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Salesforce AI-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Einstein Trust Layer & Security		- Data Masking 1. Configuration of privacy data entities - Trust Layer & Security Features 1. Enterprise-grade deployment
Topic 2: Agent Force Concepts	30%	- Data Cloud & Grounding Techniques 1. Real-world applications - Einstein GPT Integration 1. Advanced implementation strategies
Topic 3: Prompt Engineering	30%	- Agentforce AI Setup & Configuration 1. Advanced implementation strategies - Prompt Builder & Template Creation 1. Best practices
Topic 4: Reasoning Engine & AI Actions		- Workflow mastery 1. Custom Agent actions (Apex) 2. Standard Agent actions 3. Custom Agent actions (Flows)

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Salesforce Certified Agentforce Specialist Sample Questions (Q88-Q93):

NEW QUESTION # 88
Cloud Kicks (CK) recently finished the development of a new prompt template that uses its own large language model (LLM). CK is deploying a prompt template from a sandbox to a production org, and is receiving an error. When trying to deploy the change set, CK is getting an error related to the LLM used in the prompt template. What is the cause of the error?

A. The prompt does not specify that it is a custom LLM.
B. The name of the LLM does not match in sandbox and production.
C. BYOLLM is not yet supported for in prompt templates in production.

Answer: B

Explanation:
As documented in the AgentForce Prompt Template and BYOLLM (Bring-Your-Own-LLM) Deployment Guide, each prompt template references a specific LLM configuration by name and ID. When migrating components between environments (e.g., from sandbox to production), the referenced LLM must also exist in the target org with the exact same name and identifier.
If the LLM configuration is missing or named differently in production, the deployment fails, as the prompt template cannot resolve its model dependency.

NEW QUESTION # 89
What is the correct process to leverage Prompt Builder in a Salesforce org?

A. Select the appropriate prompt template type to use, develop the prompt within the prompt workspace, select resources to dynamically insert CRM-derived grounding data, pick the model to use, and test and validate the generated responses.
B. Select the appropriate prompt template type to use, select one of Salesforce's standard prompts, determine the object to associate the prompt, select a record to validate against, and associate the prompt to an action.
C. Enable the target object for generative prompting, develop the prompt within the prompt workspace, select records to fine-tune and ground the response, enable the Trust Layer, and associate the prompt to an action.

Answer: A

Explanation:
When using Prompt Builder in a Salesforce org, the correct process involves several important steps:
Select the appropriate prompt template type based on the use case.
Develop the prompt within the prompt workspace, where the template is created and customized.
Select CRM-derived grounding data to be dynamically inserted into the prompt, ensuring that the AI-generated responses are based on accurate and relevant data.
Pick the model to use for generating responses, either using Salesforce's built-in models or custom ones.
Test and validate the generated responses to ensure accuracy and effectiveness.

NEW QUESTION # 90
Universal Containers' Agent Action includes several Apex classes for the new Agentforce Agent.
What is an important consideration when deploying Apex that is invoked by an Agent Action?

A. Apex classes invoked by an Agent Action may be deployed with less than 75% test coverage as long as the agent is not activated in production.
B. The Apex classes may bypass the 75% code coverage requirement as long as they are only used by the agent.
C. The Apex classes must have at least 75% code coverage from unit tests, and all dependencies must be in the deployment package.

Answer: C

Explanation:
Universal Containers (UC) is using Apex classes within an Agent Action for their Agentforce Agent. Deploying Apex in Salesforce has specific requirements, especially when tied to Agentforce functionality.

NEW QUESTION # 91
What is the primary advantage of creating an individual retriever instead of the default retriever?

A. Individual retrievers allow the configuration of filters, specified fields, and how many results are returned.
B. Individual retrievers can aggregate multiple data spaces and data model objects (DMOs) into a unified retriever output.
C. Individual retrievers automatically generate new search indexes and dynamically update vectors.

Answer: A

Explanation:
The AgentForce Data Cloud and Retrieval Configuration Guide explains that individual retrievers offer customization flexibility beyond the default retriever. The guide states: "Individual retrievers allow specialists to define filters, select specific fields for retrieval, and configure result limits, providing fine-grained control over data recall and relevance."

NEW QUESTION # 92
An Agentforce is setting up a new org and needs to ensure that users can create and execute prompt templates. The Agentforce Specialist is unsure which roles are necessary for these tasks.
Which permission sets should the Agentforce Specialist assign to users who need to create and execute prompt templates?

A. Prompt Template Manager for creating templates and Data Cloud Admin for executing templates
B. Data Cloud Admin for creating templates and Prompt Template User for executing templates
C. Prompt Template Manager for creating templates and Prompt Template User for executing templates

Answer: C

Explanation:
To effectively manage and use prompt templates, two distinct permission sets are required:
Prompt Template Manager: This permission set allows users to create prompt templates. It provides the necessary access to define templates, which can be shared and utilized across the organization.
Prompt Template User: This permission set is designed for users who need to execute the templates. It provides the ability to interact with pre-designed prompts and generate outcomes based on these templates.
The Data Cloud Admin permission set is not directly relevant to creating or executing prompt templates but is more focused on managing the Data Cloud.

NEW QUESTION # 93
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