Lecture 13: PDF Intelligent Processing Skill Development
Lecture 13: PDF Intelligent Processing Skill Development
Master PDF document automated processing skills, achieve content extraction, format conversion, merge and split operations, make PDF processing no longer tedious.
1. Scenario Analysis
1.1 User Pain Points
PDF is one of the most commonly used document formats in office work, but processing is often troublesome:
- Difficult content extraction: PDF has fixed format, cannot be directly copied and edited, need special tools to extract text
- Complex format conversion: PDF to Word/Excel often has layout mess
- Tedious merge and split: Multiple PDFs need to be merged, or one large PDF needs to be split into several small files
- Inefficient batch processing: Hundreds of PDFs need uniform watermark or encryption, manual operation is unrealistic
- Inconvenient information search: Searching specific content among large numbers of PDFs is inefficient
1.2 Typical Application Scenarios
| Scenario | Requirements | Skill Value |
|---|---|---|
| Contract Management | Batch extract contract key info (amount, date, terms) | Automated information extraction |
| Invoice Processing | Recognize invoice PDF content, enter financial system | OCR + data extraction |
| Report Merge | Merge multiple department reports into one complete document | One-click merge |
| Document Archiving | Split scanned documents by rules, classified storage | Intelligent split archiving |
| Content Review | Check PDFs for sensitive information | Auto scan and mark |
2. Core Function Design
2.1 Skill Function Architecture
1 | 📄 PDF Smart Assistant |
2.2 Technology Selection
Core tech stack for PDF processing:
| Function | Python Library | Description |
|---|---|---|
| Basic Operations | PyPDF2 / pypdf | Merge, split, rotate |
| Content Extraction | pdfplumber / PyMuPDF | Text, table extraction |
| Format Conversion | pdf2docx / pdf2image | Convert to Word/images |
| OCR Recognition | pytesseract + pdf2image | Scanned document recognition |
| Advanced Processing | ReportLab | Generate PDF, add watermark |
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3. Technical Implementation
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