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 75547b13d1..7ad2b0dad0 100644
--- a/docs/user_guide/flyte_fundamentals/jupyter_notebook_interactive_mode.md
+++ b/docs/user_guide/flyte_fundamentals/jupyter_notebook_interactive_mode.md
@@ -1,10 +1,3 @@
----
-kernelspec:
-  display_name: Python 3
-  language: python
-  name: python3
----
-
 (getting_started_jupyter_notebook_interactive_mode)=
 
 # Hello, World!
@@ -13,32 +6,32 @@ kernelspec:
 .. tags:: Basic
 ```
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/basics/basics/imperative_workflow.py
+```{literalinclude} /examples/basics/basics/imperative_workflow.py
 :caption: basics/imperative_workflow.py
 :lines: 1
 ```
 
 why?
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/basics/basics/imperative_workflow.py
+```{literalinclude} /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
+```{literalinclude} /examples/papermill_plugin/papermill_plugin/nb_simple.ipynb
+:caption: papermill_plugin/nb_simple.ipynb
 :lines: 1
-``` -->
+```
 
-<!-- ```{nb-rli} https://raw.githubusercontent.com/Mecoli1219/flytesnacks/85966d139a9a3ccdf3323124563960fdd5f5844a/examples/basics/basics/basic_interactive_mode.ipynb
+<!-- ```{literalinclude} /examples/basics/basics/basic_interactive_mode.ipynb
 :caption: basics/basic_interactive_mode.ipynb
 :cell: 5
 :lines: 1-2
 ```
 
-```{nb-rli} https://raw.githubusercontent.com/Mecoli1219/flytesnacks/85966d139a9a3ccdf3323124563960fdd5f5844a/examples/basics/basics/basic_interactive_mode.ipynb
+```{literalinclude} /examples/basics/basics/basic_interactive_mode.ipynb
 :caption: basics/basic_interactive_mode.ipynb
 :cell: 3
 ``` -->