If the PDF has a text layer, a layout-aware rule-based approach built on pdfminer.six/pdfplumber is lightweight, highly deterministic and low-cost to run; if it is a scanned document or a highly visual document, an OCR or ML pipeline (Docling, Marker, MinerU) is needed, at the cost of compute overhead.