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arXiv:2401.14423cs.SE

Prompt Design and Engineering: Introduction and Advanced Methods

Xavier Amatriain

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Abstract

Prompt design and engineering has rapidly become essential for maximizing the potential of large language models. In this paper, we introduce core concepts, advanced techniques like Chain-of-Thought and Reflection, and the principles behind building LLM-based agents. Finally, we provide a survey of tools for prompt engineers.

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cs.SESoftware Engineering cs.LGMachine Learning

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