correct narrative on examples

README.md

@@ -86,9 +86,9 @@ Running the tests shipped with the package requires additional packages listed i
 
 ## Examples (Jupyter notebooks reproducing results from literature):
 
-PyMPDATA examples are hosted in a separate repository and constitute 
-the [``PyMPDATA_examples``](https://github.com/open-atmos/PyMPDATA-examples) package.
-The examples have additional dependencies listed in [``PyMPDATA_examples`` package ``setup.py``](https://github.com/open-atmos/PyMPDATA-examples/blob/main/setup.py) file.
+PyMPDATA examples are bundled with PyMPDATA and located in the `examples` subfolder.
+They constitute a separate [``PyMPDATA_examples``](https://pypi.org/p/PyMPDATA-examples) Python package which is also available at PyPI.
+The examples have additional dependencies listed in [``PyMPDATA_examples`` package ``setup.py``](https://github.com/open-atmos/PyMPDATA/blob/main/examples/setup.py) file.
 Running the examples requires the ``PyMPDATA_examples`` package to be installed.
 Since the examples package includes Jupyter notebooks (and their execution requires write access), the suggested install and launch steps are:
 ```