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UiPath-AAAv1 - UiPath Certified Professional Agentic Automation Associate (UiAAA)

Last Update Feb 22, 2026

UiPath Certification Exams Pack

Everything from Basic, plus:
  • Exam Name: UiPath Certified Professional Agentic Automation Associate (UiAAA)
  • 60 Questions Answers with Explanation Detail
  • Total Questions: 60 Q&A's
  • Single Choice Questions: 60 Q&A's


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Total Questions: 60
Free Practice Questions: 18

What are the primary benefits of Context Grounding when querying data across multiple documents?

Options:

A.

Context Grounding requires manual intervention for identifying connections between data points across documents.

B.

Context Grounding is limited to querying within a single document at a time.

C.

Context Grounding only extracts random sentences without contextual understanding.

D.

Context Grounding understands relationships between data points across documents, enabling tasks like summarization, data comparison, and retrieval of highly relevant information.

Answer
D
Explanation

Dis correct —Context Groundingin UiPath usessemantic search across indexed contentto provide relevant and meaningful context to the agent, even when the data spansmultiple documents.

This capability is powered by:

    Embedding-based similarity search(e.g., cosine similarity)

    Intelligent chunking and indexing of enterprise data

    Runtime query matching based on theagent’s prompt or user input

This enables agents to:

    Retrieverelevant information across distributed content

    Detectrelationships between topics, even if data is fragmented

    Supportmulti-document summarization,comparison, andknowledge-based reasoning

For example, an agent could compare policy details across multiple HR documents to generate a unified response or identify inconsistencies in invoice records spread across different files.

Option A is false —Context Grounding is automaticonce indexing is configured.

B is incorrect — it's explicitly designed toquery across documents.

C misrepresents the system — it doesn’t extract random text; it retrievessemantically relevantpassages based on the LLM's intent.

This powerful grounding mechanism makes UiPath agentsintelligent, context-aware, and enterprise-ready, especially in knowledge-intensive environments.

Why is mapping processes a critical step in identifying opportunities for agentic automation?

Options:

A.

It prioritizes identifying potential ROI metrics before establishing specific process mapping, potentially overlooking optimization areas.

B.

It examines broader workflows without focusing on individual steps, missing granular opportunities for automation.

C.

It allows pinpointing specific steps or sub-tasks within a workflow that could be automated, improving efficiency and reducing errors.

D.

It assumes mapping processes is sufficient to complete automation implementation without considering task dependencies or broader workflows.

Answer
C
Explanation

Cis correct — mapping processes during agentic discovery is essential because it allows teams tozoom into specific tasks or sub-processeswhere agentic automation can deliver the highest value.

UiPath’sAgentic Design Blueprintmethodology emphasizes this as afoundational step. By creating detailed "as-is" process maps, teams can:

    Spotrepetitive tasks(ideal for RPA)

    Findjudgment-based decisions(ideal for agents)

    Highlightescalation points, delays, and handoffs

This clarity helps identify:

    Which actions can be automated

    Which roles require agent augmentation

    What context (data or documents) is needed

Option A skips process mapping and risks missing real value.

B is too high-level — real insights come from step-level granularity.

D is misleading — mapping is necessary butnot sufficientfor full implementation.

Accurate process mapping creates avisual and logical foundationfor designing agents that integrate seamlessly into workflows — targeting the right problems and unlocking measurable ROI.

Which similarity search function is leveraged when Context Grounding is used by UiPath Products like Agents?

Options:

A.

Softmax similarity search

B.

Sigmoid similarity search

C.

Cosine similarity search

D.

ReLu similarity search

Answer
C
Explanation

Cis correct — UiPath’sContext Groundingsystem usescosine similarity searchto retrieve the most relevant documents, passages, or semantic chunks from indexed data during runtime.

This retrieval process is critical for:

    Minimizing hallucination

    Enhancingprompt grounding

    Connecting agents toreal-time enterprise knowledge

Here’s how it works:

    All documents areembedded into vector spaceusing a model (e.g., OpenAI or Azure OpenAI embeddings)

    At runtime, the agent’s query isconverted into a vector

    Acosine similaritycomparison is used to fetch themost semantically similar documentsbased onangle (not magnitude)between vectors

This enables agents to provideaccurate, contextual answers, like referencing HR policies or IT guides.

Other options:

    A (Softmax) is a classifier, not a search method

    B (Sigmoid) is for binary classification

    D (ReLU) is an activation function in neural nets — not for search

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UiPath UiPath-AAAv1 FAQ'S

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