Prompt Engineering Guide zh CN

Prompt Word Engineering Guide

Prompt Engineering is a relatively new discipline for developing and optimizing prompts to efficiently utilize language models (LMs) for application on a variety of application and research topics. Tips engineering skills help better understand the abilities and limitations of large language models (LLMs). Researchers use prompt engineering to improve LLMs' ability on a wide range of common and complex tasks such as question and answer and arithmetic reasoning. Developers use prompt engineering to design powerful and effective prompt technology to interact with LLMs and other tools.

Driven by the high interest in developing LLMs, we created this new Tips Engineering Guide that contains all the latest papers, study guides, lectures, references and tools related to Tips Engineering.

Happy tips!

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Announcement/Update

• ? We launched a new web version guide here
• ? A new course in collaboration with Sphere is launched with the theme of LLMs' prompt engineering
• New ChatGPT Tips Engineering Guide is coming soon!
• We won No. 1 in Hacker News on February 21, 2023
• ? "Tip Engineering Lecture" has been launched here
• ? We are creating a series of comprehensive guides here

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Lecture

We gave a 1-hour lecture detailing tips, applications and tools.

• Video Lecture
• Notebook with code
• Slideshow

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Guide Here is a set of tips for engineering guides we developed. The guide is still being improved.

• Prompt Project - Introduction
• Prompt Project - Basic Tips
• Prompt Project - Advanced Prompts
• Prompt Project - Application
• Prompt Project - ChatGPT
• Prompt Project - Confrontation Prompt
• Prompt Project - Reliability
• Prompt Project - Miscellaneous Topics
• Prompt Project - Paper
• Prompt Project - Tools
• Prompt Project - Dataset
• Prompt Project - Additional Readings

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If you are working with this guide, please refer to us as follows:

 @article{Saravia_Prompt_Engineering_Guide_2022,
author = {Saravia, Elvis},
journal = {https://github.com/dair-ai/Prompt-Engineering-Guide},
month = {12},
title = {{Prompt Engineering Guide}},
year = {2022}
}

If there are any missing content, please open the PR. We highly welcome your feedback and suggestions, just ask questions!