Prompt Engineering

Prompt engineering is the discipline of designing and systematically optimizing prompts so that a language model produces the most accurate, relevant, and useful outputs for a given task. It involves techniques such as providing specific examples (few-shot prompting), explicitly breaking the task down into individual steps, defining the role or format of the response, and iteratively testing different formulations. A well-designed prompt can significantly increase the accuracy of responses without the need to modify the model itself.