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+## Use the official python 3.11 image
+FROM python:3.11-slim
+
+## Set the working directory to /code
+WORKDIR /code
+
+## Copy the current directory contents in the container at /code
+COPY . /requirements.txt /code/requirements.txt
+
+#Installing requiremnts.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+# setting up a new user named "user"
+RUN useradd user
+# Switch to the "user" user
+USER user
+
+# Setting home to user home directory 
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Set the woking directory to user's home directory 
+WORKDIR $HOME/app
+
+# Copy the current directory contents into the container at $Home/app setting the owner to user
+COPY --chown=user . $HOME/app
+
+# Start the FastAPI app on port 7860
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]