py # Shared API dependencies
│ │ ├── services/
│ │ │ ├── __init__.py # Services package with configuration
│ │ │ ├── code_analyzer.py # AI-powered code analysis engine
│ │ │ ├── github_integration.py # GitHub API client and operations
│ │ │ └── webhook_handler.py # GitHub webhook event processing
│ │ ├── models/
│ │ │ ├── __init__.py # Data models package exports
│ │ │ ├── analysis.py # Analysis request/response models
│ │ │ └── repository.py # Repository and GitHub data models
│ │ ├── utils/
│ │ │ ├── __init__.py # Utilities package with helpers
│ │ │ ├── config.py # Configuration management
│ │ │ ├── logging.py # Logging setup and formatters
│ │ │ └── helpers.py # Common utility functions
│ │ ├── database/
│ │ │ ├── __init__.py # Database package with health checks
│ │ │ ├── connection.py # SQLAlchemy engine and sessions
│ │ │ ├── schemas.py # Database ORM models
│ │ │ └── migrations/ # Alembic migration files
│ │ └── tests/
│ │ ├── __init__.py # Test package with fixtures
│ │ ├── test_analyzer.py # Code analyzer service tests
│ │ ├── test_github.py # GitHub integration tests
│ │ └── test_api.py # API endpoint tests
│ ├── alembic/ # Database migration configuration
│ │ ├── versions/ # Migration version files
│ │ ├── env.py # Alembic environment setup
│ │ └── alembic.ini # Alembic configuration file
│ ├── scripts/
│ │ ├── setup.py # Environment setup automation
│ │ ├── run_dev.py # Development server runner
│ │ └── migrate.py # Database migration helper
│ ├── cache/ # AI model cache directory
│ ├── logs/ # Application log files
│ ├── data/ # Persistent data storage
│ ├── requirements.txt # Production dependencies
│ ├── requirements-dev.txt # Development dependencies
│ ├── Dockerfile # Container build instructions
│ ├── .env.example # Environment variables template
│ ├── .gitignore # Git ignore rules
│ ├── pytest.ini # Test configuration
│ └── README.md # Backend documentation
├── frontend/
│ ├── public/
│ │ ├── index.html # Main HTML template
│ │ └── favicon.ico # Application icon
│ ├── src/
│ │ ├── components/
│ │ │ ├── Common/
│ │ │ │ ├── Navbar.js # Top navigation component
│ │ │ │ └── Sidebar.js # Side navigation component
│ │ │ ├── Dashboard/
│ │ │ │ ├── StatsCards.js # Statistics display cards
│ │ │ │ ├── QualityChart.js # Code quality chart
│ │ │ │ ├── SecurityChart.js # Security metrics chart
│ │ │ │ └── RecentAnalysis.js # Recent analysis list
│ │ │ ├── Analysis/
│ │ │ │ ├── CodeAnalyzer.js # Code input and analysis form
│ │ │ │ ├── AnalysisResults.js # Analysis results display
│ │ │ │ └── AnalysisHistory.js # Historical analysis data
│ │ │ └── Repository/
│ │ │ ├── RepositoryList.js # Repository management
│ │ │ └── RepositoryConfig.js # Repository settings
│ │ ├── pages/
│ │ │ ├── Dashboard.js # Main dashboard page
│ │ │ ├── Analysis.js # Code analysis page
│ │ │ ├── Repositories.js # Repository management page
│ │ │ └── Settings.js # Application settings page
│ │ ├── services/
│ │ │ └── api.js # API service layer
│ │ ├── hooks/
│ │ │ └── useAnalysis.js # Custom React hooks
│ │ ├── utils/
│ │ │ └── formatters.js # Data formatting utilities
│ │ ├── styles/
│ │ │ └── index.css # Global styles and Tailwind
│ │ ├── App.js # Main React application
│ │ └── index.js # React application entry point
│ ├── package.json # Node.js dependencies and scripts
│ ├── tailwind.config.js # Tailwind CSS configuration
│ ├── postcss.config.js # PostCSS configuration
│ ├── .env.example # Frontend environment variables
│ └── README.md # Frontend documentation
├── docker-compose.yml # Multi-container orchestration
├── .env.example # Global environment template
├── .gitignore # Global git ignore rules
└── README.md # Main project documentation