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| Section | Objectives |
|---|---|
| Topic 1: Context Grounding (RAG) | - Data grounding strategies - Retrieval-Augmented Generation concepts |
| Topic 2: Autopilot for Everyone | - Use cases and capabilities - AI-assisted automation building |
| Topic 3: UiPath Platform Components | - Studio Web and Autopilot - Agent Builder and Orchestrator basics |
| Topic 4: Agentic Evaluations & Governance | - Guardrails and validation logic - LLM-as-a-judge metrics |
| Topic 5: Agent Discovery & Process Assessment | - Process suitability for agentic automation - Identifying automation opportunities |
| Topic 6: Agentic AI Fundamentals | - AI agents vs rule-based automation - Agentic automation concepts |
| Topic 7: Agentic Orchestration (Maestro) | - Workflow orchestration with agents - BPMN-based process design |
| Topic 8: Escalations & Human-in-the-Loop | - Exception handling and escalation patterns - Action Center workflows |
| Topic 9: Prompt Engineering for Agents | - Zero-shot and few-shot prompting - System prompts and constraints |
| Topic 10: Agent Blueprint Design | - Workflow decomposition - Agent architecture design |
1. 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) Remove detailed task instructions to give the Agent more freedom in interpreting customer messages.
B) Include explicit context explaining the goal of sentiment analysis and define constraints for identifying urgency.
C) Provide vague constraints in an emotional tone.
D) Focus only on complaint categorization and rely on post-processing to handle emotional nuance.
2. 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.
3. 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?
A) The process must already be published and deployed to a shared Orchestrator folder that you (and the agent) have permission to access.
B) The process only appears if it exposes at least one String input argument, regardless of where it is deployed, otherwise the Agent tool would be irrelevant for the Agent.
C) Any process published anywhere in the tenant automatically appears in the list without additional deployment or permissions.
D) The process only appears if it exposes at least one String output argument, regardless of where it is deployed, otherwise the Agent tool would be irrelevant for the Agent.
4. You are part of a Procurement team that often struggles with manually reviewing and comparing quotations from different vendors. This process is time-consuming, prone to human errors, and lacks real-time price validation. Keeping up with internal rules and market standards makes things even more difficult. This can cause problems and cost overruns. How agents can help?
A) Agents automate price validation by extracting item details from quotations, use tools to research market prices, checking policy compliance, and cross-verifying prices against benchmarks before sharing results with procurement officers for better decision-making.
B) Agents only store vendor quotations without cross-verifying prices, researching market trends, or checking compliance with policies, leaving procurement officers to manually manage the entire validation process.
C) Agents rely on preloaded prices set by vendors and do not research market rates, verify compliance, or provide detailed validation, leading to potential errors and inefficiencies during quotation reviews.
D) Agents focus on sending reminders for deadlines but do not automate price analysis, extract item details, or validate compliance with internal rules, slowing down decision-making for procurement officers.
5. Why is goal-oriented execution important in autonomous systems?
A) It focuses more on adapting tasks randomly rather than achieving goals.
B) It prioritizes quick execution over producing quality results.
C) It ensures that all tasks are equally prioritized without regard for outcomes.
D) It aligns actions and processes with predefined objectives effectively.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: D |
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