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Prompt Engineering Guide
Guides, papers, lessons and notebooks for prompt engineering, RAG and AI agents.
Day 43 since launch · Launched 25 August 2026
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What is Prompt Engineering Guide?
Prompt Engineering Guide by DAIR.AI is the most widely used open resource for prompt engineering, with guides, papers, lessons and notebooks covering prompting techniques, context engineering, RAG and AI agents.
Pros
- The reference resource for prompting
- Combines guides, papers and runnable notebooks
- Constantly updated with new techniques
Cons
- Large — takes time to work through
- Some sections assume LLM familiarity
Who should use Prompt Engineering Guide
Anyone who works with LLMs and wants to get systematically better at prompting, RAG and agent design.
Who may not need it
Users looking for a single short cheat sheet rather than a full curriculum.
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