Few-Shot Classifier Template
Overview
Classify items into labeled categories using few-shot examples and confidence scores.
Use cases
Prompt
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Classify each item into one label: <<<LABELS>>>.
Examples:
Input: <<<ex1>>> → <<<label1>>>
Input: <<<ex2>>> → <<<label2>>>
Input: <<<ex3>>> → <<<label3>>>
Now classify (return JSON array of {id, label, confidence: high|med|low, why}):
<<<paste items>>>Can AI?
- Classify items with a few-shot label setPaste into a general LLM and classify items into labeled categories using few-shot examples and confidence scores
