{"id":2005,"date":"2025-03-27T12:23:42","date_gmt":"2025-03-27T04:23:42","guid":{"rendered":"https:\/\/cd.ymingbo.cn\/?p=2005"},"modified":"2025-03-27T12:37:44","modified_gmt":"2025-03-27T04:37:44","slug":"deepseek-%e6%9c%ac%e5%9c%b0%e5%8c%96%e9%83%a8%e7%bd%b2%e5%8f%8a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%af%b9%e6%8e%a5%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/cd.ymingbo.cn\/?p=2005","title":{"rendered":"DeepSeek \u672c\u5730\u5316\u90e8\u7f72\u53ca\u5927\u6a21\u578b\u5bf9\u63a5\u5b9e\u6218\uff08\u539f\u521b\uff09"},"content":{"rendered":"\n<p>\u5728\u4eba\u5de5\u667a\u80fd\u98de\u901f\u53d1\u5c55\u7684\u5f53\u4e0b\uff0c\u5927\u6a21\u578b\u6280\u672f\u5df2\u7ecf\u6210\u4e3a\u4f17\u591a\u9886\u57df\u521b\u65b0\u548c\u53d1\u5c55\u7684\u91cd\u8981\u9a71\u52a8\u529b\u3002DeepSeek \u4f5c\u4e3a\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684\u56fd\u4ea7\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u4ee5\u5176\u5353\u8d8a\u7684\u6027\u80fd\u548c\u5e7f\u6cdb\u7684\u5e94\u7528\u573a\u666f\uff0c\u53d7\u5230\u4e86\u5404\u754c\u7684\u5e7f\u6cdb\u5173\u6ce8\u3002\u5728\u5f00\u6e90\u7684\u5927\u73af\u5883\u4e0b\uff0c\u8bb8\u591a\u6280\u672f\u7231\u597d\u8005\u90fd\u8bd5\u56fe\u5728\u672c\u5730\u90e8\u7f72\u4e00\u4e2a\u5c5e\u4e8e\u4e2a\u4eba\u7684AI\u667a\u80fd\u4f53\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8 DeepSeek \u7684\u672c\u5730\u5316\u90e8\u7f72\u5b9e\u6218\uff0c\u4ee5\u53ca\u7528\u672c\u5730\u5e94\u7528\u5bf9\u63a5\u5927\u6a21\u578b\uff0c\u5e2e\u52a9\u8bfb\u8005\u638c\u63e1\u5982\u4f55\u5c06\u8fd9\u4e00\u5f3a\u5927\u7684\u6a21\u578b\u90e8\u7f72\u5230\u672c\u5730\u73af\u5883\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e00\u3001DeepSeek \u7b80\u4ecb<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>DeepSeek \u662f\u7531\u676d\u5dde\u6df1\u5ea6\u6c42\u7d22\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u6280\u672f\u7814\u7a76\u6709\u9650\u516c\u53f8\u5f00\u53d1\u7684\u5148\u8fdb AI \u5e94\u7528\uff0c\u96c6\u6210\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\uff08CV\uff09\u3001\u8bed\u97f3\u8bc6\u522b\u7b49\u591a\u9886\u57df\u5148\u8fdb\u6280\u672f\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u9ad8\u6548\u3001\u4fbf\u6377\u7684 AI \u6a21\u578b\u8bad\u7ec3\u3001\u90e8\u7f72\u548c\u5e94\u7528\u670d\u52a1\uff0c\u6db5\u76d6\u4ece\u6570\u636e\u51c6\u5907\u3001\u6a21\u578b\u8bad\u7ec3\u5230\u90e8\u7f72\u5e94\u7528\u7684\u5168\u6d41\u7a0b\uff0c\u662f\u4e00\u4e2a\u5b8c\u5584\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5176\u4e3b\u8981\u4ee3\u8868\u4ea7\u54c1 DeepSeek R1 \u548c DeepSeek V3 \u8868\u73b0\u7a81\u51fa\u3002DeepSeek R1 \u5728\u79d1\u7814\u3001\u6280\u672f\u5f00\u53d1\u3001\u6559\u80b2\u7b49\u9886\u57df\u5e94\u7528\u5e7f\u6cdb\uff0c\u4f8b\u5982\u751f\u6210\u903b\u8f91\u4e25\u8c28\u7684\u6280\u672f\u6587\u6863\u3001\u63d0\u5347\u667a\u80fd\u5ba2\u670d\u590d\u6742\u4efb\u52a1\u89e3\u51b3\u6548\u7387\u3001\u52a9\u529b\u5185\u5bb9\u521b\u4f5c\u8005\u751f\u6210\u9ad8\u8d28\u91cf\u6280\u672f\u6587\u7ae0\u7b49\u3002DeepSeek V3 \u5219\u5728\u667a\u80fd\u5ba2\u670d\u3001\u4ee3\u7801\u751f\u6210\u3001\u957f\u6587\u672c\u5904\u7406\u7b49\u573a\u666f\u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u4e3a\u7528\u6237\u5e26\u6765\u9ad8\u6548\u3001\u4f18\u8d28\u7684\u670d\u52a1\u4f53\u9a8c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e8c\u3001\u672c\u5730\u5316\u90e8\u7f72\u7684\u4f18\u52bf<\/strong><strong><\/strong><\/h2>\n\n\n\n<p><strong>1. <\/strong><strong>\u6570\u636e\u5b89\u5168\u4fdd\u969c<\/strong>\uff1a\u6570\u636e\u5b58\u50a8\u5728\u672c\u5730\u670d\u52a1\u5668\uff0c\u6709\u6548\u907f\u514d\u5916\u90e8\u7f51\u7edc\u653b\u51fb\uff0c\u786e\u4fdd\u6570\u636e\u5b89\u5168\u3002<\/p>\n\n\n\n<p><strong>2. <\/strong><strong>\u9ad8\u6548\u54cd\u5e94\u901f\u5ea6<\/strong>\uff1a\u51cf\u5c11\u7f51\u7edc\u5ef6\u8fdf\uff0c\u7528\u6237\u80fd\u968f\u65f6\u968f\u5730\u4eab\u53d7\u6781\u901f\u641c\u7d22\u548c\u6a21\u578b\u54cd\u5e94\u4f53\u9a8c\u3002\uff08\u6ce8\uff1a\u8fd9\u4e0e\u672c\u5730\u7b97\u529b\u5bc6\u5207\u76f8\u5173\uff09<\/p>\n\n\n\n<p><strong>3. <\/strong><strong>\u5b9a\u5236\u5316\u670d\u52a1\u652f\u6301<\/strong>\uff1a\u53ef\u6839\u636e\u7279\u5b9a\u4e1a\u52a1\u573a\u666f\u548c\u6027\u80fd\u8981\u6c42\u8fdb\u884c\u5b9a\u5236\u5316\u914d\u7f6e\uff0c\u6ee1\u8db3\u591a\u6837\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e09\u3001\u90e8\u7f72\u6b65\u9aa4\u8be6\u89e3<\/strong><strong><\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff08\u4e00\uff09\u73af\u5883\u51c6\u5907<\/strong><strong><\/strong><\/h3>\n\n\n\n<p><strong>1. <\/strong><strong>\u786c\u4ef6\u65b9\u9762<\/strong>\uff1a\u63a8\u8350\u914d\u7f6e\u4e3a NVIDIA GPU\uff08RTX 3090 \u6216\u66f4\u9ad8\uff09\u300132GB \u5185\u5b58\u4ee5\u53ca 50GB \u5b58\u50a8\u7a7a\u95f4\uff1b\u6700\u4f4e\u914d\u7f6e\u8981\u6c42\u662f CPU\uff08\u652f\u6301 AVX2 \u6307\u4ee4\u96c6\uff09\u300116GB \u5185\u5b58\u548c 30GB \u5b58\u50a8 \u3002<\/p>\n\n\n\n<p><strong>2. <\/strong><strong>\u8f6f\u4ef6\u65b9\u9762<\/strong>\uff1a\u521b\u5efa\u64cd\u4f5c\u7cfb\u7edf\u73af\u5883\u5e76\u5b89\u88c5\u5bb9\u5668\u7ec4\u4ef6\uff0c\u5982linux\u3001windows\u3001mac\u7cfb\u7edf\u90fd\u53ef\u4ee5\uff0c\u672c\u6587\u5c06\u4ee5\u6700\u5e38\u89c1\u7684windows\u73af\u5883\u4e3a\u4f8b\u8fdb\u884c\u64cd\u4f5c\uff0c\u5efa\u8bae\u7248\u672c\u5728WindowsServer2022\u6216Win10\u4ee5\u4e0a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff08\u4e8c\uff09\u5b89\u88c5\u76f8\u5173\u5de5\u5177<\/strong><strong><\/strong><\/h3>\n\n\n\n<p><strong>1. <\/strong><strong>\u5b89\u88c5 Ollama<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b98\u7f51\u4e0b\u8f7d\uff1a<a href=\"https:\/\/ollama.com\/\"><u>https:\/\/ollama.com\/<\/u><\/a>&nbsp;\u3002\n<ul class=\"wp-block-list\">\n<li>\u9009\u62e9\u5bf9\u5e94\u64cd\u4f5c\u7cfb\u7edf\u7248\u672c\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u53cc\u51fb\u8fdb\u884c\u5b89\u88c5\uff0c\u5b89\u88c5\u5b8c\u6210\u8f6f\u4ef6\u8fd0\u884c\u540e\u684c\u9762\u53f3\u4e0b\u89d2\u4f1a\u663e\u793a ollama \u56fe\u6807<img loading=\"lazy\" decoding=\"async\" width=\"25\" height=\"25\" class=\"wp-image-2033\" style=\"width: 25px;\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72472.png\" alt=\"\">\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>2. <\/strong><strong>\u5b89\u88c5 <\/strong><strong>Docker<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u51c6\u5907linux\u5b50\u7cfb\u7edf\u73af\u5883\uff0c\u547d\u4ee4\u4e3a\uff1awsl &#8211;install<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"71\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72471.png\" alt=\"\" class=\"wp-image-2006\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72471.png 550w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72471-300x39.png 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b98\u7f51\u4e0b\u8f7d\uff1a<a href=\"https:\/\/www.docker.com\/\"><u>https:\/\/www.docke<\/u><\/a><a href=\"https:\/\/www.docker.com\/\"><u>r.com<\/u><\/a><a href=\"https:\/\/www.docker.com\/\"><u>\/<\/u><\/a>&nbsp;\u3002\n<ul class=\"wp-block-list\">\n<li>\u4e0b\u8f7d\u5b8c\u6210\u540e\u53cc\u51fb\u5b89\u88c5\uff0c\u5b89\u88c5\u5b8c\u6210\u8f6f\u4ef6\u8fd0\u884c\u540e\u684c\u9762\u53f3\u4e0b\u89d2\u4f1a\u663e\u793aDocker Desktop\u56fe\u6807<img loading=\"lazy\" decoding=\"async\" width=\"25\" height=\"25\" class=\"wp-image-2034\" style=\"width: 25px;\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72473.png\" alt=\"\">\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff08\u4e09\uff09\u5b89\u88c5\u6a21\u578b<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>1. \u8fdb\u5165\u547d\u4ee4\u63a7\u5236\u53f0\uff0c\u6211\u4eec\u5f00\u59cb\u5b89\u88c5\u6a21\u578b\u3002\u53ea\u9700\u8981\u4e00\u6761\u547d\u4ee4\u5c31\u53ef\u4ee5\u5f00\u59cb\u4e0b\u8f7d\u5b89\u88c5\uff0c\u6ce8\u610f\u6839\u636e\u7535\u8111\u914d\u7f6e\u9009\u62e9\u4e0d\u540c\u7248\u672c\uff0c\u5982 7b \u7248\u672c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6267\u884c\u547d\u4ee4<strong><mark style=\"background-color:var(--ast-global-color-5)\" class=\"has-inline-color has-ast-global-color-2-color\">ollama run deepseek-r1:7b<\/mark><\/strong>\u5b89\u88c5\u6a21\u578b\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u6a21\u578b\u5e76\u5f00\u59cb\u8fd0\u884c\uff0c\u4e0d\u540c\u7248\u672c\u7684\u6a21\u578b\u5927\u5c0f\u4e0d\u540c\uff0c\u8fd9\u91cc\u6839\u636e\u7f51\u901f\u4e0d\u540c\u9700\u8981\u8010\u5fc3\u7b49\u5f85\u6a21\u578b\u4e0b\u8f7d\u3002<\/li>\n\n\n\n<li><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"61\" class=\"wp-image-2037\" style=\"width: 1000px;\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72474.png\" alt=\"\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72474.png 1085w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72474-300x18.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72474-1024x62.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72474-768x47.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/li>\n\n\n\n<li>\u5f53\u663e\u793a\u95ee\u7b54\u63d0\u793a\u7b26\u540e\u8bf4\u660e\u6a21\u578b\u5df2\u7ecf\u5b8c\u6210\u4e0b\u8f7d\u5e76\u6210\u529f\u8fd0\u884c\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"41\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72475.png\" alt=\"\" class=\"wp-image-2007\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72475.png 400w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72475-300x31.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6211\u4eec\u4e5f\u53ef\u4ee5\u7528ollama list\u547d\u4ee4\u67e5\u770b\u5df2\u7ecf\u4e0b\u8f7d\u7684\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"521\" height=\"81\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72476.png\" alt=\"\" class=\"wp-image-2008\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72476.png 521w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72476-300x47.png 300w\" sizes=\"auto, (max-width: 521px) 100vw, 521px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u73b0\u5728\u53ef\u4ee5\u5728\u6a21\u578b\u52a0\u8f7d\u7684\u72b6\u6001\u8fdb\u884c\u95ee\u7b54\u6d4b\u8bd5\u4e86\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"171\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72477-1024x171.png\" alt=\"\" class=\"wp-image-2009\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72477-1024x171.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72477-300x50.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72477-768x128.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72477.png 1044w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Ok\uff0c\u6211\u4eec\u521a\u521a\u90e8\u7f72\u7684\u672c\u5730DeepSeek\u6a21\u578b\u5df2\u7ecf\u80fd\u5bf9\u63d0\u95ee\u505a\u51fa\u6b63\u786e\u54cd\u5e94\uff0c\u5230\u6b64\u672c\u5730\u6a21\u578b\u52a0\u8f7d\u5b8c\u6bd5\u3002<\/p>\n\n\n\n<p>\u4f46\u662f\u6a21\u578b\u53ea\u662f\u5728\u540e\u53f0\u8fd0\u884c\uff0c\u8ddf\u5b83\u5bf9\u8bdd\u53ea\u80fd\u5728\u547d\u4ee4\u7a97\u53e3\u8fdb\u884c\uff0c\u663e\u7136\u662f\u5f88\u4e0d\u65b9\u4fbf\u7684\uff0c\u800c\u4e14\u9664\u4e86\u672c\u673a\uff0c\u5176\u4ed6\u4eba\u4e5f\u65e0\u6cd5\u4f7f\u7528\uff0c\u56e0\u6b64\u6211\u4eec\u9700\u8981\u5229\u7528\u4e00\u4e2a\u524d\u53f0\u5de5\u5177\u6765\u8c03\u7528\u5b83\uff0c\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u4f7f\u7528\u4f53\u9a8c\u548c\u66f4\u591a\u529f\u80fd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff08\u56db\uff09<\/strong><strong>\u5b89\u88c5<\/strong><strong>MaxKB<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>MaxKB\u662f\u676d\u5dde\u98de\u81f4\u4e91\u4fe1\u606f\u79d1\u6280\u6709\u9650\u516c\u53f8\u65d7\u4e0b\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u548c RAG \u7684\u5f00\u6e90\u77e5\u8bc6\u5e93\u95ee\u7b54\u7cfb\u7edf\u3002\u5177\u6709\u4ee5\u4e0b\u7279\u70b9\uff1a<\/p>\n\n\n\n<p><strong>\u5f00\u7bb1\u5373\u7528<\/strong>\uff1a\u652f\u6301\u76f4\u63a5\u4e0a\u4f20\u6587\u6863\u3001\u81ea\u52a8\u722c\u53d6\u5728\u7ebf\u6587\u6863\uff0c\u652f\u6301\u6587\u672c\u81ea\u52a8\u62c6\u5206\u3001\u5411\u91cf\u5316\uff0c\u667a\u80fd\u95ee\u7b54\u4ea4\u4e92\u4f53\u9a8c\u597d\u3002<\/p>\n\n\n\n<p><strong>\u65e0\u7f1d\u5d4c\u5165<\/strong>\uff1a\u652f\u6301\u96f6\u7f16\u7801\u5feb\u901f\u5d4c\u5165\u5230\u7b2c\u4e09\u65b9\u4e1a\u52a1\u7cfb\u7edf\uff0c\u8ba9\u5df2\u6709\u7cfb\u7edf\u5feb\u901f\u62e5\u6709\u667a\u80fd\u95ee\u7b54\u80fd\u529b\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u4e2d\u7acb<\/strong>\uff1a\u652f\u6301\u5bf9\u63a5\u5404\u79cd\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5305\u62ec\u672c\u5730\u79c1\u6709\u5927\u6a21\u578b\uff08Llama 3 \/ Qwen 2 \u7b49\uff09\u3001\u56fd\u5185\u516c\u5171\u5927\u6a21\u578b\uff08\u901a\u4e49\u5343\u95ee \/ \u817e\u8baf\u6df7\u5143 \/ \u5b57\u8282\u8c46\u5305 \/ \u667a\u8c31 AI \/ \u767e\u5ea6\u5343\u5e06 \/ Kimi \/ DeepSeek \u7b49\uff09\u548c\u56fd\u5916\u516c\u5171\u5927\u6a21\u578b\uff08OpenAI \/Gemini \u7b49\uff09\u3002<\/p>\n\n\n\n<p><strong>\u7075\u6d3b\u7f16\u6392<\/strong>\uff1a\u5185\u7f6e\u5de5\u4f5c\u6d41\u5f15\u64ce\u548c\u51fd\u6570\u5e93\uff0c\u652f\u6301\u7f16\u6392 AI \u5de5\u4f5c\u8fc7\u7a0b\uff0c\u6ee1\u8db3\u590d\u6742\u4e1a\u52a1\u573a\u666f\u4e0b\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u76ee\u7684\u5c31\u662f\u8981\u7528\u8fd9\u4e2a\u77e5\u8bc6\u5e93\u95ee\u7b54\u7cfb\u7edf\u53bb\u8c03\u7528\u540e\u53f0\u7684DeepSeek\u5927\u6a21\u578b\uff0c\u9996\u5148\u8981\u505a\u7684\u5c31\u662f\u5b89\u88c5\u90e8\u7f72\u5b83\uff0c\u6700\u7b80\u5355\u7684\u5f00\u7bb1\u5373\u7528\u65b9\u6cd5\u5c31\u662f\u901a\u8fc7\u5bb9\u5668\u90e8\u7f72\u3002\u5728\u51c6\u5907\u9636\u6bb5\u6211\u4eec\u5df2\u7ecf\u914d\u7f6e\u597d\u4e86Docker\u73af\u5883\uff0c\u73b0\u5728\u53ea\u9700\u8981\u5728\u5bb9\u5668\u4e2d\u4e0b\u8f7d\u5e76\u8fd0\u884c\u5b83\u3002<\/p>\n\n\n\n<p>1.\u6253\u5f00docker desktop\uff0c\u8fdb\u5165\u4e3b\u754c\u9762\uff0c\u70b9\u51fb\u6700\u4e0a\u65b9\u7684\u641c\u7d22\u680f\uff0c\u5728\u5f39\u51fa\u7684\u641c\u7d22\u6846\u8f93\u5165maxkb\uff0c\u4e0b\u9762\u4f1a\u641c\u7d22\u51fa\u5f88\u591a\u5173\u4e8emaxkb\u7684\u5bb9\u5668\uff0c\u6211\u4eec\u9009\u62e9\u7b2c\u4e00\u4e2a\uff1a1panel\/maxkb&nbsp;\uff0c\u7136\u540e\u70b9\u51fbPull\uff0c\u5f00\u59cb\u62c9\u53d6\u5bb9\u5668\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"604\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72478-1024x604.png\" alt=\"\" class=\"wp-image-2010\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72478-1024x604.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72478-300x177.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72478-768x453.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72478.png 1404w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5f53\u5bb9\u5668\u62c9\u53d6\u5b8c\u6bd5\u540e\uff0c\u5728images\u9875\u9762\u5c31\u4f1a\u770b\u5230\u521a\u521a\u4e0b\u8f7d\u7684\u5bb9\u5668\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"606\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72479-1024x606.png\" alt=\"\" class=\"wp-image-2011\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72479-1024x606.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72479-300x178.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72479-768x455.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u72479.png 1402w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>2.\u542f\u52a8maxkb\uff0c\u6211\u4eec\u8fd8\u662f\u5728\u547d\u4ee4\u7a97\u53e3\u4e0b\u8f93\u5165\u547d\u4ee4\u884c<\/p>\n\n\n\n<p>docker run -d &#8211;name=maxkb -p 8080:8080 -v&nbsp;C:\\\\dockervolume\\\\maxkb:\/var\/lib\/postgresql\/data 1panel\/maxkb<\/p>\n\n\n\n<p>\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\uff0c\u56e0\u4e3a\u8fd9\u4e2amaxkb\u955c\u50cf\u4f9d\u8d56postgresql\u6570\u636e\u5e93\uff0c\u5b83\u901a\u8fc7\u6302\u8f7d\u6587\u4ef6\u5377\u7684\u5f62\u5f0f\u4fdd\u5b58\u6570\u636e\u5e93\u6587\u4ef6\uff0c\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5728\u6267\u884c\u8fd9\u6761\u547d\u4ee4\u524d\u5728windows\u67d0\u4e2a\u4f4d\u7f6e\u521b\u5efa\u9700\u8981\u6302\u8f7d\u7684\u6587\u4ef6\u76ee\u5f55\uff0c\u8fd9\u91cc\u6211\u662f\u5728C:\\dockervolume\\maxkb\uff0c\u5982\u679c\u4f60\u7684C\u76d8\u4e0d\u591f\u5927\uff0c\u4e5f\u53ef\u4ee5\u5728\u5176\u4ed6\u76d8\u521b\u5efa\uff0c\u53ea\u8981\u5728\u547d\u4ee4\u884c\u4e2d\u5bf9\u5e94\u76f8\u5e94\u7684\u76ee\u5f55\u5c31\u884c\u3002<\/p>\n\n\n\n<p>\u4e0b\u9762\u6267\u884c\u4ee5\u4e0a\u542f\u52a8\u547d\u4ee4\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"27\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724710-1024x27.png\" alt=\"\" class=\"wp-image-2012\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724710-1024x27.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724710-300x8.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724710-768x20.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724710.png 1104w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd0\u884c\u7ed3\u675f\u540e\uff0c\u67e5\u770bC:\\dockervolume\\maxkb\u76ee\u5f55\u4e0b\u662f\u5426\u751f\u6210\u4e86\u6570\u636e\u5e93\u6587\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"896\" height=\"583\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724711.png\" alt=\"\" class=\"wp-image-2013\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724711.png 896w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724711-300x195.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724711-768x500.png 768w\" sizes=\"auto, (max-width: 896px) 100vw, 896px\" \/><\/figure>\n\n\n\n<p>\u540c\u65f6\u5728 docker \u684c\u9762\u5ba2\u6237\u7aef\u53ef\u67e5\u770b\u5230\u5bb9\u5668\u662f\u5426\u5f00\u59cb\u8fd0\u884c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"604\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724712-1024x604.png\" alt=\"\" class=\"wp-image-2014\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724712-1024x604.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724712-300x177.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724712-768x453.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724712.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7b49\u5f85maxkb\u542f\u52a8\u5b8c\u6210\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u5730\u5740\u680f\u8f93\u5165http:\/\/127.0.0.1:8080 \uff0c\u8fdb\u5165\u767b\u5f55\u9875\u9762\u4e86\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"662\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724713-1024x662.png\" alt=\"\" class=\"wp-image-2015\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724713-1024x662.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724713-300x194.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724713-768x497.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724713.png 1299w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8f93\u5165\u9ed8\u8ba4\u8d26\u53f7\u548c\u5bc6\u7801<\/p>\n\n\n\n<p>\u7528\u6237\u540d\uff1aadmin \u9ed8\u8ba4\u5bc6\u7801\uff1aMaxKB@123..<\/p>\n\n\n\n<p>\u767b\u5f55\u5b8c\u6210\u540e\u4f1a\u63d0\u793a\u4fee\u6539\u5bc6\u7801\uff0c\u6211\u4eec\u4fee\u6539\u4e00\u4e0b\u5bc6\u7801\u5c31\u80fd\u8fdb\u5165\u7ba1\u7406\u4e3b\u754c\u9762\u4e86\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"560\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724714-1024x560.png\" alt=\"\" class=\"wp-image-2016\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724714-1024x560.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724714-300x164.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724714-768x420.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724714-1536x840.png 1536w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724714-2048x1119.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff08\u4e94\uff09\u5c06\u672c\u5730\u5927\u6a21\u578b\u4e0e<\/strong><strong>maxkb<\/strong><strong>\u5173\u8054<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u5728maxkb\u7ba1\u7406\u754c\u9762\u4e2d\uff1a\u7cfb\u7edf\u8bbe\u7f6e-\u6a21\u578b\u8bbe\u7f6e-\u6dfb\u52a0\u6a21\u578b\uff0c\u9009\u62e9ollama<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"612\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724715-1024x612.png\" alt=\"\" class=\"wp-image-2017\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724715-1024x612.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724715-300x179.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724715-768x459.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724715.png 1428w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u53c2\u8003\u4ee5\u4e0a\u586b\u5199\u6a21\u578b\u914d\u7f6e\uff0c\u5176\u4e2d API \u5730\u5740\u56e0\u4e3a\u6211\u672c\u5730\u7535\u8111IP \u662f192.168.31.12&nbsp;&nbsp;\u53e6\u5916\u5f00\u542f\u4e86\u8fdc\u7a0bip &nbsp;\u8bbf\u95ee\uff0c\u6240\u4ee5\u5bb9\u5668\u662f\u53ef\u4ee5\u8bbf\u95ee\u6211\u672c\u5730ollama\u670d\u52a1\uff0c\u8fd9\u4e2a\u5730\u65b9\u7a0d\u5fae\u6ce8\u610f\u4e00\u4e0b\uff0capi key\u968f\u4fbf\u586b\uff0c\u5176\u4ed6\u5730\u65b9\u90fd\u6bd4\u8f83\u7b80\u5355\u3002\u914d\u7f6e\u597d\u540e\u70b9\u51fb\u6dfb\u52a0\u6309\u94ae\u5b8c\u6210\u8bbe\u7f6e\uff0c\u5b8c\u6210\u6a21\u578b\u6dfb\u52a0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"300\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724716-1024x300.png\" alt=\"\" class=\"wp-image-2018\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724716-1024x300.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724716-300x88.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724716-768x225.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724716.png 1406w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728\u8fd9\u4e2a\u5730\u65b9\u6211\u4eec\u8fd8\u53ef\u4ee5\u6dfb\u52a0\u5f88\u591a\u6a21\u578b\uff0c\u6bd4\u5982deepseek\u5b98\u65b9\u7684\u6a21\u578b\uff0c\u5b57\u8282\u8df3\u52a8\u7684\u706b\u5c71\u5f15\u64ce\u7b49\uff0c\u4e5f\u5305\u62ec\u5404\u79cd\u8bed\u97f3\u6a21\u578b\u548c\u56fe\u50cf\u6a21\u578b\u7b49\uff0c\u65b9\u6cd5\u7c7b\u4f3c\uff0c\u53ea\u8981\u83b7\u53d6\u5230\u76f8\u5e94\u53c2\u6570\u90fd\u53ef\u4ee5\u6dfb\u52a0\u3002<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff08\u516d\uff09\u521b\u5efa\u5e94\u7528<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>1. \u63a5\u4e0b\u6765\u6211\u4eec\u8981\u521b\u5efa\u4e00\u4e2a\u5e94\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"425\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724717-1024x425.png\" alt=\"\" class=\"wp-image-2019\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724717-1024x425.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724717-300x125.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724717-768x319.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724717.png 1421w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"598\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724718-1024x598.png\" alt=\"\" class=\"wp-image-2020\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724718-1024x598.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724718-300x175.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724718-768x449.png 768w, 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srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724720-1024x268.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724720-300x78.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724720-768x201.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724720.png 1396w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"698\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724721-1024x698.png\" alt=\"\" class=\"wp-image-2023\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724721-1024x698.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724721-300x205.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724721-768x524.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724721.png 1318w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u6837\u6211\u4eec\u5728\u6d4f\u89c8\u5668\u91cc\u9762\u5c31\u80fd\u8f7b\u677e\u8bbf\u95ee\u5230\u672c\u5730\u90e8\u7f72\u7684DeepSeek\u5927\u6a21\u578b\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uff08<\/strong><strong>\u4e03<\/strong><strong>\uff09<\/strong><strong>\u6dfb\u52a0\u77e5\u8bc6\u5e93<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u672c\u5730\u6a21\u578b\u5df2\u7ecf\u57fa\u672c\u90e8\u7f72\u5b8c\u6bd5\uff0c\u7531\u4e8e\u662f\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff0c\u5df2\u7ecf\u5177\u6709\u4e86\u76f8\u5f53\u7684\u77e5\u8bc6\u50a8\u5907\uff0c\u53ef\u4ee5\u56de\u7b54\u4e0d\u5c11\u95ee\u9898\uff0c\u4e5f\u80fd\u5e2e\u6211\u4eec\u63a8\u7406\u8ba1\u7b97\u7b49\u3002\u4f46\u662f\u5b83\u8fd8\u65e0\u6cd5\u56de\u7b54\u4e00\u4e9b\u6bd4\u8f83\u79c1\u4eba\u7684\u95ee\u9898\uff0c\u56e0\u4e3a\u8fd9\u4e2aAI\u8fd8\u4e0d\u5177\u5907\u76f8\u5173\u7684\u77e5\u8bc6\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u8ba9\u4ed6\u5b66\u4e60\u6765\u638c\u63e1\uff0c\u8fd9\u662f\u4eba\u5de5\u667a\u80fd\u7684\u6838\u5fc3\u80fd\u529b\u3002\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u7528\u6dfb\u52a0\u77e5\u8bc6\u5e93\u7684\u65b9\u5f0f\u8ba9\u8fd9\u4e2a\u672c\u5730\u6a21\u578b\u8fdb\u4e00\u6b65\u5b66\u4e60\uff0c\u4ee5\u5b9e\u73b0\u6211\u4eec\u60f3\u8981\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"489\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724722-1024x489.png\" alt=\"\" class=\"wp-image-2024\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724722-1024x489.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724722-300x143.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724722-768x367.