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Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
AI Agents35%- Agent setup and orchestration
  • 1. Standard and custom agent actions
    • 2. Standard and custom topics
      - Agent behavior configuration
      • 1. Agent reasoning engine concepts
        • 2. Filters and variables for deterministic behavior
          Prompt Engineering20%- Grounding techniques
          • 1. Best practices for prompt design
            • 2. Data grounding for reducing hallucinations
              - Prompt Builder usage
              • 1. Field generation and flex templates
                • 2. Prompt templates and configuration
                  Data Cloud & Grounding20%- Data integration for AI agents
                  • 1. Connecting external data sources
                    • 2. Using Data Cloud for retrieval augmentation
                      Testing, Deployment & Lifecycle15%- Agent lifecycle management
                      • 1. Sandbox to production deployment
                        • 2. Testing and validation strategies
                          Governance & Observability10%- AI governance
                          • 1. Trust layer and compliance concepts
                            • 2. Monitoring agent behavior

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q294-Q299):

                              NEW QUESTION # 294
                              Support agents at Universal Containers are using Agentforce to find troubleshooting information.
                              They've reported that the agent frequently provides knowledge articles that are outdated, even when newer versions of the articles are available. The administrator has confirmed that all articles are correctly chunked and indexed. Which configuration change in the Data Cloud hybrid search index best addresses this problem?

                              Answer: C

                              Explanation:
                              The AgentForce Data Cloud Retrieval and Ranking Guide highlights that when outdated Knowledge articles appear before newer ones, administrators should configure ranking factors that prioritize content based on recency. The documentation specifies: "Adding a recency ranking factor using the LastModifiedDate or LastPublishedDate fields ensures the retrieval prioritizes the most up-to-date documents, improving response relevance."


                              NEW QUESTION # 295
                              A data scientist needs to view and manage models in Einstein Studio, and also needs to create prompt templates in Prompt Builder. Which permission sets should an Agentforce Specialist assign to the data scientist?

                              Answer: C

                              Explanation:
                              The data scientist requires permissions for Einstein Studio (model management) and Prompt Builder (template creation). Note: "Einstein Studio" may be a misnomer for Data Cloud's model management or a related tool, but we'll interpret based on context.


                              NEW QUESTION # 296
                              An Agentforce needs to enable the use of Sales Email prompt templates for the sales team. The Agentforce Specialist has already created the templates in Prompt Builder. According to best practices, which steps should the Agentforce Specialist take to ensure the sales team can use these templates?

                              Answer: C

                              Explanation:
                              To enable Sales Email prompt templates:
                              Permission Set: Assign the Prompt Template User permission set to the sales team to grant access to use pre-built templates.
                              Feature Activation: Enable Sales Emails in Salesforce Setup to activate the integration between prompt templates and email workflows.


                              NEW QUESTION # 297
                              Universal Containers has set up a Service Agent to allow customers to look up their order status.
                              The topic setup includes:
                              Name: Order Inquiry
                              Classification Description: Handles user requests to look up order status, including tracking details and delivery estimates for orders placed within the last 90 days.
                              Scope: Your job is only to assist authenticated users in looking up the status of their orders placed within the last 90 days. If the order is pending delivery, provide the tracking number and estimated delivery date. Do not handle inquiries for orders older than 90 days.
                              Which information will be used by the Agentforce reasoning engine to choose this topic?

                              Answer: B

                              Explanation:
                              The AgentForce Reasoning Engine Guide explains that the engine relies primarily on the Classification Description and Scope fields to determine which topic best matches the user's intent. The documentation notes: "Classification Description defines the purpose and context of a topic, while Scope provides the operational boundaries for when and how that topic should be triggered. Together, they guide the LLM in selecting the appropriate topic at runtime."


                              NEW QUESTION # 298
                              The Agentforce Specialist of Northern Trail Outfitters reviewed the organization's data masking settings within the Configure Data Masking menu within Setup. Upon assessing all of the fields, a few additional fields were deemed sensitive and have been masked within Einstein's Trust Layer.
                              Which steps should the Agentforce Specialist take upon modifying the masked fields?

                              Answer: A

                              Explanation:
                              After modifying masked fields in Einstein's Trust Layer, the next important step is to test and confirm that the responses generated by prompts utilizing the newly masked data still meet quality standards. This ensures that masking sensitive information does not negatively impact the usefulness or accuracy of the AI-generated content. Thorough testing helps identify any issues in prompt performance that could arise due to masking, and adjustments can be made if needed.


                              NEW QUESTION # 299
                              ......

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