K81R's embedding search missed codes, project names, and rare technical phrases, so hybrid retrieval preserved literal evidence instead of treating it as an old-fashioned fallback.
K81R's embedding search missed codes, project names, and rare technical phrases, so hybrid retrieval preserved literal evidence instead of treating it as an old-fashioned fallback.