Published onFebruary 10, 2026Instructor Library: How to Get Structured JSON From LLMsinstructor-pythonpydanticstructured-outputsllm-orchestrationdata-validationai-developmentThe Instructor Python library utilizes Pydantic to extract structured JSON data from AI models. This guide explains how function calling prevents conversational.