diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..bf8caa3
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,27 @@
+FROM continuumio/miniconda3:latest
+
+WORKDIR /app
+
+# Install myapp requirements
+COPY environment.yml /app/environment.yml
+RUN conda config --add channels conda-forge \
+    && conda env create -n myapp -f environment.yml \
+    && rm -rf /opt/conda/pkgs/*
+
+# Copy all files after to avoid rebuild the conda env each time
+COPY . /app/
+
+# activate the myapp environment
+ENV PATH /opt/conda/envs/myapp/bin:$PATH
+
+# Launch the API
+CMD ["bash", "-c", "source activate flask_env"]
+
+RUN pip install -r requirements.txt
+
+RUN conda install nomkl
+
+EXPOSE 5000
+
+CMD ["bash", "-c", "python web.py"]
+
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..bee5934
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,15 @@
+version: '3.0'
+
+services:
+
+   rs_system:
+     depends_on:
+       - redis_db
+     image: prageethatdocker/groveco_content_engine:1.0
+     ports:
+       - "5000:5000"
+     restart: always
+
+   redis_db:
+     image: redis
+     command: [sh, -c, "rm -f /data/dump.rdb && redis-server --save ''"]
diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..bbe5e71
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,6 @@
+name: myapp
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=2.7
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 3c612d5..4b1d7c2 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,14 @@
 Flask-API==0.6.2
-gunicorn==19.5.0
+gunicorn==19.1.1
 wsgiref==0.1.2
+flask==0.10.1
+jinja2==2.8
+numpy==1.11.0
+pandas==0.18.1
+redis==2.6.2
+requests==2.10.0
+scikit-learn==0.17.1
+setuptools==20.7.0
+six==1.9.0
+wheel==0.29.0
+scipy
\ No newline at end of file