{"id":7792,"date":"2026-11-04T16:14:58","date_gmt":"2026-11-04T16:14:58","guid":{"rendered":"https:\/\/jonjones.ai\/uncategorized\/self-hosted-ai-agent\/"},"modified":"2026-11-04T16:14:58","modified_gmt":"2026-11-04T16:14:58","slug":"%e8%87%aa%e8%a8%97%e7%ae%a1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86","status":"publish","type":"post","link":"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e8%87%aa%e8%a8%97%e7%ae%a1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86\/","title":{"rendered":"\u81ea\u8a17\u7ba1\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u4f60\u53ef\u4ee5\u64c1\u6709\u7684 4 \u500b\u5c64\u7d1a\uff0c\u4ee5\u53ca\u771f\u6b63\u6703\u54ac\u4eba\u7684\u90a3\u4e00\u5c64\uff082026 \u5e74\uff09"},"content":{"rendered":"<p>\u641c\u5c0b\u201c\u81ea\u67b6AI\u4ee3\u7406\u201d\uff0c\u4f60\u6703\u770b\u5230\u5169\u7a2e\u9801\u9762\u3002 GPU\u5ee0\u5546\u6703\u89e3\u91cb\u5982\u4f55\u5c07\u4e00\u500b\u64c1\u6709700\u5104\u53c3\u6578\u7684\u6a21\u578b\u585e\u9032\u79df\u7528\u7684\u786c\u9ad4\u4e0a\u3002\u5de5\u5177\u88fd\u9020\u5546\u5247\u6703\u7d66\u4f60\u4e00\u500b\u6392\u540d\u5217\u8868\uff0c\u6709\u8da3\u7684\u662f\uff0c\u4ed6\u5011\u81ea\u5df1\u6392\u5728\u7b2c\u4e00\u4f4d\u3002\u5169\u8005\u90fd\u628a\u81ea\u8a17\u7ba1\u770b\u6210\u4e00\u500b\u55ae\u4e00\u7684\u6c7a\u7b56\u3002\u4f46\u5be6\u969b\u4e0a\uff0c\u5b83\u5305\u542b\u56db\u500b\u6c7a\u7b56\uff0c\u800c\u771f\u6b63\u53ef\u80fd\u5c0d\u4f60\u9020\u6210\u50b7\u5bb3\u7684\uff0c\u6b63\u662f\u90a3\u4e9b\u7121\u4eba\u554f\u6d25\u7684\u65b9\u6848\u3002.<\/p>\n<p>\u6211\u5f9e6\u670812\u65e5\u958b\u59cb\u904b\u884c\u4e00\u500b\u81ea\u67b6\u7684AI\u4ee3\u7406\u96c6\u7fa4\uff1a10\u591a\u500b\u54c1\u724c\u5bb9\u5668\uff0c\u6bcf\u500b\u5bb9\u5668\u90fd\u904b\u884c\u4e00\u500bClaude Code\u4ee3\u7406\uff0c\u4e26\u8a2d\u5b9a\u4e86\u5b9a\u6642\u4efb\u52d9\u3002\u9019\u7bc7\u6587\u7ae0\u662f\u7531\u5176\u4e2d\u4e00\u500b\u4ee3\u7406\u5546\u5728\u51cc\u66680\u9ede05\u5206\u5beb\u7684\uff0c\u7576\u6642\u6211\u9084\u5728\u7761\u89ba\u3002\u5230\u76ee\u524d\u70ba\u6b62\uff0c\u5b83\u5df2\u7d93\u904b\u884c\u4e861940\u6b21\u3002\u6240\u4ee5\u9019\u4e0d\u662f\u57fa\u65bc\u6f14\u793a\u7248\u7684\u8cfc\u8cb7\u6307\u5357\uff0c\u800c\u662f\u6211\u5728\u4f60\u5b89\u88dd\u4efb\u4f55\u6771\u897f\u4e4b\u524d\u6703\u544a\u8a34\u4f60\u7684\u3002.<\/p>\n<p>\u5230\u6700\u5f8c\uff0c\u60a8\u5c07\u4e86\u89e3\u300c\u81ea\u8a17\u7ba1\u300d\u7684\u771f\u6b63\u542b\u7fa9\uff0c\u5c0d\u65bc\u60a8\u9019\u7a2e\u898f\u6a21\u7684\u4f01\u696d\u4f86\u8aaa\uff0c\u56db\u5c64\u67b6\u69cb\u4e2d\u7684\u54ea\u4e00\u5c64\u503c\u5f97\u64c1\u6709\uff0c\u54ea\u7a2e\u8edf\u9ad4\u9069\u5408\u54ea\u9805\u5de5\u4f5c\uff0c\u4ee5\u53ca\u5728\u81ea\u8a17\u7ba1\u4ee3\u7406\u7372\u53d6\u60a8\u7684\u5bc6\u78bc\u4e4b\u524d\u9700\u8981\u56de\u7b54\u7684\u4e03\u500b\u554f\u984c\u3002.<\/p>\n\n<h2>\u81ea\u8a17\u7ba1 AI \u4ee3\u7406\u7684\u771f\u6b63\u9762\u8c8c\uff1a\u56db\u5c64\u7d50\u69cb\uff0c\u800c\u975e\u55ae\u5c64\u7d50\u69cb<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"752\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s1-20261105.jpg\" alt=\"\u81ea\u8a17\u7ba1\u4eba\u5de5\u667a\u6167\u4ee3\u7406\" class=\"wp-image-7785\" srcset=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s1-20261105.jpg 1344w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s1-20261105-768x430.jpg 768w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s1-20261105-18x10.jpg 18w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s1-20261105-600x336.jpg 600w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<p>\u81ea\u8a17\u7ba1 AI \u4ee3\u7406\u7a0b\u5f0f\u662f\u6307\u904b\u884c\u5728\u60a8\u63a7\u5236\u7684\u6a5f\u5668\uff08\u7b46\u8a18\u578b\u96fb\u8166\u3001Mac Mini\u3001VPS\u3001\u516c\u53f8\u96f2\u7aef\u5e33\u6236\uff09\u4e0a\uff0c\u800c\u4e0d\u662f\u904b\u884c\u5728\u4f9b\u61c9\u5546\u5e73\u53f0\u4e0a\u7684\u4ee3\u7406\u8edf\u9ad4\u3002\u9019\u662f\u5b57\u9762\u4e0a\u7684\u5b9a\u7fa9\u3002\u66f4\u5be6\u7528\u7684\u8aaa\u6cd5\u662f\uff0c\u6bcf\u500b\u4ee3\u7406\u7a0b\u5f0f\u90fd\u7531\u56db\u500b\u5c64\u5efa\u69cb\u800c\u6210\uff0c\u60a8\u53ef\u4ee5\u5206\u5225\u81ea\u884c\u8a17\u7ba1\u6bcf\u4e00\u5c64\u3002.<\/p>\n<ol>\n<li><strong>\u6a21\u578b\uff08\u5927\u8166\uff09\u3002.<\/strong> \u8ca0\u8cac\u63a8\u7406\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u3002\u81ea\u8a17\u7ba1\u610f\u5473\u8457\u5728\u81ea\u5df1\u7684 GPU \u4e0a\u904b\u884c Llama\u3001Qwen \u6216 DeepSeek \u7b49\u958b\u6e90\u6b0a\u91cd\u3002\u79df\u7528\u5247\u8868\u793a\u9700\u8981\u547c\u53eb Anthropic\u3001OpenAI \u6216 Google \u7684 API\u3002.<\/li>\n<li><strong>\u904b\u884c\u6642\uff08\u4e3b\u9ad4\uff09\u3002.<\/strong> \u5faa\u74b0\u7a0b\u5f0f\uff1a\u8b80\u53d6\u6307\u4ee4\u3001\u547c\u53eb\u6a21\u578b\u3001\u4f7f\u7528\u5de5\u5177\u3001\u6aa2\u67e5\u7d50\u679c\u3001\u91cd\u8907\u3002 OpenClaw\u3001n8n\u3001Agent Zero \u548c\u7121\u982d\u904b\u884c\u7684 Claude Code \u90fd\u662f\u57f7\u884c\u6642\u9593\u74b0\u5883\u3002.<\/li>\n<li><strong>\u5167\u5b58\uff08\u7b46\u8a18\u672c\uff09\u3002.<\/strong> \u4ee3\u7406\u7a0b\u5f0f\u6703\u5c07\u5b83\u5b78\u5230\u7684\u77e5\u8b58\u548c\u5b83\u57f7\u884c\u7684\u64cd\u4f5c\u4fdd\u5b58\u5728\u54ea\u88e1\uff1a\u6a94\u6848\u3001\u8cc7\u6599\u5eab\u3001\u5411\u91cf\u5132\u5b58\u3001\u65e5\u8a8c\u3002.<\/li>\n<li><strong>\u96d9\u624b\uff08\u9470\u5319\uff09\u3002.<\/strong> \u4ee3\u7406\u7528\u65bc\u8207\u5916\u754c\u4e92\u52d5\u7684\u6191\u8b49\u3001\u5de5\u5177\u548c\u7db2\u8def\u8def\u7531\u3002\u4f8b\u5982\uff1aAPI\u91d1\u9470\u3001\u60a8\u7684\u96fb\u5b50\u90f5\u4ef6\u767b\u5165\u8cc7\u8a0a\u3001\u60a8\u7684WordPress\u5bc6\u78bc\u4ee5\u53ca\u5176\u5b58\u53d6\u7db2\u969b\u7db2\u8def\u7684\u6b0a\u9650\u3002.<\/li>\n<\/ol>\n<p>\u5927\u591a\u6578\u6307\u5357\u53ea\u4ecb\u7d39\u5230\u7b2c\u4e09\u7bc7\u3002 Runpod \u7684 <a href=\"https:\/\/www.runpod.io\/articles\/guides\/hosting-and-running-private-ai-agents\" target=\"_blank\" rel=\"noopener\">\u79c1\u4eba\u4ee3\u7406\u4eba\u6307\u5357<\/a>, \u76ee\u524d\u4f4d\u65bc\u7b2c\u4e00\u9801\u7684\u6587\u7ae0\u5c07\u81ea\u8a17\u7ba1\u5806\u758a\u5206\u70ba\u63a8\u7406\u3001\u7de8\u6392\u548c\u8a18\u61b6\u9ad4\u4e09\u500b\u5c64\u7d1a\uff0c\u4e26\u6307\u51fa\u63a8\u7406\u5c64\u5c0d\u96b1\u79c1\u6700\u70ba\u91cd\u8981\u3002\u5982\u679c\u4f60\u64d4\u5fc3\u7684\u662f\u2026\u2026\uff0c\u90a3\u9ebc\u9019\u7a2e\u8aaa\u6cd5\u662f\u6b63\u78ba\u7684\u3002 <em>\u8ab0\u6703\u8b80\u53d6\u4f60\u7684\u6578\u64da<\/em>. \u5982\u679c\u4f60\u64d4\u5fc3\u7684\u662f <em>\u4ee3\u7406\u4eba\u80fd\u505a\u4ec0\u9ebc<\/em>, \u5176\u4e2d\u6700\u91cd\u8981\u7684\u4e00\u5c64\u662f\u7b2c\u56db\u5c64\uff0c\u4f46\u5b83\u4e26\u6c92\u6709\u986f\u793a\u5728\u5716\u4e2d\u3002.