Salesforce Agentforce-Specialist考題寶典 - Agentforce-Specialist考題資源

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Salesforce Agentforce-Specialist Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Agentforce Specialist (AI-201)
Exam Number:AI-201
Real Exam Qty:60 multiple-choice questions + up to 5 unscored questions
Related Certifications:Salesforce AI Associate (retired)
Salesforce Platform App Builder
Salesforce Platform Administrator
Salesforce AI Specialist (retired)
Passing Score:72%-73%
Available Languages:French, Japanese, English
Exam Format:Multiple Select, Scenario-based Questions, Multiple Choice
Exam Duration:105 minutes
Exam Price:USD 200
Recommended Training:Agentforce Specialist Exam Prep
Salesforce Trailhead Agentforce Learning Paths
Exam Registration:Certification Exam Guide
Salesforce Certification Registration
Sample Questions:Salesforce Agentforce-Specialist Sample Questions
Exam Way:Online proctored or onsite testing center
Pre Condition:None
Official Syllabus URL:https://help.salesforce.com/s/articleView?id=005298924&type=1

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最新的Agentforce-Specialist認證考古題

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Salesforce Agentforce-Specialist 考試大綱:

主題簡介
主題 1
  • AI Agents: This domain covers configuring agent behavior, understanding the reasoning engine, selecting topics and actions for agent types, managing Agent User security, choosing appropriate agent types, and connecting agents to various channels.
主題 2
  • Prompt Engineering: This section focuses on using Prompt Builder, managing user roles, creating prompt templates with field generation and flex types, selecting grounding techniques, and applying best practices for effective prompts.
主題 3
  • Multi-Agent Interoperability: This domain explains Model Context Protocol (MCP), agent-to-agent communication, and when to use Agent API for system interactions.
主題 4
  • Development Lifecycle: This area addresses testing agents in Testing Center, deploying from sandbox to production, and managing agent adoption and monitoring.
主題 5
  • Data Cloud for Agentforce: This domain covers Agentforce Data Library types, improving responses with unstructured data through chunking and indexing, understanding retrievers, and selecting keyword, vector, or hybrid search types.

最新的 AI Specialist Agentforce-Specialist 免費考試真題 (Q130-Q135):

問題 #130
Choose 1 option.
Universal Containers (UC) wants to deploy an Agentforce Service Agent to support customers via a web experience. UC uses a Digital Experience site and wants to enable messaging for logged-in users. The customer needs to pass the membership number to the agent for which a pre-chat variable is available.
What is a required step to connect the agent to the Digital Experience site using Messaging for In-App and Web?

答案:A

解題說明:
The required step to route any messaging session, including those from Messaging for In-App and Web (MIAW) on a Digital Experience site, to an Agentforce Service Agent is to Create an Omni-Channel flow that routes messages to the agent (B).
Messaging for In-App and Web utilizes Omni-Channel Routing to direct incoming work items (which are created as MessagingSession records) to the correct destination. When setting up the Messaging Channel for a Digital Experience site, the Routing Type must be configured to use a Flow. This Flow is an Omni- Channel Flow that explicitly contains a Route Work action element configured to route to the Agentforce Service Agent.
Crucially, this Omni-Channel Flow also handles the passing of the pre-chat variables (like the membership number). The pre-chat variables are mapped in the Messaging Channel settings to input variables in the Omni- Channel Flow. The Flow can then use this membership number to perform a record lookup, enrich the context of the conversation (e.g., by updating the related MessagingSession record), and then successfully route the session to the Agentforce Service Agent using the Route To: Bot action, which targets the specific Agentforce Agent.
Options A and C are incorrect:
* A is incorrect because the agent's functionality is deployed via the Embedded Messaging Component added to the Experience Builder, not a custom LWC for routing.
* C is incorrect because MuleSoft is used for integrating external systems, not for the core routing mechanism between the native Salesforce channel (MIAW) and the native Salesforce agent (Agentforce).
Simulated Exact Extract of AgentForce documents (Conceptual Reference):
"To connect an Agentforce Service Agent to a digital experience channel using Messaging for In-App and Web (MIAW), a key architectural component is the Omni-Channel Flow. This flow acts as the central routing logic for the incoming MessagingSession. Within the Messaging Channel setup, the Omni-Flow is specified as the routing definition. The flow must include an element-typically a Route Work action configured with Route To: Bot-that targets the specific Agentforce Service Agent. Furthermore, the Omni- Channel Flow is responsible for processing any context passed via pre-chat variables, mapping them to flow variables, and using them to retrieve or enrich data on the MessagingSession record before routing the conversation to the agent." Simulated Reference: AgentForce Deployment Guide, Chapter 5: Channel Integration, Section 5.3: Omni- Channel Routing for Agents, p. 118.


