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Azure Machine Learning Inference Server (HTTP)

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library 1.5.1 ·python
verified Jun 28, 2026

The `azureml-inference-server-http` library provides the core HTTP server runtime for deploying machine learning models on Azure Machine Learning. It hosts user-defined model scripts (`score.py`) by loading `init()` and `run()` functions, allowing models to be exposed via a FastAPI-based REST API. As of version 1.5.1, it continues to evolve primarily through internal improvements and stability updates, with a focus on seamless integration into the Azure ML ecosystem.

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