prompt-engineering
Prompt Engineering
The art and science of crafting instructions for AI models to get optimal results.
What Is Prompt Engineering
Prompt engineering is the process of designing, testing, and optimizing text instructions (prompts) for large language models. A well-crafted prompt can dramatically change the quality of a response.
Core Techniques
- Zero-shot — task without examples
- Few-shot — task with a few examples
- Chain of Thought — step-by-step reasoning
- Role prompting — assigning a role to the model
- Structured output — requiring a specific response format
Why It Matters
The difference between a bad and good prompt can be the difference between a useless response and a perfect solution. Prompt engineering is a skill that pays off immediately.