diff --git a/examples/README.md b/examples/README.md
index bf7997c..5b8df9d 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -57,7 +57,10 @@ out, _ = (ffmpeg
 )
 ```
 
-## [JupyterLab/Notebook widgets](https://github.com/kkroening/ffmpeg-python/blob/master/examples/ffmpeg-numpy.ipynb)
+## [Jupyter Frame Viewer](https://github.com/kkroening/ffmpeg-python/blob/master/examples/ffmpeg-numpy.ipynb)
 
 <img src="https://raw.githubusercontent.com/kkroening/ffmpeg-python/master/doc/jupyter-screenshot.png" alt="jupyter screenshot" width="75%" />
 
+## [Jupyter Pipeline Editor](https://github.com/kkroening/ffmpeg-python/blob/master/examples/ffmpeg-numpy.ipynb)
+
+<img src="https://raw.githubusercontent.com/kkroening/ffmpeg-python/master/doc/jupyter-demo.png" alt="jupyter demo" width="75%" />