diff --git a/docs/apidocs/fake_provider.rst b/docs/apidocs/fake_provider.rst
new file mode 100644
index 0000000000..357d305452
--- /dev/null
+++ b/docs/apidocs/fake_provider.rst
@@ -0,0 +1,4 @@
+.. automodule:: qiskit_ibm_runtime.fake_provider
+   :no-members:
+   :no-inherited-members:
+   :no-special-members:
diff --git a/docs/apidocs/ibm-runtime.rst b/docs/apidocs/ibm-runtime.rst
index 29b06f4628..cafc459a1a 100644
--- a/docs/apidocs/ibm-runtime.rst
+++ b/docs/apidocs/ibm-runtime.rst
@@ -9,3 +9,5 @@ qiskit-ibm-runtime API reference
 
    runtime_service
    options
+   transpiler
+   fake_provider
diff --git a/docs/apidocs/transpiler.rst b/docs/apidocs/transpiler.rst
new file mode 100644
index 0000000000..157dd40621
--- /dev/null
+++ b/docs/apidocs/transpiler.rst
@@ -0,0 +1,4 @@
+.. automodule:: qiskit_ibm_runtime.transpiler
+   :no-members:
+   :no-inherited-members:
+   :no-special-members:
diff --git a/docs/conf.py b/docs/conf.py
index b52a58af98..9e850c1605 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -40,6 +40,7 @@
     'reno.sphinxext',
     'nbsphinx',
     'sphinxcontrib.katex',
+    'matplotlib.sphinxext.plot_directive',
 ]
 templates_path = ['_templates']
 
diff --git a/qiskit_ibm_runtime/fake_provider/__init__.py b/qiskit_ibm_runtime/fake_provider/__init__.py
index 722ed02dc1..c45bae8617 100644
--- a/qiskit_ibm_runtime/fake_provider/__init__.py
+++ b/qiskit_ibm_runtime/fake_provider/__init__.py
@@ -11,9 +11,9 @@
 # that they have been altered from the originals.
 
 """
-======================================================
+=======================================================
 Fake Provider (:mod:`qiskit_ibm_runtime.fake_provider`)
-======================================================
+=======================================================
 
 .. currentmodule:: qiskit_ibm_runtime.fake_provider