diff --git a/docs/python_interface.rst b/docs/python_interface.rst
index 87c48db7c..01a856999 100644
--- a/docs/python_interface.rst
+++ b/docs/python_interface.rst
@@ -262,6 +262,21 @@ Usage examples
   print("Final status:")
   print(r.stats)
 
+.. code-block:: python
+
+  from ansible_runner import Runner, RunnerConfig
+
+  # Using tag using RunnerConfig
+  rc = RunnerConfig(
+      private_data_dir="project",
+      playbook="main.yml",
+      tags='my_tag',
+  )
+
+  rc.prepare()
+  r = Runner(config=rc)
+  r.run()
+
 .. code-block:: python
 
   # run the role named 'myrole' contained in the '<private_data_dir>/project/roles' directory