content: FROM nvcr.io/nvidia/pytorch:23.07-py3
  
  RUN  mkdir  /workspace/project
  
  WORKDIR /workspace/project
  
  COPY ./backend/requirements/neural.txt /workspace/project
  
  
  #COPY ./backend/requirements/server.txt /workspace/project
  
  RUN pip install h5py \
      && pip install typing-extensions \
      && pip install wheel \
      && pip install  --upgrade pybind11==2.2.4 \
      && pip install -r neural.txt
  
  COPY ./backend/requirements/easy_neural.txt /workspace/project
  COPY ./backend/requirements/install_dep.py  /workspace/project
  ADD ./neural/deeppavlov/configs /workspace/project/neural/deeppavlov/configs
  
  COPY ./docker_sources/en_core_web_sm-3.5.0-py3-none-any.whl /workspace/project
  COPY ./docker_sources/ru_core_news_sm-3.5.0-py3-none-any.whl /workspace/project
  
  RUN pip install en_core_web_sm-3.5.0-py3-none-any.whl  ru_core_news_sm-3.5.0-py3-none-any.whl \
      && python install_dep.py \
  #    && python -m spacy download en_core_web_sm \
  #    && python -m spacy download ru_core_web_sm \
      && pip install --no-cache-dir  -r easy_neural.txt
  #    && pip install --no-cache-dir  -r server.txt
  COPY ./backend/requirements/easy_neural_2.txt /workspace/project
  COPY ./backend/requirements/install_dep_2.py /workspace/project
  RUN pip install -r easy_neural_2.txt  \
      && pip install --upgrade nltk \
      && python install_dep_2.py
  
  #ENTRYPOINT ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8080"]
  