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

1. What type of agents can be invoked using the 'Start and wait for external agent' feature in UiPath Maestro?

A) External agents like Salesforce or ServiceNow.
B) Agents configured exclusively within the same project.
C) Agents that do not require any input or output variables.
D) Only UiPath Orchestrator robots.

2. In which scenario is a deterministic evaluation more appropriate than a model-graded one?

A) When the response quality depends on user satisfaction.
B) When open-ended reasoning needs to be scored.
C) When the correct output is known and fixed.
D) When evaluating the tone and helpfulness of agent responses.

3. An agent uses Web Search, Slack integration, and a custom process to resolve IT support tickets. The agent must:
* Retrieve relevant troubleshooting steps from the web.
* Notify the user via Slack if a solution is found.
* Escalate unresolved tickets via a custom process.
Which evaluation strategy ensures comprehensive coverage while avoiding redundancy?

A) Use random input sampling across all tools and rely on the default "LLM-as-a-Judge" assertion.
B) Create more than 30 evaluations for Slack notifications, more than 30 for web searches, and more than
30 for escalation processes.
C) Group evaluations into sets: Valid web results triggering Slack notifications, Invalid web results triggering escalations, Edge cases.
D) Create 30 evaluations for Slack notifications, 30 for web searches, and 30 for escalation processes.

4. What are the primary benefits of Context Grounding when querying data across multiple documents?

A) Context Grounding requires manual intervention for identifying connections between data points across documents.
B) Context Grounding is limited to querying within a single document at a time.
C) Context Grounding understands relationships between data points across documents, enabling tasks like summarization, data comparison, and retrieval of highly relevant information.
D) Context Grounding only extracts random sentences without contextual understanding.

5. An agent is built to extract customer feedback sentiment. You want to show the LLM how to classify it as
'Positive', 'Neutral', or 'Negative'. Which few-shot design is most helpful?

A) Input: "The app is okay I guess." # Output:
B) Input: "I love the new design, very intuitive!" Output: "Positive"
Input: "Nothing special, just works." Output: "Neutral"
Input: "Terrible experience, won't use again." Output: "Negative"
C) Options: List words like: "great, okay, bad" and map them to tone.
D) "Text" Use a multiple-choice table with numerical ratings from 1-5.

Solutions: