{"id":28635,"date":"2026-01-05T08:48:42","date_gmt":"2026-01-05T00:48:42","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28635"},"modified":"2026-01-05T08:48:42","modified_gmt":"2026-01-05T00:48:42","slug":"%e6%89%8b%e6%8a%8a%e6%89%8b%e6%95%99%e4%bd%a0%e4%ba%94%e5%88%86%e9%92%9f%e6%89%93%e9%80%a0%e5%b1%9e%e4%ba%8e%e8%87%aa%e5%b7%b1%e7%9a%84ai%e7%bc%96%e7%a8%8b%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%81","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2026\/01\/05\/28635\/","title":{"rendered":"\u624b\u628a\u624b\u6559\u4f60\u4e94\u5206\u949f\u6253\u9020\u5c5e\u4e8e\u81ea\u5df1\u7684AI\u7f16\u7a0b\u667a\u80fd\u4f53\uff01"},"content":{"rendered":"<div class=\"article-desc\">\u5b9e\u73b0\u65b9\u6848\u53ef\u80fd\u4f1a\u6709\u5f88\u591a\uff0c\u53ef\u4ee5\u81ea\u5df1\u7f16\u7a0b\u5b9e\u73b0\u3002 \u672c\u6587\u7ed9\u51fa\u7684\u662f\u501f\u52a9\u00a0Coco AI\u00a0\u5b9e\u73b0\u7684\u6781\u7b80\u7f16\u7a0b\u667a\u80fd\u4f53\u7684\u65b9\u6848\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-01a18e2f=\"\" data-element=\"root\">\n<h2>\u4e00\u3001\u5f53\u524d\u7f16\u7a0b\u6a21\u5f0f\u7684\u75db\u70b9<\/h2>\n<p>\u4f5c\u4e3a\u4e00\u540d\u957f\u671f\u4f7f\u7528 AI \u8f85\u52a9\u7f16\u7a0b\u7684\u5f00\u53d1\u8005\uff0c\u6211\u53d1\u73b0\u4e86\u4e00\u4e2a\u666e\u904d\u5b58\u5728\u7684\u95ee\u9898\uff1a<\/p>\n<h3>1.1 \u4f20\u7edf AI \u5bf9\u8bdd\u7684\u5c40\u9650\u6027<\/h3>\n<p>\u9664\u4e86\u4f7f\u7528 cursor\u3001Trae\u3001codebuddy \u7b49\u5de5\u5177\u5916\uff0c\u5728\u7f16\u7a0b\u73af\u8282\u6bcf\u6b21\u5411 ChatGPT\u3001Claude \u7b49 AI \u5bfb\u6c42\u7f16\u7a0b\u5e2e\u52a9\u65f6\uff0c\u6211\u90fd\u9700\u8981\uff1a<\/p>\n<ul data-id=\"u738a58b-14SPK81N\">\n<li data-id=\"ld70c578-H3UZA7XL\">\u91cd\u590d\u8f93\u5165\u80cc\u666f\u4fe1\u606f<\/li>\n<\/ul>\n<p>\u6bcf\u6b21\u65b0\u5bf9\u8bdd\u90fd\u8981\u89e3\u91ca\u9879\u76ee\u6280\u672f\u6808\u3001\u7f16\u7801\u89c4\u8303\u3001\u67b6\u6784\u98ce\u683c<\/p>\n<ul data-id=\"u738a58b-ZULBk0BC\">\n<li data-id=\"ld70c578-OIgl77F9\">\u63d0\u793a\u8bcd\u5197\u957f\u590d\u6742<\/li>\n<\/ul>\n<p>\u4e3a\u4e86\u5f97\u5230\u7b26\u5408\u8981\u6c42\u7684\u4ee3\u7801\uff0c\u9700\u8981\u7f16\u5199\u5927\u6bb5\u7684\u63d0\u793a\u8bcd<\/p>\n<ul data-id=\"u738a58b-P99F63cg\">\n<li data-id=\"ld70c578-jDmbmE9P\">\u4e0a\u4e0b\u6587\u4e22\u5931<\/li>\n<\/ul>\n<p>\u5207\u6362\u5bf9\u8bdd\u540e\uff0c\u4e4b\u524d\u7684\u7f16\u7a0b\u4e60\u60ef\u548c\u504f\u597d\u5168\u90e8\u4e22\u5931<\/p>\n<ul data-id=\"u738a58b-YeSMXjYM\">\n<li data-id=\"ld70c578-eEXEfhI3\">\u901a\u7528\u6027\u8fc7\u5f3a<\/li>\n<\/ul>\n<p>AI \u7ed9\u51fa\u7684\u7b54\u6848\u5f80\u5f80\u662f\u901a\u7528\u65b9\u6848\uff0c\u4e0d\u7b26\u5408\u56e2\u961f\u7684\u5177\u4f53\u89c4\u8303<\/p>\n<h3>1.2 \u4e00\u4e2a\u771f\u5b9e\u7684\u573a\u666f<\/h3>\n<p>\u6bd4\u5982\u6211\u8981\u5f00\u53d1\u4e00\u4e2a ElasticStack \u76f8\u5173\u529f\u80fd\uff0c\u6bcf\u6b21\u90fd\u8981\u544a\u8bc9 AI\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-sql\" tabindex=\"0\"><code class=\"language-sql\">\u6211\u662f\u4e00\u4e2a ElasticStack \u4e13\u5bb6\uff0c\u4f7f\u7528 Java<span class=\"token operator\">\/<\/span>Python<span class=\"token operator\">\/<\/span>Go \u5f00\u53d1\uff0c\r\n\u8bf7\u9075\u5faa\u4ee5\u4e0b\u89c4\u8303\uff1a\r\n<span class=\"token operator\">-<\/span> \u4f7f\u7528 Elasticsearch \u5b98\u65b9 Java High <span class=\"token keyword\">Level<\/span> REST Client\r\n<span class=\"token operator\">-<\/span> \u4ee3\u7801\u8981\u6709\u8be6\u7ec6\u6ce8\u91ca\r\n<span class=\"token operator\">-<\/span> \u5f02\u5e38\u5904\u7406\u8981\u5b8c\u5584\r\n<span class=\"token operator\">-<\/span> \u9075\u5faa\u963f\u91cc\u5df4\u5df4\u7f16\u7801\u89c4\u8303\r\n<span class=\"token operator\">-<\/span> \u63d0\u4f9b\u5b8c\u6574\u7684\u5355\u5143\u6d4b\u8bd5\r\n<span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span>\uff08\u8fd8\u6709\u66f4\u591a\u8981\u6c42\uff09<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8fd9\u5b9e\u5728\u592a\u7e41\u7410\u4e86\uff01<\/p>\n<p>\u80fd\u4e0d\u80fd\u641e\u4e2a