--- a
+++ b/production/action-server/Dockerfile
@@ -0,0 +1,44 @@
+# To-Do: Make Docker Builds Multi-Platform
+# Base Stage - Buster-Slim is used as a base image
+FROM python:3.8-slim AS base
+
+# Update base image. It might be helpful for security reasons 
+# Install curl to use in docker-compose healthcare
+RUN apt-get update -qq && \
+    apt-get upgrade -qq -y && \
+    apt-get autoremove -y -qq && \
+    apt-get autoclean -y -qq
+
+# Build stage
+FROM base AS build-stage
+# Change current directory to build
+WORKDIR /build
+# Copy requirements list from the host
+COPY requirements.txt /build
+# Activate virtual environment. 
+# Download python pacakges and compile some of them
+# Install binaries. and the make things clear 
+ENV PATH="/opt/venv/bin:$PATH"
+RUN python -m venv /opt/venv && \
+    . /opt/venv/bin/activate && \
+    pip install --no-cache-dir --upgrade pip wheel && \
+    pip wheel --requirement=requirements.txt --wheel-dir=wheels && \
+    pip install --no-deps wheels/*.whl && \
+    rm -rf wheels *.egg-info
+  
+# Runtime stage
+FROM base AS runtime-stage
+# Copy installed libraries from the build stage 
+COPY --from=build-stage /opt/venv /opt/venv
+ENV PATH="/opt/venv/bin:$PATH"
+
+WORKDIR /action-server
+VOLUME /tmp
+# Copt actions from the host
+COPY actions/ ./actions
+# Make logs directory for action server logs storing
+RUN mkdir -p logs && \
+    rasa telemetry disable
+# Create logs. And set an action server enabled
+ENTRYPOINT ["rasa", "run", "--log-file", "logs/action-server.log", "actions", "--actions"]
+CMD [ "actions" ]