diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..26cc4ed
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,11 @@
+FROM deepchemio/deepchem
+
+RUN conda install flask
+RUN git clone https://github.com/deepchem/deepchem-gui.git && \
+	cd deepchem-gui && \
+	python setup.py install
+
+EXPOSE 5000
+
+ENTRYPOINT exec deepchem-gui server -H 0.0.0.0 --no-browser
+