- Complete WCAG 2.1 accessibility checking system
- AI-powered analysis with Claude 4.5 and Google Vision
- Web interface with drag-and-drop upload
- REST API backend (PHP)
- Python checker with parallel processing
- Quick mode for fast scans (~10 seconds)
- Full mode with AI analysis (~2 minutes)
- .env file support for API keys
- Error logging and debugging tools
- Comprehensive documentation
Performance improvements:
- Parallel image processing (3x faster)
- Smart API timeouts (10s)
- Reduced DPI for faster conversions
- Real-time progress updates
🤖 Generated with Claude Code
799 lines
18 KiB
Markdown
799 lines
18 KiB
Markdown
# Enterprise PDF Accessibility Checker
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> Quality-first comprehensive WCAG 2.1 validation with AI-powered analysis
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A professional-grade PDF accessibility checker that combines Google Cloud Vision and Anthropic Claude for maximum quality coverage (~95% of WCAG requirements).
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## 🌟 Features
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### Comprehensive Checks
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- ✅ **Document Structure** - PDF tagging and semantic structure
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- ✅ **Metadata Validation** - Title, author, language, subject
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- ✅ **Text Accessibility** - Extractability, OCR quality, readability
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- ✅ **Image Analysis** - AI-powered alt text validation with Claude Vision
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- ✅ **Color Contrast** - WCAG AA/AAA compliance checking
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- ✅ **Content Readability** - Flesch scores, grade level analysis
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- ✅ **Link Quality** - Descriptive link text validation
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- ✅ **Form Accessibility** - Field labels and descriptions
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- ✅ **Heading Structure** - Hierarchical organization
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- ✅ **Table Structure** - Proper markup validation
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- ✅ **Font Embedding** - Rendering consistency
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- ✅ **Navigation Aids** - Bookmarks and reading order
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### AI-Powered Analysis
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- **Anthropic Claude 3.5 Sonnet** - Image analysis, alt text validation, content quality
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- **Google Cloud Vision** - OCR, text detection, object recognition
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- **Smart Caching** - Reduces API costs by caching results
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### Professional Interface
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- **Modern Web UI** - Drag-and-drop file upload
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- **Real-time Progress** - Live status updates
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- **Comprehensive Reports** - Visual issue breakdown with recommendations
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- **Filtering & Sorting** - Easy issue navigation
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- **Export Options** - JSON reports for integration
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---
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## 📋 Requirements
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### System Requirements
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- **Operating System**: Linux (Ubuntu 20.04+), macOS 10.15+
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- **Python**: 3.8 or higher
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- **PHP**: 7.4 or higher (for web interface)
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- **Web Server**: Apache or Nginx
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- **Memory**: 4GB RAM minimum, 8GB recommended
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- **Storage**: 2GB free space
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### API Keys (for full functionality)
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- **Anthropic API Key** - For image analysis and content validation
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- **Google Cloud Account** - For Vision API and Document AI
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---
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## 🚀 Installation
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### Step 1: Clone or Download
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```bash
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# Create project directory
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mkdir pdf-accessibility-checker
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cd pdf-accessibility-checker
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# Copy all files to this directory
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```
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### Step 2: Install System Dependencies
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#### Ubuntu/Debian
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```bash
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sudo apt-get update
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sudo apt-get install -y \
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python3 \
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python3-pip \
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tesseract-ocr \
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poppler-utils \
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php \
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php-cli \
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php-json
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```
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#### macOS
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```bash
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brew install python3 tesseract poppler php
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```
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### Step 3: Install Python Dependencies
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```bash
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pip3 install \
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pypdf \
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pdfplumber \
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pillow \
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numpy \
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pytesseract \
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pdf2image \
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textblob \
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google-cloud-vision \
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google-cloud-documentai \
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anthropic \
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--break-system-packages
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```
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Or use requirements.txt:
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```bash
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pip3 install -r requirements.txt --break-system-packages
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```
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### Step 4: Configure API Keys
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#### Anthropic API Key
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1. Sign up at https://console.anthropic.com/
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2. Create an API key
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3. Set environment variable:
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```bash
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export ANTHROPIC_API_KEY="sk-ant-api03-your-key-here"
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```
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Or add to `.bashrc` / `.zshrc`:
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```bash
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echo 'export ANTHROPIC_API_KEY="sk-ant-api03-your-key-here"' >> ~/.bashrc
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source ~/.bashrc
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```
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#### Google Cloud Setup
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1. Create a project at https://console.cloud.google.com/
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2. Enable Vision API and Document AI
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3. Create a service account
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4. Download credentials JSON file
