Few-Shot Prompt Generator: Design Examples That Work

December 4th, 2024

1 minute

🟢easy Reading Level

Creating the right examples for few-shot prompting can be challenging and time-consuming, but it’s also one of the most effective ways to guide AI models.

That's why we developed a suite of Prompt Generators, customizable templates that generate meta-prompts. These meta-prompts provide instructions for your chatbot to create few-shot prompts specifically tailored to your AI model. Simply input your key details or choose from preset options.

What Tasks and Use Cases are Covered by Our Prompt Generators?

Here’s what’s included, with tools tailored to specific needs:

Generator NamePurpose
Few-Shot promptCreate structured examples for tasks like text classification, Q&A, or language translation.
Chain-of-Thought promptDesign multi-step reasoning prompts for complex problem-solving.
Domain adaptation promptCustomize prompts for specialized fields like medical, legal, or technical domains.

How It Works

  1. Select your generator
  2. Input your details
  3. Generate your prompt

Valeriia Kuka

Valeriia Kuka, Head of Content at Learn Prompting, is passionate about making AI and ML accessible. Valeriia previously grew a 60K+ follower AI-focused social media account, earning reposts from Stanford NLP, Amazon Research, Hugging Face, and AI researchers. She has also worked with AI/ML newsletters and global communities with 100K+ members and authored clear and concise explainers and historical articles.


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