시험대비AI-201최신시험공부자료덤프샘플문제다운

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우리 Pass4Test 에는 최신의Salesforce AI-201학습가이드가 있습니다. Pass4Test의 부지런한 IT전문가들이 자기만의 지식과 끊임없는 노력과 경험으로 최고의Salesforce AI-201합습자료로Salesforce AI-201인증시험을 응시하실 수 있습니다.Salesforce AI-201인증시험은 IT업계에서의 비중은 아주 큽니다. 시험신청하시는분들도 많아지고 또 많은 분들이 우리Pass4Test의Salesforce AI-201자료로 시험을 패스했습니다. 이미 패스한 분들의 리뷰로 우리Pass4Test의 제품의 중요함과 정확함을 증명하였습니다.

Salesforce AI-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Cloud & Grounding	20%	- Data integration for AI agents 1. Using Data Cloud for retrieval augmentation 2. Connecting external data sources
Topic 2: AI Agents	35%	- Agent behavior configuration 1. Agent reasoning engine concepts 2. Filters and variables for deterministic behavior - Agent setup and orchestration 1. Standard and custom topics 2. Standard and custom agent actions
Topic 3: Testing, Deployment & Lifecycle	15%	- Agent lifecycle management 1. Testing and validation strategies 2. Sandbox to production deployment
Topic 4: Governance & Observability	10%	- AI governance 1. Monitoring agent behavior 2. Trust layer and compliance concepts
Topic 5: Prompt Engineering	20%	- 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

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AI-201최신 시험 공부자료 완벽한 덤프 최신버전

Pass4Test는IT업계전문가들이 그들의 노하우와 몇 년간의 경험 등으로 자료의 정확도를 높여 응시자들의 요구를 만족시켜 드립니다. 우리는 꼭 한번에Salesforce AI-201시험을 패스할 수 있도록 도와드릴 것입니다. 여러분은Salesforce AI-201시험자료 구매로 제일 정확하고 또 최신시험버전의 문제와 답을 사용할 수 있습니다. Pass4Tes의 인증시험적중 율은 아주 높습니다. 때문에 많은 IT인증시험준비중인분들에세 많은 편리를 드릴수 있습니다.100%정확도 100%신뢰.여러분은 마음편히 응시하시면 됩니다.

최신 AI Specialist AI-201 무료샘플문제 (Q42-Q47):

질문 # 42
Universal Containers has a strict change management process that requires all possible configuration to be completed in a sandbox which will be deployed to production. The Agentforce Specialist is tasked with setting up Work Summaries for Enhanced Messaging. Einstein Generative AI is already enabled in production, and the Einstein Work Summaries permission set is already available in production. Which other configuration steps should the Agentforce Specialist take in the sandbox that can be deployed to the production org?

A. Create custom fields to store issue, Resolution, and Summary; create a Quick Action that updates these fields: add the Wrap Up component to the Messaging Session record paae layout: and create Permission Set Assignments for the intended Agents.
B. From the Epstein setup menu, select Turn on Einstein: create custom fields to store Issue, Resolution, and Summary: create a Quick Action that updates these fields: and add the wrap up componert to the Messaging session record page layout.
C. Create custom fields to store issue, Resolution, and Summary; create a Quick Action that updates these fields: and ado the Wrap up component to the Messaging session record page lavcut.

정답：C

설명：
Universal Containers (UC) has a strict change management process that requires all possible configuration be completed in a sandbox and deployed to Production.
Einstein Generative AI is already enabled in Production, and the "Einstein Work Summaries" permission set is already available in Production.
The Agentforce Specialist needs to configure Work Summaries for Enhanced Messaging in the sandbox.
What Can Actually Be Deployed from Sandbox to Production?
Custom Fields: Metadata that is easily created in sandbox and then deployed.
Quick Actions: Also metadata-based and can be deployed from sandbox to production.
Layout Components: Page layout changes (such as adding the Wrap Up component) can be added to a change set or deployment package.

질문 # 43
Universal Containers wants an AI agent to answer questions about warranties using unstructured data stored in Data Cloud. Results must be filterable by product line and ranked by recent updates.

A. Use the default retriever which automatically accounts for recency ranking.
B. Apply semantic embeddings with default metadata filters to achieve the desired result.
C. Build a custom retriever in Einstein Studio with product line filters and recency ranking.

정답：C

질문 # 44
Universal Containers (UC) has configured an Agentforce Data Library using Knowledge articles.
When testing in Agent Builder and the Experience Cloud site, the agent is not responding with grounded Knowledge article information. However, when tested in Prompt Builder, the response returns correctly. What should UC do to troubleshoot the issue?

A. Ensure the Data Cloud User permission set has been assigned to the Agentforce Service Agent User.
B. Create a new permission set that assigns "Manage Knowledge" and assign it to the Agentforce Service Agent User.
C. Ensure the assigned User permission set includes access to the prompt template used to access the Knowledge articles.

정답：A

설명：
UC has set up an Agentforce Data Library with Knowledge articles, and while Prompt Builder retrieves the data correctly, the agent fails to do so in Agent Builder and Experience Cloud.

질문 # 45
Universal Containers (UC) uses a file upload-based data library and custom prompt to support AI- driven training content. However, users report that the AI frequently returns outdated documents.
Which corrective action should UC implement to improve content relevancy?

A. Switch the data library source from file uploads to a Knowledge-based data library, because Salesforce Knowledge bases automatically manage document recency, ensuring current documents are returned.
B. Continue using the default retriever without filters, because periodic re-uploads will eventually phase out outdated documents without further configuration or the need for custom retrievers.
C. Configure a custom retriever that includes a filter condition limiting retrieval to documents updated within a defined recent period, ensuring that only current content is used for AI responses.

정답：C

설명：
UC's issue is that their file upload-based Data Library (where PDFs or documents are uploaded and indexed into Data Cloud's vector database) is returning outdated training content in AI responses. To improve relevancy by ensuring only current documents are retrieved, the most effective solution is to configure a custom retriever with a filter (Option B). In Agentforce, a custom retriever allows UC to define specific conditions-such as a filter on a "Last Modified Date" or similar timestamp field-to limit retrieval to documents updated within a recent period (e.g., last
6 months). This ensures the AI grounds its responses in the most current content, directly addressing the problem of outdated documents without requiring a complete overhaul of the data source.

질문 # 46
Which design choice MOST reduces the risk of hallucinations?

A. Larger prompts
B. Higher temperature settings
C. Open-ended instructions
D. Strong grounding in Salesforce data

정답：D

설명：
Grounding responses in trusted Salesforce data significantly reduces hallucinations.

질문 # 47
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2026 Pass4Test 최신 AI-201 PDF 버전 시험 문제집과 AI-201 시험 문제 및 답변 무료 공유: https://drive.google.com/open?id=1AgYRsNpjv4qEZW5TIlheKmtkXcg4yTSo