Python tool for converting files to Markdown for LLM text analysis
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MarkItDown is a Python utility designed to convert a wide array of file formats, including Office documents, PDFs, images, and audio, into Markdown. It targets developers and researchers working with Large Language Models (LLMs) and text analysis pipelines, aiming to preserve document structure for better LLM comprehension and token efficiency.
How It Works
MarkItDown processes various file types by leveraging specific optional dependencies, allowing users to install only what they need. For complex documents like PDFs or Office files, it aims to retain structural elements such as headings, lists, and tables in Markdown format. It also supports extracting metadata and performing OCR or speech transcription for images and audio, respectively, integrating with LLMs for enhanced content understanding.
Quick Start & Requirements
pip install 'markitdown[all]'
pip install 'markitdown[pdf, docx]'
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Maintenance & Community
This project is maintained by Microsoft. Contributions are welcomed, with specific issues and PRs marked for community involvement. It follows the Microsoft Open Source Code of Conduct.
Licensing & Compatibility
The project is licensed under the MIT License, permitting commercial use and integration with closed-source projects.
Limitations & Caveats
Recent breaking changes (v0.0.1 to v0.1.0) require updating dependencies and adapting to stream-based file handling in the DocumentConverter
class. While optimized for LLM consumption, the Markdown output may not be ideal for high-fidelity human-readable document conversions.
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