Mq/release 3.3 (#567)

* Update release notes for v3.3.0

Signed-off-by: M Q <mingmelvinq@nvidia.com>

* Update the index file

Signed-off-by: M Q <mingmelvinq@nvidia.com>

* Bump version: 3.2.0 → 3.3.0

Signed-off-by: M Q <mingmelvinq@nvidia.com>

---------

Signed-off-by: M Q <mingmelvinq@nvidia.com>

Author: MMelQin

.bumpversion.cfg

@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 3.2.0
+current_version = 3.3.0
 parse = (?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)((?P<release>a|b|rc)(?P<build>\d+))?
 serialize = 
 	{major}.{minor}.{patch}{release}{build}

docs/source/release_notes/index.md

@@ -10,6 +10,7 @@
 ```{toctree}
 :maxdepth: 1
 
+v3.3.0
 v3.2.0
 v3.1.0
 v3.0.0

docs/source/release_notes/v3.3.0.md

@@ -0,0 +1,22 @@
+# Version 3.3.0 (October 2025)
+
+## What's new in 3.3.0
+
+This version of the App SDK is compatible with [Holoscan SDK](https://pypi.org/project/holoscan) CUDA 12 version, [holoscan-cu12](https://pypi.org/project/holoscan-cu12).
+
+It has also been tested compatible with the latest [MONAI at v1.5.1](https://pypi.org/project/monai/1.5.1/) which supports the latest PyTorch v2.8. PyTorch version 2.7 and above have embedded CUDA 12 Runtime `>= 12.6.77`, which is required by Holoscan v3.6 and v3.7 CUDA12 version on X86_64 Linux workstations.
+
+### Key changes
+
+- Compatible with the latest MONAI v1.5.1 and Holoscan v3.7 CUDA12 version, [holoscan-cu12](https://pypi.org/project/holoscan-cu12).
+- Volumentric image converted from DICOM has consistent `affine` and `space` metadata, e.g. converted image in original DICOM orientation is in `LPS`.
+
+
+Please also see the <a href="https://github.com/Project-MONAI/monai-deploy-app-sdk/issues?q=is%3Aissue+is%3Aclosed">closed issues on Github</a> and the <a href="https://github.com/Project-MONAI/monai-deploy-app-sdk/pulls?q=is%3Apr+is%3Aclosed">closed pull requests on Github</a>.
+
+## Additional information
+Please visit [GETTING STARTED](/getting_started/index) guide and follow the tutorials.
+
+You can learn more about SDK usage through [DEVELOPING WITH SDK](/developing_with_sdk/index).
+
+Please let us know how you like it and what could be improved by [submitting an issue](https://github.com/Project-MONAI/monai-deploy-app-sdk/issues/new/choose) or [asking questions](https://github.com/Project-MONAI/monai-deploy-app-sdk/discussions).

requirements-dev.txt

@@ -14,10 +14,9 @@ isort
 pytype>=2020.6.1; platform_system != "Windows"
 mypy>=0.790
 psutil
-Sphinx==4.1.2
-recommonmark==0.6.0
-sphinx-autodoc-typehints==1.12.0
-sphinx-rtd-theme==0.5.2
+Sphinx>=5.3.0,<8.0.0
+sphinx-autodoc-typehints>=1.19.0
+sphinx-rtd-theme>=1.0.0
 pytest==7.4.0
 pytest-cov==4.1.0
 pytest-lazy-fixture==0.6.3