AI-201 PDF Guide - Test AI-201 Assessment

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Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
Multi-Agent Interoperability5%- Agent-to-agent communication
- Agent API usage scenarios
- Model Context Protocol (MCP)
AI Agents35%- Deterministic controls: filters and variables
- Agent User security and permissions
- Agent types: Service, Sales, Employee
- Topics and actions configuration
- Agent architecture and reasoning engine
- Channel integration: digital experience, email, Slack
Data Cloud for Agentforce20%- Retrievers and search types: keyword, vector, hybrid
- Agentforce Data Library types
- Unstructured data processing: chunking, indexing
- Improving response accuracy with data grounding
Prompt Engineering20%- Grounding techniques and best practices
- Prompt Builder usage and use cases
- Prompt management and user roles
- Prompt template creation: field generation, flex types
Development Lifecycle15%- Monitoring, adoption and optimization
- Version control and maintenance
- Deployment: sandbox to production
- Testing agents in Testing Center

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Salesforce Certified Agentforce Specialist Sample Questions (Q126-Q131):

NEW QUESTION # 126
Which part of the Einstein Trust Layer architecture leverages an organization's own data within a large language model (LLM) prompt to confidently return relevant and accurate responses?

Answer: B

Explanation:
Dynamic Grounding in the Einstein Trust Layer architecture ensures that large language model (LLM) prompts are enriched with organization-specific data (e.g., Salesforce records, Knowledge articles) to generate accurate and relevant responses. By dynamically injecting contextual data into prompts, it reduces hallucinations and aligns outputs with trusted business data.


NEW QUESTION # 127
Universal Containers (UC) noticed an increase in customer contract cancellations in the last few months. UC is seeking ways to address this issue by implementing a proactive outreach program to customers before they cancel their contracts and is asking the Salesforce team to provide suggestions. Which use case functionality of Model Builder aligns with UC's request?

Answer: B

Explanation:
Customer churn prediction is the best use case for Model Builder in addressing Universal Containers' concerns about increasing customer contract cancellations. By implementing a model that predicts customer churn, UC can proactively identify customers who are at risk of canceling and take action to retain them before they decide to terminate their contracts. This functionality allows the business to forecast churn probability based on historical data and initiate timely outreach programs.


NEW QUESTION # 128
Northern Trail Outfitters (NTO) wants to configure Einstein Trust Layer in its production org but is unable to see the option on the Setup page. After provisioning Data Cloud, which step must an Al Specialist take to make this option available to NTO?

Answer: B

Explanation:
For Northern Trail Outfitters (NTO) to configure the Einstein Trust Layer, the Einstein Generative AI feature must be enabled. The Einstein Trust Layer is closely tied to generative AI capabilities, ensuring that AI-generated content complies with data privacy, security, and trust standards.


NEW QUESTION # 129
An Agentforce at Universal Containers is working on a prompt template to generate personalized emails for product demonstration requests from customers. It is important for the Al-generated email to adhere strictly to the guidelines, using only associated opportunity information, and to encourage the recipient to take the desired action. How should the Agentforce Specialist include these instructions on a new line in the prompt template?

Answer: A

Explanation:
In Salesforce prompt templates, instructions that guide how the Large Language Model (LLM) should generate content (in this case, personalized emails) can be included by surrounding the instruction text with triple quotes ("""). This formatting ensures that the LLM adheres to the specific instructions while generating the email content.
The use of triple quotes allows the AI to understand that the enclosed text is a directive for how to approach the task, such as limiting the content to associated opportunity information or encouraging a specific action from the recipient.


NEW QUESTION # 130
An Agentforce Specialist is tasked with analyzing Agent interactions, looking into user inputs, requests, and queries to identify patterns and trends. What functionality allows the Agentforce Specialist to achieve this?

Answer: C

Explanation:
The task requires analyzing user inputs, requests, and queries to identify patterns and trends in Agentforce interactions.


NEW QUESTION # 131
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