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A production RAG pipeline for real-world PDFs: structural retrieval, typed answers, cited lines
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A production RAG pipeline for real-world PDFs: structural retrieval, typed answers, cited lines

Angela Shi
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July 6, 2026

Author(s): Angela Shi Originally published on Towards AI. The four bricks, run end-to-end on a real 45-page car-insurance policy. One surprising coverage question, answered with a number and the exact line it came from Use this link if you are not a …

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