{"id":12440,"date":"2026-05-15T23:46:06","date_gmt":"2026-05-15T15:46:06","guid":{"rendered":"https:\/\/www.taki.com.tw\/blog\/?p=12440"},"modified":"2026-05-16T00:47:34","modified_gmt":"2026-05-15T16:47:34","slug":"deepseek-local-deployment-ollama-open-webui","status":"publish","type":"post","link":"https:\/\/www.taki.com.tw\/blog\/deepseek-local-deployment-ollama-open-webui\/","title":{"rendered":"DeepSeek \u672c\u5730\u90e8\u7f72\u6559\u5b78\uff1aOllama + Open WebUI \u5feb\u901f\u67b6\u8a2d\u79c1\u6709 AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"12440\" class=\"elementor elementor-12440\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-36c3303 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"36c3303\" data-element_type=\"section\" data-e-type=\"section\" 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elementor-element elementor-element-52a4481 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"52a4481\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f77c312\" data-id=\"f77c312\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0c130dd elementor-widget elementor-widget-text-editor\" data-id=\"0c130dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"618\" data-end=\"699\">\u5982\u679c\u4f60\u60f3\u5728\u516c\u53f8\u5167\u90e8\u67b6\u8a2d\u4e00\u5957\u985e\u4f3c ChatGPT \u7684\u79c1\u6709 AI \u7cfb\u7d71\uff0c<strong><span style=\"color: #3366ff;\">DeepSeek + Ollama + Open WebUI<\/span><\/strong> \u662f\u76ee\u524d\u5f88\u9069\u5408\u5165\u9580\u7684\u7d44\u5408\u3002<\/p><p data-start=\"701\" data-end=\"934\">DeepSeek-R1 \u662f\u958b\u6e90\u63a8\u7406\u6a21\u578b\u5bb6\u65cf\uff0cOllama \u53ef\u4ee5\u8b93\u4f60\u7528\u7c21\u55ae\u6307\u4ee4\u5728\u672c\u6a5f\u6216\u4f3a\u670d\u5668\u4e0a\u57f7\u884c\u6a21\u578b\uff0c\u800c Open WebUI \u5247\u63d0\u4f9b\u985e\u4f3c ChatGPT \u7684\u7db2\u9801\u4ecb\u9762\uff0c\u8b93\u975e\u5de5\u7a0b\u5e2b\u4e5f\u80fd\u900f\u904e\u700f\u89bd\u5668\u4f7f\u7528\u672c\u5730 AI\u3002Ollama \u5b98\u65b9\u76ee\u524d\u63d0\u4f9b DeepSeek-R1 \u7684\u591a\u7a2e\u6a21\u578b\u5c3a\u5bf8\uff0c\u4f8b\u5982 1.5B\u30017B\u30018B\u300114B\u300132B\u300170B \u8207 671B\uff0c\u9069\u5408\u5f9e\u500b\u4eba\u6e2c\u8a66\u5230\u4f01\u696d GPU \u4e3b\u6a5f\u90e8\u7f72\u7b49\u4e0d\u540c\u5834\u666f\u3002<\/p><p data-start=\"936\" data-end=\"1048\">\u5c0d\u4f01\u696d\u4f86\u8aaa\uff0c\u672c\u5730\u90e8\u7f72 DeepSeek \u6700\u5927\u50f9\u503c\u4e0d\u662f\u300c\u7701 API \u8cbb\u7528\u300d\u800c\u5df2\uff0c\u800c\u662f\u53ef\u4ee5\u628a\u8cc7\u6599\u3001SOP\u3001\u5ba2\u670d FAQ\u3001\u6280\u8853\u6587\u4ef6\u3001\u7522\u54c1\u898f\u683c\u8207\u5167\u90e8\u77e5\u8b58\u5eab\u7559\u5728\u81ea\u5df1\u7684\u4e3b\u6a5f\u74b0\u5883\u4e2d\uff0c\u964d\u4f4e\u8cc7\u6599\u5916\u6d41\u98a8\u96aa\uff0c\u4e26\u5efa\u7acb\u53ef\u63a7\u3001\u53ef\u64f4\u5145\u7684\u79c1\u6709 AI \u67b6\u69cb\u3002<\/p><p data-start=\"936\" data-end=\"1048\">\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da7b99c elementor-widget elementor-widget-heading\" data-id=\"da7b99c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e00\u53e5\u8a71\u91cd\u9ede<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4028f19 elementor-widget elementor-widget-text-editor\" data-id=\"4028f19\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #3366ff;\"><strong data-start=\"1065\" data-end=\"1082\">DeepSeek \u672c\u5730\u90e8\u7f72 <\/strong><\/span>\u5c31\u662f\u628a DeepSeek \u6a21\u578b\u5b89\u88dd\u5728\u81ea\u5df1\u7684\u96fb\u8166\u3001\u5de5\u4f5c\u7ad9\u6216 GPU \u4f3a\u670d\u5668\u4e0a\uff0c\u900f\u904e Ollama \u57f7\u884c\u6a21\u578b\uff0c\u518d\u7528 Open WebUI \u63d0\u4f9b\u700f\u89bd\u5668\u804a\u5929\u4ecb\u9762\uff0c\u8b93\u4f01\u696d\u53ef\u4ee5\u5728\u4e0d\u4f9d\u8cf4\u5916\u90e8 API \u7684\u60c5\u6cc1\u4e0b\u5efa\u7acb\u79c1\u6709 AI \u52a9\u7406\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec40801 elementor-widget elementor-widget-heading\" data-id=\"ec40801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DeepSeek\u3001Ollama\u3001Open WebUI \u5206\u5225\u662f\u4ec0\u9ebc\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5905cd elementor-widget elementor-widget-jet-table\" data-id=\"e5905cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-297a66e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5de5\u5177<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-e11dd69 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u89d2\u8272<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-eb76bc2 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e3b\u8981\u7528\u9014<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-e2af8aa\"><td class=\"jet-table__cell elementor-repeater-item-e3eefe3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">DeepSeek<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-cb01fbf jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">AI \u6a21\u578b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-03b65c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8ca0\u8cac\u56de\u7b54\u554f\u984c\u3001\u63a8\u7406\u3001\u5beb\u7a0b\u5f0f\u3001\u6458\u8981\u3001\u5206\u6790\u6587\u4ef6<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-46cd868\"><td class=\"jet-table__cell elementor-repeater-item-e466dff jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Ollama<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5c046b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b\u57f7\u884c\u5de5\u5177<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-ade43f5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8ca0\u8cac\u4e0b\u8f09\u3001\u7ba1\u7406\u8207\u57f7\u884c\u672c\u5730 LLM<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-22a9b8e\"><td class=\"jet-table__cell elementor-repeater-item-c2d6ae0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Open WebUI<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8d06493 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7db2\u9801\u804a\u5929\u4ecb\u9762<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-2d8bec0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u63d0\u4f9b\u985e\u4f3c ChatGPT \u7684\u64cd\u4f5c\u756b\u9762\uff0c\u65b9\u4fbf\u4e00\u822c\u4f7f\u7528\u8005\u4f7f\u7528<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0d95c1c\"><td class=\"jet-table__cell elementor-repeater-item-cb895c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">GPU \u4e3b\u6a5f<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-f007485 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u904b\u7b97\u57fa\u790e\u8a2d\u65bd<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-07bbc06 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u63d0\u4f9b\u6a21\u578b\u63a8\u8ad6\u6240\u9700\u7684 VRAM\u3001\u7b97\u529b\u8207\u7a69\u5b9a\u6027<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94c7b40 elementor-widget elementor-widget-text-editor\" data-id=\"94c7b40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ollama \u7684\u5b98\u65b9\u5b89\u88dd\u65b9\u5f0f\u975e\u5e38\u7c21\u55ae\uff0cLinux \u4e0a\u53ef\u900f\u904e\u4e00\u884c\u6307\u4ee4\u5b89\u88dd\uff1bOpen WebUI \u5b98\u65b9\u5247\u63d0\u4f9b Docker\u3001Docker Compose\u3001pip\u3001uv \u7b49\u591a\u7a2e\u90e8\u7f72\u65b9\u5f0f\uff0c\u5176\u4e2d Docker \u662f\u4f01\u696d\u90e8\u7f72\u6700\u5bb9\u6613\u6a19\u6e96\u5316\u8207\u7dad\u8b77\u7684\u65b9\u5f0f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b25907 elementor-widget elementor-widget-heading\" data-id=\"0b25907\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u70ba\u4ec0\u9ebc\u4f01\u696d\u6703\u60f3\u672c\u5730\u90e8\u7f72 DeepSeek\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e86077a elementor-widget elementor-widget-text-editor\" data-id=\"e86077a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1640\" data-end=\"1710\">\u5f88\u591a\u4f01\u696d\u4e00\u958b\u59cb\u4f7f\u7528 ChatGPT\u3001Gemini \u6216 Claude\uff0c\u662f\u56e0\u70ba\u65b9\u4fbf\u3001\u5feb\u901f\u3001\u6548\u679c\u597d\u3002\u4f46\u7576 AI \u958b\u59cb\u78b0\u5230\u5167\u90e8\u8cc7\u6599\u6642\uff0c\u554f\u984c\u5c31\u6703\u51fa\u73fe\uff1a<\/p><ol data-start=\"1712\" data-end=\"1870\"><li data-section-id=\"1l5tusl\" data-start=\"1712\" data-end=\"1742\">\u516c\u53f8\u7684 SOP\u3001\u5831\u50f9\u908f\u8f2f\u3001\u5ba2\u670d\u7d00\u9304\u80fd\u4e0d\u80fd\u4e1f\u5230\u5916\u90e8\u5e73\u53f0\uff1f<\/li><li data-section-id=\"1s7i3uq\" data-start=\"1743\" data-end=\"1771\">\u6280\u8853\u6587\u4ef6\u3001\u5408\u7d04\u3001ERP \u532f\u51fa\u8cc7\u6599\u662f\u5426\u6d89\u53ca\u71df\u696d\u79d8\u5bc6\uff1f<\/li><li data-section-id=\"1c44ooa\" data-start=\"1772\" data-end=\"1795\">\u4f7f\u7528\u91cf\u589e\u52a0\u5f8c\uff0cAPI \u6210\u672c\u662f\u5426\u96e3\u4ee5\u9810\u4f30\uff1f<\/li><li data-section-id=\"cle7vb\" data-start=\"1796\" data-end=\"1839\">\u662f\u5426\u9700\u8981\u8b93 AI \u9577\u671f\u63a5\u5167\u90e8\u7cfb\u7d71\uff0c\u4f8b\u5982 RAG\u3001ERP\u3001CRM\u3001NAS\u3001\u6587\u4ef6\u5eab\uff1f<\/li><li data-section-id=\"10sraxu\" data-start=\"1840\" data-end=\"1870\">\u662f\u5426\u9700\u8981\u63a7\u5236\u6a21\u578b\u7248\u672c\u3001\u8cc7\u6599\u5132\u5b58\u4f4d\u7f6e\u3001\u6b0a\u9650\u8207\u4f7f\u7528\u8005\u5e33\u865f\uff1f<\/li><\/ol><p data-start=\"1872\" data-end=\"1963\">\u672c\u5730\u90e8\u7f72 DeepSeek \u7684\u6838\u5fc3\u50f9\u503c\uff0c\u5c31\u662f\u628a AI \u5f9e\u300c\u5916\u90e8\u5de5\u5177\u300d\u8b8a\u6210\u300c\u4f01\u696d\u5167\u90e8\u7cfb\u7d71\u300d\u3002\u5b83\u4e0d\u4e00\u5b9a\u53d6\u4ee3\u6240\u6709\u96f2\u7aef AI\uff0c\u4f46\u5f88\u9069\u5408\u7528\u5728\u8cc7\u6599\u654f\u611f\u3001\u9700\u8981\u56fa\u5b9a\u6210\u672c\u3001\u9700\u8981\u9577\u671f\u6574\u5408\u5167\u90e8\u8cc7\u6599\u7684\u5834\u666f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b46a2a1 elementor-widget elementor-widget-heading\" data-id=\"b46a2a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DeepSeek \u672c\u5730\u90e8\u7f72\u9069\u5408\u54ea\u4e9b\u61c9\u7528\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7865c8e elementor-widget elementor-widget-jet-table\" data-id=\"7865c8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-297a66e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u61c9\u7528\u5834\u666f<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-e11dd69 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408\u7a0b\u5ea6<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-eb76bc2 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8aaa\u660e<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-e2af8aa\"><td class=\"jet-table__cell elementor-repeater-item-e3eefe3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5167\u90e8 SOP \u67e5\u8a62<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-cb01fbf jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-03b65c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u54e1\u5de5\u53ef\u4ee5\u76f4\u63a5\u554f\u6d41\u7a0b\u3001\u898f\u7bc4\u3001\u64cd\u4f5c\u6b65\u9a5f<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-46cd868\"><td class=\"jet-table__cell elementor-repeater-item-e466dff jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6280\u8853\u6587\u4ef6\u554f\u7b54<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5c046b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-ade43f5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408 IT\u3001\u5de5\u7a0b\u3001\u7dad\u904b\u3001\u5ba2\u670d\u5718\u968a<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-22a9b8e\"><td class=\"jet-table__cell elementor-repeater-item-c2d6ae0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5ba2\u670d FAQ \u52a9\u7406<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8d06493 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-2d8bec0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u5148\u8b93 AI \u7522\u751f\u8349\u7a3f\uff0c\u518d\u7531\u5ba2\u670d\u78ba\u8a8d<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0d95c1c\"><td class=\"jet-table__cell elementor-repeater-item-cb895c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7a0b\u5f0f\u78bc\u8f14\u52a9<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-f007485 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-07bbc06 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">DeepSeek \u5c0d\u7a0b\u5f0f\u78bc\u8207\u63a8\u7406\u4efb\u52d9\u8868\u73fe\u4e0d\u932f<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b841f9\"><td class=\"jet-table__cell elementor-repeater-item-115482d jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6587\u4ef6\u6458\u8981\u8207\u7ffb\u8b6f<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a40eb58 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-7850d8c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u8655\u7406\u5408\u7d04\u3001\u6703\u8b70\u7d00\u9304\u3001\u7522\u54c1\u6587\u4ef6<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0648501\"><td class=\"jet-table__cell elementor-repeater-item-0e19e85 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">ERP \/ Excel \u8cc7\u6599\u5206\u6790<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-86180fc jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e2d\u9ad8<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8256e56 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7d50\u69cb\u5316\u8cc7\u6599\u5efa\u8b70\u642d\u914d SQL\uff0c\u4e0d\u5efa\u8b70\u53ea\u4e1f\u5411\u91cf\u8cc7\u6599\u5eab<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-66b824b\"><td class=\"jet-table__cell elementor-repeater-item-34f7ff7 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8\u4f75\u767c\u5546\u7528 API<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e17465 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8996\u786c\u9ad4\u800c\u5b9a<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a63c0db jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9700\u8981\u66f4\u9ad8\u968e GPU\u3001\u4f75\u767c\u63a7\u7ba1\u8207\u63a8\u8ad6\u6846\u67b6<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-7848b39\"><td class=\"jet-table__cell elementor-repeater-item-9dabd14 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8d85\u5927\u578b\u6a21\u578b\u6b63\u5f0f\u670d\u52d9<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-584c567 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8\u6210\u672c<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-babd785 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">70B \u4ee5\u4e0a\u6a21\u578b\u901a\u5e38\u9700\u8981\u591a GPU \u6216\u9ad8 VRAM \u4e3b\u6a5f<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0530f8f elementor-widget elementor-widget-heading\" data-id=\"0530f8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5efa\u8b70\u90e8\u7f72\u67b6\u69cb<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a4a56c elementor-widget elementor-widget-text-editor\" data-id=\"9a4a56c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f01\u696d\u6b63\u5f0f\u90e8\u7f72\u6642\uff0c\u4e0d\u5efa\u8b70\u628a Ollama API \u76f4\u63a5\u66b4\u9732\u5728\u516c\u7db2\u3002\u6bd4\u8f03\u5b89\u5168\u7684\u67b6\u69cb\u5982\u4e0b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b78d32 elementor-widget elementor-widget-image\" data-id=\"2b78d32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1000\" height=\"545\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-open-webui-deepseek-gpu-architecture.jpg\" class=\"attachment-full size-full wp-image-12448\" alt=\"Ollama\u3001Open WebUI\u3001DeepSeek \u8207 NVIDIA GPU \u4e3b\u6a5f\u7d44\u6210\u7684\u4f01\u696d\u79c1\u6709\u5316 AI \u4f3a\u670d\u5668\u67b6\u69cb\u5716\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-open-webui-deepseek-gpu-architecture.jpg.webp 1000w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-open-webui-deepseek-gpu-architecture-300x164.jpg.webp 300w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-open-webui-deepseek-gpu-architecture-768x419.jpg.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" title=\"Ollama + Open WebUI + DeepSeek \u4f01\u696d\u79c1\u6709\u5316 AI \u4f3a\u670d\u5668\u67b6\u69cb\u5716 - TAKI\u5b98\u65b9\u90e8\u843d\u683c\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b44b6f elementor-widget elementor-widget-text-editor\" data-id=\"2b44b6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Open WebUI \u5b98\u65b9\u6587\u4ef6\u4e5f\u63d0\u9192\uff0cWebSocket \u652f\u63f4\u662f\u5fc5\u8981\u689d\u4ef6\uff1b\u5982\u679c\u524d\u9762\u6709 Nginx\u3001Cloudflare\u3001\u4f01\u696d\u9632\u706b\u7246\u6216 Load Balancer\uff0c\u9700\u8981\u78ba\u8a8d WebSocket \u4e0d\u6703\u88ab\u963b\u64cb\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef7faad elementor-widget elementor-widget-heading\" data-id=\"ef7faad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u90e8\u7f72\u524d\u786c\u9ad4\u5efa\u8b70<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c44e1f elementor-widget elementor-widget-text-editor\" data-id=\"8c44e1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>DeepSeek \u6a21\u578b\u5c3a\u5bf8\u8d8a\u5927\uff0c\u9700\u8981\u7684 VRAM\u3001RAM\u3001\u78c1\u789f\u7a7a\u9593\u8207\u6563\u71b1\u80fd\u529b\u5c31\u8d8a\u9ad8\u3002\u4ee5\u4e0b\u662f\u5be6\u52d9\u5efa\u8b70\uff0c\u4e0d\u662f\u7d55\u5c0d\u898f\u683c\uff0c\u6b63\u5f0f\u90e8\u7f72\u4ecd\u9700\u4f9d\u7167\u4f7f\u7528\u4eba\u6578\u3001\u4e0a\u4e0b\u6587\u9577\u5ea6\u3001\u4f75\u767c\u91cf\u8207\u6a21\u578b\u91cf\u5316\u683c\u5f0f\u8a55\u4f30\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2759d4 elementor-widget elementor-widget-jet-table\" data-id=\"f2759d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-297a66e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-e11dd69 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408\u7528\u9014<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-eb76bc2 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70\u786c\u9ad4\u65b9\u5411<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-e2af8aa\"><td class=\"jet-table__cell elementor-repeater-item-e3eefe3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">deepseek-r1:1.5b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-cb01fbf jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6e2c\u8a66\u3001\u4f4e\u968e\u8a2d\u5099<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-03b65c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">CPU \u6216\u5c0f\u578b GPU \u53ef\u5617\u8a66<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-46cd868\"><td class=\"jet-table__cell elementor-repeater-item-e466dff jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">deepseek-r1:7b \/ 8b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5c046b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u500b\u4eba\u52a9\u7406\u3001\u5c0f\u578b\u5167\u90e8\u6e2c\u8a66<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-ade43f5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">8GB\uff5e16GB VRAM \u8f03\u7406\u60f3<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-22a9b8e\"><td class=\"jet-table__cell elementor-repeater-item-c2d6ae0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">deepseek-r1:14b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8d06493 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5c0f\u5718\u968a\u3001\u6587\u4ef6\u6458\u8981\u3001\u4e00\u822c\u554f\u7b54<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-2d8bec0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">16GB\uff5e24GB VRAM \u8f03\u7a69<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0d95c1c\"><td class=\"jet-table__cell elementor-repeater-item-cb895c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">deepseek-r1:32b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-f007485 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8f03\u597d\u7684\u63a8\u7406\u8207\u7a0b\u5f0f\u78bc\u80fd\u529b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-07bbc06 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">24GB\uff5e48GB VRAM \u5efa\u8b70<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b841f9\"><td class=\"jet-table__cell elementor-repeater-item-115482d jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">deepseek-r1:70b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a40eb58 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f01\u696d\u7d1a\u63a8\u7406\u3001\u8f03\u9ad8\u54c1\u8cea\u56de\u7b54<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-7850d8c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70 48GB \u4ee5\u4e0a VRAM \u6216\u591a GPU<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0648501\"><td class=\"jet-table__cell elementor-repeater-item-0e19e85 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">deepseek-r1:671b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-86180fc jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5927\u578b\u6a21\u578b\u7814\u7a76 \/ \u9ad8\u968e\u90e8\u7f72<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8256e56 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u901a\u5e38\u9700\u8981\u8cc7\u6599\u4e2d\u5fc3\u7d1a\u591a GPU \u67b6\u69cb<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08d14e6 elementor-widget elementor-widget-text-editor\" data-id=\"08d14e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ollama \u5b98\u65b9\u9801\u9762\u986f\u793a\uff0cDeepSeek-R1 \u9810\u8a2d\u53ef\u76f4\u63a5\u7528 <code data-start=\"3220\" data-end=\"3244\">ollama run deepseek-r1<\/code> \u57f7\u884c\uff0c\u4e26\u63d0\u4f9b 