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Document Conversion provides a robust framework for transforming unstructured files into clean, research-ready Markdown. By dynamically choosing between specialized tools like MinerU for complex academic layouts and Markdownify for straightforward text or audio, it ensures optimal accuracy for tables, figures, and mathematical formulas. This skill is essential for researchers and developers who need to ingest diverse source materials into their AI workflows while maintaining structural integrity, providing a clear path from raw data to actionable knowledge.