Why convert PDF to Markdown for RAG?

Markdown preserves document structure (headings, lists, tables) that plain text loses, so chunking and embedding for RAG pipelines stay coherent. Docly converts text-based PDFs to table-aware Markdown in milliseconds and routes scanned PDFs through OCR first.