Bump the python-dependencies group with 12 updates (#242)

---
updated-dependencies:
- dependency-name: jupyterlab
  dependency-version: 4.4.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: argon2-cffi-bindings
  dependency-version: 25.1.0
  dependency-type: indirect
  update-type: version-update:semver-major
  dependency-group: python-dependencies
- dependency-name: certifi
  dependency-version: 2025.7.14
  dependency-type: indirect
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: comm
  dependency-version: 0.2.3
  dependency-type: indirect
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: debugpy
  dependency-version: 1.8.15
  dependency-type: indirect
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: ipykernel
  dependency-version: 6.30.0
  dependency-type: indirect
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: jsonschema
  dependency-version: 4.25.0
  dependency-type: indirect
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: jupyter-lsp
  dependency-version: 2.2.6
  dependency-type: indirect
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: rpds-py
  dependency-version: 0.26.0
  dependency-type: indirect
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: types-python-dateutil
  dependency-version: 2.9.0.20250708
  dependency-type: indirect
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: typing-extensions
  dependency-version: 4.14.1
  dependency-type: indirect
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: astroid
  dependency-version: 3.3.11
  dependency-type: indirect
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
...

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