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UiPath Certified Professional Agentic Automation Associate (UiAAA) Sample Questions:

1. What is the primary role of guardrails in tools?

A) Guardrails are used exclusively to automate all tool corrections without the possibility of triggering human intervention.
B) Guardrails only validate tool inputs during development and do not address unpredictable behaviors at runtime.
C) Guardrails control unexpected behaviors within tool calls deterministically, allowing developers to configure conditions for human intervention and escalations.
D) Guardrails are designed to apply only after tool execution, without influencing pre-execution conditions.

2. Why is an agent story important in the development life-cycle?

A) A poorly defined agent story enables developers to identify improvement opportunities
B) A detailed agent story is only necessary when showcasing the agent's functionality to key stakeholders, rather than guiding the development process
C) An unclear agent story helps SMEs and stakeholders understand the potential risks associated with the agent
D) A good agent story helps the developers who will build the agent to focus on the essential features that deliver value

3. A team is building an AI agent that drafts personalized marketing emails. The quality of the drafts depends on tone, alignment with brand voice, and personalization. What evaluation approach is best?

A) Random sampling with A/B testing.
B) Deterministic evaluation using a checklist of key phrases.
C) Model-graded evaluation to capture nuanced style and relevance.
D) Evaluation using a character count threshold to assess message quality.

4. Which similarity search function is leveraged when Context Grounding is used by UiPath Products like Agents?

A) Softmax similarity search
B) Cosine similarity search
C) Sigmoid similarity search
D) ReLu similarity search

5. While configuring an Integration Service activity as a tool for your agent in Studio Web, how should you set up the activity so the agent can decide the value of a required field (e.g. Channel Id) at runtime based solely on instructions in the prompt?

A) Change every field, including Channel Id, to Variable because an agent cannot infer any field values without explicit arguments.
B) Leave the field's input method on Prompt (the default) and keep or refine the tool description; this lets the agent infer the value during execution.
C) Declare the field as an output argument in Data Manager so the agent can feed a value back into the tool.
D) Change every field, including Channel Id, to Argument because an agent cannot infer any field values without explicit arguments.

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