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Salesforce AI-201 Exam Syllabus Topics:

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

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q208-Q213):

                              NEW QUESTION # 208
                              Universal Containers (UC) is experimenting with using public Generative AI models and is familiar with the language required to get the information it needs. However, it can be time-consuming for both UC's sales and service reps to type in the prompt to get the information they need, and ensure prompt consistency. Which Salesforce feature should the company use to address these concerns?

                              Answer: A

                              Explanation:
                              UC wants to streamline the use of Generative AI by reducing the time reps spend typing prompts and ensuring consistency, leveraging their existing prompt knowledge.


                              NEW QUESTION # 209
                              What is the primary function of the reasoning engine in Agentforce?

                              Answer: A

                              Explanation:
                              Why is "Identifying agent topics and actions to respond to user utterances" the correct answer?
                              In Agentforce, the reasoning engine plays a critical role in interpreting user queries and determining the appropriate agent response.
                              Key Functions of the Reasoning Engine in Agentforce:
                              Analyzing User Intent
                              The reasoning engine interprets the meaning behind natural language user inputs.
                              It maps user utterances to predefined topics to determine the correct AI-generated response.
                              Selecting the Appropriate Agent Action
                              The engine evaluates available actions and selects the best response based on the detected topic.
                              For example, if a user asks, "What is my current account balance?", the reasoning engine:
                              Identifies the topic: "Account Information"
                              Chooses the correct action: "Retrieve account balance"
                              Executes the action and returns the response
                              Ensuring AI Accuracy and Context Awareness
                              The reasoning engine grounds AI-generated responses in relevant Salesforce data, ensuring accurate outputs.


                              NEW QUESTION # 210
                              What is one key purpose of action instructions when creating a custom agent action in Agentforce?

                              Answer: C

                              Explanation:
                              According to the AgentForce Action Design and Configuration Guide, action instructions serve as the directive text that informs the Reasoning Engine about when and how to invoke a specific action. The documentation states: "Action instructions guide the reasoning engine by describing the action's purpose, inputs, and when it should be selected. Clear, concise instructions improve the LLM's accuracy in mapping user intent to the correct action."


                              NEW QUESTION # 211
                              Universal Containers implements Custom Agent Actions to enhance its customer service operations. The development team needs to understand the core components of a Custom Agent Action to ensure proper configuration and functionality. What should the development team review in the Custom Agent Action configuration to identify one of the core components of a Custom Agent Action?

                              Answer: C

                              Explanation:
                              UC's development team needs to identify a core component of a Custom Agent Action in Agent Builder.


                              NEW QUESTION # 212
                              Universal Containers has a new AI project. What should An Agentforce consider when adding a related list on the Account object to be used in the prompt template?

                              Answer: C

                              Explanation:
                              Universal Containers (UC) wants to include details from a related list on the Account object in a prompt template. This is typically done via Prompt Builder in Salesforce's generative AI setup.
                              Prompt Builder Behavior
                              Selecting a Related List: Within Prompt Builder, you can navigate to the object (Account) and choose which related list (e.g., Contacts, Opportunities) you want to reference.
                              Field Picker: Once a related list is chosen, Prompt Builder provides a field picker interface, allowing you to select specific fields from that related list. These fields then become available for merge fields or dynamic insertion within your prompt.


                              NEW QUESTION # 213
                              ......

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