{"id":138,"date":"2025-04-04T10:54:48","date_gmt":"2025-04-04T02:54:48","guid":{"rendered":"https:\/\/knoka.vip\/?p=138"},"modified":"2025-05-04T23:18:13","modified_gmt":"2025-05-04T15:18:13","slug":"%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93","status":"publish","type":"post","link":"https:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/","title":{"rendered":"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u670d\u52a1\u5668\u51c6\u5907<\/h3>\n\n\n\n<p>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u884c\u670d\u52a1\u5668\u7684\u51c6\u5907\uff0c\u8fd9\u91cc\u51c6\u5907\u7684\u662fRTX-4090\u670d\u52a1\u5668<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-30.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"966\" height=\"199\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-30.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-182\"  sizes=\"auto, (max-width: 966px) 100vw, 966px\" \/><\/div><\/figure>\n\n\n\n<p>\u8fde\u63a5\u6211\u4eec\u5df2\u7ecf\u521b\u5efa\u597d\u7684\u670d\u52a1\u5668\uff0c\u8fd9\u91cc\u53ef\u4f7f\u7528MobaXterm\u8fdb\u884cssh\u8fde\u63a5<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ssh funhpc@IP\u5730\u5740<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u952e\u5b8c\u6210Docker\u914d\u7f6e<\/h3>\n\n\n\n<p>\u6ce8\uff1adocker\u7684\u65e7\u7248\u672c\u4e0d\u4e00\u5b9a\u88ab\u79f0\u4e3adocker\uff0cdocker.io \u6216 docker-engine\u4e5f\u6709\u53ef\u80fd\uff0c\u5982\u679c\u4e0d\u80fd\u6b63\u5e38\u5378\u8f7d\uff0c\u51fa\u73b0\u5982\u4e0b\u60c5\u51b5\uff0c\u663e\u793a\u65e0\u6743\u9650\u65f6\uff0c\u9700\u8981\u6dfb\u52a0\u7ba1\u7406\u5458\u6743\u9650\u624d\u53ef\u8fdb\u884c\u5378\u8f7d<\/p>\n\n\n\n<p>\u5378\u8f7d\u547d\u4ee4\u4e3a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>apt-get remove docker docker-engine docker.io containerd runc<\/code><\/pre>\n\n\n\n<p>\u66f4\u65b0\u8f6f\u4ef6\u5305\uff0c\u5728\u7ec8\u7aef\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u66f4\u65b0Ubuntu\u8f6f\u4ef6\u5305\u5217\u8868\u548c\u5df2\u5b89\u88c5\u8f6f\u4ef6\u7684\u7248\u672c:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt update\nsudo apt upgrade<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-17-1024x550.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"550\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-17-1024x550.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-146\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u5b89\u88c5docker\u4f9d\u8d56\uff0cDocker\u5728Ubuntu\u4e0a\u4f9d\u8d56\u4e00\u4e9b\u8f6f\u4ef6\u5305\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5\u8fd9\u4e9b\u4f9d\u8d56:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt-get install ca-certificates curl gnupg lsb-release<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-18-1024x236.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"236\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-18-1024x236.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-147\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u6dfb\u52a0Docker\u5b98\u65b9GPG\u5bc6\u94a5\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u6dfb\u52a0Docker\u5b98\u65b9\u7684GPG\u5bc6\u94a5<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl -fsSL http:\/\/mirrors.aliyun.com\/docker-ce\/linux\/ubuntu\/gpg | sudo apt-key add -<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-19-1024x72.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"72\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-19-1024x72.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-148\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u6dfb\u52a0Docker\u8f6f\u4ef6\u6e90\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u6dfb\u52a0Docker\u7684\u8f6f\u4ef6\u6e90:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo add-apt-repository \"deb &#91;arch=amd64] http:\/\/mirrors.aliyun.com\/docker-ce\/linux\/ubuntu $(lsb_release -cs) stable\"<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-20-1024x193.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"193\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-20-1024x193.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-149\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u5b89\u88c5docker\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5Docker:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt-get install docker-ce docker-ce-cli containerd.io<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-21-1024x567.