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Extract text and tables from PDF documents using pypdf and pdfplumber.

1|Updated Nov 13, 2023
Search Tags:#pdf#document generation#text extraction#table extraction#pdf merging#pdf splitting
One-click install
npx skills add https://github.com/LeoTechPro/intTools --skill pdf-leotechpro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pdf
Source: https://github.com/LeoTechPro/intTools/tree/main/codex/assets/codex-home/skills/pdf
Command: npx skills add https://github.com/LeoTechPro/intTools --skill pdf-leotechpro

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, reportlab, poppler-utils, qpdf, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenges of working with PDF documents, including extracting text and tables, merging, splitting, and creating PDFs programmatically.

Core Features & Use Cases

  • Text Extraction: Retrieve all textual content from PDF pages.
  • Table Extraction: Identify and extract tabular data from PDFs into structured formats like DataFrames.
  • PDF Creation: Generate new PDF documents from scratch using code.
  • PDF Merging & Splitting: Combine multiple PDF files into one or divide a single PDF into multiple files.
  • Use Case: Automate the process of compiling reports by merging several PDF documents, or extract key data points from scanned invoices.

Quick Start

Use the pdf skill to extract all text from the attached file 'document.pdf'.

Frequently Asked Questions about pdf

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

FAQPage Schema
How do I extract tables from PDF files into structured formats?▼

To extract tables from PDF files into structured formats like DataFrames, use pdfplumber to identify and retrieve tabular data programmatically. This enables automated data extraction from documents such as invoices for downstream processing.

What is the best way to merge multiple PDF documents into one file?▼

The best way to merge multiple PDF documents into one file is using pypdf to combine pages programmatically. This automates compiling reports by joining several PDFs into a single document output.

How do I generate new PDF documents from scratch using Python?▼

To generate new PDF documents from scratch using Python, leverage the reportlab library for PDF creation. This supports building custom document layouts and content programmatically without needing pre-existing files.

Does pdfplumber work for extracting text alongside tables from the same PDF?▼

Yes, pdfplumber works for extracting text alongside tables from the same PDF by providing dedicated methods for both. You can retrieve all textual content from pages and separately identify tabular data into DataFrames.

What are the limitations of using pypdf for PDF splitting operations?▼

While pypdf handles PDF splitting by dividing a single PDF into multiple files, its limitations include potential issues with complex encrypted documents. For advanced manipulation, combining it with qpdf offers more robust splitting capabilities.

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