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UiPath UiPath-AAAv1 Exam Syllabus Topics:

SectionWeightObjectives
Orchestration & Human-in-the-Loop20%- Service tasks and agent invocation
- Escalations and Action Center
- UiPath Maestro and BPMN modeling
Agentic Automation Fundamentals20%- AI, LLM and generative AI concepts
- Core principles of agentic automation
- Agents vs traditional robots
Agent Design & Development25%- Tools, connections and integration services
- Agent Builder in Studio Web
- Prompt engineering best practices
Context & Knowledge Management20%- Knowledge base integration
- Data sources and retrieval methods
- Context packages and grounding
Governance, Evaluation & Trust15%- Guardrails and responsible AI
- Agent performance evaluation
- Observability and reliability

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

1. What is a System Prompt?

A) 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.
B) A System Prompt defines only the agent's constraints but does not address goal-setting or sequencing steps.
C) A System Prompt is a predefined list of actions and commands the agent strictly follows without adaptation or interaction over time.
D) A System Prompt is a technical script integrated into the automation process that determines tool usage and escalation protocols without considering natural language descriptions.


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


3. Why would you choose the Argument input method for an activity field?

A) Prompts a person to supply the value each time the field is evaluated at runtime.
B) Lets the agent infer the field value at runtime using the Description and its reasoning.
C) Applies one constant value you enter during design every time the agent executes the activity.
D) Receives a runtime value from an agent input argument defined earlier in the workflow.


4. A company is integrating an Agent into its customer support workflow to detect sentiment and classify complaints (e.g., "Billing issue", "Product defect"). However, the Agent's responses often miss subtle emotional cues like frustration or urgency. What change to the prompt design would most improve the quality of sentiment detection?

A) Focus only on complaint categorization and rely on post-processing to handle emotional nuance.
B) Provide vague constraints in an emotional tone.
C) Include explicit context explaining the goal of sentiment analysis and define constraints for identifying urgency.
D) Remove detailed task instructions to give the Agent more freedom in interpreting customer messages.


5. 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) ReLu similarity search
D) Sigmoid similarity search


Solutions:

Question # 1
Answer: A
Question # 2
Answer: C
Question # 3
Answer: D
Question # 4
Answer: C
Question # 5
Answer: B

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