Definition of Prompt Engineering Prompt Engineering is the practice of crafting and optimizing input prompts to guide the behavior and output of generative AI models, such as large language models (LLMs), image generators, or code generators. A prompt is the textual or symbolic instruction given to an AI model, and the way it is framed sign