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Contributors describing large-scale implementations, one claims 2.6 million pages during peak intake, report that the combined method outperforms sending raw images directly to visual models in both precision and expense. Complete LLM processing reportedly costs ten times more than reserving the LLM for retrieval logic while employing a layout model for the OCR phase.
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