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# Use a lightweight Python base
FROM python:3.10-slim
# Create a non-root user
RUN useradd -m -u 1000 user
USER user
# Add pip binaries to PATH
ENV PATH="/home/user/.local/bin:$PATH"
# Set working directory inside container
WORKDIR /
# Copy requirements and install as non-root user
COPY --chown=user ./requirements.txt requirements.txt
RUN pip install --no-cache-dir --upgrade -r requirements.txt
# Copy project files into container
COPY --chown=user . /
# Run FastAPI app with Uvicorn on port 7860
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
# Add this before `CMD` in Dockerfile
RUN python -c "from transformers import pipeline; pipeline('zero-shot-classification', model='joeddav/xlm-roberta-large-xnli')"
RUN python -c "from transformers import AutoTokenizer, AutoModelForSeq2SeqLM; AutoTokenizer.from_pretrained('google/flan-t5-base'); AutoModelForSeq2SeqLM.from_pretrained('google/flan-t5-base')"
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