===== Usage ===== This guide demonstrates building a complete blog system using Advanced Alchemy's features. We'll create a system that supports: - Posts with tags and slugs - Tag management with automatic deduplication - Efficient querying and pagination - Type-safe database operations - Schema validation and transformation .. toctree:: :maxdepth: 2 :caption: Core Features modeling repositories services types cli database_seeding .. toctree:: :maxdepth: 2 :caption: Framework Integration frameworks/litestar frameworks/flask frameworks/fastapi The guide follows a practical approach: 1. **Modeling**: Define SQLAlchemy models with Advanced Alchemy's enhanced base classes 2. **Repositories**: Implement type-safe database operations using repositories 3. **Services**: Build business logic with automatic schema validation 4. **Framework Integration**: Integrate with Litestar and FastAPI Each section includes: - Concepts and usage overview - Complete code examples - Best practices - Performance considerations - Error handling strategies Prerequisites ------------- - Python 3.9+ - SQLAlchemy 2.0+ - Basic understanding of SQLAlchemy and async programming - Basic understanding of Pydantic or Msgspec