
Schema-first extraction defines what to extract before touching a document, which separates reliable pipelines from brittle scripts.
IDPSchema-FirstDocument Automation

Schema-first PDF extraction with Pydantic: define the output schema before writing extraction code to keep pipelines maintainable.
PDF ExtractionPydanticSchema-First