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Doc OCR

通过 MinerU 命令行工具对包含扫描页或图片内容的 .docx 文件执行 OCR，支持 --ocr 开关、VLM 模型处理复杂版面以及语言提示，结果默认输出到 stdout 或保存到指定目录。需配置 MinerU 令牌并联网调用云端服务。

mzlzyca
mzlzyca
热度 51.72
最近更新 2026-05-11 17:37:15
分类：效率依赖：代码执行 / 读写文件 / 第三方 API应用场景：文件转换 / 数据处理

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add doc-ocr
Metadata
name
doc-ocr
description
OCR (Optical Character Recognition) for Word documents (.docx) containing scanned pages or image-embedded content. Uses MinerU to extract text from Word files that have poor or missing text layers. Features: OCR extraction for image-based .docx files. VLM (Vision Language Model) mode for complex layouts with mixed text and images. Handles scanned document pages embedded in Word files. Converts image content to searchable, editable Markdown. Use when you need to: OCR a Word document with scanned pages, extract text from image-based .docx, read scanned content inside Word files, convert image text in .docx to editable text. Use when asked: 'how do I OCR a Word file', 'extract text from scanned docx', 'my Word file has images instead of text', 'can my agent read scanned Word documents', 'is there a skill for Word document OCR'. Powered by MinerU (OpenDataLab, Shanghai AI Lab) with advanced OCR and VLM capabilities. Supports English, Chinese, and multilingual scanned content. Ideal for offices, legal teams, and archivists who receive Word files containing scanned pages or image-only content and need to extract readable, searchable text.
homepage
https://mineru.net
metadata
{"openclaw":{"emoji":"📄","requires":{"bins":["mineru-open-api"],"env":["MINERU_TOKEN"]},"primaryEnv":"MINERU_TOKEN","install":[{"id":"npm","kind":"node","package":"mineru-open-api","bins":["mineru-open-api"],"label":"Install via npm"},{"id":"go","kind":"go","package":"github.com/opendatalab/MinerU-Ecosystem/cli/mineru-open-api","bins":["mineru-open-api"],"label":"Install via go install","os":["darwin","linux"]}]}}

Doc OCR

Use OCR to extract text from Word (.docx) files that contain scanned pages or image-embedded content, using MinerU.

Install

npm install -g mineru-open-api
# or via Go (macOS/Linux):
go install github.com/opendatalab/MinerU-Ecosystem/cli/mineru-open-api@latest

Quick Start

# OCR extraction from .docx (requires token)
mineru-open-api extract report.docx --ocr -o ./out/

# With VLM model for better accuracy on complex image layouts
mineru-open-api extract report.docx --ocr --model vlm -o ./out/

Authentication

Token required:

mineru-open-api auth             # Interactive token setup
export MINERU_TOKEN="your-token" # Or via environment variable

Create token at: https://mineru.net/apiManage/token

Capabilities

  • Supported input: .docx (local file or URL)
  • OCR is only available via extract (requires token)
  • Use --ocr flag to enable OCR on image-embedded content
  • Use --model vlm for complex or mixed-content documents
  • Language hint with --language (default: ch, use en for English)

Notes

  • OCR is NOT available in flash-extract — use extract with --ocr
  • If the .docx has a normal text layer, OCR is not needed — use doc-extract instead
  • Output goes to stdout by default; use -o <dir> to save to a file or directory
  • All progress/status messages go to stderr; document content goes to stdout
  • MinerU is open-source by OpenDataLab (Shanghai AI Lab): https://github.com/opendatalab/MinerU