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Salesforce AI-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Governance & Observability	10%	- AI governance 1. Trust layer and compliance concepts 2. Monitoring agent behavior
Topic 2: Testing, Deployment & Lifecycle	15%	- Agent lifecycle management 1. Sandbox to production deployment 2. Testing and validation strategies
Topic 3: AI Agents	35%	- Agent setup and orchestration 1. Standard and custom topics 2. Standard and custom agent actions - Agent behavior configuration 1. Filters and variables for deterministic behavior 2. Agent reasoning engine concepts
Topic 4: Data Cloud & Grounding	20%	- Data integration for AI agents 1. Connecting external data sources 2. Using Data Cloud for retrieval augmentation
Topic 5: Prompt Engineering	20%	- Grounding techniques 1. Data grounding for reducing hallucinations 2. Best practices for prompt design - Prompt Builder usage 1. Field generation and flex templates 2. Prompt templates and configuration

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Salesforce Certified Agentforce Specialist Sample Questions (Q21-Q26):

NEW QUESTION # 21
Universal Containers implemented Agent for its users. One user complains that Agent is not deleting activities from the past 7 days. What is the reason for this issue?

A. Agent does not support the Delete Record action.
B. Agent does not have the permission to delete the user's records.
C. Agent Delete Record Action permission is not associated to the user.

Answer: A

Explanation:
Agent currently supports various actions like creating and updating records but does not support the Delete Record action. Therefore, the user's request to delete activities from the past 7 days cannot be fulfilled using Agent.
Unsupported Action: The inability to delete records is due to the current limitations of Agent's supported actions. It is designed to assist with tasks like data retrieval, creation, and updates, but for security and data integrity reasons, it does not facilitate the deletion of records.
User Permissions: Even if the user has the necessary permissions to delete records within Salesforce, Agent itself does not have the capability to execute delete operations.

NEW QUESTION # 22
Where should the Agentforce Specialist go to add/update actions assigned to a copilot?

A. Copilot Detail page, Global Actions, or the record page for the copilot action
B. Copilot Actions page, the record page for the copilot action, or the Copilot Action Library tab
C. Copilot Actions page or Global Actions

Answer: B

Explanation:
To add or update actions assigned to a copilot, An Agentforce can manage this through several areas:
Copilot Actions Page: This is the central location where copilot actions are managed and configured.
Record Page for the Copilot Action: From the record page, individual copilot actions can be updated or modified.
Copilot Action Library Tab: This tab serves as a repository where predefined or custom actions for Copilot can be accessed and modified.
These areas provide flexibility in managing and updating the actions assigned to Copilot, ensuring that the AI assistant remains aligned with business requirements and processes.

NEW QUESTION # 23
Coral Cloud Resorts is uploading thousands of new HTML knowledge articles files for a resort launch. To ensure Agentforce retrieves accurate responses quickly, which chunking strategy should be used when creating a new index?

A. Conversation-based chunking
B. Semantic-based passage extraction
C. Section-aware chunking

Answer: C

Explanation:
In AgentForce documentation on Knowledge Indexing and Chunking Strategies, Salesforce emphasizes that when uploading large volumes of structured content such as HTML or documentation files, the system should use section-aware chunking. The guide states: "Section- aware chunking preserves the logical boundaries of headings, paragraphs, and sub-sections in structured documents like HTML or PDF files, allowing the agent to retrieve contextually accurate and relevant responses quickly." This method ensures that the agent does not split content mid-section or lose contextual relationships between headings and body text. It enhances both retrieval speed and answer precision.

NEW QUESTION # 24
How does an Agent respond when it can't understand the request or find any requested information?

A. With a preconfigured message, based on the action type.
B. With a generated error message.
C. With a general message asking the user to rephrase the request.

Answer: C

Explanation:
Agentforce Agents are designed to handle situations where they cannot interpret a request or retrieve requested data gracefully.

NEW QUESTION # 25
Universal Containers has implemented an agent that answers questions based on Knowledge articles. Which topic and Agent Action will be shown in the Agent Builder?

A. General CRM topic and Answers Questions with LLM Action.
B. General FAQ topic and Answers Questions with Knowledge Action.
C. General Q&A topic and Knowledge Article Answers action.

Answer: B

Explanation:
UC's agent answers questions using Knowledge articles, configured in Agent Builder.

NEW QUESTION # 26
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