diff --git a/qiskit/circuit/library/n_local/efficient_su2.py b/qiskit/circuit/library/n_local/efficient_su2.py
index a49d62803e33..b7156621ff8b 100644
--- a/qiskit/circuit/library/n_local/efficient_su2.py
+++ b/qiskit/circuit/library/n_local/efficient_su2.py
@@ -73,6 +73,8 @@ def efficient_su2(
         .. plot::
             :include-source:
 
+            from qiskit.circuit.library import efficient_su2
+
             circuit = efficient_su2(3, reps=1)
             circuit.draw("mpl")
 
@@ -82,6 +84,7 @@ def efficient_su2(
 
         .. plot::
             :include-source:
+            :context:
 
             circuit = efficient_su2(4, su2_gates=["rx", "y"], entanglement="circular", reps=1)
             circuit.draw("mpl")
diff --git a/qiskit/circuit/library/n_local/excitation_preserving.py b/qiskit/circuit/library/n_local/excitation_preserving.py
index b185e923b1ca..d19be3594e57 100644
--- a/qiskit/circuit/library/n_local/excitation_preserving.py
+++ b/qiskit/circuit/library/n_local/excitation_preserving.py
@@ -72,6 +72,8 @@ def excitation_preserving(
         .. plot::
             :include-source:
 
+            from qiskit.circuit.library import excitation_preserving
+
             ansatz = excitation_preserving(3, reps=1, insert_barriers=True, entanglement="linear")
             ansatz.draw("mpl")
 
@@ -81,6 +83,7 @@ def excitation_preserving(
 
         .. plot::
             :include-source:
+            :context:
 
             ansatz = excitation_preserving(3, reps=1, mode="fsim", entanglement=[[0, 2]])
             ansatz.draw("mpl")
diff --git a/qiskit/circuit/library/n_local/n_local.py b/qiskit/circuit/library/n_local/n_local.py
index 2f32a3257c98..cd198e6f8074 100644
--- a/qiskit/circuit/library/n_local/n_local.py
+++ b/qiskit/circuit/library/n_local/n_local.py
@@ -148,6 +148,8 @@ def n_local(
         .. plot::
             :include-source:
 
+            from qiskit.circuit.library import n_local
+
             circuit = n_local(3, "ry", "cx", "linear", reps=2, insert_barriers=True)
             circuit.draw("mpl")
 
@@ -156,14 +158,16 @@ def n_local(
 
         .. plot::
             :include-source:
+            :context:
 
-            circuit = n_local(3, ["ry", "rz"], "cz", 'full', reps=1, insert_barriers=True)
+            circuit = n_local(3, ["ry", "rz"], "cz", "full", reps=1, insert_barriers=True)
             circuit.draw("mpl")
 
         To omit rotation or entanglement layers, the block can be set to an empty list:
 
         .. plot::
             :include-source:
+            :context:
 
             circuit = n_local(4, [], "cry", reps=2)
             circuit.draw("mpl")
@@ -172,6 +176,7 @@ def n_local(
 
         .. plot::
             :include-source:
+            :context:
 
             entangler_map = [[0, 1], [2, 0]]
             circuit = n_local(3, "x", "crx", entangler_map, reps=2)
@@ -183,8 +188,9 @@ def n_local(
 
         .. plot:
             :include-source:
+            :context:
 
-            def entanglement(layer_index: int) -> list[list[int]]:
+            def entanglement(layer_index):
                 if layer_index % 2 == 0:
                     return [[0, 1], [0, 2]]
                 return [[1, 2]]
diff --git a/qiskit/circuit/library/n_local/real_amplitudes.py b/qiskit/circuit/library/n_local/real_amplitudes.py
index 770f7565129f..b239651daa4c 100644
--- a/qiskit/circuit/library/n_local/real_amplitudes.py
+++ b/qiskit/circuit/library/n_local/real_amplitudes.py
@@ -70,23 +70,28 @@ def real_amplitudes(
         .. plot::
            :include-source:
 
+           from qiskit.circuit.library import real_amplitudes
+
            ansatz = real_amplitudes(3, reps=2)  # create the circuit on 3 qubits
            ansatz.draw("mpl")
 
         .. plot::
            :include-source:
+           :context:
 
            ansatz = real_amplitudes(3, entanglement="full", reps=2)  # it is the same unitary as above
            ansatz.draw("mpl")
 
         .. plot::
            :include-source:
+           :context:
 
            ansatz = real_amplitudes(3, entanglement="linear", reps=2, insert_barriers=True)
            ansatz.draw("mpl")
 
         .. plot::
            :include-source:
+           :context:
 
            ansatz = real_amplitudes(4, reps=2, entanglement=[[0,3], [0,2]], skip_unentangled_qubits=True)
            ansatz.draw("mpl")