diff --git a/.pipelines/OneBranch.Official.yml b/.pipelines/OneBranch.Official.yml
index b4eda506..c6de0380 100644
--- a/.pipelines/OneBranch.Official.yml
+++ b/.pipelines/OneBranch.Official.yml
@@ -22,18 +22,9 @@ parameters: # parameters are shown up in ADO UI in a build queue time
   default: 'ExampleEnvVar=ON'
 
 variables:
-  CDP_DEFINITION_BUILD_COUNT: $[counter('', 0)]
-  system.debug: ${{ parameters.debug }}
-  ENABLE_PRS_DELAYSIGN: 1
-  ROOT: $(Build.SourcesDirectory)
-  REPOROOT: $(Build.SourcesDirectory)
-  OUTPUTROOT: $(REPOROOT)\out
-  NUGET_XMLDOC_MODE: none
-  CIBW_BUILD: cp3{8,9,10,11}-*amd64
-  CIBW_ARCHS: AMD64
-  CIBW_BUILD_VERBOSITY: 1
-  DEBIAN_FRONTEND: noninteractive
-  CIBW_ENVIRONMENT: "${{ parameters.ExtraEnv }}"
+- template: /.pipelines/templates/onebranch-common-variables.yml@self
+  parameters:
+    debug: ${{ parameters.debug }}
 
 resources:
   repositories:
@@ -62,76 +53,6 @@ extends:
         exclusionsFile: '$(REPOROOT)\.config\policheck_exclusions.xml'
 
     stages:
-    - stage: Windows_Build
-      jobs:
-      - job: main
-        pool:
-          type: windows
-
-        variables:
-          ob_outputDirectory: '$(REPOROOT)\out'
-          ob_sdl_binskim_break: true
-        steps:
-        - script: |
-            @echo off
-            set vswherepath="%ProgramFiles(x86)%\Microsoft Visual Studio\Installer\vswhere.exe"
-            for /f "usebackq delims=" %%i in (`%vswherepath% -latest -property installationPath`) do (
-              set vslatest="%%i"
-              if exist "%%i\Common7\Tools\vsdevcmd.bat" (
-                set vsdevcmd="%%i\Common7\Tools\vsdevcmd.bat"
-              )
-              if exist "%%i\Common7\IDE\CommonExtensions\Microsoft\CMake\CMake\bin\cmake.exe" (
-                set vscmake="%%i\Common7\IDE\CommonExtensions\Microsoft\CMake\CMake\bin\cmake.exe"
-              )
-              if exist "%%i\MSBuild\Current\Bin\amd64\msbuild.exe" (
-                set vsmsbuild="%%i\MSBuild\Current\Bin\amd64\msbuild.exe"
-              )
-            )
-
-            @echo vslatest %vslatest%
-            @echo vsdevcmd %vsdevcmd%
-            @echo vscmake %vscmake%
-            @echo vsmsbuild %vsmsbuild%
-
-            @echo ##vso[task.setvariable variable=vslatest]%vslatest%
-            @echo ##vso[task.setvariable variable=vsdevcmd]%vsdevcmd%
-            @echo ##vso[task.setvariable variable=vscmake]%vscmake%
-            @echo ##vso[task.setvariable variable=vsmsbuild]%vsmsbuild%
-          displayName: 'locate vsdevcmd via vswhere'
-        - script: |
-            call $(vsdevcmd) -arch=amd64
-            set PYTHONPATH=
-            set PYTHONHOME=
-            python -m pip install --upgrade pip
-            python -m pip install cibuildwheel numpy
-            python -m cibuildwheel --platform windows --archs AMD64 --output-dir $(REPOROOT)\out
-          displayName: Build wheels
-        - task: SDLNativeRules@3
-          inputs:
-            msBuildArchitecture: amd64
-            setupCommandlines: '"$(vscmake)" $(REPOROOT) -A x64 -B $(REPOROOT)\windows_out -DOCOS_BUILD_PYTHON=ON -DOCOS_ENABLE_CTEST=OFF -DCMAKE_BUILD_TYPE=RelWithDebInfo'
-            msBuildCommandline: '"$(vsmsbuild)" "$(REPOROOT)\windows_out\onnxruntime_extensions.sln" /p:RunCodeAnalysis=true /p:platform=x64 /p:configuration=RelWithDebInfo /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
