CLASSIFY_TEXTis a Snowflake Cortex task-specific function designed to categorize free-form text into predefined buckets. It operates by applying LLM-driven classification logic based on category labels or descriptions provided by the user. A primary and practical use case isautomatically categorizing customer support ticketsbased on content, such as identifying billing issues, login problems, or product defects. This enables automated routing, prioritization, and operational analytics.
The function outputs structured results with the predicted label and confidence score. It is optimized for domain classification rather than open-ended text generation.
Incorrect options:
* Generating SQL codeis handled by the COMPLETE function.
* Translationis handled by TRANSLATE.
* Extracting structured fields from documentsis the role of PARSE_DOCUMENT.
Thus, classification of incoming text streams is the natural use case of CLASSIFY_TEXT.