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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Orchestration and Human-in-the-Loop | 15% | - UiPath Maestro orchestration - Multi-agent collaboration - Human-in-the-loop design - Mixed agent + RPA workflows - Action Center and escalation flows |
| Topic 2: LLM Integration and GenAI Connectors | 20% | - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Connector configuration and parameters - Context windows and token management |
| Topic 3: Agentic Automation Fundamentals | 25% | - Autonomous agent concepts - Agent loop and ReAct pattern - LLM and AI fundamentals - Agent vs traditional bot differences |
| Topic 4: AI Governance and Safety | 20% | - Hallucination mitigation - AI Trust Layer and guardrails - PII masking and data protection - Audit logging and monitoring - Responsible AI principles |
| Topic 5: Prompt Engineering | 20% | - System and role-based prompts - Few-shot and chain-of-thought prompting - Context grounding techniques - Structured output design |
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NEW QUESTION # 44
A Citrix Administrator is concerned about the way that web pages and video render on the backend Virtual Delivery Agent (VDA) workloads. The administrator wants to find a way to for the web pages to render on the client device instead of on the VDA. What feature should the administrator use to accomplish this?
Answer: D
Explanation:
Browser Content Redirection offloads the rendering of web pages and multimedia from the VDA to the client device. This reduces CPU and memory load on the VDA while improving performance and user experience on the endpoint.
NEW QUESTION # 45
A Citrix Administrator is creating a Pooled/Random catalog using Machine Creation Services (MCS). Which service on the Citrix Delivery Controller will enable the communication to the Hypervisor?
Answer: B
Explanation:
The Citrix Host Service on the Delivery Controller manages communication with the hypervisor. It enables Machine Creation Services (MCS) to provision, power manage, and update virtual machines in pooled or random catalogs.
NEW QUESTION # 46
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: D
NEW QUESTION # 47
Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site with a large number of Windows users running various locally attached client printers. No network printers are being used. The administrator has enabled the HDX printer mapping policy to 'Auto-create all client printers', which has resulted in a large number of drivers being loaded onto the Virtual Delivery Agent (VDA) machines. New standards are requiring the administrator to limit these Windows drivers on the VDA machines. Which printing feature can the administrator enable to meet the new standards?
Answer: B
Explanation:
Enabling the Citrix Universal Printer Driver allows client printers to be auto-created without requiring individual printer drivers to be installed on the VDA machines. This standardizes printing, reduces driver sprawl, and meets compliance requirements by minimizing the number of Windows drivers on the VDAs.
NEW QUESTION # 48
Scenario: A Citrix Administrator has enabled an HDX Session printers policy within a Citrix Virtual Apps and Desktops Site. The administrator added a printer to a print server and assigned the printer to all users through a session printer policy. In addition, several local client printers are auto-created within HDX sessions. No other printing policies are configured. How will print jobs be routed when users send print jobs to a printer managed by the print server?
Answer: B
Explanation:
When using session printers from a print server, print jobs are routed directly from the VDA to the network print server, which then forwards them to the physical printer. The HDX virtual channel is only used for client printers, not for print server-based session printers.
NEW QUESTION # 49
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