set onnxruntime depdency for python winml package to 1.23.2.3 (#590)

Co-authored-by: Prathik Rao <prathikrao@microsoft.com>

Author: prathikr

.pipelines/templates/build-python-steps.yml

@@ -110,8 +110,12 @@ steps:
         Write-Warning "No FLC wheel found matching $filter in ${{ parameters.flcWheelsDir }}"
       }
 
-- script: pip install onnxruntime-core==1.24.3 onnxruntime-genai-core==0.12.1
-  displayName: 'Install ORT native packages'
+- ${{ if eq(parameters.isWinML, true) }}:
+  - script: pip install onnxruntime-core==1.23.2.3 onnxruntime-genai-core==0.12.1
+    displayName: 'Install ORT native packages (WinML)'
+- ${{ else }}:
+  - script: pip install onnxruntime-core==1.24.3 onnxruntime-genai-core==0.12.1
+    displayName: 'Install ORT native packages'
 
 - script: pip install "pydantic>=2.0.0" "requests>=2.32.4" "openai>=2.24.0"
   displayName: 'Install pure python dependencies'

.pipelines/templates/test-python-steps.yml

@@ -98,8 +98,12 @@ steps:
         Write-Warning "No FLC wheel found matching $filter"
       }
 
-- script: pip install onnxruntime-core==1.24.3 onnxruntime-genai-core==0.12.1
-  displayName: 'Install ORT native packages'
+- ${{ if eq(parameters.isWinML, true) }}:
+  - script: pip install onnxruntime-core==1.23.2.3 onnxruntime-genai-core==0.12.1
+    displayName: 'Install ORT native packages (WinML)'
+- ${{ else }}:
+  - script: pip install onnxruntime-core==1.24.3 onnxruntime-genai-core==0.12.1
+    displayName: 'Install ORT native packages'
 
 - script: pip install "pydantic>=2.0.0" "requests>=2.32.4" "openai>=2.24.0"
   displayName: 'Install pure python dependencies'

sdk/python/requirements-winml.txt

@@ -3,5 +3,5 @@ requests>=2.32.4
 openai>=2.24.0
 # WinML native binary packages from the ORT-Nightly PyPI feed.
 foundry-local-core-winml==0.9.0.dev20260331004032
-onnxruntime-core==1.24.3
+onnxruntime-core==1.23.2.3
 onnxruntime-genai-core==0.12.1