MLOps Platform
1.7k 2026-04-18
mlrun/mlrun
An open-source MLOps and AI orchestration platform for building, managing, and automating continuous machine learning and generative AI applications across their entire lifecycle.
Core Features
Continuous ML/Gen AI application lifecycle management
Automates delivery of production data, ML pipelines, and online applications
Integrates with development and CI/CD environments
Supports data management, development, and deployment for Gen AI tasks
Serverless deployment of LLMs with real-time auto-scaling using Nuclio
Detailed Introduction
MLRun is an open-source AI orchestration platform designed to streamline the development and management of continuous machine learning and generative AI applications. It integrates seamlessly into existing development and CI/CD environments, automating the delivery of production data, ML pipelines, and online applications. By breaking down silos between data, ML, software, and DevOps/MLOps teams, MLRun significantly reduces engineering efforts, accelerates time to production, and optimizes computation resource utilization, enabling faster continuous improvements.