# Read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
# you will also find guides on how best to write your Dockerfile

FROM python:3.11-slim-buster AS base

RUN useradd -m -u 1000 user
USER user
ENV PATH="/home/user/.local/bin:$PATH"

WORKDIR /app

COPY --chown=user ./requirements.txt requirements.txt
RUN pip install --no-cache-dir --upgrade -r requirements.txt
RUN python -m spacy download en_core_web_sm

# Download additional models for advanced NLP
RUN python -c "from sentence_transformers import SentenceTransformer; SentenceTransformer('all-MiniLM-L6-v2')" || echo "Sentence transformers model download failed, will download on first use"

COPY --chown=user . /app
CMD ["uvicorn", "app.app:app", "--host", "0.0.0.0", "--port", "7860"]