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+FROM python:3.10-slim
+
+WORKDIR /app
+
+# Install dependencies first for better caching
+COPY requirements.txt .
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+# Copy the rest of the application
+COPY . .
+
+# Expose the port
+EXPOSE 8000
+
+# Start the application
+CMD ["uvicorn", "mlplo.api:app", "--host", "0.0.0.0", "--port", "8000"]