<\/p>\n<p>\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u9019\u7a2e\u5340\u5225\u5c0d\u4f60\u5f88\u91cd\u8981\u3002\u5373\u4f7f\u4f60\u5728\u81ea\u5df1\u7684\u4f3a\u670d\u5668\u4e0a\u904b\u884c\u6bcf\u4e00\u5c64\uff0c\u4ecd\u7136\u53ef\u80fd\u51fa\u73fe\u4ee3\u7406\u6e05\u7a7a\u90f5\u7bb1\u3001\u767c\u5e03\u932f\u8aa4\u5167\u5bb9\u6216\u6d29\u9732\u5bc6\u9470\u7684\u60c5\u6cc1\uff0c\u56e0\u70ba\u81ea\u8a17\u7ba1\u6703\u9077\u79fb\u3002 <strong>\u5728\u54ea\u88e1<\/strong> \u4ee3\u7406\u7a0b\u5f0f\u6b63\u5728\u904b\u884c\u3002\u5b83\u4e0d\u6703\u6539\u8b8a\u3002 <strong>\u53ef\u4ee5\u89f8\u6478\u7684\u6771\u897f<\/strong>. \u5148\u8a18\u4f4f\u9019\u4e00\u9ede\uff1b\u6211\u5011\u7a0d\u5f8c\u6703\u7528\u6578\u5b57\u4f86\u8a0e\u8ad6\u5b83\u3002.<\/p>\n\n<h2>\u70ba\u4ec0\u9ebc\u5927\u5bb6\u7a81\u7136\u90fd\u5728\u627e\u81ea\u67b6\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1f<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"752\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s2-20261105.jpg\" alt=\"\u4e00\u7fa4\u5c0f\u578b\u6a5f\u5668\u4eba\u5f9e\u7bb1\u5b50\u88e1\u722c\u51fa\u4f86\uff0c\u9023\u63a5\u5230\u5bb6\u7528\u4f3a\u670d\u5668\u4e0a\uff0c2026 \u5e74\u81ea\u67b6\u4ee3\u7406\u5546\u6fc0\u589e\" class=\"wp-image-7786\" srcset=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s2-20261105.jpg 1344w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s2-20261105-768x430.jpg 768w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s2-20261105-18x10.jpg 18w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s2-20261105-600x336.jpg 600w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<p>\u4e00\u5e74\u524d\uff0c\u9019\u500b\u8a5e\u5e7e\u4e4e\u9084\u4e0d\u5b58\u5728\u3002 DataForSEO \u7684\u6578\u64da\u986f\u793a\uff0c\u73fe\u5728\u5b83\u5728\u7f8e\u570b\u7684\u5e73\u5747\u6708\u641c\u5c0b\u91cf\u7d04\u70ba 5400 \u6b21\uff0c\u50c5 9 \u6708\u5c31\u9054\u5230\u4e86\u7d04 22200 \u6b21\u3002\u9019\u4e3b\u8981\u6b78\u529f\u65bc\u4e09\u500b\u56e0\u7d20\u3002.<\/p>\n<h3>OpenClaw\u6548\u61c9<\/h3>\n<p>OpenClaw \u662f\u4e00\u6b3e\u7372\u5f97 MIT \u8a31\u53ef\u7684\u500b\u4eba\u667a\u6167\u52a9\u624b\uff0c\u4f60\u53ef\u4ee5\u900f\u904e WhatsApp\u3001Telegram \u6216 Discord \u8207\u4e4b\u804a\u5929\u3002\u5b83\u8b93\u300c\u4e00\u500b\u904b\u884c\u5728\u6211\u96fb\u8166\u4e0a\u4e26\u80fd\u505a\u4e8b\u60c5\u7684\u4eba\u5de5\u667a\u6167\u300d\u8b8a\u5f97\u7fd2\u4ee5\u70ba\u5e38\u3002\u5b83\u7684\u5275\u59cb\u4eba Peter Steinberger \u65bc 2026 \u5e74 2 \u6708 14 \u65e5\u5ba3\u5e03\u52a0\u5165 OpenAI\uff0c\u8a72\u8a08\u756b\u96a8\u5f8c\u8f49\u81f3\u4e00\u500b\u7368\u7acb\u7684\u57fa\u91d1\u6703\u3002 <a href=\"https:\/\/medium.com\/@kenichiroouchi\/beyond-chatbots-how-i-built-a-self-hosted-ai-agent-lex-on-a-mac-mini-for-0-002-per-task-06a637e4ceb2\" target=\"_blank\" rel=\"noopener\">\u672c\u6587\u4ecb\u7d39\u4e86\u5728\u914d\u5099 8GB \u8a18\u61b6\u9ad4\u7684 M1 Mac Mini \u4e0a\u904b\u884c\u8a72\u7a0b\u5f0f\u7684\u9ad4\u9a57\u3002<\/a> \u5178\u578b\u7684\u6d41\u7a0b\u662f\uff1aDocker\u3001\u5b9a\u6642\u4efb\u52d9\u3001Slack\u8a0a\u606f\uff0c\u4ee5\u53ca\u4f5c\u70ba\u6838\u5fc3\u7684\u96f2\u7aef\u6a21\u578b\uff0c\u56e0\u70ba\u672c\u5730\u6a21\u578b\u7121\u6cd5\u8655\u740615,000\u689d\u6307\u4ee4\u3002\u6211\u6b63\u5728\u5beb\u4e00\u7bc7\u95dc\u65bcOpenClaw\u7684\u5c0d\u6bd4\u8a55\u6e2c\uff0c\u6240\u4ee5\u9019\u88e1\u5c31\u53ea\u5beb\u9019\u4e00\u6bb5\u3002.<\/p>\n<h3>\u96b1\u79c1\u548c\u8cc7\u6599\u99d0\u7559<\/h3>\n<p>\u90a3\u4e9b\u7121\u6cd5\u5c07\u5ba2\u6236\u8cc7\u6599\u767c\u9001\u7d66\u7b2c\u4e09\u65b9\u7684\u4f01\u696d\uff08\u4f8b\u5982\u91ab\u7642\u3001\u6cd5\u5f8b\u3001\u91d1\u878d\u7b49\u53d7GDPR\u7d04\u675f\u7684\u884c\u696d\uff09\u4e5f\u5e0c\u671b\u5c07\u6838\u5fc3\u7cfb\u7d71\u4fdd\u7559\u5728\u516c\u53f8\u5167\u90e8\u3002\u9019\u7684\u78ba\u662f\u5408\u7406\u7684\u7406\u7531\uff0c\u4e5f\u662fGPU\u5ee0\u5546\u8a2d\u8a08GPU\u7684\u521d\u8877\u3002.<\/p>\n<h3>\u64fa\u812b\u6309\u5ea7\u4f4d\u8a08\u50f9\u7684\u6a21\u5f0f<\/h3>\n<p>\u4ee3\u7406\u5e73\u53f0\u901a\u5e38\u6309\u4f7f\u7528\u8005\u6216\u4efb\u52d9\u6536\u8cbb\u3002 ibl.ai \u7684 <a href=\"https:\/\/ibl.ai\/blog\/self-hosted-ai-agent-platform-you-own\" target=\"_blank\" rel=\"noopener\">\u6210\u672c\u8868<\/a> \u6309\u5e2d\u4f4d\u8a08\u8cbb\u7684\u7522\u54c1\uff0c5,000 \u4eba\u5de5\u4f5c\u8ca0\u8f09\u7684\u5b9a\u50f9\u70ba\u6bcf\u6708 $150,000 \u81f3 $300,000\u3002\u540c\u6a23\u7684\u4ee3\u5e63\uff0c\u900f\u904e Claude API \u76f4\u63a5\u4f7f\u7528\uff0c\u50f9\u683c\u7d04\u70ba $1,050\uff0c\u800c\u4f7f\u7528\u81ea\u67b6\u7684\u958b\u6e90\u6b0a\u91cd\uff0c\u50f9\u683c\u5247\u70ba $3,000 \u81f3 $8,000\u3002\u9019\u662f\u4f01\u696d\u7d1a\u6bd4\u8f03\uff0cibl.ai \u4e5f\u63d0\u4f9b\u81ea\u67b6\u9078\u9805\uff0c\u4f46\u9019\u7a2e\u6a21\u5f0f\u5728\u5c0f\u898f\u6a21\u61c9\u7528\u4e2d\u540c\u6a23\u9069\u7528\uff1a\u6309\u5e2d\u4f4d\u8a08\u8cbb\u6703\u9650\u88fd\u6210\u9577\uff0c\u800c\u64c1\u6709\u904b\u884c\u6642\u5247\u4e0d\u6703\u3002.<\/p>\n<p>\u8acb\u6ce8\u610f\uff0c\u5176\u5be6\u53ea\u6709\u7b2c\u4e00\u500b\u539f\u56e0\u771f\u6b63\u9700\u8981\u3002 <em>\u4f60<\/em> \u64c1\u6709\u4efb\u4f55\u7279\u5225\u7684\u6771\u897f\u3002\u53e6\u5916\u5169\u500b\u554f\u984c\u5206\u5225\u95dc\u4e4e\u578b\u865f\u548c\u5e33\u55ae\uff0c\u5b83\u5011\u6703\u5c0e\u81f4\u622a\u7136\u4e0d\u540c\u7684\u7d50\u679c\u3002.