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Dockerfile

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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 requirments.txt
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+#set up a new user name 'user'
+RUN useradd user
+
+#Switch to the 'user' user
+USER user
+
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+#Set the working directory to the user's home directory
+WORKDIR $HOME/app
+
+#Copy the current directory content 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"]
+
+

requirements.txt

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+fastapi==0.74.*
+requests==2.27.*
+uvicorn[standard]==0.17.*
+sentencepiece==0.1.*
+torch==2.0.*
+transformers==4.*