PromptMage

PromptMage is an intuitive interface designed to simplify the creation and management of complex LLM workflows. This self-hosted solution offers prompt testing, comparison, and version control, making it ideal for both small teams and large enterprises. With features like an integrated prompt playground, auto-generated API, and evaluation modes, PromptMage aims to enhance productivity and foster practical LLM use.

Key Features

1. Prompt Playground 🎭

• Test, compare, and refine prompts in a user-friendly interface for rapid iteration.

2. Version Control 📝

• Track the development of prompts with built-in version control for seamless collaboration and iteration.

3. Auto-Generated API 🛠️

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

4. Evaluation Mode 📊

• Assess prompt performance through manual and automatic testing to ensure reliability before deployment.

5. Type-Hinting Magic 🧙‍♂️

• Type-hint everything for automatic inference and validation, streamlining the development process.

Use Cases

1. Developing AI-Driven Web Applications

• Use PromptMage to create and refine prompts for an AI web app that analyzes product reviews.

2. Research and Development Teams

• Facilitate collaboration among team members by tracking and comparing prompt iterations.

3. Enterprise-Level Projects

• Ensure high reliability and performance of LLM workflows in large-scale enterprise applications.

Conclusion

PromptMage is a powerful tool that simplifies the complexities of LLM workflow management. By offering an intuitive interface, robust version control, and advanced testing features, it enhances productivity and supports the practical application of LLM technology. Whether you're a small team or a large enterprise, PromptMage is designed to meet your needs and drive AI innovation.

FAQs

1. How do I get started with PromptMage?

• Follow the simple installation steps in the Getting Started guide to set up PromptMage locally or on your server.

2. What is the current status of PromptMage?

• PromptMage is currently in alpha state, with active development and frequent updates. The API and features may change.

3. Can I contribute to PromptMage?

• Absolutely! You can contribute by reporting bugs, suggesting features, or submitting pull requests. Check out the DEVELOPMENT.md file for more details.