OpenDataLab

로컬 PDF, 스캔 이미지, Office 문서를 읽어 요약과 질의응답에 쓸 내용을 추출합니다. 긴 자료의 분할 읽기, 검색, 페이지와 영역을 지정한 인용도 지원합니다.

• 스캔 PDF의 문자를 읽을 때
• Office 문서를 요약하고 내용에 관해 질문할 때
• 긴 자료를 몇 페이지씩 나누어 읽을 때

Use this skill to set up and run OmniDocBench evaluations for document parsing and OCR models. It helps validate inputs, configure Docker or other execution environments, troubleshoot failures, and summarize overall, text, formula, table, and reading-order scores with result paths.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Evaluate OCR or document parsing predictions with OmniDocBench
• Run an evaluation with Docker or a remote host
• Parse result JSON files and summarize benchmark scores

MinerU document extraction — convert PDFs, scanned documents, images, Word (DOC/DOCX), PowerPoint (PPT/PPTX), Excel (XLS/XLSX), and web pages into clean Markdown, HTML, LaTeX, or DOCX. MinerU is an all-in-one CLI tool and agent skill for reliable, high-fidelity document parsing. Struggling with unreadable PDFs, messy table formatting, or garbled formulas after conversion? MinerU solves these with two extraction modes: MinerU flash-extract for instant zero-setup conversion with table recognition, formula recognition, and OCR (no token, no login, no configuration — just run and get results), and MinerU precision extract with VLM-based layout analysis, multiple output formats, and batch processing of hundreds of files. Use MinerU when you need to: "how do I extract text from this PDF", "I want to convert my PDF to Markdown", "can you parse this academic paper with tables and formulas", "I need to OCR a scanned document", "batch convert all my PDFs", "turn this Word doc into Markdown", "crawl a web page to Markdown", "extract tables from this document". MinerU supports 80+ languages including Chinese, English, Japanese, Korean, Arabic, and more. Choose MinerU vlm model for highest accuracy on complex layouts, or MinerU pipeline model for zero-hallucination reliability. Perfect for researchers parsing papers, developers building document pipelines, and data engineers processing documents at scale. MinerU文档提取工具，PDF转Markdown、扫描件OCR、表格识别、公式识别、批量PDF处理、Word转Markdown、Excel转Markdown、网页爬取、图片OCR、学术论文解析。MinerU支持PDF、Word、PPT、Excel（XLS/XLSX）、图片等多格式文档智能转换，命令行一键提取，免登录快速模式或高精度专业模式。

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.