-            excludedPaths: '$(REPOROOT)\windows_out#$(Build.SourcesDirectory)\cmake#C:\program files (x86)'
-          displayName: 'Run the PREfast SDL Native Rules for MSBuild'
-        - task: PostAnalysis@2
-          inputs:
-            GdnBreakGdnToolSDLNativeRulesSeverity: Warning
-            GdnBreakGdnToolSDLNativeRules: true
-          displayName: 'Guardian Break'
-        - script: |
-            7z x $(REPOROOT)\out\*.whl -o$(REPOROOT)\out\*
-          displayName: unzip the package
-        - task: onebranch.pipeline.signing@1
-          inputs:
-            command: 'sign'
-            signing_profile: 'external_distribution'
-            files_to_sign: '**/**/*.pyd;**/**/*.dll'
-            search_root: '$(REPOROOT)\out'
-          displayName: 'Sign runtime DLLs'
-        - script: |
-            for /D %%i in ("out\onnxruntime_extensions*-win*") do (
-              7z u %%i.whl .\%%i\*
-              rmdir /s /q %%i
-              )
-          workingDirectory: '$(REPOROOT)'
-          displayName: zip package
+    - template: /.pipelines/templates/onebranch-windows-build-stage.yml@self
+      parameters:
+        CibwEnv: ${{ parameters.ExtraEnv }}
diff --git a/.pipelines/OneBranch.PullRequest.yml b/.pipelines/OneBranch.PullRequest.yml
index 27a155dd..8c5e2735 100644
--- a/.pipelines/OneBranch.PullRequest.yml
+++ b/.pipelines/OneBranch.PullRequest.yml
@@ -22,18 +22,9 @@ parameters: # parameters are shown up in ADO UI in a build queue time
   default: 'ExampleEnvVar=ON'
 
 variables:
-  CDP_DEFINITION_BUILD_COUNT: $[counter('', 0)]
-  system.debug: ${{ parameters.debug }}
-  ENABLE_PRS_DELAYSIGN: 1
-  ROOT: $(Build.SourcesDirectory)
-  REPOROOT: $(Build.SourcesDirectory)
-  OUTPUTROOT: $(REPOROOT)\out
-  NUGET_XMLDOC_MODE: none
-  CIBW_BUILD: cp3{8,9,10,11}-*amd64
-  CIBW_ARCHS: AMD64
-  CIBW_BUILD_VERBOSITY: 1
-  DEBIAN_FRONTEND: noninteractive
-  CIBW_ENVIRONMENT: "${{ parameters.ExtraEnv }}"
+- template: /.pipelines/templates/onebranch-common-variables.yml@self
+  parameters:
+    debug: ${{ parameters.debug }}
 
 resources:
   repositories:
@@ -62,76 +53,6 @@ extends:
         exclusionsFile: '$(REPOROOT)\.config\policheck_exclusions.xml'
 
     stages:
-    - stage: Windows_Build
-      jobs:
-      - job: main
-        pool:
-          type: windows
-
-        variables:
-          ob_outputDirectory: '$(REPOROOT)\out'
-          ob_sdl_binskim_break: true
-        steps:
-        - script: |
-            @echo off
-            set vswherepath="%ProgramFiles(x86)%\Microsoft Visual Studio\Installer\vswhere.exe"
-            for /f "usebackq delims=" %%i in (`%vswherepath% -latest -property installationPath`) do (
-              set vslatest="%%i"
-              if exist "%%i\Common7\Tools\vsdevcmd.bat" (
-                set vsdevcmd="%%i\Common7\Tools\vsdevcmd.bat"
-              )
-              if exist "%%i\Common7\IDE\CommonExtensions\Microsoft\CMake\CMake\bin\cmake.exe" (
-                set vscmake="%%i\Common7\IDE\CommonExtensions\Microsoft\CMake\CMake\bin\cmake.exe"
-              )
-              if exist "%%i\MSBuild\Current\Bin\amd64\msbuild.exe" (
-                set vsmsbuild="%%i\MSBuild\Current\Bin\amd64\msbuild.exe"
-              )
-            )
-
-            @echo vslatest %vslatest%
-            @echo vsdevcmd %vsdevcmd%
-            @echo vscmake %vscmake%
-            @echo vsmsbuild %vsmsbuild%
