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FROM python:3.12
LABEL authors="dang-minh"
# Set the working directory in the container
WORKDIR /src
COPY web /src/web
COPY spam_classifier_model.pkl /src/spam_classifier_model.pkl
COPY tfidf_vectorizer.pkl /src/tfidf_vectorizer.pkl
COPY server.py /src/server.py
COPY requirements.txt /src/requirements.txt
# Install the required dependencies
RUN pip install --no-cache-dir -r requirements.txt
# Expose the port that FastAPI will run on
EXPOSE 7860
# Run FastAPI app using uvicorn
CMD ["uvicorn", "server:app", "--host", "0.0.0.0", "--port", "7860"]
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