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ghcr.io/docling-project/docling-serve-cu128:v1.16.1 linux/amd64

ghcr.io/docling-project/docling-serve-cu128:v1.16.1 - 国内下载镜像源 浏览次数:9

这是Docling Project提供的Docling Serve服务端容器镜像,基于CUDA 12.8环境构建,用于提供文档处理相关的服务能力,支持借助GPU加速完成文档解析、处理等任务。

源镜像 ghcr.io/docling-project/docling-serve-cu128:v1.16.1
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1
镜像ID sha256:badad13a8a5e3552039b9881c03d4c957e6b0412297cde07b8c3e1b10e3cb7d0
镜像TAG v1.16.1
大小 11.06GB
镜像源 ghcr.io
CMD docling-serve run
启动入口 container-entrypoint
工作目录 /opt/app-root/src
OS/平台 linux/amd64
浏览量 9 次
贡献者
镜像创建 2026-04-09T10:14:50.741614387Z
同步时间 2026-04-16 01:29
开放端口
5001/tcp 8080/tcp
环境变量
VERSION=9 STI_SCRIPTS_URL=image:///usr/libexec/s2i STI_SCRIPTS_PATH=/usr/libexec/s2i APP_ROOT=/opt/app-root HOME=/opt/app-root/src PLATFORM=el9 NODEJS_VER=22 PYTHON_VERSION=3.12 PATH=/opt/app-root/src/.local/bin/:/opt/app-root/src/bin:/opt/app-root/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin PYTHONUNBUFFERED=1 PYTHONIOENCODING=utf-8 LC_ALL=en_US.UTF-8 LANG=en_US.UTF-8 PIP_NO_CACHE_DIR=off NAME=python3 ARCH=x86_64 SUMMARY=Platform for building and running Python 3.12 applications DESCRIPTION=Python 3.12 available as container is a base platform for building and running various Python 3.12 applications and frameworks. Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Python's elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms. BASH_ENV=/opt/app-root/bin/activate ENV=/opt/app-root/bin/activate PROMPT_COMMAND=. /opt/app-root/bin/activate TESSDATA_PREFIX=/usr/share/tesseract/tessdata/ OMP_NUM_THREADS=4 UV_COMPILE_BYTECODE=1 UV_LINK_MODE=copy UV_PROJECT_ENVIRONMENT=/opt/app-root DOCLING_SERVE_ARTIFACTS_PATH=/opt/app-root/src/.cache/docling/models LD_PRELOAD=/usr/local/lib/libmimalloc.so
镜像标签
python3: com.redhat.component Python 3.12 available as container is a base platform for building and running various Python 3.12 applications and frameworks. Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Python's elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms.: description 1.33.7: io.buildah.version Python 3.12 available as container is a base platform for building and running various Python 3.12 applications and frameworks. Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Python's elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms.: io.k8s.description Python 3.12: io.k8s.display-name 8080:http: io.openshift.expose-services image:///usr/libexec/s2i: io.openshift.s2i.scripts-url builder,python,python312,python-312,rh-python312: io.openshift.tags image:///usr/libexec/s2i: io.s2i.scripts-url SoftwareCollections.org <sclorg@redhat.com>: maintainer sclorg/python-312-c9s: name 20260331: org.label-schema.build-date GPLv2: org.label-schema.license CentOS Stream 9 Base Image: org.label-schema.name 1.0: org.label-schema.schema-version CentOS: org.label-schema.vendor 2026-04-09T10:11:41.106Z: org.opencontainers.image.created Running Docling as an API service: org.opencontainers.image.description MIT: org.opencontainers.image.licenses 12a794362355f05692687395e6df2fc83802346e: org.opencontainers.image.revision https://github.com/docling-project/docling-serve: org.opencontainers.image.source docling-serve: org.opencontainers.image.title https://github.com/docling-project/docling-serve: org.opencontainers.image.url v1.16.1: org.opencontainers.image.version Platform for building and running Python 3.12 applications: summary s2i build https://github.com/sclorg/s2i-python-container.git --context-dir=3.12/test/setup-test-app/ /python3 python-sample-app: usage 9: version

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1  ghcr.io/docling-project/docling-serve-cu128:v1.16.1

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1  ghcr.io/docling-project/docling-serve-cu128:v1.16.1

Shell快速替换命令

sed -i 's#ghcr.io/docling-project/docling-serve-cu128:v1.16.1#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1#' deployment.yaml

Ansible快速分发-Docker

#ansible k8s -m shell -a 'docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1  ghcr.io/docling-project/docling-serve-cu128:v1.16.1'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1  ghcr.io/docling-project/docling-serve-cu128:v1.16.1'

镜像构建历史


# 2026-04-09 18:14:50  0.00B 设置默认要执行的命令
CMD ["docling-serve" "run"]
                        
# 2026-04-09 18:14:50  0.00B 声明容器运行时监听的端口
EXPOSE [5001/tcp]
                        
# 2026-04-09 18:14:50  0.00B 设置环境变量 LD_PRELOAD
ENV LD_PRELOAD=/usr/local/lib/libmimalloc.so
                        
# 2026-04-09 18:14:50  17.36KB 执行命令并创建新的镜像层
RUN |2 UV_SYNC_EXTRA_ARGS=--no-group pypi --group cu128 MODELS_LIST=layout tableformer picture_classifier rapidocr easyocr /bin/sh -c umask 002 && uv sync --frozen --no-dev --all-extras ${UV_SYNC_EXTRA_ARGS} # buildkit
                        
# 2026-04-09 18:14:46  208.71KB 复制新文件或目录到容器中
COPY --chown=1001:0 ./docling_serve ./docling_serve # buildkit
                        
# 2026-04-09 18:14:46  738.87MB 执行命令并创建新的镜像层
RUN |2 UV_SYNC_EXTRA_ARGS=--no-group pypi --group cu128 MODELS_LIST=layout tableformer picture_classifier rapidocr easyocr /bin/sh -c echo "Downloading models..." &&     HF_HUB_DOWNLOAD_TIMEOUT="90"     HF_HUB_ETAG_TIMEOUT="90"     docling-tools models download -o "${DOCLING_SERVE_ARTIFACTS_PATH}" ${MODELS_LIST} &&     chown -R 1001:0 ${DOCLING_SERVE_ARTIFACTS_PATH} &&     chmod -R g=u ${DOCLING_SERVE_ARTIFACTS_PATH} # buildkit
                        
# 2026-04-09 18:14:13  0.00B 定义构建参数
ARG MODELS_LIST=layout tableformer picture_classifier rapidocr easyocr
                        
# 2026-04-09 18:14:13  9.15GB 执行命令并创建新的镜像层
RUN |1 UV_SYNC_EXTRA_ARGS=--no-group pypi --group cu128 /bin/sh -c umask 002 &&     UV_SYNC_ARGS="--frozen --no-install-project --no-dev --all-extras" &&     uv sync ${UV_SYNC_ARGS} ${UV_SYNC_EXTRA_ARGS} --no-extra flash-attn &&     FLASH_ATTENTION_SKIP_CUDA_BUILD=TRUE uv sync ${UV_SYNC_ARGS} ${UV_SYNC_EXTRA_ARGS} --no-build-isolation-package=flash-attn # buildkit
                        
# 2026-04-09 17:17:28  0.00B 定义构建参数
ARG UV_SYNC_EXTRA_ARGS=--no-group pypi --group cu128
                        
# 2026-04-09 17:17:28  0.00B 设置环境变量 OMP_NUM_THREADS LANG LC_ALL PYTHONIOENCODING UV_COMPILE_BYTECODE UV_LINK_MODE UV_PROJECT_ENVIRONMENT DOCLING_SERVE_ARTIFACTS_PATH
ENV OMP_NUM_THREADS=4 LANG=en_US.UTF-8 LC_ALL=en_US.UTF-8 PYTHONIOENCODING=utf-8 UV_COMPILE_BYTECODE=1 UV_LINK_MODE=copy UV_PROJECT_ENVIRONMENT=/opt/app-root DOCLING_SERVE_ARTIFACTS_PATH=/opt/app-root/src/.cache/docling/models
                        
# 2026-04-09 17:17:28  0.00B 设置工作目录为/opt/app-root/src
WORKDIR /opt/app-root/src
                        
# 2026-04-09 17:17:28  0.00B 指定运行容器时使用的用户
USER 1001
                        
# 2026-04-09 17:17:28  0.00B 设置环境变量 TESSDATA_PREFIX
ENV TESSDATA_PREFIX=/usr/share/tesseract/tessdata/
                        
# 2026-04-09 17:17:28  0.00B 执行命令并创建新的镜像层
RUN /bin/sh -c /usr/bin/fix-permissions /opt/app-root/src/.cache # buildkit
                        
# 2026-04-09 17:17:28  248.90KB 复制新文件或目录到容器中
COPY /opt/app-root/src/mimalloc/out/release/libmimalloc.so /usr/local/lib/libmimalloc.so # buildkit
                        
# 2026-04-09 17:17:25  118.90MB 执行命令并创建新的镜像层
RUN /bin/sh -c dnf -y install --best --nodocs --setopt=install_weak_deps=False dnf-plugins-core &&     dnf config-manager --best --nodocs --setopt=install_weak_deps=False --save &&     dnf config-manager --enable crb &&     dnf -y update &&     dnf install -y $(cat /tmp/os-packages.txt) &&     dnf -y clean all &&     rm -rf /var/cache/dnf # buildkit
                        
# 2026-04-09 17:17:25  0.00B 指定运行容器时使用的用户
USER 0
                        
# 2026-04-08 11:49:07  210.14MB 
/bin/sh -c #(nop) CMD $STI_SCRIPTS_PATH/usage
                        
# 2026-04-08 11:49:06  0.00B 
/bin/sh -c #(nop) USER 1001
                        
# 2026-04-08 11:49:06  0.00B 
/bin/sh -c #(nop) ENV BASH_ENV="${APP_ROOT}/bin/activate"     ENV="${APP_ROOT}/bin/activate"     PROMPT_COMMAND=". ${APP_ROOT}/bin/activate"
                        
# 2026-04-08 11:49:06  0.00B 
/bin/sh -c python3.12 -m venv ${APP_ROOT} && ${APP_ROOT}/bin/pip install /opt/wheels/pip-* && rm -r /opt/wheels && chown -R 1001:0 ${APP_ROOT} && fix-permissions ${APP_ROOT} -P && echo "unset BASH_ENV PROMPT_COMMAND ENV" >> ${APP_ROOT}/bin/activate
                        
# 2026-04-08 11:49:02  0.00B 
/bin/sh -c #(nop) COPY dir:f87a12029e54697ad3bdd1c0869a2a0149ef1227a0a54367bec77290841fef7b in /opt/wheels 
                        
# 2026-04-08 11:49:02  0.00B 
/bin/sh -c #(nop) COPY dir:cb82f39d3378652d2a07e3622f41bccef666f52085de787a6662871d3e74c8e9 in / 
                        
# 2026-04-08 11:49:02  0.00B 
/bin/sh -c #(nop) COPY dir:8237049c925ae491ce41a5ff406d4563c4782a896f0b54fd59713a4c78173905 in $STI_SCRIPTS_PATH 
                        
# 2026-04-08 11:49:02  0.00B 
/bin/sh -c INSTALL_PKGS="python3.12 python3.12-devel python3.12-pip nss_wrapper-libs httpd         httpd-devel mod_ssl mod_auth_gssapi mod_ldap mod_session         atlas-devel gcc-gfortran libffi-devel libtool-ltdl enchant         krb5-devel" &&     yum -y --setopt=tsflags=nodocs install $INSTALL_PKGS &&     rpm -V $INSTALL_PKGS &&     yum -y clean all --enablerepo='*'
                        
# 2026-04-08 11:48:44  0.00B 
/bin/sh -c #(nop) LABEL summary="$SUMMARY"       description="$DESCRIPTION"       io.k8s.description="$DESCRIPTION"       io.k8s.display-name="Python 3.12"       io.openshift.expose-services="8080:http"       io.openshift.tags="builder,python,python312,python-312,rh-python312"       com.redhat.component="$NAME"       name="sclorg/python-312-c9s"       usage="s2i build https://github.com/sclorg/s2i-python-container.git --context-dir=3.12/test/setup-test-app/ $FGC/$NAME python-sample-app"       maintainer="SoftwareCollections.org <sclorg@redhat.com>"
                        
# 2026-04-08 11:48:44  0.00B 
/bin/sh -c #(nop) ENV SUMMARY="Platform for building and running Python $PYTHON_VERSION applications"     DESCRIPTION="Python $PYTHON_VERSION available as container is a base platform for building and running various Python $PYTHON_VERSION applications and frameworks. Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Python's elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms."
                        
# 2026-04-08 11:48:44  0.00B 
/bin/sh -c #(nop) ENV NAME=python3     ARCH=x86_64
                        
# 2026-04-08 11:48:44  0.00B 
/bin/sh -c #(nop) ENV PYTHON_VERSION=3.12     PATH=$HOME/.local/bin/:$PATH     PYTHONUNBUFFERED=1     PYTHONIOENCODING=UTF-8     LC_ALL=en_US.UTF-8     LANG=en_US.UTF-8     PIP_NO_CACHE_DIR=off
                        
# 2026-04-08 11:48:44  0.00B 
/bin/sh -c #(nop) EXPOSE 8080
                        
# 2026-04-07 11:57:27  622.86MB 
/bin/sh -c yum -y module enable nodejs:$NODEJS_VER &&   INSTALL_PKGS="nodejs autoconf   automake   bzip2   gcc-c++   gd-devel   gdb   git   libcurl-devel   libpq-devel   libxml2-devel   libxslt-devel   lsof   make   mariadb-connector-c-devel   openssl-devel   patch   procps-ng   npm   redhat-rpm-config   sqlite-devel   unzip   wget   which   zlib-devel" &&   yum install -y --setopt=tsflags=nodocs $INSTALL_PKGS &&   rpm -V $INSTALL_PKGS &&   node -v | grep -qe "^v$NODEJS_VER\." && echo "Found VERSION $NODEJS_VER" &&   yum -y clean all --enablerepo='*'
                        
# 2026-04-07 11:56:52  0.00B 
/bin/sh -c #(nop) LABEL summary="$SUMMARY"       description="$DESCRIPTION"       io.k8s.description="$DESCRIPTION"       io.k8s.display-name="s2i base"       com.redhat.component="$NAME-container"       name="sclorg/$NAME-c9s"       version="$VERSION"       maintainer="SoftwareCollections.org <sclorg@redhat.com>"
                        
# 2026-04-07 11:56:52  0.00B 
/bin/sh -c #(nop) ENV SUMMARY="Base image with essential libraries and tools used as a base for builder images like perl, python, ruby, etc."     DESCRIPTION="The s2i-base image, being built upon s2i-core, provides any images layered on top of it with all the tools needed to use source-to-image functionality. Additionally, s2i-base also contains various libraries needed for it to serve as a base for other builder images, like s2i-python or s2i-ruby."     NODEJS_VER=22     NAME=s2i-base
                        
# 2026-04-07 11:50:40  54.86MB 
/bin/sh -c rpm-file-permissions &&   useradd -u 1001 -r -g 0 -d ${HOME} -c "Default Application User" default &&   chown -R 1001:0 ${APP_ROOT}
                        
# 2026-04-07 11:50:39  0.00B 
/bin/sh -c #(nop) CMD ["base-usage"]
                        
# 2026-04-07 11:50:39  0.00B 
/bin/sh -c #(nop) ENTRYPOINT ["container-entrypoint"]
                        
# 2026-04-07 11:50:39  0.00B 
/bin/sh -c #(nop) WORKDIR ${HOME}
                        
# 2026-04-07 11:50:39  0.00B 
/bin/sh -c #(nop) COPY dir:7c2972cc2e4f90cf0d7644aac472086c081dea1e2f64e0f7a9bde1ea291623ec in / 
                        
# 2026-04-07 11:50:39  0.00B 
/bin/sh -c INSTALL_PKGS="bsdtar   findutils   gettext   glibc-langpack-en   groff-base   glibc-locale-source   rsync   scl-utils   tar   unzip   xz   yum" &&   mkdir -p ${HOME}/.pki/nssdb &&   chown -R 1001:0 ${HOME}/.pki &&   dnf install -y --setopt=tsflags=nodocs $INSTALL_PKGS &&   rpm -V $INSTALL_PKGS &&   dnf -y clean all --enablerepo='*'
                        
# 2026-04-07 11:50:17  0.00B 
/bin/sh -c #(nop) ENV     STI_SCRIPTS_URL=image:///usr/libexec/s2i     STI_SCRIPTS_PATH=/usr/libexec/s2i     APP_ROOT=/opt/app-root     HOME=/opt/app-root/src     PATH=/opt/app-root/src/bin:/opt/app-root/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin     PLATFORM="el9"
                        
# 2026-04-07 11:50:17  0.00B 
/bin/sh -c #(nop) LABEL summary="$SUMMARY"       description="$DESCRIPTION"       io.k8s.description="$DESCRIPTION"       io.k8s.display-name="s2i core"       io.openshift.s2i.scripts-url=image:///usr/libexec/s2i       io.s2i.scripts-url=image:///usr/libexec/s2i       com.redhat.component="$NAME-container"       name="sclorg/$NAME-c9s"       version="$VERSION"       maintainer="SoftwareCollections.org <sclorg@redhat.com>"
                        
# 2026-04-07 11:50:17  0.00B 
/bin/sh -c #(nop) ENV SUMMARY="Base image which allows using of source-to-image."	    DESCRIPTION="The s2i-core image provides any images layered on top of it with all the tools needed to use source-to-image functionality while keeping the image size as small as possible."     NAME=s2i-core     VERSION=9
                        
# 2026-04-01 08:39:49  166.71MB 
/bin/sh -c #(nop) CMD ["/bin/bash"]
                        
# 2026-04-01 08:39:46  0.00B 
/bin/sh -c #(nop) LABEL org.label-schema.schema-version="1.0"     org.label-schema.name="CentOS Stream 9 Base Image"     org.label-schema.vendor="CentOS"     org.label-schema.license="GPLv2"     org.label-schema.build-date="20260331"
                        
# 2026-04-01 08:39:46  0.00B 
/bin/sh -c #(nop) ADD file:b27daf4a06bb33c4e69e2ff4a9319b76ff85de3f2f6d7a69c0c58fe4f198b139 in / 
                        
                    

镜像信息

{
    "Id": "sha256:badad13a8a5e3552039b9881c03d4c957e6b0412297cde07b8c3e1b10e3cb7d0",
    "RepoTags": [
        "ghcr.io/docling-project/docling-serve-cu128:v1.16.1",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128:v1.16.1"
    ],
    "RepoDigests": [
        "ghcr.io/docling-project/docling-serve-cu128@sha256:20e6961b02e104cedcb8c7c1e4204cf339eec4b5a5fd73efbf75b3f6413eae06",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/docling-project/docling-serve-cu128@sha256:d98583ce5c2da55d832cea1933d9495975a3dd2d48eabedcb07b2d1790017937"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-04-09T10:14:50.741614387Z",
    "Container": "",
    "ContainerConfig": null,
    "DockerVersion": "",
    "Author": "",
    "Config": {
        "Hostname": "",
        "Domainname": "",
        "User": "1001",
        "AttachStdin": false,
        "AttachStdout": false,
        "AttachStderr": false,
        "ExposedPorts": {
            "5001/tcp": {},
            "8080/tcp": {}
        },
        "Tty": false,
        "OpenStdin": false,
        "StdinOnce": false,
        "Env": [
            "VERSION=9",
            "STI_SCRIPTS_URL=image:///usr/libexec/s2i",
            "STI_SCRIPTS_PATH=/usr/libexec/s2i",
            "APP_ROOT=/opt/app-root",
            "HOME=/opt/app-root/src",
            "PLATFORM=el9",
            "NODEJS_VER=22",
            "PYTHON_VERSION=3.12",
            "PATH=/opt/app-root/src/.local/bin/:/opt/app-root/src/bin:/opt/app-root/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin",
            "PYTHONUNBUFFERED=1",
            "PYTHONIOENCODING=utf-8",
            "LC_ALL=en_US.UTF-8",
            "LANG=en_US.UTF-8",
            "PIP_NO_CACHE_DIR=off",
            "NAME=python3",
            "ARCH=x86_64",
            "SUMMARY=Platform for building and running Python 3.12 applications",
            "DESCRIPTION=Python 3.12 available as container is a base platform for building and running various Python 3.12 applications and frameworks. Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Python's elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms.",
            "BASH_ENV=/opt/app-root/bin/activate",
            "ENV=/opt/app-root/bin/activate",
            "PROMPT_COMMAND=. /opt/app-root/bin/activate",
            "TESSDATA_PREFIX=/usr/share/tesseract/tessdata/",
            "OMP_NUM_THREADS=4",
            "UV_COMPILE_BYTECODE=1",
            "UV_LINK_MODE=copy",
            "UV_PROJECT_ENVIRONMENT=/opt/app-root",
            "DOCLING_SERVE_ARTIFACTS_PATH=/opt/app-root/src/.cache/docling/models",
            "LD_PRELOAD=/usr/local/lib/libmimalloc.so"
        ],
        "Cmd": [
            "docling-serve",
            "run"
        ],
        "ArgsEscaped": true,
        "Image": "",
        "Volumes": null,
        "WorkingDir": "/opt/app-root/src",
        "Entrypoint": [
            "container-entrypoint"
        ],
        "OnBuild": null,
        "Labels": {
            "com.redhat.component": "python3",
            "description": "Python 3.12 available as container is a base platform for building and running various Python 3.12 applications and frameworks. Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Python's elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms.",
            "io.buildah.version": "1.33.7",
            "io.k8s.description": "Python 3.12 available as container is a base platform for building and running various Python 3.12 applications and frameworks. Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Python's elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms.",
            "io.k8s.display-name": "Python 3.12",
            "io.openshift.expose-services": "8080:http",
            "io.openshift.s2i.scripts-url": "image:///usr/libexec/s2i",
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}

更多版本

ghcr.io/docling-project/docling-serve-cu128:v1.6.0

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