Unstructured

Unstructured extracts and preprocesses text from PDFs, Word docs, HTML, and images, handling complex layouts and tables so the output is actually usable in an LLM or RAG pipeline. Developers use it specifically because raw document parsing is a genuinely tedious problem that this library has already solved for most common formats.