8B\u300114B\u300132B\u300170B \u8207 671B \u7b49\u4e0d\u540c\u6a19\u7c64\u7248\u672c\uff1b\u5176\u4e2d 8B \u7248\u672c\u76ee\u524d\u5c0d\u5165\u9580\u90e8\u7f72\u6700\u53cb\u5584\u3002<\/p><blockquote><p><span style=\"color: #3366ff;\">\u5982\u679c\u53ea\u662f\u500b\u4eba\u6e2c\u8a66\uff0c\u53ef\u4ee5\u5148\u7528 Windows \u7248 Ollama<\/span><\/p><\/blockquote><p>\u5982\u679c\u4f60\u53ea\u662f\u60f3\u5728\u81ea\u5df1\u7684 Windows \u96fb\u8166\u4e0a\u6e2c\u8a66 DeepSeek\uff0c\u4e0d\u4e00\u5b9a\u4e00\u958b\u59cb\u5c31\u8981\u4f7f\u7528 Ubuntu\u3001Docker \u8207 Open WebUI\u3002\u4f60\u53ef\u4ee5\u5148\u5b89\u88dd Ollama Windows \u7248\uff0c\u518d\u7528\u6307\u4ee4\u57f7\u884c DeepSeek-R1 \u5c0f\u6a21\u578b\uff0c\u4f8b\u5982 deepseek-r1:7b \u6216 deepseek-r1:8b\u3002<\/p><p>\u9019\u7a2e\u65b9\u5f0f\u9069\u5408\u500b\u4eba\u6e2c\u8a66\u6a21\u578b\u6548\u679c\uff0c\u4f8b\u5982\uff1a<\/p><ul><li>\u6e2c\u8a66 DeepSeek \u56de\u7b54\u54c1<\/li><li>\u6e2c\u8a66\u7e41\u9ad4\u4e2d\u6587\u8868\u73fe<\/li><li>\u6e2c\u8a66\u7a0b\u5f0f\u78bc\u751f\u6210\u80fd\u529b<\/li><li>\u6e2c\u8a66\u6458\u8981\u3001\u7ffb\u8b6f\u3001\u5ba2\u670d FAQ \u8349\u7a3f<\/li><li>\u8a55\u4f30\u516c\u53f8\u662f\u5426\u503c\u5f97\u9032\u4e00\u6b65\u5c0e\u5165\u79c1\u6709 AI<\/li><\/ul><p>\u4e0d\u904e\uff0cWindows \u684c\u6a5f\u6216\u7b46\u96fb\u6bd4\u8f03\u9069\u5408\u300c\u500b\u4eba\u6e2c\u8a66\u300d\uff0c\u4e0d\u5efa\u8b70\u76f4\u63a5\u4f5c\u70ba\u4f01\u696d\u6b63\u5f0f\u670d\u52d9\u74b0\u5883\u3002\u539f\u56e0\u5305\u62ec\uff1a<\/p><ul><li>\u6b0a\u9650\u63a7\u7ba1\u8f03\u4e0d\u9069\u5408\u591a\u4eba\u5171\u7528<\/li><li>\u670d\u52d9\u7a69\u5b9a\u6027\u8207\u81ea\u52d5\u91cd\u555f\u9700\u8981\u984d\u5916\u8a2d\u5b9a<\/li><li>GPU Driver\u3001CUDA \u8207\u80cc\u666f\u7a0b\u5f0f\u5bb9\u6613\u4e92\u76f8\u5e72\u64fe<\/li><li>\u4e0d\u9069\u5408\u4f5c\u70ba\u9577\u671f\u5c0d\u5167\u670d\u52d9\u7684 AI \u4e3b\u6a5f<\/li><li>\u5f8c\u7e8c\u82e5\u8981\u4e32\u63a5 RAG\u3001API\u3001HTTPS \u8207\u5099\u4efd\uff0c\u7dad\u8b77\u6210\u672c\u6703\u8b8a\u9ad8<\/li><\/ul><p>\u7c21\u55ae\u4f86\u8aaa\uff0c\u5982\u679c\u53ea\u662f\u60f3\u5148\u770b\u770b DeepSeek \u80fd\u4e0d\u80fd\u7528\uff0c\u53ef\u4ee5\u5f9e Windows \u7248 Ollama \u958b\u59cb\uff1b\u5982\u679c\u8981\u8b93\u516c\u53f8\u5167\u90e8\u591a\u4eba\u7a69\u5b9a\u4f7f\u7528\uff0c\u5efa\u8b70\u6539\u7528 Linux GPU \u4e3b\u6a5f\u90e8\u7f72\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae1671a elementor-widget elementor-widget-heading\" data-id=\"ae1671a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f01\u696d\u90e8\u7f72\u5efa\u8b70\uff1a\u4e0d\u8981\u53ea\u770b\u300c\u80fd\u4e0d\u80fd\u8dd1\u300d<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-603b4ea elementor-widget elementor-widget-text-editor\" data-id=\"603b4ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5f88\u591a\u4eba\u6e2c\u8a66\u672c\u5730 LLM \u6642\uff0c\u53ea\u770b\u6a21\u578b\u80fd\u4e0d\u80fd\u555f\u52d5\uff0c\u4f46\u4f01\u696d\u5c0e\u5165\u66f4\u91cd\u8981\u7684\u662f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0cc359e elementor-widget elementor-widget-jet-table\" data-id=\"0cc359e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-297a66e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8a55\u4f30\u9805\u76ee<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-e11dd69 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u70ba\u4ec0\u9ebc\u91cd\u8981<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-e2af8aa\"><td class=\"jet-table__cell elementor-repeater-item-e3eefe3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">VRAM \u5bb9\u91cf<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-cb01fbf jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b\u662f\u5426\u80fd\u5b8c\u6574\u653e\u5165 GPU\uff0c\u6703\u5927\u5e45\u5f71\u97ff\u901f\u5ea6<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-46cd868\"><td class=\"jet-table__cell elementor-repeater-item-e466dff jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">GPU \u8a18\u61b6\u9ad4\u983b\u5bec<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5c046b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5f71\u97ff\u63a8\u8ad6\u541e\u5410\u91cf\u8207\u56de\u61c9\u901f\u5ea6<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-22a9b8e\"><td class=\"jet-table__cell elementor-repeater-item-c2d6ae0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7cfb\u7d71 RAM<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8d06493 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b\u8f09\u5165\u3001RAG\u3001\u5411\u91cf\u8cc7\u6599\u5eab\u3001\u6587\u4ef6\u8655\u7406\u90fd\u6703\u7528\u5230<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0d95c1c\"><td class=\"jet-table__cell elementor-repeater-item-cb895c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">NVMe SSD<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-f007485 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b\u6a94\u6848\u3001\u7d22\u5f15\u3001\u6587\u4ef6\u5eab\u9700\u8981\u9ad8\u901f\u8b80\u5beb<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b841f9\"><td class=\"jet-table__cell elementor-repeater-item-115482d jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7db2\u8def\u983b\u5bec<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a40eb58 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u591a\u4eba\u4f7f\u7528\u3001\u9060\u7aef\u64cd\u4f5c\u3001API \u4e32\u63a5\u90fd\u6703\u53d7\u5f71\u97ff<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0648501\"><td class=\"jet-table__cell elementor-repeater-item-0e19e85 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6563\u71b1\u8207\u96fb\u529b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-86180fc jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9577\u6642\u9593\u63a8\u8ad6\u6703\u8b93 GPU \u6301\u7e8c\u9ad8\u8ca0\u8f09<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-24b5324\"><td class=\"jet-table__cell elementor-repeater-item-d9a1766 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6b0a\u9650\u63a7\u7ba1<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9b4712b jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f01\u696d\u5167\u90e8\u4e00\u5b9a\u8981\u7ba1\u7406\u5e33\u865f\u3001\u89d2\u8272\u8207\u8cc7\u6599\u5b58\u53d6<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-19fceeb\"><td class=\"jet-table__cell elementor-repeater-item-583d658 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5099\u4efd\u8207\u66f4\u65b0<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-02546c7 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Open WebUI \u8cc7\u6599\u5eab\u3001\u6a21\u578b\u3001\u8a2d\u5b9a\u90fd\u9700\u8981\u7dad\u8b77<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c893d8 elementor-widget elementor-widget-text-editor\" data-id=\"1c893d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3699\" data-end=\"3761\">\u5982\u679c\u53ea\u662f\u6e2c\u8a66\uff0c\u53ef\u4ee5\u7528\u55ae\u5361 GPU \u6216\u5de5\u4f5c\u7ad9\uff1b\u5982\u679c\u8981\u8b93\u591a\u4f4d\u54e1\u5de5\u9577\u671f\u4f7f\u7528\uff0c\u5efa\u8b70\u76f4\u63a5\u898f\u5283 GPU \u5be6\u9ad4\u4e3b\u6a5f\u6216 GPU Cloud\u3002<\/p><p data-start=\"3763\" data-end=\"4074\"><strong data-start=\"3763\" data-end=\"3774\">\u5ef6\u4f38\u670d\u52d9\u5c0e\u6d41\uff1a<\/strong><br data-start=\"3774\" data-end=\"3777\" \/>\u5982\u679c\u4f60\u6b63\u5728\u8a55\u4f30\u4f01\u696d\u5167\u90e8 DeepSeek\u3001Ollama\u3001RAG \u6216 Open WebUI \u90e8\u7f72\uff0c\u53ef\u4ee5\u53c3\u8003 TAKI Cloud \u7684<span style=\"color: #3366ff;\"><strong> <a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-dedicated-server\/\" target=\"_blank\" rel=\"noopener\" data-start=\"3843\" data-end=\"3900\">GPU \u5be6\u9ad4\u4e3b\u6a5f<\/a><\/strong><\/span>\u3001<strong><span style=\"color: #3366ff;\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-service\/\" target=\"_blank\" rel=\"noopener\" data-start=\"3901\" data-end=\"3961\">GPU Server \u670d\u52d9<\/a><\/span><\/strong> \u8207 <strong><span style=\"color: #3366ff;\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-gpu-cloud-pricing\/\" target=\"_blank\" rel=\"noopener\" data-start=\"3964\" data-end=\"4048\">GPU Cloud \/ GPU Server \u50f9\u683c\u65b9\u6848<\/a><\/span><\/strong>\uff0c\u4f9d\u7167\u6a21\u578b\u5927\u5c0f\u3001\u4f7f\u7528\u4eba\u6578\u8207\u8cc7\u6599\u5b89\u5168\u9700\u6c42\u898f\u5283\u5408\u9069\u67b6\u69cb\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ac1ff1 elementor-widget elementor-widget-heading\" data-id=\"2ac1ff1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5b89\u88dd\u6559\u5b78\uff1aUbuntu + Docker + Ollama + Open WebUI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e756a8 elementor-widget elementor-widget-text-editor\" data-id=\"6e756a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4127\" data-end=\"4177\">\u4ee5\u4e0b\u793a\u7bc4\u4ee5 <strong><span style=\"color: #3366ff;\">Ubuntu 22.04 \/ 24.04 + NVIDIA GPU \u4e3b\u6a5f<\/span><\/strong> \u70ba\u4e3b\u3002<\/p><p data-start=\"4179\" data-end=\"4341\">Docker \u5b98\u65b9\u6587\u4ef6\u5217\u51fa Ubuntu 22.04 LTS \u8207 24.04 LTS \u90fd\u662f Docker Engine \u652f\u63f4\u7684\u7248\u672c\uff1b\u5982\u679c\u8981\u8b93 Docker \u5bb9\u5668\u4f7f\u7528 NVIDIA GPU\uff0c\u9084\u9700\u8981\u5b89\u88dd NVIDIA Container Toolkit\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d06dde elementor-widget elementor-widget-heading\" data-id=\"1d06dde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 1\uff1a\u78ba\u8a8d NVIDIA GPU \u662f\u5426\u6b63\u5e38<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f90b53 elementor-widget elementor-widget-text-editor\" data-id=\"8f90b53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5148\u78ba\u8a8d\u4e3b\u6a5f\u6709\u5075\u6e2c\u5230 GPU\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54f745c elementor-widget elementor-widget-code-highlight\" data-id=\"54f745c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52bddd0 elementor-widget elementor-widget-image\" data-id=\"52bddd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"788\" height=\"847\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server.jpg\" class=\"attachment-full size-full wp-image-12453\" alt=\"Terminal window displaying NVIDIA SMI status for multiple GPUs with temps, memory usage, and two Python processes running in .venv\/bin\/python\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server.jpg.webp 788w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server-279x300.jpg.webp 279w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server-768x826.jpg.webp 768w\" sizes=\"(max-width: 788px) 100vw, 788px\" title=\"RTX 5090 8 \u5361 GPU \u4e3b\u6a5f nvidia-smi \u72c0\u614b\u622a\u5716 - TAKI\u5b98\u65b9\u90e8\u843d\u683c\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-773ad53 elementor-widget elementor-widget-text-editor\" data-id=\"773ad53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4418\" data-end=\"4470\">\u6b63\u5e38\u60c5\u6cc1\u6703\u770b\u5230 GPU \u578b\u865f\u3001Driver Version\u3001CUDA Version\u3001\u986f\u5b58\u4f7f\u7528\u91cf\u7b49\u8cc7\u8a0a\u3002<\/p><p data-start=\"4472\" data-end=\"4477\">\u5982\u679c\u51fa\u73fe\uff1a<span style=\"color: #ff0000;\"><strong>command not found <\/strong><\/span>\u6216\u770b\u4e0d\u5230 GPU\uff0c\u4ee3\u8868 NVIDIA Driver \u5c1a\u672a\u5b89\u88dd\u6216\u5b89\u88dd\u7570\u5e38\uff0c\u61c9\u5148\u8655\u7406\u9a45\u52d5\u554f\u984c\uff0c\u518d\u90e8\u7f72 Ollama \u8207 Open WebUI\u3002<\/p><blockquote><p><span style=\"color: #3366ff;\">\u5e38\u898b\u5b89\u88dd\u5361\u95dc\u554f\u984c<\/span><\/p><p><strong><span style=\"color: #3366ff;\">nvidia-smi \u627e\u4e0d\u5230\u600e\u9ebc\u8fa6\uff1f<\/span><\/strong><\/p><\/blockquote><p>\u5982\u679c\u57f7\u884c nvidia-smi \u51fa\u73fe command not found\uff0c\u901a\u5e38\u4ee3\u8868 NVIDIA Driver \u5c1a\u672a\u5b89\u88dd\uff0c\u6216\u7cfb\u7d71\u6c92\u6709\u6b63\u78ba\u8f09\u5165 GPU \u9a45\u52d5\u3002<\/p><p>\u9019\u6642\u5019\u4e0d\u8981\u6025\u8457\u5b89\u88dd Ollama \u6216 Open WebUI\uff0c\u61c9\u5148\u78ba\u8a8d\u4ee5\u4e0b\u9805\u76ee\uff1a<\/p><ul><li>\u4e3b\u6a5f\u662f\u5426\u771f\u7684\u6709 NVIDIA GPU<\/li><li>BIOS \u662f\u5426\u6709\u5075\u6e2c\u5230 GPU<\/li><li>Linux \u662f\u5426\u5b89\u88dd\u6b63\u78ba\u7248\u672c\u7684 NVIDIA Driver<\/li><li>Secure Boot \u662f\u5426\u5f71\u97ff\u9a45\u52d5\u8f09\u5165<\/li><li>nvidia-smi \u662f\u5426\u80fd\u6b63\u5e38\u986f\u793a GPU \u578b\u865f\u3001Driver Version \u8207 VRAM<\/li><\/ul><p>\u53ea\u6709 nvidia-smi \u6b63\u5e38\u5f8c\uff0c\u5f8c\u9762\u7684 Docker GPU\u3001NVIDIA Container Toolkit\u3001Ollama GPU \u63a8\u8ad6\u624d\u6709\u610f\u7fa9\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16f7c1e elementor-widget elementor-widget-heading\" data-id=\"16f7c1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 2\uff1a\u5b89\u88dd Docker \u8207 Docker Compose<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b349f6 elementor-widget elementor-widget-text-editor\" data-id=\"8b349f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5148\u5b89\u88dd\u5fc5\u8981\u5957\u4ef6\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa711df elementor-widget elementor-widget-code-highlight\" data-id=\"fa711df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo apt update\r\nsudo apt install -y ca-certificates curl gnupg<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e58bb9c elementor-widget elementor-widget-text-editor\" data-id=\"e58bb9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5efa\u7acb Docker GPG key \u76ee\u9304\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e5859f elementor-widget elementor-widget-code-highlight\" data-id=\"3e5859f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo install -m 0755 -d \/etc\/apt\/keyrings<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4dc21b9 elementor-widget elementor-widget-text-editor\" data-id=\"4dc21b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u52a0\u5165 Docker \u5b98\u65b9 GPG key\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4f4e6 elementor-widget elementor-widget-code-highlight\" data-id=\"5f4f4e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo curl -fsSL https:\/\/download.docker.com\/linux\/ubuntu\/gpg \\\r\n-o \/etc\/apt\/keyrings\/docker.asc\r\n\r\nsudo chmod a+r \/etc\/apt\/keyrings\/docker.asc<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-206ee60 elementor-widget elementor-widget-text-editor\" data-id=\"206ee60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u52a0\u5165 Docker repository\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d985dc2 elementor-widget elementor-widget-code-highlight\" data-id=\"d985dc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>echo \\\r\n\"deb [arch=$(dpkg --print-architecture) signed-by=\/etc\/apt\/keyrings\/docker.asc] \\\r\nhttps:\/\/download.docker.com\/linux\/ubuntu \\\r\n$(. \/etc\/os-release && echo \"${UBUNTU_CODENAME:-$VERSION_CODENAME}\") stable\" | \\\r\nsudo tee \/etc\/apt\/sources.list.d\/docker.list > \/dev\/null<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-748be1b elementor-widget elementor-widget-text-editor\" data-id=\"748be1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5b89\u88dd Docker Engine \u8207 Compose plugin\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00b338a elementor-widget elementor-widget-code-highlight\" data-id=\"00b338a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo apt update\r\nsudo apt install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3888d1e elementor-widget elementor-widget-text-editor\" data-id=\"3888d1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u78ba\u8a8d Docker \u7248\u672c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d8e518 elementor-widget elementor-widget-code-highlight\" data-id=\"6d8e518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker --version\r\ndocker compose version<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb62b0e elementor-widget elementor-widget-heading\" data-id=\"bb62b0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 3\uff1a\u5b89\u88dd NVIDIA Container Toolkit<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd7a0ff elementor-widget elementor-widget-text-editor\" data-id=\"cd7a0ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5548\" data-end=\"5598\">\u5982\u679c\u4f60\u8981\u8b93 Docker \u5bb9\u5668\u4f7f\u7528 GPU\uff0c\u9700\u8981 NVIDIA Container Toolkit\u3002<\/p><p data-start=\"5600\" data-end=\"5605\">\u5b89\u88dd\u5957\u4ef6\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-446328b elementor-widget elementor-widget-code-highlight\" data-id=\"446328b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo apt update\r\nsudo apt install -y nvidia-container-toolkit<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a02cafa elementor-widget elementor-widget-text-editor\" data-id=\"a02cafa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8a2d\u5b9a Docker runtime\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-333f583 elementor-widget elementor-widget-code-highlight\" data-id=\"333f583\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo nvidia-ctk runtime configure --runtime=docker\r\nsudo systemctl restart docker<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7482a3 elementor-widget elementor-widget-text-editor\" data-id=\"e7482a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6e2c\u8a66 Docker \u662f\u5426\u53ef\u8b80\u5230 GPU\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07a0adc elementor-widget elementor-widget-code-highlight\" data-id=\"07a0adc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker run --rm --gpus all nvidia\/cuda:12.4.1-base-ubuntu22.04 nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad74152 elementor-widget elementor-widget-text-editor\" data-id=\"ad74152\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u5bb9\u5668\u5167\u4e5f\u80fd\u770b\u5230 GPU\uff0c\u4ee3\u8868 Docker GPU passthrough \u6b63\u5e38\u3002<\/p><blockquote><p><strong><span style=\"color: #3366ff;\">Docker \u5bb9\u5668\u5167\u770b\u4e0d\u5230 GPU \u600e\u9ebc\u8fa6\uff1f<\/span><\/strong><\/p><\/blockquote><p>\u5982\u679c\u4e3b\u6a5f\u4e0a\u7684 nvidia-smi \u6b63\u5e38\uff0c\u4f46 Docker \u5bb9\u5668\u5167\u770b\u4e0d\u5230 GPU\uff0c\u901a\u5e38\u662f NVIDIA Container Toolkit \u5c1a\u672a\u5b89\u88dd\u5b8c\u6210\uff0c\u6216 Docker runtime \u6c92\u6709\u6b63\u78ba\u5957\u7528\u3002<\/p><p>\u53ef\u4ee5\u5148\u6aa2\u67e5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e64626 elementor-widget elementor-widget-code-highlight\" data-id=\"3e64626\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>nvidia-smi\ndocker --version\ndocker compose version\nsudo nvidia-ctk --version<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-148fb2b elementor-widget elementor-widget-text-editor\" data-id=\"148fb2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u63a5\u8457\u91cd\u65b0\u8a2d\u5b9a Docker runtime\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf62e66 elementor-widget elementor-widget-code-highlight\" data-id=\"bf62e66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo nvidia-ctk runtime configure --runtime=docker\r\nsudo systemctl restart docker<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47d9dc2 elementor-widget elementor-widget-text-editor\" data-id=\"47d9dc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u518d\u6e2c\u8a66\u5bb9\u5668\u662f\u5426\u80fd\u8b80\u5230 GPU\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5334248 elementor-widget elementor-widget-code-highlight\" data-id=\"5334248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker run --rm --gpus all nvidia\/cuda:12.4.1-base-ubuntu22.04 nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d84dfe elementor-widget elementor-widget-text-editor\" data-id=\"6d84dfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u9019\u500b\u6307\u4ee4\u53ef\u4ee5\u6b63\u5e38\u986f\u793a GPU\uff0c\u4ee3\u8868 Docker GPU passthrough \u5df2\u7d93\u6b63\u5e38\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46df0e4 elementor-widget elementor-widget-heading\" data-id=\"46df0e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 4\uff1a\u5efa\u7acb\u90e8\u7f72\u76ee\u9304<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4bc10cf elementor-widget elementor-widget-code-highlight\" data-id=\"4bc10cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo mkdir -p \/opt\/deepseek-openwebui\r\ncd \/opt\/deepseek-openwebui<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fdb5a46 elementor-widget elementor-widget-heading\" data-id=\"fdb5a46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 5\uff1a\u5efa\u7acb docker-compose.yml<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87c8c32 elementor-widget elementor-widget-text-editor\" data-id=\"87c8c32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5efa\u7acb\u6a94\u6848\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf8072d elementor-widget elementor-widget-code-highlight\" data-id=\"bf8072d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo nano docker-compose.yml<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6af2598 elementor-widget elementor-widget-text-editor\" data-id=\"6af2598\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8cbc\u4e0a\u4ee5\u4e0b\u5167\u5bb9\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c8bb7c elementor-widget elementor-widget-code-highlight\" data-id=\"3c8bb7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>services:\r\n  