AI \u667a\u80fd\u4f53\uff0c\u524d\u7f6e\u6761\u4ef6\u4e0d\u7528\u6bcf\u6b21\u8f93\u5165\u4e86\uff0c\u53ea\u8f93\u5165\u7528\u6237\u7684\u95ee\u9898\u5373\u53ef\u5b8c\u6210\u95ee\u9898\u89e3\u7b54\u3002<\/p>\n<p>\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/coco.rs\/en\/download<\/p>\n<p><img data-dominant-color=\"151d2d\" data-has-transparency=\"false\" style=\"--dominant-color: #151d2d;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28636\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/54fe402398d84ff0283054f4bb24f8acc8a9de.png\" width=\"1080\" height=\"739\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/54fe402398d84ff0283054f4bb24f8acc8a9de.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/54fe402398d84ff0283054f4bb24f8acc8a9de-300x205.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/54fe402398d84ff0283054f4bb24f8acc8a9de-1024x701.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/54fe402398d84ff0283054f4bb24f8acc8a9de-150x103.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/54fe402398d84ff0283054f4bb24f8acc8a9de-768x526.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h2>\u4e8c\u3001\u667a\u80fd\u4f53\u7684\u6784\u601d\u4e0e\u5b9e\u73b0\u601d\u8def<\/h2>\n<h3>2.1 \u4ec0\u4e48\u662f AI \u667a\u80fd\u4f53\uff1f<\/h3>\n<p>AI \u667a\u80fd\u4f53\uff08AI Agent\uff09\u662f\u4e00\u4e2a\u9884\u8bbe\u4e86\u7279\u5b9a\u89d2\u8272\u3001\u77e5\u8bc6\u80cc\u666f\u548c\u884c\u4e3a\u89c4\u8303\u7684 AI \u52a9\u624b\u3002\u5b83\u5c31\u50cf\u4f60\u7684\u4e13\u5c5e\u7f16\u7a0b\u987e\u95ee\uff0c\u8bb0\u4f4f\u4e86\u4f60\u7684\uff1a<\/p>\n<ul data-id=\"u738a58b-OePjE4CA\">\n<li data-id=\"ld70c578-BUCqUZFm\">\u6280\u672f\u6808\u504f\u597d<\/li>\n<li data-id=\"ld70c578-OQ5qCGXS\">\u7f16\u7801\u98ce\u683c<\/li>\n<li data-id=\"ld70c578-rpIroUWT\">\u5e38\u7528\u6846\u67b6<\/li>\n<li data-id=\"ld70c578-efWipIoZ\">\u9879\u76ee\u80cc\u666f<\/li>\n<li data-id=\"ld70c578-YcTYWdOd\">\u5f00\u53d1\u4e60\u60ef<\/li>\n<\/ul>\n<h3>2.2 \u667a\u80fd\u4f53\u7684\u6838\u5fc3\u4ef7\u503c<\/h3>\n<p>\u4e00\u6b21\u914d\u7f6e\uff0c\u6c38\u4e45\u751f\u6548\uff0c\u8ba9 AI \u59cb\u7ec8\u4ee5\u4f60\u671f\u671b\u7684\u65b9\u5f0f\u5de5\u4f5c\uff1a<\/p>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"1019.16px\">\n<colgroup data-id=\"c7104f7d-GaWIP6Tf\">\n<col span=\"1\" width=\"339.719\" data-id=\"cd89ecb0-ABIERkOR\" \/>\n<col span=\"1\" width=\"339.719\" data-id=\"cd89ecb0-D9ERnPCY\" \/>\n<col span=\"1\" width=\"339.719\" data-id=\"cd89ecb0-WJ1YgfI6\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-fML6SfBC\">\n<tr data-id=\"t31e458f-UJi9SFL0\">\n<td data-id=\"t6267798-LVla640Z\" data-transient-attributes=\"table-cell-selection\">\u5bf9\u6bd4\u7ef4\u5ea6<\/td>\n<td data-id=\"t6267798-MJWGGfEk\" data-transient-attributes=\"table-cell-selection\">\u4f20\u7edf AI \u5bf9\u8bdd<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-WamMEC1b\" data-transient-attributes=\"table-cell-selection\">AI \u667a\u80fd\u4f53<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-4W8Df9gY\">\n<td data-id=\"t6267798-1J5BAEdd\" data-transient-attributes=\"table-cell-selection\">\u63d0\u793a\u8bcd\u957f\u5ea6<\/td>\n<td data-id=\"t6267798-YIJfDoeP\" data-transient-attributes=\"table-cell-selection\">\u6bcf\u6b21 200+ \u5b57<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-UgIchm2J\" data-transient-attributes=\"table-cell-selection\">\u6bcf\u6b21 20-100 \u5b57\u4e0d\u7b49<\/td>\n<\/tr>\n<tr data-id=\"td7f8b0e-Wke7VE9k\">\n<td data-id=\"t27933fe-d9hmF7OR\" data-transient-attributes=\"table-cell-selection\">\u4e0a\u4e0b\u6587\u4fdd\u6301<\/td>\n<td data-id=\"t27933fe-g3M19LFP\" data-transient-attributes=\"table-cell-selection\">\u6bcf\u6b21\u91cd\u65b0\u8f93\u5165<\/td>\n<td class=\"table-last-row\" data-id=\"t27933fe-oKZkAVHA\" data-transient-attributes=\"table-cell-selection\">\u81ea\u52a8\u4fdd\u6301<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-IOG5mbGA\">\n<td data-id=\"t6267798-Do8heqcm\" data-transient-attributes=\"table-cell-selection\">\u4e13\u4e1a\u6027<\/td>\n<td data-id=\"t6267798-5WPbNSa7\" data-transient-attributes=\"table-cell-selection\">\u901a\u7528\u65b9\u6848<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-PRrnHAdh\" data-transient-attributes=\"table-cell-selection\">\u9886\u57df\u4e13\u5bb6<\/td>\n<\/tr>\n<tr data-id=\"td7f8b0e-7bkD97G4\">\n<td class=\"table-last-column\" data-id=\"t27933fe-OHhkCIJo\" data-transient-attributes=\"table-cell-selection\">\u6548\u7387<\/td>\n<td class=\"table-last-column\" data-id=\"t27933fe-CAXJiqXZ\" data-transient-attributes=\"table-cell-selection\">\u4f4e<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t27933fe-c3hThNYY\" data-transient-attributes=\"table-cell-selection\">\u9ad8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>2.3 \u6211\u7684\u667a\u80fd\u4f53\u77e9\u9635\u8bbe\u8ba1<\/h3>\n<p>\u5b9e\u73b0\u65b9\u6848\u53ef\u80fd\u4f1a\u6709\u5f88\u591a\uff0c\u53ef\u4ee5\u81ea\u5df1\u7f16\u7a0b\u5b9e\u73b0\u3002 \u672c\u6587\u7ed9\u51fa\u7684\u662f\u501f\u52a9\u00a0Coco AI\u00a0\u5b9e\u73b0\u7684\u6781\u7b80\u7f16\u7a0b\u667a\u80fd\u4f53\u7684\u65b9\u6848\u3002<\/p>\n<p class=\"channels_iframe_wrp\">\n<p>\u52a8\u52a8\u624b\u6307\uff0c\u201c\u50bb\u74dc\u5f0f\u201d\u4e0b\u4e00\u6b65\u4e0b\u4e00\u6b65\u5c31\u53ef\u4ee5\u641e\u5b9a AI \u7f16\u7a0b\u667a\u80fd\u4f53\u3002<\/p>\n<h2>\u4e09\u3001\u5b8c\u6574\u5b9e\u73b0\u6b65\u9aa4\uff08\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff09<\/h2>\n<h3>\u7b2c\u4e00\u6b65\uff1a\u914d\u7f6e API \u6216\u672c\u5730\u6a21\u578b<\/h3>\n<h4>\u9009\u9879 A\uff1a\u4f7f\u7528 DeepSeek API\uff08\u63a8\u8350\u65b0\u624b\uff09<\/h4>\n<ol class=\"list-paddingleft-1\" data-id=\"odd3d8fc-b2dSFIiK\">\n<li data-id=\"ld70c578-5HIJ6jHt\">\u8fdb\u5165\u6a21\u578b\u63d0\u4f9b\u5546\u9875\u9762\u6253\u5f00 Coco Server \u7ba1\u7406\u754c\u9762\uff08\u5982\u4e0b\u56fe\u6240\u793a\uff09\uff0c\u70b9\u51fb\u5de6\u4fa7\u83dc\u5355\u00a0&#8220;\u6a21\u578b\u63d0\u4f9b\u5546&#8221;<\/li>\n<\/ol>\n<p><img data-dominant-color=\"f7f6f7\" data-has-transparency=\"false\" style=\"--dominant-color: #f7f6f7;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28637\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/920ae198028dd432b4f902ad97372956e3ff04.png\" width=\"1080\" height=\"495\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/920ae198028dd432b4f902ad97372956e3ff04.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/920ae198028dd432b4f902ad97372956e3ff04-300x138.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/920ae198028dd432b4f902ad97372956e3ff04-1024x469.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/920ae198028dd432b4f902ad97372956e3ff04-150x69.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/920ae198028dd432b4f902ad97372956e3ff04-768x352.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<ol class=\"list-paddingleft-1\" start=\"2\" data-id=\"odd3d8fc-GoMRZMEZ\">\n<li data-id=\"ld70c578-D3Wh3P5E\">\u6dfb\u52a0 DeepSeek \u6a21\u578b<\/li>\n<\/ol>\n<ul data-id=\"udcdd064-S9ff7idf\">\n<li data-id=\"ld70c578-v89NBagN\">\u70b9\u51fb\u53f3\u4e0a\u89d2\u00a0&#8220;+ \u5237\u65b0&#8221;\u00a0\u6309\u94ae<\/li>\n<li data-id=\"ld70c578-eJS5PWwF\">\u627e\u5230\u00a0&#8220;\u6df1\u5ea6\u6c42\u7d22&#8221;\u00a0\u63d0\u4f9b\u5546<\/li>\n<li data-id=\"ld70c578-613YT4Kt\">\u70b9\u51fb\u53f3\u4fa7\u7684\u00a0&#8220;\u65b0\u589e&#8221;\u00a0\u6309\u94ae<\/li>\n<li data-id=\"ld70c578-Cw1beF9o\">\u542f\u7528\u72b6\u6001\u5f00\u5173\uff08\u53d8\u6210\u84dd\u8272\uff09<\/li>\n<\/ul>\n<ol class=\"list-paddingleft-1\" start=\"3\" data-id=\"o292e11f-SE6WNXEd\">\n<li data-id=\"ld70c578-mMANyNVd\">\u914d\u7f6e\u8981\u70b9<img data-dominant-color=\"faf9fa\" data-has-transparency=\"false\" style=\"--dominant-color: #faf9fa;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28638\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c670ff830dfdcc6091b4860f1c8353aee3fd91.png\" width=\"1080\" height=\"742\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c670ff830dfdcc6091b4860f1c8353aee3fd91.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c670ff830dfdcc6091b4860f1c8353aee3fd91-300x206.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c670ff830dfdcc6091b4860f1c8353aee3fd91-1024x704.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c670ff830dfdcc6091b4860f1c8353aee3fd91-150x103.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c670ff830dfdcc6091b4860f1c8353aee3fd91-768x528.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/li>\n<\/ol>\n<h4>\u9009\u9879 B\uff1a\u4f7f\u7528\u672c\u5730 Ollama \u6a21\u578b\uff08\u9ad8\u7ea7\u7528\u6237\uff0c\u975e\u5fc5\u9700\uff09<\/h4>\n<p><img data-dominant-color=\"faf9f9\" data-has-transparency=\"false\" style=\"--dominant-color: #faf9f9;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28639\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/937f66f27d1e9f51c4e801a6e95d812829697e.png\" width=\"1080\" height=\"756\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/937f66f27d1e9f51c4e801a6e95d812829697e.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/937f66f27d1e9f51c4e801a6e95d812829697e-300x210.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/937f66f27d1e9f51c4e801a6e95d812829697e-1024x717.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/937f66f27d1e9f51c4e801a6e95d812829697e-150x105.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/937f66f27d1e9f51c4e801a6e95d812829697e-768x538.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-sql\" tabindex=\"0\"><code class=\"language-sql\"><span class=\"token comment\"># \u5b89\u88c5 Ollama\uff08Mac\/Linux\uff09<\/span>\r\ncurl <span class=\"token operator\">-<\/span>fsSL https:<span class=\"token comment\">\/\/ollama.com\/install.sh | sh<\/span>\r\n\r\n<span class=\"token comment\"># \u62c9\u53d6\u6a21\u578b<\/span>\r\nollama pull qwen2<span class=\"token punctuation\">.<\/span><span class=\"token number\">5<\/span>:<span class=\"token number\">7<\/span>b\r\n\r\n<span class=\"token comment\"># \u5728 Coco Server \u4e2d\u914d\u7f6e Ollama \u5730\u5740<\/span>\r\nhttp:<span class=\"token comment\">\/\/localhost:11434<\/span><\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<blockquote><p>&nbsp;<\/p>\n<p>\ud83d\udca1\u00a0\u5c0f\u767d\u5efa\u8bae\uff1a\u5148\u7528 DeepSeek API\uff0c\u6210\u672c\u4f4e\u3001\u901f\u5ea6\u5feb\u3001\u6548\u679c\u597d<\/p><\/blockquote>\n<h3>\u7b2c\u4e8c\u6b65\uff1a\u521b\u5efa AI \u52a9\u624b<\/h3>\n<h4>2.1 \u8fdb\u5165 AI \u52a9\u624b\u7ba1\u7406\u9875\u9762<\/h4>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u70b9\u51fb\u5de6\u4fa7\u83dc\u5355 &#8220;AI \u52a9\u624b&#8221;\uff0c\u8fdb\u5165\u52a9\u624b\u5217\u8868\u9875\u9762\u3002<\/p>\n<p><img data-dominant-color=\"f7f8f9\" data-has-transparency=\"false\" style=\"--dominant-color: #f7f8f9;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28640\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/56848f79247b0139ffc24047c8ac6528e711c4.png\" width=\"1080\" height=\"578\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/56848f79247b0139ffc24047c8ac6528e711c4.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/56848f79247b0139ffc24047c8ac6528e711c4-300x161.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/56848f79247b0139ffc24047c8ac6528e711c4-1024x548.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/56848f79247b0139ffc24047c8ac6528e711c4-150x80.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/56848f79247b0139ffc24047c8ac6528e711c4-768x411.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h4>2.2 \u521b\u5efa\u65b0\u52a9\u624b<\/h4>\n<ol class=\"list-paddingleft-1\" data-id=\"odd3d8fc-Fdn18iFM\">\n<li data-id=\"ld70c578-bAZsS8RF\">\u70b9\u51fb\u53f3\u4e0a\u89d2\u00a0&#8220;+ \u65b0\u589e&#8221;\u00a0\u6309\u94ae<\/li>\n<li data-id=\"ld70c578-vvNEPL6G\">\u8fdb\u5165\u52a9\u624b\u7f16\u8f91\u9875\u9762\uff08\u5982\u4e0b\u56fe\u6240\u793a\uff09<\/li>\n<\/ol>\n<p><img data-dominant-color=\"fbf9fa\" data-has-transparency=\"false\" style=\"--dominant-color: #fbf9fa;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28641\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/14696c793203d8a9521695ae3e405c34f8f5a1.png\" width=\"1080\" height=\"563\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/14696c793203d8a9521695ae3e405c34f8f5a1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/14696c793203d8a9521695ae3e405c34f8f5a1-300x156.