Intelligence · Component · office-document-processing

Office/PDF text extraction, scoped storage and document authoring

Working Synthetic data T5 · Document Scan & Extraction

What it does

Extract bounded text/structure from text-bearing PDF and OOXML, preview DOCX and author/inspect office artifacts. Spreadsheet checks detect missing sheet references and cached errors; they do not calculate formulas.

Core pattern

Bounded document extraction and authoring + previews and structural checks

Input
Office/PDF files or structured document content
Output
Extracted text, previews, authored documents and validation reports

Key parameters

NameTypeDefaultValues
operationstringextractextract · preview · author · validate · formula_check · pdf_render · upload_context
document_data———
extract_schema———
formatstringjsonjson · csv · markdown · html · pdf · xlsx · pptx · png · svg · text
max_pagesinteger2001–10000

Maturity and limits

Working

Native extraction tests plus concrete bundled author/inspect/validate scripts. Phase 2: source paths and implementation inspected statically; tests and external integrations were not executed. Maturity rates repository implementation, not a verified production deployment.

Scanned PDFs need a separate OCR engine; these PDF text extractors do not perform OCR. Static formula checks do not recalculate Excel formulas. ZIP expansion and document limits need resource controls.

2 sentences citing source paths or vendor names omitted for publication.

Industry tags

  • Legal servicesTransferable use

    For case-file organization and source-linked summaries, use bounded document extraction and authoring followed by previews and structural checks.

  • HealthcareTransferable use

    Support “Confirm and archive notes” with bounded document extraction and authoring followed by previews and structural checks.

Skills pack

Contract scaffold and deterministic mock

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SHA-256 d0ff4f0a5b19b5910a2105a43c6a5a74fb1b94fc6c1bca2a9da4e8260dab03f5

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