diff --git a/3.6-cd/Dockerfile b/3.6-cd/Dockerfile
new file mode 100644
index 0000000..f61a7d5
--- /dev/null
+++ b/3.6-cd/Dockerfile
@@ -0,0 +1,14 @@
+FROM amazonlinux
+
+MAINTAINER paridhi "paridhimnnit@gmail.com"
+
+# setting up python3.6
+RUN yum update -y amazon-linux-extras && amazon-linux-extras install -y python3 && yum install -y libXext libSM libXrender wget unzip
+
+# setting proper alias for python3 and pip3 and setting basic packages
+RUN pip3 install --upgrade pip && pip3 install spacy && python3 -m spacy download en
+
+# setting up chrome driver
+RUN curl https://intoli.com/install-google-chrome.sh | bash
+RUN wget https://chromedriver.storage.googleapis.com/2.37/chromedriver_linux64.zip 
+RUN unzip chromedriver_linux64.zip && mv chromedriver /usr/bin/chromedriver && rm -f chromedriver_linux64.zip
diff --git a/3.6/Dockerfile b/3.6/Dockerfile
index 6625f44..04fb389 100644
--- a/3.6/Dockerfile
+++ b/3.6/Dockerfile
@@ -3,7 +3,7 @@ FROM amazonlinux:2
 MAINTAINER paridhi "paridhimnnit@gmail.com"
 
 # setting up python3.6
-RUN yum update -y amazon-linux-extras && amazon-linux-extras install -y python3
+RUN yum update -y amazon-linux-extras && amazon-linux-extras install -y python3 && yum install -y libXext libSM libXrender
 
 # setting proper alias for python3 and pip3 and setting basic packages
 RUN pip3 install --upgrade pip && pip3 install spacy && python3 -m spacy download en
diff --git a/3.7_duckling/Dockerfile b/3.7_duckling/Dockerfile
new file mode 100644
index 0000000..f2ff110
--- /dev/null
+++ b/3.7_duckling/Dockerfile
@@ -0,0 +1,37 @@
+FROM haskell:8-buster AS builder
+
+RUN apt-get update -qq && \
+  apt-get install -qq -y libpcre3 libpcre3-dev build-essential --fix-missing --no-install-recommends && \
+  apt-get clean && \
+  rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
+
+RUN mkdir /log
+
+WORKDIR /duckling
+
+ADD . .
+
+ENV LANG=C.UTF-8
+
+RUN stack setup
+
+ADD . .
+
+# NOTE:`stack build` will use as many cores as are available to build
+# in parallel. However, this can cause OOM issues as the linking step
+# in GHC can be expensive. If the build fails, try specifying the
+# '-j1' flag to force the build to run sequentially.
+RUN stack install
+
+FROM python:3.7.9
+
+ENV LANG C.UTF-8
+
+RUN apt-get update -qq && \
+  apt-get install -qq -y libpcre3 libgmp10 --no-install-recommends && \
+  apt-get clean && \
+  rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
+
+COPY --from=builder /root/.local/bin/duckling-example-exe /usr/local/bin/
+
+CMD ["python3"]
\ No newline at end of file