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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Agent Design & Development | 25% | - Prompt engineering best practices - Tools, connections and integration services - Agent Builder in Studio Web |
| Topic 2: Context & Knowledge Management | 20% | - Context packages and grounding - Data sources and retrieval methods - Knowledge base integration |
| Topic 3: Governance, Evaluation & Trust | 15% | - Guardrails and responsible AI - Observability and reliability - Agent performance evaluation |
| Topic 4: Agentic Automation Fundamentals | 20% | - Agents vs traditional robots - AI, LLM and generative AI concepts - Core principles of agentic automation |
| Topic 5: Orchestration & Human-in-the-Loop | 20% | - Escalations and Action Center - UiPath Maestro and BPMN modeling - Service tasks and agent invocation |
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NEW QUESTION # 59
A team is designing an agent to convert plain text meeting notes into a formatted agenda (e.g., structured bullet points). Despite providing a few example transformations in the prompt, the agent generates agendas in inconsistent formats. What critical step was likely overlooked?
Answer: D
Explanation:
This is a repeat of Question 16, and the correct answer remains A.
Even when few-shot examples are included, omitting clear formatting instructions leads to inconsistent outputs, which can break downstream processes in agentic automation.
UiPath's Prompt Engineering guidance emphasizes that instruction clarity is as important as examples - especially when output format matters (like agendas, classifications, or structured text).
An optimal prompt includes:
A task description (e.g., "Convert meeting notes into a 3-section agenda") Clear format instructions (e.g., use bullet points, bold headers) Few-shot examples Optional constraints like length or tone Without that first element - clear instructions - the LLM has to guess the output format, leading to variance and unreliability.
NEW QUESTION # 60
Why is it important to include examples in prompts?
Answer: B
Explanation:
Dis correct - includingwell-designed examplesin prompts is a key part offew-shot learning, which helps LLM-based agents better understand thetask structure, output style, and expected behavior.
UiPath encourages the use of examples for:
* Classification(e.g., labeling sentiment, email categories)
* Transformation tasks(e.g., turning unstructured text into tables)
* Step-by-step instructions(e.g., troubleshooting flows)
These examples serve two purposes:
* Pattern induction: The model picks up on consistent structures or rules used across examples.
* Generalization: With diverse examples, the agent can apply logic to unseen but similar cases.
Best practice:
* Usetypical, real-world examplesrepresentative of the data the agent will encounter.
* Keep formatsclear and consistentacross input-output pairs.
* Pair examples withexplicit instructionsin the system or user prompt.
Option A is flawed - focusing only on edge cases can confuse the model.
B is false - omitting examples forces the LLM to guess the structure, reducing accuracy.
C is misleading - examples improve performance butdo not guarantee perfect output; testing and evaluation are still required.
In short,prompt engineering with examples is essentialto buildingreliable, generalizable, and scalableAI agents.
NEW QUESTION # 61
When mapping business process steps to agent tasks using Task Capture, which BPMN element is mapped as a 'Decision' rather than as a unique element?
Answer: A
Explanation:
Dis correct - inTask CaptureandBPMN modeling, theExclusive Gatewayis the BPMN element that represents adecision point. It is used to:
* Split the process intomutually exclusive paths
* Route flow based on acondition or choice
When mapping these processes toagent behavior, the Exclusive Gateway typically translates to a"Decision" node, where the agent:
* Evaluates logic (e.g., "Is amount > $10,000?")
* Selects one path forward (e.g., "Escalate" vs. "Auto-approve")
This is a fundamental construct in UiPath'sagentic process modeling, enabling agents to handlebranching logic, make contextual choices, or call different tools based on runtime data.
Option A (Task) represents an activity, not a decision.
B (Swimlane) is used to group actions by role - not functional logic.
C (User Task) represents human involvement - not branching conditions.
UiPath emphasizes decision modeling to make agentsadaptive and responsive, and Exclusive Gateways are the tool to model such decisions cleanly and visually.
NEW QUESTION # 62
You want your agent to call an existing UiPath process by adding it in the Tools # Processes. Which prerequisite must be met before the process becomes selectable?
Answer: B
Explanation:
Bis the correct answer - in UiPath'sAgent Builder (Studio Web), when you want to invoke an existing UiPath process from an agent (viaTools # Processes), that process must meettwo key prerequisites:
* It must be published and deployed to a shared Orchestrator folder
* You - and the agent - must have access to that folder
This ensures that:
* The agent canlocate and run the processat execution time
* Role-based access control (RBAC) is respected
* Input/output arguments, execution logs, and exceptions are properly managed within the correct environment This aligns with UiPath'sOrchestrator-integrated agent orchestration model, where security and deployment visibility are tightly governed. It also allows agent authors toreuse existing RPA logicinside dynamic agent flows without duplicating automation work.
Option A and D incorrectly imply that argument types affect process visibility - that's false. Agents can invoke processes withany argument signature, as long as mapping is defined.
Option C is incorrect - publishing alone is not enough.Deployment and permissionsare required for the process to appear in the tool selector.
This model ensures that agents can call any compliant UiPath processsecurely, reliably, and in line with enterprise governance.
NEW QUESTION # 63
What steps must be completed when creating evaluations from scratch for a new evaluation set in UiPath?
Answer: C
Explanation:
Bis correct - creating a newevaluation setin UiPath involves a multi-step process designed to enable qualitative and quantitative review of agent behavior.
Steps include:
* Namingthe evaluation set
* Addinginput promptsandexpected outputs
* Saving each test item (often called "evaluations")
* Assigning evaluators, who will manually or automatically score the results This process enablestestable, repeatable evaluationof agent behavior before deployment - ensuring the model produces correct, useful, and safe outputs.
Options A and C are incorrect:
* A reverses the order: inputs and expected outputs are neededbeforeevaluators.
* C is false - evaluation setscan be built from scratch.D implies scoring is automatic, but human reviewers or comparison logic are often required for nuanced evaluations.
This aligns with UiPath's best practices inagent validationand post-deployment assurance.
NEW QUESTION # 64
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