diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..3d74bb1
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,13 @@
+FROM python:3.6
+
+RUN pip install --upgrade pip
+
+RUN mkdir -p /home/python/question_generator
+
+WORKDIR /home/python/question_generator
+
+COPY . .
+
+RUN pip install -r requirements.txt
+
+CMD ["/bin/sh"]
diff --git a/requirements.txt b/requirements.txt
index bb5299a..30eabe3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 datasets==1.16.1
 en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz
-numpy==1.22.0
+numpy==1.19.5
 sentencepiece==0.1.96
 spacy==2.3.1
 tokenizers==0.10.3