Introduction#
Prompt engineering is the art and science of designing inputs to large language models to produce consistent, high-quality outputs. While basic prompts work for simple tasks, production systems require structured, repeatable patterns that minimize hallucination and maximize reliability.
This tutorial covers four advanced techniques: system prompt design, few-shot learning, chain-of-thought reasoning, and structured output enforcement. Each technique includes practical examples you can apply immediately.