document-vision-reader

Extract data from a scanned PDF or PPTX by converting rendered pages into temporary screenshots and deriving answers from the visual content. This visual reading approach ensures you rely on visible evidence rather than unreliable text extraction.

Yes, you can read specific regions of a rendered document. The visual-first workflow creates a deterministic temporary workspace to capture only the required pages or regions, ensuring targeted evidence extraction from your files.

Visual reading for evidence extraction works with PDFs, PPT/PPTX decks, scanned documents, forms, and spreadsheets. It processes rendered non-plain-text files where the visual appearance matters for accurate data retrieval.

No, document-vision-reader does not leave temporary screenshot artifacts. It automatically cleans up temporary artifacts from the deterministic workspace after preparing your answer, unless you explicitly ask to keep them.

Use a visual-first workflow over plain text extraction for forms when the rendered appearance matters. Converting files to screenshots ensures accurate field lookups and summaries from what is visually shown, bypassing unreliable text extraction.

The best way to answer queries from rendered spreadsheet content is converting the file to temporary screenshots and inspecting the images. This visual reading method derives accurate answers directly from the visible layout and formatting.