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MarkItDown is a comprehensive conversion utility that transforms a wide array of file types—including Office documents, PDFs, images, audio, and web content—into clean, structured Markdown. By preserving essential elements like headings, tables, and lists while stripping unnecessary metadata, it optimizes content for Large Language Models (LLMs) and retrieval-augmented generation (RAG) systems. Whether you are extracting text from complex spreadsheets, transcribing YouTube videos, or performing OCR on images, MarkItDown provides a unified, token-efficient pipeline for preparing diverse datasets for AI analysis and agentic workflows.