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"567\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-21-1024x567.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-150\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u914d\u7f6e\u7528\u6237\u7ec4\uff08\u53ef\u9009\uff09\uff0c\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u53ea\u6709root\u7528\u6237\u548cdocker\u7ec4\u7684\u7528\u6237\u624d\u80fd\u8fd0\u884cDocker\u547d\u4ee4\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u5f53\u524d\u7528\u6237\u6dfb\u52a0\u5230docker\u7ec4\uff0c\u4ee5\u907f\u514d\u6bcf\u6b21\u4f7f\u7528Docker\u65f6\u90fd\u9700\u8981\u4f7f\u7528sudo\u3002\uff08\u91cd\u65b0\u767b\u5f55\u624d\u80fd\u4f7f\u66f4\u6539\u751f\u6548\uff09\u547d\u4ee4\u5982\u4e0b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo usermod -aG docker $USER<\/code><\/pre>\n\n\n\n<p>\u8fd0\u884cdocker\uff0c\u53ef\u4ee5\u901a\u8fc7\u542f\u52a8docker\u6765\u9a8c\u8bc1\u6211\u4eec\u662f\u5426\u6210\u529f\u5b89\u88c5\u3002\u547d\u4ee4\u5982\u4e0b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>systemctl start docker<\/code><\/pre>\n\n\n\n<p>\u5b89\u88c5\u5de5\u5177<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt-get -y install apt-transport-https ca-certificates curl software-properties-common<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-22-1024x317.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"317\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-22-1024x317.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-151\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u91cd\u542fdocker<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>service docker restart<\/code><\/pre>\n\n\n\n<p>\u4ee3\u7406\u914d\u7f6e<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo tee \/etc\/docker\/daemon.json &lt;&lt;EOF\n{\n    \"registry-mirrors\": &#91;\n        \"https:\/\/docker.mirrors.ustc.edu.cn\",\n        \"https:\/\/hub-mirror.c.163.com\",\n        \"https:\/\/docker.m.daocloud.io\",\n        \"https:\/\/docker.nju.edu.cn\"\n    ]\n}\nEOF<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo systemctl restart docker<\/code><\/pre>\n\n\n\n<p>\u81f3\u6b64\uff0c\u73af\u5883\u5168\u90e8\u914d\u7f6e\u5b8c\u6bd5\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Milvus\u914d\u7f6e\u548c\u542f\u52a8<\/h3>\n\n\n\n<p>\u8f93\u5165\u547d\u4ee4docker compose version\u67e5\u770b\u670d\u52a1\u5668\u662f\u5426\u51fa\u73b0\u4e0b\u56fe\u7c7b\u4f3c\u7248\u672c\u53f7\uff0c\u5982\u679c\u6ca1\u6709\u8bf7\u5b89\u88c5\u5982\u4e0b\u6b65\u9aa4<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt-get update\nsudo apt-get install docker-compose-plugin<\/code><\/pre>\n\n\n\n<p>Milvus \u5728 Milvus \u4ed3\u5e93\u4e2d\u63d0\u4f9b\u4e86 Docker Compose \u914d\u7f6e\u6587\u4ef6\u3002\u8981\u4f7f\u7528 Docker Compose \u5b89\u88c5 Milvus\uff0c\u53ea\u9700\u8fd0\u884c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>wget https:\/\/github.com\/milvus-io\/milvus\/releases\/download\/v2.5.8\/milvus-standalone-docker-compose.yml -O docker-compose.yml<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-25.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"964\" height=\"230\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-25.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-161\"  sizes=\"auto, (max-width: 964px) 100vw, 964px\" \/><\/div><\/figure>\n\n\n\n<p>\u542f\u52a8\u6307\u4ee4\u5982\u4e0b\uff0c\u4e00\u952e\u542f\u52a8<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo docker compose up -d<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-26-1024x478.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"478\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-26-1024x478.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-163\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u542f\u52a8 Milvus \u540e\uff0c\u4f7f\u7528\u5982\u4e0b\u6307\u4ee4\uff0c\u53ef\u4ee5\u770b\u5230\u540d\u4e3a milvus-standalone\u3001milvus-minio \u548c milvus-etcd \u7684\u5bb9\u5668\u5df2\u542f\u52a8<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt install docker-compose\nsudo docker-compose ps<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-27-1024x93.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"93\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-27-1024x93.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-165\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>milvus-etcd<\/strong>&nbsp;\u5bb9\u5668\u4e0d\u4f1a\u5411\u4e3b\u673a\u66b4\u9732\u4efb\u4f55\u7aef\u53e3\uff0c\u5e76\u5c06\u5176\u6570\u636e\u6620\u5c04\u5230\u5f53\u524d\u6587\u4ef6\u5939\u4e2d\u7684&nbsp;<strong>volumes\/etcd<\/strong>\uff1b<\/li>\n\n\n\n<li><strong>milvus-minio<\/strong>&nbsp;\u5bb9\u5668\u4f7f\u7528\u9ed8\u8ba4\u8eab\u4efd\u9a8c\u8bc1\u51ed\u8bc1\u5728\u672c\u5730\u63d0\u4f9b\u7aef\u53e3&nbsp;<strong>9090<\/strong>&nbsp;\u548c&nbsp;<strong>9091<\/strong>\uff0c\u5e76\u5c06\u5176\u6570\u636e\u6620\u5c04\u5230\u5f53\u524d\u6587\u4ef6\u5939\u4e2d\u7684&nbsp;<strong>volumes\/minio<\/strong>\uff1b<\/li>\n\n\n\n<li><strong>milvus-standalone<\/strong>&nbsp;\u5bb9\u5668\u4f7f\u7528\u9ed8\u8ba4\u8bbe\u7f6e\u5728\u672c\u5730\u63d0\u4f9b\u7aef\u53e3&nbsp;<strong>19530<\/strong>\uff0c\u5e76\u5c06\u5176\u6570\u636e\u6620\u5c04\u5230\u5f53\u524d\u6587\u4ef6\u5939\u4e2d\u7684&nbsp;<strong>volumes\/milvus<\/strong>\uff1b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">attu\u53ef\u89c6\u5316\u67e5\u770b<\/h3>\n\n\n\n<p>docker\u4e00\u952e\u5b89\u88c5\uff0c\u6211\u90fd\u9875\u9762\u7aef\u53e3\u4e3a8000\uff0c\u6253\u5f00\u9875\u9762\u5982\u679c\u8981\u8f93\u5165\u7528\u6237\u540d\u548c\u5bc6\u7801\u9ed8\u8ba4\u90fd\u662f\u7a7a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker run -p 8000:3000  -e MILVUS_URL={your machine IP}:19530 zilliz\/attu:v2.2.6<\/code><\/pre>\n\n\n\n<p>\u8bbf\u95ee\u4f60\u7684IP\u5730\u5740+\u7aef\u53e3\u53f7\uff0c\u5373\u53ef\u8fdb\u5165\u53ef\u89c6\u5316\u754c\u9762<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-28-1024x498.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"498\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-28-1024x498.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-168\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u5730\u8fde\u63a5\u6570\u636e\u5e93-Python\u4e3a\u4f8b<\/h3>\n\n\n\n<p>\u5efa\u8bae\u5b89\u88c5\u4e0e\u6240\u5b89\u88c5 Milvus \u670d\u52a1\u5668\u7248\u672c\u76f8\u5339\u914d\u7684 PyMilvus \u7248\u672c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install pymilvus==2.5.5<\/code><\/pre>\n\n\n\n<p>\u5982\u679c PyMilvus \u5b89\u88c5\u6b63\u786e\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u65f6\u4e0d\u4f1a\u51fa\u73b0\u5f02\u5e38<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python3 -c \"from pymilvus import Collection\"<\/code><\/pre>\n\n\n\n<p>\u5728 Milvus \u4e2d\u53ef\u76f4\u63a5connections.connect\u65b9\u6cd5\u8fdb\u884c\u5411\u91cf\u6570\u636e\u5e93\u8fde\u63a5\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from pymilvus import connections\n\n# \u914d\u7f6e\u4fe1\u606f\nMILVUS_HOST = '111.6.167.20'\nMILVUS_PORT = '19530'\n\nconnections.connect(host=MILVUS_HOST, port=MILVUS_PORT)\nprint(\"\u6210\u529f\u8fde\u63a5\u5230 Milvus \u670d\u52a1\u5668\")<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">\u8fde\u63a5\u6210\u529f\u5c06\u4f1a\u8f93\u51fa\uff1a\u6210\u529f\u8fde\u63a5\u5230 Milvus \u670d\u52a1\u5668<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-29-1024x245.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"245\" data-original=\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/image-29-1024x245.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-175\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u90a3\u4e48\u5728\u8fd9\u4e4b\u540e\uff0c\u6211\u4eec\u5c31\u53ef\u81ea\u884c\u6839\u636e\u5b98\u65b9\u6587\u6863\uff0c\u901a\u8fc7\u6211\u4eecPython\u4ee3\u7801\u8fdb\u884c\u5411\u91cf\u6570\u636e\u5e93\u7684\u64cd\u4f5c\uff0c\u5305\u62ec&nbsp;Collections&nbsp;\u521b\u5efa\u3001\u6570\u636e\u7684\u63d2\u5165\u3001\u5220\u9664\u7b49\u4e00\u7cfb\u5217\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u6211\u4eec\u6682\u4e14\u4e0d\u518d\u8fdb\u884c\uff0c\u5404\u4f4d\u82e5\u5bf9\u6b64\u90e8\u5206\u611f\u5174\u8da3\uff0c\u53ef\u53c2\u8003\u672c\u4eba\u5728\u661f\u6cb3\u793e\u533a\u5185\u7684\u6587\u7ae0\uff1a<a href=\"https:\/\/aistudio.baidu.com\/projectdetail\/8756969?sUid=2258742&amp;shared=1&amp;ts=1743735074302\">\u3010\u55b5\u60a6\u3011\u57fa\u4e8e\u661f\u6cb3\u793e\u533a\u5927\u6a21\u578bAPI\u5feb\u901f\u642d\u5efa\u8da3\u5473\u517b\u732b\u4e13\u4e1a\u5c0f\u80fd\u624b<\/a><\/p>\n\n\n\n<p>\u6216\u76f4\u63a5\u67e5\u770b\u66f4\u52a0\u8be6\u7ec6\u7684\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/milvus.io\/docs\/zh\/overview.md\">Milvus \u662f\u4ec0\u4e48\uff1f | Milvus \u6587\u6863<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u670d\u52a1\u5668\u51c6\u5907 \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u884c\u670d\u52a1\u5668\u7684\u51c6\u5907\uff0c\u8fd9\u91cc\u51c6\u5907\u7684\u662fRTX-4090\u670d\u52a1\u5668 \u8fde\u63a5\u6211\u4eec\u5df2\u7ecf\u521b\u5efa\u597d\u7684\u670d\u52a1\u5668\uff0c\u8fd9 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":180,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[],"class_list":["post-138","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-rag"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93 - \u4eca\u5929\u5f00\u59cb\u5b66AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/\u4e00\u6587\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6emilvus\u5411\u91cf\u6570\u636e\u5e93\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93 - \u4eca\u5929\u5f00\u59cb\u5b66AI\" \/>\n<meta property=\"og:description\" content=\"\u670d\u52a1\u5668\u51c6\u5907 \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u884c\u670d\u52a1\u5668\u7684\u51c6\u5907\uff0c\u8fd9\u91cc\u51c6\u5907\u7684\u662fRTX-4090\u670d\u52a1\u5668 \u8fde\u63a5\u6211\u4eec\u5df2\u7ecf\u521b\u5efa\u597d\u7684\u670d\u52a1\u5668\uff0c\u8fd9 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/\u4e00\u6587\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6emilvus\u5411\u91cf\u6570\u636e\u5e93\/\" \/>\n<meta property=\"og:site_name\" content=\"\u4eca\u5929\u5f00\u59cb\u5b66AI\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-04T02:54:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-04T15:18:13+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1080\" \/>\n\t<meta property=\"og:image:height\" content=\"540\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Knoka\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Knoka\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/\"},\"author\":{\"name\":\"Knoka\",\"@id\":\"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84\"},\"headline\":\"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93\",\"datePublished\":\"2025-04-04T02:54:48+00:00\",\"dateModified\":\"2025-05-04T15:18:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/\"},\"wordCount\":82,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84\"},\"image\":{\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png\",\"articleSection\":[\"\u5411\u91cf\u6570\u636e\u5e93\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/\",\"url\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/\",\"name\":\"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93 - \u4eca\u5929\u5f00\u59cb\u5b66AI\",\"isPartOf\":{\"@id\":\"https:\/\/knoka.vip\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage\"},\"image\":{\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png\",\"datePublished\":\"2025-04-04T02:54:48+00:00\",\"dateModified\":\"2025-05-04T15:18:13+00:00\",\"breadcrumb\":{\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage\",\"url\":\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png\",\"contentUrl\":\"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png\",\"width\":1080,\"height\":540},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/knoka.vip\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/knoka.vip\/#website\",\"url\":\"https:\/\/knoka.vip\/\",\"name\":\"\u4eca\u5929\u5f00\u59cb\u5b66AI\",\"description\":\"\u77e5\u8bc6\u5206\u4eab\",\"publisher\":{\"@id\":\"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/knoka.vip\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84\",\"name\":\"Knoka\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/knoka.vip\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.pho.ink\/avatar\/a81dd1238e551ec6c470995487946913852d59837b557d5166ae60169466da05?s=96&r=g&d=404\",\"contentUrl\":\"https:\/\/gravatar.pho.ink\/avatar\/a81dd1238e551ec6c470995487946913852d59837b557d5166ae60169466da05?s=96&r=g&d=404\",\"caption\":\"Knoka\"},\"logo\":{\"@id\":\"https:\/\/knoka.vip\/#\/schema\/person\/image\/\"},\"sameAs\":[\"http:\/\/118.178.172.39\"],\"url\":\"https:\/\/knoka.vip\/index.php\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93 - \u4eca\u5929\u5f00\u59cb\u5b66AI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/\u4e00\u6587\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6emilvus\u5411\u91cf\u6570\u636e\u5e93\/","og_locale":"zh_CN","og_type":"article","og_title":"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93 - \u4eca\u5929\u5f00\u59cb\u5b66AI","og_description":"\u670d\u52a1\u5668\u51c6\u5907 \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u884c\u670d\u52a1\u5668\u7684\u51c6\u5907\uff0c\u8fd9\u91cc\u51c6\u5907\u7684\u662fRTX-4090\u670d\u52a1\u5668 \u8fde\u63a5\u6211\u4eec\u5df2\u7ecf\u521b\u5efa\u597d\u7684\u670d\u52a1\u5668\uff0c\u8fd9 [&hellip;]","og_url":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/\u4e00\u6587\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6emilvus\u5411\u91cf\u6570\u636e\u5e93\/","og_site_name":"\u4eca\u5929\u5f00\u59cb\u5b66AI","article_published_time":"2025-04-04T02:54:48+00:00","article_modified_time":"2025-05-04T15:18:13+00:00","og_image":[{"width":1080,"height":540,"url":"http:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png","type":"image\/png"}],"author":"Knoka","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"Knoka","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"4 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#article","isPartOf":{"@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/"},"author":{"name":"Knoka","@id":"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84"},"headline":"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93","datePublished":"2025-04-04T02:54:48+00:00","dateModified":"2025-05-04T15:18:13+00:00","mainEntityOfPage":{"@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/"},"wordCount":82,"commentCount":0,"publisher":{"@id":"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84"},"image":{"@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage"},"thumbnailUrl":"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png","articleSection":["\u5411\u91cf\u6570\u636e\u5e93"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#respond"]}]},{"@type":"WebPage","@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/","url":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/","name":"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93 - \u4eca\u5929\u5f00\u59cb\u5b66AI","isPartOf":{"@id":"https:\/\/knoka.vip\/#website"},"primaryImageOfPage":{"@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage"},"image":{"@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage"},"thumbnailUrl":"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png","datePublished":"2025-04-04T02:54:48+00:00","dateModified":"2025-05-04T15:18:13+00:00","breadcrumb":{"@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#primaryimage","url":"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png","contentUrl":"https:\/\/knoka.vip\/wp-content\/uploads\/2025\/04\/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9NcWdBOFlsZ2VoNUJ1UjVpYjQyMUJNaWJkbHU4WEw5OEMxQm5aR2NwS0ZUcTJxSG5FTFhZWWlhM0p1SGliTURvNHhJWEtLOVFQTFNPaWNCNWJxalRxQ0RYNTBnLzY0MD93eF9mbXQ9cG5n.png","width":1080,"height":540},{"@type":"BreadcrumbList","@id":"http:\/\/knoka.vip\/index.php\/2025\/04\/04\/%e4%b8%80%e6%96%87%e5%ad%a6%e4%bc%9a%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%aemilvus%e5%90%91%e9%87%8f%e6%95%b0%e6%8d%ae%e5%ba%93\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/knoka.vip\/"},{"@type":"ListItem","position":2,"name":"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u4e91\u670d\u52a1\u5668\u914d\u7f6eMilvus\u5411\u91cf\u6570\u636e\u5e93"}]},{"@type":"WebSite","@id":"https:\/\/knoka.vip\/#website","url":"https:\/\/knoka.vip\/","name":"\u4eca\u5929\u5f00\u59cb\u5b66AI","description":"\u77e5\u8bc6\u5206\u4eab","publisher":{"@id":"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/knoka.vip\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":["Person","Organization"],"@id":"https:\/\/knoka.vip\/#\/schema\/person\/59bf442e4e4c21f6969b984b8c5bfc84","name":"Knoka","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/knoka.vip\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.pho.ink\/avatar\/a81dd1238e551ec6c470995487946913852d59837b557d5166ae60169466da05?s=96&r=g&d=404","contentUrl":"https:\/\/gravatar.pho.ink\/avatar\/a81dd1238e551ec6c470995487946913852d59837b557d5166ae60169466da05?s=96&r=g&d=404","caption":"Knoka"},"logo":{"@id":"https:\/\/knoka.vip\/#\/schema\/person\/image\/"},"sameAs":["http:\/\/118.178.172.39"],"url":"https:\/\/knoka.vip\/index.php\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/posts\/138","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/comments?post=138"}],"version-history":[{"count":0,"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/posts\/138\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/media\/180"}],"wp:attachment":[{"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/media?parent=138"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/categories?post=138"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/knoka.vip\/index.php\/wp-json\/wp\/v2\/tags?post=138"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}