Add intro to azstoragetorch Jupyter notebook (#57)

This is the notebook used for azstoragetorch demo at Build 2025
with the following deviations:
* Include bootstrap.py and cleanup.py script and sections to create
  and delete resources for notebook
* Removed Phi model portion of notebook because it is too large in
  size (20+ GB) for the purpose of introducing the library.

Also added links to the samples and notebook as part of the README
for better discoverability.

Author: kyleknap

.gitattributes

@@ -4,3 +4,4 @@
 Makefile text eol=lf
 requirements-dev.txt text eol=lf
 uv.lock text eol=lf
+samples/intro_notebook/azstoragetorch-intro.ipynb eol=lf

MANIFEST.in

@@ -4,6 +4,6 @@ include requirements-dev.txt
 recursive-include tests *.py
 recursive-include doc *
 include mypy.ini
-recursive-include samples *.py
+recursive-include samples *
 
 exclude uv.lock

README.md

@@ -139,6 +139,20 @@ for batch in dataloader:
 ```
 
 
+## Additional resources
+
+For more information on using the Azure Storage Connector for PyTorch, see the following resources:
+
+* [Official documentation][official documentation]
+* [Code samples](samples/)
+* [Microsoft Build 2025 presentation][2025 build presentation] - Watch this presentation on the Azure Storage
+Connector for PyTorch to learn more about the library and how to use its features with PyTorch.
+* [Introductory Jupyter notebook](samples/intro_notebook/azstoragetorch-intro.ipynb) - Run this notebook to learn
+how to use the library to save and load PyTorch models and datasets from Azure Blob Storage. This is the same notebook
+used in the [Microsoft Build 2025 presentation][2025 build presentation].
+
+
+
 ## Contributing
 
 This project welcomes contributions and suggestions.  Most contributions require you to agree to a
@@ -180,3 +194,5 @@ or contact [[email protected]](mailto:[email protected]) with any addi
 [blobio reference]: https://azure.github.io/azure-storage-for-pytorch/api.html#azstoragetorch.io.BlobIO
 [blobdataset reference]: https://azure.github.io/azure-storage-for-pytorch/api.html#azstoragetorch.datasets.BlobDataset
 [iterableblobdataset reference]: https://azure.github.io/azure-storage-for-pytorch/api.html#azstoragetorch.datasets.IterableBlobDataset
+
+[2025 build presentation]: https://youtu.be/lJ9ZiiVP1-w?si=zowVmXemFK4w9HKc&t=1437

pyproject.toml

@@ -59,3 +59,6 @@ package-dir = {"" = "src"}
 
 [tool.setuptools.dynamic]
 version = {attr = "azstoragetorch._version.__version__"}
+
+[tool.ruff]
+extend-exclude = ["*.ipynb"]