Update README.md

README.md

@@ -6,9 +6,237 @@ colorTo: pink
 sdk: gradio
 sdk_version: 5.35.0
 app_file: app.py
-pinned: false
+pinned: true
 license: mit
 short_description: 'ai powered web scrapping tool '
+thumbnail: >-
+  https://cdn-uploads.huggingface.co/production/uploads/6508b189ac5108b93a5f111b/MV3haSrhEtdlc5prx9rVO.png
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+title: AI-Powered Web Scraper
+emoji: 🤖
+colorFrom: blue
+colorTo: purple
+sdk: gradio
+sdk_version: 4.44.0
+app_file: app.py
+pinned: false
+license: apache-2.0
+python_version: 3.10
+suggested_hardware: t4-small
+suggested_storage: small
+short_description: Professional web content extraction and AI summarization tool for journalists, analysts, and researchers
+tags:
+
+web-scraping
+content-extraction
+ai-summarization
+journalism
+research
+analysis
+nlp
+bart
+content-analysis
+models:
+facebook/bart-large-cnn
+sshleifer/distilbart-cnn-12-6
+
+
+🤖 AI-Powered Web Scraper
+Professional-grade web content extraction and AI summarization tool designed for journalists, analysts, and researchers.
+🚀 Features
+🛡️ Security & Compliance
+
+Built-in URL validation and security checks
+Robots.txt compliance checking
+Protection against internal network access
+Input sanitization and validation
+
+🤖 AI-Powered Analysis
+
+Advanced content summarization using BART models
+Intelligent keyword extraction
+Content quality assessment
+Reading time estimation
+
+📊 Rich Metadata Extraction
+
+Article titles and authors
+Publication dates
+Meta descriptions
+Word count and reading metrics
+Social media metadata (Open Graph)
+
+💾 Export & Data Management
+
+CSV and JSON export formats
+Batch processing capabilities
+Session data management
+Professional report generation
+
+🔧 Technical Excellence
+
+Modular, maintainable code architecture
+Comprehensive error handling
+Async processing capabilities
+Fallback mechanisms for reliability
+
+🎯 Target Users
+
+Journalists: Quick article summarization and fact-checking
+Research Analysts: Content analysis and data extraction
+Academic Researchers: Literature review and content analysis
+Content Strategists: Competitive analysis and trend research
+
+📖 How to Use
+
+Enter URL: Paste the URL of the content you want to analyze
+Configure Settings: Adjust summary length and other parameters
+Extract & Analyze: Click the extract button to process content
+Review Results: Examine the AI summary, metadata, and keywords
+Export Data: Save results in your preferred format
+
+⚙️ Technical Specifications
+AI Models
+
+Primary: Facebook BART-Large-CNN for summarization
+Fallback: DistilBART-CNN for faster processing
+Keyword Extraction: Custom frequency-based algorithm
+
+Content Processing
+
+Parser: BeautifulSoup4 with multiple extraction strategies
+Security: Multi-layer validation and sanitization
+Compliance: Automatic robots.txt checking
+Formats: HTML, XHTML, XML content support
+
+Performance
+
+Processing Time: ~5-15 seconds per article
+Content Length: Supports articles up to 50,000 words
+Concurrent Requests: Optimized for batch processing
+Memory Usage: Efficient model loading and caching
+
+🛠️ Development
+Architecture
+├── ContentExtractor     # Web scraping and content extraction
+├── AISummarizer        # AI-powered summarization
+├── SecurityValidator   # URL and content validation
+├── RobotsTxtChecker   # Compliance verification
+└── WebScraperApp      # Main application orchestrator
+Security Features
+
+URL scheme validation (HTTP/HTTPS only)
+Internal network protection
+Robots.txt compliance
+Rate limiting and throttling
+Input sanitization
+
+Error Handling
+
+Graceful degradation for failed requests
+Fallback summarization methods
+Comprehensive logging
+User-friendly error messages
+
+📋 Supported Content Types
+✅ Fully Supported
+
+News articles and blog posts
+Academic papers and research
+Documentation and tutorials
+Magazine articles and features
+Press releases and announcements
+
+⚠️ Limited Support
+
+Dynamic JavaScript-heavy sites
+Single-page applications (SPAs)
+Password-protected content
+Sites with aggressive anti-bot measures
+
+❌ Not Supported
+
+PDF documents (direct upload)
+Video/audio content
+Images and multimedia
+Social media posts (API required)
+
+🔐 Privacy & Ethics
+
+No Data Storage: Content is processed in memory only
+Respect for robots.txt: Automatic compliance checking
+Rate Limiting: Respectful crawling practices
+User Privacy: No tracking or analytics
+Content Rights: Users responsible for usage rights
+
+🚨 Troubleshooting
+Common Issues & Solutions
+Issue: ModuleNotFoundError: No module named 'bs4'
+bash# Solution 1: Use minimal requirements
+pip install gradio requests beautifulsoup4 pandas
+
+# Solution 2: Run the fix script
+python quick_fix.py
+
+# Solution 3: Manual installation
+pip install beautifulsoup4
+Issue: AI models not loading
+
+✅ App still works: Uses extractive summarization as fallback
+🔧 To enable AI: Ensure GPU is available or wait for model download
+⚠️ First run: Models download automatically (2-3 minutes)
+
+Issue: Slow performance
+
+💡 Upgrade hardware: Use T4 Small GPU for 5-10x speedup
+🔧 Optimize settings: Reduce summary length for faster processing
+⚡ Batch processing: More efficient for multiple URLs
+
+Deployment Troubleshooting
+
+Check Space logs: Look for specific error messages
+Verify requirements.txt: Ensure all packages are listed
+Hardware requirements: Upgrade if memory issues occur
+Restart Space: Factory reboot clears all caches
+
+Fallback Features
+The app includes robust fallback mechanisms:
+
+No AI models: Uses extractive summarization
+No NLTK: Uses basic text processing
+Network issues: Graceful error handling
+Invalid URLs: Security validation with clear messages
+
+📈 Performance Tips
+
+Batch Processing: Process multiple URLs for efficiency
+Summary Length: Shorter summaries process faster
+Content Quality: Clean, well-structured content works best
+Network: Stable internet connection recommended
+
+🤝 Contributing
+Contributions welcome! Areas for improvement:
+
+Additional content extractors
+Enhanced keyword algorithms
+Support for more file formats
+Advanced AI models
+Performance optimizations
+
+📄 License
+Apache 2.0 License - See LICENSE file for details
+⚡ Quick Start Examples
+Basic Usage
+URL: https://example.com/article
+Summary Length: 200 words
+→ Extract & Summarize
+Batch Analysis
+1. Process first URL
+2. Review and export
+3. Process next URL
+4. Combine results
+5. Final export
+
+Built with ❤️ for the research and journalism community
+This tool respects content creators' rights and website policies. Please use responsibly and in accordance with applicable laws and terms of service.