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.

翻译：提示设计与工程已迅速成为最大化大型语言模型潜力的关键。本文介绍了核心概念、链式思维与反思等高级技术，以及构建基于大语言模型的智能体所遵循的原理。最后，我们对提示工程师可用的工具进行了综述。