-
-            @echo ##vso[task.setvariable variable=vslatest]%vslatest%
-            @echo ##vso[task.setvariable variable=vsdevcmd]%vsdevcmd%
-            @echo ##vso[task.setvariable variable=vscmake]%vscmake%
-            @echo ##vso[task.setvariable variable=vsmsbuild]%vsmsbuild%
-          displayName: 'locate vsdevcmd via vswhere'
-        - script: |
-            call $(vsdevcmd) -arch=amd64
-            set PYTHONPATH=
-            set PYTHONHOME=
-            python -m pip install --upgrade pip
-            python -m pip install cibuildwheel numpy
-            python -m cibuildwheel --platform windows --archs AMD64 --output-dir $(REPOROOT)\out
-          displayName: Build wheels
-        - task: SDLNativeRules@3
-          inputs:
-            msBuildArchitecture: amd64
-            setupCommandlines: '"$(vscmake)" $(REPOROOT) -A x64 -B $(REPOROOT)\windows_out -DOCOS_BUILD_PYTHON=ON -DOCOS_ENABLE_CTEST=OFF -DCMAKE_BUILD_TYPE=RelWithDebInfo'
-            msBuildCommandline: '"$(vsmsbuild)" "$(REPOROOT)\windows_out\onnxruntime_extensions.sln" /p:RunCodeAnalysis=true /p:platform=x64 /p:configuration=RelWithDebInfo /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
-            excludedPaths: '$(REPOROOT)\windows_out#$(Build.SourcesDirectory)\cmake#C:\program files (x86)'
-          displayName: 'Run the PREfast SDL Native Rules for MSBuild'
-        - task: PostAnalysis@2
-          inputs:
-            GdnBreakGdnToolSDLNativeRulesSeverity: Warning
-            GdnBreakGdnToolSDLNativeRules: true
-          displayName: 'Guardian Break'
-        - script: |
-            7z x $(REPOROOT)\out\*.whl -o$(REPOROOT)\out\*
-          displayName: unzip the package
-        - task: onebranch.pipeline.signing@1
-          inputs:
-            command: 'sign'
-            signing_profile: 'external_distribution'
-            files_to_sign: '**/**/*.pyd;**/**/*.dll'
-            search_root: '$(REPOROOT)\out'
-          displayName: 'Sign runtime DLLs'
-        - script: |
-            for /D %%i in ("out\onnxruntime_extensions*-win*") do (
-              7z u %%i.whl .\%%i\*
-              rmdir /s /q %%i
-              )
-          workingDirectory: '$(REPOROOT)'
-          displayName: zip package
+    - template: /.pipelines/templates/onebranch-windows-build-stage.yml@self
+      parameters:
+        CibwEnv: ${{ parameters.ExtraEnv }}
diff --git a/.pipelines/templates/onebranch-common-variables.yml b/.pipelines/templates/onebranch-common-variables.yml
new file mode 100644
index 00000000..b7b4859c
--- /dev/null
+++ b/.pipelines/templates/onebranch-common-variables.yml
@@ -0,0 +1,15 @@
+parameters:
+- name: debug
+  displayName: 'Enable debug output'
+  type: boolean
+  default: false
+
+variables:
+  CDP_DEFINITION_BUILD_COUNT: $[counter('', 0)]
+  system.debug: ${{ parameters.debug }}
+  ENABLE_PRS_DELAYSIGN: 1
+  ROOT: $(Build.SourcesDirectory)
+  REPOROOT: $(Build.SourcesDirectory)
+  OUTPUTROOT: $(REPOROOT)\out
+  NUGET_XMLDOC_MODE: none
+  DEBIAN_FRONTEND: noninteractive
diff --git a/.pipelines/templates/onebranch-windows-build-stage.yml b/.pipelines/templates/onebranch-windows-build-stage.yml
new file mode 100644
index 00000000..137c21f8
--- /dev/null
+++ b/.pipelines/templates/onebranch-windows-build-stage.yml
@@ -0,0 +1,92 @@
+parameters:
+- name: CibwEnv
+  displayName: 'Extra env variable set to CIBW_ENVIRONMENT, in form of "A=1 B=2 C=3"'
