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+
+# Use official Python 3.12 image
+FROM python:3.12-slim
+
+# Set working directory
+WORKDIR /app
+
+# Copy requirements file first for caching
+COPY requirements.txt .
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy model and scripts into container
+COPY model.joblib .
+COPY preprocessor.joblib .
+COPY serve_model.py .
+
+# Expose port (optional for API)
+EXPOSE 8080
+
+# Command to run the API/server script
+CMD ["python", "serve_model.py"]