Pydantic is the de-facto standard data validation library for Python, with a focus on data integrity and type safety. It integrates with linters and IDEs, is fast and extensible, and uses standard Python type hints for defining data models.

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We use Pydantic in combination with other frameworks like LangChain or FastAPI, or for typesafe payload definitions and parsing in data processing pipelines.