# Use official TensorFlow image
FROM tensorflow/tensorflow:latest

# Set working directory
WORKDIR /app

# Install system dependencies
RUN apt-get update && apt-get install -y \
    python3-pip \
    curl && \
    rm -rf /var/lib/apt/lists/*

# Copy all project files
COPY . /app

# Install Python dependencies
RUN pip install --no-cache-dir \
    numpy \
    scikit-learn \
    tensorflow \
    keras \
    pillow \
    streamlit 

# Expose Streamlit default port
EXPOSE 7860

# Run the Streamlit app
CMD ["streamlit", "run", "app.py", "--server.port=7860", "--server.address=0.0.0.0"]