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+### use the officila python 3.10 image
+
+FROM python:3.10
+
+# set the working directory to /code
+    
+WORKDIR /code
+
+# copy the current working directory contents in the container at /code
+
+COPY ./requirements.txt /code/requirements.txt
+
+# install the requirements
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# set up a new user named "user"
+RUN useradd -m user
+
+# Switch to the "user" user
+USER  user
+
+# set the home to the user's home directory
+
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+#set the working directory to the user's home directory
+WORKDIR $HOME/main
+
+# copy the current directory contents into the container at $Home/app setting the owner 
+COPY --chown==user:user . $HOME/main
+
+
+## start the stramlit app
+CMD ["streamlit", "run", "main.py", "--server.address=0.0.0.0", "--server.port=7860"]
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+# FROM python:3.10
+
+# # Set the working directory
+# WORKDIR /code
+
+# # Add requirements file to the Docker image
+# COPY ./requirements.txt /code/requirements.txt
+
+# # Install Python libraries
+# RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# # Add the app folder into the Docker image
+# COPY ./app/ /code/app/
+# # COPY ./app/.streamlit /code/app/.streamlit
+
+# WORKDIR /code/app
+
+# # Set environment variable for Flask
+# # ENV FLASK_APP=app/main.py
+# # ENV FLASK_RUN_PORT=80
+
+# # Specify default command to run the Flask app
+# # CMD ["flask", "run", "--host=0.0.0.0", "--port=80"]
+
+# # Set the environment variable for Streamlit to find the config file
+# # ENV STREAMLIT_CONFIG=/code/app/.streamlit/config.toml
+
+# ENV STREAMLIT_APP=app/main.py
+
+
+# # Run the Streamlit app
+# CMD ["streamlit", "run", "main.py", "--server.port=80", "--server.address=0.0.0.0"]
+
+# # CMD ["gunicorn", "--bind", "0.0.0.0:80", "app.main:app"]