Prompt Engineering

Prompt engineering is the skill of crafting inputs that effectively communicate intent to a language model. Well-designed prompts can dramatically improve output quality, accuracy, and consistency.

Common prompt engineering techniques:

• Zero-Shot Prompting: Simply asking the model to perform a task
• Few-Shot Prompting: Providing examples of the desired output format
• Chain-of-Thought (CoT): Asking the model to reason step by step
• System Prompts: Setting the behavior and persona of the model
• Role Prompting: Assigning a specific role to the model

Prompt engineering has become an important skill in the AI era, with dedicated tools and marketplaces emerging. It is often more practical and cost-effective than fine-tuning for many use cases.