【瞎折腾/ragflow】构建docker镜像并部署使用ragflow

说在前面

• 操作系统：win11
• docker desktop版本：4.29.0
• docker engin版本：v26.0.0
• ragflow版本：nightly

安装docker

• 官网
  
• 如果是win11，backend建议使用wsl2
  
• 安装好后打开docker desktop，不然docker命令用不了

下载RAGFlow源码

• 直接git就行

  git clone https://github.com/infiniflow/ragflow.git
  cd ragflow/
  

• 修改相关配置，在build时候走国内源
• 修改Dockerfile
  将ARG NEED_MIRROR=0改为ARG NEED_MIRROR=1
  
• 修改.env
  将以下红框内的取消注释
  
• 开始艰难的build过程

  docker build -f Dockerfile -t infiniflow/ragflow:nightly .
  

• 似乎在折腾我的C盘
• 结果

  **[+] Building 0.0s (0/0)  docker:default
  2025/03/08 02:04:14 http2: server: error reading preface from client //./pipe/docker_engine: file has already been close[+] Building 37.0s (26/44)                                                                               docker:default
  [+] Building 37.1s (26/44)                                                                               docker:default                                                                         docker:default
  [+] Building 510.8s (45/45) FINISHED                                                                     docker:default=> [internal] load build definition from Dockerfile                                                               0.0s=> => transferring dockerfile: 8.79kB                                                                             0.0s=> [internal] load metadata for docker.io/infiniflow/ragflow_deps:latest                                          5.0s=> [internal] load metadata for docker.io/library/ubuntu:22.04                                                    3.1s=> [internal] load .dockerignore                                                                                  0.0s=> => transferring context: 2B                                                                                    0.0s=> [internal] load build context                                                                                  0.2s=> => transferring context: 93.88kB                                                                               0.1s=> FROM docker.io/infiniflow/ragflow_deps:latest@sha256:d963eef897cc6254ef2cadb4977c537b7791492931052df2af180450  0.0s=> [base  1/15] FROM docker.io/library/ubuntu:22.04@sha256:ed1544e454989078f5dec1bfdabd8c5cc9c48e0705d07b678ab6a  0.0s=> CACHED [base  2/15] WORKDIR /ragflow                                                                           0.0s=> CACHED [base  3/15] RUN mkdir -p /ragflow/rag/res/deepdoc /root/.ragflow                                       0.0s=> CACHED [base  4/15] RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/huggingface.co,target=/  0.0s=> CACHED [base  5/15] RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/huggingface.co,target=/  0.0s=> CACHED [base  6/15] RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/,target=/deps     cp -r  0.0s=> CACHED [base  7/15] RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked     if [ "1" =  0.0s=> CACHED [base  8/15] RUN if [ "1" == "1" ]; then         pip3 config set global.index-url https://mirrors.aliy  0.0s=> CACHED [base  9/15] RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked     curl -fsSL  0.0s=> CACHED [base 10/15] RUN apt update && apt install -y curl build-essential     && if [ "1" == "1" ]; then       0.0s=> CACHED [base 11/15] RUN cargo --version && rustc --version                                                     0.0s=> CACHED [base 12/15] RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked     curl https  0.0s=> CACHED [base 13/15] RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/chrome-linux64-121-0-61  0.0s=> CACHED [base 14/15] RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/chromedriver-linux64-12  0.0s=> CACHED [base 15/15] RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/,target=/deps     if [   0.0s=> CACHED [production  1/16] WORKDIR /ragflow                                                                     0.0s=> CACHED [builder 2/8] COPY pyproject.toml uv.lock ./                                                            0.0s=> CACHED [builder 3/8] RUN --mount=type=cache,id=ragflow_uv,target=/root/.cache/uv,sharing=locked     if [ "1"   0.0s=> CACHED [builder 4/8] COPY web web                                                                              0.0s=> CACHED [builder 5/8] COPY docs docs                                                                            0.0s=> [builder 6/8] RUN --mount=type=cache,id=ragflow_npm,target=/root/.npm,sharing=locked     npm config set reg  118.1s=> [builder 7/8] COPY .git /ragflow/.git                                                                          0.4s=> [builder 8/8] RUN version_info=$(git describe --tags --match=v* --first-parent --always);     if [ "0" == "1"  0.4s=> [production  2/16] COPY --from=builder /ragflow/.venv /ragflow/.venv                                         258.5s=> [production  3/16] COPY web web                                                                                3.1s=> [production  4/16] COPY api api                                                                                0.4s=> [production  5/16] COPY conf conf                                                                              0.3s=> [production  6/16] COPY deepdoc deepdoc                                                                        0.6s=> [production  7/16] COPY rag rag                                                                                1.3s=> [production  8/16] COPY agent agent                                                                            0.5s=> [production  9/16] COPY graphrag graphrag                                                                      0.4s=> [production 10/16] COPY agentic_reasoning agentic_reasoning                                                    0.4s=> [production 11/16] COPY pyproject.toml uv.lock ./                                                              0.6s=> [production 12/16] COPY docker/service_conf.yaml.template ./conf/service_conf.yaml.template                    0.4s=> [production 13/16] COPY docker/entrypoint.sh docker/entrypoint-parser.sh ./                                    0.5s=> [production 14/16] RUN chmod +x ./entrypoint*.sh                                                               1.2s=> [production 15/16] COPY --from=builder /ragflow/web/dist /ragflow/web/dist                                     5.7s=> [production 16/16] COPY --from=builder /ragflow/VERSION /ragflow/VERSION                                       0.4s=> exporting to image                                                                                            61.9s=> => exporting layers                                                                                           61.8s=> => writing image sha256:d2b25a65a689b90064667869c1bf308634be66c11d11666c6aa4fb8d281d5fb1                       0.0s=> => naming to docker.io/infiniflow/ragflow:nightly                                                              0.0sView build details: docker-desktop://dashboard/build/default/default/cnyvefqf3fr3ol2h3nyvsexxuWhat's Next?1. Sign in to your Docker account → docker login2. View a summary of image vulnerabilities and recommendations → docker scout quickview**
  

问题

• build web的时候出现的问题

   => [builder 6/8] RUN --mount=type=cache,id=ragflow_npm,target=/root/.npm,sharing=locked     cd web && npm ins  1178.0s=> => # Done in 629ms.=> => # info  - [plugin: ./node_modules/@umijs/plugins/dist/tailwindcss] tailwindcss service exited=> => # Browserslist: caniuse-lite is outdated. Please run:=> => #   npx update-browserslist-db@latest=> => #   Why you should do it regularly: https://github.com/browserslist/update-db#readme=> => # ℹ Compiling Webpack
  ERROR: failed to receive status: rpc error: code = Unavailable desc = error reading from server: EOF
  

  看log似乎是被系统kill掉了，问了下deepseek，似乎是OOM。
  检查了下wsl的配置，发现分配的内存只有2G，修改下内存分配，至少得12G