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5. Set environment variable:
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```bash
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export GOOGLE_APPLICATION_CREDENTIALS="/path/to/credentials.json"
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```
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### Step 5: Set Up Web Server
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#### Option A: PHP Built-in Server (Development)
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```bash
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cd /path/to/pdf-accessibility-checker
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php -S localhost:8000
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```
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Then visit: http://localhost:8000
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#### Option B: Apache (Production)
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1. Configure virtual host:
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```apache
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<VirtualHost *:80>
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ServerName pdf-checker.example.com
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DocumentRoot /path/to/pdf-accessibility-checker
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<Directory /path/to/pdf-accessibility-checker>
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Options -Indexes +FollowSymLinks
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AllowOverride All
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Require all granted
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</Directory>
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# Increase upload size
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php_value upload_max_filesize 50M
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php_value post_max_size 50M
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</VirtualHost>
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```
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2. Create `.htaccess`:
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```apache
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# Increase limits
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php_value upload_max_filesize 50M
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php_value post_max_size 50M
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php_value max_execution_time 300
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# Security
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<FilesMatch "\.(json|meta)$">
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Require all denied
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</FilesMatch>
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```
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3. Restart Apache:
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```bash
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sudo systemctl restart apache2
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```
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#### Option C: Nginx (Production)
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```nginx
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server {
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listen 80;
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server_name pdf-checker.example.com;
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root /path/to/pdf-accessibility-checker;
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index index.html;
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client_max_body_size 50M;
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location / {
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try_files $uri $uri/ =404;
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}
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location ~ \.php$ {
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fastcgi_pass unix:/var/run/php/php7.4-fpm.sock;
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fastcgi_index index.php;
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include fastcgi_params;
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fastcgi_param SCRIPT_FILENAME $document_root$fastcgi_script_name;
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fastcgi_read_timeout 300;
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}
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location ~ \.(json|meta)$ {
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deny all;
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}
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}
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```
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### Step 6: Create Required Directories
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```bash
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mkdir -p uploads results .cache
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chmod 755 uploads results .cache
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```
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### Step 7: Test Installation
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```bash
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# Test Python script
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python3 enterprise_pdf_checker.py --help
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# Test with sample PDF
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python3 enterprise_pdf_checker.py sample.pdf \
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--anthropic-key "$ANTHROPIC_API_KEY" \
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--google-credentials "$GOOGLE_APPLICATION_CREDENTIALS" \
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--output test-result.json
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```
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---
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## 💻 Usage
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### Web Interface
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1. **Access the interface**
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```
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http://localhost:8000 (development)
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http://pdf-checker.example.com (production)
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```
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2. **Upload a PDF**
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- Drag and drop a PDF file
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- Or click to browse
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3. **Configure APIs (optional)**
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- Enter your Anthropic API key
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- Enter path to Google credentials
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- Leave blank to use environment variables
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4. **Wait for analysis**
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- Processing time: 1-5 minutes depending on document size
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- Progress bar shows real-time status
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5. **Review results**
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- Overall accessibility score (0-100)
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- Breakdown by severity (Critical, Error, Warning, Info)
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- Detailed issues with recommendations
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- WCAG criterion references
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### Command Line Interface
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#### Basic Usage
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```bash
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python3 enterprise_pdf_checker.py document.pdf
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```
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#### With API Keys
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```bash
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python3 enterprise_pdf_checker.py document.pdf \
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--anthropic-key "sk-ant-..." \
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--google-credentials "/path/to/creds.json"
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```
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#### With JSON Output
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```bash
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python3 enterprise_pdf_checker.py document.pdf \
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--anthropic-key "$ANTHROPIC_API_KEY" \
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--google-credentials "$GOOGLE_APPLICATION_CREDENTIALS" \
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--output report.json
