marker

Marker is a powerful tool for quickly and accurately converting PDFs into structured formats like Markdown, JSON, and HTML. It utilizes a pipeline of deep learning models, intelligently choosing the right model for each task to enhance speed and precision. Marker excels in extracting not just text but also the underlying document structure, including page layouts, blocks, images and other elements. It provides a clear and organized output that facilitates further processing and data extraction, and can be extended to customize processing and output formats.

With options for different output formats and configurations, Marker caters to a range of use cases, while also offering an optional LLM mode for enhanced quality. It offers a balance between accessibility, and functionality by including a streamlined API server for small-scale use and a robust hosted API for more demanding needs. Designed for developers and researchers needing to convert PDFs efficiently, Marker aims to be a fast, versatile, and highly accurate PDF conversion solution.