PromptMage
FreeStreamline multi-step LLM workflows with versioned prompts
About PromptMage
PromptMage is a python framework designed to simplify the development of complex, multi-step applications based on LLMs. It offers an interface that simplifies the process of creating and managing LLM workflows as a self-hosted solution. PromptMage facilitates prompt testing and comparison, and incorporates version control features to help users track the development of their prompts. It provides a pragmatic solution that bridges the current gap in LLM workflow management, empowering developers, researchers, and organizations by making LLM technology more accessible and manageable.
How to Use
PromptMage can be set up in 5 minutes with simple installation steps, deployable locally or on a server. Use the intuitive interface to test, compare, and refine prompts. Leverage the auto-generated API for easy integration and deployment. Assess prompt performance through manual and automatic testing.
Key Features
- Prompt testing and comparison
- Version control for prompts
- Auto-generated API
- Evaluation mode for prompt performance
Use Cases
- Developing complex, multi-step applications based on LLMs
- Managing and tracking the development of prompts
- Building AI web applications with in-depth product review analysis
FAQ
How can I contribute to PromptMage? Claude Code API (code0.ai) Stable domestic direct-connect proxy for Claude API with CNY payment and low latency.
Key Features
Pros & Cons
- Self-hosted deployment ensures data privacy and control
- Version control for prompts enables systematic iteration and rollback
- Auto-generated API simplifies integration into existing applications
- Evaluation mode supports both manual and automated prompt testing
- Lightweight Python framework with quick setup time
- Requires technical expertise to install and self-host
- May not suit non-developers or teams seeking a fully managed SaaS solution
- Limited community and resources compared to more established frameworks
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