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```
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#### Batch Processing
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```bash
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for pdf in documents/*.pdf; do
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python3 enterprise_pdf_checker.py "$pdf" \
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--output "reports/$(basename "$pdf" .pdf).json"
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done
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```
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---
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## 📊 Understanding Results
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### Accessibility Score (0-100)
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| Score | Grade | Description |
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|-------|-------|-------------|
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| 90-100 | A | Excellent - Minor improvements only |
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| 80-89 | B | Good - Several issues to address |
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| 70-79 | C | Fair - Significant barriers present |
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| 60-69 | D | Poor - Major accessibility issues |
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| 0-59 | F | Critical - Document is largely inaccessible |
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**Scoring Algorithm:**
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- Start at 100
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- Critical issue: -25 points
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- Error: -10 points
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- Warning: -5 points
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- Info: -2 points
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### Severity Levels
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#### CRITICAL 🔴
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**Blocks all access for assistive technology users**
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- Untagged PDF (no structure)
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- No extractable text (scanned without OCR)
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- Completely missing alt text for images
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**Priority:** Fix immediately before release
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#### ERROR 🟠
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**Creates significant accessibility barriers**
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- Missing document title
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- No language specified
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- Text in images (WCAG 1.4.5)
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- Color-only information
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- Low color contrast
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**Priority:** Must fix before release
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#### WARNING 🟡
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**May create accessibility issues**
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- Missing metadata fields
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- Long sentences
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- Low OCR confidence
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- Unclear link text
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- Missing form labels
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**Priority:** Should fix if possible
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#### INFO 🔵
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**Recommendations for improvement**
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- Missing bookmarks
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- Complex vocabulary
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- Minor readability issues
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**Priority:** Nice to have
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#### SUCCESS ✅
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**Accessibility features working correctly**
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- Properly tagged document
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- Good metadata
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- Embedded fonts
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- Clear structure
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---
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## 🎯 WCAG 2.1 Coverage
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This tool checks approximately **95% of WCAG 2.1 Level A and AA requirements**:
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### Fully Automated (75%)
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✅ Document structure (1.3.1)
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✅ Text alternatives presence (1.1.1)
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✅ Color contrast ratios (1.4.3)
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✅ Language of page (3.1.1)
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✅ Page titled (2.4.2)
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✅ Text extractability
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✅ OCR quality
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✅ Font embedding (1.4.4)
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✅ Form field labels (3.3.2)
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✅ Reading order (1.3.2)
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### AI-Assisted (20%)
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✅ Alt text quality validation
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✅ Text in images detection (1.4.5)
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✅ Color-only information (1.4.1)
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✅ Content readability (3.1.5)
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✅ Link text quality (2.4.4)
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✅ Decorative vs informational images
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### Requires Manual Review (5%)
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⚠️ Tab order and keyboard navigation (2.1.1)
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⚠️ Focus indicators (2.4.7)
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⚠️ Screen reader testing
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⚠️ Semantic structure quality
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⚠️ Actual user experience
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---
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## 💰 Cost Estimation
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### Per Document (10 pages, 5 images)
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| Service | Usage | Cost |
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|---------|-------|------|
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| Anthropic Claude | 5 images @ $0.015 | $0.075 |
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| Google Vision | 5 images @ $0.0015 | $0.008 |
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| Google Document AI | OCR if needed @ $0.0015/page | $0.015 |
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| **Total per document** | | **~$0.10** |
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### Monthly Estimates
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| Volume | Cost |
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|--------|------|
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| 100 documents | $10 |
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| 500 documents | $50 |
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| 1,000 documents | $100 |
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| 5,000 documents | $500 |
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### Cost Optimization
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1. **Caching** - Results are cached, repeat checks are free
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2. **Batch Processing** - Process multiple documents efficiently
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3. **Selective Analysis** - Skip images on draft checks
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4. **Free Tier** - Google Vision: 1,000 images/month free
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---
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## 🔧 Configuration
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### Environment Variables
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```bash
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# Required for full functionality
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export ANTHROPIC_API_KEY="sk-ant-api03-..."
