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With the Salesforce AI-201 Certification Exam, you can demonstrate your skills and upgrade your knowledge.The Salesforce AI-201 certification exam will provide you with many personal and professional benefits such as more career opportunities, updated and in demands expertise, an increase in salary, instant promotion, and recognition of skills across the world.

Salesforce AI-201 Exam Syllabus Topics:

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

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q70-Q75):

                              NEW QUESTION # 70
                              Universal Containers (UC) wants to offer personalized service experiences and reduce agent handling time with Al-generated email responses, grounded in Knowledge base. Which AI capability should UC use?

                              Answer: A

                              Explanation:
                              For Universal Containers (UC) to offer personalized service experiences and reduce agent handling time using AI-generated responses grounded in the Knowledge base, the best solution is Einstein Service Replies for Email. This capability leverages AI to automatically generate responses to service- related emails based on historical data and the Knowledge base, ensuring accuracy and relevance while saving time for service agents.


                              NEW QUESTION # 71
                              Universal Containers (UC) wants to create a new Sales Email prompt template in Prompt Builder using the "Save As" function. However, UC notices that the new template produces different results compared to the standard Sales Email prompt due to missing hyperparameters. What should UC do to ensure the new prompt template produces results comparable to the standard Sales Email prompts?

                              Answer: C

                              Explanation:
                              When Universal Containers creates a new Sales Email prompt template using the "Save As" function, missing hyperparameters can result in different outputs. To ensure the new prompt produces comparable results to the standard Sales Email prompt, the Agentforce Specialist should manually add the necessary hyperparameters to the new template.
                              Hyperparameters like Temperature, Frequency Penalty, and Presence Penalty directly affect how the AI generates responses. Ensuring that these are consistent with the standard template will result in similar outputs.


                              NEW QUESTION # 72
                              Universal Containers (UC) wants to build an Agentforce Service Agent that provides the latest, active, and relevant policy and compliance information to customers. The agent must:
                              - Semantically search HR policies, compliance guidelines, and company
                              procedures.
                              - Ensure responses are grounded on published Knowledge.
                              - Allow Knowledge updates to be reflected immediately without manual
                              reconfiguration.
                              What should UC do to ensure the agent retrieves the right information?

                              Answer: B

                              Explanation:
                              UC requires an Agentforce Service Agent to deliver accurate, up-to-date policy and compliance info with specific criteria.


                              NEW QUESTION # 73
                              Universal Containers (UC) needs to create a custom prompt template that can be called from a Lightning web component. Which prompt template type should UC create?

                              Answer: B

                              Explanation:
                              The AgentForce Developer Integration Guide specifies that Flex prompt templates are the correct type for custom or embedded integrations, such as invoking a prompt from a Lightning Web Component (LWC).
                              Flex templates are designed for general-purpose use cases and can be called programmatically via Apex, Flow, or LWC APIs. They offer flexible input and output structures, allowing developers to integrate AgentForce reasoning into custom applications and UI components.


                              NEW QUESTION # 74
                              Universal Containers (UC) plans to automatically populate the Description field on the Account object. Which type of prompt template should UC use?

                              Answer: C

                              Explanation:
                              Universal Containers (UC) wants to automatically populate the Description field on the Account object. The AI-driven solution must generate textual data and write it directly into a field.
                              Field Generation Prompt Template
                              Primary Use Case: A Field Generation prompt template is specifically designed to create or fill in fields on a record with AI-generated text.
                              Auto-population: By configuring a Field Generation prompt template, admins can define the instructions, data inputs, and desired output for the AI. The resulting text then populates the specified field, such as the Account Description.


                              NEW QUESTION # 75
                              ......

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