diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 0000000..b41cbbe
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,29 @@
+FROM ubuntu:18.04
+LABEL maintainer="Hugging Face"
+LABEL repository="transformers"
+ENV PYTHON_VERSION=3.8
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+         build-essential \
+         cmake \
+         wget \
+         git \
+         curl \
+         ca-certificates
+                   
+RUN curl -o ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-4.7.12-Linux-x86_64.sh  && \
+    chmod +x ~/miniconda.sh && \
+    ~/miniconda.sh -b && \
+    rm ~/miniconda.sh
+
+ENV PATH=/root/miniconda3/bin:$PATH
+
+RUN conda create -y --name deepke python=$PYTHON_VERSION
+
+# SHELL ["/root/miniconda3/bin/conda", "run", "-n", "deepke", "/bin/bash", "-c"]
+RUN conda init bash 
+
+RUN cd ~ && \
+    git clone https://github.com/zjunlp/DeepKE.git 
+    
+