Long Ge's Treasure Box

Jul 6, 2026 · Artificial Intelligence

Mastering Prompt Engineering: Techniques, Few‑Shot, CoT, and Advanced Strategies for LLMs

Prompt engineering optimizes LLM interactions by designing clear system and user prompts, structuring examples, and employing techniques such as few‑shot learning, chain‑of‑thought, HyDE, ReAct, and automated optimizers, which together improve accuracy, consistency, efficiency, and token cost.