#document-processing

Articles tagged with #document-processing

Why Most RAG Pipelines Destroy Document Structure
Most developers building RAG systems make the same mistake. They split documents by token count, call it "chunking," and move on.The result: a retrieval system that finds the right words in the wrong
May 18, 20264 min read
From One Shot to a Pipeline: Evolving DOCX → JSON (V1 → V2)
Why change what works? A common first version of “turn this Word file into JSON” is simple: read the text, send all of it to the LLM once, parse JSON back. It ships fast and works on small docs. In pr
Apr 27, 20267 min read5
From Word to JSON: A First-Pass DOCX Pipeline with an LLM
v1 experiment: extract text from Word, ask a model to structure it, then validate the result. Nothing fancy yet — and that is the point. Why this exists Word documents are easy for people to write and
Apr 23, 20265 min read21