Effective Prompting Techniques for AI

Oct 2, 2024

Mastering Prompting for ChatGPT and Google Bard

Introduction

  • Speaker: Jeff, a tech professional
  • Importance of prompting in generating quality outputs

Six Building Blocks of a Good Prompt

  1. Task
    • Start with an action verb (e.g., generate, give, write)
    • Clearly articulate the end goal
    • Example: Generate a three-month training program
  2. Context
    • Provides background information
    • Ask these questions to refine context:
      • What’s the user’s background?
      • What does success look like?
      • What environment are they in?
    • Example: "I'm a 70 kg male looking to put on 5 kg of muscle mass over the next 3 months..."
  3. Exemplars (Examples)
    • Including examples can drastically improve output quality
    • Examples of structuring prompts:
      • Resume bullet point structure
      • STAR framework for interview questions
  4. Persona
    • Define who ChatGPT/Bard should emulate
    • Use relevant professionals (e.g., recruiters, physical therapists)
    • Fictional characters can also be effective (e.g., Batman for an email)
  5. Format
    • Visualize the desired output format (e.g., paragraphs, tables, bullet points)
    • Example: Organize user feedback in a table format
  6. Tone
    • Define the tone (e.g., casual, formal, enthusiastic)
    • Provide emotional direction to the output
    • Example: "Use clear and concise language in a friendly yet confident tone."

Putting It All Together

  • Example Comprehensive Prompt:
    • Persona: Senior product marketing manager at Apple
    • Task & Format: Write an email to Tim Cook about the Apple Car launch
    • Structure: Include TLDR, project background, business results, and thanks
    • Tone: Clear, concise, confident yet friendly

Conclusion

  • Importance of understanding and applying these components to generate high-quality outputs
  • Teaser for next video on advancing from beginner to pro in prompting
  • Encouragement to subscribe for more tips and tricks.