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Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Cloud & Grounding20%- Data integration for AI agents
  • 1. Using Data Cloud for retrieval augmentation
    • 2. Connecting external data sources
      Topic 2: AI Agents35%- Agent setup and orchestration
      • 1. Standard and custom topics
        • 2. Standard and custom agent actions
          - Agent behavior configuration
          • 1. Agent reasoning engine concepts
            • 2. Filters and variables for deterministic behavior
              Topic 3: Prompt Engineering20%- Grounding techniques
              • 1. Data grounding for reducing hallucinations
                • 2. Best practices for prompt design
                  - Prompt Builder usage
                  • 1. Prompt templates and configuration
                    • 2. Field generation and flex templates
                      Topic 4: Testing, Deployment & Lifecycle15%- Agent lifecycle management
                      • 1. Sandbox to production deployment
                        • 2. Testing and validation strategies
                          Topic 5: Governance & Observability10%- AI governance
                          • 1. Monitoring agent behavior
                            • 2. Trust layer and compliance concepts

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q169-Q174):

                              NEW QUESTION # 169
                              Universal Containers wants to automatically populate the Description field on the Account object.

                              Answer: B


                              NEW QUESTION # 170
                              An Agentforce turned on Einstein Generative AI in Setup. Now, the Agentforce Specialist would like to create custom prompt templates in Prompt Builder. However, they cannot access Prompt Builder in the Setup menu. What is causing the problem?

                              Answer: B

                              Explanation:
                              In order to access and create custom prompt templates in Prompt Builder, the Agentforce Specialist must have the Prompt Template Manager permission set assigned. Without this permission, they will not be able to access Prompt Builder in the Setup menu, even though Einstein Generative AI is enabled.


                              NEW QUESTION # 171
                              Universal Containers (UC) needs to improve the agent productivity in replying to customer chats.
                              Which generative AI feature should help UC address this issue?

                              Answer: B

                              Explanation:
                              Service Replies: This generative AI feature automates and assists in generating accurate, contextual, and efficient replies for customer service agents. It uses past interactions, case data, and the context of the conversation to provide draft responses, thereby enhancing productivity and reducing response times.
                              Case Summaries: Summarizes case information but does not assist directly in replying to customer chats.
                              Case Escalation: Refers to moving cases to higher-level support teams but does not address the need to improve chat response productivity.
                              Thus, Service Replies is the best feature for this requirement as it directly aligns with improving agent efficiency in replying to chats.


                              NEW QUESTION # 172
                              Universal Containers (UC) is building a Flex prompt template. UC needs to use data returned by the flow in the prompt template. Which flow element should UC use?

                              Answer: B

                              Explanation:
                              Universal Containers (UC) wants to build a Flex prompt template that uses data returned by a Flow.
                              "Flex Prompt Templates" allow admins and Agentforce Specialists to incorporate external or dynamic data into generative AI prompts.
                              Why "Add Flow Instructions" Is Needed
                              Passing Flow Data into Prompt Templates: When configuring the prompt, you must specify how data from the running Flow is passed into the Flex template. The designated element for that is typically "Flow Instructions," which map the Flow outputs to the prompt.


                              NEW QUESTION # 173
                              The marketing team at Universal Containers is looking for a way personalize emails based on customer behavior, preferences, and purchase history. Why should the team use Agent as the solution?

                              Answer: C

                              Explanation:
                              Agent is designed to assist in generating personalized, AI-driven content based on customer data such as behavior, preferences, and purchase history. For the marketing team at Universal Containers, this is the perfect solution to create dynamic and relevant email content. By leveraging Agent, they can ensure that each customer receives tailored communications, improving engagement and conversion rates.


                              NEW QUESTION # 174
                              ......

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