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Running
# Use Python base image | |
FROM python:3.9 | |
# Set working directory | |
WORKDIR /app | |
# Copy files | |
COPY requirements.txt . | |
COPY main.py . | |
# Install dependencies | |
RUN pip install --no-cache-dir -r requirements.txt | |
# Set cache directory | |
ENV TRANSFORMERS_CACHE="/app/cache" | |
# Pre-download the model (to avoid runtime downloads) | |
RUN python -c "from transformers import pipeline; pipeline('sentiment-analysis', model='distilbert-base-uncased-finetuned-sst-2-english')" | |
# Expose port for FastAPI | |
EXPOSE 7860 | |
# Run FastAPI server | |
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"] | |