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Extract text and tables from PDFs using Python libraries.

Updated Aug 27, 2026
Search Tags:#automation#pdf#python#forms#document-processing#text-extraction#table-extraction
One-click install
npx skills add https://github.com/xintuchain/tongtong --skill pdf-xintuchain
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pdf
Source: https://github.com/xintuchain/tongtong/tree/main/skills/pdf
Command: npx skills add https://github.com/xintuchain/tongtong --skill pdf-xintuchain

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PDF documents often require repetitive, manual tasks like text extraction, table capture, form handling, and document assembly. This Skill provides programmatic, scalable solutions to automate these workflows.

Core Features & Use Cases

  • Extract text and tables from PDFs for data analysis and reporting.
  • Create, merge, split, rotate pages, and assemble documents automatically.
  • Fill forms and automate common PDF processing tasks in batch workflows.

Quick Start

Extract text and tables from a sample PDF and export to CSV or XLSX.

Frequently Asked Questions about pdf

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

FAQPage Schema
How do I extract text and tables from PDF documents for data analysis?▼

You can extract text and tables from PDF documents programmatically using Python libraries like pdfplumber. This Skill automates the extraction of structured data from binary PDF streams, enabling batch processing and direct export to formats like CSV or XLSX for analysis.

Can I automate PDF form filling and document assembly in Python?▼

Yes, you can automate PDF form filling and document assembly in Python. This Skill leverages libraries like pypdf and reportlab to programmatically handle form fields, merge, split, and assemble documents without manual intervention.

What is the best way to batch process PDFs for automated document generation?▼

The best way to batch process PDFs for automated document generation is using deterministic Python scripts. This Skill operates on binary PDF streams to handle high-volume archiving, form processing, and text extraction workflows with built-in error handling.

Do I need prior Python experience to use this PDF processing Skill?▼

You do not need extensive prior Python experience to use this PDF processing Skill, but basic familiarity with running scripts helps. It abstracts the underlying logic of pypdf and reportlab, providing deterministic scripts with error handling for automated document workflows.

Why does PDF table extraction fail with multi-page documents?▼

PDF table extraction can fail with multi-page documents due to complex binary stream structures or irregular table borders. This Skill addresses these constraints by utilizing pdfplumber for structured table capture and incorporating error handling for batch processing workflows.

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