Exam Name: UiPath Certified Professional Agentic Automation Associate (UiAAA)
Certification Provider: UiPath
Corresponding Certification: UiPath Certified Professional - General Track
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UiPath UiPath-AAAv1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Agentic AI Fundamentals | - Agentic automation concepts - AI agents vs rule-based automation |
| Escalations & Human-in-the-Loop | - Exception handling and escalation patterns - Action Center workflows |
| Agent Blueprint Design | - Agent architecture design - Workflow decomposition |
| UiPath Platform Components | - Agent Builder and Orchestrator basics - Studio Web and Autopilot |
| Agentic Orchestration (Maestro) | - Workflow orchestration with agents - BPMN-based process design |
| Autopilot for Everyone | - AI-assisted automation building - Use cases and capabilities |
| Agentic Evaluations & Governance | - Guardrails and validation logic - LLM-as-a-judge metrics |
| Prompt Engineering for Agents | - Zero-shot and few-shot prompting - System prompts and constraints |
| Agent Discovery & Process Assessment | - Process suitability for agentic automation - Identifying automation opportunities |
| Context Grounding (RAG) | - Retrieval-Augmented Generation concepts - Data grounding strategies |
UiPath Certified Professional Agentic Automation Associate (UiAAA) Sample Questions:
Which similarity search function is leveraged when Context Grounding is used by UiPath Products like Agents?
- A. Sigmoid similarity search
- B. ReLu similarity search
- C. Softmax similarity search
- D. Cosine similarity search
Correct Answer: D 🗳️
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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?
- A. User Task
- B. Task
- C. Exclusive Gateway
- D. Swimlane
Correct Answer: C 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
When adding an index for querying data stored in CSV files, what advanced feature does UiPath Context Grounding provide to optimize retrieval?
- A. Embedding data from CSV files into JSON templates for improved semantic similarity.
- B. Support for structured queries tailored specifically for CSV data.
- C. Automatic conversion of CSV data into native XLSX files for enhanced compatibility.
- D. Streaming support for real-time ingestion and CSV query execution without indexing.
Correct Answer: A 🗳️
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A developer is working on fine-tuning an LLM for generating step-by-step automation guides. After providing a detailed example prompt, they notice inconsistencies in the way the LLM interprets certain technical terms. What could be the reason for this behavior?
- A. The LLM's interpretation is solely based on the frequency of terms within the training dataset, rendering technical nuances irrelevant during generation.
- B. The LLM does not rely on tokenization for understanding prompts; instead, misinterpretation arises from inadequate pre-programmed definitions of technical terms.
- C. The inconsistency is related to the token limit defined for the prompt's length, which affects the LLM's ability to complete a response rather than its understanding of technical terms.
- D. The LLM's tokenization process may have split complex technical terms into multiple tokens, causing slight variations in how the model interprets and weights their relationships within the context of the prompt.
Correct Answer: D 🗳️
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In which scenario is a deterministic evaluation more appropriate than a model-graded one?
- A. When the correct output is known and fixed.
- B. When open-ended reasoning needs to be scored.
- C. When the response quality depends on user satisfaction.
- D. When evaluating the tone and helpfulness of agent responses.
Correct Answer: A 🗳️
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