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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: LLM Integration and GenAI Connectors | 20% | - Context windows and token management - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Topic 2: AI Governance and Safety | 20% | - Responsible AI principles - Audit logging and monitoring - PII masking and data protection - AI Trust Layer and guardrails - Hallucination mitigation |
| Topic 3: Agentic Automation Fundamentals | 25% | - Agent vs traditional bot differences - LLM and AI fundamentals - Autonomous agent concepts - Agent loop and ReAct pattern |
| Topic 4: Orchestration and Human-in-the-Loop | 15% | - Multi-agent collaboration - Human-in-the-loop design - Mixed agent + RPA workflows - Action Center and escalation flows - UiPath Maestro orchestration |
| Topic 5: Prompt Engineering | 20% | - System and role-based prompts - Structured output design - Few-shot and chain-of-thought prompting - Context grounding techniques |
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NEW QUESTION # 37
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: C
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 # 38
Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site where mandatory profiles are being used for all users. Users need to maintain the different printer property settings that are available for their HDX sessions. The administrator has enabled the HDX Printer properties retention policy for the Site. Which setting could the administrator use for this environment?
Answer: D
Explanation:
In environments using mandatory profiles, changes are discarded at logoff. To preserve user- specific printer property settings, the HDX Printer properties retention policy must be set to
"Saved on the client device only", ensuring the settings persist across sessions.
NEW QUESTION # 39
Which machine catalog supports the deployment of image updates using Citrix Studio?
Answer: C
Explanation:
Machine Creation Services (MCS) integrates with Citrix Studio to manage and deploy image updates. When the master image is updated, MCS can roll out those changes to all machines in the catalog, making it the catalog type that supports image updates directly from Studio.
NEW QUESTION # 40
Scenario: A Citrix Administrator needs to power-manage a group of Server OS Virtual Delivery Agent (VDA) machines that are all in the same Delivery Group. The administrator needs all the machines to be restarted once a week during the weekend. Additionally, a subset of the machines should be restarted every day during non-peak hours. Which feature must the administrator change from the default values in order to fulfill the requirements?
Answer: A
Explanation:
Tag restrictions allow administrators to apply different power management schedules to subsets of machines within the same Delivery Group. By tagging certain Server OS VDAs, the administrator can configure weekly restarts for all machines and daily restarts for only the tagged subset during non-peak hours.
NEW QUESTION # 41
Which three authentication features require Citrix XML Service trust to be enabled within a Citrix Virtual Apps and Desktops infrastructure? (Choose three.)
Answer: A,C,E
Explanation:
Citrix XML Service trust must be enabled when authentication credentials need to be passed securely from StoreFront to the Delivery Controller. This applies to HTTP Basic authentication, pass-through from NetScaler Gateway, and pass-through authentication, all of which rely on trusted XML communication.
NEW QUESTION # 42
......
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