PromptMage

Python framework for building multi-step LLM applications with version control and testing

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promptmage.io
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Quick facts
What is it Python framework for building multi-step LLM applications with version control and testing
Pricing Unknown
Platform Web Application
API Yes
Best for building multi-step LLM applications, managing prompt version history
Domain registered 2024

Data updated Aug. 1, 2026

What does PromptMage do?

PromptMage is a Python framework specifically designed for developers building complex, multi-step applications using large language models. It provides a structured environment where you can create, manage, and deploy LLM workflows as a self-hosted solution. The framework handles the orchestration of multiple prompt steps while maintaining visibility and control over each component of your AI application.

What sets PromptMage apart is its built-in version control system that treats prompts as first-class citizens, allowing teams to track changes and collaborate effectively. The interactive playground lets you test and compare prompts in real-time, while the automatic FastAPI generation means you can deploy your workflows without writing extensive integration code. The type-hinting system provides automatic validation and inference, reducing errors in complex LLM pipelines.

This tool is ideal for AI developers and research teams working on sophisticated LLM applications that require reproducibility and collaboration. Whether you're building product analysis systems, research assistants, or enterprise AI solutions, PromptMage provides the scaffolding to manage prompt development, testing, and deployment in a controlled, versioned environment.

#api generation#llm workflows#prompt testing#prompt versioning#python-framework

Key features

What makes it stand out
01
Integrated version control for tracking prompt development
02
Interactive playground for testing and refining prompts
03
Auto-generated FastAPI for easy deployment and integration
04
Manual and automatic evaluation mode for prompt validation
05
Type-hint system for automatic inference and validation

Who is PromptMage for?

Who benefits most from this tool
building multi-step LLM applications
managing prompt version history
testing and comparing prompt performance

Trust & presence

Domain Domain registered 2024

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