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PromptMage Playground

Welcome to PromptMage

PromptMage is designed to offer an intuitive interface that simplifies the process of creating and managing complex LLM workflows.

Get Started Learn More

WARNING

This application is currently in alpha state and under active development. Please be aware that the API and features may change at any time.

  • Set up in 5 minutes


    Get PromptMage up and running quickly with simple installation steps. Deploy locally or on your server with ease.

    Getting started

  • Version Control Built-in


    Track prompt development with integrated version control, making collaboration and iteration seamless.

    Learn more

  • Prompt Playground


    Test, compare, and refine prompts in an intuitive interface designed for rapid iteration.

    Playground

  • Auto-generated API


    Leverage a FastAPI-powered, automatically created API for easy integration and deployment.

    API Documentation

  • Evaluation Mode


    Assess prompt performance through manual and automatic testing, ensuring reliability before deployment.

    Evaluation Guide

  • More to Come


    Stay tuned for upcoming features and enhancements as we continue to evolve PromptMage.

    Roadmap

About the Project

"PromptMage" is designed to offer an intuitive interface that simplifies the process of creating and managing LLM workflows as a self-hosted solution. It facilitates prompt testing and comparison, and it incorporates version control features to help users track the development of their prompts. Suitable for both small teams and large enterprises, "PromptMage" seeks to improve productivity and foster the practical use of LLM technology.

The approach with "PromptMage" is to provide a pragmatic solution that bridges the current gap in LLM workflow management. We aim to empower developers, researchers, and organizations by making LLM technology more accessible and manageable, thereby supporting the next wave of AI innovations.

Take the walkthrough to see what you can do with PromptMage.

Philosophy

  • Integrate the prompt playground into your workflow for fast iteration
  • Prompts as first-class citizens with version control and collaboration features
  • Manual and automatic testing and validation of prompts
  • Easy sharing of results with domain experts and stakeholders
  • build-in, automatically created API with fastAPI for easy integration and deployment
  • Type-hint everything for automatic inference and validation magic

Projects using PromptMage

  • product-review-research: An AI webapp build with PromptMage to provide in-depth analysis for products by researching trustworthy online reviews.

Development

To develop PromptMage, check out the DEVELOPMENT.md file.

Contributing

Contributing

We welcome contributions from the community! If you're interested in improving PromptMage, you can contribute in the following ways:

  • Reporting Bugs: Submit an issue in our repository, providing a detailed description of the problem and steps to reproduce it.
  • Feature Requests: Have ideas on how to make PromptMage better? We'd love to hear from you! Please submit an issue, detailing your suggestions.
  • Pull Requests: Contributions via pull requests are highly appreciated. Please ensure your code adheres to the coding standards of the project, and submit a pull request with a clear description of your changes.

Contact

For any inquiries or further information, feel free to reach out at promptmage@tobiassterbak.com.

❤️ Acknowledgements

This project was supported by