OpenAI Structured Outputs: Make Model Results Verifiable
Constrain model output with JSON Schema and Pydantic while handling refusals, parse failures, and schema evolution.
FastAPI Request and Response Contracts with Pydantic
Use Pydantic schemas, field validation, response shaping, and consistent errors instead of fragile dictionary conventions.