natnew/Awesome-Prompt-Engineering

Awesome-Prompt-Engineering - This repository includes resources for prompt engineering.

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This repository provides comprehensive resources for effectively communicating with AI models, from basic instructions to complex multi-agent systems. It takes in knowledge about AI capabilities and user needs, and provides guidance on how to structure prompts and manage context to get accurate and reliable outputs. This resource is for developers, researchers, and AI practitioners who are building or integrating AI into applications.

Use this if you need to understand how to craft instructions and architect the information environment for AI models to achieve specific, reliable outcomes.

Not ideal if you are a non-technical end-user looking for a tool to simply use AI, rather than to build or optimize AI applications.

AI development machine learning engineering AI research natural language processing AI systems design
No Package No Dependents
Maintenance 10 / 25
Adoption 9 / 25
Maturity 16 / 25
Community 19 / 25

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93

Forks

21

Language

Python

License

MIT

Last pushed

Feb 17, 2026

Commits (30d)

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