Revolutionizing Web Content Processing for LLMs

Transform web content into perfectly formatted, LLM-friendly data with our advanced processing system. Reader offers two powerful capabilities that significantly enhance your LLM applications' performance.

Core Features

Intelligent URL Processing

Access clean, structured content from any webpage through our streamlined API. Simply prepend 'https://r.jina.ai/' to your target URL, and receive optimized content that's perfectly suited for LLM consumption. This feature eliminates the complexity of handling different webpage structures and formats, delivering consistent, high-quality input for your models.

Advanced Web Search Integration

Leverage modern web knowledge through our intelligent search functionality. By using 'https://s.jina.ai/' followed by your search query, access current information from across the internet. The system automatically processes the top search results into LLM-friendly formats, enabling your applications to work with the latest, most relevant data.

Technical Capabilities

Adaptive Content Processing

• Recursive website crawling with intelligent content extraction
• Automated image captioning with VLM technology
• PDF document support with seamless content extraction
• Domain-specific search capabilities

Advanced Control Options

• Streaming mode for real-time content delivery
• JSON output formatting for structured data needs
• Customizable cache control for optimal performance
• Fine-tuned content selection through CSS selectors

Performance Features

Robust Processing Capabilities

The system excels at handling various web technologies, including Single Page Applications (SPAs) and JavaScript-heavy websites. Our advanced processing engine ensures reliable content extraction across different web architectures.

Optimization Options

• Configurable timeout settings for complex pages
• Selective content targeting for precise extraction
• Streaming capabilities for handling large content volumes
• Flexible output formatting options

Integration Benefits

Enhanced Content Quality

Experience superior content processing that maintains context and relevance while removing unnecessary elements. The system intelligently preserves important information while eliminating noise, resulting in cleaner, more focused input for your LLMs.

Operational Efficiency

Reduce development complexity and resource requirements with our streamlined API. The system handles the intricate details of web content processing, allowing you to focus on your core application logic.

Technical Specifications

API Flexibility

• Multiple output format options including plain text and JSON
• Customizable request headers for fine-tuned control
• Support for various content types including HTML and PDF
• Robust error handling and recovery mechanisms

Performance Features

• Intelligent caching system for improved response times
• Scalable architecture for handling high-volume requests
• Reliable content extraction across different web platforms
• Advanced image processing capabilities with automated captioning