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PDF extraction quietly wrecks RAG results what breaks and the token savings from converting to clean Markdown first

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

I feel like PDF parsing doesn't get enough attention in RAG discussions. People spend hours comparing embedding models or chunking strategies, but if the parser has already broken the reading order, flattened tables, duplicated headers on every page or filled the output with OCR noise, you're embed…

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  1. 2026-08-27 11:35 · r/learnmachinelearning
    PDF extraction quietly wrecks RAG results what breaks and the token savings from converting to clean Markdown first

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