Handwriting Image OCR
Extract handwritten text from an image URL and review uncertain characters without silent guessing.
@Aident10,139404Updated Aug 12, 2026
Works with
Handwriting Image OCR
Extract and review handwritten text from an image URL with Integration · Deepseek Ocr.
Workflow
- Require one reachable image URL. If the user supplied a local file, first use the runtime's approved asset-upload flow to obtain a short-lived URL; never expose a caller-local path to a hosted Action.
- Confirm the requested language, reading order, and whether printed text mixed with handwriting should also be retained.
- Inspect the live Action schema. Call it once with
imageUrl. - Present the extracted text before summarizing or correcting it.
- Mark uncertain characters with
[unclear]instead of silently guessing. Preserve line breaks, labels, and list structure when the returned text supports them.
Review checklist
- Compare names, dates, amounts, and symbols against the visible image when it is available to the agent.
- Distinguish transcription corrections from content edits.
- If the extraction is empty or visibly incomplete, report that limitation and ask for a clearer crop before retrying.
- Do not claim support for PDFs, local paths, cursive accuracy, layout coordinates, or a particular language unless the live Action establishes it.
Attribution
This native Loadout re-authoring narrows the original GLM handwriting workflow to the live DeepSeek OCR image-URL contract. GLM-specific credentials, scripts, PDF support, layout details, and accuracy claims were removed. See and .