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Transform DOCX into LLM-ready data
ContextGem provides built-in converter to easily transform DOCX files into LLM-ready ContextGem document objects. 📑 Extracts information that other open-source tools often do not capture: misaligne...
Our evaluation of popular open-source DOCX processing libraries revealed critical limitations: most packages either omit important elements (e.g. comments, textboxes, or embedded images), fail to handle complex structures (such as inconsistently formatted tables), or cannot extract paragraphs with the rich metadata needed for LLM processing. The was developed specifically to address these gaps, ensuring extraction of the most commonly occurring DOCX elements with their contextual relationships preserved. Character-level styling (e.g., bold, underline, italics, strikethrough) is intentionally skipped to ensure proper matching of processed paragraphs and sentences in the DOCX content.
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