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mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates t

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Python Apache-2.0Created Sep 1, 2019

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Overview

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

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python

Source: github.language+pyproject.toml · Jul 11, 2026

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Deployment

MLRun serving can productize the newly trained LLM as a serverless function using real-time auto-scaling Nuclio serverless functions. The application pipeline includes all the steps from accepting events or data, contextualizing it with a state preparing the required model features, inferring results using one or more models, and driving actions.

Docs: Serving gen AI models, GPU utilization, Gen AI realtime serving graph Tutorial: Deploy LLM using MLRun Demos: Call center demo, Banking agent demo Video: Call center