ollama:\r\n    image: ollama\/ollama:latest\r\n    container_name: ollama\r\n    restart: always\r\n    ports:\r\n      - \"127.0.0.1:11434:11434\"\r\n    volumes:\r\n      - ollama:\/root\/.ollama\r\n    deploy:\r\n      resources:\r\n        reservations:\r\n          devices:\r\n            - driver: nvidia\r\n              count: all\r\n              capabilities: [gpu]\r\n\r\n  open-webui:\r\n    image: ghcr.io\/open-webui\/open-webui:main\r\n    container_name: open-webui\r\n    restart: always\r\n    depends_on:\r\n      - ollama\r\n    ports:\r\n      - \"3000:8080\"\r\n    environment:\r\n      - OLLAMA_BASE_URL=http:\/\/ollama:11434\r\n      - WEBUI_SECRET_KEY=\u8acb\u6539\u6210\u4e00\u7d44\u96a8\u6a5f\u9577\u5bc6\u78bc\r\n    volumes:\r\n      - open-webui:\/app\/backend\/data\r\n\r\nvolumes:\r\n  ollama:\r\n  open-webui:<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43f07af elementor-widget elementor-widget-text-editor\" data-id=\"43f07af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u9019\u500b\u8a2d\u5b9a\u6709\u5e7e\u500b\u91cd\u9ede\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d05db48 elementor-widget elementor-widget-jet-table\" data-id=\"d05db48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-297a66e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8a2d\u5b9a<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-e11dd69 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8aaa\u660e<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-e2af8aa\"><td class=\"jet-table__cell elementor-repeater-item-e3eefe3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">ollama\/ollama:latest<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-cb01fbf jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Ollama \u6a21\u578b\u670d\u52d9<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-46cd868\"><td class=\"jet-table__cell elementor-repeater-item-e466dff jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">ghcr.io\/open-webui\/open-webui:main<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5c046b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Open WebUI \u4e3b\u7a0b\u5f0f<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-22a9b8e\"><td class=\"jet-table__cell elementor-repeater-item-c2d6ae0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">OLLAMA_BASE_URL=http:\/\/ollama:11434<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8d06493 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8b93 Open WebUI \u9023\u5230\u540c\u4e00\u500b Docker Compose \u88e1\u7684 Ollama<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0d95c1c\"><td class=\"jet-table__cell elementor-repeater-item-cb895c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">127.0.0.1:11434:11434<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-f007485 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Ollama API \u53ea\u7d81\u5b9a\u672c\u6a5f\uff0c\u4e0d\u76f4\u63a5\u958b\u5230\u516c\u7db2<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b841f9\"><td class=\"jet-table__cell elementor-repeater-item-115482d jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">open-webui:\/app\/backend\/data<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a40eb58 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4fdd\u5b58\u5e33\u865f\u3001\u8a2d\u5b9a\u3001\u804a\u5929\u8cc7\u6599<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0648501\"><td class=\"jet-table__cell elementor-repeater-item-0e19e85 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">ollama:\/root\/.ollama<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-86180fc jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4fdd\u5b58\u6a21\u578b\u6a94\u6848\uff0c\u907f\u514d\u91cd\u555f\u5f8c\u91cd\u65b0\u4e0b\u8f09<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee83a72 elementor-widget elementor-widget-text-editor\" data-id=\"ee83a72\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Open WebUI \u5b98\u65b9\u4e5f\u63d0\u4f9b\u55ae\u5bb9\u5668 bundled Ollama \u7684\u65b9\u5f0f\uff0c\u4f46\u4f01\u696d\u6b63\u5f0f\u74b0\u5883\u5efa\u8b70\u628a Ollama \u8207 Open WebUI \u5206\u958b\uff0c\u672a\u4f86\u6bd4\u8f03\u5bb9\u6613\u7dad\u8b77\u3001\u5347\u7d1a\u8207\u64f4\u5145\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbe8a94 elementor-widget elementor-widget-heading\" data-id=\"fbe8a94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 6\uff1a\u555f\u52d5\u670d\u52d9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e0461b elementor-widget elementor-widget-code-highlight\" data-id=\"2e0461b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker compose up -d<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3950465 elementor-widget elementor-widget-text-editor\" data-id=\"3950465\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b\u5bb9\u5668\u72c0\u614b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aedbf10 elementor-widget elementor-widget-code-highlight\" data-id=\"aedbf10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker ps<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8b9324 elementor-widget elementor-widget-text-editor\" data-id=\"e8b9324\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f60\u61c9\u8a72\u6703\u770b\u5230\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7433e7 elementor-widget elementor-widget-code-highlight\" data-id=\"b7433e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama\r\nopen-webui<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a512b7f elementor-widget elementor-widget-heading\" data-id=\"a512b7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Open WebUI \u6253\u4e0d\u958b\u600e\u9ebc\u8fa6\uff1f<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a40546b elementor-widget elementor-widget-text-editor\" data-id=\"a40546b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u5bb9\u5668\u90fd\u5df2\u7d93\u555f\u52d5\uff0c\u4f46\u700f\u89bd\u5668\u6253\u4e0d\u958b Open WebUI\uff0c\u53ef\u4ee5\u5148\u6aa2\u67e5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30ec428 elementor-widget elementor-widget-code-highlight\" data-id=\"30ec428\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker ps\r\nsudo docker logs -f open-webui<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a7379b elementor-widget elementor-widget-text-editor\" data-id=\"6a7379b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1958\" data-end=\"2010\">\u4e5f\u8981\u78ba\u8a8d\u9632\u706b\u7246\u662f\u5426\u5141\u8a31 3000 port\uff0c\u6216\u662f\u5426\u5df2\u7d93\u900f\u904e Nginx \u53cd\u5411\u4ee3\u7406\u5230 443 HTTPS\u3002<\/p><p data-start=\"2012\" data-end=\"2072\">\u6b63\u5f0f\u74b0\u5883\u4e2d\uff0c\u4e0d\u5efa\u8b70\u9577\u671f\u76f4\u63a5\u958b\u653e 3000 port \u7d66\u5916\u90e8\u4f7f\u7528\uff0c\u5efa\u8b70\u900f\u904e Nginx\u3001HTTPS \u8207\u9632\u706b\u7246\u63a7\u7ba1\u5b58\u53d6\u4f86\u6e90\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-555a24e elementor-widget elementor-widget-heading\" data-id=\"555a24e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 7\uff1a\u4e0b\u8f09 DeepSeek \u6a21\u578b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef18e8f elementor-widget elementor-widget-text-editor\" data-id=\"ef18e8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5148\u9032\u5165 Ollama \u5bb9\u5668\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05bf427 elementor-widget elementor-widget-code-highlight\" data-id=\"05bf427\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker exec -it ollama bash<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9db9ac3 elementor-widget elementor-widget-text-editor\" data-id=\"9db9ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4e0b\u8f09\u4e26\u57f7\u884c DeepSeek-R1 8B\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b785fc elementor-widget elementor-widget-code-highlight\" data-id=\"4b785fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama run deepseek-r1:8b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4acca35 elementor-widget elementor-widget-text-editor\" data-id=\"4acca35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u60f3\u6e2c\u8a66\u8f03\u5c0f\u6a21\u578b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45c039f elementor-widget elementor-widget-code-highlight\" data-id=\"45c039f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama run deepseek-r1:7b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e72ce5 elementor-widget elementor-widget-text-editor\" data-id=\"8e72ce5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u6709\u66f4\u9ad8\u968e GPU\uff0c\u53ef\u4ee5\u6e2c\u8a66\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc723f5 elementor-widget elementor-widget-code-highlight\" data-id=\"cc723f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama run deepseek-r1:14b\r\nollama run deepseek-r1:32b\r\nollama run deepseek-r1:70b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3423a82 elementor-widget elementor-widget-text-editor\" data-id=\"3423a82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ollama \u5b98\u65b9\u9801\u9762\u4e5f\u63d0\u9192\uff0c\u5982\u679c\u8981\u5f9e\u820a\u7248\u6a21\u578b\u66f4\u65b0\uff0c\u53ef\u4ee5\u4f7f\u7528 <code data-start=\"7844\" data-end=\"7869\">ollama pull deepseek-r1<\/code>\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa8e6ff elementor-widget elementor-widget-heading\" data-id=\"aa8e6ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 8\uff1a\u958b\u555f Open WebUI<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92b58c2 elementor-widget elementor-widget-text-editor\" data-id=\"92b58c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u700f\u89bd\u5668\u8f38\u5165\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe8b1fe elementor-widget elementor-widget-code-highlight\" data-id=\"fe8b1fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>http:\/\/\u4f60\u7684\u4f3a\u670d\u5668IP:3000<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d04e3b elementor-widget elementor-widget-text-editor\" data-id=\"8d04e3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"7980\" data-end=\"8099\">\u7b2c\u4e00\u6b21\u9032\u5165\u6642\uff0cOpen WebUI \u6703\u8981\u6c42\u5efa\u7acb\u5e33\u865f\u3002\u5b98\u65b9\u6587\u4ef6\u8aaa\u660e\uff0c\u7b2c\u4e00\u500b\u5efa\u7acb\u7684\u5e33\u865f\u6703\u6210\u70ba\u7ba1\u7406\u54e1\u5e33\u865f\uff0c\u5f8c\u7e8c\u65b0\u8a3b\u518a\u5e33\u865f\u9810\u8a2d\u6703\u9032\u5165 Pending \u72c0\u614b\uff0c\u9700\u8981\u7ba1\u7406\u54e1\u6838\u51c6\u3002<\/p><p data-start=\"8101\" data-end=\"8113\">\u767b\u5165\u5f8c\uff0c\u5230\u6a21\u578b\u9078\u55ae\u9078\u64c7\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92d06c4 elementor-widget