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<!doctype html><html lang=en class=no-js> <head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1"><link href=networking/cidr/cidr-intro/ rel=next><link rel=icon href=assets/favicon.png><meta name=generator content="mkdocs-1.5.3, mkdocs-material-9.4.2"><title>CICD 路線圖 - Tech Learning</title><link rel=stylesheet href=assets/stylesheets/main.d451bc0e.min.css><link rel=stylesheet href=assets/stylesheets/palette.a5377069.min.css><link rel=preconnect href=https://fonts.gstatic.com crossorigin><link rel=stylesheet href="https://fonts.googleapis.com/css?family=Roboto:300,300i,400,400i,700,700i%7CRoboto+Mono:400,400i,700,700i&display=fallback"><style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style><link rel=stylesheet href=https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.7/katex.min.css><link rel=stylesheet href=stylesheets/extra.css><script>__md_scope=new URL(".",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script><link href=assets/stylesheets/glightbox.min.css rel=stylesheet><style>
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class=md-ellipsis> Networking Basics </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_1_2> <span class="md-nav__icon md-icon"></span> Networking Basics </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=networking/cidr/cidr-intro/ class=md-nav__link> <span class=md-ellipsis> 無類別區隔路由 CIDR </span> </a> </li> <li class=md-nav__item> <a href=networking/dns/dnsmasq/setup-dnsmasq-resolve-dns/ class=md-nav__link> <span class=md-ellipsis> Dnsmasq 本地 DNS 解析器 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_1_3> <label class=md-nav__link for=__nav_1_3 id=__nav_1_3_label tabindex> <span class=md-ellipsis> SSL 憑證 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 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md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_1_5> <label class=md-nav__link for=__nav_1_5 id=__nav_1_5_label tabindex> <span class=md-ellipsis> YAML </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_1_5_label aria-expanded=false> <label class=md-nav__title for=__nav_1_5> <span class="md-nav__icon md-icon"></span> YAML </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=yaml/yaml-intro/ class=md-nav__link> <span class=md-ellipsis> YAML 入門教程 </span> </a> </li> <li class=md-nav__item> <a href=yaml/yaml-tutorial/ class=md-nav__link> <span class=md-ellipsis> Learn YAML </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_1_6> <label class=md-nav__link for=__nav_1_6 id=__nav_1_6_label tabindex> <span class=md-ellipsis> CI/CD </span> <span 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class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_1_1_1> <label class=md-nav__link for=__nav_2_1_1_1 id=__nav_2_1_1_1_label tabindex=0> <span class=md-ellipsis> K3D </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_1_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_1_1_1> <span class="md-nav__icon md-icon"></span> K3D </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/01-getting-started/learning-env/k3d/k3s-kubernetes-cluster-setup-with-k3d/ class=md-nav__link> <span class=md-ellipsis> 使用 K3D 設置 Kubernetes 集群 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/01-getting-started/learning-env/k3d/k3d-with-nginx-ingresscontroller/ class=md-nav__link> <span class=md-ellipsis> K3D + Nginx Ingress 控制器 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_1_1_2> <label class=md-nav__link for=__nav_2_1_1_2 id=__nav_2_1_1_2_label tabindex=0> <span class=md-ellipsis> Minikube </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_1_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_1_1_2> <span class="md-nav__icon md-icon"></span> Minikube </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/01-getting-started/learning-env/minikube/how-to-install-minikube-on-ubuntu/ class=md-nav__link> <span class=md-ellipsis> 如何在 Ubuntu 20.04 上安裝 Minikube </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_1_1_3> <div class="md-nav__link md-nav__container"> <a href=kubernetes/01-getting-started/learning-env/nvidia/kubernetes/ class="md-nav__link "> <span class=md-ellipsis> Nvidia </span> </a> <label class="md-nav__link " for=__nav_2_1_1_3 id=__nav_2_1_1_3_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_1_1_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_1_1_3> <span class="md-nav__icon md-icon"></span> Nvidia </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_1_1_3_2> <div class="md-nav__link md-nav__container"> <a href=kubernetes/01-getting-started/learning-env/nvidia/nvidia-container-toolkit/ class="md-nav__link "> <span class=md-ellipsis> Nvidia Container Toolkit </span> </a> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_2_1_1_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_1_1_3_2> <span class="md-nav__icon md-icon"></span> Nvidia Container Toolkit </label> <ul class=md-nav__list data-md-scrollfix> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_1_2> <label class=md-nav__link for=__nav_2_1_2 id=__nav_2_1_2_label tabindex=0> <span class=md-ellipsis> 最佳實踐 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_1_2> <span class="md-nav__icon md-icon"></span> 最佳實踐 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/01-getting-started/best-practices/certificates/ class=md-nav__link> <span class=md-ellipsis> PKI 證書和要求 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2> <label class=md-nav__link for=__nav_2_2 id=__nav_2_2_label tabindex> <span class=md-ellipsis> Concepts </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2> <span class="md-nav__icon md-icon"></span> Concepts </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_1> <label class=md-nav__link for=__nav_2_2_1 id=__nav_2_2_1_label tabindex=0> <span class=md-ellipsis> 概述 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_1> <span class="md-nav__icon md-icon"></span> 概述 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/02-concepts/01-overview/k8s-intro/ class=md-nav__link> <span class=md-ellipsis> K8S 介詔 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_2> <label class=md-nav__link for=__nav_2_2_2 id=__nav_2_2_2_label tabindex=0> <span class=md-ellipsis> Kubernetes 架構 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_2> <span class="md-nav__icon md-icon"></span> Kubernetes 架構 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/02-concepts/02-cluster-architecture/k8s-architecture/ class=md-nav__link> <span class=md-ellipsis> K8S 架構解析 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_2_2> <div class="md-nav__link md-nav__container"> <a href=kubernetes/02-concepts/02-cluster-architecture/cri/ class="md-nav__link "> <span class=md-ellipsis> Container Runtime 接口(CRI) </span> </a> <label class="md-nav__link " for=__nav_2_2_2_2 id=__nav_2_2_2_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_2_2> <span class="md-nav__icon md-icon"></span> Container Runtime 接口(CRI) </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_2_2_2> <label class=md-nav__link for=__nav_2_2_2_2_2 id=__nav_2_2_2_2_2_label tabindex=0> <span class=md-ellipsis> Containerd </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_2_2_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_2_2_2> <span class="md-nav__icon md-icon"></span> Containerd </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/02-concepts/02-cluster-architecture/cri/containerd/containerd-install/ class=md-nav__link> <span class=md-ellipsis> 如何在 Ubuntu 22.04 上安裝 Containerd </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_3> <label class=md-nav__link for=__nav_2_2_3 id=__nav_2_2_3_label tabindex=0> <span class=md-ellipsis> Serivce, 負載均衡與網路 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_2_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_3> <span class="md-nav__icon md-icon"></span> Serivce, 負載均衡與網路 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/02-concepts/05-svc-lb-network/k8s-network-intro/ class=md-nav__link> <span class=md-ellipsis> K8S 網絡通信介紹 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/02-concepts/05-svc-lb-network/app-service-type/ class=md-nav__link> <span class=md-ellipsis> 應用程序向外部公開服務手法 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/02-concepts/05-svc-lb-network/k3d-metallb-starter-kit/ class=md-nav__link> <span class=md-ellipsis> 在 K3D 設定 Metallb </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_4> <div class="md-nav__link md-nav__container"> <a href=kubernetes/02-concepts/06-storage/ class="md-nav__link "> <span class=md-ellipsis> 存儲 </span> </a> <label class="md-nav__link " for=__nav_2_2_4 id=__nav_2_2_4_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_2_4_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_4> <span class="md-nav__icon md-icon"></span> 存儲 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/02-concepts/06-storage/kubectl-cp-example/ class=md-nav__link> <span class=md-ellipsis> 在 Pod 和本機進行文件複製 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_5> <label class=md-nav__link for=__nav_2_2_5 id=__nav_2_2_5_label tabindex=0> <span class=md-ellipsis> 配置 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_2_5_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_5> <span class="md-nav__icon md-icon"></span> 配置 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/02-concepts/07-configuration/overview/ class=md-nav__link> <span class=md-ellipsis> 配置最佳實踐 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/02-concepts/07-configuration/configmap/ class=md-nav__link> <span class=md-ellipsis> ConfigMap </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/02-concepts/07-configuration/secret/ class=md-nav__link> <span class=md-ellipsis> Secret </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_2_6> <label class=md-nav__link for=__nav_2_2_6 id=__nav_2_2_6_label tabindex=0> <span class=md-ellipsis> 集群管理 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_2_6_label aria-expanded=false> <label class=md-nav__title for=__nav_2_2_6> <span class="md-nav__icon md-icon"></span> 集群管理 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/02-concepts/11-cluster-adm/logging/ class=md-nav__link> <span class=md-ellipsis> 日誌架構 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/02-concepts/11-cluster-adm/kubernetes-logging/ class=md-nav__link> <span class=md-ellipsis> 日誌完整指南 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/02-concepts/11-cluster-adm/a-practical-guide-to-k8s-logging/ class=md-nav__link> <span class=md-ellipsis> 日誌記錄實用指南 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3> <label class=md-nav__link for=__nav_2_3 id=__nav_2_3_label tabindex> <span class=md-ellipsis> Tasks </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_2_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3> <span class="md-nav__icon md-icon"></span> Tasks </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3_1> <label class=md-nav__link for=__nav_2_3_1 id=__nav_2_3_1_label tabindex=0> <span class=md-ellipsis> 管理 Kubernetes 對象 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3_1> <span class="md-nav__icon md-icon"></span> 管理 Kubernetes 對象 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/03-tasks/manage-kubernetes-objects/kustomization/ class=md-nav__link> <span class=md-ellipsis> 使用 Kustomize 對 Kubernetes 對象進行聲明式管理 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3_2> <label class=md-nav__link for=__nav_2_3_2 id=__nav_2_3_2_label tabindex=0> <span class=md-ellipsis> 訪問集群中的應用程序 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3_2> <span class="md-nav__icon md-icon"></span> 訪問集群中的應用程序 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/03-tasks/access-application-cluster/web-ui-dashboard/ class=md-nav__link> <span class=md-ellipsis> 部署和訪問 Kubernetes 儀表板 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3_3> <div class="md-nav__link md-nav__container"> <a href=kubernetes/03-tasks/debug/ class="md-nav__link "> <span class=md-ellipsis> 監控、日誌和除錯 </span> </a> <label class="md-nav__link " for=__nav_2_3_3 id=__nav_2_3_3_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3_3> <span class="md-nav__icon md-icon"></span> 監控、日誌和除錯 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3_3_2> <div class="md-nav__link md-nav__container"> <a href=kubernetes/03-tasks/debug/debug-application/ class="md-nav__link "> <span class=md-ellipsis> 應用程序故障排查 </span> </a> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_3_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3_3_2> <span class="md-nav__icon md-icon"></span> 應用程序故障排查 </label> <ul class=md-nav__list data-md-scrollfix> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3_3_3> <div class="md-nav__link md-nav__container"> <a href=kubernetes/03-tasks/debug/debug-cluster/ class="md-nav__link "> <span class=md-ellipsis> 集群故障排查 </span> </a> <label class="md-nav__link " for=__nav_2_3_3_3 id=__nav_2_3_3_3_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_3_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3_3_3> <span class="md-nav__icon md-icon"></span> 集群故障排查 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/03-tasks/debug/debug-cluster/resource-metrics-pipeline/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3_4> <label class=md-nav__link for=__nav_2_3_4 id=__nav_2_3_4_label tabindex=0> <span class=md-ellipsis> TLS </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_3_4_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3_4> <span class="md-nav__icon md-icon"></span> TLS </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/03-tasks/administer-cluster/certificates/ class=md-nav__link> <span class=md-ellipsis> 手動生成證書 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/03-tasks/tls/managing-tls-in-a-cluster/ class=md-nav__link> <span class=md-ellipsis> 管理集群中的 TLS 認證 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/03-tasks/tls/certificate-rotation/ class=md-nav__link> <span class=md-ellipsis> 手動輪換 CA 證書 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_3_4_4> <label class=md-nav__link for=__nav_2_3_4_4 id=__nav_2_3_4_4_label tabindex=0> <span class=md-ellipsis> 其它參考 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_3_4_4_label aria-expanded=false> <label class=md-nav__title for=__nav_2_3_4_4> <span class="md-nav__icon md-icon"></span> 其它參考 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/03-tasks/tls/reference/openssl-certificate/ class=md-nav__link> <span class=md-ellipsis> Openssl 證書生成命令大全 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/03-tasks/tls/reference/self-signed-cert/ class=md-nav__link> <span class=md-ellipsis> 帶 IP 地址的自簽 SSL/TLS </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/03-tasks/tls/reference/mkcert-quickstart/ class=md-nav__link> <span class=md-ellipsis> 使用 mkcert 製作本機憑證 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_4> <label class=md-nav__link for=__nav_2_4 id=__nav_2_4_label tabindex> <span class=md-ellipsis> Autoscale </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_2_4_label aria-expanded=false> <label class=md-nav__title for=__nav_2_4> <span class="md-nav__icon md-icon"></span> Autoscale </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/autoscale/kubernetes-autoscaling/ class=md-nav__link> <span class=md-ellipsis> Kubernetes 自動縮放 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/autoscale/kubernetes-vpa/ class=md-nav__link> <span class=md-ellipsis> Kubernetes 垂直自動縮放 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_5> <label class=md-nav__link for=__nav_2_5 id=__nav_2_5_label tabindex> <span class=md-ellipsis> Tutorials </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_2_5_label aria-expanded=false> <label class=md-nav__title for=__nav_2_5> <span class="md-nav__icon md-icon"></span> Tutorials </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/04-tutorials/hello-k3d/ class=md-nav__link> <span class=md-ellipsis> 你好, K3D </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_5_2> <div class="md-nav__link md-nav__container"> <a href=kubernetes/04-tutorials/kubernetes-basics/ class="md-nav__link "> <span class=md-ellipsis> 學習 Kubernetes 基礎知識 </span> </a> <label class="md-nav__link " for=__nav_2_5_2 id=__nav_2_5_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_5_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_5_2> <span class="md-nav__icon md-icon"></span> 學習 Kubernetes 基礎知識 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/04-tutorials/kubernetes-basics/create-cluster/ class=md-nav__link> <span class=md-ellipsis> 創建集群 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/04-tutorials/kubernetes-basics/deploy-app/ class=md-nav__link> <span class=md-ellipsis> 部署應用 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/04-tutorials/kubernetes-basics/explore/ class=md-nav__link> <span class=md-ellipsis> 了解應用 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/04-tutorials/kubernetes-basics/expose/ class=md-nav__link> <span class=md-ellipsis> 公開曝露應用 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/04-tutorials/kubernetes-basics/scale/ class=md-nav__link> <span class=md-ellipsis> 縮放你的應用 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/04-tutorials/kubernetes-basics/update/ class=md-nav__link> <span class=md-ellipsis> 更新你的應用 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_5_3> <label class=md-nav__link for=__nav_2_5_3 id=__nav_2_5_3_label tabindex=0> <span class=md-ellipsis> 配置 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_5_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_5_3> <span class="md-nav__icon md-icon"></span> 配置 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/04-tutorials/configuration/configmap-secrets/ class=md-nav__link> <span class=md-ellipsis> ConfigMap 