[DOCS] Add numpy to installation instructions (#19093)

* add-numpy

* remove

* optional-plus-note

installation of numpy as an optional step
adding note

* Apply suggestions from code review

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>

docs/install_guides/installing-openvino-from-archive-linux.md

@@ -125,7 +125,20 @@ See the [Release Notes](https://www.intel.com/content/www/us/en/developer/articl
       cd /opt/intel/openvino_2022.3.1
       sudo -E ./install_dependencies/install_openvino_dependencies.sh
 
-6. For simplicity, it is useful to create a symbolic link as below:
+6. (Optional) Install *numpy* Python Library:
+
+   .. note::
+
+      This step is required only when you decide to use Python API.
+
+   You can use the ``requirements.txt`` file from the ``opt/intel/openvino_2022.3.1/python/python.<x>`` folder:
+
+   .. code-block:: sh
+
+      cd /opt/intel/openvino_2022.3.1
+      python3 -m pip install -r ./python/python3.<x>/requirements.txt
+
+7. For simplicity, it is useful to create a symbolic link as below:
 
    .. code-block:: sh
 

docs/install_guides/installing-openvino-from-archive-macos.md

@@ -65,7 +65,20 @@ See the [Release Notes](https://www.intel.com/content/www/us/en/developer/articl
          tar -xf openvino_2022.3.1.tgz
          sudo mv m_openvino_toolkit_macos_11_0_2022.3.1.9227.cf2c7da5689_arm64 /opt/intel/openvino_2022.3.1
 
-5. For simplicity, it is useful to create a symbolic link as below:
+5. (Optional) Install *numpy* Python Library:
+
+   .. note::
+
+      This step is required only when you decide to use Python API.
+
+   You can use the ``requirements.txt`` file from the ``opt/intel/openvino_2022.3.1/python/python.<x>`` folder:
+
+   .. code-block:: sh
+
+      cd /opt/intel/openvino_2022.3.1
+      python3 -m pip install -r ./python/python3.<x>/requirements.txt
+
+6. For simplicity, it is useful to create a symbolic link as below:
 
    .. code-block:: sh
 

docs/install_guides/installing-openvino-from-archive-windows.md

@@ -68,12 +68,23 @@ See the [Release Notes](https://www.intel.com/content/www/us/en/developer/articl
 
    To do this step using command-lines, run the following commands in the command prompt window you opened:
    ```sh
-   tar -xf openvino_2022.3.0.zip
-   ren w_openvino_toolkit_windows_2022.3.0.9052.9752fafe8eb_x86_64 openvino_2022.3.0
-   move openvino_2022.3.0 "C:\Program Files (x86)\Intel"
+   tar -xf openvino_2022.3.1.zip
+   ren w_openvino_toolkit_windows_2022.3.1.9227.cf2c7da5689_x86_64 openvino_2022.3.1
+   move openvino_2022.3.1 "C:\Program Files (x86)\Intel"
    ```
 
-4. For simplicity, it is useful to create a symbolic link. Open a command prompt window as administrator (see Step 1 for how to do this) and run the following commands:
+6. (Optional) Install *numpy* Python Library:
+
+   > **NOTE**: This step is required only when you decide to use Python API.
+
+   You can use the ``requirements.txt`` file from the ``C:\Program Files (x86)\Intel\openvino_2022.3.1\python\python.<x>`` folder:
+
+   ```
+   cd "C:\Program Files (x86)\Intel\openvino_2022.3.1"
+   python -m pip install -r .\python\python3.<x>\requirements.txt
+   ```
+
+5. For simplicity, it is useful to create a symbolic link. Open a command prompt window as administrator (see Step 1 for how to do this) and run the following commands:
    ```sh
    cd C:\Program Files (x86)\Intel
    mklink /D openvino_2022 openvino_2022.3.0

docs/install_guides/installing-openvino-raspbian.md

@@ -75,7 +75,20 @@
 
       sudo -E ./install_dependencies/install_openvino_dependencies.sh
 
-6. For simplicity, it is useful to create a symbolic link as below:
+6. (Optional) Install *numpy* Python Library:
+
+   .. note::
+
+      This step is required only when you decide to use Python API.
+
+   You can use the ``requirements.txt`` file from the ``opt/intel/openvino_2022.3.1/python/python.<x>`` folder:
+
+   .. code-block:: sh
+
+      cd /opt/intel/openvino_2022.3.1
+      pip3 install -r ./python/python3.<x>/requirements.txt
+
+7. For simplicity, it is useful to create a symbolic link as below:
 
    .. code-block:: sh