PromptMage
Simplify building multi-step LLM applications with version control and testing
Target Audience
- LLM Developers
- AI Researchers
- Technical Teams Building AI Workflows
Hashtags
Overview
PromptMage is a Python framework that helps developers create and manage complex AI workflows using large language models (LLMs). It handles the messy parts of prompt engineering by offering version control, testing tools, and automatic API generation. Teams can collaborate better and deploy reliable LLM applications faster without reinventing infrastructure.
Key Features
Version Control
Track prompt changes and collaborate seamlessly with built-in history
Prompt Playground
Test and compare prompts side-by-side in dedicated interface
Auto-API
Instant FastAPI endpoints for deploying LLM workflows
Evaluation Mode
Validate prompt performance before production deployment
Use Cases
Analyze product reviews from multiple sources
Build custom LLM-powered web apps
Test multiple prompt variations simultaneously
Validate AI model performance metrics
Pros & Cons
Pros
- Built-in version control for prompt evolution tracking
- Local/self-hosted deployment options
- Automatic API generation reduces integration work
- Type-hinting support for error prevention
Cons
- Alpha status means breaking API changes possible
- Requires Python development skills to implement
- Limited third-party integrations mentioned
Frequently Asked Questions
Can I use PromptMage for team collaborations?
Yes, built-in version control helps teams track prompt changes and work together effectively
Is my data stored locally?
Yes, PromptMage is designed as a self-hosted solution for data control
How do I integrate existing LLM models?
The framework provides API endpoints that can connect with your chosen LLM providers
Reviews for PromptMage
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