multi-lang-ocr

Extract text from images using macOS Vision Framework or RapidOCR.

36|2|Updated Feb 9, 2026
One-click install
npx skills add https://github.com/malue-ai/dazee-small --skill multi-lang-ocr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: multi-lang-ocr
Source: https://github.com/malue-ai/dazee-small/tree/main/instances/xiaodazi/skills/multi-lang-ocr
Command: npx skills add https://github.com/malue-ai/dazee-small --skill multi-lang-ocr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires rapidocr-onnxruntime, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill allows you to extract text from images, screenshots, and scanned documents without uploading them, ensuring your data remains private.

Core Features & Use Cases

  • Multi-language Support: Recognizes and extracts text in Chinese, English, Japanese, Korean, and mixed-language content.
  • Local Processing: Operates entirely on your machine for enhanced privacy and security.
  • Use Case: Quickly get text from a photo of a sign, a scanned receipt, or a screenshot of a webpage.

Quick Start

Use the multi-lang-ocr skill to extract text from the image file located at /Users/user/Documents/screenshot.png.

Frequently Asked Questions about multi-lang-ocr

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract text from a scanned document or screenshot without uploading it?

You can extract text from scanned documents and screenshots without uploading by using local OCR processing. This Skill runs entirely on your machine, ensuring your image data remains private and secure while outputting editable text content.

Can I perform multilingual OCR on images containing mixed Chinese, English, Japanese, and Korean text?

Yes, multilingual OCR supports recognizing and extracting mixed-language text. It handles content containing Chinese, English, Japanese, and Korean characters simultaneously, making it suitable for digitizing multilingual signs, receipts, or webpage screenshots.

Does local image to text extraction require an internet connection or cloud API?

No, local image to text extraction operates entirely offline. It leverages on-device frameworks like macOS Vision Framework or RapidOCR, ensuring your scanned documents and screenshots are processed without needing an internet connection or cloud API.

What is the best way to digitize text from a photo saved locally on macOS?

The best way to digitize text from a local photo on macOS is using local OCR. This Skill processes image files directly on your machine using the macOS Vision Framework, extracting text content while maintaining strict data privacy.

Are there limitations when using RapidOCR for multilingual text recognition?

RapidOCR handles multilingual text recognition but is limited to the languages supported by its models, specifically Chinese, English, Japanese, and Korean. It requires local processing resources and works best with clear image files, screenshots, and scanned documents.

What image file formats are supported for local OCR text extraction?

Local OCR text extraction processes standard image files, screenshots, and scanned documents. It uses local processing engines to recognize text content from these visual inputs, allowing you to digitize data from various captured visual formats.