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

1. When passing runtime data into an Agent, which approach ensures the input argument is actually available inside the user prompt at execution time?

A) Use single braces like {CUSTOMER_EMAIL}, because the platform automatically normalizes the identifier.
B) Simply mention the variable name in plain prose-the Agent will infer the value from the workflow without special syntax.
C) Declare the argument in the system prompt; any text surrounded by angle brackets (e.g.,
<CUSTOMER_EMAIL>) will be substituted automatically.
D) Create the argument in Data Manager and reference it verbatim inside double curly braces, e.g.,
{{CUSTOMER_EMAIL}}, so the name matches exactly.

2. 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) "Text" Use a multiple-choice table with numerical ratings from 1-5.
B) Options: List words like: "great, okay, bad" and map them to tone.
C) Input: "The app is okay I guess." # Output:
D) 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"

3. Which of the following best describes how agents handle dynamic environments?

A) Agents fail to execute tasks when information or processes change.
B) Agents rely solely on static rules without contextual learning.
C) Agents require complete human assistance whenever processes change.
D) Agents adapt to changing conditions by learning.

4. What is a System Prompt?

A) A System Prompt defines only the agent's constraints but does not address goal-setting or sequencing steps.
B) A System Prompt is a technical script integrated into the automation process that determines tool usage and escalation protocols without considering natural language descriptions.
C) A System Prompt allows a user to describe its role, goals, and constraints while specifying rules and guidelines for actions, including the use of tools, escalations, and context.
D) A System Prompt is a predefined list of actions and commands the agent strictly follows without adaptation or interaction over time.

5. A business is looking to automate its workflows and has both structured, repetitive tasks (like data entry) and unstructured, exception-heavy processes (such as responding to diverse customer queries). How should they combine agents and robots (RPA) to achieve optimal automation results?

A) Use agents exclusively, as they can cover both structured workflows and dynamic environments due to their probabilistic and adaptive nature.
B) Use robots (RPA) exclusively, as they are capable of adapting to dynamic workflows with exception handling and learning capabilities.
C) Use agents for the structured, repetitive tasks, as they can follow deterministic rules efficiently while robots (RPA) handle unstructured workflows requiring adaptability, decision-making capabilities and contextual awareness.
D) Use robots (RPA) for the structured, repetitive tasks, leveraging their rule-based approach for reliability and precision, while agents handle the unstructured processes by using their adaptive decision-making capabilities.

Solutions: