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+# Use an official Python runtime
+FROM python:3.9-slim
+
+# Set the working directory
+WORKDIR /app
+
+# Install dependencies
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application files
+COPY . .
+
+# Expose ports for Flask and Streamlit
+EXPOSE 5000 8501
+
+# Run both Flask and Streamlit using a process manager
+CMD ["sh", "-c", "python app/run.py & streamlit run ui/app.py --server.port=8501 --server.enableCORS=false"]