Prompt Engineering Guide

A comprehensive guide to prompt engineering for large language models

ChineseSelectionOthersPrompt EngineeringLarge Language Models

The Prompt Engineering Guide is a comprehensive guide to prompt engineering, covering basic concepts, general techniques for designing prompts, prompt techniques, and applications of prompts. It helps users better understand the capabilities and limitations of large language models and master various skills and techniques for interacting with and developing them.

Optimization and development of large language models
General techniques for designing prompts
Zero-shot and few-shot prompting
Chain-of-thought (CoT) prompting
Self-consistency and knowledge generation prompting
Automatic reasoning and tool usage (ART)
Multimodal reasoning chain prompting methods
Graph-based prompting

To understand the capabilities and limitations of large language models
as well as the skills and techniques for interacting with and developing them.

Researchers use prompt engineering to optimize the ability of large language models to handle complex tasks.
Developers use prompt engineering to design powerful engineering techniques that integrate with large language models.
Users use prompt engineering to enhance the safety and capabilities of large language models.

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