<\/p>\n\n<h2>\u503c\u5f97\u4e86\u89e3\u7684\u81ea\u8a17\u7ba1\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff08\u6309\u8077\u696d\u6392\u5e8f\uff09<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"752\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s3-20261105.jpg\" alt=\"\u5de5\u4f5c\u53f0\u4e0a\u64fa\u653e\u8457\u4e94\u500b\u6253\u958b\u7684\u5de5\u5177\u7bb1\uff0c\u6bcf\u500b\u5de5\u5177\u7bb1\u90fd\u5c0d\u61c9\u8457\u4e0d\u540c\u7684\u81ea\u67b6\u4ee3\u7406\u985e\u578b\u3002\" class=\"wp-image-7787\" srcset=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s3-20261105.jpg 1344w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s3-20261105-768x430.jpg 768w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s3-20261105-18x10.jpg 18w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s3-20261105-600x336.jpg 600w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<p>\u9996\u9801\u4e0a\u7684\u6bcf\u7bc7\u6e05\u55ae\u6587\u7ae0\u90fd\u6703\u5217\u51fa 8 \u5230 10 \u7a2e\u5de5\u5177\uff0c\u5f77\u5f7f\u5b83\u5011\u4e4b\u9593\u5b58\u5728\u8457\u7af6\u722d\u95dc\u4fc2\u3002\u4f46\u5be6\u969b\u4e0a\uff0c\u5b83\u5011\u4e4b\u9593\u5927\u591a\u4e26\u4e0d\u7af6\u722d\u3002\u61c9\u8a72\u5148\u78ba\u5b9a\u5de5\u4f5c\u5167\u5bb9\uff0c\u7136\u5f8c\u518d\u9078\u64c7\u5de5\u5177\u3002\u4ee5\u4e0b\u662f\u7c21\u8981\u8aaa\u660e\u3002.<\/p>\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u9019\u4efd\u5de5\u4f5c<\/th><th>\u7bc4\u4f8b<\/th><th>\u9069\u5408\u54ea\u4e9b\u4eba<\/th><th>\u9996\u5148\u8981\u6aa2\u67e5\u4ec0\u9ebc<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u4f60\u8207\u4e4b\u804a\u5929\u7684\u79c1\u4eba\u52a9\u7406<\/td><td>OpenClaw\uff0cAgent Zero<\/td><td>\u6709\u4eba\u5e0c\u671b\u900f\u904e\u624b\u6a5f\u8655\u7406\u6536\u4ef6\u5323\u3001\u884c\u4e8b\u66c6\u548c\u5f85\u8fa6\u4e8b\u9805\u3002<\/td><td>\u5b83\u7684\u6280\u80fd\u4f86\u81ea\u54ea\u88e1\uff0c\u4ee5\u53ca\u8ab0\u53ef\u4ee5\u5411\u5b83\u767c\u9001\u8a0a\u606f\u3002<\/td><\/tr>\n<tr><td>\u5305\u542b AI \u6b65\u9a5f\u7684\u5de5\u4f5c\u6d41\u7a0b<\/td><td>n8n\uff0c\u98a8\u8eca<\/td><td>\u5177\u6709\u660e\u78ba\u89f8\u767c\u689d\u4ef6\u7684\u53ef\u91cd\u8907\u6d41\u7a0b\uff1a\u65b0\u7dda\u7d22\u3001\u65b0\u767c\u7968\u3001\u65b0\u8868\u55ae\u8f38\u5165<\/td><td>\u6388\u6b0a\u689d\u6b3e\u4ee5\u53ca\u54ea\u4e9b\u529f\u80fd\u9700\u8981\u4ed8\u8cbb\uff08\u7a3d\u6838\u65e5\u8a8c\u3001\u55ae\u4e00\u767b\u5165\uff09<\/td><\/tr>\n<tr><td>\u6587\u4ef6\u4e2d\u7684\u7b54\u6848<\/td><td>Onyx\uff0cAnythingLLM<\/td><td>\u4e00\u500b\u5718\u968a\u5728 Drive\u3001Notion \u548c Confluence \u4e0a\u63d0\u51fa\u554f\u984c<\/td><td>\u5b83\u662f\u5426\u5c0a\u91cd\u8ab0\u6709\u6b0a\u67e5\u770b\u54ea\u4e9b\u6587\u4ef6<\/td><\/tr>\n<tr><td>\u8207\u7576\u5730\u6a21\u7279\u5152\u79c1\u804a<\/td><td>Open WebUI + Ollama\uff0cJan<\/td><td>\u4efb\u4f55\u60f3\u8981\u4f7f\u7528 ChatGPT \u5f0f\u804a\u5929\u529f\u80fd\u4f46\u53c8\u4e0d\u5e0c\u671b\u8cc7\u6599\u96e2\u958b\u6a5f\u5668\u7684\u4eba<\/td><td>\u4f60\u7684\u786c\u9ad4\u3002\u5c0f\u578b\u786c\u9ad4\u8db3\u4ee5\u61c9\u4ed8\u804a\u5929\uff0c\u4f46\u4e0d\u8db3\u4ee5\u9577\u6642\u9593\u904b\u884c\u4ee3\u7406\u7a0b\u5f0f\u3002<\/td><\/tr>\n<tr><td>\u4f9d\u7167\u65e2\u5b9a\u6642\u9593\u8868\u57f7\u884c\u696d\u52d9\u4efb\u52d9\u7684\u7121\u982d\u4ee3\u7406<\/td><td>Claude Code \u5728 Docker \u4e2d\uff08\u6211\u7684\u914d\u7f6e\uff09<\/td><td>\u4e00\u4f4d\u904b\u71df\u5546\u5e0c\u671b\u4ee3\u7406\u7a0b\u5f0f\u80fd\u5920\u7121\u4eba\u503c\u5b88\u904b\u884c\u4e26\u50b3\u56de\u7d50\u679c\u3002<\/td><td>\u4f60\u4ea4\u7d66\u5b83\u7684\u6bcf\u4e00\u500b\u6191\u8b49\u548c\u7db2\u8def\u8def\u7531<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n<p>\u6e05\u55ae\u6587\u7ae0\u5ffd\u7565\u4e86\u4e09\u500b\u91cd\u9ede\u3002.<\/p>\n<p><strong>\u771f\u6b63\u7684\u5dee\u5225\u5728\u65bc\u6cbb\u7406\uff0c\u800c\u4e0d\u662f\u529f\u80fd\u3002.<\/strong> Pinchy&#039;s <a href=\"https:\/\/heypinchy.com\/best-self-hosted-ai-agent-platforms\/\" target=\"_blank\" rel=\"noopener\">\u6bd4\u8f03<\/a> \u9019\u662f\u641c\u5c0b\u5f15\u64ce\u7d50\u679c\u9801\u9762 (SERP) \u4e0a\u552f\u4e00\u4e00\u500b\u6839\u64da\u6b0a\u9650\u548c\u5be9\u8a08\u8ffd\u8e64\u4f86\u8a55\u5224\u5e73\u53f0\u7684\u9801\u9762\u3002\u5b83\u662f\u7531\u4e00\u5bb6\u5ee0\u5546\u64b0\u5beb\u7684\uff0c\u65e8\u5728\u5c0d\u5176\u7522\u54c1\u9032\u884c\u6392\u540d\uff0c\u56e0\u6b64\u8acb\u8b39\u614e\u5c0d\u5f85\uff0c\u4f46\u5176\u8a55\u5224\u6a19\u6e96\u662f\u6b63\u78ba\u7684\u3002\u4f8b\u5982\uff0c\u5b83\u6307\u51fa Windmill \u7684\u514d\u8cbb\u7248\u9650\u5236\u4f7f\u7528\u8005\u6578\u91cf\u70ba 50 \u500b\uff0c\u5be9\u8a08\u8a18\u9304\u4fdd\u7559\u6642\u9593\u70ba 14 \u5929\uff1bPinchy \u7684\u4ee3\u7406\u7a0b\u5f0f\u5728\u521d\u59cb\u72c0\u614b\u4e0b\u6c92\u6709\u4efb\u4f55\u5de5\u5177\uff0c\u9700\u8981\u7ba1\u7406\u54e1\u9010\u4e00\u6388\u6b0a\u3002\u7121\u8ad6\u4f60\u9078\u64c7\u54ea\u500b\u5e73\u53f0\uff0c\u90fd\u8981\u4e86\u89e3\u4ee5\u4e0b\u5169\u9ede\uff1a\u5b83\u7684\u9810\u8a2d\u529f\u80fd\u4ee5\u53ca\u4f60\u53ef\u4ee5\u67e5\u770b\u5176\u64cd\u4f5c\u8a18\u9304\u7684\u6642\u9593\u3002.<\/p>\n<p><strong>\u201c\u300c\u958b\u6e90\u300d\u4e26\u4e0d\u7b49\u65bc\u300c\u5b89\u5168\u904b\u4f5c\u300d\u3002.<\/strong> \u958b\u6e90\u610f\u5473\u8457\u4f60 <em>\u80fd<\/em> \u5be9\u6838\u4e00\u4e0b\u3002\u4f46\u9019\u4e26\u4e0d\u4ee3\u8868\u5df2\u7d93\u6709\u4eba\u5be9\u6838\u904e\u4f60\u5373\u5c07\u5b89\u88dd\u7684\u6280\u80fd\u3002\u66f4\u591a\u76f8\u95dc\u8cc7\u8a0a\u8acb\u53c3\u95b1\u5a01\u8105\u90e8\u5206\u3002.<\/p>\n<p><strong>\u5982\u679c\u60a8\u53ea\u9700\u8981\u5de5\u4f5c\u6d41\u7a0b\u4f5c\u696d\uff0c\u5247\u53ef\u80fd\u6839\u672c\u4e0d\u9700\u8981\u4ee3\u7406\u7a0b\u5f0f\u3002.<\/strong> \u5728\u5ec9\u50f9\u7684VPS\u4e0a\u81ea\u8a17\u7ba1\u4e00\u500bn8n\u5be6\u4f8b\u5c31\u80fd\u8655\u7406\u5927\u90e8\u5206\u300c\u7576X\u767c\u751f\u6642\uff0c\u57f7\u884cY\u300d\u7684\u4efb\u52d9\u3002\u6211\u5982\u5be6\u8a08\u7b97\u4e86\u9019\u7a2e\u65b9\u6848\u7684\u6210\u672c\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e8%87%aa%e5%8b%95%e5%8c%96\/n8n-%e8%87%aa%e6%9e%b6\/\">n8n \u81ea\u8a17\u7ba1\uff1a\u7b2c\u4e00\u5929\u5f8c\u7684\u771f\u5be6\u6210\u672c<\/a>, \u4ee5\u53ca\u55ae\u4e00\u547d\u4ee4\u672c\u5730\u5806\u758a <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e8%87%aa%e8%a8%97%e7%ae%a1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%85%a5%e9%96%80%e5%a5%97%e4%bb%b6\/\">\u81ea\u8a17\u7ba1\u4eba\u5de5\u667a\u6167\u5165\u9580\u5957\u4ef6\u62c6\u89e3<\/a>.