{"id":533,"date":"2026-06-29T22:19:56","date_gmt":"2026-06-29T14:19:56","guid":{"rendered":"http:\/\/www.longxiapro.com\/?p=533"},"modified":"2026-06-29T22:19:56","modified_gmt":"2026-06-29T14:19:56","slug":"lingyuanqidongzijian-ai-agentopenclaw-bushuchengbenfencengyuqinglianghualuodelujing","status":"publish","type":"post","link":"https:\/\/www.longxiapro.com\/index.php\/533\/","title":{"rendered":"\u96f6\u5143\u542f\u52a8\u81ea\u5efa AI Agent\uff1aOpenClaw \u90e8\u7f72\u6210\u672c\u5206\u5c42\u4e0e\u8f7b\u91cf\u5316\u843d\u5730\u8def\u5f84"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u524d\u8a00<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f00\u6e90 AI Agent \u6846\u67b6 OpenClaw \u51ed\u501f\u53ef\u79c1\u6709\u5316\u90e8\u7f72\u3001\u591a\u6e20\u9053\u5373\u65f6\u63a5\u5165\u3001\u5b8c\u6574\u5de5\u5177\u8c03\u7528\u94fe\u7684\u7279\u6027\uff0c\u6210\u4e3a\u5f00\u53d1\u8005\u642d\u5efa\u4e13\u5c5e\u667a\u80fd\u52a9\u7406\u7684\u4e3b\u6d41\u9009\u62e9\u3002\u5b83\u53ef\u4ee5\u5728 Telegram\u3001Discord \u7b49\u5e73\u53f0\u5b9e\u73b0 24 \u5c0f\u65f6\u54cd\u5e94\uff0c\u652f\u6491\u4fe1\u606f\u6574\u7406\u3001\u4efb\u52a1\u8c03\u5ea6\u3001\u81ea\u52a8\u5316\u64cd\u4f5c\u7b49\u591a\u79cd\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u6570\u51c6\u5907\u843d\u5730\u7684\u5f00\u53d1\u8005\uff0c\u6838\u5fc3\u56f0\u60d1\u96c6\u4e2d\u5728\u4e24\u70b9\uff1a\u4e00\u5957\u53ef\u7528\u7684\u79c1\u6709 AI \u52a9\u7406\uff0c\u771f\u5b9e\u7684\u957f\u671f\u8fd0\u884c\u6210\u672c\u662f\u591a\u5c11\uff1f\u4e0d\u540c\u9884\u7b97\u4e0b\u8be5\u600e\u4e48\u9009\u578b\u914d\u7f6e\uff0c\u624d\u80fd\u5e73\u7a33\u843d\u5730\u3001\u517c\u987e\u6548\u679c\u4e0e\u5f00\u9500\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u4f1a\u4ece\u8fd0\u884c\u67b6\u6784\u51fa\u53d1\uff0c\u62c6\u89e3\u57fa\u7840\u8bbe\u65bd\u4e0e\u5927\u6a21\u578b\u4e24\u5927\u6838\u5fc3\u6210\u672c\uff0c\u8986\u76d6\u4ece\u96f6\u6210\u672c\u5230\u65d7\u8230\u7ea7\u7684\u5b8c\u6574\u843d\u5730\u65b9\u6848\uff0c\u540c\u65f6\u7ed9\u51fa\u53ef\u76f4\u63a5\u590d\u7528\u7684\u914d\u7f6e\u4f18\u5316\u65b9\u6cd5\uff0c\u5e2e\u52a9\u4e0d\u540c\u9700\u6c42\u7684\u7528\u6237\u627e\u5230\u9002\u914d\u81ea\u5df1\u7684\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u843d\u5730\u524d\u6838\u5fc3\u8ba4\u77e5\uff1a\u6210\u672c\u6784\u6210\u4e0e\u8fd0\u884c\u903b\u8f91<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u642d\u5efa\u4e00\u5957\u53ef\u8fd0\u884c\u7684 OpenClaw AI \u52a9\u7406\uff0c\u672c\u8d28\u4e0a\u9700\u8981\u4e24\u4e2a\u6838\u5fc3\u7ec4\u4ef6\uff0c\u5bf9\u5e94\u4e24\u7c7b\u6210\u672c\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8fd0\u884c\u8f7d\u4f53<\/strong>\uff1a\u627f\u8f7d OpenClaw \u6846\u67b6\u7a0b\u5e8f\u7684\u8ba1\u7b97\u8bbe\u5907\uff0c\u76f8\u5f53\u4e8e AI \u52a9\u7406\u7684 \u201c\u8fd0\u884c\u5bb9\u5668\u201d\uff0c\u8d1f\u8d23\u7a0b\u5e8f\u8c03\u5ea6\u3001\u6d88\u606f\u6536\u53d1\u3001\u5de5\u5177\u6267\u884c\u3002\u53ef\u4ee5\u9009\u62e9\u4e91\u670d\u52a1\u5668\uff08\u6309\u6708\u4ed8\u8d39\uff0c\u514d\u786c\u4ef6\u7ef4\u62a4\uff09\uff0c\u4e5f\u53ef\u4ee5\u9009\u62e9\u672c\u5730\u8bbe\u5907\uff08\u4e00\u6b21\u6027\u6295\u5165\uff0c\u6570\u636e\u5b8c\u5168\u81ea\u7559\uff09\u3002<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u6838\u5fc3<\/strong>\uff1a\u9a71\u52a8 Agent \u63a8\u7406\u3001\u51b3\u7b56\u3001\u751f\u6210\u5185\u5bb9\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002OpenClaw \u672c\u8eab\u53ea\u662f\u8c03\u5ea6\u6846\u67b6\uff0c\u5fc5\u987b\u63a5\u5165 LLM \u624d\u80fd\u5b9e\u73b0\u667a\u80fd\u4ea4\u4e92\u3002\u53ef\u4ee5\u8c03\u7528\u4e91\u7aef API\uff08\u6309\u91cf\u4ed8\u8d39\uff0c\u65e0\u9700\u672c\u5730\u7b97\u529b\uff09\uff0c\u4e5f\u53ef\u4ee5\u8fd0\u884c\u672c\u5730\u6a21\u578b\uff08\u4e00\u6b21\u6027\u786c\u4ef6\u6295\u5165\uff0c\u65e0\u540e\u7eed API \u8d39\u7528\uff09\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u805a\u7126<strong>\u4e91\u670d\u52a1\u5668 + \u4e91\u7aef LLM API<\/strong>\u7684\u7ec4\u5408\u8def\u5f84 \u2014\u2014 \u8fd9\u662f\u843d\u5730\u95e8\u69db\u6700\u4f4e\u3001\u7075\u6d3b\u6027\u6700\u9ad8\u7684\u65b9\u6848\uff0c\u4e0d\u9700\u8981\u989d\u5916\u8d2d\u7f6e\u9ad8\u7aef\u786c\u4ef6\uff0c\u666e\u901a\u5f00\u53d1\u8005 30 \u5206\u949f\u5185\u5373\u53ef\u5b8c\u6210\u57fa\u7840\u90e8\u7f72\u3002\u672c\u5730\u90e8\u7f72\u4ec5\u4f5c\u4e3a\u8865\u5145\u65b9\u6848\u53c2\u8003\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001\u57fa\u7840\u8bbe\u65bd\u9009\u578b\uff1a\u8fd0\u884c\u8f7d\u4f53\u7684\u6210\u672c\u4e0e\u843d\u5730\u9002\u914d<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">2.1 \u6700\u4f4e\u786c\u4ef6\u8981\u6c42\u4e0e\u9002\u914d\u6807\u51c6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u5b98\u65b9\u6587\u6863\u4e0e\u5b9e\u9645\u8fd0\u884c\u6d4b\u8bd5\uff0cOpenClaw \u6838\u5fc3\u7a0b\u5e8f\u672c\u8eab\u8f7b\u91cf\u5316\u5c5e\u6027\u5f88\u5f3a\uff0c\u4f46\u4e0d\u540c\u7684\u4f7f\u7528\u573a\u666f\u5bf9\u8d44\u6e90\u9700\u6c42\u5dee\u5f02\u660e\u663e\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u914d\u7f6e\u9879<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u57fa\u7840\u8fd0\u884c\u6700\u4f4e\u8981\u6c42<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u65e5\u5e38\u4f7f\u7528\u5efa\u8bae\u89c4\u683c<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">vCPU<\/td><td class=\"has-text-align-left\" data-align=\"left\">2 \u6838<\/td><td class=\"has-text-align-left\" data-align=\"left\">2-4 \u6838<\/td><td class=\"has-text-align-left\" data-align=\"left\">4 \u6838\u53ca\u4ee5\u4e0a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5185\u5b58<\/td><td class=\"has-text-align-left\" data-align=\"left\">2GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">4GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">8GB \u53ca\u4ee5\u4e0a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5b58\u50a8<\/td><td class=\"has-text-align-left\" data-align=\"left\">2GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">10GB \u4ee5\u4e0a<\/td><td class=\"has-text-align-left\" data-align=\"left\">40GB \u4ee5\u4e0a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u7cfb\u7edf<\/td><td class=\"has-text-align-left\" data-align=\"left\">Ubuntu 22.04+\/macOS<\/td><td class=\"has-text-align-left\" data-align=\"left\">Ubuntu 24.04<\/td><td class=\"has-text-align-left\" data-align=\"left\">&#8211;<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u4f9d\u8d56<\/td><td class=\"has-text-align-left\" data-align=\"left\">Node.js \u2265 22<\/td><td class=\"has-text-align-left\" data-align=\"left\">Docker\uff08\u53ef\u9009\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">Docker 24+<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5b9e\u64cd\u63d0\u793a\uff1a\u5982\u679c\u4ec5\u8fd0\u884c\u5355\u6e20\u9053\u5bf9\u8bdd\u3001\u7b80\u5355\u5de5\u5177\u8c03\u7528\uff0c\u6811\u8393\u6d3e 4 \u7ea7\u522b\u7684\u8bbe\u5907\u5373\u53ef\u627f\u8f7d\uff1b\u4f46\u5982\u679c\u9700\u8981\u591a\u6e20\u9053\u540c\u65f6\u5728\u7ebf\u3001\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u3001\u5a92\u4f53\u5904\u7406\u7b49\u80fd\u529b\uff0c\u5efa\u8bae\u6309 4GB \u5185\u5b58\u8d77\u6b65\u914d\u7f6e\uff0c\u907f\u514d\u4efb\u52a1\u6267\u884c\u65f6\u51fa\u73b0\u5361\u987f\u6216\u8fdb\u7a0b\u4e2d\u65ad\u3002<\/p>\n<\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\">2.2 \u4e3b\u6d41\u4e91\u670d\u52a1\u5546\u9009\u578b\u4e0e\u6210\u672c\u5bf9\u6bd4<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u4e91\u5382\u5546\u7684\u540c\u89c4\u683c\u5b9e\u4f8b\uff0c\u4ef7\u683c\u5dee\u5f02\u53ef\u8fbe\u6570\u500d\uff0c\u4ee5\u4e0b\u662f\u9002\u914d OpenClaw \u7684\u4e3b\u6d41\u65b9\u6848\u5b9e\u6d4b\u5bf9\u6bd4\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u5382\u5546<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u65b9\u6848\u578b\u53f7<\/th><th class=\"has-text-align-left\" data-align=\"left\">vCPU<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5185\u5b58<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5b58\u50a8<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6708\u5747\u8d39\u7528<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u843d\u5730\u9002\u914d\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">Oracle Cloud<\/td><td class=\"has-text-align-left\" data-align=\"left\">ARM Flex<\/td><td class=\"has-text-align-left\" data-align=\"left\">2 OCPU\uff08\u7b49\u6548 4vCPU\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">4GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">100GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">0 \u5143\uff08\u6c38\u4e45\u514d\u8d39\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u514d\u8d39\u989d\u5ea6\u6700\u9ad8\uff0c\u9002\u5408\u8bd5\u73a9\u4e0e\u4f4e\u6210\u672c\u65b9\u6848\uff1b\u7eaf\u514d\u8d39\u8d26\u53f7\u6709\u95f2\u7f6e\u56de\u6536\u98ce\u9669<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Hetzner<\/td><td class=\"has-text-align-left\" data-align=\"left\">CAX11<\/td><td class=\"has-text-align-left\" data-align=\"left\">2 \u6838\uff08ARM\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">4GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">40GB NVMe<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 4-5 \u7f8e\u5143<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4ed8\u8d39\u65b9\u6848\u4e2d\u6027\u4ef7\u6700\u9ad8\uff0c\u7a33\u5b9a\u6027\u5f3a\uff0c\u65e0\u95f2\u7f6e\u56de\u6536\uff1b2026 \u5e74 4 \u6708\u8c03\u4ef7\u540e\u4ecd\u662f\u540c\u89c4\u683c\u9996\u9009<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">AWS<\/td><td class=\"has-text-align-left\" data-align=\"left\">t4g.small<\/td><td class=\"has-text-align-left\" data-align=\"left\">2 \u6838<\/td><td class=\"has-text-align-left\" data-align=\"left\">2GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">EBS \u53e6\u884c\u8ba1\u8d39<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 12 \u7f8e\u5143<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4e3b\u6d41\u516c\u6709\u4e91\uff0c\u751f\u6001\u5b8c\u5584\uff1b\u514d\u8d39\u8bd5\u7528\u6709\u671f\u9650\uff0c\u957f\u671f\u4f7f\u7528\u6210\u672c\u504f\u9ad8<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">GCP<\/td><td class=\"has-text-align-left\" data-align=\"left\">e2-small<\/td><td class=\"has-text-align-left\" data-align=\"left\">2 \u6838<\/td><td class=\"has-text-align-left\" data-align=\"left\">2GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">10GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 12 \u7f8e\u5143<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u9002\u914d Google \u751f\u6001\u4fbf\u6377\uff1b\u540c\u89c4\u683c\u4ef7\u683c\u504f\u9ad8\uff0c\u9002\u5408\u5df2\u6709 GCP \u8d44\u6e90\u7684\u7528\u6237<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Azure<\/td><td class=\"has-text-align-left\" data-align=\"left\">B2s<\/td><td class=\"has-text-align-left\" data-align=\"left\">2 \u6838<\/td><td class=\"has-text-align-left\" data-align=\"left\">4GB<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u53e6\u884c\u8d2d\u7f6e<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 30 \u7f8e\u5143<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4f01\u4e1a\u7ea7\u751f\u6001\u5b8c\u5584\uff1b\u4e2a\u4eba\u7528\u6237\u4f7f\u7528\u6210\u672c\u6700\u9ad8\uff0c\u6027\u4ef7\u6bd4\u504f\u4f4e<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">2.3 \u6838\u5fc3\u65b9\u6848\u843d\u5730\u6ce8\u610f\u4e8b\u9879<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Oracle \u6c38\u4e45\u514d\u8d39\u65b9\u6848<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5b98\u65b9 Always Free \u5c42\u7ea7\u53ef\u5f00\u901a 4 OCPU+24GB \u5185\u5b58\u7684 ARM \u5b9e\u4f8b\uff0c\u5206\u914d\u7ed9 OpenClaw 2 OCPU+4GB \u5185\u5b58\u5b8c\u5168\u591f\u7528\uff0c\u5269\u4f59\u8d44\u6e90\u53ef\u627f\u8f7d\u5176\u4ed6\u670d\u52a1\u3002<\/li>\n\n\n\n<li>\u843d\u5730\u907f\u5751\uff1a\u7eaf\u514d\u8d39\u8d26\u53f7\u5b58\u5728\u95f2\u7f6e\u5b9e\u4f8b\u88ab\u7cfb\u7edf\u56de\u6536\u7684\u98ce\u9669\uff0c\u5efa\u8bae\u5347\u7ea7\u4e3a Pay As You Go \u4ed8\u8d39\u8d26\u6237 \u2014\u2014 \u514d\u8d39\u989d\u5ea6\u5185\u7684\u8d44\u6e90\u4ecd\u4e0d\u4ea7\u751f\u8d39\u7528\uff0c\u4ec5\u8d85\u989d\u90e8\u5206\u8ba1\u8d39\uff0c\u540c\u65f6\u53ef\u5927\u5e45\u63d0\u5347\u8d26\u53f7\u7a33\u5b9a\u6027\u3002\u5efa\u8bae\u5728\u63a7\u5236\u53f0\u8bbe\u7f6e 1 \u7f8e\u5143\u9884\u7b97\u544a\u8b66\uff0c\u907f\u514d\u610f\u5916\u6263\u8d39\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Hetzner \u7a33\u5b9a\u4ed8\u8d39\u65b9\u6848<\/strong>\n<ul class=\"wp-block-list\">\n<li>CAX11 \u673a\u578b\u9002\u914d\u7edd\u5927\u591a\u6570\u4e2a\u4eba\u4e0e\u8f7b\u91cf\u56e2\u961f\u573a\u666f\uff0c\u4ef7\u683c\u900f\u660e\u65e0\u9690\u85cf\u8d39\u7528\uff0c\u7f51\u7edc\u4e0e\u78c1\u76d8\u8868\u73b0\u7a33\u5b9a\uff0c\u9002\u5408\u957f\u671f\u4f5c\u4e3a\u4e3b\u529b\u8fd0\u884c\u8f7d\u4f53\u3002<\/li>\n\n\n\n<li>\u843d\u5730\u63d0\u793a\uff1a\u4f18\u5148\u9009\u62e9\u5fb7\u56fd\u6216\u82ac\u5170\u673a\u623f\uff0c\u7f51\u7edc\u5ef6\u8fdf\u5bf9\u56fd\u5185\u7528\u6237\u53cb\u597d\u5ea6\u5c1a\u53ef\uff1b\u5f00\u901a\u65f6\u52fe\u9009\u81ea\u52a8\u5907\u4efd\u53ef\u964d\u4f4e\u6570\u636e\u4e22\u5931\u98ce\u9669\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u667a\u80fd\u6838\u5fc3\u9009\u578b\uff1a\u5927\u6a21\u578b\u6210\u672c\u4e0e\u843d\u5730\u914d\u7f6e<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">3.1 \u6a21\u578b\u9009\u578b\u6838\u5fc3\u6807\u51c6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">OpenClaw \u662f Agent \u6846\u67b6\u800c\u975e\u666e\u901a\u804a\u5929\u673a\u5668\u4eba\uff0c\u9009\u578b LLM \u4e0d\u80fd\u53ea\u770b\u4ef7\u683c\uff0c\u5fc5\u987b\u6ee1\u8db3\u4e24\u4e2a\u6838\u5fc3\u6761\u4ef6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u89c6\u89c9\u80fd\u529b\uff1a\u9002\u914d OpenClaw \u7684\u56fe\u7247\u89e3\u6790\u3001\u622a\u56fe\u5206\u6790\u7b49\u5de5\u5177\uff0c\u8986\u76d6\u66f4\u591a\u4f7f\u7528\u573a\u666f<\/li>\n\n\n\n<li>\u5de5\u5177\u8c03\u7528\u4e0e\u591a\u6b65\u63a8\u7406\u80fd\u529b\u8fbe\u6807\uff1a\u80fd\u51c6\u786e\u8bc6\u522b\u4efb\u52a1\u3001\u9009\u62e9\u5bf9\u5e94\u5de5\u5177\u3001\u5b8c\u6210\u591a\u8f6e\u6267\u884c\u95ed\u73af\uff0c\u80fd\u529b\u4e0d\u8db3\u7684\u6a21\u578b\u4f1a\u9891\u7e41\u51fa\u73b0\u9009\u9519\u5de5\u5177\u3001\u4efb\u52a1\u4e2d\u65ad\u3001\u5faa\u73af\u5361\u58f3\u7b49\u95ee\u9898<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5b9e\u64cd\u63d0\u793a\uff1a\u8f7b\u91cf\u5c0f\u6a21\u578b\u867d\u7136\u5355\u4ef7\u4f4e\uff0c\u4f46 Agent \u6267\u884c\u6548\u7387\u5dee\uff0c\u590d\u6742\u4efb\u52a1\u9700\u8981\u66f4\u591a\u8f6e\u6b21\u8c03\u7528\u53cd\u800c\u62c9\u9ad8\u603b\u6210\u672c\uff0c\u4e0d\u5efa\u8bae\u4f5c\u4e3a\u4e3b\u529b\u4f7f\u7528\u3002<\/p>\n<\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\">3.2 \u9002\u914d\u6a21\u578b\u6210\u672c\u4e0e\u80fd\u529b\u5206\u7ea7<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u662f\u7ecf\u8fc7\u5b9e\u9645\u8fd0\u884c\u9a8c\u8bc1\u3001\u9002\u914d OpenClaw \u7684\u4e3b\u6d41\u6a21\u578b\uff0c\u4ef7\u683c\u5355\u4f4d\u4e3a\u7f8e\u5143 \/ \u767e\u4e07 Token\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u670d\u52a1\u5546<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6a21\u578b\u540d\u79f0<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u8f93\u5165\u5355\u4ef7<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u8f93\u51fa\u5355\u4ef7<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u514d\u8d39\u989d\u5ea6<\/th><th class=\"has-text-align-left\" data-align=\"left\">Agent \u80fd\u529b\u8bc4\u7ea7<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9002\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">OpenAI<\/td><td class=\"has-text-align-left\" data-align=\"left\">GPT-OSS-120B<\/td><td class=\"has-text-align-left\" data-align=\"left\">0.039<\/td><td class=\"has-text-align-left\" data-align=\"left\">0.10<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u65e0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u2605\u2605\u2605\u2605\u2605<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u65e5\u5e38\u4e3b\u529b\uff0c\u6027\u4ef7\u6bd4\u9996\u9009<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Google<\/td><td class=\"has-text-align-left\" data-align=\"left\">Gemini 2.5 Flash<\/td><td class=\"has-text-align-left\" data-align=\"left\">0.30<\/td><td class=\"has-text-align-left\" data-align=\"left\">2.50<\/td><td class=\"has-text-align-left\" data-align=\"left\">10 \u6b21 \/ \u5206\u949f\u3001250 \u6b21 \/ \u5929<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u2605\u2605\u2605<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u514d\u8d39\u4f53\u9a8c\u3001\u7b80\u5355\u4efb\u52a1<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Google<\/td><td class=\"has-text-align-left\" data-align=\"left\">Gemini 