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Get Started Free →Extract text and tables from PDF files, fill PDF forms, and merge multiple PDFs. Use when working with PDF documents or when the user mentions PDFs, forms, or document extraction.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-17 | ✗→✓ | ▲ Improved | -76% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 198% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -76% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -77% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -80% | 0% |
Procedural knowledge for common PDF tasks.
Use scripts/extract.py to pull the text layer from a PDF:
bashpython scripts/extract.py input.pdf
Map field names to values and write a filled copy. See references/forms.md for the field-mapping conventions.
Concatenate several PDFs in order, preserving bookmarks where possible.
Other measured skills in the registry, with their headline benchmark lift.