From Scans to Structured Data: Converting Medical Reports to JSON with Pydantic & LLMs

Have you ever looked at a stack of physical medical reports and wished you could just "Ctrl+F" your health history? 📑 We’ve all been there. Every hospital has a different layout, different units, and cryptic abbreviations that make manual data entry a nightmare. In the world of data engineering , turning unstructured "messy" documents into structured data extraction pipelines is a superpower. Today, we’re going to build a robust system that uses Pydantic , Instructor , and Azure Form Recognizer