Prompty standardizes LLM prompts as a single asset, enhancing observability, understandability, and portability for AI application developers. It aims to accelerate the developer inner loop by providing a structured format and tooling for prompt creation, management, and debugging.

How It Works

Prompty defines a specification for prompts, treating them as a unified asset that includes templating, model configurations, and execution logic. This approach allows for dynamic rendering and easy switching between different LLM configurations, simplifying the prompt engineering workflow.

Quick Start & Requirements

• Install the VS Code extension from the Visual Studio Code Marketplace.
• Requires Visual Studio Code.
• Supports Azure OpenAI and OpenAI models. API keys can be stored in VS Code settings or environment variables.
• Official documentation: https://prompty.ai

Highlighted Details

• VS Code extension provides an integrated playground for prompt creation and preview.
• Supports defining and switching between multiple model configurations (user/workspace level).
• Integrates with orchestration frameworks like Prompt flow, Langchain, and Semantic Kernel.
• Offers quick generation of integration snippets for supported frameworks.

Maintenance & Community

• Developed by Microsoft.
• Feedback and contributions are welcomed via the GitHub repository.

Licensing & Compatibility

• License details are not explicitly stated in the README.
• Compatibility with commercial or closed-source applications is not specified.

Limitations & Caveats

The README does not specify the license type, which may impact commercial use. Detailed compatibility notes for various LLM providers beyond OpenAI and Azure OpenAI are also absent.