This repository is dedicated to providing comprehensive guides, cheat sheets, and resources to help users maximize the performance of AI language models, like GPT-4, in various domains and applications.
- General Prompt Optimization
- Software Engineering & Tech Topics
- Data Science & Machine Learning
- Natural Language Processing
- Contributing
Discover essential components, features, and commands to optimize prompts and their performance. This guide covers general techniques applicable to a wide range of topics.
View General Prompt Optimization Guide
Maximize the capabilities of AI language models in software engineering and tech-related topics using advanced optimization techniques.
View Software Engineering & Tech Topics Guide
Learn how to optimize prompts for AI language models in data science and machine learning contexts.
View Data Science & Machine Learning Guide
Explore prompt optimization techniques specifically for natural language processing tasks and applications.
View Natural Language Processing Guide
We welcome contributions from the community. If you have an optimization guide or technique you'd like to share, please follow these steps:
- Fork the repository.
- Create a new branch with a descriptive name.
- Add your guide or update an existing one in Markdown format.
- Submit a pull request with a clear description of your changes.
We appreciate your support and collaboration in making this repository a valuable resource for everyone!