與 Secret </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_5_4> <label class=md-nav__link for=__nav_2_5_4 id=__nav_2_5_4_label tabindex=0> <span class=md-ellipsis> 存儲 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_5_4_label aria-expanded=false> <label class=md-nav__title for=__nav_2_5_4> <span class="md-nav__icon md-icon"></span> 存儲 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/04-tutorials/volume/volume-pv-pvc/ class=md-nav__link> <span class=md-ellipsis> 存儲管理 volume、PV/PVC </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_6> <label class=md-nav__link for=__nav_2_6 id=__nav_2_6_label tabindex> <span class=md-ellipsis> Reference </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_2_6_label aria-expanded=false> <label class=md-nav__title for=__nav_2_6> <span class="md-nav__icon md-icon"></span> Reference </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_6_1> <label class=md-nav__link for=__nav_2_6_1 id=__nav_2_6_1_label tabindex=0> <span class=md-ellipsis> API 概述 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_6_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_6_1> <span class="md-nav__icon md-icon"></span> API 概述 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/05-reference/using-api/working-with-k8s-api/ class=md-nav__link> <span class=md-ellipsis> 使用 K8S API </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/05-reference/using-api/kubernetes-api-structure-and-terminology/ class=md-nav__link> <span class=md-ellipsis> K8S API 基礎 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/05-reference/using-api/kubernetes-api-call-simple-http-client/ class=md-nav__link> <span class=md-ellipsis> 用 HTTP 客戶端調用 K8S API </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_6_2> <label class=md-nav__link for=__nav_2_6_2 id=__nav_2_6_2_label tabindex=0> <span class=md-ellipsis> API 存取權限控制 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_6_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_6_2> <span class="md-nav__icon md-icon"></span> API 存取權限控制 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/05-reference/access-authn-authz/rbac-intro/ class=md-nav__link> <span class=md-ellipsis> Kubernetes RBAC 介詔 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/05-reference/access-authn-authz/k8s-authorization-of-sa-with-rbac/ class=md-nav__link> <span class=md-ellipsis> 使用 RBAC 設置服務帳戶權限 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/05-reference/access-authn-authz/k8s-sa-jwt-rbac/ class=md-nav__link> <span class=md-ellipsis> ServiceAccounts、JWT-tokens、身份驗證和 RBAC 授權 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/05-reference/access-authn-authz/k82-api-call-inside-the-cluster/ class=md-nav__link> <span class=md-ellipsis> 在集群內部調用 Kubernetes API </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7> <label class=md-nav__link for=__nav_2_7 id=__nav_2_7_label tabindex> <span class=md-ellipsis> Observability </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_2_7_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7> <span class="md-nav__icon md-icon"></span> Observability </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_1> <label class=md-nav__link for=__nav_2_7_1 id=__nav_2_7_1_label tabindex=0> <span class=md-ellipsis> Day2 運營 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_7_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_1> <span class="md-nav__icon md-icon"></span> Day2 運營 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/observability/day2-ops/day2-definition/ class=md-nav__link> <span class=md-ellipsis> Day2 的定義 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/day2-ops/day2-challenges/ class=md-nav__link> <span class=md-ellipsis> Day2 的挑戰 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/day2-ops/k8s-day2-problem/ class=md-nav__link> <span class=md-ellipsis> Kubernetes Day2 運營 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_2> <label class=md-nav__link for=__nav_2_7_2 id=__nav_2_7_2_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_7_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_2> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/observability/concept/fullstack-monitoring/ class=md-nav__link> <span class=md-ellipsis> Kubernetes 可觀察性 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/concept/kubernetes-observability-for-humans/ class=md-nav__link> <span class=md-ellipsis> 監控 Kubernetes 的挑戰 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_3> <label class=md-nav__link for=__nav_2_7_3 id=__nav_2_7_3_label tabindex=0> <span class=md-ellipsis> Observability 學習指南 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_7_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_3> <span class="md-nav__icon md-icon"></span> Observability 學習指南 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/observability/concept/observability-prometheus-guide-part1/ class=md-nav__link> <span class=md-ellipsis> Part 1. 學習指南說明 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/concept/observability-prometheus-guide-part2/ class=md-nav__link> <span class=md-ellipsis> Part 2. Prometheus, Alertmanager & Grafana 架構介詔 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/concept/observability-prometheus-guide-part3/ class=md-nav__link> <span class=md-ellipsis> Part 3. Prometheus & Alertmanager 基本概念 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/concept/observability-prometheus-guide-part4/ class=md-nav__link> <span class=md-ellipsis> Part 4. PromQL 介詔 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/concept/observability-prometheus-guide-part5/ class=md-nav__link> <span class=md-ellipsis> Part 5. Alerts 最佳實踐 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/concept/observability-prometheus-guide-part6/ class=md-nav__link> <span class=md-ellipsis> Part 6. Kubernetes 中安裝設定 Prometheus 指南 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_4> <label class=md-nav__link for=__nav_2_7_4 id=__nav_2_7_4_label tabindex=0> <span class=md-ellipsis> 日誌 Logging </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_7_4_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_4> <span class="md-nav__icon md-icon"></span> 日誌 Logging </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_4_1> <label class=md-nav__link for=__nav_2_7_4_1 id=__nav_2_7_4_1_label tabindex=0> <span class=md-ellipsis> Loki </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_7_4_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_4_1> <span class="md-nav__icon md-icon"></span> Loki </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/observability/logging/loki/logging-with-loki-and-plg/ class=md-nav__link> <span class=md-ellipsis> 使用 Loki 做為 Kubernetes 的日誌聚合亓件 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/logging/loki/loki-nginx/ class=md-nav__link> <span class=md-ellipsis> 使用 Logging Operator 將 Nginx 日誌存儲在 Grafana Loki </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/logging/loki/loki-ql/ class=md-nav__link> <span class=md-ellipsis> Loki 查詢語言 LogQL </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_4_2> <label class=md-nav__link for=__nav_2_7_4_2 id=__nav_2_7_4_2_label tabindex=0> <span class=md-ellipsis> Logging Operator </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_7_4_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_4_2> <span class="md-nav__icon md-icon"></span> Logging Operator </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/observability/logging/operator/logging-operator/ class=md-nav__link> <span class=md-ellipsis> Logging Operator 日誌管理方案 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/logging/operator/logging-operator-extensions/ class=md-nav__link> <span class=md-ellipsis> Logging Operator 的擴展 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/logging/operator/rancher-logging-quickstart-01/ class=md-nav__link> <span class=md-ellipsis> Rancher 2.6 全新 Logging 快速入門 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/observability/logging/operator/rancher-logging-quickstart-02/ class=md-nav__link> <span class=md-ellipsis> Rancher 2.6 全新 Logging 快速入門(2) </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_5> <label class=md-nav__link for=__nav_2_7_5 id=__nav_2_7_5_label tabindex=0> <span class=md-ellipsis> 指標 Metrics </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_7_5_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_5> <span class="md-nav__icon md-icon"></span> 指標 Metrics </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_5_1> <label class=md-nav__link for=__nav_2_7_5_1 id=__nav_2_7_5_1_label tabindex=0> <span class=md-ellipsis> Prometheus Operator </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_7_5_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_5_1> <span class="md-nav__icon md-icon"></span> Prometheus Operator </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/observability/metrics/kube-prometheus-stack/setup-prometheus-and-grafana-on-kubernetes/ class=md-nav__link> <span class=md-ellipsis> Prometheus-operator 介绍和配置解析 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_6> <label class=md-nav__link for=__nav_2_7_6 id=__nav_2_7_6_label tabindex=0> <span class=md-ellipsis> 追踪 Traces </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_7_6_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_6> <span class="md-nav__icon md-icon"></span> 追踪 Traces </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_6_1> <label class=md-nav__link for=__nav_2_7_6_1 id=__nav_2_7_6_1_label tabindex=0> <span class=md-ellipsis> 開發語言 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_7_6_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_6_1> <span class="md-nav__icon md-icon"></span> 開發語言 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_7_6_1_1> <label class=md-nav__link for=__nav_2_7_6_1_1 id=__nav_2_7_6_1_1_label tabindex=0> <span class=md-ellipsis> Java </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_2_7_6_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_7_6_1_1> <span class="md-nav__icon md-icon"></span> Java </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/observability/tracing/java/spring-boot-opentelemetry/ class=md-nav__link> <span class=md-ellipsis> SpringBoot </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_8> <div class="md-nav__link md-nav__container"> <a href=kubernetes/package/ class="md-nav__link "> <span class=md-ellipsis> Tools </span> </a> <label class="md-nav__link " for=__nav_2_8 id=__nav_2_8_label tabindex> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_2_8_label aria-expanded=false> <label class=md-nav__title for=__nav_2_8> <span class="md-nav__icon md-icon"></span> Tools </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_8_2> <label class=md-nav__link for=__nav_2_8_2 id=__nav_2_8_2_label tabindex=0> <span class=md-ellipsis> Packaging 管理 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_8_2_label aria-expanded=false> <label class=md-nav__title for=__nav_2_8_2> <span class="md-nav__icon md-icon"></span> Packaging 管理 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_8_2_1> <label class=md-nav__link for=__nav_2_8_2_1 id=__nav_2_8_2_1_label tabindex=0> <span class=md-ellipsis> Helm </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_8_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_8_2_1> <span class="md-nav__icon md-icon"></span> Helm </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/package/helm-intro/ class=md-nav__link> <span class=md-ellipsis> Helm 入門教學 </span> </a> </li> <li class=md-nav__item> <a href=kubernetes/package/helm-app-deploy/ class=md-nav__link> <span class=md-ellipsis> K8S 應用部署之 Helm 初探 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_8_3> <label class=md-nav__link for=__nav_2_8_3 id=__nav_2_8_3_label tabindex=0> <span class=md-ellipsis> Config 管理 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_2_8_3_label aria-expanded=false> <label class=md-nav__title for=__nav_2_8_3> <span class="md-nav__icon md-icon"></span> Config 管理 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_2_8_3_1> <label class=md-nav__link for=__nav_2_8_3_1 id=__nav_2_8_3_1_label tabindex=0> <span class=md-ellipsis> Kustomize </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_2_8_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_2_8_3_1> <span class="md-nav__icon md-icon"></span> Kustomize </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubernetes/package/helm-intro/ class=md-nav__link> <span class=md-ellipsis> Kustomize 入門教學 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3> <label class=md-nav__link for=__nav_3 id=__nav_3_label tabindex> <span class=md-ellipsis> CloudNative </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3> <span class="md-nav__icon md-icon"></span> CloudNative </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1> <label class=md-nav__link for=__nav_3_1 id=__nav_3_1_label tabindex> <span class=md-ellipsis> Coding </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1> <span class="md-nav__icon md-icon"></span> Coding </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_1> <label class=md-nav__link for=__nav_3_1_1 id=__nav_3_1_1_label tabindex=0> <span class=md-ellipsis> 12 Factors </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_1> <span class="md-nav__icon md-icon"></span> 12 Factors </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=coding/12factors/architecture-12-factor-app/ class=md-nav__link> <span class=md-ellipsis> 12 要素應用實戰 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_2> <label class=md-nav__link for=__nav_3_1_2 id=__nav_3_1_2_label tabindex=0> <span class=md-ellipsis> Observability </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_2> <span class="md-nav__icon md-icon"></span> Observability </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_2_1> <label class=md-nav__link for=__nav_3_1_2_1 id=__nav_3_1_2_1_label tabindex=0> <span class=md-ellipsis> 指標 Metrics </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_1_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_2_1> <span class="md-nav__icon md-icon"></span> 指標 Metrics </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=coding/observability/metrics/metrics-app-integration/ class=md-nav__link> <span class=md-ellipsis> 可觀測性(metrics)實戰 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_2_2> <label class=md-nav__link for=__nav_3_1_2_2 id=__nav_3_1_2_2_label tabindex=0> <span class=md-ellipsis> 日誌 Logs </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_1_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_2_2> <span class="md-nav__icon md-icon"></span> 日誌 Logs </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=coding/observability/logs/structured-logging/ class=md-nav__link> <span class=md-ellipsis> Structured Logging </span> </a> </li> <li class=md-nav__item> <a href=coding/observability/logs/logging-app-integration/ class=md-nav__link> <span class=md-ellipsis> 可觀測性(logging)實戰 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_3> <label class=md-nav__link for=__nav_3_1_3 id=__nav_3_1_3_label tabindex=0> <span class=md-ellipsis> C# </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_1_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_3> <span class="md-nav__icon md-icon"></span> C# </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_3_1> <label class=md-nav__link for=__nav_3_1_3_1 id=__nav_3_1_3_1_label tabindex=0> <span class=md-ellipsis> 後端 API </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_1_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_3_1> <span class="md-nav__icon md-icon"></span> 後端 API </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=coding/dotnet/backend/base/web-api-base/ class=md-nav__link> <span class=md-ellipsis> 使用 NET Core 創建 Web API </span> </a> </li> <li class=md-nav__item> <a href=coding/dotnet/backend/metric/web-api-metric/ class=md-nav__link> <span class=md-ellipsis> 儀器化 Net Core 應用程序 </span> </a> </li> <li class=md-nav__item> <a href=coding/dotnet/backend/logging/web-api-logging/ class=md-nav__link> <span class=md-ellipsis> 結構化日誌 Net Core 應用程序 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_4> <label class=md-nav__link for=__nav_3_1_4 id=__nav_3_1_4_label tabindex=0> <span class=md-ellipsis> Java </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_1_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_4> <span class="md-nav__icon md-icon"></span> Java </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_1_4_1> <label class=md-nav__link for=__nav_3_1_4_1 id=__nav_3_1_4_1_label tabindex=0> <span class=md-ellipsis> 後端 API </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_1_4_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_1_4_1> <span class="md-nav__icon md-icon"></span> 後端 API </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=coding/java/backend/base/web-api-base/ class=md-nav__link> <span class=md-ellipsis> 使用 Springboot 創建 Web API </span> </a> </li> <li class=md-nav__item> <a href=coding/java/backend/metric/web-api-metric/ class=md-nav__link> <span class=md-ellipsis> 儀器化 Springboot 應用程序 </span> </a> </li> <li class=md-nav__item> <a href=coding/java/backend/logging/web-api-logging/ class=md-nav__link> <span class=md-ellipsis> 結構化日誌 Sprintboot 應用程序 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2> <label class=md-nav__link for=__nav_3_2 id=__nav_3_2_label tabindex> <span class=md-ellipsis> SRE </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2> <span class="md-nav__icon md-icon"></span> SRE </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_1> <label class=md-nav__link for=__nav_3_2_1 id=__nav_3_2_1_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_1> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=sre/concepts/slo-alerts/slo-alert/ class=md-nav__link> <span class=md-ellipsis> 基於 SLO 告警 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2> <label class=md-nav__link for=__nav_3_2_2 id=__nav_3_2_2_label tabindex=0> <span class=md-ellipsis> 工具 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2> <span class="md-nav__icon md-icon"></span> 工具 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2_1> <label class=md-nav__link for=__nav_3_2_2_1 id=__nav_3_2_2_1_label tabindex=0> <span class=md-ellipsis> Sloth </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_2_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2_1> <span class="md-nav__icon md-icon"></span> Sloth </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2_1_1> <label class=md-nav__link for=__nav_3_2_2_1_1 id=__nav_3_2_2_1_1_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_3_2_2_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2_1_1> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=sre/tools/sloth/what-is-sloth/ class=md-nav__link> <span class=md-ellipsis> Sloth 是什麼？ </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2_1_2> <label class=md-nav__link for=__nav_3_2_2_1_2 id=__nav_3_2_2_1_2_label tabindex=0> <span class=md-ellipsis> 安裝 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_3_2_2_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2_1_2> <span class="md-nav__icon md-icon"></span> 安裝 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=sre/tools/sloth/setup/helm-install/ class=md-nav__link> <span class=md-ellipsis> Helm 安裝與功能驗證 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2_2> <label class=md-nav__link for=__nav_3_2_2_2 id=__nav_3_2_2_2_label tabindex=0> <span class=md-ellipsis> Pyrra </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2_2> <span class="md-nav__icon md-icon"></span> Pyrra </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2_2_1> <label class=md-nav__link for=__nav_3_2_2_2_1 id=__nav_3_2_2_2_1_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_3_2_2_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2_2_1> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=sre/tools/pyrra/what-is-pyrra/ class=md-nav__link> <span class=md-ellipsis> Pyrra 是什麼？ </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2_2_2> <label class=md-nav__link for=__nav_3_2_2_2_2 id=__nav_3_2_2_2_2_label tabindex=0> <span class=md-ellipsis> 安裝 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_3_2_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2_2_2> <span class="md-nav__icon md-icon"></span> 安裝 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=sre/tools/pyrra/setup/helm-install/ class=md-nav__link> <span class=md-ellipsis> Helm 安裝與功能驗證 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_2_2_2_3> <label class=md-nav__link for=__nav_3_2_2_2_3 id=__nav_3_2_2_2_3_label tabindex=0> <span class=md-ellipsis> SLO 範例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_3_2_2_2_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_2_2_2_3> <span class="md-nav__icon md-icon"></span> SLO 範例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=sre/tools/pyrra/setup/pyrra-prometheus-slo/ class=md-nav__link> <span class=md-ellipsis> Prometheus </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3> <label class=md-nav__link for=__nav_3_3 id=__nav_3_3_label tabindex> <span class=md-ellipsis> Prometheus </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3> <span class="md-nav__icon md-icon"></span> Prometheus </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_1> <label class=md-nav__link for=__nav_3_3_1 id=__nav_3_3_1_label tabindex=0> <span class=md-ellipsis> 基礎 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_1> <span class="md-nav__icon md-icon"></span> 基礎 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/prometheus/overview/ class=md-nav__link> <span class=md-ellipsis> Prometheus 簡介 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/prometheus/install/ class=md-nav__link> <span class=md-ellipsis> Prometheus 安裝配置 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_2> <label class=md-nav__link for=__nav_3_3_2 id=__nav_3_3_2_label tabindex=0> <span class=md-ellipsis> Node Exporter </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_2> <span class="md-nav__icon md-icon"></span> Node Exporter </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/node-exporter/overview/ class=md-nav__link> <span class=md-ellipsis> Exporter 簡介 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/node-exporter/install/ class=md-nav__link> <span class=md-ellipsis> 安裝配置 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/node-exporter/metrics/ class=md-nav__link> <span class=md-ellipsis> 常用監控指標 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_3> <label class=md-nav__link for=__nav_3_3_3 id=__nav_3_3_3_label tabindex=0> <span class=md-ellipsis> PromQL </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_3> <span class="md-nav__icon md-icon"></span> PromQL </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_3_1> <label class=md-nav__link for=__nav_3_3_3_1 id=__nav_3_3_3_1_label tabindex=0> <span class=md-ellipsis> 基礎 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_3_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_3_1> <span class="md-nav__icon md-icon"></span> 基礎 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/promql/intro/ class=md-nav__link> <span class=md-ellipsis> PromQL 簡介 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/data-model/ class=md-nav__link> <span class=md-ellipsis> 數據模型 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/metric-type/ class=md-nav__link> <span class=md-ellipsis> 指標類型 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/demo-service/ class=md-nav__link> <span class=md-ellipsis> 演示服務 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_3_2> <label class=md-nav__link for=__nav_3_3_3_2 id=__nav_3_3_3_2_label tabindex=0> <span class=md-ellipsis> 查詢 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_3_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_3_2> <span class="md-nav__icon md-icon"></span> 查詢 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/promql/theory/ class=md-nav__link> <span class=md-ellipsis> 查詢基礎 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/select-series/ class=md-nav__link> <span class=md-ellipsis> 選擇時間序列 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/rates/ class=md-nav__link> <span class=md-ellipsis> 變化率 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/aggregate/ class=md-nav__link> <span class=md-ellipsis> 聚合 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/operate/ class=md-nav__link> <span class=md-ellipsis> 運算 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/threshold/ class=md-nav__link> <span class=md-ellipsis> 閾值 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/set/ class=md-nav__link> <span class=md-ellipsis> 集合操作 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/sort/ class=md-nav__link> <span class=md-ellipsis> 排序 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/histograms/ class=md-nav__link> <span class=md-ellipsis> 直方圖 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/compare/ class=md-nav__link> <span class=md-ellipsis> 數據對比 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/check/ class=md-nav__link> <span class=md-ellipsis> 檢測 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_3_3> <label class=md-nav__link for=__nav_3_3_3_3 id=__nav_3_3_3_3_label tabindex=0> <span class=md-ellipsis> 補充 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_3_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_3_3> <span class="md-nav__icon md-icon"></span> 補充 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/promql/range-query-step/ class=md-nav__link> <span class=md-ellipsis> Range query 的 step 參數說明 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/metric-histogram/ class=md-nav__link> <span class=md-ellipsis> 搞懂 Prometheus 的直方圖 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/promql/metric-histogram-summary/ class=md-nav__link> <span class=md-ellipsis> 簡單理解 Summary 和 Histogram 指標 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_4> <label class=md-nav__link for=__nav_3_3_4 id=__nav_3_3_4_label tabindex=0> <span class=md-ellipsis> Alertmanager </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_4> <span class="md-nav__icon md-icon"></span> Alertmanager </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/alertmanager/deploy/ class=md-nav__link> <span class=md-ellipsis> Alertmanager 安裝 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/alertmanager/rules/ class=md-nav__link> <span class=md-ellipsis> 報警規則 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/alertmanager/receiver/ class=md-nav__link> <span class=md-ellipsis> 報警接收器 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/alertmanager/filter/ class=md-nav__link> <span class=md-ellipsis> 報警過濾 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_4_5> <label class=md-nav__link for=__nav_3_3_4_5 id=__nav_3_3_4_5_label tabindex=0> <span class=md-ellipsis> 補充 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_3_4_5_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_4_5> <span class="md-nav__icon md-icon"></span> 補充 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/alertmanager/prometheus-alert-why/ class=md-nav__link> <span class=md-ellipsis> Promtheus 到底啥時候報警? </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_5> <label class=md-nav__link for=__nav_3_3_5 id=__nav_3_3_5_label tabindex=0> <span class=md-ellipsis> Grafana </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_5_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_5> <span class="md-nav__icon md-icon"></span> Grafana </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/grafana/overview/ class=md-nav__link> <span class=md-ellipsis> Grafana 簡介 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_5_2> <label class=md-nav__link for=__nav_3_3_5_2 id=__nav_3_3_5_2_label tabindex=0> <span class=md-ellipsis> 視覺化面板 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_3_5_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_5_2> <span class="md-nav__icon md-icon"></span> 視覺化面板 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/grafana/panel/ class=md-nav__link> <span class=md-ellipsis> 面板介詔 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/grafana/graph/ class=md-nav__link> <span class=md-ellipsis> 圖形面板 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/grafana/graph-custom/ class=md-nav__link> <span class=md-ellipsis> 圖形定制 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/grafana/table/ class=md-nav__link> <span class=md-ellipsis> 表格面板 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/grafana/gauge/ class=md-nav__link> <span class=md-ellipsis> 儀錶盤面板 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/grafana/stat/ class=md-nav__link> <span class=md-ellipsis> 統計面板 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/grafana/text/ class=md-nav__link> <span class=md-ellipsis> 文本面板 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_6> <label class=md-nav__link for=__nav_3_3_6 id=__nav_3_3_6_label tabindex=0> <span class=md-ellipsis> Prometheus Operator </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_6_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_6> <span class="md-nav__icon md-icon"></span> Prometheus Operator </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/operator/install/ class=md-nav__link> <span class=md-ellipsis> Prometheus Operator 簡介 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/operator/custom/ class=md-nav__link> <span class=md-ellipsis> 自定義監控報警 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/operator/consistent-dashboard-gitops-way/ class=md-nav__link> <span class=md-ellipsis> Dashboard 的 GitOps 方式 </span> </a> </li> <li class=md-nav__item> <a href=prometheus/operator/dashboard-using-configmap/ class=md-nav__link> <span class=md-ellipsis> 使用 ConfigMap 管理 Grafana 儀表板 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_7> <label class=md-nav__link for=__nav_3_3_7 id=__nav_3_3_7_label tabindex=0> <span class=md-ellipsis> Operation Runbook </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_7_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_7> <span class="md-nav__icon md-icon"></span> Operation Runbook </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/runbook/operations-runbook/ class=md-nav__link> <span class=md-ellipsis> Operation Runbook 簡介 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_3_8> <label class=md-nav__link for=__nav_3_3_8 id=__nav_3_3_8_label tabindex=0> <span class=md-ellipsis> PostgresExporter </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_3_8_label aria-expanded=false> <label class=md-nav__title for=__nav_3_3_8> <span class="md-nav__icon md-icon"></span> PostgresExporter </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=prometheus/postgres-exporter/postgres-exporter-integration/ class=md-nav__link> <span class=md-ellipsis> 使用 Prometheus 監控 PostgreSQL </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4> <label class=md-nav__link for=__nav_3_4 id=__nav_3_4_label tabindex> <span class=md-ellipsis> OpenTelemetry </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4> <span class="md-nav__icon md-icon"></span> OpenTelemetry </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4_1> <div class="md-nav__link md-nav__container"> <a href=opentelemetry/instrumentation/ class="md-nav__link "> <span class=md-ellipsis> Instrumentation </span> </a> <label class="md-nav__link " for=__nav_3_4_1 id=__nav_3_4_1_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_4_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4_1> <span class="md-nav__icon md-icon"></span> Instrumentation </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=opentelemetry/distributed-tracing/ class=md-nav__link> <span class=md-ellipsis> 分佈式追踪概念 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4_1_3> <div class="md-nav__link md-nav__container"> <a href=opentelemetry/instrumentation/java/ class="md-nav__link "> <span class=md-ellipsis> Java </span> </a> <label class="md-nav__link " for=__nav_3_4_1_3 id=__nav_3_4_1_3_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_4_1_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4_1_3> <span class="md-nav__icon md-icon"></span> Java </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4_1_3_2> <div class="md-nav__link md-nav__container"> <a href=opentelemetry/instrumentation/java/automatic/ class="md-nav__link "> <span class=md-ellipsis> Automatic </span> </a> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_3_4_1_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4_1_3_2> <span class="md-nav__icon md-icon"></span> Automatic </label> <ul class=md-nav__list data-md-scrollfix> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4_1_4> <label class=md-nav__link for=__nav_3_4_1_4 id=__nav_3_4_1_4_label tabindex=0> <span class=md-ellipsis> Python </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_4_1_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4_1_4> <span class="md-nav__icon md-icon"></span> Python </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=opentelemetry/instrumentation/python/tracing/ class=md-nav__link> <span class=md-ellipsis> Tracing API </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4_2> <div class="md-nav__link md-nav__container"> <a href=opentelemetry/collector/ class="md-nav__link "> <span class=md-ellipsis> Collector </span> </a> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_4_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4_2> <span class="md-nav__icon md-icon"></span> Collector </label> <ul class=md-nav__list data-md-scrollfix> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4_3> <div class="md-nav__link md-nav__container"> <a href=opentelemetry/k8s-operator/ class="md-nav__link "> <span class=md-ellipsis> K8s Operator </span> </a> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_4_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4_3> <span class="md-nav__icon md-icon"></span> K8s Operator </label> <ul class=md-nav__list data-md-scrollfix> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_4_4> <label class=md-nav__link for=__nav_3_4_4 id=__nav_3_4_4_label tabindex=0> <span class=md-ellipsis> 範例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_4_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_4_4> <span class="md-nav__icon md-icon"></span> 範例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=opentelemetry/sample/java/springboot-otel-agent/ class=md-nav__link> <span class=md-ellipsis> 如何使用 OTEL agent 捕獲 Spring Boot 指標 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_5> <label class=md-nav__link for=__nav_3_5 id=__nav_3_5_label tabindex> <span class=md-ellipsis> Grafana </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_5_label aria-expanded=false> <label class=md-nav__title for=__nav_3_5> <span class="md-nav__icon md-icon"></span> Grafana </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_5_1> <label class=md-nav__link for=__nav_3_5_1 id=__nav_3_5_1_label tabindex=0> <span class=md-ellipsis> Tempo </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_5_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_5_1> <span class="md-nav__icon md-icon"></span> Tempo </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_5_1_1> <label class=md-nav__link for=__nav_3_5_1_1 id=__nav_3_5_1_1_label tabindex=0> <span class=md-ellipsis> 示例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_5_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_5_1_1> <span class="md-nav__icon md-icon"></span> 示例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=grafana/tempo/hotrod/ class=md-nav__link> <span class=md-ellipsis> Hot ROD 應用 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_5_2> <label class=md-nav__link for=__nav_3_5_2 id=__nav_3_5_2_label tabindex=0> <span class=md-ellipsis> Tempo(v2) </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_5_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_5_2> <span class="md-nav__icon md-icon"></span> Tempo(v2) </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_5_2_1> <label class=md-nav__link for=__nav_3_5_2_1 id=__nav_3_5_2_1_label tabindex=0> <span class=md-ellipsis> 示例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_5_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_5_2_1> <span class="md-nav__icon md-icon"></span> 示例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=grafana/tempo/hotrod2/ class=md-nav__link> <span class=md-ellipsis> Hot ROD 應用 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6> <label class=md-nav__link for=__nav_3_6 id=__nav_3_6_label tabindex> <span class=md-ellipsis> ArgoCD </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_6_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6> <span class="md-nav__icon md-icon"></span> ArgoCD </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_1> <label class=md-nav__link for=__nav_3_6_1 id=__nav_3_6_1_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_6_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_1> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=argocd/concepts/what-is-argocd/ class=md-nav__link> <span class=md-ellipsis> Argo CD 是什麼？ </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_2> <label class=md-nav__link for=__nav_3_6_2 id=__nav_3_6_2_label tabindex=0> <span class=md-ellipsis> 入門 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_6_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_2> <span class="md-nav__icon md-icon"></span> 入門 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=argocd/setup/getting_started/ class=md-nav__link> <span class=md-ellipsis> Getting Started </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_2_2> <div class="md-nav__link md-nav__container"> <a href=argocd/tutorial/ class="md-nav__link "> <span class=md-ellipsis> 手把手教程 </span> </a> <label class="md-nav__link " for=__nav_3_6_2_2 id=__nav_3_6_2_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_6_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_2_2> <span class="md-nav__icon md-icon"></span> 手把手教程 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=argocd/tutorial/01-setup/ class=md-nav__link> <span class=md-ellipsis> ArgoCD 安裝設定 </span> </a> </li> <li class=md-nav__item> <a href=argocd/tutorial/02-getting_started/ class=md-nav__link> <span class=md-ellipsis> ArgoCD 入門 </span> </a> </li> <li class=md-nav__item> <a href=argocd/tutorial/03-kustomize/ class=md-nav__link> <span class=md-ellipsis> Kustomize </span> </a> </li> <li class=md-nav__item> <a href=argocd/tutorial/04-syncwaves-hooks/ class=md-nav__link> <span class=md-ellipsis> SyncWaves 與 Hooks </span> </a> </li> <li class=md-nav__item> <a href=argocd/tutorial/argo-cd-applicationset-controller/ class=md-nav__link> <span class=md-ellipsis> ApplicationSet 控制器 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_3> <label class=md-nav__link for=__nav_3_6_3 id=__nav_3_6_3_label tabindex=0> <span class=md-ellipsis> 維運 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_6_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_3> <span class="md-nav__icon md-icon"></span> 維運 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_3_1> <div class="md-nav__link md-nav__container"> <a href=argocd/operation-manual/metrics/ class="md-nav__link "> <span class=md-ellipsis> 指標 Metrics </span> </a> <label class="md-nav__link " for=__nav_3_6_3_1 id=__nav_3_6_3_1_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_6_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_3_1> <span class="md-nav__icon md-icon"></span> 指標 Metrics </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=argocd/operation-manual/metrics/metrics-argocd-integration/ class=md-nav__link> <span class=md-ellipsis> 可觀測性(metrics)實戰 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_4> <label class=md-nav__link for=__nav_3_6_4 id=__nav_3_6_4_label tabindex=0> <span class=md-ellipsis> ArgoCD 插件 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_6_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_4> <span class="md-nav__icon md-icon"></span> ArgoCD 插件 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=argocd/argocd-vault-plugin/secret-management-argocd-vault/ class=md-nav__link> <span class=md-ellipsis> 使用 Argo CD Vault 插件進行 Secret 管理 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_5> <label class=md-nav__link for=__nav_3_6_5 id=__nav_3_6_5_label tabindex=0> <span class=md-ellipsis> ApplicationSet Controller </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_6_5_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_5> <span class="md-nav__icon md-icon"></span> ApplicationSet Controller </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=argocd/applicationset/intro/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class=md-nav__item> <a href=argocd/applicationset/use-cases/ class=md-nav__link> <span class=md-ellipsis> 用例 </span> </a> </li> <li class=md-nav__item> <a href=argocd/applicationset/argo-cd-integration/ class=md-nav__link> <span class=md-ellipsis> ApplicationSet 控制器與 Argo CD 整合 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_6_5_4> <div class="md-nav__link md-nav__container"> <a href=argocd/applicationset/generators/ class="md-nav__link "> <span class=md-ellipsis> Generator 生成器 </span> </a> <label class="md-nav__link " for=__nav_3_6_5_4 id=__nav_3_6_5_4_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_6_5_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_6_5_4> <span class="md-nav__icon md-icon"></span> Generator 生成器 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=argocd/applicationset/generators/generators-list/ class=md-nav__link> <span class=md-ellipsis> List Generator </span> </a> </li> <li class=md-nav__item> <a href=argocd/applicationset/generators/generators-cluster/ class=md-nav__link> <span class=md-ellipsis> Cluster Generator </span> </a> </li> <li class=md-nav__item> <a href=argocd/applicationset/generators/generators-git/ class=md-nav__link> <span class=md-ellipsis> Git Generator </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=argocd/applicationset/template/ class=md-nav__link> <span class=md-ellipsis> 範本 fields </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_7> <div class="md-nav__link md-nav__container"> <a href=istio/ class="md-nav__link "> <span class=md-ellipsis> Istio </span> </a> <label class="md-nav__link " for=__nav_3_7 id=__nav_3_7_label tabindex> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_7_label aria-expanded=false> <label class=md-nav__title for=__nav_3_7> <span class="md-nav__icon md-icon"></span> Istio </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_7_1> <label class=md-nav__link for=__nav_3_7_1 id=__nav_3_7_1_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_7_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_7_1> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=istio/concepts/what-is-istio/ class=md-nav__link> <span class=md-ellipsis> Istio 是什麼？ </span> </a> </li> <li class=md-nav__item> <a href=istio/concepts/traffic-management/ class=md-nav__link> <span class=md-ellipsis> 流量管理 </span> </a> </li> <li class=md-nav__item> <a href=istio/concepts/observability/ class=md-nav__link> <span class=md-ellipsis> 可觀測性 </span> </a> </li> <li class=md-nav__item> <a href=istio/concepts/security/ class=md-nav__link> <span class=md-ellipsis> 安全 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_7_3> <label class=md-nav__link for=__nav_3_7_3 id=__nav_3_7_3_label tabindex=0> <span class=md-ellipsis> 安裝 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_7_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_7_3> <span class="md-nav__icon md-icon"></span> 安裝 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=istio/setup/install/helm/helm-install/ class=md-nav__link> <span class=md-ellipsis> 使用 Helm 安裝 </span> </a> </li> <li class=md-nav__item> <a href=istio/setup/install/helm/helm-install2/ class=md-nav__link> <span class=md-ellipsis> Istio+OTel+Tempo 大全配 </span> </a> </li> <li class=md-nav__item> <a href=istio/setup/install/helm/rke2-istio/ class=md-nav__link> <span class=md-ellipsis> Istio+OTel+Tempo 大全配 (RKE2) </span> </a> </li> <li class=md-nav__item> <a href=istio/setup/install/helm/rke2-istio2/ class=md-nav__link> <span class=md-ellipsis> Istio+OTel+Tempo 大全配 (CCoE) </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_7_3_5> <label class=md-nav__link for=__nav_3_7_3_5 id=__nav_3_7_3_5_label tabindex=0> <span class=md-ellipsis> 更多指南 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_7_3_5_label aria-expanded=false> <label class=md-nav__title for=__nav_3_7_3_5> <span class="md-nav__icon md-icon"></span> 更多指南 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=istio/setup/additional-setup/config-profiles/ class=md-nav__link> <span class=md-ellipsis> 安裝配置文件 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_7_4> <label class=md-nav__link for=__nav_3_7_4 id=__nav_3_7_4_label tabindex=0> <span class=md-ellipsis> 示例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_7_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_7_4> <span class="md-nav__icon md-icon"></span> 示例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=istio/examples/bookinfo/ class=md-nav__link> <span class=md-ellipsis> Bookinfo 應用 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_7_5> <label class=md-nav__link for=__nav_3_7_5 id=__nav_3_7_5_label tabindex=0> <span class=md-ellipsis> 參考 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_7_5_label aria-expanded=false> <label class=md-nav__title for=__nav_3_7_5> <span class="md-nav__icon md-icon"></span> 參考 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=istio/reference/deployment-strategies/ class=md-nav__link> <span class=md-ellipsis> 應用程序部署策略 </span> </a> </li> <li class=md-nav__item> <a href=istio/reference/istio-ingress-vs-k8s-ingress/ class=md-nav__link> <span class=md-ellipsis> Istio Ingress 與 K8S Ingress </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_8> <label class=md-nav__link for=__nav_3_8 id=__nav_3_8_label tabindex> <span class=md-ellipsis> Dex </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_8_label aria-expanded=false> <label class=md-nav__title for=__nav_3_8> <span class="md-nav__icon md-icon"></span> Dex </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_8_1> <label class=md-nav__link for=__nav_3_8_1 id=__nav_3_8_1_label tabindex=0> <span class=md-ellipsis> 概述 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_8_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_8_1> <span class="md-nav__icon md-icon"></span> 概述 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=dex/overview/getting-started/ class=md-nav__link> <span class=md-ellipsis> 入門 </span> </a> </li> <li class=md-nav__item> <a href=dex/overview/id-tokens/ class=md-nav__link> <span class=md-ellipsis> ID 令牌 </span> </a> </li> <li class=md-nav__item> <a href=dex/overview/using-dex/ class=md-nav__link> <span class=md-ellipsis> 編寫使用 Dex 的應用程序 </span> </a> </li> <li class=md-nav__item> <a href=dex/overview/openid-connect/ class=md-nav__link> <span class=md-ellipsis> OpenID Connect 概述 </span> </a> </li> <li class=md-nav__item> <a href=dex/overview/v2/ class=md-nav__link> <span class=md-ellipsis> v2 中的新功能 </span> </a> </li> <li class=md-nav__item> <a href=dex/overview/custom-scopes-claims-clients/ class=md-nav__link> <span class=md-ellipsis> Scopes,Claims與Client功能 </span> </a> </li> <li class=md-nav__item> <a href=dex/overview/storage/ class=md-nav__link> <span class=md-ellipsis> 存儲選項 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_8_2> <div class="md-nav__link md-nav__container"> <a href=dex/connectors/ class="md-nav__link "> <span class=md-ellipsis> Connectors </span> </a> <label class="md-nav__link " for=__nav_3_8_2 id=__nav_3_8_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_8_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_8_2> <span class="md-nav__icon md-icon"></span> Connectors </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=dex/connectors/oidc/ class=md-nav__link> <span class=md-ellipsis> OpenID Connect </span> </a> </li> <li class=md-nav__item> <a href=dex/connectors/oauth/ class=md-nav__link> <span class=md-ellipsis> OAuth 2.0 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_8_2_4> <label class=md-nav__link for=__nav_3_8_2_4 id=__nav_3_8_2_4_label tabindex=0> <span class=md-ellipsis> 範例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_8_2_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_8_2_4> <span class="md-nav__icon md-icon"></span> 範例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=dex/connectors/tutorials/oidc/ class=md-nav__link> <span class=md-ellipsis> OpenID Connect </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_9> <label class=md-nav__link for=__nav_3_9 id=__nav_3_9_label tabindex> <span class=md-ellipsis> Minio </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_9_label aria-expanded=false> <label class=md-nav__title for=__nav_3_9> <span class="md-nav__icon md-icon"></span> Minio </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_9_1> <label class=md-nav__link for=__nav_3_9_1 id=__nav_3_9_1_label tabindex=0> <span class=md-ellipsis> Administration </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_9_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_9_1> <span class="md-nav__icon md-icon"></span> Administration </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_9_1_1> <div class="md-nav__link md-nav__container"> <a href=minio/administration/minio-console/ class="md-nav__link "> <span class=md-ellipsis> Minio Console </span> </a> <label class="md-nav__link " for=__nav_3_9_1_1 id=__nav_3_9_1_1_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_9_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_9_1_1> <span class="md-nav__icon md-icon"></span> Minio Console </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=minio/administration/minio-console/security-and-access/ class=md-nav__link> <span class=md-ellipsis> 安全和訪問 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_9_1_2> <label class=md-nav__link for=__nav_3_9_1_2 id=__nav_3_9_1_2_label tabindex=0> <span class=md-ellipsis> 身份和訪問管理 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_9_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_9_1_2> <span class="md-nav__icon md-icon"></span> 身份和訪問管理 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=minio/administration/identity-access-management/policy-based-access-control/ class=md-nav__link> <span class=md-ellipsis> 訪問管理 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_9_2> <label class=md-nav__link for=__nav_3_9_2 id=__nav_3_9_2_label tabindex=0> <span class=md-ellipsis> 教學範例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_9_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_9_2> <span class="md-nav__icon md-icon"></span> 教學範例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=minio/tutorials/minio-intro/ class=md-nav__link> <span class=md-ellipsis> Minio 簡介 </span> </a> </li> <li class=md-nav__item> <a href=minio/tutorials/minio-bucket-policy/ class=md-nav__link> <span class=md-ellipsis> Minio Bucket Policy 教程 </span> </a> </li> <li class=md-nav__item> <a href=minio/tutorials/minio-policy-usage/ class=md-nav__link> <span class=md-ellipsis> Minio policy 使用 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10> <label class=md-nav__link for=__nav_3_10 id=__nav_3_10_label tabindex> <span class=md-ellipsis> Vault </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_10_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10> <span class="md-nav__icon md-icon"></span> Vault </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10_1> <label class=md-nav__link for=__nav_3_10_1 id=__nav_3_10_1_label tabindex=0> <span class=md-ellipsis> Docs </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_10_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10_1> <span class="md-nav__icon md-icon"></span> Docs </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10_1_1> <label class=md-nav__link for=__nav_3_10_1_1 id=__nav_3_10_1_1_label tabindex=0> <span class=md-ellipsis> Auth Methods </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_10_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10_1_1> <span class="md-nav__icon md-icon"></span> Auth Methods </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=vault/docs/auth/overview/ class=md-nav__link> <span class=md-ellipsis> Overview </span> </a> </li> <li class=md-nav__item> <a href=vault/docs/auth/kubernetes/ class=md-nav__link> <span class=md-ellipsis> Kubernetes </span> </a> </li> <li class=md-nav__item> <a href=vault/docs/auth/userpass/ class=md-nav__link> <span class=md-ellipsis> Username & Password </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10_1_2> <label class=md-nav__link for=__nav_3_10_1_2 id=__nav_3_10_1_2_label tabindex=0> <span class=md-ellipsis> Platform </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_10_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10_1_2> <span class="md-nav__icon md-icon"></span> Platform </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10_1_2_1> <div class="md-nav__link md-nav__container"> <a href=vault/docs/platform/ class="md-nav__link "> <span class=md-ellipsis> Kubernetes </span> </a> <label class="md-nav__link " for=__nav_3_10_1_2_1 id=__nav_3_10_1_2_1_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_3_10_1_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10_1_2_1> <span class="md-nav__icon md-icon"></span> Kubernetes </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10_1_2_1_2> <div class="md-nav__link md-nav__container"> <a href=vault/docs/platform/helm/ class="md-nav__link "> <span class=md-ellipsis> Helm </span> </a> </div> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_3_10_1_2_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10_1_2_1_2> <span class="md-nav__icon md-icon"></span> Helm </label> <ul class=md-nav__list data-md-scrollfix> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10_2> <label class=md-nav__link for=__nav_3_10_2 id=__nav_3_10_2_label tabindex=0> <span class=md-ellipsis> Tutorials </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_10_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10_2> <span class="md-nav__icon md-icon"></span> Tutorials </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_10_2_1> <label class=md-nav__link for=__nav_3_10_2_1 id=__nav_3_10_2_1_label tabindex=0> <span class=md-ellipsis> Kubernetes </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_3_10_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_10_2_1> <span class="md-nav__icon md-icon"></span> Kubernetes </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=vault/kubernetes/kubernetes-sidecar/ class=md-nav__link> <span class=md-ellipsis> 通過 Vault Agent 容器將 Secret 注入 Kubernetes Pod </span> </a> </li> <li class=md-nav__item> <a href=vault/kubernetes/kubernetes-secret-store-driver/ class=md-nav__link> <span class=md-ellipsis> 通過容器存儲接口 (CSI) 掛載 Vault Secret </span> </a> </li> <li class=md-nav__item> <a href=vault/kubernetes/agent-kubernetes/ class=md-nav__link> <span class=md-ellipsis> Vault Agent 與 Kubernetes </span> </a> </li> <li class=md-nav__item> <a href=vault/kubernetes/kubernetes-external-vault/ class=md-nav__link> <span class=md-ellipsis> Kubernetes 與外部 Vault 整合 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_11> <label class=md-nav__link for=__nav_3_11 id=__nav_3_11_label tabindex> <span class=md-ellipsis> Ansible </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_11_label aria-expanded=false> <label class=md-nav__title for=__nav_3_11> <span class="md-nav__icon md-icon"></span> Ansible </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_11_1> <label class=md-nav__link for=__nav_3_11_1 id=__nav_3_11_1_label tabindex=0> <span class=md-ellipsis> 快速入門 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_11_1_label aria-expanded=false> <label class=md-nav__title for=__nav_3_11_1> <span class="md-nav__icon md-icon"></span> 快速入門 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=ansible/vagrant-intro/ class=md-nav__link> <span class=md-ellipsis> Vagrant 快速入門 </span> </a> </li> <li class=md-nav__item> <a href=ansible/ansible-intro/ class=md-nav__link> <span class=md-ellipsis> Ansible 快速入門 </span> </a> </li> <li class=md-nav__item> <a href=ansible/use_sshpass_to_login_for_ansible/ class=md-nav__link> <span class=md-ellipsis> Ansible 使用基於 SSH 密碼登入 </span> </a> </li> <li class=md-nav__item> <a href=ansible/ansible-cheatsheet/ class=md-nav__link> <span class=md-ellipsis> Ansible 使用指南 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_11_2> <label class=md-nav__link for=__nav_3_11_2 id=__nav_3_11_2_label tabindex=0> <span class=md-ellipsis> Ansible Playbook 撰寫 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_11_2_label aria-expanded=false> <label class=md-nav__title for=__nav_3_11_2> <span class="md-nav__icon md-icon"></span> Ansible Playbook 撰寫 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=ansible/tutorial_playbook/creating-and-running-your-first-ansible-playbook/ class=md-nav__link> <span class=md-ellipsis> 如何創建與運行 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-define-tasks-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何定義任務 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-use-variables-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何使用變量 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-access-system-information-facts-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何訪問系統信息 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-use-conditionals-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何使用條件 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-use-loops-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何使用循環 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/understanding-privilege-escalation-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 了解權限提升 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-install-and-manage-system-packages-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何安裝和管理系統包 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-create-and-use-templates-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何創建和使用模板 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-define-and-use-handlers-in-ansible-playbooks/ class=md-nav__link> <span class=md-ellipsis> 如何定義和使用處理程序 </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_playbook/how-to-deploy-a-static-html-website-with-ansible-on-ubuntu-20-04-nginx/ class=md-nav__link> <span class=md-ellipsis> 如何使用Nginx部署靜態HTML網站 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_11_3> <label class=md-nav__link for=__nav_3_11_3 id=__nav_3_11_3_label tabindex=0> <span class=md-ellipsis> Ansible AWX 教學 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_11_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3_11_3> <span class="md-nav__icon md-icon"></span> Ansible AWX 教學 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=ansible/tutorial_awx/how-to-install-ansible-awx/ class=md-nav__link> <span class=md-ellipsis> 如何在 Ubuntu 20.04 上安裝 Ansible AWX </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial_awx/ansible-awx-guide-basic-usage-and-configuration/ class=md-nav__link> <span class=md-ellipsis> Ansible AWX 基本使用和配置 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_11_4> <label class=md-nav__link for=__nav_3_11_4 id=__nav_3_11_4_label tabindex=0> <span class=md-ellipsis> 教學 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_3_11_4_label aria-expanded=false> <label class=md-nav__title for=__nav_3_11_4> <span class="md-nav__icon md-icon"></span> 教學 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=ansible/tutorial/ubuntu-insall-docker/ class=md-nav__link> <span class=md-ellipsis> 如何在 Ubuntu 20.04 上安裝 Docker </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial/ansible-install-docker/ class=md-nav__link> <span class=md-ellipsis> 如何使用 Ansible 在 Ubuntu 20.04 上安裝和設置 Docker </span> </a> </li> <li class=md-nav__item> <a href=ansible/tutorial/how-to-install-and-configure-ansible-on-ubuntu-22-04/ class=md-nav__link> <span class=md-ellipsis> 如何在 Ubuntu 22.04 上安裝和配置 Ansible </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4> <label class=md-nav__link for=__nav_4 id=__nav_4_label tabindex> <span class=md-ellipsis> MLOps </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4> <span class="md-nav__icon md-icon"></span> MLOps </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_1> <label class=md-nav__link for=__nav_4_1 id=__nav_4_1_label tabindex> <span class=md-ellipsis> Getting started </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_4_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_1> <span class="md-nav__icon md-icon"></span> Getting started </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_1_1> <label class=md-nav__link for=__nav_4_1_1 id=__nav_4_1_1_label tabindex=0> <span class=md-ellipsis> 學習環境 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_4_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_1_1> <span class="md-nav__icon md-icon"></span> 學習環境 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_1_1_1> <label class=md-nav__link for=__nav_4_1_1_1 id=__nav_4_1_1_1_label tabindex=0> <span class=md-ellipsis> Kubeadm </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_1_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_1_1_1> <span class="md-nav__icon md-icon"></span> Kubeadm </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=mlops/01-getting-started/learning-env/kubeadm/k8s-kubeadm-containerd-gpu/ class=md-nav__link> <span class=md-ellipsis> 支援 Nvidia GPU </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_1_1_2> <label class=md-nav__link for=__nav_4_1_1_2 id=__nav_4_1_1_2_label tabindex=0> <span class=md-ellipsis> Rancher RKE2/K3S </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_1_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_1_1_2> <span class="md-nav__icon md-icon"></span> Rancher RKE2/K3S </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=mlops/01-getting-started/learning-env/rancher/k8s-rke2-containerd-gpu/ class=md-nav__link> <span class=md-ellipsis> 支援 Nvidia GPU </span> </a> </li> <li class=md-nav__item> <a href=mlops/01-getting-started/learning-env/rancher/rke2-gpu-manual-install/ class=md-nav__link> <span class=md-ellipsis> 分析 Nvidia GPU Operator </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_1_2> <label class=md-nav__link for=__nav_4_1_2 id=__nav_4_1_2_label tabindex=0> <span class=md-ellipsis> GPU 共享 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_4_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_1_2> <span class="md-nav__icon md-icon"></span> GPU 共享 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/nvidia-gpu-sharing-concepts/ class=md-nav__link> <span class=md-ellipsis> Nvidia GPU 共享的機制 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_1_2_2> <label class=md-nav__link for=__nav_4_1_2_2 id=__nav_4_1_2_2_label tabindex=0> <span class=md-ellipsis> 提高 GPU 利用率 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_1_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_1_2_2> <span class="md-nav__icon md-icon"></span> 提高 GPU 利用率 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/improving-gpu-utilization-in-kubernetes/ class=md-nav__link> <span class=md-ellipsis> Time-slicing </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_1_2_2_2> <label class=md-nav__link for=__nav_4_1_2_2_2 id=__nav_4_1_2_2_2_label tabindex=0> <span class=md-ellipsis> MIG </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_1_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_1_2_2_2> <span class="md-nav__icon md-icon"></span> MIG </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/mig/mig_concept/ class=md-nav__link> <span class=md-ellipsis> MIG 概念 </span> </a> </li> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/mig/mig-setup/ class=md-nav__link> <span class=md-ellipsis> MIG 切割入門 </span> </a> </li> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/mig/mig-k8s/ class=md-nav__link> <span class=md-ellipsis> Kubernetes 對 MIG 支持 </span> </a> </li> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/mig/mig-persistence-mode/ class=md-nav__link> <span class=md-ellipsis> GPU 持久化模式 </span> </a> </li> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/mig/mig-parted/ class=md-nav__link> <span class=md-ellipsis> GPU 的 MIG-PARTED 工具 </span> </a> </li> <li class=md-nav__item> <a href=mlops/02-gpu-sharing/mig/gpu-operator-mig/ class=md-nav__link> <span class=md-ellipsis> GPU Operator 與 MIG 配置 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2> <label class=md-nav__link for=__nav_4_2 id=__nav_4_2_label tabindex> <span class=md-ellipsis> Kubeflow </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_4_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2> <span class="md-nav__icon md-icon"></span> Kubeflow </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_1> <div class="md-nav__link md-nav__container"> <a href=kubeflow/env/ class="md-nav__link "> <span class=md-ellipsis> 簡介 </span> </a> <label class="md-nav__link " for=__nav_4_2_1 id=__nav_4_2_1_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_4_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_1> <span class="md-nav__icon md-icon"></span> 簡介 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/env/architecture/ class=md-nav__link> <span class=md-ellipsis> 架構 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/env/kubeflow-install/ class=md-nav__link> <span class=md-ellipsis> 安裝 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/env/kubeflow-youtube/ class=md-nav__link> <span class=md-ellipsis> 視頻教學 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2> <label class=md-nav__link for=__nav_4_2_2 id=__nav_4_2_2_label tabindex=0> <span class=md-ellipsis> 組件 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_4_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2> <span class="md-nav__icon md-icon"></span> 組件 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_1> <label class=md-nav__link for=__nav_4_2_2_1 id=__nav_4_2_2_1_label tabindex=0> <span class=md-ellipsis> Central Dashboard </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_2_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_1> <span class="md-nav__icon md-icon"></span> Central Dashboard </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/central-dash/overview/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/central-dash/customizing-menu/ class=md-nav__link> <span class=md-ellipsis> 自定義 menu 項 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_2> <label class=md-nav__link for=__nav_4_2_2_2 id=__nav_4_2_2_2_label tabindex=0> <span class=md-ellipsis> Kubeflow Notebooks </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_2> <span class="md-nav__icon md-icon"></span> Kubeflow Notebooks </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/notebooks/overview/ class=md-nav__link> <span class=md-ellipsis> 概述 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/notebooks/quickstart-guide/ class=md-nav__link> <span class=md-ellipsis> 快速入門 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/notebooks/container-images/ class=md-nav__link> <span class=md-ellipsis> 容器鏡像 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_2_4> <label class=md-nav__link for=__nav_4_2_2_2_4 id=__nav_4_2_2_2_4_label tabindex=0> <span class=md-ellipsis> 範例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_2_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_2_4> <span class="md-nav__icon md-icon"></span> 範例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/notebooks/examples/jupyter-tensorflow-examples/ class=md-nav__link> <span class=md-ellipsis> Tesorflow(Mnist) </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=kubeflow/components/notebooks/submit-kubernetes/ class=md-nav__link> <span class=md-ellipsis> 提交 Kubernetes 資源 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/notebooks/troubleshooting/ class=md-nav__link> <span class=md-ellipsis> 除錯 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3> <label class=md-nav__link for=__nav_4_2_2_3 id=__nav_4_2_2_3_label tabindex=0> <span class=md-ellipsis> Kubeflow Pipelines </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_2_2_3_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3> <span class="md-nav__icon md-icon"></span> Kubeflow Pipelines </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_1> <label class=md-nav__link for=__nav_4_2_2_3_1 id=__nav_4_2_2_3_1_label tabindex=0> <span class=md-ellipsis> v1 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_1> <span class="md-nav__icon md-icon"></span> v1 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/introduction/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_1_2> <label class=md-nav__link for=__nav_4_2_2_3_1_2 id=__nav_4_2_2_3_1_2_label tabindex=0> <span class=md-ellipsis> 概述 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_3_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_1_2> <span class="md-nav__icon md-icon"></span> 概述 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/overview/interfaces/ class=md-nav__link> <span class=md-ellipsis> Quickstart </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/overview/quickstart/ class=md-nav__link> <span class=md-ellipsis> 管道 interface </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/overview/multi-user/ class=md-nav__link> <span class=md-ellipsis> Multi-user 隔離 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/overview/pipeline-root/ class=md-nav__link> <span class=md-ellipsis> Pipeline Root </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_1_3> <label class=md-nav__link for=__nav_4_2_2_3_1_3 id=__nav_4_2_2_3_1_3_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_3_1_3_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_1_3> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/pipeline/ class=md-nav__link> <span class=md-ellipsis> Pipeline </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/component/ class=md-nav__link> <span class=md-ellipsis> Component </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/graph/ class=md-nav__link> <span class=md-ellipsis> Graph </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/experiment/ class=md-nav__link> <span class=md-ellipsis> Experiment </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/run/ class=md-nav__link> <span class=md-ellipsis> Run 與 Recurring Run </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/run-trigger/ class=md-nav__link> <span class=md-ellipsis> Run Trigger </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/step/ class=md-nav__link> <span class=md-ellipsis> Step </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/output-artifact/ class=md-nav__link> <span class=md-ellipsis> Output Artifact </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/concepts/metadata/ class=md-nav__link> <span class=md-ellipsis> ML Metadata </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/sdk-v2/run-comparison/ class=md-nav__link> <span class=md-ellipsis> 管道運行比對 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_1_4> <label class=md-nav__link for=__nav_4_2_2_3_1_4 id=__nav_4_2_2_3_1_4_label tabindex=0> <span class=md-ellipsis> 範例和教程 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_3_1_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_1_4> <span class="md-nav__icon md-icon"></span> 範例和教程 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/tutorials/dsl-control-structures/ class=md-nav__link> <span class=md-ellipsis> DSL-Control結構 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v1/tutorials/lightweight-components/ class=md-nav__link> <span class=md-ellipsis> Pipelines 輕量級組件 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_2> <label class=md-nav__link for=__nav_4_2_2_3_2 id=__nav_4_2_2_3_2_label tabindex=0> <span class=md-ellipsis> v2 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_2> <span class="md-nav__icon md-icon"></span> v2 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/introduction/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/hello-world/ class=md-nav__link> <span class=md-ellipsis> Hello World 範例管道 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/migration/ class=md-nav__link> <span class=md-ellipsis> 從 KFP SDK v1 遷移 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_2_4> <label class=md-nav__link for=__nav_4_2_2_3_2_4 id=__nav_4_2_2_3_2_4_label tabindex=0> <span class=md-ellipsis> 安裝 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_3_2_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_2_4> <span class="md-nav__icon md-icon"></span> 安裝 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/installation/quickstart/ class=md-nav__link> <span class=md-ellipsis> Quickstart </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_2_5> <div class="md-nav__link md-nav__container"> <a href=kubeflow/components/pipelines/v2/component/ class="md-nav__link "> <span class=md-ellipsis> 組件 </span> </a> <label class="md-nav__link " for=__nav_4_2_2_3_2_5 id=__nav_4_2_2_3_2_5_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_3_2_5_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_2_5> <span class="md-nav__icon md-icon"></span> 組件 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/component/lightweight-python-components/ class=md-nav__link> <span class=md-ellipsis> 輕量級 Python 組件 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/component/containerized-python-components/ class=md-nav__link> <span class=md-ellipsis> 容器化 Python 組件 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/component/container-components/ class=md-nav__link> <span class=md-ellipsis> 容器組件 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/component/importer-component/ class=md-nav__link> <span class=md-ellipsis> Importer 組件 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/component/additional-functionality/ class=md-nav__link> <span class=md-ellipsis> 附加功能 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_2_6> <label class=md-nav__link for=__nav_4_2_2_3_2_6 id=__nav_4_2_2_3_2_6_label tabindex=0> <span class=md-ellipsis> 管道 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_3_2_6_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_2_6> <span class="md-nav__icon md-icon"></span> 管道 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/pipelines/pipeline-basics/ class=md-nav__link> <span class=md-ellipsis> Pipeline 基礎 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/pipelines/control-flow/ class=md-nav__link> <span class=md-ellipsis> 控制 Flow </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_2_7> <div class="md-nav__link md-nav__container"> <a href=kubeflow/components/pipelines/v2/data-types/ class="md-nav__link "> <span class=md-ellipsis> 資料型別 </span> </a> <label class="md-nav__link " for=__nav_4_2_2_3_2_7 id=__nav_4_2_2_3_2_7_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_3_2_7_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_2_7> <span class="md-nav__icon md-icon"></span> 資料型別 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/data-types/parameters/ class=md-nav__link> <span class=md-ellipsis> Parameters </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/data-types/artifacts/ class=md-nav__link> <span class=md-ellipsis> Artifacts </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_3_2_7_4> <label class=md-nav__link for=__nav_4_2_2_3_2_7_4 id=__nav_4_2_2_3_2_7_4_label tabindex=0> <span class=md-ellipsis> 補充 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=7 aria-labelledby=__nav_4_2_2_3_2_7_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_3_2_7_4> <span class="md-nav__icon md-icon"></span> 補充 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/data-types/artifacts/ml_metrics_intro/ class=md-nav__link> <span class=md-ellipsis> 機器學習的效能衡量指標 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/compile-a-pipeline/ class=md-nav__link> <span class=md-ellipsis> 編譯 Pipeline </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/load-and-share-components/ class=md-nav__link> <span class=md-ellipsis> 載入與分享組件 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/run-a-pipeline/ class=md-nav__link> <span class=md-ellipsis> 運行管道 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/run-comparison/ class=md-nav__link> <span class=md-ellipsis> 管道運行比對 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/pipelines/v2/cli/ class=md-nav__link> <span class=md-ellipsis> 命令行界面 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_4> <label class=md-nav__link for=__nav_4_2_2_4 id=__nav_4_2_2_4_label tabindex=0> <span class=md-ellipsis> Katib </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_2_2_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_4> <span class="md-nav__icon md-icon"></span> Katib </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/katib/overview/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/katib/hyperparameter/ class=md-nav__link> <span class=md-ellipsis> 開始使用 Katib </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/katib/experiment/ class=md-nav__link> <span class=md-ellipsis> 運行實驗 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/katib/resume-experiment/ class=md-nav__link> <span class=md-ellipsis> 回復實驗 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/katib/trial-template/ class=md-nav__link> <span class=md-ellipsis> Trial Templates 概述 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/katib/early-stopping/ class=md-nav__link> <span class=md-ellipsis> 使用 Early Stopping </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/katib/katib-config/ class=md-nav__link> <span class=md-ellipsis> Katib Configuration 簡介 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/katib/env-variables/ class=md-nav__link> <span class=md-ellipsis> Katib 組件的環境變量 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_5> <label class=md-nav__link for=__nav_4_2_2_5 id=__nav_4_2_2_5_label tabindex=0> <span class=md-ellipsis> Multi-Tenancy </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_2_2_5_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_5> <span class="md-nav__icon md-icon"></span> Multi-Tenancy </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/multi-tenancy/overview/ class=md-nav__link> <span class=md-ellipsis> 多用戶隔離介詔 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/multi-tenancy/getting-started/ class=md-nav__link> <span class=md-ellipsis> 多用戶隔離入門 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/multi-tenancy/profile-controller/ class=md-nav__link> <span class=md-ellipsis> Profile(CRD) </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_5_4> <label class=md-nav__link for=__nav_4_2_2_5_4 id=__nav_4_2_2_5_4_label tabindex=0> <span class=md-ellipsis> 身份驗證設計 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_5_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_5_4> <span class="md-nav__icon md-icon"></span> 身份驗證設計 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/components/multi-tenancy/authn/oidc-authservice/ class=md-nav__link> <span class=md-ellipsis> AuthService (OIDC代理) </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/multi-tenancy/authn/templates/ class=md-nav__link> <span class=md-ellipsis> AuthService 網頁模板 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/multi-tenancy/authn/kubeflow-authentication-with-istio-dex/ class=md-nav__link> <span class=md-ellipsis> 使用Istio+Dex進行身份驗證 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/components/multi-tenancy/authn/keycloak-kubeflow/ class=md-nav__link> <span class=md-ellipsis> 使用Keycloak進行身份驗證 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6> <label class=md-nav__link for=__nav_4_2_2_6 id=__nav_4_2_2_6_label tabindex=0> <span class=md-ellipsis> 外部整合插件 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_2_2_6_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6> <span class="md-nav__icon md-icon"></span> 外部整合插件 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1> <label class=md-nav__link for=__nav_4_2_2_6_1 id=__nav_4_2_2_6_1_label tabindex=0> <span class=md-ellipsis> KServe </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_6_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1> <span class="md-nav__icon md-icon"></span> KServe </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/kserve/ class=md-nav__link> <span class=md-ellipsis> KServer 簡介 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_2> <label class=md-nav__link for=__nav_4_2_2_6_1_2 id=__nav_4_2_2_6_1_2_label tabindex=0> <span class=md-ellipsis> 快速入門 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_6_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_2> <span class="md-nav__icon md-icon"></span> 快速入門 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/get_started/get_started/ class=md-nav__link> <span class=md-ellipsis> KServe 入門 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/get_started/first_isvc/ class=md-nav__link> <span class=md-ellipsis> InferenceService 初試 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/get_started/swagger_ui/ class=md-nav__link> <span class=md-ellipsis> 啟用 Swagger UI </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/webapp/ class=md-nav__link> <span class=md-ellipsis> Model UI </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4> <label class=md-nav__link for=__nav_4_2_2_6_1_4 id=__nav_4_2_2_6_1_4_label tabindex=0> <span class=md-ellipsis> 用戶指南 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_6_1_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4> <span class="md-nav__icon md-icon"></span> 用戶指南 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_1> <label class=md-nav__link for=__nav_4_2_2_6_1_4_1 id=__nav_4_2_2_6_1_4_1_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=7 aria-labelledby=__nav_4_2_2_6_1_4_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_1> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_1_1> <label class=md-nav__link for=__nav_4_2_2_6_1_4_1_1 id=__nav_4_2_2_6_1_4_1_1_label tabindex=0> <span class=md-ellipsis> Control Plane </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=8 aria-labelledby=__nav_4_2_2_6_1_4_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_1_1> <span class="md-nav__icon md-icon"></span> Control Plane </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/control_plane/control_plane/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_1_2> <label class=md-nav__link for=__nav_4_2_2_6_1_4_1_2 id=__nav_4_2_2_6_1_4_1_2_label tabindex=0> <span class=md-ellipsis> Data Plane </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=8 aria-labelledby=__nav_4_2_2_6_1_4_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_1_2> <span class="md-nav__icon md-icon"></span> Data Plane </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/data_plane/data_plane/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/data_plane/v1_protocol/ class=md-nav__link> <span class=md-ellipsis> Data Plane (V1) </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/data_plane/v2_protocol/ class=md-nav__link> <span class=md-ellipsis> Data Plane (V2) </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/data_plane/servingruntimes/ class=md-nav__link> <span class=md-ellipsis> 模型推論 Runtimes </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_2> <label class=md-nav__link for=__nav_4_2_2_6_1_4_2 id=__nav_4_2_2_6_1_4_2_label tabindex=0> <span class=md-ellipsis> 單一模型推論 Runtime </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=7 aria-labelledby=__nav_4_2_2_6_1_4_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_2> <span class="md-nav__icon md-icon"></span> 單一模型推論 Runtime </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_2_1> <label class=md-nav__link for=__nav_4_2_2_6_1_4_2_1 id=__nav_4_2_2_6_1_4_2_1_label tabindex=0> <span class=md-ellipsis> 模型框架/格式 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=8 aria-labelledby=__nav_4_2_2_6_1_4_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_2_1> <span class="md-nav__icon md-icon"></span> 模型框架/格式 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/serving_runtime/overview/ class=md-nav__link> <span class=md-ellipsis> 模型推論 Runtime 簡介 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/serving_runtime/tensorflow/ class=md-nav__link> <span class=md-ellipsis> Tensorflow </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/serving_runtime/torchserve/ class=md-nav__link> <span class=md-ellipsis> PyTorch </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/serving_runtime/sklearn/ class=md-nav__link> <span class=md-ellipsis> Scikit-learn </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_3> <label class=md-nav__link for=__nav_4_2_2_6_1_4_3 id=__nav_4_2_2_6_1_4_3_label tabindex=0> <span class=md-ellipsis> Transformer </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=7 aria-labelledby=__nav_4_2_2_6_1_4_3_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_3> <span class="md-nav__icon md-icon"></span> Transformer </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/transformer/torchserve_image_transformer/ class=md-nav__link> <span class=md-ellipsis> 撰寫客制 Transformer </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_4> <label class=md-nav__link for=__nav_4_2_2_6_1_4_4 id=__nav_4_2_2_6_1_4_4_label tabindex=0> <span class=md-ellipsis> 模型監測 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=7 aria-labelledby=__nav_4_2_2_6_1_4_4_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_4> <span class="md-nav__icon md-icon"></span> 模型監測 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/model_monitoring/alibi_detect/ class=md-nav__link> <span class=md-ellipsis> 使用 Alibi 異常值/漂移檢測器 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_1_4_5> <label class=md-nav__link for=__nav_4_2_2_6_1_4_5 id=__nav_4_2_2_6_1_4_5_label tabindex=0> <span class=md-ellipsis> Model 存儲 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=7 aria-labelledby=__nav_4_2_2_6_1_4_5_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_1_4_5> <span class="md-nav__icon md-icon"></span> Model 存儲 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/storage/azure/ class=md-nav__link> <span class=md-ellipsis> Azure </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/storage/s3/ class=md-nav__link> <span class=md-ellipsis> S3 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/storage/minio/ class=md-nav__link> <span class=md-ellipsis> Minio </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/external-add-ons/kserve/user_guide/storage/uri/ class=md-nav__link> <span class=md-ellipsis> URI </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_6_2> <label class=md-nav__link for=__nav_4_2_2_6_2 id=__nav_4_2_2_6_2_label tabindex=0> <span class=md-ellipsis> Feature Store </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_6_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_6_2> <span class="md-nav__icon md-icon"></span> Feature Store </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/external-add-ons/feature-store/introduction/ class=md-nav__link> <span class=md-ellipsis> Feast 簡介 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_7> <label class=md-nav__link for=__nav_4_2_2_7 id=__nav_4_2_2_7_label tabindex=0> <span class=md-ellipsis> 範例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_4_2_2_7_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_7> <span class="md-nav__icon md-icon"></span> 範例 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_7_1> <label class=md-nav__link for=__nav_4_2_2_7_1 id=__nav_4_2_2_7_1_label tabindex=0> <span class=md-ellipsis> Notebooks </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_7_1_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_7_1> <span class="md-nav__icon md-icon"></span> Notebooks </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/tutorials/notebooks/build-own-notebook-server/ class=md-nav__link> <span class=md-ellipsis> 構建客制容器鏡像 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_7_1_2> <label class=md-nav__link for=__nav_4_2_2_7_1_2 id=__nav_4_2_2_7_1_2_label tabindex=0> <span class=md-ellipsis> JupyterLab </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_4_2_2_7_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_7_1_2> <span class="md-nav__icon md-icon"></span> JupyterLab </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/tutorials/notebooks/jupyterlab/git-ext/use-git-with-jupyter-nb/ class=md-nav__link> <span class=md-ellipsis> Notebook 結合 Git/GitHub </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/tutorials/notebooks/jupyterlab/git-ext/how-to-jupyterlab-git/ class=md-nav__link> <span