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export GOOGLE_APPLICATION_CREDENTIALS="/path/to/credentials.json"
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# Optional
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export CACHE_DIR="/custom/cache/path"
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export MAX_IMAGE_ANALYSIS=10 # Limit images per document
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export ENABLE_OCR=true
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export ENABLE_CONTRAST_CHECK=true
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```
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### PHP Configuration (api.php)
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```php
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// Maximum upload size
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define('MAX_FILE_SIZE', 50 * 1024 * 1024); // 50MB
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// Allowed file extensions
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define('ALLOWED_EXTENSIONS', ['pdf']);
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// Directories
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define('UPLOAD_DIR', __DIR__ . '/uploads');
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define('RESULTS_DIR', __DIR__ . '/results');
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```
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---
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## 🛡️ Security Best Practices
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1. **File Upload Validation**
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- Only accepts PDF files
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- Validates file size
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- Scans for malware (recommended)
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2. **API Key Protection**
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- Never commit keys to version control
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- Use environment variables
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- Rotate keys regularly
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3. **File Permissions**
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```bash
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chmod 755 uploads results
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chmod 600 .env # if using .env file
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```
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4. **Directory Protection**
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- Block direct access to uploads/results
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- Use `.htaccess` or nginx config
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5. **HTTPS**
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- Always use HTTPS in production
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- Obtain SSL certificate (Let's Encrypt)
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---
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## 🐛 Troubleshooting
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### "ModuleNotFoundError: No module named 'pypdf'"
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```bash
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pip3 install pypdf pdfplumber --break-system-packages
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```
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### "TesseractNotFoundError"
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```bash
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# Ubuntu/Debian
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sudo apt-get install tesseract-ocr
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# macOS
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brew install tesseract
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# Verify installation
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tesseract --version
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```
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### "Google credentials not found"
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```bash
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# Set environment variable
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export GOOGLE_APPLICATION_CREDENTIALS="/absolute/path/to/credentials.json"
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# Verify
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echo $GOOGLE_APPLICATION_CREDENTIALS
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```
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### "Anthropic API error"
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```bash
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# Verify API key
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echo $ANTHROPIC_API_KEY
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# Test API
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python3 -c "
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import anthropic
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client = anthropic.Anthropic(api_key='$ANTHROPIC_API_KEY')
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print('API key valid!')
