A production RAG pipeline for real-world PDFs: structural retrieval, typed answers, cited lines
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Last Updated on July 6, 2026 by Editorial Team 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 member. Page 30 as the pipeline sees it: every line boxed, its number beside it. The pet-injury block wraps from the left column into the right; the answer is on lines 54 and 55. The pipeline routes here
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