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 OK
 
 
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+```
+
+#### Use locally
+- To calculate the confidence metric locally, use the example code available at [example.py](./src/example.py)
+
+## Deployment
+
+- The library can be pushed to [TestPy](https://test.pypi.org/project/osw-confidence-metric/) or [PYPI](https://pypi.org/project/osw-confidence-metric/)
+### Deploy to TestPy
+- On every push to `dev` branch, a workflow is triggered which publishes the updated version to TestPy
+
+### Deploy to PyPI
+- This happens whenever a tag/release is created with `*.*.*` notation (eg. 0.0.8)
+- To change the version, change the version at [version.py](./src/osw_confidence_metric/version.py)
+- To release a new version:
+  - Go to Github link of this repository
+  - Under [releases](https://github.com/TaskarCenterAtUW/TDEI-python-lib-confidence-metric/releases), click on `Draft a new release`
+  - Under `choose a new tag`, add a new tag `v*.*.*` , Generate Release notes
+  - Choose `main` branch for release
+  - Publish the release.
+- This release triggers a workflow to generate the new version of the Package.
+- The new package will be available at https://pypi.org/project/osw-confidence-metric/
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