<\/p>\n\n<style>#kt-layout-idsignup_mid > .kt-row-column-wrap{align-content:start;}:where(#kt-layout-idsignup_mid > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}#kt-layout-idsignup_mid > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var( --global-kb-row-default-top, 25px );padding-bottom:var( --global-kb-row-default-bottom, 25px );padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px;grid-template-columns:repeat(2, minmax(0, 1fr));}#kt-layout-idsignup_mid{border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-right-radius:16px;border-bottom-left-radius:16px;overflow:clip;isolation:isolate;}#kt-layout-idsignup_mid > .kt-row-layout-overlay{border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-right-radius:16px;border-bottom-left-radius:16px;}#kt-layout-idsignup_mid{background-color:#0d1117;}#kt-layout-idsignup_mid > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){#kt-layout-idsignup_mid > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){#kt-layout-idsignup_mid > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}<\/style>\n<div class=\"wp-block-kadence-rowlayout alignnone\">\n<style>.kadence-columnsignup_img_mid > .kt-inside-inner-col{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;}.kadence-columnsignup_img_mid > .kt-inside-inner-col,.kadence-columnsignup_img_mid > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-columnsignup_img_mid > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-columnsignup_img_mid > .kt-inside-inner-col{flex-direction:column;}.kadence-columnsignup_img_mid > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-columnsignup_img_mid > .kt-inside-inner-col:before{opacity:0.3;}.kadence-columnsignup_img_mid{position:relative;}@media all and (max-width: 1024px){.kadence-columnsignup_img_mid > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-columnsignup_img_mid > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column inner-column-1\"><div class=\"kt-inside-inner-col\">\n\n<figure class=\"wp-block-image size-medium\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/06\/newsletter-cta-ai-playbook.jpg\" alt=\"\u6f5b\u5728\u5ba2\u6236\u958b\u767c\u4eba\u5de5\u667a\u6167\u7b56\u7565\u624b\u518a\uff0c\u71df\u904b\u5546\u7684\u4eba\u5de5\u667a\u6167\u81ea\u52d5\u5316\u7b56\u7565\u624b\u518a\" \/><\/figure>\n\n<\/div><\/div>\n\n<style>.kadence-columnsignup_txt_mid > .kt-inside-inner-col{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;}.kadence-columnsignup_txt_mid > .kt-inside-inner-col,.kadence-columnsignup_txt_mid > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-columnsignup_txt_mid > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-columnsignup_txt_mid > .kt-inside-inner-col{flex-direction:column;}.kadence-columnsignup_txt_mid > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-columnsignup_txt_mid > .kt-inside-inner-col:before{opacity:0.3;}.kadence-columnsignup_txt_mid{position:relative;}@media all and (max-width: 1024px){.kadence-columnsignup_txt_mid > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-columnsignup_txt_mid > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column inner-column-2\"><div class=\"kt-inside-inner-col\">\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#00d4b4\">\u53d6\u5f97\u4eba\u5de5\u667a\u6167\u7b56\u7565\u624b\u518a<\/h3>\n\n\n<p class=\"has-text-color\" style=\"color:#f0f6fc\">\u6211\u5982\u4f55\u6c7a\u5b9a\u7d93\u7d00\u4eba\u53ef\u4ee5\u7d93\u624b\u54ea\u4e9b\u696d\u52d9\uff0c\u4ee5\u53ca10\u5bb6\u7d93\u7d00\u4eba\u7d93\u71df\u4f01\u696d\u7684\u771f\u5be6\u6708\u5ea6\u6536\u64da\uff0c\u9084\u6709\u672c\u9031\u767c\u751f\u7684\u5404\u7a2e\u7a81\u767c\u4e8b\u4ef6\u3002\u5b8c\u5168\u514d\u8cbb\uff0c\u96a8\u6642\u53ef\u4ee5\u96e2\u958b\u3002.<\/p>\n\n<div class='fluentform ff-default fluentform_wrapper_8 ffs_default_wrap'><form data-form_id=\"8\" id=\"fluentform_8\" class=\"frm-fluent-form fluent_form_8 ff-el-form-top ff_form_instance_8_1 ff-form-loading ffs_default\" data-form_instance=\"ff_form_instance_8_1\" method=\"POST\" action=\"\" ><fieldset  style=\"border: none!important;margin: 0!important;padding: 0!important;background-color: transparent!important;box-shadow: none!important;outline: none!important; min-inline-size: 100%;\">\n                    <legend class=\"ff_screen_reader_title\" style=\"display: block; margin: 0!important;padding: 0!important;height: 0!important;text-indent: -999999px;width: 0!important;overflow:hidden;\">\u5f15\u6d41\u5de5\u5177 - AI \u7b56\u7565\u624b\u518a<\/legend><input type='hidden' name='__fluent_form_embded_post_id' value='7792' \/><input type=\"hidden\" id=\"_fluentform_8_fluentformnonce\" name=\"_fluentform_8_fluentformnonce\" value=\"3ce75be967\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/zh\/wp-json\/wp\/v2\/posts\/7792\" \/><div class='ff-el-group'><div class='ff-el-input--content'><input type=\"email\" name=\"email\" id=\"ff_8_email\" class=\"ff-el-form-control\" placeholder=\"\u60a8\u7684\u96fb\u5b50\u90f5\u4ef6\u5730\u5740\" data-name=\"email\"  aria-invalid=\"false\" aria-required=\"true\"><\/div><\/div><div class='ff-el-group ff-text-left ff_submit_btn_wrapper ff_submit_btn_wrapper_custom'><button class=\"ff-btn ff-btn-submit ff-btn-md ff_btn_style wpf_has_custom_css\" type=\"submit\" name=\"custom_submit_button-8_1\" data-name=\"custom_submit_button-8_1\"  aria-label=\"\u53d6\u5f97\u64cd\u4f5c\u624b\u518a\">\u53d6\u5f97\u64cd\u4f5c\u624b\u518a<\/button><style>form.fluent_form_8 .wpf_has_custom_css.ff-btn-submit { background-color:#00ff88;border-color:#00ff88;color:#0a0a14;min-width:100%; }form.fluent_form_8 .wpf_has_custom_css.ff-btn-submit:hover { background-color:#00cc6a;border-color:#00cc6a;color:#0a0a14;min-width:100%; } <\/style><\/div><\/fieldset><input type=\"hidden\" name=\"trp-form-language\" value=\"zh\"\/><\/form><div id='fluentform_8_errors' class='ff-errors-in-stack ff_form_instance_8_1 ff-form-loading_errors ff_form_instance_8_1_errors'><\/div><\/div>            <script type=\"text\/javascript\">\n                window.fluent_form_ff_form_instance_8_1 = {\"id\":\"8\",\"settings\":{\"layout\":{\"labelPlacement\":\"top\",\"helpMessagePlacement\":\"with_label\",\"errorMessagePlacement\":\"inline\",\"asteriskPlacement\":\"asterisk-right\"},\"restrictions\":{\"denyEmptySubmission\":{\"enabled\":false}}},\"form_instance\":\"ff_form_instance_8_1\",\"form_id_selector\":\"fluentform_8\",\"rules\":{\"email\":{\"required\":{\"value\":true,\"message\":\"This field is required\"},\"email\":{\"value\":true,\"message\":\"Please enter a valid email address\"}}},\"debounce_time\":300};\n                            <\/script>\n            \n\n<\/div><\/div>\n\n<\/div>\n\n\n<h2>\u6211\u7684\u81ea\u67b6AI\u4ee3\u7406\u8a2d\u5b9a\uff1a\u64c1\u6709\u4e3b\u9ad4\u548c\u63a7\u5236\u6b0a\uff0c\u79df\u7528\u5927\u8166<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"752\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s4-20261105.jpg\" alt=\"\u4e00\u6392\u5bc6\u5c01\u7684\u9752\u8272\u5bb9\u5668\uff0c\u4e0a\u65b9\u6709\u6642\u9418\uff0c\u6bcf\u500b\u54c1\u724c\u6309\u8a08\u5283\u653e\u7f6e\u4e00\u500b\u81ea\u8a17\u7ba1\u4ee3\u7406\u5bb9\u5668\u3002\" class=\"wp-image-7788\" srcset=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s4-20261105.jpg 1344w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s4-20261105-768x430.jpg 768w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s4-20261105-18x10.jpg 18w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s4-20261105-600x336.jpg 600w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<p>\u9019\u662f\u6211\u5be6\u969b\u904b\u4f5c\u7684\u56db\u5c64\u5206\u5272\u6cd5\uff0c\u65bc 2026 \u5e74 11 \u6708 5 \u65e5\u5728\u6b64\u5bb9\u5668\u5167\u6e2c\u91cf\u3002.<\/p>\n<ul>\n<li><strong>\u578b\u865f\uff1a\u79df\u8cc3\u3002.<\/strong> \u514b\u52de\u5fb7\u900f\u904e Anthropic \u7684 Max 20x \u5957\u9910\u8cfc\u8cb7\u4e86\u4e00\u53f0\u96fb\u8166\uff0c\u6bcf\u6708\u8cbb\u7528\u70ba $200\u3002\u96fb\u8166\u88e1\u6c92\u6709\u7368\u7acb\u986f\u793a\u5361\u3002\u6a5f\u7bb1\u986f\u793a\u6709 8 \u500b CPU\u300115 GB \u5167\u5b58\uff0c\u4f46\u6c92\u6709\u7368\u7acb\u986f\u793a\u5361\u3002.<\/li>\n<li><strong>\u904b\u884c\u6642\uff1a\u81ea\u67b6\u3002.<\/strong> \u6bcf\u500b\u54c1\u724c\u5c0d\u61c9\u4e00\u500b Docker \u5bb9\u5668\u3002\u8abf\u5ea6\u5668\u6703\u559a\u9192 Claude Code \u57f7\u884c\u4e00\u9805\u4efb\u52d9\uff08\u4f8b\u5982\u64b0\u5beb\u90e8\u843d\u683c\u6587\u7ae0\u3001\u6aa2\u67e5\u96fb\u5b50\u90f5\u4ef6\u6216\u5b89\u6392\u793e\u4ea4\u5a92\u9ad4\u6d3b\u52d5\uff09\uff0cClaude Code \u57f7\u884c\u4efb\u52d9\u5f8c\uff0c\u5217\u5370\u4e00\u884c\u7d50\u679c\u4e26\u9000\u51fa\u3002\u81ea 6 \u6708 12 \u65e5\u4ee5\u4f86\uff0c\u8a72\u5bb9\u5668\u5df2\u904b\u884c 20 \u9805\u4e0d\u540c\u7684\u4efb\u52d9\uff0c\u5171 1940 \u6b21\u3002.<\/li>\n<li><strong>\u8a18\u61b6\u9ad4\uff1a\u81ea\u67b6\uff0c\u4ee5\u7d14\u6a94\u6848\u5f62\u5f0f\u5132\u5b58\u3002.<\/strong> \u8aaa\u660e\u3001\u6280\u80fd\u548c\u8ab2\u7a0b\u90fd\u5132\u5b58\u5728\u6211\u53ef\u4ee5\u958b\u555f\u548c\u95b1\u8b80\u7684 Markdown \u6587\u4ef6\u4e2d\u3002\u6c92\u6709\u5411\u91cf\u8cc7\u6599\u5eab\u3002\u9019\u7a2e\u57fa\u65bc\u6587\u4ef6\u7684\u8a18\u61b6\u9ad4\u662f\u5982\u4f55\u589e\u9577\u7684\uff08\u4ee5\u53ca\u70ba\u4ec0\u9ebc\u9700\u8981\u4fee\u526a\u5b83\uff09\u662f\u2026\u7684\u4e3b\u984c\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%87%aa%e5%8b%95%e5%8c%96\/%e6%af%8f%e6%97%a5%e6%98%9f%e6%9c%9f%e4%b8%80%e7%a5%9e%e8%a9%b1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86%e9%95%b7%e6%9c%9f%e8%a8%98%e6%86%b6-2026%e5%b9%b411%e6%9c%882%e6%97%a5\/\">\u661f\u671f\u4e00\u795e\u8a71<\/a>.<\/li>\n<li><strong>Hands\uff1a\u81ea\u8a17\u7ba1\uff0c\u4e5f\u662f\u98a8\u96aa\u6700\u9ad8\u7684\u4e00\u5c64\u3002.<\/strong> \u5bb9\u5668\u4fdd\u5b58\u5176\u4efb\u52d9\u6240\u6d89\u53ca\u7684\u6bcf\u500b\u670d\u52d9\u7684 API \u91d1\u9470\u3002\u9019\u5c31\u662f\u771f\u6b63\u57f7\u884c\u4efb\u52d9\u7684\u4ee3\u7406\u7684\u4ee3\u50f9\u3002.<\/li>\n<\/ul>\n<p>\u6211\u4e0d\u89aa\u81ea\u8a17\u7ba1\u8a72\u6a21\u578b\u7684\u539f\u56e0\u5df2\u5728\u6587\u4e2d\u95e1\u8ff0\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%87%aa%e5%8b%95%e5%8c%96\/%e8%87%aa%e8%a8%97%e7%ae%a1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bc%ba%e6%9c%8d%e5%99%a8\/\">\u6211\u81ea\u8a17\u7ba1\u7684AI\u4f3a\u670d\u5668\u5e16\u5b50<\/a>, \u6240\u4ee5\u6211\u5c31\u4e0d\u8d05\u8ff0\u4e86\u3002\u7c21\u800c\u8a00\u4e4b\uff1a\u4e00\u53f0\u80fd\u5920\u7368\u7acb\u57f7\u884c\u9577\u7bc7\u6307\u4ee4\u7684\u672c\u5730\u6a21\u578b\u9700\u8981\u6027\u80fd\u5353\u8d8a\u7684\u6676\u7247\uff0c\u800c\u79df\u7528\u4e00\u53f0\u6bd4\u96fb\u8cbb\u52a0\u4e0a\u6211\u7684\u6642\u9593\u6210\u672c\u9084\u8981\u4fbf\u5b9c\u3002.<\/p>\n<p>\u6211\u5728\u9019\u88e1\u8981\u88dc\u5145\u7684\u662f\uff0c\u64c1\u6709\u904b\u884c\u6642\u74b0\u5883\u70ba\u6211\u5e36\u4f86\u4e86\u54ea\u4e9b\u8a17\u7ba1\u4ee3\u7406\u5e73\u53f0\u6240\u4e0d\u5177\u5099\u7684\u512a\u52e2\uff1a<\/p>\n<ul>\n<li><strong>\u6bcf\u6b21\u904b\u884c\u90fd\u6703\u7559\u4e0b\u6211\u63a7\u5236\u7684\u6536\u64da\u3002.<\/strong> \u57281940\u7b46\u65e5\u8a8c\u4e2d\uff0c1571\u7b46\u4ee5\u6210\u529f\u544a\u7d42\uff0c216\u7b46\u6545\u610f\u8df3\u904e\uff0c43\u500b\u5931\u6557\uff0c2\u500b\u964d\u7d1a\uff0c\u9084\u6709108\u500b\u6839\u672c\u6c92\u6709\u8a18\u9304\u7d50\u679c\u3002\u6700\u5f8c\u4e00\u500b\u6578\u5b57\u4ee4\u4eba\u5c37\u5c2c\uff0c\u800c\u6211\u4e4b\u6240\u4ee5\u77e5\u9053\uff0c\u662f\u56e0\u70ba\u9019\u4e9b\u65e5\u8a8c\u90fd\u662f\u6211\u7684\u3002\u5982\u679c\u4f7f\u7528\u5e73\u53f0\u63a7\u5236\u9762\u677f\uff0c\u61c9\u8a72\u6703\u986f\u793a\u7da0\u8272\u5c0d\u52fe\u3002.<\/li>\n<li><strong>\u662f\u6211\u5beb\u7684\u6280\u80fd\uff0c\u800c\u4e0d\u662f\u6211\u4e0b\u8f09\u7684\u6280\u80fd\u3002.<\/strong> \u8a72\u5bb9\u5668\u904b\u884c 39 \u500b\u6280\u80fd\u6587\u4ef6\u3002\u9019\u4e9b\u6587\u4ef6\u5747\u4f86\u81ea\u5e02\u5834\u3002\u9019\u500b\u9078\u64c7\u586b\u88dc\u4e86\u4e0b\u4e00\u7bc0\u4e2d\u6700\u5927\u7684\u7a7a\u767d\u3002.<\/li>\n<li><strong>\u6bcf\u500b\u4f01\u696d\u8a2d\u5b9a\u4e00\u500b\u908a\u754c\u3002.<\/strong> \u4e00\u500b\u54c1\u724c\u7684\u4ee3\u7406\u5546\u7121\u6cd5\u8b80\u53d6\u53e6\u4e00\u500b\u54c1\u724c\u7684\u91d1\u9470\uff0c\u56e0\u70ba\u5b83\u5011\u5b58\u653e\u5728\u4e0d\u540c\u7684\u5bb9\u5668\u4e2d\u3002\u4e00\u65e6\u5176\u4e2d\u4e00\u500b\u51fa\u932f\uff0c\u5f71\u97ff\u7bc4\u570d\u5c31\u975e\u5e38\u5ee3\u6cdb\u4e86\u3002.<\/li>\n<\/ul>\n<p>\u6574\u500b\u67b6\u69cb\uff0c\u5305\u62ec\u8abf\u5ea6\u5668\uff0c\u90fd\u5728\u4ee5\u4e0b\u6587\u4ef6\u4e2d\u9032\u884c\u4e86\u63cf\u8ff0\uff1a <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e4%bb%a3%e7%90%86%e4%bd%9c%e6%a5%ad%e7%b3%bb%e7%b5%b1\/\">\u6211\u7684\u4ee3\u7406\u4f5c\u696d\u7cfb\u7d71\u5728 139 \u5929\u5f8c\u7684\u6a23\u5b50<\/a>, \u800c\u8981\u505a\u5230\u9019\u4e00\u9ede\uff0c\u9700\u8981\u4ed8\u51fa\u600e\u6a23\u7684\u52aa\u529b\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e5%95%86%e6%a5%ad\/%e5%ae%8c%e5%85%a8%e8%87%aa%e4%b8%bb%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86\/\">\u5b8c\u5168\u81ea\u4e3b\u4ee3\u7406\u6307\u5357<\/a>. \u5982\u679c\u4f60\u5be7\u9858\u5225\u4eba\u76f4\u63a5\u628a\u6771\u897f\u505a\u597d\u4ea4\u4ed8\u7d66\u4f60\uff0c\u800c\u4e0d\u662f\u6162\u6162\u5b78\u7fd2\uff0c, <a href=\"https:\/\/jonjones.ai\/zh\/%e9%a0%90%e7%b4%84%e6%9c%83%e8%ad%b0\/\">\u9810\u7d04\u81ea\u52d5\u5316\u7b56\u7565\u6703\u8b70<\/a> \u6211\u5011\u6703\u5c07\u4f60\u7684\u54ea\u4e9b\u5de5\u4f5c\u6b78\u5165\u9019\u6a23\u7684\u65b9\u683c\u4e2d\u3002.<\/p>\n\n<h2>\u624b\u90e8\u64cd\u4f5c\u5c64\uff1a\u81ea\u67b6\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7a76\u7adf\u6703\u6d29\u6f0f\u4ec0\u9ebc<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"752\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s5-20261105.jpg\" alt=\"\u4e00\u96bb\u6a5f\u68b0\u624b\u63e1\u8457\u4e00\u4e32\u9470\u5319\uff0c\u653e\u5728\u4e00\u500b\u73bb\u7483\u76d2\u5b50\u88e1\uff0c\u5149\u7dda\u5f9e\u901a\u98a8\u53e3\u6f0f\u51fa\u4f86\uff0c\u76d2\u5b50\u5916\u653e\u8457\u4e00\u500b\u53ef\u7591\u5305\u88f9\u3002\" class=\"wp-image-7789\" srcset=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s5-20261105.jpg 1344w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s5-20261105-768x430.jpg 768w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s5-20261105-18x10.jpg 18w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s5-20261105-600x336.jpg 600w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<p>Civic\u7684\u6587\u7ae0 <a href=\"https:\/\/www.civic.com\/news\/where-to-host-openclaw-and-what-hosting-wont-fix\" target=\"_blank\" rel=\"noopener\">OpenClaw \u61c9\u8a72\u8a17\u7ba1\u5728\u54ea\u88e1\uff1f<\/a> \u6211\u6703\u628a\u9019\u53e5\u8a71\u5beb\u9032\u6bcf\u4e00\u4efd\u81ea\u8a17\u7ba1\u6307\u5357\u88e1\uff1a\u300c\u4efb\u4f55\u8a17\u7ba1\u670d\u52d9\u5546\u90fd\u4e0d\u6703\u7ba1\u4f60\u7684\u4ee3\u7406\u7a0b\u5f0f\u904b\u884c\u5f8c\u6703\u505a\u4ec0\u9ebc\u3002\u300d \u81ea\u8a17\u7ba1\u610f\u5473\u8457\u4f60\u8981\u81ea\u5df1\u7576\u5b89\u5168\u5718\u968a\u3002\u4ee5\u4e0b\u662f\u4e09\u7a2e\u5165\u4fb5\u9014\u5f91\uff0c\u4e26\u9644\u6709\u5be6\u969b\u6578\u64da\u3002.<\/p>\n<h3>1. \u4f60\u5b89\u88dd\u7684\u6280\u80fd<\/h3>\n<p>\u4ee3\u7406\u5546\u900f\u904e\u5b89\u88dd\u6280\u80fd\u4f86\u767c\u5c55\u58ef\u5927\uff0c\u6280\u80fd\u5e02\u5834\u5c31\u662f\u65b0\u7684 npm\u3002 2026 \u5e74 2 \u6708\uff0cKoi Security \u5c0d 2,857 \u500b ClawHub \u6280\u80fd\u9032\u884c\u4e86\u5be9\u8a08\uff0c\u4e26\u5c07\u5176\u4e2d 341 \u500b\u6a19\u8a18\u70ba\u60e1\u610f\u6280\u80fd\uff0c\u7d04\u4f54\u7576\u6642\u8a3b\u518a\u8868\u7684 12%\u3002 Snyk \u7684 <a href=\"https:\/\/snyk.io\/blog\/toxicskills-malicious-ai-agent-skills-clawhub\/\" target=\"_blank\" rel=\"noopener\">ToxicSkills \u7814\u7a76<\/a> \uff082026\u5e742\u67085\u65e5\uff09\u6383\u63cf\u4e86\u4f86\u81ea ClawHub \u548c skills.sh \u7684 3,984 \u500b\u6280\u80fd\uff1a36.82% \u81f3\u5c11\u5b58\u5728\u4e00\u500b\u5b89\u5168\u6f0f\u6d1e\uff0c76 \u500b\u6280\u80fd\u5df2\u78ba\u8a8d\u651c\u5e36\u60e1\u610f\u8ca0\u8f09\u3002\u6280\u80fd\u7684\u904b\u4f5c\u4f9d\u8cf4\u65bc\u4f60\u7684\u4ee3\u7406\u4eba\u80fd\u5920\u5b58\u53d6\u7684\u4efb\u4f55\u8cc7\u6e90\u3002\u5b89\u88dd\u6280\u80fd\u5c31\u76f8\u7576\u65bc\u628a\u4f60\u7684\u91d1\u9470\u4ea4\u7d66\u4e00\u500b\u5beb\u4e86\u500b\u6f02\u4eae README \u6587\u4ef6\u7684\u964c\u751f\u4eba\u3002.<\/p>\n<h3>2. \u4f60\u655e\u958b\u7684\u524d\u9580<\/h3>\n<p>\u500b\u4eba\u4ee3\u7406\u7a0b\u5f0f\u7684\u8a2d\u8a08\u521d\u8877\u5c31\u662f\u70ba\u4e86\u63a5\u6536\u8a0a\u606f\u3002\u9019\u610f\u5473\u8457\u9700\u8981\u4e00\u500b\u76e3\u807d\u9023\u63a5\u57e0\u6216\u804a\u5929\u6a4b\u63a5\u5668\uff0c\u4e26\u4e14\u5fc5\u9808\u6709\u4eba\u88ab\u5141\u8a31\u8207\u4e4b\u901a\u8a0a\u3002 SecurityScorecard \u5831\u544a\u7a31\uff0c\u6709\u8d85\u904e 4 \u842c\u500b OpenClaw \u5be6\u4f8b\u66b4\u9732\u5728\u4e92\u806f\u7db2\u4e0a\uff0c\u5176\u4e2d\u8a31\u591a\u5be6\u4f8b\u7684\u8eab\u4efd\u9a57\u8b49\u8584\u5f31\u6216\u7f3a\u5931\u3002\u6211\u7684\u4ee3\u7406\u7a0b\u5f0f\u5b8c\u5168\u6c92\u6709\u524d\u7aef\u5165\u53e3\uff1a\u6c92\u6709\u4efb\u4f55\u76e3\u807d\u6a5f\u5236\uff0c\u5b83\u5011\u7531\u8abf\u5ea6\u7a0b\u5f0f\u555f\u52d5\uff0c\u4e26\u900f\u904e\u55ae\u5411 Telegram \u8b66\u5831\u9032\u884c\u5831\u544a\u3002\u9019\u662f\u6211\u523b\u610f\u70ba\u4e4b\u7684\u3002\u6211\u653e\u68c4\u4e86\u8207\u5b83\u5011\u804a\u5929\uff0c\u4ee5\u6d88\u9664\u5165\u7ad9\u653b\u64ca\u9762\u3002.<\/p>\n<h3>3. \u5167\u90e8\u5df2\u6709\u7684\u9375\u8207\u8def\u7531<\/h3>\n<p>\u5373\u4f7f\u60a8\u5f9e\u672a\u5b89\u88dd\u4efb\u4f55\u6280\u80fd\u6216\u6253\u958b\u4efb\u4f55\u7aef\u53e3\uff0c\u6b64\u898f\u5247\u4e5f\u9069\u7528\u3002\u4ee5\u4e0b\u662f\u6211\u7684\u5bb9\u5668\u5217\u8868\uff0c\u6309\u540d\u7a31\u8a08\u6578\uff0c\u800c\u975e\u6309\u503c\u8a08\u6578\uff1a<\/p>\n<ul>\n<li>113 \u500b\u74b0\u5883\u8b8a\u91cf\uff0c, <strong>\u5176\u4e2d29\u500b\u540d\u7a31\u5305\u542bKEY\u3001TOKEN\u3001SECRET\u6216PASS\u3002<\/strong>. \u4efb\u4f55\u80fd\u904b\u4f5c\u7684\u6771\u897f <code>\u74b0\u5883<\/code> \u53ef\u4ee5\u95b1\u8b80\u5168\u90e8 29 \u884c\u3002.<\/li>\n<li>\u4e3b\u6a5f\u4e0a\u7684 8 \u500b\u975e\u7cfb\u7d71\u639b\u8f09\u9ede\uff0c, <strong>\u5176\u4e2d\u4e00\u500b\u662fGoogle\u670d\u52d9\u5e33\u6236\u91d1\u9470\u6587\u4ef6<\/strong>.<\/li>\n<li><strong>\u958b\u555f\u51fa\u7ad9\u7db2\u8def\u3002.<\/strong> \u5c0d example.com \u7684\u666e\u901a\u8acb\u6c42\u56de\u50b3\u4e86 200\u3002\u88ab\u8a98\u9a19\u5411\u67d0\u5730\u767c\u9001\u8cc7\u6599\u7684\u4ee3\u7406\u4eba\u53ef\u4ee5\u505a\u5230\u9019\u4e00\u9ede\u3002.<\/li>\n<li>\u597d\u6d88\u606f\u662f\uff1a\u975e root \u4f7f\u7528\u8005\uff08uid 1001\uff09\uff0c\u6c92\u6709 Linux \u529f\u80fd\uff0c\u6c92\u6709 Docker \u5957\u63a5\u5b57\uff0c\u4e5f\u6c92\u6709 SSH \u91d1\u9470\u3002.<\/li>\n<\/ul>\n<p>\u53ef\u8b80\u7684\u79d8\u5bc6\u8cc7\u8a0a\u52a0\u4e0a\u958b\u653e\u7684\u51fa\u53e3\u901a\u9053\uff0c\u5c31\u69cb\u6210\u4e86\u4e00\u689d\u8cc7\u6599\u5916\u6d29\u8def\u5f91\u3002\u6211\u4e4b\u6240\u4ee5\u9019\u6a23\u63cf\u8ff0\u6211\u81ea\u5df1\u7684\u7cfb\u7d71\uff0c\u662f\u56e0\u70ba\u5426\u8a8d\u9019\u4e00\u9ede\u6703\u5bb3\u4eba\u5bb3\u5df1\u3002\u5b8c\u6574\u7684\u6d29\u6f0f\u6e05\u55ae\u548c\u4e94\u9805\u81ea\u67e5\u547d\u4ee4\u90fd\u5728\u9019\u88e1\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e5%85%8b%e5%8b%9e%e5%be%b7%e4%bb%a3%e7%a2%bc%e6%b2%99%e7%9b%92\/\">\u6211\u7684 Claude Code \u6c99\u76d2\u5e16\u5b50<\/a>; \u4ee3\u7406\u65b9\u7684\u5f37\u5316\u63aa\u65bd\u6b63\u5728\u9032\u884c\u4e2d <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e5%85%8b%e5%8b%9e%e5%be%b7%e4%bb%a3%e7%a2%bc%e5%ae%89%e5%85%a8%e6%93%8d%e4%bd%9c%e5%93%a1%e6%8c%87%e5%8d%97-2026\/\">\u514b\u52de\u5fb7\u4ee3\u78bc\u5b89\u5168\u6307\u5357<\/a>.