Prompt-Engineering-Guide
Prompt Guide
A comprehensive resource for guiding the development and optimization of prompts to use language models effectively in various applications.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
51k stars
564 watching
5k forks
Language: MDX
last commit: 3 months ago
Linked from 6 awesome lists
chatgptdeep-learninggenerative-ailanguage-modelopenaiprompt-engineering
steven2358/awesome-generative-ai
ewingyangs/awesome-open-gpt
jphall663/awesome-machine-learning-interpretability
filipecalegario/awesome-generative-ai
openmindclub/awesome-chatgpt
dukeluo/awesome-awesome-promptsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 miesnerjacob/learn-prompting | A comprehensive resource for learning prompt engineering techniques for interacting with large language models. | 36 |
 microsoft/prompt-engine | A utility library for crafting prompts to help Large Language Models generate specific outputs | 2,602 |
 brexhq/prompt-engineering | Guides software developers on how to effectively use and build systems around Large Language Models like GPT-4. | 8,487 |
 thinkingjimmy/learning-prompt | An online tutorial and resource for learning prompt engineering, covering topics such as prompt design, ChatGPT, and Midjourney usage. | 5,233 |
 mshumer/gpt-prompt-engineer | A tool for automating the process of generating and ranking effective prompts for AI models like GPT-4, GPT-3.5-Turbo, or Claude 3 Opus. | 9,411 |
 bigscience-workshop/promptsource | A toolkit for creating and using natural language prompts to enable large language models to generalize to new tasks. | 2,718 |
 thunlp/promptpapers | A curated list of papers on prompt-based tuning for pre-trained language models, providing insights and advancements in the field. | 4,112 |
| microsoft/promptbench | A unified framework for evaluating large language models' performance and robustness in various scenarios. | 2,487 |
 agencyenterprise/promptinject | A framework for analyzing the robustness of large language models to adversarial prompt attacks | 318 |
| dair-ai/ml-papers-explained | An explanation of key concepts and advancements in the field of Machine Learning | 7,352 |
 mattnigh/chatgpt3-free-prompt-list | Provides a guide and framework for designing effective prompts for language models like ChatGPT to generate specific responses. | 2,116 |
| microsoft/lmops | A research initiative focused on developing fundamental technology to improve the performance and efficiency of large language models. | 3,747 |
 guidance-ai/guidance | An efficient programming paradigm for controlling large language models | 19,259 |
 promptslab/promptify | A tool that uses large language models to extract structured information from unstructured text | 3,327 |
 rafalzawadzki/spellbook-forge | An ExpressJS middleware that allows users to execute LLM prompts stored in a git repository and retrieve results from a chosen model. | 74 |