# Awesome Prompt Engineering

A curated list of guides, courses, prompt libraries, tools, research papers and communities for prompt engineering with large language models and generative AI.

Awesome Prompt Engineering collects links across several categories: introductory guides such as OpenAI's and Anthropic's own prompting guidance, courses and tutorials including a DeepLearning.AI short course and hands-on notebook-based tutorials, prompt libraries and marketplaces, and tools for prompt orchestration, management, testing and visual prompt building.

It also links to foundational research papers on few-shot prompting and prompt programming, curated academic paper lists, and communities and blogs discussing prompt engineering, along with links to related awesome lists on the same topic.

Website: https://lnktr.net/awesome