MLRun

MLRun is an open-source AI orchestration framework designed to manage machine learning and generative AI applications throughout their lifecycle. It automates key stages such as data preparation, model tuning, customization, validation, and optimization for various models and live AI applications. The framework focuses on streamlining the operational aspects of AI development. It enables the rapid deployment of scalable real-time serving and application pipelines. MLRun provides built-in observability and supports flexible deployment across multi-cloud, hybrid, and on-premise environments. This allows for end-to-end automation of the AI pipeline, from training and testing to production deployment and ongoing management.