Docling - Convert Images to HTML, OCR Processing with GPU

Experience Docling Granite in Action

Upload your document and witness real-time OCR processing with WebGPU acceleration

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Advanced OCR Technology

IBM Docling delivers state-of-the-art optical character recognition, extracting text from complex documents with exceptional accuracy and preserving layout structure.

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WebGPU Acceleration

Leverage cutting-edge WebGPU technology for lightning-fast document processing. The Granite Docling WebGPU implementation processes documents directly in your browser with GPU acceleration.

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Privacy-First Processing

Your documents remain completely private with client-side processing. All OCR operations happen locally using WebGPU, ensuring your sensitive data never leaves your device.

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IBM Granite Models

Built on IBM's powerful Granite foundation models, specifically optimized for document understanding tasks. Access enterprise-grade AI technology through an intuitive interface.

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Universal Document Support

Process PDFs, images, scanned documents, and multiple file formats. The Docling OCR engine handles everything from invoices to research papers with equal precision.

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Open Source & Extensible

Available on GitHub, Docling offers full transparency and customization. Integrate the Granite-powered OCR capabilities into your own applications and workflows.

Frequently Asked Questions

What is Docling Granite? +

Docling Granite is an AI-powered document intelligence platform that combines IBM's Granite foundation models with advanced OCR capabilities. It enables users to extract, analyze, and understand document content with high accuracy using state-of-the-art machine learning technology.

How does Docling OCR differ from traditional OCR solutions? +

Unlike traditional OCR tools, IBM Docling uses advanced AI models from the Granite family to understand document context and structure. This results in superior accuracy for complex layouts, tables, and multi-column documents. The integration with WebGPU also provides significantly faster processing compared to CPU-based solutions.

What is WebGPU and why does it matter for Docling? +

WebGPU is a modern web standard that enables high-performance GPU computing directly in the browser. Granite Docling WebGPU leverages this technology to accelerate document processing dramatically, making it possible to run sophisticated AI models locally without server dependencies while maintaining exceptional speed.

Is Docling available on GitHub? +

Yes! GitHub Docling is open source and available for developers to explore, contribute to, and integrate into their own projects. You can find the repository, documentation, and community contributions at github.com/DS4SD/docling.

What types of documents can Docling process? +

The Docling OCR system supports a wide range of document formats including PDFs, images (JPEG, PNG), scanned documents, invoices, receipts, research papers, forms, and more. The Granite models are trained to handle various document types with complex layouts, tables, and mixed content.

How do I integrate Docling into my application? +

Docling offers multiple integration options through its open-source GitHub repository. You can use the Python SDK, REST API, or embed the WebGPU-powered interface directly into your web applications. Comprehensive documentation and examples are available to help you get started with Granite Docling integration.

Does Docling require an internet connection? +

No! One of the key advantages of the Granite Docling WebGPU implementation is that it runs entirely in your browser using local GPU resources. After the initial page load, all document processing happens offline, ensuring both privacy and reliability without internet dependency.