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Welcome to the Principles Framework Wiki! This repository is dedicated to providing comprehensive information, guides, and resources to help you understand, install, and utilize the Principles Framework effectively.
Principles is an experimental framework designed to generate specialized AI agents based on a singular goal or problem statement. By leveraging first principles thinking, Principles deconstructs complex goals into their most fundamental truths or components—the smallest, indivisible parts of the problem. This approach allows for the creation of a network of collaborating agents, each tailored to address a specific fundamental component, resulting in highly effective and efficient AI solutions.
- First Principles Decomposition: Breaks down singular goals into fundamental components.
- Automated Agent Generation: Creates specialized agents for each component.
- Enhanced Performance: Tailored agents offer greater accuracy and efficiency.
- Modular Design: Easily integrate agents into larger workflows or nest within other agents.
- Iterative Development: Continuously refine and improve agents based on feedback.
- OpenAI Integration: Utilizes OpenAI's GPT models for advanced NLP capabilities.
- Introduction
- Features
- How It Works
- Validation and Supporting Evidence
- Installation
- Usage
- Example Workflow
- Iterative Refinement and Integration
- Troubleshooting
- Contributing
- License
- References
- Additional Example Singular Goals
To begin using the Principles Framework, start with the Installation guide to set up your environment. Once installed, refer to the Usage page to learn how to generate and run specialized agents based on your singular goals.
We encourage contributions from the community! Whether you're looking to add new features, fix bugs, or improve documentation, please visit our Contributing page to learn how you can help.
The Principles Framework is released under the MIT License. Please refer to the License page for more details.
Explore various use cases and examples on how the Principles Framework can be applied across different domains in the Additional Example Singular Goals page.
For the latest updates, features, and discussions, make sure to:
- Star the repository to show your support.
- Watch the repository to receive notifications about new releases and updates.
- Join our community discussions to share your experiences and suggestions.
We extend our gratitude to the contributors and the research community whose work has significantly influenced the development of the Principles Framework. Your support and collaboration are invaluable in advancing this project.
Feel free to explore the Wiki pages linked above to dive deeper into the Principles Framework. If you have any questions or need further assistance, please open an issue in the repository or reach out to the community.