Prompt Engineering
Definition
The practice of designing input instructions to guide a language model toward producing desired outputs.
Prompt engineering is the art and science of crafting effective instructions for language models. A well-designed prompt provides clear context, specifies the desired output format, includes relevant examples, and sets appropriate constraints. In text refinement, prompts define how the model should transform raw transcriptions.
Ummless uses prompt engineering in its preset system — each preset contains carefully designed instructions that tell the language model how to refine text for a specific use case. For example, an email preset might instruct the model to add a greeting, organize thoughts into paragraphs, and use a professional tone, while a code comment preset might emphasize technical precision and brevity.