class=md-ellipsis> JupyterLab Git 擴展 HowTo </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/tutorials/notebooks/jupyterlab/git-ext/jupyterlab-git-extension/ class=md-nav__link> <span class=md-ellipsis> JupyterLab Git 擴展 HowTo-2 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_7_2> <label class=md-nav__link for=__nav_4_2_2_7_2 id=__nav_4_2_2_7_2_label tabindex=0> <span class=md-ellipsis> MLOps </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_7_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_7_2> <span class="md-nav__icon md-icon"></span> MLOps </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/tutorials/mlops/recognize-digits/ class=md-nav__link> <span class=md-ellipsis> 使用 Kubeflow 識別數字圖像 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_2_2_7_3> <label class=md-nav__link for=__nav_4_2_2_7_3 id=__nav_4_2_2_7_3_label tabindex=0> <span class=md-ellipsis> Pipeline </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_4_2_2_7_3_label aria-expanded=false> <label class=md-nav__title for=__nav_4_2_2_7_3> <span class="md-nav__icon md-icon"></span> Pipeline </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=kubeflow/tutorials/pipelines/building-machine-learning-pipelines/ class=md-nav__link> <span class=md-ellipsis> 使用 Kubeflow 構建機器學習管道 </span> </a> </li> <li class=md-nav__item> <a href=kubeflow/tutorials/pipelines/build-kubeflow-pipeline-from-scratch/ class=md-nav__link> <span class=md-ellipsis> 如何從頭開始構建第一個管道 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_3> <div class="md-nav__link md-nav__container"> <a href=seldon/ class="md-nav__link "> <span class=md-ellipsis> Seldon </span> </a> <label class="md-nav__link " for=__nav_4_3 id=__nav_4_3_label tabindex> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_4_3_label aria-expanded=false> <label class=md-nav__title for=__nav_4_3> <span class="md-nav__icon md-icon"></span> Seldon </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_3_2> <label class=md-nav__link for=__nav_4_3_2 id=__nav_4_3_2_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_4_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_4_3_2> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=seldon/concepts/overview/ class=md-nav__link> <span class=md-ellipsis> Seldon 核心組件概述 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_3_3> <label class=md-nav__link for=__nav_4_3_3 id=__nav_4_3_3_label tabindex=0> <span class=md-ellipsis> 範例 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_4_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_4_3_3> <span class="md-nav__icon md-icon"></span> 範例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=seldon/env/jupyter-hub/ class=md-nav__link> <span class=md-ellipsis> 學習環境 </span> </a> </li> <li class=md-nav__item> <a href=seldon/examples/quickstart/ class=md-nav__link> <span class=md-ellipsis> 快速入門指南 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5> <label class=md-nav__link for=__nav_5 id=__nav_5_label tabindex> <span class=md-ellipsis> LLMs </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_5_label aria-expanded=false> <label class=md-nav__title for=__nav_5> <span class="md-nav__icon md-icon"></span> LLMs </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_1> <label class=md-nav__link for=__nav_5_1 id=__nav_5_1_label tabindex> <span class=md-ellipsis> Serving </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_1_label aria-expanded=false> <label class=md-nav__title for=__nav_5_1> <span class="md-nav__icon md-icon"></span> Serving </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_1_1> <label class=md-nav__link for=__nav_5_1_1 id=__nav_5_1_1_label tabindex=0> <span class=md-ellipsis> OpenLLM </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_5_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_5_1_1> <span class="md-nav__icon md-icon"></span> OpenLLM </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=llm/serving/openllm/introduction/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/openllm/get_started/ class=md-nav__link> <span class=md-ellipsis> 基本使用 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/openllm/models_supported/ class=md-nav__link> <span class=md-ellipsis> 模型支持 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/openllm/embedding/ class=md-nav__link> <span class=md-ellipsis> 語嵌入 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/openllm/langchain/ class=md-nav__link> <span class=md-ellipsis> 整合 LangChain </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_1_2> <label class=md-nav__link for=__nav_5_1_2 id=__nav_5_1_2_label tabindex=0> <span class=md-ellipsis> TextGen </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_5_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_5_1_2> <span class="md-nav__icon md-icon"></span> TextGen </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/introduction/ class=md-nav__link> <span class=md-ellipsis> 簡介 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/get_started/ class=md-nav__link> <span class=md-ellipsis> 基本使用 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/extensions/ class=md-nav__link> <span class=md-ellipsis> 擴展插件 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/chat-mode/ class=md-nav__link> <span class=md-ellipsis> Chat 人物設定 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/low-vram-guide/ class=md-nav__link> <span class=md-ellipsis> 降低 GPU 顯存需求 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/gptq-models-4-bit-mode/ class=md-nav__link> <span class=md-ellipsis> GTPQ 量化模型 </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/exllama/ class=md-nav__link> <span class=md-ellipsis> 啟用 ExLlama </span> </a> </li> <li class=md-nav__item> <a href=llm/serving/text-generation-webui/llama-cpp/ class=md-nav__link> <span class=md-ellipsis> 使用 llama.cpp </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6> <label class=md-nav__link for=__nav_6 id=__nav_6_label tabindex> <span class=md-ellipsis> Huggingface </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_6_label aria-expanded=false> <label class=md-nav__title for=__nav_6> <span class="md-nav__icon md-icon"></span> Huggingface </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1> <label class=md-nav__link for=__nav_6_1 id=__nav_6_1_label tabindex> <span class=md-ellipsis> Datasets </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_6_1_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1> <span class="md-nav__icon md-icon"></span> Datasets </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_1> <div class="md-nav__link md-nav__container"> <a href=huggingface/datasets/get-started/ class="md-nav__link "> <span class=md-ellipsis> 開始使用 </span> </a> <label class="md-nav__link " for=__nav_6_1_1 id=__nav_6_1_1_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_1> <span class="md-nav__icon md-icon"></span> 開始使用 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/get-started/quickstart/ class=md-nav__link> <span class=md-ellipsis> 快速上手 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/get-started/installation/ class=md-nav__link> <span class=md-ellipsis> 安裝 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_2> <div class="md-nav__link md-nav__container"> <a href=huggingface/datasets/tutorial/ class="md-nav__link "> <span class=md-ellipsis> 教學 </span> </a> <label class="md-nav__link " for=__nav_6_1_2 id=__nav_6_1_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_2> <span class="md-nav__icon md-icon"></span> 教學 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/tutorial/load_hub/ class=md-nav__link> <span class=md-ellipsis> 載入 dataset </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/tutorial/access/ class=md-nav__link> <span class=md-ellipsis> 了解 dataset </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/tutorial/use_dataset/ class=md-nav__link> <span class=md-ellipsis> 數據預處理 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/tutorial/create_dataset/ class=md-nav__link> <span class=md-ellipsis> 創建 dataset </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/tutorial/upload_dataset/ class=md-nav__link> <span class=md-ellipsis> 公開與共享 dataset </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_3> <label class=md-nav__link for=__nav_6_1_3 id=__nav_6_1_3_label tabindex=0> <span class=md-ellipsis> 操作指南 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_1_3_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_3> <span class="md-nav__icon md-icon"></span> 操作指南 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/how_to/overview/ class=md-nav__link> <span class=md-ellipsis> 概述 </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_3_2> <label class=md-nav__link for=__nav_6_1_3_2 id=__nav_6_1_3_2_label tabindex=0> <span class=md-ellipsis> 基本用法 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_1_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_3_2> <span class="md-nav__icon md-icon"></span> 基本用法 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/loading/ class=md-nav__link> <span class=md-ellipsis> 載入 Dataset </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/process/ class=md-nav__link> <span class=md-ellipsis> 數據處理 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/stream/ class=md-nav__link> <span class=md-ellipsis> 數據串流 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/use_with_tensorflow/ class=md-nav__link> <span class=md-ellipsis> 結合 Tensorflow 使用 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/use_with_pytorch/ class=md-nav__link> <span class=md-ellipsis> 結合 PyTorch 使用 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/use_with_jax/ class=md-nav__link> <span class=md-ellipsis> 結合 JAX 使用 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/use_with_spark/ class=md-nav__link> <span class=md-ellipsis> 結合 Spark 使用 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/cache/ class=md-nav__link> <span class=md-ellipsis> 緩存 management </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/how_to/general_usage/filesystems/ class=md-nav__link> <span class=md-ellipsis> 雲存儲服務整合 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_3_3> <label class=md-nav__link for=__nav_6_1_3_3 id=__nav_6_1_3_3_label tabindex=0> <span class=md-ellipsis> Audio 數據 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_1_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_3_3> <span class="md-nav__icon md-icon"></span> Audio 數據 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/audio/audio_load/ class=md-nav__link> <span class=md-ellipsis> 載入 audio data </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/audio/audio_process/ class=md-nav__link> <span class=md-ellipsis> 處理 audio data </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/audio/audio_dataset/ class=md-nav__link> <span class=md-ellipsis> 創建 audio dataset </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_3_4> <label class=md-nav__link for=__nav_6_1_3_4 id=__nav_6_1_3_4_label tabindex=0> <span class=md-ellipsis> Vision 數據 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_1_3_4_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_3_4> <span class="md-nav__icon md-icon"></span> Vision 數據 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/vision/image_load/ class=md-nav__link> <span class=md-ellipsis> 載入 image data </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/vision/image_process/ class=md-nav__link> <span class=md-ellipsis> 處理 image data </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/vision/image_dataset/ class=md-nav__link> <span class=md-ellipsis> 創建 image dataset </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/vision/depth_estimation/ class=md-nav__link> <span class=md-ellipsis> Depth estimation </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/vision/image_classification/ class=md-nav__link> <span class=md-ellipsis> Image classification </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/vision/semantic_segmentation/ class=md-nav__link> <span class=md-ellipsis> Semantic segmentation </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/vision/object_detection/ class=md-nav__link> <span class=md-ellipsis> Object detection </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_3_5> <label class=md-nav__link for=__nav_6_1_3_5 id=__nav_6_1_3_5_label tabindex=0> <span class=md-ellipsis> Text 數據 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_1_3_5_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_3_5> <span class="md-nav__icon md-icon"></span> Text 數據 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/text/nlp_load/ class=md-nav__link> <span class=md-ellipsis> 載入 text data </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/text/nlp_process/ class=md-nav__link> <span class=md-ellipsis> 處理 text data </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_3_6> <label class=md-nav__link for=__nav_6_1_3_6 id=__nav_6_1_3_6_label tabindex=0> <span class=md-ellipsis> Tabular 數據 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_1_3_6_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_3_6> <span class="md-nav__icon md-icon"></span> Tabular 數據 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/tabular/tabular_load/ class=md-nav__link> <span class=md-ellipsis> 載入 tabular data </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_1_4> <label class=md-nav__link for=__nav_6_1_4 id=__nav_6_1_4_label tabindex=0> <span class=md-ellipsis> 底層概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_1_4_label aria-expanded=false> <label class=md-nav__title for=__nav_6_1_4> <span class="md-nav__icon md-icon"></span> 底層概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/datasets/conceptual_guides/about_arrow/ class=md-nav__link> <span class=md-ellipsis> Dataset 與 Arrow </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/conceptual_guides/about_cache/ class=md-nav__link> <span class=md-ellipsis> Dataset 緩存與指紋 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/conceptual_guides/about_mapstyle_vs_iterable/ class=md-nav__link> <span class=md-ellipsis> Dataset 與 IterableDataset 的差異 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/conceptual_guides/about_dataset_features/ class=md-nav__link> <span class=md-ellipsis> Dataset features </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/conceptual_guides/about_dataset_load/ class=md-nav__link> <span class=md-ellipsis> Dataset 構建並加載 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/datasets/conceptual_guides/about_map_batch/ class=md-nav__link> <span class=md-ellipsis> 批次 mapping </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_2> <label class=md-nav__link for=__nav_6_2 id=__nav_6_2_label tabindex> <span class=md-ellipsis> Finetuning </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_6_2_label aria-expanded=false> <label class=md-nav__title for=__nav_6_2> <span class="md-nav__icon md-icon"></span> Finetuning </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_2_1> <label class=md-nav__link for=__nav_6_2_1 id=__nav_6_2_1_label tabindex=0> <span class=md-ellipsis> PEFT </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_6_2_1> <span class="md-nav__icon md-icon"></span> PEFT </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_2_1_1> <label class=md-nav__link for=__nav_6_2_1_1 id=__nav_6_2_1_1_label tabindex=0> <span class=md-ellipsis> LoRA </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_2_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_6_2_1_1> <span class="md-nav__icon md-icon"></span> LoRA </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/finetune/peft/lora/llm-finetune-with-lora/ class=md-nav__link> <span class=md-ellipsis> LoRA 實現大模型 LLM 微調 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_2_1_2> <label class=md-nav__link for=__nav_6_2_1_2 id=__nav_6_2_1_2_label tabindex=0> <span class=md-ellipsis> Adapter </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_2_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_6_2_1_2> <span class="md-nav__icon md-icon"></span> Adapter </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/finetune/peft/adapter/understanding-llama-adapters/ class=md-nav__link> <span class=md-ellipsis> 從 Prefix Tuning 到 LLaMA-Adapter </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3> <label class=md-nav__link for=__nav_6_3 id=__nav_6_3_label tabindex> <span class=md-ellipsis> Tutorials </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_6_3_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3> <span class="md-nav__icon md-icon"></span> Tutorials </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3_1> <label class=md-nav__link for=__nav_6_3_1 id=__nav_6_3_1_label tabindex=0> <span class=md-ellipsis> Tokenizer </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3_1> <span class="md-nav__icon md-icon"></span> Tokenizer </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3_1_1> <label class=md-nav__link for=__nav_6_3_1_1 id=__nav_6_3_1_1_label tabindex=0> <span class=md-ellipsis> 概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_3_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3_1_1> <span class="md-nav__icon md-icon"></span> 概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/tutorials/tokenizer/fine-tuning-step-tokenizing/ class=md-nav__link> <span class=md-ellipsis> LLM 微調步驟-Tokenizing </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3_1_2> <label class=md-nav__link for=__nav_6_3_1_2 id=__nav_6_3_1_2_label tabindex=0> <span class=md-ellipsis> SentencePiece </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_3_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3_1_2> <span class="md-nav__icon md-icon"></span> SentencePiece </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/tutorials/tokenizer/sentencepiece-concept/ class=md-nav__link> <span class=md-ellipsis> SentencePiece 原理與實踐 </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3_2> <label class=md-nav__link for=__nav_6_3_2 id=__nav_6_3_2_label tabindex=0> <span class=md-ellipsis> Transfomer模型 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3_2> <span class="md-nav__icon md-icon"></span> Transfomer模型 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/tutorials/transformer/a-detailed-guide-to-pytorchs-nn-transformer-module/ class=md-nav__link> <span class=md-ellipsis> PyTorch Transformer 詳細指南 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3_3> <label class=md-nav__link for=__nav_6_3_3 id=__nav_6_3_3_label tabindex=0> <span class=md-ellipsis> 模型微調 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_6_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3_3> <span class="md-nav__icon md-icon"></span> 模型微調 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3_3_1> <label class=md-nav__link for=__nav_6_3_3_1 id=__nav_6_3_3_1_label tabindex=0> <span class=md-ellipsis> Llama2-7B </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_3_3_1_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3_3_1> <span class="md-nav__icon md-icon"></span> Llama2-7B </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/tutorials/llama2/fine-tuning-llama-2-models-using-a-single-gpu/ class=md-nav__link> <span class=md-ellipsis> 使用單一 GPU 微調 LLaMA2 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6_3_3_2> <label class=md-nav__link for=__nav_6_3_3_2 id=__nav_6_3_3_2_label tabindex=0> <span class=md-ellipsis> Falcon-7B </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_6_3_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_6_3_3_2> <span class="md-nav__icon md-icon"></span> Falcon-7B </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=huggingface/tutorials/falcon/falcon-7b-instruct-using-4-bit-quantization/ class=md-nav__link> <span class=md-ellipsis> 運行 Falcon-7B-Instruct 使用 4bit 量化 </span> </a> </li> <li class=md-nav__item> <a href=huggingface/tutorials/falcon/serving-falcon-models-with-tgi/ class=md-nav__link> <span class=md-ellipsis> Falcon 模型提供推論服務使用 🤗 TGI </span> </a> </li> <li class=md-nav__item> <a href=huggingface/tutorials/falcon/sharding-large-models/ class=md-nav__link> <span class=md-ellipsis> LLM 分片(sharding) </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_7> <label class=md-nav__link for=__nav_7 id=__nav_7_label tabindex> <span class=md-ellipsis> Cohere </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_7_label aria-expanded=false> <label class=md-nav__title for=__nav_7> <span class="md-nav__icon md-icon"></span> Cohere </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_7_1> <label class=md-nav__link for=__nav_7_1 id=__nav_7_1_label tabindex> <span class=md-ellipsis> LEARN </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_7_1_label aria-expanded=false> <label class=md-nav__title for=__nav_7_1> <span class="md-nav__icon md-icon"></span> LEARN </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_7_1_1> <label class=md-nav__link for=__nav_7_1_1 id=__nav_7_1_1_label tabindex=0> <span class=md-ellipsis> 關鍵概念 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_7_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_7_1_1> <span class="md-nav__icon md-icon"></span> 關鍵概念 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=cohere/learn/embeddings/ class=md-nav__link> <span class=md-ellipsis> Embeddings </span> </a> </li> <li class=md-nav__item> <a href=cohere/learn/prompt-engineering/ class=md-nav__link> <span class=md-ellipsis> Prompt Engineering </span> </a> </li> <li class=md-nav__item> <a href=cohere/learn/tokens/ class=md-nav__link> <span class=md-ellipsis> Tokens </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_7_1_2> <label class=md-nav__link for=__nav_7_1_2 id=__nav_7_1_2_label tabindex=0> <span class=md-ellipsis> 生成 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_7_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_7_1_2> <span class="md-nav__icon md-icon"></span> 生成 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=cohere/generation/likelihood/ class=md-nav__link> <span class=md-ellipsis> Likelihood </span> </a> </li> <li class=md-nav__item> <a href=cohere/generation/number-of-generations/ class=md-nav__link> <span class=md-ellipsis> Number of Generations </span> </a> </li> <li class=md-nav__item> <a href=cohere/generation/temperature/ class=md-nav__link> <span class=md-ellipsis> Temperature </span> </a> </li> <li class=md-nav__item> <a href=cohere/generation/top-k-top-p/ class=md-nav__link> <span class=md-ellipsis> Top-k & Top-p </span> </a> </li> <li class=md-nav__item> <a href=cohere/generation/rag/ class=md-nav__link> <span class=md-ellipsis> Retrieval Augmented Generation (RAG) </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8> <label class=md-nav__link for=__nav_8 id=__nav_8_label tabindex> <span class=md-ellipsis> LangChain </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_8_label aria-expanded=false> <label class=md-nav__title for=__nav_8> <span class="md-nav__icon md-icon"></span> LangChain </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1> <label class=md-nav__link for=__nav_8_1 id=__nav_8_1_label tabindex> <span class=md-ellipsis> 參考文件 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_8_1_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1> <span class="md-nav__icon md-icon"></span> 參考文件 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_1> <label class=md-nav__link for=__nav_8_1_1 id=__nav_8_1_1_label tabindex=0> <span class=md-ellipsis> 開始使用 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_8_1_1_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_1> <span class="md-nav__icon md-icon"></span> 開始使用 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/docs/get_started/introduction/ class=md-nav__link> <span class=md-ellipsis> 介紹 </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/get_started/installation/ class=md-nav__link> <span class=md-ellipsis> 安裝 </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/get_started/quickstart/ class=md-nav__link> <span class=md-ellipsis> 快速開始 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2> <label class=md-nav__link for=__nav_8_1_2 id=__nav_8_1_2_label tabindex=0> <span class=md-ellipsis> 模組 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_8_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2> <span class="md-nav__icon md-icon"></span> 模組 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_1> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/model_io/ class="md-nav__link "> <span class=md-ellipsis> Model I/O </span> </a> <label class="md-nav__link " for=__nav_8_1_2_1 id=__nav_8_1_2_1_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_8_1_2_1_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_1> <span class="md-nav__icon md-icon"></span> Model I/O </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_1_2> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/model_io/prompts/ class="md-nav__link "> <span class=md-ellipsis> Prompts </span> </a> <label class="md-nav__link " for=__nav_8_1_2_1_2 id=__nav_8_1_2_1_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_8_1_2_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_1_2> <span class="md-nav__icon md-icon"></span> Prompts </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_1_2_2> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/model_io/prompts/prompt_templates/ class="md-nav__link "> <span class=md-ellipsis> Prompt templates </span> </a> <label class="md-nav__link " for=__nav_8_1_2_1_2_2 id=__nav_8_1_2_1_2_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_8_1_2_1_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_1_2_2> <span class="md-nav__icon md-icon"></span> Prompt templates </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/docs/modules/model_io/prompts/prompt_templates/connecting_to_a_feature_store/ class=md-nav__link> <span class=md-ellipsis> 連接到 Feature Store </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/retrieval/ class="md-nav__link "> <span class=md-ellipsis> Retrieval </span> </a> <label class="md-nav__link " for=__nav_8_1_2_2 id=__nav_8_1_2_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=4 aria-labelledby=__nav_8_1_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2> <span class="md-nav__icon md-icon"></span> Retrieval </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2_2> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/retrieval/document_loaders/ class="md-nav__link "> <span class=md-ellipsis> 文件載入器 </span> </a> <label class="md-nav__link " for=__nav_8_1_2_2_2 id=__nav_8_1_2_2_2_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_8_1_2_2_2_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2_2> <span class="md-nav__icon md-icon"></span> 文件載入器 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_loaders/csv/ class=md-nav__link> <span class=md-ellipsis> CSV </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_loaders/file_directory/ class=md-nav__link> <span class=md-ellipsis> File Directory </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_loaders/html/ class=md-nav__link> <span class=md-ellipsis> HTML </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_loaders/json/ class=md-nav__link> <span class=md-ellipsis> JSON </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_loaders/markdown/ class=md-nav__link> <span class=md-ellipsis> Markdown </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_loaders/pdf/ class=md-nav__link> <span class=md-ellipsis> PDF </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2_3> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/retrieval/document_transformers/ class="md-nav__link "> <span class=md-ellipsis> 文件轉換器 </span> </a> <label class="md-nav__link " for=__nav_8_1_2_2_3 id=__nav_8_1_2_2_3_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_8_1_2_2_3_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2_3> <span class="md-nav__icon md-icon"></span> 文件轉換器 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2_3_2> <label class=md-nav__link for=__nav_8_1_2_2_3_2 id=__nav_8_1_2_2_3_2_label tabindex=0> <span class=md-ellipsis> Text splitters </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_8_1_2_2_3_2_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2_3_2> <span class="md-nav__icon md-icon"></span> Text splitters </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_transformers/text_splitters/character_text_splitter/ class=md-nav__link> <span class=md-ellipsis> Split by character </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_transformers/text_splitters/code_splitter/ class=md-nav__link> <span class=md-ellipsis> Split code </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_transformers/text_splitters/markdown_header_metadata/ class=md-nav__link> <span class=md-ellipsis> MarkdownHeaderTextSplitter </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_transformers/text_splitters/recursive_text_splitter/ class=md-nav__link> <span class=md-ellipsis> Recursively split by character </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_transformers/text_splitters/split_by_token/ class=md-nav__link> <span class=md-ellipsis> Split by tokens </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2_3_3> <label class=md-nav__link for=__nav_8_1_2_2_3_3 id=__nav_8_1_2_2_3_3_label tabindex=0> <span class=md-ellipsis> Post retrieval </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=6 aria-labelledby=__nav_8_1_2_2_3_3_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2_3_3> <span class="md-nav__icon md-icon"></span> Post retrieval </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/document_transformers/post_retrieval/long_context_reorder/ class=md-nav__link> <span class=md-ellipsis> Lost in the middle </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2_4> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/retrieval/text_embedding/ class="md-nav__link "> <span class=md-ellipsis> 文本 embedding 模型 </span> </a> <label class="md-nav__link " for=__nav_8_1_2_2_4 id=__nav_8_1_2_2_4_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_8_1_2_2_4_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2_4> <span class="md-nav__icon md-icon"></span> 文本 embedding 模型 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/text_embedding/caching_embeddings/ class=md-nav__link> <span class=md-ellipsis> 快取 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2_5> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/retrieval/vectorstores/ class="md-nav__link "> <span class=md-ellipsis> Vector 存諸 </span> </a> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_8_1_2_2_5_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2_5> <span class="md-nav__icon md-icon"></span> Vector 存諸 </label> <ul class=md-nav__list data-md-scrollfix> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_1_2_2_6> <div class="md-nav__link md-nav__container"> <a href=langchain/docs/modules/retrieval/retrievers/ class="md-nav__link "> <span class=md-ellipsis> Retrievers </span> </a> <label class="md-nav__link " for=__nav_8_1_2_2_6 id=__nav_8_1_2_2_6_label tabindex=0> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=5 aria-labelledby=__nav_8_1_2_2_6_label aria-expanded=false> <label class=md-nav__title for=__nav_8_1_2_2_6> <span class="md-nav__icon md-icon"></span> Retrievers </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/multi_query_retriever/ class=md-nav__link> <span class=md-ellipsis> MultiQueryRetriever </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/contextual_compression/ class=md-nav__link> <span class=md-ellipsis> Contextual compression </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/ensemble/ class=md-nav__link> <span class=md-ellipsis> Ensemble Retriever </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/multi_vector/ class=md-nav__link> <span class=md-ellipsis> MultiVector Retriever </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/parent_document_retriever/ class=md-nav__link> <span class=md-ellipsis> Parent Document Retriever </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/self_query/ class=md-nav__link> <span class=md-ellipsis> Self-querying </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/time_weighted_vectorstore/ class=md-nav__link> <span class=md-ellipsis> Time-weighted vector store retriever </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/vectorstore/ class=md-nav__link> <span class=md-ellipsis> Vector store-backed retriever </span> </a> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/retrievers/web_research/ class=md-nav__link> <span class=md-ellipsis> WebResearchRetriever </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=langchain/docs/modules/retrieval/indexing/ class=md-nav__link> <span class=md-ellipsis> 索引(增刪修) </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_2> <div class="md-nav__link md-nav__container"> <a href=langchain/use_cases/sql/ class="md-nav__link "> <span class=md-ellipsis> 使用案例 </span> </a> <label class="md-nav__link " for=__nav_8_2 id=__nav_8_2_label tabindex> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_8_2_label aria-expanded=false> <label class=md-nav__title for=__nav_8_2> <span class="md-nav__icon md-icon"></span> 使用案例 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=langchain/use_cases/extraction/ class=md-nav__link> <span class=md-ellipsis> Extraction </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_3> <label class=md-nav__link for=__nav_8_3 id=__nav_8_3_label tabindex> <span class=md-ellipsis> 模組整合 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_8_3_label aria-expanded=false> <label class=md-nav__title for=__nav_8_3> <span class="md-nav__icon md-icon"></span> 模組整合 </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_8_3_1> <label class=md-nav__link for=__nav_8_3_1 id=__nav_8_3_1_label tabindex=0> <span class=md-ellipsis> Components </span> <span class="md-nav__icon md-icon"></span> 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class=md-nav__link> <span class=md-ellipsis> 快速開始 </span> </a> </li> <li class=md-nav__item> <a href=doris/get-starting/what-is-apache-doris/ class=md-nav__link> <span class=md-ellipsis> Doris 介绍 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_10_1_2> <label class=md-nav__link for=__nav_10_1_2 id=__nav_10_1_2_label tabindex=0> <span class=md-ellipsis> 安裝部署 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_10_1_2_label aria-expanded=false> <label class=md-nav__title for=__nav_10_1_2> <span class="md-nav__icon md-icon"></span> 安裝部署 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=doris/install/standard-deployment/ class=md-nav__link> <span class=md-ellipsis> 標準部署 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_10_1_3> <label class=md-nav__link for=__nav_10_1_3 id=__nav_10_1_3_label tabindex=0> <span class=md-ellipsis> 數據表設計 </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_10_1_3_label aria-expanded=false> <label class=md-nav__title for=__nav_10_1_3> <span class="md-nav__icon md-icon"></span> 數據表設計 </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=doris/data-table/data-model/ class=md-nav__link> <span class=md-ellipsis> 數據模型 </span> </a> </li> <li class=md-nav__item> <a href=doris/data-table/data-partition/ class=md-nav__link> <span class=md-ellipsis> 數據分割 </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_10_1_4> <label class=md-nav__link for=__nav_10_1_4 id=__nav_10_1_4_label tabindex=0> <span class=md-ellipsis> 性能測試 </span> <span class="md-nav__icon md-icon"></span> 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