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

1. In which scenario is a deterministic evaluation more appropriate than a model-graded one?

A) When open-ended reasoning needs to be scored.
B) When the response quality depends on user satisfaction.
C) When the correct output is known and fixed.
D) When evaluating the tone and helpfulness of agent responses.

2. Which configuration area defines what the agent should do after a human resolves the escalation?

A) Inputs description fields
B) Outcome behavior section
C) Assignment recipient list
D) Agent Memory toggle

3. What is one of the key benefits of providing RAG as a service to UiPath generative AI experiences?

A) It directly increases the LLM context window size without any interaction with knowledge bases.
B) It reduces the risk of hallucination by referencing ground truth data stores.
C) It eliminates the need for knowledge bases by integrating all proprietary data directly into generative applications.
D) It exclusively provides access to historical data sources without supporting real-time updates.

4. When configuring escalations for an agent, what is a key step to ensure the agent knows when to use the escalation during execution?

A) Directly assign an escalation recipient to ensure proper routing, which eliminates the need for agent- specific prompts in the escalation logic.
B) Configure escalation behavior entirely within the outcome behavior section, specifying how each resolution should be handled.
C) Add a prompt in the properties panel to help the agent determine the appropriate circumstances for using the escalation.
D) Utilize required fields in the inputs section of the escalation to define conditions for triggering escalations dynamically.

5. Four draft system prompts are shown for an invoice-approval agent. Based on UiPath guidance for context, instruments, and output format constraints, which draft is the most robust choice?

A) You are an invoice approver. After processing, output exactly the following JSON template:
{ "id": "ABC-123", "status": "approved", "amount": 9999.9 }
Extract {{invoice_ID}} from the email text.
When an {{invoice_ID}} is found, run the LookupInvoice tool to retrieve invoice amount and supplier name.
If the total # $10,000, escalate the case to Finance in Action Center, sending {{invoice_ID}}, amount, and supplier.
If the total > $10,000, approve the invoice.
Populate the fields above with real data.
B) You are an invoice-approval agent who deals only with supplier invoices and rejects any other request.
Extract invoice_ID from the email text.
When an invoice_ID is found, run the LookupInvoice tool to retrieve invoice amount and supplier name.
If the total # $10,000, escalate the case to Finance in Action Center, sending invoice_ID, amount, and supplier.
If the total > $10,000, approve the invoice.
Return a reply wrapped inside invoice_status: tags: use <approved> or <awaiting_review> as appropriate.
Follow a concise, professional tone and refuse tasks outside invoice approval.
C) You are an invoice-approval agent who deals only with supplier invoices and rejects any other request.
Extract {{invoice_ID}} from the email text.
When an {{invoice_ID}} is found, run the LookupInvoice tool to retrieve invoice amount and supplier name.
If the total # $10,000, escalate the case to Finance in Action Center, sending {{invoice_ID}}, amount, and supplier.
If the total > $10,000, approve the invoice.
Return a reply wrapped inside invoice_status: tags: use <approved> or <awaiting_review> as appropriate.
Follow a concise, professional tone and refuse tasks outside invoice approval.
D) You are an invoice approver. After processing, output exactly the following JSON template:
{ "id": "ABC-123", "status": "approved", "amount": 9999.9 }
Extract the {{invoice_ID}} from the email text.
Use LookupInvoice to get the invoice amount and supplier name.
Escalate to Finance if amount # $10,000.
If amount > $10,000, approve the invoice.
Populate the fields above with real data.

Solutions: