ChatGPT has been popular for a while, and many users have also experienced ChatGPT, and his answer is very powerful. But some people can get good answers, and some people get answers that are not very perfect. In fact, this short period of time has a lot to do with a project called Prompt Engineering.
Prompt Engineering, he can teach us how to have a better conversation with ChatGPT, how to better prompt ChatGPT, the answer we want.
In these tutorials, I will teach you how to develop and optimize tips to better use large models such as GPT and better integrate the capabilities of large models into your system.
1. Wu Enda's Prompt Engineering Course
An official tutorial jointly launched by Mr. Wu Enda and OpenAI, including videos, codes, and documents.
Prompt Engineering, a course for developers developed by Andrew Ng and Isabella Fulford. Wu Enda introduced in detail how to optimize the prompt to improve the output quality, as well as the application examples of GPT in summarization, reasoning, conversion and expansion. Finally, he also teaches the specifics of how to write a chatbot.
Since the course is primarily taught in English and is aimed at developers, it may be difficult for students with average English skills or no development experience. Therefore, this Chinese translation is provided to help students deepen their understanding, but developers are strongly recommended to watch the video directly.
Original address: https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/
Chinese address: https://github.com/datawhalechina/prompt-engineering-for-developers
2. Prompt Engineering Guide
The content of the prompt engineering guide is easy to understand and is very suitable for beginners. The content of the guide is detailed, including the introduction, skills, applications, actual combat, papers, etc. of the prompt engineering. After mastering it, you can use the acquired skills to deal with it. Large language models handle complex tasks.
Tutorial address:
https://www.promptingguide.ai/zh
3. The Learning Prompt
tutorial includes two parts, ChatGPT and Midjourney, which are some experiences and methods summed up by the author in the process of learning Prompt Engineering. If you are also learning, I hope this tutorial can help you.
ChatGPT Tutorial: From the shallower to the deeper, from the user's point of view, teach you how to use ChatGPT and how to use ChatGPT better.
Midjourney Tutorial: Teach you how to use Midjourney through various scenarios. Even a novice can get started quickly after reading the tutorial.
Tutorial address:
https://learningprompt.wiki/docs
4. Brex's Prompt Engineering Guide
This is a guide in English. If you are good at English, you can refer to it. It mainly introduces the history of large language models, strategies for using and building programming systems on large language models (such as OpenAI's GPT-4) , guidelines and security recommendations.
Tutorial address: https://github.com/brexhq/prompt-engineering
5. Prompt Engineer's Guide
The Prompt Engineer's Guide is derived from the English version, but the prompt part of AIGC is added. In order to lower the learning threshold for students, the translation is updated.
Tutorial address:
https://github.com/wangxuqi/Prompt-Engineering-Guide-Chinese
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