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What is Document Parsing?

AI Engineering

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Extracting structured text and metadata from documents like PDFs, Word files, and web pages for AI processing.

Document parsing converts unstructured files into clean text suitable for chunking and embedding. Challenges include handling tables, images, multi-column layouts, and scanned documents. Tools like Unstructured, LlamaParse, and Docling automate this process.

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