Nutrient Data Extraction

Use Nutrient DWS Extract for document-understanding workflows where you need typed elements (paragraphs, tables, formulas, pictures, key-value regions, handwriting) with bounding boxes — or a clean Markdown representation of the whole document.

When to use

• Build a RAG ingestion pipeline: PDF -> Markdown -> chunks -> embeddings.
• Index content for search or migrate documents into a new CMS.
• Extract structured fields from forms and invoices (key/value pairs, tables, semantic regions).
• Reconstruct page layout for downstream rendering or comparison.
• Run layout-aware document understanding (semantic paragraph roles, table cell spans, formulas in LaTeX, picture classification and alt descriptions).

This skill is only for /extraction/parse. For PDF generation, conversion, OCR, redaction, signing, watermarking, or any /build-based workflow, use the sibling document-processor-api skill.