블로그
markitdown.ai 블로그는 PDF, Office 파일, 스캔본, 웹 페이지를 모델과 RAG 파이프라인, 에이전트를 위한 Markdown으로 바꾸는 실전 노트를 모읍니다. 우리가 겪는 실패와 변환이 이를 해결하는 방식을 다룹니다.
A PDF that looks perfect to a human often falls apart the moment a model reads it. Here's what goes wrong, and why converting to clean Markdown first makes downstream AI far more reliable.
Retrieval quality is decided long before the vector database. This is a pre-processing checklist for turning messy source documents into clean, chunk-ready text.
Plain text throws away the structure a model could have used. Markdown keeps it, at almost no token cost — and that changes how reliably an LLM can reason over your content.
