Paper ID: 2401.14423

Prompt Design and Engineering: Introduction and Advanced Methods

Xavier Amatriain

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.

Submitted: Jan 24, 2024