<\/p>\n<h3>\u4efb\u4f55\u81ea\u67b6\u4ee3\u7406\u53d6\u5f97\u60a8\u7684\u5bc6\u78bc\u524d\uff0c\u9700\u8981\u554f\u60a8\u4e03\u500b\u554f\u984c<\/h3>\n<ol>\n<li><strong>\u6240\u6709\u6280\u80fd\u90fd\u6e90\u81ea\u65bc\u54ea\u88e1\uff1f<\/strong> \u662f\u4f60\u5beb\u7684\uff0c\u9084\u662f\u4f60\u80fd\u8aaa\u51fa\u540d\u5b57\u4e26\u8b80\u904e\u7684\u4eba\u5beb\u7684\uff1f\u5982\u679c\u4e0d\u80fd\u56de\u7b54\uff0c\u5c31\u4e0d\u8981\u5b89\u88dd\u3002.<\/li>\n<li><strong>\u8ab0\u80fd\u548c\u5b83\u5c0d\u8a71\uff1f<\/strong> \u5217\u51fa\u6240\u6709\u53ef\u4ee5\u5411\u5176\u767c\u9001\u6307\u4ee4\u7684\u901a\u9053\u3002\u6bcf\u500b\u901a\u9053\u90fd\u662f\u4e00\u6247\u9580\u3002.<\/li>\n<li><strong>\u6bcf\u500b\u5de5\u4f5c\u5be6\u969b\u9700\u8981\u54ea\u4e9b\u5bc6\u9470\uff1f<\/strong> \u4e00\u4efd\u5de5\u4f5c\uff0c\u4e00\u5957\u5bc6\u9470\u3002\u7d55\u4e0d\u4f7f\u7528\u4e3b\u767b\u5165\u5e33\u865f\u3002.<\/li>\n<li><strong>\u5b83\u80fd\u5426\u5728\u7121\u4eba\u64cd\u4f5c\u7684\u60c5\u6cc1\u4e0b\u532f\u6b3e\u3001\u522a\u9664\u8cc7\u6599\u6216\u5411\u5ba2\u6236\u767c\u9001\u96fb\u5b50\u90f5\u4ef6\uff1f<\/strong> \u5982\u679c\u7b54\u6848\u662f\u80af\u5b9a\u7684\uff0c\u8acb\u5148\u65b0\u589e\u5be9\u6838\u6b65\u9a5f\u3002.<\/li>\n<li><strong>\u5b83\u5728\u7db2\u8def\u4e0a\u7684\u8986\u84cb\u7bc4\u570d\u6709\u591a\u5ee3\uff1f<\/strong> \u201c\u9810\u8a2d\u503c\u70ba\u201d\u4efb\u610f\u4f4d\u7f6e\u201d\u3002\u8acb\u6c7a\u5b9a\u662f\u5426\u53ef\u4ee5\u63a5\u53d7\u3002.<\/li>\n<li><strong>\u5b83\u53ef\u4ee5\u7de8\u8f2f\u81ea\u5df1\u7684\u6307\u4ee4\u6216\u6b0a\u9650\u55ce\uff1f<\/strong> Civic \u6307\u51fa\uff0cOpenClaw \u7684\u6b0a\u9650\u6aa2\u67e5\u8207\u4ee3\u7406\u7a0b\u5f0f\u904b\u884c\u5728\u540c\u4e00\u500b\u9032\u7a0b\u4e2d\u3002\u6211\u7684\u7a0b\u5f0f\u4e5f\u53ef\u4ee5\u7de8\u8f2f\u81ea\u5df1\u7684\u8a2d\u5b9a\u6a94\u3002\u52d9\u5fc5\u4e86\u89e3\u4f60\u7684\u7a0b\u5f0f\u662f\u5982\u4f55\u904b\u4f5c\u7684\u3002.<\/li>\n<li><strong>\u660e\u5929\u4f60\u6703\u77e5\u9053\u5b83\u4eca\u665a\u505a\u4e86\u4ec0\u9ebc\u55ce\uff1f<\/strong> \u4f60\u89aa\u81ea\u95b1\u8b80\u7684\u65e5\u8a8c\u52dd\u904e\u4f60\u4fe1\u4efb\u7684\u5100\u9336\u677f\u3002.<\/li>\n<\/ol>\n\n<h2>\u81ea\u8a17\u7ba1 AI \u4ee3\u7406\u7684\u6210\u672c\uff1a\u786c\u9ad4\u3001API \u548c\u60a8\u7684\u6642\u9593<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"752\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s6-20261105.jpg\" alt=\"\u4ee5\u5929\u5e73\u7a31\u91cf\u986f\u793a\u5361\u3001\u786c\u5e63\u548c\u6c99\u6f0f\uff0c\u53ef\u4ee5\u4f30\u7b97\u51fa\u81ea\u8a17\u7ba1\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u6210\u672c\u3002\" class=\"wp-image-7790\" srcset=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s6-20261105.jpg 1344w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s6-20261105-768x430.jpg 768w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s6-20261105-18x10.jpg 18w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s6-20261105-600x336.jpg 600w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<p>\u5171\u6709\u4e09\u4efd\u5e33\u55ae\uff0c\u4f46\u5927\u591a\u6578\u6bd4\u8f03\u7d50\u679c\u53ea\u986f\u793a\u5176\u4e2d\u4e00\u4efd\u3002.<\/p>\n<h3>\u6cd5\u6848 1\uff1a\u786c\u4ef6<\/h3>\n<p>\u5982\u679c\u4f60\u79df\u7528\u6a21\u578b\uff0c\u904b\u884c\u6642\u6240\u9700\u7684\u8a18\u61b6\u9ad4\u975e\u5e38\u5c11\u3002 Ken \u7684\u4ee3\u7406\u7a0b\u5f0f\u904b\u884c\u5728\u4e00\u53f0 8GB \u8a18\u61b6\u9ad4\u7684 Mac Mini \u4e0a\u3002\u6211\u7684\u6574\u500b\u4ee3\u7406\u7a0b\u5f0f\u7fa4\u7d44\u904b\u884c\u5728\u4e00\u53f0\u6c92\u6709\u7368\u7acb\u986f\u793a\u5361\u7684\u4e2d\u968e VPS \u4e0a\u3002\u5982\u679c\u4f60\u81ea\u884c\u8a17\u7ba1\u6a21\u578b\uff0c\u8a18\u61b6\u9ad4\u4f54\u7528\u5c31\u6703\u5927\u5e45\u589e\u52a0\u3002 Runpod \u7684\u6307\u5357\u6307\u51fa\uff0c\u4e00\u500b 70 \u5104\u7684\u6a21\u578b\u5728\u91cf\u5316\u5230 4 \u4f4d\u5143\u6642\u5927\u7d04\u9700\u8981 4 \u5230 5 GB \u7684\u986f\u5b58\uff0c\u800c\u4e00\u500b 700 \u5104\u7684\u6a21\u578b\u5373\u4f7f\u91cf\u5316\u5230 4 \u4f4d\u5143\u4e5f\u9700\u8981\u5927\u7d04 35 \u5230 40 GB \u7684\u986f\u5b58\u3002\u9019\u5df2\u7d93\u662f\u8cc7\u6599\u4e2d\u5fc3\u7d1a GPU \u7684\u7bc4\u7587\u4e86\uff0c\u5c0f\u578b\u6a21\u578b\u5f88\u96e3\u8655\u7406\u4ee3\u7406\u7a0b\u5f0f\u6240\u9700\u7684\u9577\u6307\u4ee4\u3002.<\/p>\n<h3>\u6cd5\u6848 2\uff1a\u6a21\u578b<\/h3>\n<p>\u6211\u6bcf\u6708\u7d71\u4e00\u7d66 Claude \u8cb7 $200 \u4ef6\uff0c\u6db5\u84cb\u6240\u6709\u54c1\u724c\uff0c\u6211\u9010\u884c\u5217\u51fa\u4e86\u5177\u9ad4\u8cbb\u7528\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e5%95%86%e6%a5%ad\/%e8%81%98%e8%ab%8b%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e9%96%8b%e7%99%bc%e4%ba%ba%e5%93%a1\/\">\u4eba\u5de5\u667a\u6167\u958b\u767c\u4eba\u54e1\u7684\u5be6\u969b\u6210\u672c\u662f\u591a\u5c11\uff1f<\/a>. \u6309\u4ee3\u5e63\u4ed8\u8cbb\u7684 API \u4e5f\u884c\u5f97\u901a\uff1bibl.ai \u5728 Claude Sonnet \u4e0a\u6bcf\u6708\u8655\u7406 1 \u5104\u500b\u8f38\u5165\u4ee3\u5e63\u548c 5000 \u842c\u500b\u8f38\u51fa\u4ee3\u5e63\uff0c\u8cbb\u7528\u7d04\u70ba $1,050\uff0c\u9019\u8db3\u4ee5\u8b93\u4f60\u4e86\u89e3\u5176\u898f\u6a21\u3002\u5c0d\u65bc\u6bcf\u5929\u53ea\u904b\u884c\u5c11\u91cf\u4efb\u52d9\u7684\u5c0f\u578b\u4f01\u696d\u4f86\u8aaa\uff0c\u9019\u7a2e\u6a21\u5f0f\u7684\u8cbb\u7528\u901a\u5e38\u4f4e\u65bc\u55ae\u4e00 SaaS \u7528\u6236\u7684\u8cbb\u7528\u3002.<\/p>\n<h3>\u6cd5\u6848 3\uff1a\u4f60\u7684\u6642\u9593\uff08\u6c38\u9060\u4e0d\u5728\u8003\u616e\u7bc4\u570d\u5167\u7684\u6642\u9593\uff09<\/h3>\n<p>\u81ea\u8a17\u7ba1\u610f\u5473\u8457\u4f60\u8981\u627f\u64d4\u66f4\u65b0\u3001\u6191\u8b49\u5931\u6548\u3001\u4ee4\u724c\u904e\u671f\u4ee5\u53ca\u51cc\u6668\u5169\u9ede\u6545\u969c\u7b49\u6240\u6709\u98a8\u96aa\u3002\u6211\u7684\u65e5\u8a8c\u986f\u793a\uff0c\u6709 43 \u6b21\u904b\u884c\u76f4\u63a5\u5931\u6557\u3002\u8ffd\u8e64\u524d 40 \u6b21\u5931\u6557\u5f8c\uff0c\u767c\u73fe 38 \u6b21\u662f\u793e\u7fa4\u5a92\u9ad4\u8abf\u5ea6\u5668\u7684\u767b\u5165\u4ee4\u724c\u904e\u671f\uff0c1 \u6b21\u662f\u5716\u7247\u58d3\u7e2e\u914d\u984d\u8017\u76e1\uff0c\u9084\u6709 1 \u6b21\u662f SEO \u6578\u64da\u5e33\u6236\u9918\u984d\u70ba\u96f6\u3002. <strong>\u6c92\u6709\u4e00\u500b\u662f\u6a21\u7279\u5152\u3002.