diff --git a/docs/source/cupy-basics.ipynb b/docs/examples/01_cupy-basics.ipynb
similarity index 100%
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rename to docs/examples/01_cupy-basics.ipynb
diff --git a/docs/source/introduction.ipynb b/docs/examples/02_introduction.ipynb
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diff --git a/docs/source/basic-computations.ipynb b/docs/examples/03_basic-computations.ipynb
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rename to docs/examples/03_basic-computations.ipynb
diff --git a/docs/source/high-level-api.ipynb b/docs/examples/04_high-level-api.ipynb
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rename to docs/examples/04_high-level-api.ipynb
diff --git a/docs/source/apply-ufunc.ipynb b/docs/examples/05_apply-ufunc.ipynb
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rename to docs/examples/05_apply-ufunc.ipynb
diff --git a/docs/source/real-example-1.ipynb b/docs/examples/06_real-example.ipynb
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diff --git a/docs/index.md b/docs/index.md
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--- a/docs/index.md
+++ b/docs/index.md
@@ -53,12 +53,12 @@ Large parts of this documentations comes from [SciPy 2023 Xarray on GPUs tutoria
    :maxdepth: 1
    :caption: User Guide
 
-   source/cupy-basics
-   source/introduction
-   source/basic-computations
-   source/high-level-api
-   source/apply-ufunc
-   source/real-example-1
+   examples/01_cupy-basics
+   examples/02_introduction
+   examples/03_basic-computations
+   examples/04_high-level-api
+   examples/05_apply-ufunc
+   examples/06_real-example
 
 
 **Tutorials & Presentations**: