FROM python:3.12-slim

WORKDIR /opt/rag

RUN pip install --no-cache-dir \
    uvicorn fastapi python-multipart requests \
    sentence-transformers qdrant-client \
    psycopg2-binary redis anthropic pymupdf \
    mem0ai ollama passlib[bcrypt] python-jose[cryptography] bcrypt PyJWT

COPY . .

CMD ["uvicorn", "api:app", "--host", "0.0.0.0", "--port", "8100"]