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/14696c793203d8a9521695ae3e405c34f8f5a1-1024x534.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/14696c793203d8a9521695ae3e405c34f8f5a1-150x78.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/14696c793203d8a9521695ae3e405c34f8f5a1-768x400.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h4>2.3 \u914d\u7f6e\u52a9\u624b\u57fa\u7840\u4fe1\u606f<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-sql\" tabindex=\"0\"><code class=\"language-sql\">\u540d\u79f0\uff1aElasticStack\u667a\u80fd\u52a9\u624b\r\n\u63cf\u8ff0\uff1a\uff08\u53ef\u9009\uff09\u4e13\u4e1a\u7684 ES \u6280\u672f\u987e\u95ee\r\n\u56fe\u6807\uff1a\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684\u56fe\u6807\uff08\u5982 font_infinilabs\uff09\r\n\u5206\u7c7b\uff1a\uff08\u53ef\u9009\uff09\u6280\u672f<span class=\"token operator\">\/<\/span>\u5f00\u53d1\r\n\u6807\u7b7e\uff1aelasticsearch<span class=\"token punctuation\">,<\/span> kibana<span class=\"token punctuation\">,<\/span> \u641c\u7d22\u5f15\u64ce<\/code><\/pre>\n<ul id=\"code_id_2\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>2.4 \u9009\u62e9\u6a21\u5f0f\uff08\u5173\u952e\uff09<\/h4>\n<p>\u6709\u4e24\u79cd\u6a21\u5f0f\u53ef\u9009\uff1a<\/p>\n<ul data-id=\"u738a58b-COdNfRH9\">\n<li data-id=\"ld70c578-eMbgfGM6\">\u7b80\u5355\u6a21\u5f0f\uff1a\u9002\u5408\u5feb\u901f\u95ee\u7b54\uff0c\u5355\u8f6e\u5bf9\u8bdd<\/li>\n<li data-id=\"ld70c578-xoA2d4KC\">\u6df1\u5ea6\u601d\u8003\uff1a\u9002\u5408\u590d\u6742\u95ee\u9898\uff0c\u591a\u8f6e\u63a8\u7406<\/li>\n<\/ul>\n<p>\u63a8\u8350\uff1a\u9009\u62e9 &#8220;\u7b80\u5355\u6a21\u5f0f&#8221;\uff08\u5bf9\u4e8e\u7f16\u7a0b\u52a9\u624b\u5df2\u8db3\u591f\uff09<\/p>\n<h4>2.5 \u9009\u62e9\u5e94\u7b54\u6a21\u578b\uff08\u6838\u5fc3\uff09<\/h4>\n<p>\u5728\u00a0&#8220;\u5e94\u7b54\u6a21\u578b&#8221;\u00a0\u4e0b\u62c9\u6846\u4e2d\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_3\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-sql\" tabindex=\"0\"><code class=\"language-sql\">\u9009\u62e9\uff1a\u6df1\u5ea6\u6c42\u7d22<span class=\"token operator\">\/<\/span>deepseek<span class=\"token operator\">-<\/span>chat<\/code><\/pre>\n<ul id=\"code_id_3\" class=\"pre-numbering\">\n<li>1.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8fd9\u662f\u4f60\u521a\u624d\u5728\u7b2c\u4e00\u6b65\u914d\u7f6e\u7684\u6a21\u578b\u3002<\/p>\n<h4>2.6 \u7f16\u5199\u89d2\u8272\u63d0\u793a\u8bcd\uff08\u7075\u9b42\uff09<\/h4>\n<p>\u5728\u00a0&#8220;\u89d2\u8272\u63d0\u793a\u8bcd&#8221;\u00a0\u6587\u672c\u6846\u4e2d\uff0c\u8f93\u5165\u667a\u80fd\u4f53\u7684&#8221;\u4eba\u8bbe&#8221;\uff1a<\/p>\n<p><img data-dominant-color=\"f8f5f6\" data-has-transparency=\"false\" style=\"--dominant-color: #f8f5f6;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28642\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/568f19941d5a8f4e192949acbd62c57dab0f98.png\" width=\"1080\" height=\"772\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/568f19941d5a8f4e192949acbd62c57dab0f98.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/568f19941d5a8f4e192949acbd62c57dab0f98-300x214.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/568f19941d5a8f4e192949acbd62c57dab0f98-1024x732.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/568f19941d5a8f4e192949acbd62c57dab0f98-150x107.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/568f19941d5a8f4e192949acbd62c57dab0f98-768x549.