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Agentforce-Specialist Salesforce Certified Agentforce Specialist (AI-201) Spring 26 Update is now Stable and With Pass Result | Test Your Knowledge for Free

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Agentforce-Specialist Practice Questions

Salesforce Certified Agentforce Specialist (AI-201) Spring 26 Update

Last Update 18 hours ago
Total Questions : 379

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Our free AI Specialist practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about Agentforce-Specialist. Use this test to pinpoint which areas you need to focus your study on.

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Question # 51

Ursa Major Solar is developing a help agent that must answer customer questions by grounding prompts in data from both internal Knowledge articles and an external partner portal. The Agentforce Specialist configures the agent to use a Data 360 search index. During testing in Agentforce Builder, the agent occasionally provides conflicting answers, and the specialist needs to differentiate between these two grounding sources to troubleshoot the responses.

Which Data 360 process should the specialist review to ensure the origin of the information is accurately identified and made available?

Options:

A.  

The data harmonization process, where raw data is mapped to data model objects and source metadata is standardized to be queried specifically by hybrid retrievers.

B.  

The Retrieval-Augmented Generation synthesis phase, where the large language model automatically uses a semantic retriever to append the source system tag to the final generated output.

C.  

The Data 360 retriever function process, where retrieved content can be filtered based on source metadata, such as document type or author, to refine results before they are ranked using semantic or hybrid search.

Discussion 0
Question # 52

Coral Cloud Resorts needs to ensure its booking agent executes actions in a specific sequence: first retrieve available sessions, then verify customer eligibility, and finally create the booking. The current implementation allows the large language model (LLM) to execute these actions in any order, causing booking failures.

Which approach should an AgentForce Specialist implement?

Options:

A.  

Write comprehensive topic instructions detailing the exact sequence of actions using numbered steps and explicit ordering requirements for the reasoning engine to follow during booking workflows.

B.  

Create custom variables that store completion status for each step, then implement conditional filters on subsequent actions requiring previous variables to be populated, ensuring deterministic execution order.

C.  

Configure topic, classification description, and action instructions with priority levels and sequence indicators to guide the reasoning engine in selecting the correct action order automatically.

Discussion 0
Question # 53

Universal Containers (UC) has a Flex prompt template that has been used for the last three months to answer questions based on user input. Now, UC wants to give a PDF as a second input.

What is the best approach for the Agentforce Specialist to meet this requirement?

Options:

A.  

Reindex in order to add a new resource to an existing template.

B.  

Add a resource anytime by navigating to the Resources section and configuring inputs.

C.  

Discard the current Flex template and create a new one with a resource.

Discussion 0
Question # 54

Universal Containers (UC) is looking to enhance its operational efficiency. UC has recently adopted Salesforce and is considering implementing Agent to improve its processes.

What is a key reason for implementing Agent?

Options:

A.  

Improving data entry and data cleansing

B.  

Allowing AI to perform tasks without user interaction

C.  

Streamlining workflows and automating repetitive tasks

Discussion 0
Question # 55

When configuring a file upload-based Data Library, what are the maximum allowed file sizes for text or HTML files and PDF files, respectively?

Options:

A.  

Up to 100 MB for text or HTML files and up to 4 MB for PDF files

B.  

Up to 50 MB for both text or HTML files and PDF files

C.  

Up to 4 MB for text or HTML files and up to 100 MB for PDF files

Discussion 0
Question # 56

Universal Containers (UC) is using Einstein Generative AI to generate an account summary. UC aims to ensure the content is safe and inclusive, utilizing the Einstein Trust Layer ' s toxicity scoring to assess the content ' s safety level.

In the score of 1 indicate?

Options:

A.  

The response is the least toxic Einstein Generative AI Toxicity Scoring system, what does a toxicity category.

B.  

The response is not toxic.

C.  

The response is the most toxic.

Discussion 0
Question # 57

Universal Containers (UC) configured a new PDF file ingestion in Data Cloud with all the required fields, and also created the mapping and the search Index. UC Is now setting up the retriever and notices a required fleld is missing.

How should UC resolve this?

Options:

A.  

Create a new custom Data Cloud object that includes the desired field.

B.  

Update the search index to include the desired field.

C.  

Modify the retriever ' s configuration to include the desired field..

Discussion 0
Question # 58

In a Knowledge-based data library, which capability does enabling the “Filter by Knowledge Data Categories” option provide?

Options:

A.  

It applies custom metadata from the selected data categories to the Knowledge articles, aiming to enhance search relevance.

B.  

It organizes the indexed Knowledge articles into separate sections based on their assigned data categories.

C.  

It limits the indexed articles to only those belonging to selected data categories, thereby improving indexing precision.

Discussion 0
Question # 59

Which statement explains why a company might prefer a hybrid search index in Data Cloud for Agentforce?

Options:

A.  

Hybrid search indexes process queries faster than vector search because they eliminate the need for semantic embedding.

B.  

Vector embedding in hybrid search are prefiltered by keyword matches, reducing computational overhead and improving response accuracy.

C.  

Hybrid search indexes support both literal keyword matches and semantic recall, useful when queries mix specific terms and intent.

Discussion 0
Question # 60

Which scenario best demonstrates when an Agentforce Data Library is most useful for improving an AI agent’s response accuracy?

Options:

A.  

When the AI agent must provide answers based on a curated set of policy documents that are stored, regularly updated, and indexed in the data library.

B.  

When the AI agent needs to combine data from disparate sources based on mutually common data, such as Customer Id and Product Id for grounding.

C.  

When data is being retrieved from Snowflake using zero-copy for vectorization and retrieval.

Discussion 0
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