An AI Specialist is setting up a new org and needs to ensure that users can create and execute prompt templates. The AI Specialist is unsure which roles are necessary for these tasks.
Which permission sets should the AI Specialist assign to users who need to create and execute prompt templates?
To effectively manage and use prompt templates, two distinct permission sets are required:
Prompt Template Manager: This permission set allows users to create prompt templates. It provides the necessary access to define templates, which can be shared and utilized across the organization.
Prompt Template User: This permission set is designed for users who need to execute the templates. It provides the ability to interact with pre-designed prompts and generate outcomes based on these templates.
The Data Cloud Admin permission set is not directly relevant to creating or executing prompt templates but is more focused on managing the Data Cloud.
'Permissions and Access for Prompt Templates | Salesforce Trailhead' .
Universal Containers wants to incorporate CRM data as well-formatted JSON in a prompt to a large language model (LLM).
What is an important consideration for this requirement?
Context of the Question
Universal Containers (UC) wants to send well-formatted JSON data in a prompt to a large language model (LLM).
The question is about an important technical or design consideration for including CRM data as JSON in that prompt.
Why Apex Code for JSON Formatting?
Apex to Generate JSON: Salesforce does not have a simple ''checkbox'' or single setting to ''convert CRM data to JSON.'' Typically, to structure data as JSON in a template, you either:
Use an Apex class that queries or processes the data, then returns a JSON string.
Use a Flow or formula approach (though complex data structures often require Apex).
No Built-In ''Enable JSON Format in Prompt Builder'': Prompt Builder doesn't have a toggle that automatically transforms data into JSON.
Conclusion The practical solution to pass CRM data in JSON format to an LLM is to use Apex code (or a specialized Flow approach) to produce a JSON string, which the prompt can then merge and pass along. Hence, Option B is correct.
Salesforce AI Specialist Reference & Documents
Salesforce AI Specialist Study Guide Emphasizes the need for custom logic (often in Apex) when complex data transformations (like JSON formatting) are required.
Which business requirement presents a good use case for leveraging Einstein Prompt Builder?
Context of the Question
Einstein Prompt Builder is a Salesforce feature that helps generate text (summaries, email content, responses) using AI models.
The question presents three potential use cases, asking which one best fits the capabilities of Einstein Prompt Builder.
Einstein Prompt Builder Typical Use Cases
Text Generation & Summaries: Great for writing or summarizing content, like responding to an email or generating text for a record field.
Why Not Forecast Future Sales Trends or Identify Potential High-Value Leads?
(Option A) Forecasting trends typically involves predictive analytics and modeling capabilities found in Einstein Discovery or standard reporting, not generative text solutions.
(Option B) Identifying leads for marketing campaigns involves lead scoring or analytics, again an Einstein Discovery or Lead Scoring scenario.
Sending a Personalized RFP Email (Option C) is a classic example of using generative AI to compose well-structured, context-aware text.
Conclusion Option C (Send reply to a request for proposal via a personalized email) is the best match for Einstein Prompt Builder's generative text functionality.
Salesforce AI Specialist Reference & Documents
Salesforce AI Specialist Study Guide Explains that generative AI features in Salesforce are designed for creating or summarizing text, not for advanced predictive use cases (like forecasting or lead scoring).
Universal Containers plans to enhance its sales team's productivity using Al.
Which specific requirement necessitates the use of Prompt Builder?
Which mechanism within the Einstein Trust Layer helps to ensure that personal data is handled in compliance with data protection regulations like GDPR?
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