PDF Text Extraction

Extract text from scanned and native PDFs into markdown format.

30|5|Updated Jan 14, 2026
One-click install
npx skills add https://github.com/allenai/asta-plugins --skill pdf-text-extraction
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: PDF Text Extraction
Source: https://github.com/allenai/asta-plugins/tree/main/plugins/asta-preview/skills/pdf-extraction
Command: npx skills add https://github.com/allenai/asta-plugins --skill pdf-text-extraction

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires olmOCR, uv, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill allows users to extract high-quality, machine-readable text from PDF files, including scanned documents and complex layouts, simplifying data retrieval and analysis.

Core Features & Use Cases

  • Text extraction from scanned and native PDFs demonstrating OCR technology.
  • Batch processing and large-scale extraction using cloud-based olmOCR.
  • Use case: Extract text from research papers or scanned forms for indexing or review, enabling automated editing, searching, or summarization.

Quick Start

Use the PDF text extraction skill to process a document by running a command to extract text from a scanned PDF and saving the output for review.

Frequently Asked Questions about PDF Text Extraction

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

FAQPage Schema
How do I extract text from scanned PDF documents for indexing?

You can extract text from scanned PDFs using OCR engines that convert document images into machine-readable text. The output is provided in markdown format, making it highly accessible for downstream indexing and data mining tasks.

Can I process a large batch of PDF files for enterprise-scale digitization?

Yes, you can batch process large volumes of PDFs for enterprise-scale document digitization. The skill supports S3 workflows and cloud-based olmOCR to handle high-volume extraction efficiently across many files at once.

Does this text extraction tool work with both native and scanned PDFs?

Yes, this text extraction works with both native and scanned PDFs. It leverages olmOCR to handle complex layouts and scanned images, ensuring high-quality, machine-readable text output regardless of the original document type.

What is the best way to convert complex PDF layouts into editable markdown?

Using an OCR engine specifically designed for document digitization is the best way to convert complex PDF layouts into editable markdown. This method accurately captures text from intricate pages and structures it for automated editing.

Do I need olmOCR to run large-scale PDF text extraction?

Yes, you need olmOCR and uv to run this PDF text extraction skill. OlmOCR serves as the core OCR engine for processing scanned documents and complex layouts, while uv manages the environment setup.