langextract_implementation_and_extension. A full-featured, production-ready implementation that extends the core LangExtract library with Gemini 2.5 models, adding template management, batch processing, URL fetching, reference resolution, quality scoring, multi-pass extraction, and HTML/GIF visualization to create a complete document intelligence platform.

github.com/jimmc414/langextract_implementation_and_extension

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