diff --git a/.github/workflows/testing-and-deployment.yml b/.github/workflows/testing-and-deployment.yml
index 2c0bd9a9..7c2fff86 100644
--- a/.github/workflows/testing-and-deployment.yml
+++ b/.github/workflows/testing-and-deployment.yml
@@ -132,6 +132,10 @@ jobs:
                quay.io/pypa/manylinux2014_x86_64 \
                /io/.ci/build_wheels.sh ${{ matrix.python-version }}
 
+      - name: Install VTK on Python 3.10
+        if: matrix.python-version == '3.10'
+        run: pip install --find-links https://wheels.pyvista.org/ vtk
+
       - name: Build wheel on Windows
         if: ${{ runner.os == 'Windows' }}
         run: |
diff --git a/README.rst b/README.rst
index 935071cb..612caf06 100644
--- a/README.rst
+++ b/README.rst
@@ -43,14 +43,32 @@ Installation
 ------------
 Installation through pip::
 
-    pip install ansys-mapdl-reader
+   pip install ansys-mapdl-reader
 
 You can also visit `pymapdl-reader <https://github.com/pyansys/pymapdl-reader>`_
 to download the source or releases from GitHub.
 
+Python 3.10 Extra Instructions
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-Loading and Plotting an ANSYS Archive File
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+PyMAPDL-Reader requires the `VTK library <https://vtk.org/>`_ which, at the
+moment, is not available for Python 3.10 in `their official channel
+<https://pypi.org/project/vtk/>`_.
+
+If you wish to install PyMAPDL-Reader in Python 3.10, you can still do it by
+using the unofficial VTK wheel from PyVista using ``--find-links``. This tells ``pip`` to look for vtk at `wheels.pyvista.org <https://wheels.pyvista.org/>`_. Use this with::
+
+    pip install ansys-mapdl-reader --find-links https://wheels.pyvista.org/
+
+Please visit `Unofficial VTK Wheels for Python 3.10
+<https://github.com/pyvista/pyvista/discussions/2064>`_ for further details.
+
+
+Examples
+--------
+
+Loading and Plotting a MAPDL Archive File
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 ANSYS archive files containing solid elements (both legacy and
 modern), can be loaded using Archive and then converted to a vtk
 object.
@@ -215,7 +233,7 @@ movie_filename and animate it with:
 
 
 Reading a Full File
--------------------
+~~~~~~~~~~~~~~~~~~~
 This example reads in the mass and stiffness matrices associated with
 the above example.
 
@@ -277,6 +295,7 @@ you will need to install your own C++ compiler. We recommend:
 
 To get the package up and running.
 
+
 License and Acknowledgments
 ---------------------------
 The ``ansys-mapdl-reader`` module is licensed under the MIT license.
diff --git a/setup.py b/setup.py
index a9d697ef..d2db0e32 100644
--- a/setup.py
+++ b/setup.py
@@ -109,19 +109,6 @@ def compiler_name():
                            'Please check the version of Python installed at\n'
                            '%s' % sys.executable)
 
-
-if sys.version_info.minor == 10 and is64:
-    # use pip to check if vtk is available or installed
-    sys_name = platform.system()
-    if sys_name == 'Linux':
-        install_requires.append(
-            'vtk @ https://github.com/pyvista/pyvista-wheels/raw/main/vtk-9.1.0.dev0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl',
-        )
-    elif sys_name == 'Windows':
-        install_requires.append(
-            'vtk @ https://github.com/pyvista/pyvista-wheels/raw/main/vtk-9.1.0.dev0-cp310-cp310-win_amd64.whl',
-        )
-
 setup(
     name='ansys-mapdl-reader',
     packages=['ansys.mapdl.reader', 'ansys.mapdl.reader.examples'],