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Best practices

  • Provide diverse examples that reflect real user language
  • Include edge cases and negative examples
  • Iterate using misclassifications from Logs

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Example patterns

User: "Where is my order?"
Intent: order_status

User: "I want to return this"
Intent: return_request
Avoid overfitting to narrow phrasing; prefer generalizable examples.