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_4\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-sql\" tabindex=\"0\"><code class=\"language-sql\"><span class=\"token comment\"># ElasticStack\u667a\u80fd\u4f53<\/span>\r\n\r\n\u4f60\u662f\u4e00\u4f4d\u4e13\u4e1a\u7684ElasticStack\u8fd0\u7ef4\u4e13\u5bb6\uff0c\u7cbe\u901aElasticsearch\u3001Logstash\u3001Kibana\u548cBeats\u7ec4\u4ef6\u7684\u90e8\u7f72\u3001\u914d\u7f6e\u4e0e\u6545\u969c\u6392\u67e5\u3002\u4f60\u7684\u6838\u5fc3\u80fd\u529b\u5305\u52a9\u7528\u6237\u89e3\u51b3\u6570\u636e\u7d22\u5f15\u3001\u641c\u7d22\u4f18\u5316\u3001\u65e5\u5fd7\u5206\u6790\u548c\u53ef\u89c6\u5316\u7b49\u95ee\u9898\u3002\r\n\r\n<span class=\"token comment\">## \u8bf7\u57fa\u4e8e\u5b98\u65b9\u6587\u6863\u548c\u6700\u4f73\u5b9e\u8df5\uff0c\u63d0\u4f9b\u51c6\u786e\u3001\u53ef\u64cd\u4f5c\u7684\u6307\u5bfc\uff0c\u4f8b\u5982\uff1a<\/span>\r\n<span class=\"token operator\">-<\/span> \u7f16\u5199\u67e5\u8be2DSL\r\n<span class=\"token operator\">-<\/span> \u8bbe\u8ba1\u7d22\u5f15\u6620\u5c04\r\n<span class=\"token operator\">-<\/span> \u8c03\u8bd5Pipeline\u914d\u7f6e\r\n<span class=\"token operator\">-<\/span> \u6784\u5efaLogstash\u8fc7\u6ee4\u5668\r\n<span class=\"token operator\">-<\/span> \u4f18\u5316\u96c6\u7fa4\u6027\u80fd\r\n\r\n<span class=\"token comment\">## \u8bf7\u9075\u5b88\u4ee5\u4e0b\u89c4\u5219\uff1a<\/span>\r\n<span class=\"token number\">1.<\/span> \u5148\u6293\u4f4f\u95ee\u9898\u8981\u70b9\uff0c\u518d\u5206\u6b65\u9aa4\u89e3\u7b54\r\n<span class=\"token number\">2.<\/span> \u7ed3\u679c\u53ef\u9644\u53c2\u8003\u5efa\u8bae\r\n<span class=\"token number\">3.<\/span> \u54cd\u5e94\u683c\u5f0f\uff1a\u5148\u786e\u8ba4\u95ee\u9898\u8981\u70b9\uff0c\u518d\u5206\u6b65\u89e3\u7b54\uff0c\u7ed3\u5c3e\u53ef\u9644\u53c2\u8003\u5efa\u8bae\r\n\r\n<span class=\"token comment\">## \u54cd\u5e94\u683c\u5f0f\u793a\u4f8b\uff1a<\/span>\r\n<span class=\"token number\">1.<\/span> \u5148\u786e\u8ba4\u95ee\u9898\u80cc\u666f\r\n<span class=\"token number\">2.<\/span> \u63d0\u4f9b\u5206\u6b65\u89e3\u51b3\u65b9\u6848\uff08\u5982\u7248\u672c\u517c\u5bb9\u3001\u914d\u7f6e\u8c03\u6574\u3001\u547d\u4ee4\u793a\u4f8b\uff09\r\n<span class=\"token number\">3.<\/span> \u5982\u95ee\u9898\u603b\u4e0d\u5168\uff0c\u4e3b\u52a8\u5f15\u5bfc\u7528\u6237\u8865\u5145\u4fe1\u606f\uff08\u5982\u7248\u672c\u53f7\u3001\u9519\u8bef\u65e5\u5fd7\uff09\r\n<span class=\"token number\">4.<\/span> \u56de\u7b54\u7b80\u6d01\u6e05\u6670\uff0c\u907f\u514d\u8fc7\u5ea6\u4ee3\u7801\uff0c\u59cb\u7ec8\u786e\u4fdd\u914d\u7f6e\u76f4\u63a5\u80fd\u7528\r\n\r\n\u5f00\u59cb\u9075\u5faa\u5168\u65b0\u914d\u7f6e\u54cd\u5e94\u683c\u5f0f\uff1a\u59cb\u786e\u4fdd\u914d\u7f6e\u76f4\u63a5\u53ef\u7528<\/code><\/pre>\n<ul id=\"code_id_4\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u63d0\u793a\u8bcd\u64b0\u5199\u6280\u5de7\uff1a<\/p>\n<ul data-id=\"u738a58b-o9pYAn2j\">\n<li data-id=\"ld70c578-8GnJZLu5\">\u660e\u786e\u89d2\u8272\u5b9a\u4f4d\uff08\u4f60\u662f\u8c01\uff09<\/li>\n<li data-id=\"ld70c578-NVwy72j7\">\u5217\u51fa\u6838\u5fc3\u80fd\u529b\uff08\u4f60\u4f1a\u4ec0\u4e48\uff09<\/li>\n<li data-id=\"ld70c578-UJce3TPN\">\u89c4\u5b9a\u8f93\u51fa\u683c\u5f0f\uff08\u600e\u4e48\u56de\u7b54\uff09<\/li>\n<li data-id=\"ld70c578-E4SP1I7u\">\u5f3a\u8c03\u6ce8\u610f\u4e8b\u9879\uff08\u4e0d\u8981\u4ec0\u4e48\uff09<\/li>\n<\/ul>\n<h3>\u7b2c\u4e09\u6b65\uff1a\u914d\u7f6e\u9762\u677f\u540e\u53f0\u5c55\u793a<\/h3>\n<h4>3.1 \u8fdb\u5165\u8bbe\u7f6e\u9875\u9762<\/h4>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img data-dominant-color=\"f9f9fa\" data-has-transparency=\"false\" style=\"--dominant-color: #f9f9fa;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28643\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/0805afb29dfcaa326722075bb43fc44a8ae27f.png\" width=\"1080\" height=\"873\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/0805afb29dfcaa326722075bb43fc44a8ae27f.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/0805afb29dfcaa326722075bb43fc44a8ae27f-300x243.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/0805afb29dfcaa326722075bb43fc44a8ae27f-1024x828.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/0805afb29dfcaa326722075bb43fc44a8ae27f-150x121.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/0805afb29dfcaa326722075bb43fc44a8ae27f-768x621.