The Daily AI Show

Unleashing the Power of Structured Prompts In Google AI Studio


Listen Later

In today's episode of the Daily AI Show, Beth and Jyunmi explored the concept of structured prompting, specifically within Google AI Studio. They discussed how structured prompting involves providing instructions and examples to guide AI models in generating desired outputs. Beth demonstrated the practical application of structured prompting, comparing it to other forms such as few-shot prompting and fine-tuning, and highlighted the importance of example-based learning for efficiency and automation.

Key Points Discussed:

Introduction to Structured Prompting:

  • Beth explained that structured prompting combines instructions and examples to generate outputs with less manual input from the user.
  • This method is beneficial for creating specific outputs like product descriptions or brand names.
  • Few-Shot Prompting vs. Fine-Tuning:

    • Few-shot prompting uses a small number of examples to guide the AI, similar to fine-tuning but less intensive.
    • Fine-tuning involves adjusting the model with specific examples to perform certain tasks consistently.
    • Google AI Studio Features:

      • Google AI Studio allows users to create structured prompts with up to 500 examples.
      • Users can select different models, such as Gemini Flash or 1.5 Pro, depending on the task's complexity and required creativity.
      • Beth demonstrated the process of creating structured prompts, adjusting temperature settings, and using examples to fine-tune outputs.
      • Comparisons with Other AI Tools:

        • The discussion included a comparison with Anthropic's Claude, highlighting differences in setting temperatures and managing examples.
        • They touched on how variables and wildcards can be used in different AI models to customize outputs efficiently.
        • Practical Applications and Strategies:

          • The importance of setting the right temperature for creativity levels was emphasized.
          • Beth showed how to use Google Sheets for importing and exporting examples to streamline the process.
          • They discussed the cost benefits of using different models for various tasks, suggesting that some models might be more suitable for specific needs than others.
          • Audience Interaction and Future Topics:

            • The episode concluded with audience questions, including the convergence of prompting structures across models and personal preferences for different AI tools.
            • They announced an upcoming episode featuring Carl discussing specialized AI applications for business, starting with getfloorplans.com.

            • ...more
              View all episodesView all episodes
              Download on the App Store

              The Daily AI ShowBy The Daily AI Show Crew - Brian, Beth, Jyunmi, Andy, Karl, and Eran

              • 2.3
              • 2.3
              • 2.3
              • 2.3
              • 2.3

              2.3

              3 ratings


              More shows like The Daily AI Show

              View all
              a16z Podcast by Andreessen Horowitz

              a16z Podcast

              1,033 Listeners

              The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

              The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

              441 Listeners

              NVIDIA AI Podcast by NVIDIA

              NVIDIA AI Podcast

              331 Listeners

              AI Today Podcast by AI & Data Today

              AI Today Podcast

              156 Listeners

              Last Week in AI by Skynet Today

              Last Week in AI

              287 Listeners

              Me, Myself, and AI by MIT Sloan Management Review and Boston Consulting Group (BCG)

              Me, Myself, and AI

              106 Listeners

              The Artificial Intelligence Show by Paul Roetzer and Mike Kaput

              The Artificial Intelligence Show

              173 Listeners

              AI Chat: ChatGPT & AI News, Artificial Intelligence, OpenAI, Machine Learning by Jaeden Schafer

              AI Chat: ChatGPT & AI News, Artificial Intelligence, OpenAI, Machine Learning

              141 Listeners

              This Day in AI Podcast by Michael Sharkey, Chris Sharkey

              This Day in AI Podcast

              201 Listeners

              Latent Space: The AI Engineer Podcast by swyx + Alessio

              Latent Space: The AI Engineer Podcast

              75 Listeners

              The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis by Nathaniel Whittemore

              The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

              479 Listeners

              Everyday AI Podcast – An AI and ChatGPT Podcast by Everyday AI

              Everyday AI Podcast – An AI and ChatGPT Podcast

              94 Listeners

              Beyond The Prompt - How to use AI in your company by Jeremy Utley & Henrik Werdelin

              Beyond The Prompt - How to use AI in your company

              39 Listeners

              The Next Wave - AI and The Future of Technology by Hubspot Media

              The Next Wave - AI and The Future of Technology

              61 Listeners