3 Flash<\/td><td class=\"has-text-align-left\" data-align=\"left\">0.50<\/td><td class=\"has-text-align-left\" data-align=\"left\">3.00<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u514d\u8d39\u53ef\u7528<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u2605\u2605\u2605\u2605<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4e2d\u7b49\u590d\u6742\u5ea6\u4efb\u52a1<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Google<\/td><td class=\"has-text-align-left\" data-align=\"left\">Gemini 2.5 Pro<\/td><td class=\"has-text-align-left\" data-align=\"left\">1.25<\/td><td class=\"has-text-align-left\" data-align=\"left\">10.00<\/td><td class=\"has-text-align-left\" data-align=\"left\">5 \u6b21 \/ \u5206\u949f\u3001100 \u6b21 \/ \u5929<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u2605\u2605\u2605\u2605\u2605<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u514d\u8d39\u989d\u5ea6\u5185\u7684\u9ad8\u9636\u4efb\u52a1<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">OpenAI<\/td><td class=\"has-text-align-left\" data-align=\"left\">GPT-5.4<\/td><td class=\"has-text-align-left\" data-align=\"left\">2.50<\/td><td class=\"has-text-align-left\" data-align=\"left\">15.00<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u65e0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u2605\u2605\u2605\u2605\u2605<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u65d7\u8230\u7ea7\u590d\u6742\u63a8\u7406\u3001\u4ee3\u7801\u5f00\u53d1<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Anthropic<\/td><td class=\"has-text-align-left\" data-align=\"left\">Claude Sonnet 4.6<\/td><td class=\"has-text-align-left\" data-align=\"left\">3.00<\/td><td class=\"has-text-align-left\" data-align=\"left\">15.00<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u65e0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u2605\u2605\u2605\u2605\u2605<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u957f\u6587\u6863\u5904\u7406\u3001\u7cbe\u7ec6\u4efb\u52a1<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Anthropic<\/td><td class=\"has-text-align-left\" data-align=\"left\">Claude Opus 4.6<\/td><td class=\"has-text-align-left\" data-align=\"left\">5.00<\/td><td class=\"has-text-align-left\" data-align=\"left\">25.00<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u65e0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u2605\u2605\u2605\u2605\u2605<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6700\u9ad8\u9636\u63a8\u7406\u3001\u6781\u81f4\u8f93\u51fa\u8d28\u91cf<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u8865\u5145\u8bf4\u660e\uff1aGPT-OSS-120B \u662f\u5f00\u6e90 MoE \u67b6\u6784\u6a21\u578b\uff0c\u5355\u6b21\u6fc0\u6d3b\u53c2\u6570\u91cf\u4ec5 51 \u4ebf\uff0c\u5de5\u5177\u8c03\u7528\u3001\u6570\u5b66\u63a8\u7406\u3001\u4ee3\u7801\u80fd\u529b\u5747\u63a5\u8fd1\u65d7\u8230\u7ea7\u6c34\u5e73\uff0c\u800c\u5355\u4ef7\u4ec5\u4e3a\u65d7\u8230\u6a21\u578b\u7684\u6570\u5341\u5206\u4e4b\u4e00\uff0c\u662f\u76ee\u524d\u6210\u672c\u63a7\u5236\u7684\u6838\u5fc3\u9009\u578b\u3002<\/p>\n<\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\">3.3 Token \u6d88\u8017\u7684\u771f\u5b9e\u6784\u6210<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u6210\u672c\u4f30\u7b97\u4ec5\u6309 \u201c\u6bcf\u65e5\u6d88\u606f\u6570 \u00d7 \u5355\u6761 Token\u201d \u8ba1\u7b97\uff0c\u4e25\u91cd\u4f4e\u4f30\u4e86 Agent \u7684\u5b9e\u9645\u6d88\u8017\u3002OpenClaw \u7684 LLM \u6d88\u8017\u5206\u4e3a\u4e24\u90e8\u5206\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u4efb\u52a1\u6267\u884c\u6d88\u8017<\/strong>\uff1a\u7528\u6237\u4e3b\u52a8\u53d1\u8d77\u6307\u4ee4\u540e\uff0cAgent \u5b8c\u6210\u601d\u8003\u3001\u9009\u5de5\u5177\u3001\u6267\u884c\u3001\u6821\u9a8c\u3001\u603b\u7ed3\u5168\u6d41\u7a0b\u4ea7\u751f\u7684 Token\u3002\n<ul class=\"wp-block-list\">\n<li>\u5355\u6b21 LLM \u8c03\u7528\u9700\u8981\u643a\u5e26\u7cfb\u7edf\u63d0\u793a\u3001\u5de5\u5177\u5b9a\u4e49\u3001\u6280\u80fd\u4e0a\u4e0b\u6587\u3001\u5bf9\u8bdd\u5386\u53f2\uff0c\u57fa\u7840\u4e0a\u4e0b\u6587\u901a\u5e38\u5728 8K-15K Token\u3002<\/li>\n\n\n\n<li>\u4e00\u4e2a\u4e2d\u7b49\u590d\u6742\u5ea6\u4efb\u52a1\u9700\u8981 3-8 \u8f6e LLM \u8c03\u7528\uff0c\u5355\u4efb\u52a1\u8f93\u5165 Token \u6d88\u8017\u7ea6 80K-150K\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5fc3\u8df3\u673a\u5236\u6d88\u8017<\/strong>\uff1aOpenClaw \u9ed8\u8ba4\u4f1a\u5b9a\u671f\u89e6\u53d1\u540e\u53f0 LLM \u8c03\u7528\uff0c\u68c0\u67e5\u5f85\u529e\u4efb\u52a1\u3001\u6267\u884c\u5b9a\u65f6\u8c03\u5ea6\uff0c\u5373\u4f7f\u7528\u6237\u6ca1\u6709\u4e3b\u52a8\u53d1\u6d88\u606f\u4e5f\u4f1a\u4ea7\u751f\u6d88\u8017\u3002\n<ul class=\"wp-block-list\">\n<li>\u9ed8\u8ba4\u6bcf 30 \u5206\u949f\u89e6\u53d1\u4e00\u6b21\uff0c\u5355\u6b21\u643a\u5e26\u5b8c\u6574\u5de5\u4f5c\u533a\u4e0a\u4e0b\u6587\uff0c\u6d88\u8017 8K-15K \u8f93\u5165 Token\u3002<\/li>\n\n\n\n<li>\u5168\u5929\u65e0\u64cd\u4f5c\u60c5\u51b5\u4e0b\uff0c\u4ec5\u5fc3\u8df3\u5c31\u4f1a\u6d88\u8017\u7ea6 570K \u8f93\u5165 Token\uff0c\u662f\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u6210\u672c\u9879\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u6309\u4e0d\u540c\u4f7f\u7528\u5f3a\u5ea6\uff0c\u6708\u5ea6 Token \u6d88\u8017\u53c2\u8003\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u4f7f\u7528\u5f3a\u5ea6<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6bcf\u65e5\u4efb\u52a1\u6570<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6708\u5ea6\u8f93\u5165 Token<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6708\u5ea6\u8f93\u51fa Token<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">\u8f7b\u5ea6\u4f7f\u7528<\/td><td class=\"has-text-align-left\" data-align=\"left\">5-10 \u6b21<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 5M<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 1M<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u65e5\u5e38\u4f7f\u7528<\/td><td class=\"has-text-align-left\" data-align=\"left\">15-25 \u6b21<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 20M<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 5M<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u91cd\u5ea6\u4f7f\u7528<\/td><td class=\"has-text-align-left\" data-align=\"left\">40 \u6b21\u4ee5\u4e0a<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 80M<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7ea6 20M<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">3.4 \u843d\u5730\u6210\u672c\u4f18\u5316\u914d\u7f6e<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9\u5fc3\u8df3\u7b49\u9690\u6027\u6d88\u8017\uff0c\u53ef\u901a\u8fc7\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\u76f4\u63a5\u4f18\u5316\uff0c\u6548\u679c\u663e\u8457\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e0\u5b9a\u65f6\u4efb\u52a1\u9700\u6c42\uff1a\u76f4\u63a5\u5173\u95ed\u5fc3\u8df3\uff0c\u914d\u7f6e\u9879\u8bbe\u7f6e <code>every: \"0m\"<\/code>\uff0c\u5b8c\u5168\u6d88\u9664\u540e\u53f0\u6d88\u8017\u3002<\/li>\n\n\n\n<li>\u6709\u5b9a\u65f6\u4efb\u52a1\u9700\u6c42\uff1a\u5f00\u542f\u8f7b\u91cf\u5316\u6a21\u5f0f\uff0c\u914d\u7f6e <code>isolatedSession: true<\/code> + <code>lightContext: true<\/code>\uff0c\u5355\u6b21\u5fc3\u8df3 Token \u6d88\u8017\u964d\u81f3 2K-5K\uff0c\u51cf\u5c11\u7ea6 90% \u7684\u540e\u53f0\u5f00\u9500\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u5206\u6863\u4f4d\u843d\u5730\u5168\u65b9\u6848\uff1a\u4ece 0 \u6210\u672c\u5230\u65d7\u8230\u7ea7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u65b9\u6848\u5747\u5305\u542b\u6210\u672c\u6784\u6210\u3001\u9009\u578b\u903b\u8f91\u3001\u53ef\u76f4\u63a5\u6267\u884c\u7684\u843d\u5730\u6b65\u9aa4\uff0c\u8986\u76d6\u4e0d\u540c\u9884\u7b97\u4e0e\u9700\u6c42\u573a\u666f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b9\u6848 1\uff1a\u96f6\u6210\u672c\u4f53\u9a8c\u6863\uff08\u6708\u6210\u672c 0 \u7f8e\u5143\uff09<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1aOracle Cloud ARM \u514d\u8d39\u5b9e\u4f8b\uff082 OCPU + 4GB \u5185\u5b58\uff09<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u6838\u5fc3<\/strong>\uff1aGoogle AI Studio Gemini 2.5 Flash \u514d\u8d39\u989d\u5ea6<\/li>\n\n\n\n<li><strong>\u4f18\u5316\u914d\u7f6e<\/strong>\uff1a\u5173\u95ed\u5fc3\u8df3\u673a\u5236\uff0c\u6d88\u9664\u540e\u53f0 Token \u6d88\u8017<\/li>\n\n\n\n<li><strong>\u843d\u5730\u6b65\u9aa4<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u6ce8\u518c Oracle Cloud \u8d26\u6237\uff0c\u521b\u5efa ARM \u67b6\u6784\u7684 Always Free \u5b9e\u4f8b\uff0c\u9009\u62e9 Ubuntu 24.04 \u7cfb\u7edf\uff0c\u914d\u7f6e SSH \u5bc6\u94a5\u4e0e\u5b89\u5168\u7ec4\u3002<\/li>\n\n\n\n<li>\u6ce8\u518c Google AI Studio \u8d26\u53f7\uff0c\u83b7\u53d6 Gemini 2.5 Flash API \u5bc6\u94a5\uff0c\u65e0\u9700\u7ed1\u5b9a\u4fe1\u7528\u5361\u3002<\/li>\n\n\n\n<li>\u6309\u7167\u5b98\u65b9\u6587\u6863\u5728\u5b9e\u4f8b\u4e2d\u90e8\u7f72 OpenClaw \u6838\u5fc3\u7a0b\u5e8f\uff0c\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u586b\u5165 API \u5bc6\u94a5\uff0c\u6307\u5b9a\u6a21\u578b\u4e3a Gemini 2.5 Flash\u3002<\/li>\n\n\n\n<li>\u5728\u914d\u7f6e\u4e2d\u5173\u95ed\u5fc3\u8df3\u8c03\u5ea6\uff0c\u63a5\u5165\u5355\u6e20\u9053\uff08\u5982 Telegram\uff09\u6d4b\u8bd5\u57fa\u7840\u529f\u80fd\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u521d\u6b21\u4f53\u9a8c AI Agent \u529f\u80fd\u3001\u8f7b\u5ea6\u65e5\u5e38\u95ee\u7b54\u4e0e\u7b80\u5355\u5de5\u5177\u8c03\u7528\uff1b\u6bcf\u65e5\u4efb\u52a1\u5efa\u8bae\u63a7\u5236\u5728 10-15 \u4e2a\u4ee5\u5185\uff0c\u907f\u514d\u8d85\u51fa\u514d\u8d39\u8c03\u7528\u9650\u989d\u3002<\/li>\n\n\n\n<li><strong>\u5c40\u9650<\/strong>\uff1a\u6a21\u578b Agent \u80fd\u529b\u4e00\u822c\uff0c\u590d\u6742\u591a\u6b65\u4efb\u52a1\u5bb9\u6613\u5361\u58f3\uff1bOracle \u5b9e\u4f8b\u5b58\u5728\u6f5c\u5728\u56de\u6536\u98ce\u9669\uff0c\u9002\u5408\u4f53\u9a8c\u800c\u975e\u957f\u671f\u4e3b\u529b\u4f7f\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b9\u6848 2\uff1a\u8d85\u4f4e\u6210\u672c\u5b9e\u7528\u6863\uff08\u6708\u6210\u672c\u7ea6 2-5 \u7f8e\u5143\uff09<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1aOracle Cloud ARM \u514d\u8d39\u5b9e\u4f8b\uff08\u5347\u7ea7 Pay As You Go \u4fdd\u969c\u7a33\u5b9a\u6027\uff09<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u6838\u5fc3<\/strong>\uff1aGPT-OSS-120B API<\/li>\n\n\n\n<li><strong>\u4f18\u5316\u914d\u7f6e<\/strong>\uff1a\u53ef\u4fdd\u7559\u8f7b\u91cf\u5316\u5fc3\u8df3\uff0c\u6708\u5ea6\u5fc3\u8df3\u6210\u672c\u7ea6 0.72 \u7f8e\u5143<\/li>\n\n\n\n<li><strong>\u843d\u5730\u6b65\u9aa4<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>Oracle \u5b9e\u4f8b\u5347\u7ea7\u4e3a\u4ed8\u8d39\u8d26\u6237\uff0c\u8bbe\u7f6e\u9884\u7b97\u544a\u8b66\uff0c\u4fdd\u969c\u5b9e\u4f8b\u4e0d\u88ab\u56de\u6536\u3002<\/li>\n\n\n\n<li>\u63a5\u5165 GPT-OSS-120B API\uff0c\u66ff\u6362\u539f\u514d\u8d39\u6a21\u578b\uff0c\u5728\u914d\u7f6e\u4e2d\u5f00\u542f\u5de5\u5177\u8c03\u7528\u5168\u6743\u9650\u3002<\/li>\n\n\n\n<li>\u6309\u9700\u5f00\u542f\u8f7b\u91cf\u5316\u5fc3\u8df3\uff0c\u914d\u7f6e\u57fa\u7840\u5b9a\u65f6\u4efb\u52a1\uff08\u5982\u6bcf\u65e5\u4fe1\u606f\u7b80\u62a5\uff09\u3002<\/li>\n\n\n\n<li>\u63a5\u5165 2-3 \u4e2a\u6d88\u606f\u6e20\u9053\uff0c\u6d4b\u8bd5\u591a\u6b65\u4efb\u52a1\u6267\u884c\u6548\u679c\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u9884\u7b97\u6709\u9650\u4f46\u9700\u8981\u7a33\u5b9a Agent \u80fd\u529b\u7684\u4e2a\u4eba\u7528\u6237\uff1b\u65e5\u5e38\u4efb\u52a1\u3001\u4fe1\u606f\u6574\u7406\u3001\u8f7b\u91cf\u81ea\u52a8\u5316\u5747\u53ef\u6d41\u7545\u652f\u6491\uff0c\u662f\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u7ec4\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b9\u6848 3\uff1a\u65e5\u5e38\u5de5\u4f5c\u7a33\u5b9a\u6863\uff08\u6708\u6210\u672c\u7ea6 7 \u7f8e\u5143\uff09<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1aHetzner CAX11 \u5b9e\u4f8b\uff08\u6708\u8d39\u7ea6 4-5 \u7f8e\u5143\uff09<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u6838\u5fc3<\/strong>\uff1aGPT-OSS-120B API<\/li>\n\n\n\n<li><strong>\u4f18\u5316\u914d\u7f6e<\/strong>\uff1a\u8f7b\u91cf\u5316\u5fc3\u8df3\u5e38\u9a7b\uff0c\u8fdb\u7a0b\u5b88\u62a4\u4fdd\u969c\u8fd0\u884c\u7a33\u5b9a<\/li>\n\n\n\n<li><strong>\u843d\u5730\u6b65\u9aa4<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u5f00\u901a Hetzner CAX11 \u5b9e\u4f8b\uff0c\u521d\u59cb\u5316\u7cfb\u7edf\u73af\u5883\uff0c\u914d\u7f6e\u9632\u706b\u5899\u4e0e\u8fdb\u7a0b\u5b88\u62a4\u5de5\u5177\uff08\u5982 PM2\uff09\u3002<\/li>\n\n\n\n<li>\u90e8\u7f72 OpenClaw \u5e76\u63a5\u5165 GPT-OSS-120B\uff0c\u5b8c\u6210\u591a\u6e20\u9053\u63a5\u5165\uff08Telegram\u3001Discord \u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u81ea\u5b9a\u4e49\u6280\u80fd\u4e0e\u5de5\u5177\u767d\u540d\u5355\uff0c\u9002\u914d\u4e2a\u4eba\u5de5\u4f5c\u6d41\uff08\u5982\u65e5\u7a0b\u63d0\u9192\u3001\u6587\u6863\u6c47\u603b\u3001\u6570\u636e\u67e5\u8be2\uff09\u3002<\/li>\n\n\n\n<li>\u5f00\u542f\u5b9a\u65f6\u4efb\u52a1\uff0c\u8bbe\u7f6e\u65e5\u5fd7\u8f6e\u8f6c\u4e0e\u6570\u636e\u5907\u4efd\uff0c\u4fdd\u969c\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u6bcf\u65e5\u9ad8\u9891\u4f7f\u7528\u3001\u9700\u8981\u7a33\u5b9a\u8fd0\u884c\u7684\u5de5\u4f5c\u8f85\u52a9\u573a\u666f\uff1b\u670d\u52a1\u5668\u65e0\u56de\u6536\u98ce\u9669\uff0c\u6a21\u578b\u80fd\u529b\u8986\u76d6\u7edd\u5927\u591a\u6570\u65e5\u5e38\u9700\u6c42\uff0c\u662f\u591a\u6570\u7528\u6237\u7684\u4e3b\u529b\u63a8\u8350\u65b9\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b9\u6848 4\uff1a\u65d7\u8230\u7ea7\u751f\u4ea7\u6863\uff08\u6708\u6210\u672c\u7ea6 140-330 \u7f8e\u5143\uff09<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1aHetzner CAX11 \u53ca\u4ee5\u4e0a\u89c4\u683c\u5b9e\u4f8b\uff0c\u9884\u7559\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u8d44\u6e90<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u6838\u5fc3<\/strong>\uff1aGPT-5.4 \/ Claude Sonnet 4.6 \/ Opus 4.6\uff08\u53ef\u914d\u7f6e\u591a\u6a21\u578b\u5207\u6362\uff09<\/li>\n\n\n\n<li><strong>\u4f18\u5316\u914d\u7f6e<\/strong>\uff1a\u5206\u573a\u666f\u8c03\u5ea6\u6a21\u578b\uff0c\u7b80\u5355\u4efb\u52a1\u7528\u4f4e\u6210\u672c\u6a21\u578b\uff0c\u590d\u6742\u4efb\u52a1\u8c03\u7528\u65d7\u8230\u6a21\u578b<\/li>\n\n\n\n<li><strong>\u843d\u5730\u6b65\u9aa4<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u5347\u7ea7\u5b9e\u4f8b\u914d\u7f6e\uff0c\u90e8\u7f72\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u4f9d\u8d56\uff0c\u914d\u7f6e Docker \u8fd0\u884c\u73af\u5883\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u591a\u6a21\u578b\u8def\u7531\u7b56\u7565\uff1a\u666e\u901a\u5bf9\u8bdd\u3001\u7b80\u5355\u5de5\u5177\u8c03\u7528\u4f7f\u7528\u4f4e\u6210\u672c\u6a21\u578b\uff1b\u4ee3\u7801\u5f00\u53d1\u3001\u957f\u6587\u6863\u5206\u6790\u3001\u590d\u6742\u63a8\u7406\u4efb\u52a1\u8c03\u7528\u65d7\u8230\u6a21\u578b\u3002<\/li>\n\n\n\n<li>\u843d\u5730\u5168\u573a\u666f\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\uff0c\u5982\u7f51\u9875\u6570\u636e\u6293\u53d6\u3001\u6587\u6863\u6279\u91cf\u5904\u7406\u3001\u4ee3\u7801\u8c03\u8bd5\u8f85\u52a9\u7b49\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u8be6\u7ec6\u7684\u6210\u672c\u76d1\u63a7\u4e0e Token \u9650\u989d\uff0c\u907f\u514d\u5f02\u5e38\u8c03\u7528\u4ea7\u751f\u9ad8\u989d\u8d39\u7528\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u5bf9\u8f93\u51fa\u8d28\u91cf\u3001\u63a8\u7406\u80fd\u529b\u8981\u6c42\u6781\u9ad8\u7684\u4e13\u4e1a\u7528\u6237\u3001\u5c0f\u56e2\u961f\u534f\u4f5c\u573a\u666f\uff1b\u65d7\u8230\u6a21\u578b\u5728\u590d\u6742\u903b\u8f91\u3001\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u4e0a\u4f18\u52bf\u660e\u663e\uff0c\u4f46\u6210\u672c\u4e0e\u57fa\u7840\u65b9\u6848\u5dee\u8ddd\u8f83\u5927\uff0c\u5efa\u8bae\u5148\u4ece\u57fa\u7840\u65b9\u6848\u8bd5\u7528\uff0c\u9047\u5230\u74f6\u9888\u518d\u5347\u7ea7\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e94\u3001\u843d\u5730\u540e\u7684\u4f18\u5316\u4e0e\u5b89\u5168\u7ba1\u63a7<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">5.1 \u6301\u7eed\u6210\u672c\u4f18\u5316<\/h4>\n\n\n\n<ul 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-533","post","type-post","status-publish","format-standard","hentry","category-openclawjiaocheng"],"_links":{"self":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/533","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/comments?post=533"}],"version-history":[{"count":1,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/533\/revisions"}],"predecessor-version":[{"id":534,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/533\/revisions\/534"}],"wp:attachment":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/media?parent=533"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/categories?post=533"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/tags?post=533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}