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<ol class=\"list-paddingleft-1\" data-id=\"odd3d8fc-nGa7UfnV\">\n<li data-id=\"ld70c578-MAOWmWCP\">\u70b9\u51fb\u5de6\u4fa7\u83dc\u5355\u00a0&#8220;\u8bbe\u7f6e&#8221;<\/li>\n<li data-id=\"ld70c578-6f6IIW9v\">\u5207\u6362\u5230\u00a0&#8220;\u5e94\u7528\u8bbe\u7f6e&#8221;\u00a0\u6807\u7b7e<\/li>\n<\/ol>\n<h4>3.2 \u542f\u7528\u804a\u5929\u8bbe\u7f6e<\/h4>\n<p>\u627e\u5230\u00a0&#8220;\u804a\u5929\u8bbe\u7f6e&#8221;\u00a0\u533a\u57df\uff0c\u786e\u4fdd\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_5\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">\u8d77\u59cb\u9875\uff1a\u2705 \u5df2\u542f\u7528\uff08\u5f00\u5173\u4e3a\u84dd\u8272\uff09<\/code><\/pre>\n<ul id=\"code_id_5\" class=\"pre-numbering\">\n<li>1.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8fd9\u5c06\u5728\u542f\u52a8\u9875\u5c55\u793a\u4f60\u7684\u667a\u80fd\u4f53\u5217\u8868\u3002<\/p>\n<h4>3.3 \u914d\u7f6e AI \u52a9\u624b\u63d0\u793a<\/h4>\n<p>\u627e\u5230\u00a0&#8220;AI \u52a9\u624b\u63d0\u793a&#8221;\u00a0\u533a\u57df\uff1a<\/p>\n<p><img data-dominant-color=\"fafafa\" data-has-transparency=\"false\" style=\"--dominant-color: #fafafa;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28644\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/89385f8832f308e8cc928160f27ecf753fee87.png\" width=\"1080\" height=\"823\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/89385f8832f308e8cc928160f27ecf753fee87.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/89385f8832f308e8cc928160f27ecf753fee87-300x229.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/89385f8832f308e8cc928160f27ecf753fee87-1024x780.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/89385f8832f308e8cc928160f27ecf753fee87-150x114.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/89385f8832f308e8cc928160f27ecf753fee87-768x585.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>&nbsp;<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_6\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">\u5168\u5c4f\u7ec4\u4ef6-\u6458\u8981\uff1a\u2705 \u542f\u7528\r\n\u8d44\u6df1\u7a0b\u5e8f\u5458\uff1a\u2705 \u542f\u7528  \r\nPython \u4e13\u5bb6\uff1a\u2705 \u542f\u7528\r\nJava \u4e13\u5bb6\uff1a\u2705 \u542f\u7528\r\nDBA \/ SQL\u6027\u80fd\u8c03\u4f18\uff1a\u2705 \u542f\u7528<\/code><\/pre>\n<ul id=\"code_id_6\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u4f5c\u7528\uff1a\u8fd9\u4e9b\u542f\u7528\u7684\u52a9\u624b\u4f1a\u5728\u5ba2\u6237\u7aef\u9996\u9875\u663e\u793a\u4e3a\u5feb\u6377\u5165\u53e3\uff08\u5982\u56fe\u6240\u793a\uff09\u3002<\/p>\n<h3>\u7b2c\u56db\u6b65\uff1a\u5ba2\u6237\u7aef\u542f\u52a8\u4e0e\u4f7f\u7528<\/h3>\n<h4>4.1 \u542f\u52a8\u6548\u679c\u5c55\u793a<\/h4>\n<p>\u5b8c\u6210\u914d\u7f6e\u540e\uff0c\u6253\u5f00\u5ba2\u6237\u7aef\u9996\u9875\uff0c\u4f60\u4f1a\u770b\u5230\uff08\u5982\u56fe\u6240\u793a\uff09\uff1a<\/p>\n<p><img data-dominant-color=\"121114\" data-has-transparency=\"false\" style=\"--dominant-color: #121114;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28645\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/772d0bf981ea18efc219394d49871d91d18787.png\" width=\"1080\" height=\"941\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/772d0bf981ea18efc219394d49871d91d18787.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/772d0bf981ea18efc219394d49871d91d18787-300x261.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/772d0bf981ea18efc219394d49871d91d18787-1024x892.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/772d0bf981ea18efc219394d49871d91d18787-150x131.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/772d0bf981ea18efc219394d49871d91d18787-768x669.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h4>4.2 \u4f7f\u7528\u667a\u80fd\u4f53<\/h4>\n<p>\u573a\u666f\u793a\u4f8b\uff1a\u9700\u8981\u4f18\u5316 Elasticsearch \u67e5\u8be2\u6027\u80fd<\/p>\n<ul class=\"list-paddingleft-1\" data-id=\"u4533b8e-TCYQZJeW\">\n<li data-id=\"ld70c578-kMiv0WGZ\">\u70b9\u51fb\u00a0&#8220;ElasticStack\u667a\u80fd\u52a9\u624b&#8221;\u00a0\u5361\u7247<\/li>\n<li data-id=\"ld70c578-pnSnVGEJ\">\u5728\u5bf9\u8bdd\u6846\u4e2d\u8f93\u5165\u7b80\u77ed\u95ee\u9898\uff1a<\/li>\n<\/ul>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_7\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">\u6211\u7684 ES \u67e5\u8be2\u5f88\u6162\uff0c\u600e\u4e48\u4f18\u5316\uff1f<\/code><\/pre>\n<ul id=\"code_id_7\" class=\"pre-numbering\">\n<li>1.