Spaces:
Sleeping
Sleeping
File size: 1,404 Bytes
25bda12 5913b23 25bda12 6dc7352 25bda12 14d81e7 25bda12 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | # ---------- build frontend ----------
FROM node:20-bookworm AS frontend-build
WORKDIR /frontend
COPY frontend/package.json ./
RUN npm install
COPY frontend/ .
RUN npm run build
# ---------- runtime ----------
FROM python:3.11-slim
WORKDIR /app
# Backend deps
COPY backend/requirements.txt /app/backend/requirements.txt
RUN pip install --no-cache-dir -r /app/backend/requirements.txt
# Download and save model during build (so it persists across restarts)
# This prevents re-downloading the model on every container restart
RUN mkdir -p /app/Model/bert-tiny && \
python3 -c "from transformers import AutoTokenizer, AutoModel; \
print('Downloading BERT-tiny model during build...'); \
tokenizer = AutoTokenizer.from_pretrained('prajjwal1/bert-tiny'); \
model = AutoModel.from_pretrained('prajjwal1/bert-tiny'); \
print('Saving model to /app/Model/bert-tiny...'); \
tokenizer.save_pretrained('/app/Model/bert-tiny'); \
model.save_pretrained('/app/Model/bert-tiny'); \
print('Model saved successfully!')"
# Copy backend code
COPY backend /app/backend
# Copy frontend build into /app/frontend/dist
COPY --from=frontend-build /frontend/dist /app/frontend/dist
# Set PYTHONPATH so Python can find the app module
ENV PYTHONPATH=/app/backend:$PYTHONPATH
# HF Spaces uses port 7860
EXPOSE 7860
CMD ["uvicorn", "backend.app.main:app", "--host", "0.0.0.0", "--port", "7860"]
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