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CodeSignal

Format Control in Prompt Engineering

via CodeSignal

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
    • Ensuring Bulleted List Output
    • Creating Structured JSON Responses for Team Member Details
    • Creating a Structured Motivational Quote Prompt
  • Unit 2: Bullets of Clarity: Structuring List Responses in Prompt Engineering
    • Creating a Prompt for Mental Benefits of Hydration
    • Creating a Two-Layered Bulleted List for Cognitive Benefits of Hydration
    • Crafting a Prompt for Cognitive Benefits of Hydration
  • Unit 3: Crafting LLM Prompts for Markdown Header-Organized Outputs
    • Creating a Markdown Outline for Cellular Respiration
    • Outlining Photosynthesis Steps with Markdown Headers
    • Organizing Mitosis with Markdown Headers
  • Unit 4: Structured Data Mastery in Prompt Engineering
    • Generating User Information in JSON Format
    • Generating Car Information in Various Formats
    • Building Websites with LLM
  • Unit 5: Constructing Prompts for Executable Code
    • Creating a Precise SQL Query Prompt
    • Creating a Precise SQL Query Prompt
    • Creating a Weather Data Scraping Script with LLM Guidance

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