Project Title

Prompt-Engineering-Guide — Comprehensive Resource for Prompt Engineering with Large Language Models

Overview

The Prompt-Engineering-Guide is a repository that serves as a central hub for all things related to prompt engineering, a discipline focused on optimizing prompts for efficient use of language models. It offers a wealth of resources including papers, guides, lectures, and tools, making it a unique one-stop solution for researchers and developers looking to leverage large language models (LLMs) across various applications.

Key Features

Extensive collection of papers and learning materials on prompt engineering
Guides and lectures for understanding and utilizing large language models effectively
A variety of tools and references to aid in prompt engineering tasks
Web version of the guide for easy access and navigation

Use Cases

Researchers using prompt engineering to enhance LLMs' performance on complex tasks
Developers designing robust prompting techniques to interface with LLMs and other tools
Educators incorporating prompt engineering into their curriculum for teaching advanced AI concepts

Advantages

Centralized repository for all prompt engineering resources, simplifying access and discovery
Supports a wide range of applications, from question answering to arithmetic reasoning
Offers self-paced courses and corporate training services, expanding learning opportunities

Limitations / Considerations

The project's effectiveness is highly dependent on the user's understanding of language models and AI
The guide may require continuous updates to stay current with the rapidly evolving field of AI and language models

Hugging Face's Transformers: A library of pre-trained models for NLP, offering a different approach by providing ready-to-use models rather than focusing on prompt engineering techniques.
Papers with Code: A resource for the latest AI research papers and their implementations, which can complement the theoretical knowledge provided by the Prompt-Engineering-Guide.

Basic Information

GitHub: https://github.com/dair-ai/Prompt-Engineering-Guide
Stars: 60,904
License: Unknown
Last Commit: 2025-08-20

📊 Project Information

Project Name: Prompt-Engineering-Guide
GitHub URL: https://github.com/dair-ai/Prompt-Engineering-Guide
Programming Language: MDX
⭐ Stars: 60,904
🍴 Forks: 6,238
📅 Created: 2022-12-16
🔄 Last Updated: 2025-08-20

🏷️ Project Topics

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Prompt-Engineering-Guide

Project Description