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pdfsys-parser-mupdf

Text-ok extraction backend. This is the fast path for PDFs that the router classifies as having a clean embedded text layer (i.e. ocr_prob < threshold).

What it does

  1. Opens the PDF with PyMuPDF.
  2. Iterates every page, calling page.get_text("blocks", sort=True).
  3. Filters to text blocks (drops image blocks).
  4. Normalizes each block's bbox to [0, 1] coordinates.
  5. Produces one Segment per block, joined into an ExtractedDoc with merged Markdown.

Usage

from pdfsys_parser_mupdf import extract_doc

doc = extract_doc("path/to/clean.pdf")
print(doc.markdown[:500])
print(f"{doc.segment_count} segments, {doc.char_count} chars")

Scope

This backend intentionally does NOT:

  • Run OCR (that's what parser-pipeline and parser-vlm are for)
  • Use a layout model (not needed for text-ok PDFs)
  • Extract images or tables (image-heavy PDFs should be routed elsewhere)

It is the simplest possible extraction: unwrap PyMuPDF blocks into structured output.