PromptMage

A versatile Python framework designed to streamline large language model (LLM) application development through efficient prompt management and version control solutions.

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AI Developer Tools Large Language Models (LLMs)Prompt Engineering AI Workflow AI API

About PromptMage

PromptMage is a comprehensive Python framework that simplifies the creation of complex, multi-step LLM applications. It offers an intuitive interface for designing, testing, and managing prompts within a self-hosted environment. With features like prompt comparison, version control, and auto-generated APIs, PromptMage empowers developers and researchers to efficiently build and deploy AI solutions. This tool bridges the gap in LLM workflow management, making advanced AI development more accessible and manageable for organizations and individual practitioners.

How to Use

Set up PromptMage in just five minutes with straightforward installation steps. Deploy it locally or on a server, then use its user-friendly interface to test, compare, and optimize prompts. Generate APIs automatically for seamless integration and deployment. Evaluate prompt performance through both manual testing and automated assessments.

Features

Prompt version control for tracking changes
Automatic API generation for easy integration
Tools for prompt testing and comparison
Evaluation mode to assess prompt effectiveness

Use Cases

Tracking and managing prompt development
Creating AI-powered web applications with detailed product analysis
Developing multi-step AI workflows based on LLMs

Best For

Data scientistsAI developersResearch teamsOrganizations implementing AI solutionsMachine learning engineers

Pros

Auto-generated APIs facilitate seamless integration
Supports both manual and automated prompt evaluation
Simplifies complex LLM workflow creation
User-friendly interface for prompt testing and management
Includes robust version control features

Cons

Currently in alpha release; features may evolve
Requires Python expertise for customization and development
Self-hosted setup demands server configuration and maintenance

FAQs

What is PromptMage?

PromptMage is a Python-based framework designed to simplify the development of complex, multi-step applications using large language models.

Is PromptMage suitable for production use?

As an alpha version, PromptMage is primarily for testing and development. Its features may change, so caution is advised before deploying in production.

Can I contribute to PromptMage’s development?

Yes, you can contribute by reporting bugs, improving documentation, suggesting features, or submitting code via pull requests.

Does PromptMage support automatic prompt evaluation?

Yes, it supports both manual testing and automatic evaluation of prompts to assess performance and effectiveness.

What are the system requirements for PromptMage?

PromptMage requires a Python environment and can be deployed locally or on a server with appropriate setup.