diff --git a/s2i-builders/venv/Dockerfile b/s2i-builders/venv/Dockerfile
index 82e534e2..08058960 100644
--- a/s2i-builders/venv/Dockerfile
+++ b/s2i-builders/venv/Dockerfile
@@ -37,8 +37,10 @@ WORKDIR /home/jovyan
 USER jovyan
 RUN python3 -m venv ${APP_DIR}/venv
 
-RUN ${APP_DIR}/venv/bin/pip install --no-cache-dir notebook==5.0.0 jupyterhub==0.7.2 ipywidgets==5.2.3 && \
-    ${APP_DIR}/venv/bin/jupyter nbextension enable --py widgetsnbextension
+RUN ${APP_DIR}/venv/bin/pip install --no-cache-dir notebook==5.0.0 jupyterhub==0.7.2 ipywidgets==5.2.3 jupyterlab==0.22.1 && \
+    ${APP_DIR}/venv/bin/jupyter nbextension enable --py widgetsnbextension --sys-prefix && \
+    ${APP_DIR}/venv/bin/jupyter serverextension enable --py jupyterlab --sys-prefix
+
 
 COPY ./s2i/bin/ /usr/libexec/s2i
 
diff --git a/s2i-builders/venv/Dockerfile.py2 b/s2i-builders/venv/Dockerfile.py2
index b1ac9f29..5cd1ba24 100644
--- a/s2i-builders/venv/Dockerfile.py2
+++ b/s2i-builders/venv/Dockerfile.py2
@@ -37,8 +37,9 @@ WORKDIR /home/jovyan
 USER jovyan
 RUN virtualenv ${APP_DIR}/venv
 
-RUN ${APP_DIR}/venv/bin/pip install --no-cache-dir notebook==5.0.0 git+https://github.com/yuvipanda/jupyterhub-legacy-singleuser@master ipywidgets==5.2.3 && \
-    ${APP_DIR}/venv/bin/jupyter nbextension enable --py widgetsnbextension
+RUN ${APP_DIR}/venv/bin/pip install --no-cache-dir notebook==5.0.0 git+https://github.com/yuvipanda/jupyterhub-legacy-singleuser@master ipywidgets==5.2.3 jupyterlab==0.22.1 && \
+    ${APP_DIR}/venv/bin/jupyter nbextension enable --py widgetsnbextension --sys-prefix && \
+    ${APP_DIR}/venv/bin/jupyter serverextension enable --py jupyterlab --sys-prefix
 
 COPY ./s2i/bin/ /usr/libexec/s2i