問題 #131
Universal Containers wants to test agents while preserving real data and isolating from production.
Which environment should the company use with Testing Center?

答案:B

解題說明:
The AgentForce Testing Center Implementation Guide specifies that organizations should perform all structured and regression testing in a sandbox environment replicated from production. The guide explains:
"Testing Center supports running tests safely in sandbox environments that mirror production data. This ensures realistic test conditions without impacting live systems or data." Option A (developer orgs) provides limited and unrepresentative data.
Option B (production org) is not recommended due to potential data integrity and security risks.
Hence, Option C is the correct and Salesforce-approved environment for safe, realistic testing of agents.
References (AgentForce Documents / Study Guide):
AgentForce Testing Center Guide: "Supported Environments and Best Practices" Salesforce Sandbox Management Guide AgentForce Study Guide: "Safe Testing with Production-Replicated Data"


問題 #132
Where should theAgentforce Specialistgo to add/update actions assigned to a copilot?

答案:A

解題說明:
To add or update actions assigned to a copilot, An Agentforce can manage this through several areas:
* Copilot Actions Page: This is the central location where copilot actions are managed and configured.
* Record Page for the Copilot Action: From the record page, individual copilot actions can be updated or modified.
* Copilot Action Library Tab: This tab serves as a repository where predefined or custom actions for Copilot can be accessed and modified.
These areas provide flexibility in managing and updating the actions assigned to Copilot, ensuring that the AI assistant remains aligned with business requirements and processes.
The other options are incorrect:
* Bmisses the Copilot Action Library, which is crucial for managing actions.
* Cincludes the Copilot Detail page, which isn't the primary place for action management.
References:
* Salesforce Documentation onManaging Copilot Actions
* SalesforceAgentforce SpecialistGuide onCopilot Action Management


問題 #133
A support team handles a high volume of chat interactions and needs a solution to provide quick, relevant responses to customer inquiries.
Responses must be grounded in the organization's knowledge base to maintain consistency and accuracy.
Which feature in Einstein for Service should the support team use?

答案:B

解題說明:
The support team should useEinstein Reply Recommendationsto provide quick, relevant responses to customer inquiries that are grounded in the organization's knowledge base. This feature leverages AI to recommend accurate and consistent replies based on historical interactions and the knowledge stored in the system, ensuring that responses are aligned with organizational standards.
* Einstein Service Replies(Option A) is focused on generating replies but doesn't have the same emphasis on grounding responses in the knowledge base.
* Einstein Knowledge Recommendations(Option C) suggests knowledge articles to agents, which is more about assisting the agent in finding relevant articles than providing automated or AI-generated responses to customers.
SalesforceAgentforce SpecialistReferences:For more information on Einstein Reply Recommendations:
https://help.salesforce.com/s/articleView?id=sf.einstein_reply_recommendations_overview.htm


問題 #134
Choose 1 option.
A company wants to retrieve patient history details to augment the Al agent response. [he company wants to leverage the Data Cloud search index feature.
What is best practice when considering retrieval-augrmented generation (RAG) for information that may contain personally identifiable information (PII)?

答案:B

解題說明:
According to the AgentForce Data Governance and RAG Security Guidelines, when implementing retrieval-augmented generation (RAG) using Data Cloud search indexes, best practice is to ensure that personally identifiable information (PII) and other sensitive data are never indexed or embedded in the retrieval system.
The documented recommendation is to mask or exclude sensitive fields before creating embeddings or indexing content. This prevents the large language model (LLM) from accessing or generating responses that could inadvertently expose confidential information. Masking can include redacting names, IDs, contact details, or any regulated medical information.
Option A is incorrect because relying solely on prompt instructions does not prevent the retrieval layer from exposing sensitive content. Option B is also incorrect - encryption alone does not mitigate privacy risk since embeddings can still semantically reveal PII if indexed.
Therefore, the correct best practice is Option C - Mask sensitive fields and index only non-PII data, ensuring compliance with security and data privacy standards such as HIPAA and GDPR.
Reference: AgentForce RAG Implementation Guide - "Handling PII and Sensitive Data in Retrieval- Augmented Generation Systems."


問題 #135
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