Prompt Engineering Guide
A comprehensive, reference-style guide to prompt engineering — techniques, patterns, papers and notebooks — extended with context engineering, RAG and agents.
Prompt Engineering Guide
A reference guide to prompt engineering and related practice: zero/few-shot, chain-of-thought, ReAct, self-consistency, plus context engineering, RAG and AI agents.
What's inside
- Technique write-ups with examples and cited papers
- Notebooks, model-specific notes and a curated reading list
- Powers promptingguide.ai
License: MIT