elementor-widget-code-highlight\" data-id=\"92d06c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>deepseek-r1:8b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0874e90 elementor-widget elementor-widget-text-editor\" data-id=\"0874e90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u7136\u5f8c\u53ef\u4ee5\u8f38\u5165\u6e2c\u8a66\u554f\u984c\uff1a<\/p><p>\u8acb\u7528\u7e41\u9ad4\u4e2d\u6587\u89e3\u91cb\u4ec0\u9ebc\u662f RAG\uff0c\u4e26\u8209\u4e00\u500b\u4f01\u696d\u5167\u90e8 SOP \u67e5\u8a62\u7684\u4f8b\u5b50\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a24fc59 elementor-widget elementor-widget-heading\" data-id=\"a24fc59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nginx \u53cd\u5411\u4ee3\u7406\u8a2d\u5b9a\u7bc4\u4f8b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfff0b4 elementor-widget elementor-widget-text-editor\" data-id=\"bfff0b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u8981\u6b63\u5f0f\u63d0\u4f9b\u7d66\u516c\u53f8\u5167\u90e8\u4f7f\u7528\uff0c\u5efa\u8b70\u4e0d\u8981\u8b93\u4f7f\u7528\u8005\u76f4\u63a5\u6253 <code data-start=\"8255\" data-end=\"8264\">IP:3000<\/code>\uff0c\u800c\u662f\u8a2d\u5b9a\u5b50\u7db2\u57df\uff0c\u4f8b\u5982\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c06f67 elementor-widget elementor-widget-code-highlight\" data-id=\"1c06f67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>https:\/\/ai.example.com<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b54ddd3 elementor-widget elementor-widget-text-editor\" data-id=\"b54ddd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nginx \u8a2d\u5b9a\u7bc4\u4f8b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33b9c82 elementor-widget elementor-widget-code-highlight\" data-id=\"33b9c82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>server {\r\n    listen 80;\r\n    server_name ai.example.com;\r\n\r\n    location \/ {\r\n        proxy_pass http:\/\/127.0.0.1:3000;\r\n        proxy_http_version 1.1;\r\n\r\n        proxy_set_header Upgrade $http_upgrade;\r\n        proxy_set_header Connection \"upgrade\";\r\n\r\n        proxy_set_header Host $host;\r\n        proxy_set_header X-Real-IP $remote_addr;\r\n        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\r\n        proxy_set_header X-Forwarded-Proto $scheme;\r\n    }\r\n}<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b995dde elementor-widget elementor-widget-text-editor\" data-id=\"b995dde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8a2d\u5b9a\u5b8c\u6210\u5f8c\uff0c\u5efa\u8b70\u518d\u642d\u914d Let\u2019s Encrypt SSL \u6191\u8b49\uff0c\u628a\u670d\u52d9\u6539\u6210 HTTPS\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2eb86da elementor-widget elementor-widget-heading\" data-id=\"2eb86da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u9632\u706b\u7246\u5efa\u8b70<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05725af elementor-widget elementor-widget-text-editor\" data-id=\"05725af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f01\u696d\u90e8\u7f72\u6642\uff0c\u81f3\u5c11\u5efa\u8b70\u9019\u6a23\u958b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e331bae elementor-widget elementor-widget-jet-table\" data-id=\"e331bae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-297a66e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Port<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-e11dd69 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7528\u9014<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-eb76bc2 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-e2af8aa\"><td class=\"jet-table__cell elementor-repeater-item-e3eefe3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">22<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-cb01fbf jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">SSH<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-03b65c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u50c5\u5141\u8a31\u7ba1\u7406\u8005\u56fa\u5b9a IP<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-46cd868\"><td class=\"jet-table__cell elementor-repeater-item-e466dff jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">80<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5c046b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">HTTP<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-ade43f5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u958b\u653e\uff0c\u7528\u65bc SSL \u9a57\u8b49\u6216\u8f49\u5740<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-22a9b8e\"><td class=\"jet-table__cell elementor-repeater-item-c2d6ae0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">443<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-8d06493 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">HTTPS<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-2d8bec0 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u958b\u653e\u7d66\u5167\u90e8\u6216\u6307\u5b9a\u4f86\u6e90<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-0d95c1c\"><td class=\"jet-table__cell elementor-repeater-item-cb895c3 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">3000<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-f007485 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Open WebUI<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-07bbc06 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e0d\u5efa\u8b70\u76f4\u63a5\u5c0d\u5916\uff0c\u61c9\u7531 Nginx \u4ee3\u7406<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b841f9\"><td class=\"jet-table__cell elementor-repeater-item-115482d jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">11434<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a40eb58 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Ollama API<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-7850d8c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e0d\u61c9\u5c0d\u5916\u958b\u653e\uff0c\u53ea\u5141\u8a31 localhost \u6216\u5167\u7db2<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c014cac elementor-widget elementor-widget-text-editor\" data-id=\"c014cac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"9096\" data-end=\"9129\">\u91cd\u9ede\u662f\uff1a<strong data-start=\"9100\" data-end=\"9129\"><span style=\"color: #3366ff;\">Ollama \u7684 11434 \u4e0d\u8981\u76f4\u63a5\u66b4\u9732\u5230\u516c\u7db2<\/span>\u3002<\/strong><\/p><p data-start=\"9131\" data-end=\"9173\">\u5982\u679c\u88ab\u5916\u90e8\u6383\u63cf\u5230\uff0c\u53ef\u80fd\u88ab\u62ff\u4f86\u6feb\u7528\u4f60\u7684 GPU \u8cc7\u6e90\uff0c\u751a\u81f3\u9020\u6210\u6a21\u578b\u8cc7\u6599\u6216\u5167\u90e8\u7cfb\u7d71\u98a8\u96aa\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4702373 elementor-widget elementor-widget-heading\" data-id=\"4702373\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5e38\u7528\u7ba1\u7406\u6307\u4ee4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c477fd5 elementor-widget elementor-widget-heading\" data-id=\"c477fd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u67e5\u770b\u5bb9\u5668\u72c0\u614b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23429df elementor-widget elementor-widget-code-highlight\" data-id=\"23429df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker ps<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7991598 elementor-widget elementor-widget-heading\" data-id=\"7991598\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u67e5\u770b Open WebUI \u65e5\u8a8c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bca1500 elementor-widget elementor-widget-code-highlight\" data-id=\"bca1500\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker logs -f open-webui<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34d96da elementor-widget elementor-widget-heading\" data-id=\"34d96da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u67e5\u770b Ollama \u65e5\u8a8c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f19ae64 elementor-widget elementor-widget-code-highlight\" data-id=\"f19ae64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker logs -f ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d76670e elementor-widget elementor-widget-heading\" data-id=\"d76670e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u67e5\u770b\u5df2\u4e0b\u8f09\u6a21\u578b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3a6e87 elementor-widget elementor-widget-code-highlight\" data-id=\"d3a6e87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker exec -it ollama ollama list<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e545944 elementor-widget elementor-widget-heading\" data-id=\"e545944\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u79fb\u9664\u6a21\u578b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4922164 elementor-widget elementor-widget-code-highlight\" data-id=\"4922164\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker exec -it ollama ollama rm deepseek-r1:8b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7f1900 elementor-widget elementor-widget-heading\" data-id=\"b7f1900\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u66f4\u65b0\u6a21\u578b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f97a82 elementor-widget elementor-widget-code-highlight\" data-id=\"8f97a82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker exec -it ollama ollama pull deepseek-r1:8b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec1e503 elementor-widget elementor-widget-heading\" data-id=\"ec1e503\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u505c\u6b62\u670d\u52d9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9da6c80 elementor-widget elementor-widget-code-highlight\" data-id=\"9da6c80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker compose down<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-950c345 elementor-widget elementor-widget-heading\" data-id=\"950c345\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u91cd\u555f\u670d\u52d9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29fbb1a elementor-widget elementor-widget-code-highlight\" data-id=\"29fbb1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo docker compose restart<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2a6248 elementor-widget elementor-widget-heading\" data-id=\"a2a6248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f01\u696d\u6b63\u5f0f\u90e8\u7f72\u8981\u6ce8\u610f\u4ec0\u9ebc\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ef5d59 elementor-widget elementor-widget-heading\" data-id=\"7ef5d59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u4e0d\u8981\u7528\u55ae\u6a5f\u6e2c\u8a66\u5fc3\u614b\u505a\u6b63\u5f0f\u74b0\u5883<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b6de74 elementor-widget