surfaceclassificationintent_llm
Classificationdimension · returns varchar

INTENT_LLM

LLM-backed intent classification (escape hatch for INTENT)

Per-row classifier — stable across GROUP BY.

classificationllmllm-escape-hatchtext

Arguments

nametypedescription
textVARCHAR
intentsVARCHAR

About

LLM-backed escape hatch for intent classification. Use when INTENT (zero-shot NLI) misclassifies — typically subtle or mixed-intent posts where the LLM's contextual reasoning helps. For routine intent bucketing, prefer INTENT — batch-NLI is much faster.

Examples

LLM escape hatch classifies intent

SELECT
  intent_llm ('How do I fix this error?')

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