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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management |
| Topic 2: Orchestration and Human-in-the-Loop | 15% | - Human-in-the-loop design - UiPath Maestro orchestration - Mixed agent + RPA workflows - Action Center and escalation flows - Multi-agent collaboration |
| Topic 3: AI Governance and Safety | 20% | - AI Trust Layer and guardrails - Hallucination mitigation - Responsible AI principles - PII masking and data protection - Audit logging and monitoring |
| Topic 4: Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - Agent vs traditional bot differences - LLM and AI fundamentals - Autonomous agent concepts |
| Topic 5: Prompt Engineering | 20% | - Structured output design - System and role-based prompts - Context grounding techniques - Few-shot and chain-of-thought prompting |
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NEW QUESTION # 48
Scenario: A Citrix Administrator previously configured a Citrix Virtual Desktops Site to use evaluation licenses. The administrator then installed valid advanced licenses on the Citrix License Server and confirmed that licenses show correctly in the licensing console. However, a user reports an issue about logging on to the published desktop. The user receives an error message stating that the evaluation license is about to expire. What should the administrator do to fix this issue?
Answer: C
Explanation:
After installing valid licenses on the License Server, the Site must be configured in Citrix Studio to use the correct product edition (for example, Advanced, Enterprise, or Premium). If it remains set to "evaluation," users will continue to see the expiration warning. Updating the product edition in Studio resolves the issue.
NEW QUESTION # 49
Which step can a Citrix Administrator take in order to use the default compression policies?
Answer: C
NEW QUESTION # 50
A user calls the help desk and states that launching a pooled random desktop takes as long as five minutes. Which Citrix Director report can a Citrix Administrator review to find out what might be causing the delay?
Answer: D
Explanation:
The Logon Performance report in Citrix Director breaks down the different phases of the logon process, such as authentication, profile loading, and group policy processing. Reviewing this report helps the administrator identify which phase is causing the long desktop launch times.
NEW QUESTION # 51
When the Local Host Cache (LHC) is enabled, during a Site database outage __________ will reference _______ to broker new sessions. (Choose the correct option to complete the sentence.)
Answer: B
Explanation:
With Local Host Cache (LHC) enabled, each Delivery Controller maintains a synchronized local copy of the Site database. During a database outage, all Delivery Controllers reference their local database to continue brokering new sessions, ensuring high availability.
NEW QUESTION # 52
On which two components must the Secure Ticket Authority (STA) server locations be configured if a Citrix Administrator wants to configure secure external access to a Citrix Virtual Apps and Desktops Site? (Choose two.)
Answer: B,C
Explanation:
The Secure Ticket Authority (STA) server locations must be configured on both the NetScaler Gateway and StoreFront. This ensures that tickets generated by the STA (on the Delivery Controllers) are validated consistently, enabling secure external access to Citrix resources.
NEW QUESTION # 53
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