Pydantic

Write your own validation logic.

Convert models to dictionaries and JSON.

Models inside models for complex data.

Add validation rules to individual fields.

Make fields optional or give them defaults.

Pydantic validates and coerces data automatically.

Define your data schema as a Python class.

Data validation using Python type hints.