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+# Use Python 3.10.12 as the base image
+FROM python:3.9.13
+
+# Set the working directory to /code
+WORKDIR /code
+
+# Copy the requirements file into the container at /code/requirements.txt
+COPY ./requirements.txt /code/requirements.txt
+
+# Upgrade pip and install the dependencies
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# Create a non-root user with UID 1000
+RUN useradd -m -u 1000 user
+
+# Switch to the non-root user
+USER user
+
+# Set environment variables for the user
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory for the application
+WORKDIR $HOME/app
+
+# Copy the local code into the container at /home/user/app
+COPY --chown=user . $HOME/app
+
+# Specify the command to run on container start
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]