Marker PDF is a Python library that converts PDF documents to markdown with high speed and accuracy. Leveraging advanced OCR and layout analysis models, it aims to preserve the structure and content of the original document. As of version 1.10.2, it is actively developed with frequent minor releases focusing on model improvements, performance, and bug fixes.
pip install marker-pdfVerified import paths — ran on the pinned version, not inferred.
This quickstart demonstrates how to convert a single PDF file to markdown using `convert_single_pdf`. It includes placeholders for a PDF path and shows how to retrieve the markdown output and any extracted image paths. For a truly runnable example without a pre-existing PDF, it attempts to create a dummy PDF using `pypdf`.
Remove the `format_lines` parameter from your `convert_single_pdf` calls. Consider using `force_ocr` or other `processor_config` options if you were trying to control OCR behavior.
Ensure your environment has sufficient resources. For production, consider using GPU acceleration if available. For performance tuning, experiment with `processor_config` parameters, though changes might yield varied results.
For critical applications requiring consistent output, pin your `marker-pdf` version. Review the output for complex PDFs and consider fine-tuning parameters via `processor_config`. For tables, `v1.10.0` introduced the `html_tables_in_markdown` option to render tables using HTML tags instead of markdown syntax, which can improve rendering in some cases.
Review the OpenRAIL-M-v1.0 license carefully to ensure compliance with your use case. Consult with legal counsel if you have questions regarding commercial or redistribution terms.
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