A small office with Open WebUI and about 500 PDFs does not automatically need a new GPU server or a faster network. This guide explains how to evaluate document quality, retrieval, concurrency, existing servers, storage paths, and local inference requirements before building a hardware BOM.
Engineer Lab
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