Prompting Engineering Techniques

Zero-Shot Prompting

Few-Shot Promoting

Chain-of-Thought Prompting

Self-Consistency

Generated Knowledge Prompting

Prompt Chaining

Tree of Thoughts (ToT)

Retrieval Augmented Generation (RAG)

Automatic Reasoning and Tool-use (ART)

Automatic Prompt Engineer (APE)

Active-Prompt

Directional Stimulus Prompting

PAL (Program-Aided Language Models)

ReAct Prompting

Reflexion

Multimodal CoT Prompting