Doc OCR

这是基于MinerU的Word文档OCR工具，核心功能是提取含扫描页、图片嵌入的.docx文件文本，支持VLM模式适配复杂混合布局，可将图像内容转为可编辑、可搜索的Markdown，兼容中英及多语言内容。典型场景：适合办公室、法务团队、档案人员处理此类无法直接编辑的Word文档。输入为本地或URL的.docx文件，输出为结构化文本，需MinerU Token验证。

mzlzyca

热度 51.79

最近更新 2026-05-11 17:37:15

分类：效率依赖：第三方 API / 读写文件应用场景：文件转换

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