AI Few-Shot Prompt & Dataset Builder

<system_instructions>
Extract customer sentiment, company entity, and product feedback categories from raw reviews into structured JSON.
</system_instructions>

<few_shot_examples>
<example index="1">
  <input>
Acme Corp resolved my billing issue in 5 minutes! Super happy with their support.
  </input>
  <ideal_output>
{
  "company": "Acme Corp",
  "sentiment": "positive",
  "categories": ["billing", "customer_support"]
}
  </ideal_output>
</example>

<example index="2">
  <input>
Beta logistics delayed my delivery by 3 days without any tracking notification.
  </input>
  <ideal_output>
{
  "company": "Beta Logistics",
  "sentiment": "negative",
  "categories": ["shipping", "tracking"]
}
  </ideal_output>
</example>
</few_shot_examples>