What is 提示工程指南?

The Prompt Engineering Guide is a project initiated by DAIR.AI, aimed at helping researchers and industry professionals understand prompt engineering. It provides various skills and techniques related to prompt engineering, including prompt development, optimization, and interaction with large language models. The guide also covers rich content such as paper research, study guides, models, lectures, and reference materials.

How to use 提示工程指南?

Users can browse different chapters on the website, such as introduction to prompt engineering, prompt techniques, prompt applications, and model introductions. Each page provides detailed explanations and examples, allowing users to learn or reference as needed. Additionally, users can contribute by using the edit button or join the DAIR.AI Academy to access courses.

Core features of 提示工程指南

Comprehensive prompt engineering guide covering basic to advanced techniques
Provides examples of various prompt techniques, such as zero-shot, few-shot, chain-of-thought, etc.
Includes model introductions, such as Flan, ChatGPT, GPT-4, etc.
Provides prompt application cases, such as data generation, code generation, classification, etc.
Covers adversarial prompting, risks, and misuse, etc.
Provides reference resources for papers, tools, and libraries
Supports multiple languages (Chinese, English)