elementor-widget-text-editor\" data-id=\"9b6de74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"9708\" data-end=\"9728\">\u4e00\u822c\u6211\u5011\u90e8\u5efa\u6e2c\u8a66\u74b0\u5883\u4e3b\u8981\u60f3\u6cd5\u662f\u53ea\u8981\u80fd\u8dd1\u5c31\u597d\uff0c\u4f46\u6b63\u5f0f\u8981\u904b\u71df\u7684\u74b0\u5883\u8981\u8003\u616e\uff1a<\/p><ul data-start=\"9730\" data-end=\"9804\"><li data-section-id=\"11nqxv5\" data-start=\"9730\" data-end=\"9739\">\u4f7f\u7528\u8005\u5e33\u865f\u7ba1\u7406<\/li><li data-section-id=\"1mwt4ku\" data-start=\"9740\" data-end=\"9746\">\u6b0a\u9650\u5206\u7d1a<\/li><li data-section-id=\"16pe7vn\" data-start=\"9747\" data-end=\"9754\">HTTPS<\/li><li data-section-id=\"26lggn\" data-start=\"9755\" data-end=\"9760\">\u9632\u706b\u7246<\/li><li data-section-id=\"yhv44s\" data-start=\"9761\" data-end=\"9765\">\u5099\u4efd<\/li><li data-section-id=\"1mrpqzq\" data-start=\"9766\" data-end=\"9772\">\u6a21\u578b\u66f4\u65b0<\/li><li data-section-id=\"1kcoy2o\" data-start=\"9773\" data-end=\"9779\">\u78c1\u789f\u5bb9\u91cf<\/li><li data-section-id=\"1x8m6sn\" data-start=\"9780\" data-end=\"9788\">GPU \u6eab\u5ea6<\/li><li data-section-id=\"1s9gw9n\" data-start=\"9789\" data-end=\"9795\">\u4f7f\u7528\u7d00\u9304<\/li><li data-section-id=\"6n3w3z\" data-start=\"9796\" data-end=\"9804\">\u5167\u90e8\u8cc7\u6599\u9694\u96e2<\/li><\/ul><p data-start=\"9806\" data-end=\"9897\">Open WebUI \u5b98\u65b9\u6587\u4ef6\u4e5f\u63d0\u5230\uff0c\u8cc7\u6599\u9810\u8a2d\u5132\u5b58\u5728\u672c\u5730\uff0c\u6a21\u578b\u9810\u8a2d\u662f\u79c1\u6709\u7684\uff0c\u4e26\u4e14\u7b2c\u4e00\u500b\u5e33\u865f\u6703\u53d6\u5f97\u7ba1\u7406\u54e1\u6b0a\u9650\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e089fda elementor-widget elementor-widget-heading\" data-id=\"e089fda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. DeepSeek \u4e0d\u7b49\u65bc\u5b8c\u6574\u4f01\u696d\u77e5\u8b58\u5eab<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-809873f elementor-widget elementor-widget-text-editor\" data-id=\"809873f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ollama + DeepSeek + Open WebUI \u53ea\u662f\u300c\u6a21\u578b\u8207\u804a\u5929\u4ecb\u9762\u300d\u3002<br data-start=\"9974\" data-end=\"9977\" \/>\u5982\u679c\u4f60\u8981\u8b93 AI \u67e5\u516c\u53f8\u6587\u4ef6\uff0c\u9084\u9700\u8981 RAG \u67b6\u69cb\uff0c\u4f8b\u5982\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cba650 elementor-widget elementor-widget-image\" data-id=\"4cba650\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"546\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-rag-knowledge-base-workflow-deepseek-vector-database.jpg\" class=\"attachment-full size-full wp-image-12470\" alt=\"Ollama RAG \u4f01\u696d\u77e5\u8b58\u5eab\u6d41\u7a0b\u5716\uff0c\u5c55\u793a\u6587\u4ef6\u5207\u5206\u3001Embedding\u3001\u5411\u91cf\u8cc7\u6599\u5eab\u3001RAG \u6aa2\u7d22\u8207 DeepSeek \u751f\u6210\u56de\u7b54\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-rag-knowledge-base-workflow-deepseek-vector-database.jpg.webp 1000w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-rag-knowledge-base-workflow-deepseek-vector-database-300x164.jpg.webp 300w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/ollama-rag-knowledge-base-workflow-deepseek-vector-database-768x419.jpg.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" title=\"Ollama RAG \u4f01\u696d\u77e5\u8b58\u5eab\u5c0e\u5165\u6d41\u7a0b\u5716 - TAKI\u5b98\u65b9\u90e8\u843d\u683c\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c525bd6 elementor-widget elementor-widget-text-editor\" data-id=\"c525bd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u8cc7\u6599\u662f\u7522\u54c1\u50f9\u683c\u3001\u5eab\u5b58\u3001\u898f\u683c\u3001\u8a02\u55ae\u3001\u6703\u54e1\u8cc7\u6599\uff0c\u901a\u5e38\u4e0d\u5efa\u8b70\u53ea\u653e\u5411\u91cf\u8cc7\u6599\u5eab\uff0c\u61c9\u8a72\u4f7f\u7528 SQL \u6216 API \u67e5\u8a62\uff0c\u518d\u8b93 LLM \u8ca0\u8cac\u89e3\u91cb\u8207\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u56de\u7b54\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-575b665 elementor-widget elementor-widget-heading\" data-id=\"575b665\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. 8B \u5f88\u9069\u5408\u5165\u9580\uff0c\u4f46\u4e0d\u4e00\u5b9a\u9069\u5408\u6b63\u5f0f\u5546\u7528<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8fc731 elementor-widget elementor-widget-text-editor\" data-id=\"f8fc731\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"10238\" data-end=\"10277\"><code data-start=\"10238\" data-end=\"10254\">deepseek-r1:8b<\/code> \u5f88\u9069\u5408\u6e2c\u8a66\u8207\u5c0f\u578b\u5167\u90e8\u61c9\u7528\uff0c\u4f46\u5982\u679c\u4f60\u7684\u9700\u6c42\u662f\uff1a<\/p><ul data-start=\"10279\" data-end=\"10328\"><li data-section-id=\"ej07sd\" data-start=\"10279\" data-end=\"10287\">\u66f4\u8907\u96dc\u7684\u63a8\u7406<\/li><li data-section-id=\"1uvnlzs\" data-start=\"10288\" data-end=\"10295\">\u9577\u6587\u4ef6\u5206\u6790<\/li><li data-section-id=\"1ntm61r\" data-start=\"10296\" data-end=\"10303\">\u7a0b\u5f0f\u78bc\u751f\u6210<\/li><li data-section-id=\"1ofa71f\" data-start=\"10304\" data-end=\"10310\">\u591a\u8f2a\u554f\u7b54<\/li><li data-section-id=\"1n909kh\" data-start=\"10311\" data-end=\"10319\">\u591a\u4eba\u540c\u6642\u4f7f\u7528<\/li><li data-section-id=\"30dryq\" data-start=\"10320\" data-end=\"10328\">\u8f03\u9ad8\u56de\u7b54\u54c1\u8cea<\/li><\/ul><p data-start=\"10330\" data-end=\"10365\">\u5c31\u8981\u8003\u616e 14B\u300132B\u300170B\uff0c\u751a\u81f3\u66f4\u9ad8\u968e\u7684\u6a21\u578b\u8207\u591a GPU \u67b6\u69cb\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a64d49 elementor-widget elementor-widget-heading\" data-id=\"2a64d49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. GPU VRAM \u6bd4 CPU \u6838\u5fc3\u6578\u66f4\u95dc\u9375<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ea94ec elementor-widget elementor-widget-text-editor\" data-id=\"2ea94ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"10401\" data-end=\"10467\">LLM \u63a8\u8ad6\u6700\u5bb9\u6613\u5361\u5728 GPU VRAM\u3002<br data-start=\"10422\" data-end=\"10425\" \/>\u5982\u679c\u6a21\u578b\u7121\u6cd5\u5b8c\u6574\u653e\u9032 VRAM\uff0c\u5c31\u6703\u90e8\u5206\u56de\u5230 RAM \/ CPU\uff0c\u901f\u5ea6\u53ef\u80fd\u660e\u986f\u4e0b\u964d\u3002<\/p><p data-start=\"10469\" data-end=\"10484\">\u6240\u4ee5\u4f01\u696d\u5728\u9078\u4e3b\u6a5f\u6642\uff0c\u4e0d\u61c9\u53ea\u770b\uff1a<\/p><p data-start=\"10469\" data-end=\"10484\"><strong><span style=\"color: #3366ff;\">CPU \u5e7e\u6838\u5fc3\u3001RAM \u5e7e GB<\/span><\/strong><\/p><p data-start=\"10469\" data-end=\"10484\">\u66f4\u8981\u770b\uff1a<\/p><p data-start=\"10469\" data-end=\"10484\"><strong><span style=\"color: #3366ff;\">GPU \u578b\u865f\u3001VRAM \u5bb9\u91cf\u3001\u8a18\u61b6\u9ad4\u983b\u5bec\u3001\u591a GPU \u4e92\u9023\u3001\u6563\u71b1\u8207\u96fb\u529b<\/span><\/strong><\/p><p data-start=\"10469\" data-end=\"10484\">\u9019\u4e5f\u662f\u70ba\u4ec0\u9ebc AI \u4e3b\u6a5f\u8207\u4e00\u822c\u7db2\u7ad9\u4e3b\u6a5f\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21ee6d4 elementor-widget elementor-widget-heading\" data-id=\"21ee6d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DeepSeek \u672c\u5730\u90e8\u7f72\u5e38\u898b\u554f\u984c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74ddcd1 elementor-widget elementor-widget-accordion\" data-id=\"74ddcd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1221\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1221\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">DeepSeek \u672c\u5730\u90e8\u7f72\u9700\u8981 API Key \u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1221\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1221\"><p>\u5982\u679c\u4f60\u662f\u900f\u904e Ollama \u5728\u672c\u5730\u57f7\u884c DeepSeek \u6a21\u578b\uff0c\u901a\u5e38\u4e0d\u9700\u8981 DeepSeek API Key\u3002\u6a21\u578b\u4e0b\u8f09\u5230\u672c\u6a5f\u6216\u4f3a\u670d\u5668\u5f8c\uff0c\u63a8\u8ad6\u6703\u5728\u81ea\u5df1\u7684\u786c\u9ad4\u4e0a\u57f7\u884c\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1222\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1222\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Ollama \u53ef\u4ee5\u96e2\u7dda\u4f7f\u7528\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1222\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1222\"><p>\u53ef\u4ee5\u3002\u6a21\u578b\u4e0b\u8f09\u5b8c\u6210\u5f8c\uff0c\u53ea\u8981\u4e0d\u9700\u8981\u4e0b\u8f09\u65b0\u6a21\u578b\u6216\u66f4\u65b0\u6a21\u578b\uff0cOllama \u53ef\u4ee5\u5728\u672c\u5730\u74b0\u5883\u57f7\u884c\u3002Ollama \u5b98\u65b9\u4e5f\u5f37\u8abf\u53ef\u4ee5\u5728\u4efb\u52d9\u95dc\u9375\u74b0\u5883\u4e2d\u5b8c\u5168\u96e2\u7dda\u57f7\u884c\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1223\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1223\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Open WebUI \u662f\u4ec0\u9ebc\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1223\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1223\"><p>Open WebUI \u662f\u4e00\u5957\u81ea\u67b6\u5f0f AI \u7db2\u9801\u4ecb\u9762\uff0c\u53ef\u4ee5\u9023\u63a5 Ollama\u3001\u672c\u5730\u6a21\u578b\u6216\u5176\u4ed6\u6a21\u578b\u4f9b\u61c9\u5546\uff0c\u63d0\u4f9b\u985e\u4f3c ChatGPT \u7684\u804a\u5929\u9ad4\u9a57\u3002\u5b98\u65b9 Quick Start \u63d0\u4f9b Docker \u5feb\u901f\u90e8\u7f72\u65b9\u5f0f\uff0c\u9810\u8a2d\u53ef\u900f\u904e <code data-start=\"11022\" data-end=\"11033\">3000:8080<\/code> \u5c0d\u5916\u63d0\u4f9b\u7db2\u9801\u4ecb\u9762\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1224\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1224\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">DeepSeek \u672c\u5730\u90e8\u7f72\u9069\u5408\u4e00\u822c\u516c\u53f8\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1224\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1224\"><p>\u9069\u5408\uff0c\u4f46\u8981\u770b\u9700\u6c42\u3002<br data-start=\"11129\" data-end=\"11132\" \/>\u5982\u679c\u53ea\u662f\u500b\u4eba\u6e2c\u8a66\uff0c\u53ef\u4ee5\u7528\u5de5\u4f5c\u7ad9\u6216\u5c0f\u578b GPU\u3002<br data-start=\"11155\" data-end=\"11158\" \/>\u5982\u679c\u662f\u516c\u53f8\u5167\u90e8\u77e5\u8b58\u5eab\u3001\u5ba2\u670d\u8f14\u52a9\u3001\u6280\u8853\u6587\u4ef6\u67e5\u8a62\u3001ERP \u6587\u4ef6\u5206\u6790\uff0c\u5c31\u5efa\u8b70\u4f7f\u7528 GPU \u4e3b\u6a5f\uff0c\u4e26\u642d\u914d\u6b0a\u9650\u63a7\u7ba1\u3001HTTPS\u3001\u5099\u4efd\u8207 RAG \u67b6\u69cb\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1225\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1225\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">DeepSeek \u53ef\u4ee5\u62ff\u4f86\u505a\u4f01\u696d\u77e5\u8b58\u5eab\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1225\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1225\"><p data-start=\"11266\" data-end=\"11372\">\u53ef\u4ee5\uff0c\u4f46 DeepSeek \u53ea\u662f\u6a21\u578b\u672c\u8eab\u3002\u4f01\u696d\u77e5\u8b58\u5eab\u901a\u5e38\u9084\u9700\u8981\u6587\u4ef6\u8655\u7406\u3001Embedding\u3001\u5411\u91cf\u8cc7\u6599\u5eab\u3001SQL \u67e5\u8a62\u3001\u6b0a\u9650\u63a7\u7ba1\u8207\u8cc7\u6599\u66f4\u65b0\u6d41\u7a0b\u3002\u4e5f\u5c31\u662f\u8aaa\uff0cDeepSeek \u662f\u5927\u8166\uff0cRAG \u8207\u8cc7\u6599\u5eab\u624d\u662f\u4f01\u696d\u77e5\u8b58\u4f86\u6e90\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1226\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1226\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">DeepSeek 8B\u300114B\u300132B\u300170B \u600e\u9ebc\u9078\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1226\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1226\"><p data-start=\"11417\" data-end=\"11422\">\u7c21\u55ae\u4f86\u8aaa\uff1a<\/p><div class=\"TyagGW_tableContainer\"><div class=\"group TyagGW_tableWrapper flex flex-col-reverse w-fit\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"11424\" data-end=\"11555\"><thead data-start=\"11424\" data-end=\"11437\"><tr data-start=\"11424\" data-end=\"11437\"><th class=\"last:pe-10\" data-start=\"11424\" data-end=\"11429\" data-col-size=\"sm\"><span style=\"color: #3366ff;\">\u9700\u6c42<\/span><\/th><th class=\"last:pe-10\" data-start=\"11429\" data-end=\"11437\" data-col-size=\"sm\"><span style=\"color: #3366ff;\">\u5efa\u8b70\u6a21\u578b<\/span><\/th><\/tr><\/thead><tbody data-start=\"11448\" data-end=\"11555\"><tr data-start=\"11448\" data-end=\"11466\"><td data-start=\"11448\" data-end=\"11455\" data-col-size=\"sm\">\u5165\u9580\u6e2c\u8a66<\/td><td data-start=\"11455\" data-end=\"11466\" data-col-size=\"sm\">7B \/ 8B<\/td><\/tr><tr data-start=\"11467\" data-end=\"11488\"><td data-start=\"11467\" data-end=\"11476\" data-col-size=\"sm\">\u4e00\u822c\u5167\u90e8\u52a9\u7406<\/td><td data-start=\"11476\" data-end=\"11488\" data-col-size=\"sm\">8B \/ 14B<\/td><\/tr><tr data-start=\"11489\" data-end=\"11505\"><td data-start=\"11489\" data-end=\"11498\" data-col-size=\"sm\">\u8f03\u9ad8\u54c1\u8cea\u63a8\u7406<\/td><td data-start=\"11498\" data-end=\"11505\" data-col-size=\"sm\">32B<\/td><\/tr><tr data-start=\"11506\" data-end=\"11523\"><td data-start=\"11506\" data-end=\"11516\" data-col-size=\"sm\">\u4f01\u696d\u7d1a\u8907\u96dc\u4efb\u52d9<\/td><td data-start=\"11516\" data-end=\"11523\" data-col-size=\"sm\">70B<\/td><\/tr><tr data-start=\"11524\" data-end=\"11555\"><td data-start=\"11524\" data-end=\"11536\" data-col-size=\"sm\">\u5927\u578b\u7814\u7a76\u6216\u9ad8\u968e\u90e8\u7f72<\/td><td data-start=\"11536\" data-end=\"11555\" data-col-size=\"sm\">671B \u6216\u5176\u4ed6\u8cc7\u6599\u4e2d\u5fc3\u7d1a\u67b6\u69cb<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"11557\" data-end=\"11602\">\u5982\u679c\u4e0d\u77e5\u9053\u600e\u9ebc\u9078\uff0c\u53ef\u4ee5\u5148\u7528 8B \u6e2c\u8a66\u6d41\u7a0b\uff0c\u518d\u4f9d\u7167\u56de\u7b54\u54c1\u8cea\u3001\u901f\u5ea6\u8207\u4f7f\u7528\u4eba\u6578\u5347\u7d1a\u786c\u9ad4\u8207\u6a21\u578b\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1227\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"button\" aria-controls=\"elementor-tab-content-1227\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">\u53ef\u4ee5\u5728 Windows \u96fb\u8166\u4e0a\u672c\u5730\u90e8\u7f72 DeepSeek \u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1227\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"region\" aria-labelledby=\"elementor-tab-title-1227\"><p>\u53ef\u4ee5\u3002\u500b\u4eba\u6e2c\u8a66\u53ef\u4ee5\u5148\u5b89\u88dd Ollama Windows \u7248\uff0c\u518d\u57f7\u884c deepseek-r1:7b \u6216 deepseek-r1:8b \u9019\u985e\u8f03\u5c0f\u6a21\u578b\u3002\u4e0d\u904e Windows \u684c\u6a5f\u6216\u7b46\u96fb\u6bd4\u8f03\u9069\u5408\u6e2c\u8a66\u6a21\u578b\u6548\u679c\uff0c\u4e0d\u5efa\u8b70\u76f4\u63a5\u4f5c\u70ba\u4f01\u696d\u6b63\u5f0f\u670d\u52d9\u74b0\u5883\u3002\u5982\u679c\u8981\u63d0\u4f9b\u591a\u4eba\u7a69\u5b9a\u4f7f\u7528\uff0c\u5efa\u8b70\u4f7f\u7528 Linux GPU \u4e3b\u6a5f\u90e8\u7f72\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1228\" class=\"elementor-tab-title\" data-tab=\"8\" role=\"button\" aria-controls=\"elementor-tab-content-1228\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">nvidia-smi \u627e\u4e0d\u5230\u6703\u5f71\u97ff DeepSeek \u90e8\u7f72\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1228\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"region\" aria-labelledby=\"elementor-tab-title-1228\"><p>\u6703\u3002\u5982\u679c nvidia-smi \u7121\u6cd5\u6b63\u5e38\u986f\u793a GPU\uff0c\u4ee3\u8868 NVIDIA Driver \u6216 GPU \u5075\u6e2c\u53ef\u80fd\u6709\u554f\u984c\u3002\u9019\u6642\u5019\u5373\u4f7f\u5b89\u88dd Ollama\u3001Open WebUI \u6216 Docker\uff0c\u4e5f\u53ef\u80fd\u7121\u6cd5\u6b63\u5e38\u4f7f\u7528 GPU \u52a0\u901f\u3002\u5efa\u8b70\u5148\u78ba\u8a8d NVIDIA Driver\u3001Secure Boot\u3001BIOS \u8207 GPU \u72c0\u614b\uff0c\u518d\u7e7c\u7e8c\u90e8\u7f72\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db286cd elementor-widget elementor-widget-heading\" data-id=\"db286cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e0d\u78ba\u5b9a\u8a72\u9078 8B\u300132B \u9084\u662f 70B\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b730076 elementor-widget elementor-widget-text-editor\" data-id=\"b730076\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>DeepSeek \u672c\u5730\u90e8\u7f72\u6700\u5bb9\u6613\u8aa4\u5224\u7684\u5730\u65b9\uff0c\u4e0d\u662f\u5b89\u88dd\u6307\u4ee4\uff0c\u800c\u662f\u6a21\u578b\u5927\u5c0f\u8207\u786c\u9ad4\u898f\u683c\u3002<\/p><p>\u5982\u679c\u6a21\u578b\u592a\u5c0f\uff0c\u56de\u7b54\u54c1\u8cea\u53ef\u80fd\u4e0d\u7b26\u5408\u4f01\u696d\u9700\u6c42\uff1b\u5982\u679c\u4e00\u958b\u59cb\u5c31\u9078\u592a\u5927\u7684\u6a21\u578b\uff0c\u53c8\u53ef\u80fd\u9020\u6210 GPU \u6210\u672c\u904e\u9ad8\u3001\u90e8\u7f72\u8907\u96dc\u5ea6\u589e\u52a0\u3002\u5c24\u5176\u662f\u4f01\u696d\u5982\u679c\u8981\u540c\u6642\u8655\u7406\u591a\u4eba\u4f7f\u7528\u3001RAG \u77e5\u8b58\u5eab\u3001PDF \u6587\u4ef6\u3001Excel \u898f\u683c\u8868\u3001\u5ba2\u670d FAQ \u6216\u5167\u90e8 SOP\uff0c\u786c\u9ad4\u898f\u683c\u5c31\u4e0d\u80fd\u53ea\u7528\u300c\u80fd\u4e0d\u80fd\u8dd1\u300d\u4f86\u5224\u65b7\u3002<\/p><p>TAKI Cloud \u53ef\u5354\u52a9\u4f01\u696d\u4f9d\u7167\u4ee5\u4e0b\u689d\u4ef6\u8a55\u4f30\u5408\u9069\u7684 GPU \u4e3b\u6a5f\uff1a<\/p><ul><li>\u9810\u8a08\u540c\u6642\u4f7f\u7528\u4eba\u6578<\/li><li>\u662f\u5426\u9700\u8981\u4e32\u63a5 RAG \/ \u4f01\u696d\u77e5\u8b58\u5eab<\/li><li>\u662f\u5426\u9700\u8981\u8655\u7406 PDF\u3001Excel\u3001SOP \u6216\u5ba2\u670d\u8cc7\u6599<\/li><li>\u662f\u5426\u9700\u8981 8B\u300114B\u300132B\u300170B \u7b49\u4e0d\u540c\u6a21\u578b<\/li><li>\u662f\u5426\u9700\u8981\u79c1\u6709\u5316\u90e8\u7f72\u3001\u5167\u7db2\u90e8\u7f72\u6216\u8cc7\u6599\u4e0d\u51fa\u5883<\/li><li>\u662f\u5426\u9700\u8981\u5f8c\u7e8c\u7dad\u904b\u3001\u5099\u4efd\u3001\u76e3\u63a7\u8207\u5b89\u5168\u8a2d\u5b9a<\/li><\/ul><p>\u5982\u679c\u4f60\u4e0d\u78ba\u5b9a\u8981\u5f9e\u54ea\u4e00\u7a2e GPU \u4e3b\u6a5f\u958b\u59cb\uff0c\u53ef\u4ee5\u5148\u8b93\u5de5\u7a0b\u5e2b\u5354\u52a9\u8a55\u4f30\u90e8\u7f72\u67b6\u69cb\uff0c\u907f\u514d\u8cb7\u592a\u5c0f\u8dd1\u4e0d\u9806\uff0c\u4e5f\u907f\u514d\u4e00\u958b\u59cb\u5c31\u6295\u5165\u904e\u9ad8\u898f\u683c\u9020\u6210\u9810\u7b97\u6d6a\u8cbb\u3002<\/p><p><span style=\"color: #3366ff;\"><strong>\u63a8\u85a6\u53c3\u8003\uff1a<\/strong><\/span> <\/p><ul data-start=\"12048\" data-end=\"12257\"><li data-section-id=\"5xt13u\" data-start=\"12048\" data-end=\"12107\"><a class=\"decorated-link\" href=\"https:\/\/www.taki.com.tw\/gpu-dedicated-server\/\" target=\"_blank\" rel=\"noopener\" data-start=\"12050\" data-end=\"12107\"><span style=\"color: #3366ff;\"><strong>GPU \u5be6\u9ad4\u4e3b\u6a5f<\/strong><\/span><\/a><\/li><li data-section-id=\"vfnx97\" data-start=\"12108\" data-end=\"12170\"><span style=\"color: #3366ff;\"><strong><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-service\/\" target=\"_blank\" rel=\"noopener\" data-start=\"12110\" data-end=\"12170\">GPU Server \u670d\u52d9<\/a><\/strong><\/span><\/li><li data-section-id=\"1e1p1cx\" data-start=\"12171\" data-end=\"12257\"><span style=\"color: #3366ff;\"><strong><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-gpu-cloud-pricing\/\" target=\"_blank\" rel=\"noopener\" data-start=\"12173\" data-end=\"12257\">GPU Cloud \/ GPU Server \u50f9\u683c\u65b9\u6848<\/a><\/strong><\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b662f0 elementor-widget elementor-widget-heading\" data-id=\"0b662f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u7d50\u8ad6\uff1aDeepSeek \u672c\u5730\u90e8\u7f72\u662f\u4f01\u696d\u79c1\u6709 AI \u7684\u7b2c\u4e00\u6b65<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7de701 elementor-widget elementor-widget-text-editor\" data-id=\"f7de701\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"11642\" data-end=\"11762\">\u7528 Ollama + Open WebUI \u90e8\u7f72 DeepSeek\uff0c\u53ef\u4ee5\u8b93\u4f01\u696d\u5feb\u901f\u5efa\u7acb\u4e00\u5957\u79c1\u6709 AI \u52a9\u7406\u3002<br data-start=\"11696\" data-end=\"11699\" \/>\u5b83\u7684\u597d\u8655\u662f\u90e8\u7f72\u9580\u6abb\u4f4e\u3001\u64cd\u4f5c\u4ecb\u9762\u53cb\u5584\u3001\u6a21\u578b\u53ef\u672c\u5730\u57f7\u884c\uff0c\u4e5f\u80fd\u9032\u4e00\u6b65\u4e32\u63a5 RAG\u3001\u5167\u90e8\u6587\u4ef6\u3001SOP\u3001\u5ba2\u670d FAQ \u8207 ERP \u8cc7\u6599\u3002<\/p><p data-start=\"11764\" data-end=\"11840\">\u4f46\u5982\u679c\u8981\u5f9e\u300c\u6e2c\u8a66\u53ef\u7528\u300d\u8d70\u5230\u300c\u4f01\u696d\u6b63\u5f0f\u4e0a\u7dda\u300d\uff0c\u5c31\u4e0d\u80fd\u53ea\u770b\u5b89\u88dd\u6307\u4ee4\u3002\u4f60\u9084\u9700\u8981\u8003\u616e GPU \u898f\u683c\u3001VRAM\u3001\u4f75\u767c\u91cf\u3001\u6b0a\u9650\u63a7\u7ba1\u3001\u8cc7\u6599\u5b89\u5168\u3001\u5099\u4efd\u3001\u76e3\u63a7\u8207\u9577\u671f\u7dad\u8b77\u3002<\/p><p data-start=\"11842\" data-end=\"11915\">\u5c0d\u4f01\u696d\u4f86\u8aaa\uff0cDeepSeek \u672c\u5730\u90e8\u7f72\u7684\u771f\u6b63\u50f9\u503c\u4e0d\u662f\u88dd\u597d\u4e00\u500b\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u800c\u662f\u5efa\u7acb\u4e00\u5957\u80fd\u9577\u671f\u670d\u52d9\u5167\u90e8\u6d41\u7a0b\u3001\u77e5\u8b58\u7ba1\u7406\u8207\u5ba2\u670d\u6548\u7387\u7684\u79c1\u6709 AI \u57fa\u790e\u8a2d\u65bd\u3002<\/p><p data-start=\"11917\" data-end=\"12035\">\u5982\u679c\u4f60\u6b63\u5728\u898f\u5283 DeepSeek\u3001Ollama\u3001Open WebUI\u3001RAG 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