diff --git a/docs/user_guide/flyte_fundamentals/jupyter_notebook_interactive_mode.md b/docs/user_guide/flyte_fundamentals/jupyter_notebook_interactive_mode.md
index b27bf9771a..aeaec494dd 100644
--- a/docs/user_guide/flyte_fundamentals/jupyter_notebook_interactive_mode.md
+++ b/docs/user_guide/flyte_fundamentals/jupyter_notebook_interactive_mode.md
@@ -18,11 +18,20 @@ kernelspec:
 :lines: 1
 ```
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/fbe246177d321e0491b652084c1c3a9c0cb0d35c/examples/papermill_plugin/papermill_plugin/simple.py
-:caption: basics/basic_interactive_mode.ipynb
+why?
+
+```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/basics/basics/imperative_workflow.py
+:caption: basics/imperative_workflow.py
 :lines: 1-4
 ```
 
+this is not work?
+
+```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/fbe246177d321e0491b652084c1c3a9c0cb0d35c/examples/papermill_plugin/papermill_plugin/simple.py
+:caption: papermill_plugin/simple.py
+:lines: 1
+```
+
 <!-- ```{nb-rli} https://raw.githubusercontent.com/Mecoli1219/flytesnacks/85966d139a9a3ccdf3323124563960fdd5f5844a/examples/basics/basics/basic_interactive_mode.ipynb
 :caption: basics/basic_interactive_mode.ipynb
 :cell: 5