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CodeSignal

Journey Into Format Control in Prompt Engineering

via CodeSignal

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Overview

This course is designed to empower users with the skills needed to command LLMs to produce outputs in specific formats. From bulleted lists to complex JSON objects, learners will learn how to refine prompts that yield structured, format-specific responses. This advanced understanding enhances data manipulation, reporting, and ensures compatibility with broader systems.

Syllabus

  • Unit 1: Formatting Fundamentals: Crafting Precise Prompts
    • Always a Bulleted List
    • Structuring Team Data Effectively
    • Mastering Prompt Formatting
  • Unit 2: Bullets of Clarity: Structuring List Responses in Prompt Engineering
    • Hydration Benefits in Bullets
    • Two Layers of Bullets
    • Hydration's Role in Cognitive Health
  • Unit 3: Markdown Headers in Output Formatting
    • Markdown Headers in Prompt Engineering
    • Only h2 Headers
    • Structuring Prompts for Markdown Outputs
  • Unit 4: Structured Data Mastery: JSON and YAML Formats in LLM Responses
    • Crafting JSON User Data Prompts
    • Customizing YAML User Info Prompt
    • Advanced YAML prompts
  • Unit 5: Executable Code Mastery: Ensuring LLMs Yield Only Runnable Outputs
    • Customer table query
    • Crafting an SQL Query
    • Scraping Weather Data with Python

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