diff --git a/ads/common/ipython.py b/ads/common/ipython.py
index 36b548d3b..9b26d8a1d 100644
--- a/ads/common/ipython.py
+++ b/ads/common/ipython.py
@@ -63,14 +63,12 @@ def configure_plotting():
 
 try:
     import IPython
-
+    shell = IPython.get_ipython()
     global orig_ipython_traceback
-    if IPython.core.interactiveshell.InteractiveShell.showtraceback != _log_traceback:
-        orig_ipython_traceback = (
-            IPython.core.interactiveshell.InteractiveShell.showtraceback
-        )
+    if shell.showtraceback != _log_traceback:
+        orig_ipython_traceback = shell.showtraceback
 
     # Override the default showtraceback behavior of ipython, to show only the error message and log the stacktrace
-    IPython.core.interactiveshell.InteractiveShell.showtraceback = _log_traceback
+    shell.showtraceback = _log_traceback
 except ModuleNotFoundError:
     pass
diff --git a/ads/common/model.py b/ads/common/model.py
index 2783a9d21..1c059c954 100644
--- a/ads/common/model.py
+++ b/ads/common/model.py
@@ -633,10 +633,8 @@ def show_in_notebook(self):
                 "display.precision",
                 4,
             ):
-                from IPython.display import HTML
-
+                from IPython.display import HTML, display
                 from ads.common.utils import get_display
-
                 display = get_display()
                 display(HTML(info_df.to_html(index=False, header=False)))
         return info