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Taking prompt optimization from an art into a science

  • MIPRO is a promising development in prompt optimization for multi-layer LLM systems.
  • It treats prompt engineering as an optimization problem, allowing developers to refine prompts that maximize performance.
  • MIPRO is integrated with DSPy, a programming framework for composing LLM-powered applications.
  • This advancement is transforming AI development by automating prompt optimization and moving away from manual crafting.

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