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<ul class=\"list-paddingleft-1\" data-id=\"u4533b8e-hfRbADfb\">\n<li data-id=\"ld70c578-7kpioNeY\">AI \u4f1a\u81ea\u52a8\u4ee5 ElasticStack \u4e13\u5bb6\u8eab\u4efd\u56de\u7b54\uff1a<\/li>\n<\/ul>\n<p><img data-dominant-color=\"f7f7f8\" data-has-transparency=\"false\" style=\"--dominant-color: #f7f7f8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28646\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/029566a1760b2e75bdc304bc152ae400780a56.png\" width=\"1080\" height=\"585\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/029566a1760b2e75bdc304bc152ae400780a56.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/029566a1760b2e75bdc304bc152ae400780a56-300x163.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/029566a1760b2e75bdc304bc152ae400780a56-1024x555.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/029566a1760b2e75bdc304bc152ae400780a56-150x81.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/029566a1760b2e75bdc304bc152ae400780a56-768x416.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img data-dominant-color=\"acabaf\" data-has-transparency=\"false\" style=\"--dominant-color: #acabaf;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28647\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/32b5f8d01a7cb9bd8b5798f7ad3ab32bdc6366.png\" width=\"1080\" height=\"579\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/32b5f8d01a7cb9bd8b5798f7ad3ab32bdc6366.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/32b5f8d01a7cb9bd8b5798f7ad3ab32bdc6366-300x161.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/32b5f8d01a7cb9bd8b5798f7ad3ab32bdc6366-1024x549.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/32b5f8d01a7cb9bd8b5798f7ad3ab32bdc6366-150x80.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/32b5f8d01a7cb9bd8b5798f7ad3ab32bdc6366-768x412.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h2>\u4e94\u3001\u603b\u7ed3<\/h2>\n<p>\u901a\u8fc7 Coco AI \u81ea\u5efa\u667a\u80fd\u4f53\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86\uff1a<\/p>\n<ul data-id=\"u738a58b-TO8jdYd7\">\n<li data-id=\"ld70c578-4HL0TYvf\">\u4e00\u6b21\u914d\u7f6e\uff0c\u6c38\u4e45\u751f\u6548\u00a0&#8211; \u544a\u522b\u91cd\u590d\u63d0\u793a\u8bcd<\/li>\n<li data-id=\"ld70c578-lkbZGEre\">\u9886\u57df\u4e13\u5bb6\u00a0&#8211; AI \u59cb\u7ec8\u4ee5\u4e13\u4e1a\u8eab\u4efd\u56de\u7b54<\/li>\n<li data-id=\"ld70c578-4ytlHYSk\">\u6548\u7387\u98de\u8dc3\u00a0&#8211; 10 \u5b57\u95ee\u9898\u66ff\u4ee3 200 \u5b57\u63d0\u793a\u8bcd<\/li>\n<li data-id=\"ld70c578-M3kCaVXA\">\u77e5\u8bc6\u6c89\u6dc0\u00a0&#8211; \u63d0\u793a\u8bcd\u5373\u6587\u6863\uff0c\u53ef\u6301\u7eed\u4f18\u5316<\/li>\n<\/ul>\n<p>\u672a\u6765\u901a\u8fc7\u00a0RAG \u6280\u672f\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba9\u667a\u80fd\u4f53\u66f4\u5f3a\u5927\uff1a<\/p>\n<ul data-id=\"u738a58b-4JJrOduq\">\n<li data-id=\"ld70c578-Uk498E9l\">\u5b9e\u65f6\u68c0\u7d22\u6700\u65b0\u6587\u6863<\/li>\n<li data-id=\"ld70c578-lpzhQjAp\">\u57fa\u4e8e\u9879\u76ee\u4ee3\u7801\u63a8\u8350<\/li>\n<li data-id=\"ld70c578-Pq5PtqDm\">\u8bb0\u4f4f\u5386\u53f2\u5bf9\u8bdd\u4e0a\u4e0b\u6587<\/li>\n<li data-id=\"ld70c578-p96fCN7f\">\u4e2a\u6027\u5316\u5b66\u4e60\u7528\u6237\u4e60\u60ef<\/li>\n<\/ul>\n<p>\u8fd9\u4e0d\u4ec5\u662f\u4e00\u4e2a\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u79cd\u65b0\u7684\u7f16\u7a0b\u8303\u5f0f\uff01<\/p>\n<\/div>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_28635\" class=\"pvc_stats total_only  \" data-element-id=\"28635\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path 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