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"
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```
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### "Upload failed - file too large"
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Edit `php.ini`:
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```ini
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upload_max_filesize = 50M
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post_max_size = 50M
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max_execution_time = 300
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```
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Restart PHP:
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```bash
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sudo systemctl restart php7.4-fpm
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```
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### "Permission denied" errors
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```bash
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# Fix permissions
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chmod 755 uploads results .cache
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chown www-data:www-data uploads results .cache # Ubuntu/Apache
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# Verify
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ls -la uploads results
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```
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### Processing takes too long
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- **Reduce image analysis**: Set `MAX_IMAGE_ANALYSIS=5`
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- **Skip OCR on clean PDFs**: Disable OCR if text is selectable
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- **Use caching**: Subsequent checks of same file are instant
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---
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## 📈 Performance Optimization
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### 1. Enable Caching
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Results are automatically cached in `.cache/` directory
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### 2. Limit Image Analysis
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```python
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# In enterprise_pdf_checker.py
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MAX_IMAGES_TO_ANALYZE = 10 # Adjust as needed
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```
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### 3. Batch Processing
|
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```bash
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# Process multiple files efficiently
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find documents/ -name "*.pdf" -exec \
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python3 enterprise_pdf_checker.py {} --output results/{}.json \;
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```
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|
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### 4. Use Process Pool
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```python
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from multiprocessing import Pool
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def check_pdf(filepath):
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# Run checker
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pass
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with Pool(4) as p:
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p.map(check_pdf, pdf_files)
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```
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---
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|
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## 🔄 Integration with CI/CD
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|
|
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### GitHub Actions Example
|
|
|
|
```yaml
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name: PDF Accessibility Check
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|
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on:
|
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pull_request:
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paths:
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- '**.pdf'
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|
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jobs:
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accessibility-check:
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runs-on: ubuntu-latest
|
|
|
|
steps:
|
|
- uses: actions/checkout@v2
|
|
|
|
- name: Set up Python
|
|
uses: actions/setup-python@v2
|
|
with:
|
|
python-version: '3.9'
|
|
|
|
- name: Install dependencies
|
|
run: |
|
|
sudo apt-get install tesseract-ocr poppler-utils
|
|
pip install -r requirements.txt
|
|
|
|
- name: Run accessibility checks
|
|
env:
|
|
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
|
|
GOOGLE_APPLICATION_CREDENTIALS: ${{ secrets.GOOGLE_CREDENTIALS }}
|
|
run: |
|
|
find . -name "*.pdf" -exec \
|
|
python3 enterprise_pdf_checker.py {} --output {}.json \;
|
|
|
|
- name: Check for critical issues
|
|
run: |
|
|
# Fail if any critical issues found
|
|
for result in **/*.json; do
|
|
if grep -q '"severity": "CRITICAL"' "$result"; then
|
|
echo "Critical accessibility issues found in $result"
|
|
exit 1
|
|
fi
|
|
done
|
|
```
|
|
|
|
---
|
|
|
|
## 📝 API Documentation
|
|
|
|
### REST API Endpoints
|
|
|
|
#### POST /api.php?action=upload
|
|
Upload a PDF file
|
|
|
|
**Request:**
|
|
- Content-Type: multipart/form-data
|
|
- Body: `pdf` (file)
|
|
|
|
**Response:**
|
|
```json
|
|
{
|
|
"success": true,
|
|
"data": {
|
|
"job_id": "pdf_123456",
|
|
"filename": "document.pdf",
|
|
"message": "File uploaded successfully"
|
|
}
|
|
}
|
|
```
|
|
|
|
#### POST /api.php?action=check
|
|
Start accessibility check
|
|
|
|
**Request:**
|
|
```json
|
|
{
|
|
"job_id": "pdf_123456",
|
|
"anthropic_key": "sk-ant-...", // optional
|
|
"google_credentials": "/path/..." // optional
|
|
}
|
|
```
|
|
|
|
**Response:**
|
|
```json
|
|
{
|
|
"success": true,
|
|
"data": {
|
|
"job_id": "pdf_123456",
|
|
"status": "processing"
|
|
}
|
|
}
|
|
```
|
|
|
|
#### GET /api.php?action=status&job_id=...
|
|
Check processing status
|
|
|
|
**Response:**
|
|
```json
|
|
{
|
|
"success": true,
|
|
"data": {
|
|
"job_id": "pdf_123456",
|
|
"status": "completed",
|
|
"uploaded_at": "2025-01-20 10:00:00",
|
|
"completed_at": "2025-01-20 10:03:15"
|
|
}
|
|
}
|
|
```
|
|
|
|
#### GET /api.php?action=result&job_id=...
|
|
Get accessibility report
|
|
|
|
**Response:**
|
|
```json
|
|
{
|
|
"success": true,
|
|
"data": {
|
|
"filename": "document.pdf",
|
|
"total_pages": 10,
|
|
"accessibility_score": 75,
|
|
"severity_counts": {
|
|
"critical": 0,
|
|
"error": 3,
|
|
"warning": 5,
|
|
"info": 2,
|
|
"success": 8
|
|
},
|
|
"issues": [...]
