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+#use the official Python 3.11 image
+FROM python:3.11
+
+#set the working directory to /code
+WORKDIR /code
+
+#copy the current directory contents in the container at /code
+COPY ./requirements.txt /code/requirements.txt
+
+#install the requirements.txt
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+#setup a new user named "user"
+RUN useradd user
+#switch to the "user" user
+USER user
+
+#set home to user's home directory
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+#set working directory to the users 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"]