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Lesson 15 of 20 ยท Asking Questions

Zero-shot vs few-shot prompting

Zero-shot gives no examples; few-shot provides 2-5 examples. Few-shot dramatically improves performance on structured tasks like classification.

  • Zero-shot uses no examples; few-shot provides some.
  • Few-shot significantly improves structured tasks.

Think about it

What is retrieval-augmented generation (RAG)?

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