Python: Version bump and dependency updates #28507

Job	Run time
paths-filter	9s
python-integration-tests-check	7s
Python Pre-Merge Integration Tests - Memory (incl samples using those)	0s
Python Pre-Merge Integration Tests - AI Services (incl samples using those)	0s
Python Pre-Merge Integration Tests - Ollama	0s
Python Integration Tests - Scheduled run	0s
Python Pre-Merge Integration Tests - Multi-Modality	0s
Python Pre-Merge Integration Tests - Agents	0s
	16s

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