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Exam UiPath-AAAv1 Topic 1 Question 51 Discussion

Actual exam question for UiPath's UiPath-AAAv1 exam
Question #: 51
Topic #: 1
What is the defining characteristic of few-shot prompting?

Suggested Answer: D Vote an answer

Dis correct - the defining feature offew-shot promptingis the inclusion ofmultiple input-output examples within the prompt todemonstrate the desired behavior or output structureto the LLM.
In UiPath's Agentic Prompting practices, few-shot examples help:
* Anchor the model to a consistent format
* Reduce ambiguity in task instructions
* Improve performance in tasks like classification, transformation, or content generation Example:
Input: "My password isn't working."
Output: "Category: Login Issue"
Input: "App won't open."
Output: "Category: Access Error"
This trains the model within the prompt - no fine-tuning required - making it apowerful design patternin building intelligent agents.
Option A describeschain-of-thought prompting.
B refers tozero-shot prompting.
C refers toprompt chaining, used in advanced orchestration, not few-shot logic.

by Tom at Apr 11, 2026, 11:24 PM

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