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May 4, 2025

June 18, 2026 5:43 am

Formatting Record Summary Prompt Templates in Agentforce

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Understanding the Problem

When working with Record Summary Prompt Templates in Agentforce, it can be challenging to format the output to display parent items as bold headings and child items as plain or indented bullet points, while maintaining proper spacing between sections.

A community member asked about achieving a specific format, with bold headings for parent sections, plain bullets or indented child bullets for related items, and proper spacing between sections.

Platform-Level Explanation

At the platform level, Agentforce uses natural language processing to generate the output based on the prompt instructions. However, this output may not always be perfectly formatted, requiring additional processing to achieve the desired layout.

The root cause of this issue is the limitations of the natural language processing algorithm in generating perfectly formatted output, particularly when dealing with complex structures like nested bullet points and headings.

Step-by-Step Solution

To solve this problem, we can follow these steps:

  1. Define the desired output format in the prompt instructions, including the use of bold headings, bullet points, and indented child bullets.
  2. Use the Agentforce API to retrieve the generated output in JSON format.
  3. Post-process the JSON output in code to apply the desired formatting, using techniques like string manipulation and regular expressions.
  4. Render the formatted output in a user-friendly interface, such as a web page or a document.

formatOutput.js

const output = JSON.parse(agentforceOutput); const formattedOutput = output.map(section => { return `**${section.heading}**
` + section.items.map(item => `  - ${item.text}`).join(`
`); }).join(`

`); console.log(formattedOutput);

Best Practices and Recommendations

To ensure the best possible results when formatting Record Summary Prompt Templates in Agentforce, follow these best practices:

Checklist for Formatting Record Summary Prompt Templates

  • Clearly define the desired output format in the prompt instructions.
  • Use the Agentforce API to retrieve the generated output in JSON format.
  • Post-process the JSON output in code to apply the desired formatting.
  • Test and refine the formatting code to ensure consistent results.
  • Consider using a templating engine to render the formatted output.
  • Document the formatting process and code for future reference and maintenance.

Frequently Asked Questions

What is the best way to format Record Summary Prompt Templates in Agentforce?

The best way to format Record Summary Prompt Templates is to leverage the template instructions and post-process the output in code to achieve the desired format.

Can I use a templating engine to render the formatted output?

Yes, you can use a templating engine like Handlebars or Mustache to render the formatted output.

How do I retrieve the generated output in JSON format?

You can use the Agentforce API to retrieve the generated output in JSON format.

What are some common challenges when formatting Record Summary Prompt Templates?

Common challenges include achieving the desired layout, handling nested structures, and maintaining consistent formatting.

How do I test and refine the formatting code?

You can test and refine the formatting code by iterating on the code, testing it with different inputs, and refining the output to achieve the desired format.

Genetrix Technology · Salesforce Marketing Cloud Partner

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