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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Topic 2: Agentic Automation Fundamentals | 25% | - Agent vs traditional bot differences - LLM and AI fundamentals - Agent loop and ReAct pattern - Autonomous agent concepts |
| Topic 3: AI Governance and Safety | 20% | - AI Trust Layer and guardrails - PII masking and data protection - Audit logging and monitoring - Hallucination mitigation - Responsible AI principles |
| Topic 4: Orchestration and Human-in-the-Loop | 15% | - Action Center and escalation flows - UiPath Maestro orchestration - Multi-agent collaboration - Mixed agent + RPA workflows - Human-in-the-loop design |
| Topic 5: Prompt Engineering | 20% | - Few-shot and chain-of-thought prompting - Context grounding techniques - Structured output design - System and role-based prompts |
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NEW QUESTION # 63
Scenario: A Citrix Administrator is investigating an issue in which a user's session does NOT successfully end after closing the last published application. The administrator used Task Manager to inspect the hanging session but could NOT find any relevant information. Which tool could the administrator use to get further details on orphaned processes in the session?
Answer: D
Explanation:
Process Explorer provides detailed insight into running processes, their parent-child relationships, and resource usage. It is the best tool to identify orphaned processes that prevent a Citrix session from ending after the last application is closed.
NEW QUESTION # 64
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: A
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 # 65
A Citrix Administrator is looking to provide apps and desktops to users. Project requirements dictate that management and maintenance should be minimized for the administrator, while still maintain control of the Virtual Delivery Agent (VDA machines). (Choose three.)
Answer: A,C,E
Explanation:
Using public cloud platforms such as AWS, GCP, or Azure with Citrix Cloud services minimizes infrastructure management and maintenance for the administrator, while still providing control over the VDA machines. The cloud provider handles most of the underlying infrastructure, reducing administrative overhead.
NEW QUESTION # 66
What is the minimum permission a Citrix Administrator can grant to an IT manager to access Citrix Studio?
Answer: C
NEW QUESTION # 67
Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site with local storage that contains several logical disk space locations. The administrator would like to reduce the total number of writes on the storage.
What can the administrator implement with minimal administrative effort to address these needs?
Answer: B
NEW QUESTION # 68
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