+  type: string
+  default: ''
+
+stages:
+- stage: Windows_Build
+  dependsOn: []
+  jobs:
+  - job: main
+    pool:
+      type: windows
+
+    variables:
+      CIBW_BUILD: cp3{8,9,10,11}-*amd64
+      CIBW_ARCHS: AMD64
+      CIBW_ENVIRONMENT: "${{ parameters.CibwEnv }}"
+      CIBW_BUILD_VERBOSITY: 1
+      ob_outputDirectory: '$(REPOROOT)\out'
+      ob_sdl_binskim_break: true
+
+    steps:
+    - script: |
+        @echo off
+        set vswherepath="%ProgramFiles(x86)%\Microsoft Visual Studio\Installer\vswhere.exe"
+        for /f "usebackq delims=" %%i in (`%vswherepath% -latest -property installationPath`) do (
+          set vslatest="%%i"
+          if exist "%%i\Common7\Tools\vsdevcmd.bat" (
+            set vsdevcmd="%%i\Common7\Tools\vsdevcmd.bat"
+          )
+          if exist "%%i\Common7\IDE\CommonExtensions\Microsoft\CMake\CMake\bin\cmake.exe" (
+            set vscmake="%%i\Common7\IDE\CommonExtensions\Microsoft\CMake\CMake\bin\cmake.exe"
+          )
+          if exist "%%i\MSBuild\Current\Bin\amd64\msbuild.exe" (
+            set vsmsbuild="%%i\MSBuild\Current\Bin\amd64\msbuild.exe"
+          )
+        )
+
+        @echo vslatest %vslatest%
+        @echo vsdevcmd %vsdevcmd%
+        @echo vscmake %vscmake%
+        @echo vsmsbuild %vsmsbuild%
+
+        @echo ##vso[task.setvariable variable=vslatest]%vslatest%
+        @echo ##vso[task.setvariable variable=vsdevcmd]%vsdevcmd%
+        @echo ##vso[task.setvariable variable=vscmake]%vscmake%
+        @echo ##vso[task.setvariable variable=vsmsbuild]%vsmsbuild%
+      displayName: 'locate vsdevcmd via vswhere'
+
+    - script: |
+        call $(vsdevcmd) -arch=amd64
+        set PYTHONPATH=
+        set PYTHONHOME=
+        python -m pip install --upgrade pip
+        python -m pip install cibuildwheel numpy
+        python -m cibuildwheel --platform windows --archs AMD64 --output-dir $(REPOROOT)\out
+      displayName: Build wheels
+
+    - task: SDLNativeRules@3
+      inputs:
+        msBuildArchitecture: amd64
+        setupCommandlines: '"$(vscmake)" $(REPOROOT) -A x64 -B $(REPOROOT)\windows_out -DOCOS_BUILD_PYTHON=ON -DOCOS_ENABLE_CTEST=OFF -DCMAKE_BUILD_TYPE=RelWithDebInfo'
+        msBuildCommandline: '"$(vsmsbuild)" "$(REPOROOT)\windows_out\onnxruntime_extensions.sln" /p:RunCodeAnalysis=true /p:platform=x64 /p:configuration=RelWithDebInfo /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+        excludedPaths: '$(REPOROOT)\windows_out#$(Build.SourcesDirectory)\cmake#C:\program files (x86)'
+      displayName: 'Run the PREfast SDL Native Rules for MSBuild'
+
+    - task: PostAnalysis@2
+      inputs:
+        GdnBreakGdnToolSDLNativeRulesSeverity: Warning
+        GdnBreakGdnToolSDLNativeRules: true
+      displayName: 'Guardian Break'
+
+    - script: |
+        7z x $(REPOROOT)\out\*.whl -o$(REPOROOT)\out\*
+      displayName: unzip the package
+
+    - task: onebranch.pipeline.signing@1
+      inputs:
+        command: 'sign'
+        signing_profile: 'external_distribution'
+        files_to_sign: '**/**/*.pyd;**/**/*.dll'
+        search_root: '$(REPOROOT)\out'
+      displayName: 'Sign runtime DLLs'
+
+    - script: |
+        for /D %%i in ("out\onnxruntime_extensions*-win*") do (
+          7z u %%i.whl .\%%i\*
+          rmdir /s /q %%i
+          )
+      workingDirectory: '$(REPOROOT)'
+      displayName: zip package