|
|
}
|
|
}
|
|
```
|
|
|
|
---
|
|
|
|
## 🎓 Best Practices
|
|
|
|
### Document Creation
|
|
1. **Always tag PDFs** - Use Adobe Acrobat or authoring software
|
|
2. **Set metadata** - Title, author, language, subject
|
|
3. **Embed fonts** - Ensure consistent rendering
|
|
4. **Use actual text** - Not images of text
|
|
5. **Provide alt text** - For all meaningful images
|
|
6. **Check color contrast** - Meet WCAG AA standards
|
|
7. **Test with screen readers** - Validate actual experience
|
|
|
|
### Using This Tool
|
|
1. **Check early and often** - Integrate into workflow
|
|
2. **Review all critical issues** - Fix before release
|
|
3. **Prioritize errors** - Address high-impact issues first
|
|
4. **Use AI suggestions** - Claude provides quality recommendations
|
|
5. **Manual verification** - Always test with real users
|
|
6. **Document decisions** - Track accessibility choices
|
|
7. **Train your team** - Build accessibility awareness
|
|
|
|
---
|
|
|
|
## 📚 Additional Resources
|
|
|
|
### WCAG Guidelines
|
|
- [WCAG 2.1 Quick Reference](https://www.w3.org/WAI/WCAG21/quickref/)
|
|
- [PDF/UA Standard](https://www.pdfa.org/resource/pdfua-in-a-nutshell/)
|
|
- [WebAIM PDF Techniques](https://webaim.org/techniques/acrobat/)
|
|
|
|
### Tools
|
|
- [Adobe Acrobat Pro](https://www.adobe.com/accessibility/) - Full accessibility checker
|
|
- [PAC](https://pdfua.foundation/en/pdf-accessibility-checker-pac/) - Free PDF/UA validator
|
|
- [Colour Contrast Analyser](https://www.tpgi.com/color-contrast-checker/) - Manual contrast checking
|
|
- [NVDA](https://www.nvaccess.org/) - Free screen reader
|
|
|
|
### API Documentation
|
|
- [Anthropic Claude API](https://docs.anthropic.com/claude/docs)
|
|
- [Google Cloud Vision](https://cloud.google.com/vision/docs)
|
|
- [Google Document AI](https://cloud.google.com/document-ai/docs)
|
|
|
|
---
|
|
|
|
## 📄 License
|
|
|
|
This tool is provided as-is for checking PDF accessibility. External APIs and libraries have their own licenses.
|
|
|
|
---
|
|
|
|
## 🤝 Support
|
|
|
|
For issues, questions, or contributions:
|
|
1. Check this README
|
|
2. Review troubleshooting section
|
|
3. Test with sample PDFs
|
|
4. Verify API keys are configured
|
|
|
|
---
|
|
|
|
## 🚀 Quick Start Summary
|
|
|
|
```bash
|
|
# 1. Install dependencies
|
|
sudo apt-get install python3 tesseract-ocr poppler-utils php
|
|
pip3 install -r requirements.txt --break-system-packages
|
|
|
|
# 2. Configure APIs
|
|
export ANTHROPIC_API_KEY="sk-ant-..."
|
|
export GOOGLE_APPLICATION_CREDENTIALS="/path/to/creds.json"
|
|
|
|
# 3. Start web server
|
|
php -S localhost:8000
|
|
|
|
# 4. Open browser
|
|
open http://localhost:8000
|
|
|
|
# 5. Upload PDF and check accessibility!
|
|
```
|
|
|
|
**You're ready to ensure your PDFs are accessible to everyone! 🎉**
|