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724722.png 1410w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5207\u6362\u5230\u77e5\u8bc6\u5e93\u9762\u677f\uff0c\u70b9\u51fb\u521b\u5efa\u77e5\u8bc6\u5e93\uff0c\u521b\u5efa\u540e\u53ef\u4ee5\u4e0a\u4f20\u6587\u6863\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"357\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724723-1024x357.png\" alt=\"\" class=\"wp-image-2025\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724723-1024x357.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724723-300x104.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724723-768x267.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724723.png 1387w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"202\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724724-1024x202.png\" alt=\"\" class=\"wp-image-2026\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724724-1024x202.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724724-300x59.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724724-768x152.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724724.png 1138w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5f53\u6587\u4ef6\u72b6\u6001\u663e\u793a\u6210\u529f\uff0c\u8bf4\u660e\u6587\u6863\u5df2\u7ecf\u5411\u91cf\u5316\u5b8c\u6210\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"423\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724725-1024x423.png\" alt=\"\" class=\"wp-image-2027\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724725-1024x423.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724725-300x124.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724725-768x318.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724725.png 1410w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6211\u4eec\u56de\u5230\u5e94\u7528\u8bbe\u7f6e\u91cc\u9762\uff0c\u628a\u521a\u521a\u521b\u5efa\u7684\u77e5\u8bc6\u5e93\u8fdb\u884c\u5173\u8054\uff0c\u8ba9\u6211\u4eec\u6765\u6d4b\u8bd5\u4e00\u4e0b\u8fd9\u4e2aAI\u52a9\u624b\u5b66\u4f1a\u4e86\u6ca1\u6709\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"412\" src=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724726-1024x412.png\" alt=\"\" class=\"wp-image-2028\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724726-1024x412.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724726-300x121.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724726-768x309.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724726.png 1292w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u4e2a\u65f6\u5019\u5b83\u5df2\u7ecf\u80fd\u6839\u636e\u6211\u4eec\u77e5\u8bc6\u5e93\u63d0\u4f9b\u7684\u76f8\u5173\u4fe1\u606f\uff0c\u7ecf\u8fc7AI\u68c0\u7d22\u3001\u6574\u5408\u5206\u6790\u540e\uff0c\u91cd\u65b0\u7ec4\u7ec7\u8bed\u8a00\u8fdb\u884c\u4e86\u56de\u7b54\u3002<\/p>\n\n\n\n<p>Maxkb\u8fd8\u63d0\u4f9b\u4e86\u7b2c\u4e09\u65b9\u5d4c\u5165\u529f\u80fd\uff0c\u53ef\u4ee5\u4f9b\u5176\u4ed6\u5e73\u53f0\u8c03\u7528\uff0c\u4f8b\u5982\u6211\u628a\u5b83\u5d4c\u5165\u4e86\u6211\u7684\u4e2a\u4eba\u7f51\u7ad9\uff0c\u8fd9\u6837\u5c31\u80fd\u5728\u73b0\u6709\u5e94\u7528\u4e2d\u5feb\u901f\u96c6\u6210AI\u5927\u6a21\u578b\u529f\u80fd\uff0c\u63d0\u4f9b\u66f4\u597d\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image 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srcset=\"https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724728-1024x612.png 1024w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724728-300x179.png 300w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724728-768x459.png 768w, https:\/\/cd.ymingbo.cn\/wp-content\/uploads\/2025\/03\/\u56fe\u724728.png 1161w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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