Sort embedding search failures by cause
Map retrieval failures to the most likely layer in the embedding search stack.
Place each failure symptom in the layer most likely to fix it first. Corpus/source Chunking Metadata/filtering Query/model/ranking Assistant cites an old return policy PDF that should have been retired Top chunk includes the rule but not the exception in the next paragraph EU-only onboarding note appears for a US customer query Error code PX-4407 is missed even though the exact code is in the document Relevant policy exists in the CMS but was never indexed Payroll policy is excluded by a default benefits filter A broad manual outranks a focused checklist for a setup question The eligibility sentence and effective…
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