gpt_academic / docs /GithubAction+AllCapacityBeta
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# docker build -t gpt-academic-all-capacity -f docs/GithubAction+AllCapacity --network=host --build-arg http_proxy=http://localhost:10881 --build-arg https_proxy=http://localhost:10881 .
# docker build -t gpt-academic-all-capacity -f docs/GithubAction+AllCapacityBeta --network=host .
# docker run -it --net=host gpt-academic-all-capacity bash
# 从NVIDIA源,从而支持显卡(检查宿主的nvidia-smi中的cuda版本必须>=11.3)
FROM fuqingxu/11.3.1-runtime-ubuntu20.04-with-texlive:latest
# use python3 as the system default python
WORKDIR /gpt
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.8
# # 非必要步骤,更换pip源 (以下三行,可以删除)
# RUN echo '[global]' > /etc/pip.conf && \
# echo 'index-url = https://mirrors.aliyun.com/pypi/simple/' >> /etc/pip.conf && \
# echo 'trusted-host = mirrors.aliyun.com' >> /etc/pip.conf
# 下载pytorch
RUN python3 -m pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/cu113
# 准备pip依赖
RUN python3 -m pip install openai numpy arxiv rich
RUN python3 -m pip install colorama Markdown pygments pymupdf
RUN python3 -m pip install python-docx moviepy pdfminer
RUN python3 -m pip install zh_langchain==0.2.1 pypinyin
RUN python3 -m pip install rarfile py7zr
RUN python3 -m pip install aliyun-python-sdk-core==2.13.3 pyOpenSSL webrtcvad scipy git+https://github.com/aliyun/alibabacloud-nls-python-sdk.git
# 下载分支
WORKDIR /gpt
RUN git clone --depth=1 https://github.com/binary-husky/gpt_academic.git
WORKDIR /gpt/gpt_academic
RUN git clone --depth=1 https://github.com/OpenLMLab/MOSS.git request_llms/moss
RUN python3 -m pip install -r requirements.txt
RUN python3 -m pip install -r request_llms/requirements_moss.txt
RUN python3 -m pip install -r request_llms/requirements_qwen.txt
RUN python3 -m pip install -r request_llms/requirements_chatglm.txt
RUN python3 -m pip install -r request_llms/requirements_newbing.txt
RUN python3 -m pip install nougat-ocr
# 预热Tiktoken模块
RUN python3 -c 'from check_proxy import warm_up_modules; warm_up_modules()'
# 安装知识库插件的额外依赖
RUN apt-get update && apt-get install libgl1 -y
RUN pip3 install transformers protobuf langchain sentence-transformers faiss-cpu nltk beautifulsoup4 bitsandbytes tabulate icetk --upgrade
RUN pip3 install unstructured[all-docs] --upgrade
RUN python3 -c 'from check_proxy import warm_up_vectordb; warm_up_vectordb()'
RUN rm -rf /usr/local/lib/python3.8/dist-packages/tests
# COPY .cache /root/.cache
# COPY config_private.py config_private.py
# 启动
CMD ["python3", "-u", "main.py"]