microsoft/genaiops-promptflow-template

GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

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Established

This project helps developers and data scientists efficiently build, evaluate, and deploy applications that use Large Language Models (LLMs) and Prompt Flow. It takes your Prompt Flow code and configuration, allowing for experimentation with different prompts and models, and outputs a managed, production-ready LLM-infused application. It's designed for engineers and data scientists responsible for creating and maintaining AI solutions powered by LLMs.

353 stars. No commits in the last 6 months.

Use this if you need a structured, end-to-end framework to manage the entire lifecycle of your LLM-powered applications built with Prompt Flow, from initial experimentation to cloud deployment.

Not ideal if you are looking for a simple tool to just write and test prompts without needing a full operational pipeline for deployment and monitoring.

LLM-Application-Development Prompt-Engineering MLOps AI-Solution-Deployment Model-Experimentation
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

353

Forks

273

Language

Python

License

Last pushed

Apr 22, 2025

Commits (30d)

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