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+FROM python:3.10-slim
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    build-essential \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /code
+
+# Copy requirements and install them securely
+COPY ./backend/requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# Copy the rest of your backend folder into the container
+COPY . /code/
+
+# Set up paths so the app knows where to look
+ENV PYTHONPATH=/code/backend:/code/backend/app:$PYTHONPATH
+
+# Fire up the FastAPI server on Hugging Face's required port
+CMD ["uvicorn", "backend.ml_service:app", "--host", "0.0.0.0", "--port", "7860"]