<\/strong> \u9019\u624d\u662f\u771f\u6b63\u7684\u904b\u4f5c\u6210\u672c\uff1a\u7ba1\u9053\u7cfb\u7d71\uff0c\u800c\u4e0d\u662f\u667a\u529b\u3002\u6211\u64b0\u5beb\u4e86\u78ba\u4fdd\u5176\u53ef\u63a7\u7684\u53ef\u9760\u6027\u5be6\u8e10\u6307\u5357\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e5%85%8b%e5%8b%9e%e5%be%b7%e4%bb%a3%e7%a2%bc%e6%9c%80%e4%bd%b3%e5%af%a6%e8%b8%90\/\">Claude Code \u7121\u4eba\u904b\u884c\u7684\u6700\u4f73\u5be6\u8e10<\/a>.<\/p>\n<p>\u7d93\u9a57\u6cd5\u5247\uff1a\u5982\u679c\u60a8\u6bcf\u9031\u90fd\u62bd\u4e0d\u51fa\u4e00\u500b\u5c0f\u6642\u4f86\u95b1\u8b80\u65e5\u8a8c\u548c\u8f2a\u63db\u5bc6\u9470\uff0c\u90a3\u9ebc\u7121\u8ad6\u767c\u7968\u4e0a\u5beb\u8457\u4ec0\u9ebc\uff0c\u8a17\u7ba1\u4ee3\u7406\u5e73\u53f0\u90fd\u6bd4\u81ea\u8a17\u7ba1\u66f4\u4fbf\u5b9c\u3002.<\/p>\n\n<h2>\u4f55\u6642\u4e0d\u61c9\u904b\u884c\u81ea\u8a17\u7ba1 AI \u4ee3\u7406<\/h2>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"752\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s7-20261105.jpg\" alt=\"\u7a7a\u8569\u8569\u7684\u684c\u5b50\u4e0a\u653e\u8457\u4e00\u53f0\u7b46\u8a18\u578b\u96fb\u8166\u548c\u4e00\u76de\u96f2\u6735\u71c8\uff0c\u89d2\u843d\u88e1\u6709\u4e00\u500b\u84cb\u8457\u84cb\u5b50\u3001\u95dc\u8457\u96fb\u7684\u4f3a\u670d\u5668\u6a5f\u67b6\u3002\" class=\"wp-image-7791\" srcset=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s7-20261105.jpg 1344w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s7-20261105-768x430.jpg 768w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s7-20261105-18x10.jpg 18w, https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/11\/self-hosted-ai-agent-s7-20261105-600x336.jpg 600w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<p>\u6211\u559c\u6b61\u81ea\u67b6\u3002\u4f46\u5728\u4ee5\u4e0b\u4e94\u7a2e\u60c5\u6cc1\u4e0b\uff0c\u6211\u9084\u662f\u6703\u52f8\u963b\u5927\u591a\u6578\u4eba\u4e0d\u8981\u9019\u6a23\u505a\u3002.<\/p>\n<ul>\n<li><strong>\u4f60\u53ea\u6709\u4e00\u5169\u500b\u7c21\u55ae\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/strong> \u4f7f\u7528\u63d0\u4f9b\u514d\u8cbb\u5957\u9910\u7684\u8a17\u7ba1\u5de5\u5177\u5373\u53ef\u5be6\u73fe\uff0c\u800c\u4e14\u7121\u9700\u4efb\u4f55\u4eba\u4fee\u88dc\u4f3a\u670d\u5668\u3002.<\/li>\n<li><strong>\u6c92\u4eba\u6703\u53bb\u770b\u65e5\u8a8c\u3002.<\/strong> \u7121\u4eba\u503c\u5b88\u7684\u667a\u80fd\u9ad4\u98a8\u96aa\u6975\u5927\u3002\u5982\u679c\u4f60\u6253\u7b97\u9019\u9ebc\u505a\uff0c\u90a3\u5c31\u9078\u64c7\u5167\u5efa\u5b89\u5168\u6a5f\u5236\u3001\u4e14\u6240\u6709\u64cd\u4f5c\u90fd\u9700\u8981\u4eba\u5de5\u6838\u51c6\u7684\u7cfb\u7d71\u3002.<\/li>\n<li><strong>\u4f60\u771f\u6b63\u7684\u76ee\u6a19\u662f\u300c\u79c1\u804a\u300d\u3002.<\/strong> \u5b89\u88dd\u4e00\u500b\u672c\u6a5f\u804a\u5929\u61c9\u7528\uff0c\u4f7f\u7528\u5c0f\u578b\u6a21\u578b\u5373\u53ef\u3002\u60a8\u7121\u9700\u5b89\u88dd\u5305\u542b\u4f01\u696d\u91d1\u9470\u7684\u4ee3\u7406\u7a0b\u5f0f\u57f7\u884c\u74b0\u5883\u3002.<\/li>\n<li><strong>\u9019\u9805\u5de5\u4f5c\u9700\u8981\u5177\u5099\u524d\u6cbf\u601d\u7dad\u7684\u4eba\u624d\uff0c\u6578\u64da\u4e5f\u4e0d\u80fd\u5916\u6d29\u3002.<\/strong> \u9019\u662f\u4e00\u500b\u9700\u8981GPU\u958b\u767c\u7684\u9805\u76ee\uff0c\u9810\u7b97\u4e5f\u9700\u8981\u5c08\u9580\u7528\u65bcGPU\uff0c\u800c\u4e0d\u662f\u9031\u672b\u5c31\u80fd\u5b8c\u6210\u7684\u5b89\u88dd\u9805\u76ee\u3002\u61c9\u8a72\u6309\u7167GPU\u958b\u767c\u5c08\u6848\u7684\u6a19\u6e96\u4f86\u898f\u5283\u3002.<\/li>\n<li><strong>\u4f60\u539f\u672c\u6253\u7b97\u5b89\u88dd\u5e02\u5834\u6280\u80fd\uff0c\u8b93\u5b83\u767c\u63ee\u4f5c\u7528\u3002.<\/strong> \u5982\u679c\u4ee3\u7406\u7a0b\u5f0f\u53ea\u6709\u5728\u4f60\u6c92\u770b\u904e\u7684\u7a0b\u5f0f\u78bc\u4e0b\u624d\u80fd\u767c\u63ee\u4f5c\u7528\uff0c\u90a3\u9ebc\u4f60\u4e0d\u662f\u5728\u81ea\u5df1\u8a17\u7ba1\u4ee3\u7406\u7a0b\u5e8f\uff0c\u800c\u662f\u5728\u8a17\u7ba1\u5225\u4eba\u7684\u4ee3\u7406\u7a0b\u5f0f\u3002.<\/li>\n<\/ul>\n<p>\u53cd\u4e4b\uff0c\u5728\u4ee5\u4e0b\u60c5\u6cc1\u4e0b\uff0c\u5b83\u986f\u7136\u7269\u6709\u6240\u503c\uff1a\u60a8\u6709\u5b9a\u671f\u904b\u884c\u7684\u91cd\u8907\u6027\u5de5\u4f5c\uff0c\u60a8\u9700\u8981\u6536\u64da\uff0c\u60a8\u8a0e\u53ad\u6309\u5e2d\u4f4d\u4ed8\u8cbb\uff0c\u4e26\u4e14\u60a8\u9858\u610f\u50cf\u5c0d\u5f85\u73fe\u91d1\u4e00\u6a23\u5c0d\u5f85\u8b49\u66f8\u3002\u9019\u6b63\u662f\u5b83\u6240\u91dd\u5c0d\u7684\u4f7f\u7528\u8005\u7fa4\u9ad4\u3002.<\/p>\n\n<h2>\u81ea\u67b6\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5e38\u898b\u554f\u984c\u89e3\u7b54<\/h2>\n<h3>\u81ea\u8a17\u7ba1 AI \u4ee3\u7406\u8207\u672c\u5730 LLM \u76f8\u540c\u55ce\uff1f<\/h3>\n<p>\u4e0d\u3002\u672c\u5730LLM\u53ea\u662f\u6a21\u578b\u5c64\u3002\u81ea\u8a17\u7ba1AI\u4ee3\u7406\u662f\u904b\u884c\u6642\u74b0\u5883\uff0c\u5b83\u4f7f\u7528\u6a21\u578b\uff08\u672c\u5730\u6216\u79df\u7528\u7684\uff09\u4ee5\u53ca\u5de5\u5177\u548c\u6191\u8b49\u4f86\u57f7\u884c\u64cd\u4f5c\u3002\u60a8\u53ef\u4ee5\u81ea\u8a17\u7ba1\u4ee3\u7406\u4e26\u547c\u53eb\u96f2\u7aef\u6a21\u578b\uff0c\u9019\u6b63\u662f\u6211\u6240\u505a\u7684\uff0c\u4e5f\u662f\u7b2c\u4e00\u9801\u4e0a\u5927\u591a\u6578\u904b\u884c\u7bc4\u4f8b\u6240\u505a\u7684\u3002.<\/p>\n<h3>\u6211\u9700\u8981GPU\u624d\u80fd\u81ea\u8a17\u7ba1AI\u4ee3\u7406\u55ce\uff1f<\/h3>\n<p>\u53ea\u6709\u7576\u4f60\u4e5f\u8a17\u7ba1\u6a21\u578b\u6642\u624d\u884c\u3002\u547c\u53eb Claude\u3001GPT \u6216 Gemini \u7684\u4ee3\u7406\u7a0b\u5f0f\u5728\u666e\u901a\u7684 CPU \u4f3a\u670d\u5668\u6216\u5c0f\u578b\u684c\u4e0a\u578b\u96fb\u8166\u4e0a\u4e5f\u80fd\u6b63\u5e38\u904b\u4f5c\u3002\u6211\u7684\u4f3a\u670d\u5668\u7fa4\u6c92\u6709 GPU\u3002.<\/p>\n<h3>\u81ea\u8a17\u7ba1\u662f\u5426\u66f4\u5177\u79c1\u5bc6\u6027\uff1f<\/h3>\n<p>\u90e8\u5206\u5982\u6b64\u3002\u60a8\u7684\u8a18\u61b6\u9ad4\u3001\u65e5\u8a8c\u548c\u6191\u8b49\u6703\u4fdd\u7559\u5728\u60a8\u7684\u96fb\u8166\u4e0a\u3002\u4f46\u5982\u679c\u6a21\u578b\u662f\u79df\u7528\u7684\uff0c\u5247\u6240\u6709\u63d0\u793a\u548c\u5de5\u5177\u7d50\u679c\u4ecd\u7136\u6703\u767c\u9001\u7d66\u6a21\u578b\u63d0\u4f9b\u8005\u3002\u8981\u5be6\u73fe\u5b8c\u5168\u96b1\u79c1\uff0c\u5247\u9700\u8981\u81ea\u884c\u8a17\u7ba1\u6a21\u578b\uff0c\u4e26\u627f\u64d4\u76f8\u61c9\u7684\u786c\u9ad4\u8cbb\u7528\u3002.<\/p>\n<h3>OpenClaw 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