Pin azure-ai-ml==1.31.0 to fix inference server crash

[Chakradhar886]

azure-ai-ml 1.32.0 (released 2026-03-16) introduces transitive dependency conflicts with azureml-inference-server-http inside the minimal-py312-inference container, causing a 502 liveness probe failure.

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