OCR

The OCR model is a vision-language reader. It takes the crops produced by layout and turns each region into machine-readable text. Convert on the Middleware API uses it for scans, photographed pages, and native PDFs that still need structure recovered.

Configuration

Setting	How it is configured
Routing	Each crop is sent to a task chosen from its layout type, not to one generic prompt.
Text	Body copy, titles, headings, headers, footers, and footnotes use a general reading task.
Tables	A dedicated table pass. Output is structured tables, not a flattened paragraph.
Formulas	A dedicated formula pass. Output is mathematical notation.
Charts	A dedicated chart pass. Output is the chart’s structure and values.
Seals	A dedicated seal pass for stamps and chops.
Figures	Images use a separate vision-language description pass.
Serving	AiQL selects the checkpoint and timeouts. Customers do not pick an OCR model.

Applications

Platform

Models

SDKs

Configuration

​Configuration

Configuration