Updating Jupyter Notebook docs

docs/50-agent-tools/2-jupyter-notebooks.mdx

@@ -1,6 +1,6 @@
-# 📘 Running code in Jupyter Notebooks
+# 📘 Running Jupyter Notebooks in Sagemaker Studio
 
-Jupyter Notebooks are an interactive Python environment. Cells in a Jupyter notebook are a modular unit of code or text that you can execute and view outputs for.
+Jupyter Notebooks is an interactive Python environment. Cells in a Jupyter notebook are a modular unit of code or text that you can execute and view outputs for.
 
 To run a cell, highlight it and click the Run icon in the toolbar at the top.
 
@@ -22,4 +22,8 @@ To fix errors, you may need to update previous cells. If you do, re-run all the
 
 To interrupt a running cell, click the Stop icon in the toolbar at the top.
 
-<Screenshot url="https://us-west-2.console.aws.amazon.com/sagemaker/jupyter" src="img/screenshots/50-agent-tools/2-jupyter-notebooks/5-interrupt-cell.png" alt="Interrupt cell run" />
+<Screenshot url="https://us-west-2.console.aws.amazon.com/sagemaker/jupyter" src="img/screenshots/50-agent-tools/2-jupyter-notebooks/5-interrupt-cell.png" alt="Interrupt cell run" />
+
+:::warning
+The UI might differ slightly if you are running Jupyter Notebooks outside of Sagemaker Studio. Refer to the appropriate documentation if running the notebook using a different service.    
+:::