{"id":110635,"date":"2026-09-29T07:00:38","date_gmt":"2026-09-28T23:00:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110635.html"},"modified":"2026-09-29T07:00:38","modified_gmt":"2026-09-28T23:00:38","slug":"%e5%bd%ad%e5%a4%a7%e5%b8%85%e7%9a%84ai%e8%bf%90%e7%bb%b4%e5%8a%a9%e6%89%8b-%e8%87%aa%e7%84%b6%e8%af%ad%e8%a8%80%e7%ae%a1%e7%90%86-linux-%e9%9b%86%e7%be%a4%e4%b8%8e%e7%bd%91%e7%bb%9c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110635.html","title":{"rendered":"\u5f6d\u5927\u5e05\u7684AI\u8fd0\u7ef4\u52a9\u624b\u2014\u2014\u81ea\u7136\u8bed\u8a00\u7ba1\u7406 Linux \u96c6\u7fa4\u4e0e\u7f51\u7edc\u8bbe\u5907\u2014\u2014\u7b2c 1 \u7bc7 \u00b7 \u9aa8\u67b6\uff1a\u8bf4\u4eba\u8bdd\uff0c\u8dd1\u547d\u4ee4\uff1a\u81ea\u7136\u8bed\u8a00 SSH \u8fd0\u7ef4\u7684\u9aa8\u67b6"},"content":{"rendered":"

\u76ee \u00a0\u5f55<\/span><\/span><\/h2>\n

\n

\u4ece\u4e00\u53e5\u8bdd\u5230\u4e00\u4e32\u547d\u4ee4<\/span><\/span><\/p>\n

\u4e09\u5c42\u9aa8\u67b6：\u6a21\u578b\u3001\u5de5\u5177\u3001\u6267\u884c<\/span><\/span><\/p>\n

\u4e00\u53e5\u8bdd\u662f\u600e\u4e48\u53d8\u6210\u547d\u4ee4\u7684<\/span><\/span><\/p>\n

\u5de5\u5177\u6e05\u5355\u957f\u4ec0\u4e48\u6837<\/span><\/span><\/p>\n

\u4e3b\u673a\u4ece\u54ea\u6765：\u914d\u7f6e\u4e0e\u5bc6\u94a5\u5206\u79bb<\/span><\/span><\/p>\n

\u51ed\u4ec0\u4e48\u6562\u8ba9\u5b83\u8dd1\u771f\u547d\u4ee4<\/span><\/span><\/p>\n

\u5c0f\u7ed3<\/span><\/span><\/p>\n<\/p>\n

\u4ece\u4e00\u53e5\u8bdd\u5230\u4e00\u4e32\u547d\u4ee4<\/span><\/span><\/h2>\n

\u5148\u770b\u4e00\u4e2a\u6700\u5178\u578b\u7684\u573a\u666f\u3002\u6253\u5f00\u7a0b\u5e8f，\u8f93\u5165\u8fd9\u6837\u4e00\u53e5\u8bdd：<\/span><\/span><\/p>\n

\u300c\u770b\u770b yum-server \u8fd9\u53f0\u673a\u5668\u73b0\u5728\u7684\u8d1f\u8f7d\u548c\u5185\u5b58\u60c5\u51b5\u300d<\/span><\/span><\/p>\n

\u51e0\u79d2\u949f\u540e，\u7a0b\u5e8f\u4f1a\u7ed9\u51fa\u7c7b\u4f3c\u8fd9\u6837\u7684\u56de\u7b54：CPU \u4f7f\u7528\u7387 12%，load average 0.15 \/ 0.08 \/ 0.06，\u5185\u5b58\u5df2\u7528 1.8G \/ 3.9G\u2026\u2026<\/span><\/span><\/p>\n

\u5bf9\u4f7f\u7528\u8005\u6765\u8bf4，\u8fd9\u5c31\u50cf\u8ddf\u4e00\u4e2a\u61c2\u884c\u7684\u52a9\u624b\u5bf9\u8bdd\u3002\u4f46\u5728\u80cc\u540e，\u8fd9\u4e00\u53e5\u8bdd\u5176\u5b9e\u7ecf\u5386\u4e86\u4e00\u6574\u5957\u300c\u610f\u56fe \u2192 \u547d\u4ee4 \u2192 \u6267\u884c \u2192 \u56de\u586b \u2192 \u6c47\u603b\u300d\u7684\u95ed\u73af\u3002\u672c\u7bc7\u5c31\u628a\u8fd9\u6761\u94fe\u8def\u62c6\u5f00，\u8bb2\u6e05\u695a\u5b83\u8d56\u4ee5\u8fd0\u8f6c\u7684\u9aa8\u67b6：\u4e00\u4e2a\u5927\u6a21\u578b + \u4e00\u7ec4\u5de5\u5177 + \u4e00\u6761 SSH \u901a\u9053\u3002<\/span><\/span><\/p>\n

\u4e09\u5c42\u9aa8\u67b6：\u6a21\u578b\u3001\u5de5\u5177\u3001\u6267\u884c<\/span><\/span><\/h2>\n

\u6574\u4e2a\u7a0b\u5e8f\u5728\u67b6\u6784\u4e0a\u53ef\u4ee5\u6e05\u6670\u5730\u5206\u6210\u4e09\u5c42，\u6bcf\u4e00\u5c42\u5404\u7ba1\u4e00\u4ef6\u4e8b：<\/span><\/span><\/p>\n\n\n\n\n\n\n
\n

\u5c42<\/span><\/span><\/p>\n<\/td>\n

\n

\u804c\u8d23<\/span><\/span><\/p>\n<\/td>\n

\n

\u5bf9\u5e94\u6a21\u5757<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u6a21\u578b\u5c42<\/span><\/span><\/p>\n<\/td>\n

\n

\u542c\u61c2\u4eba\u8bdd，\u51b3\u5b9a\u300c\u4e0b\u4e00\u6b65\u8be5\u8c03\u7528\u54ea\u4e2a\u5de5\u5177\u3001\u4f20\u4ec0\u4e48\u53c2\u6570\u300d<\/span><\/span><\/p>\n<\/td>\n

\n

llm.py（LLMClient）<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u5de5\u5177\u5c42<\/span><\/span><\/p>\n<\/td>\n

\n

\u5b9a\u4e49 AI \u80fd\u7528\u7684\u5168\u90e8\u80fd\u529b，\u5e76\u6267\u884c\u5bf9\u5e94\u64cd\u4f5c<\/span><\/span><\/p>\n<\/td>\n

\n

tools.py（ToolExecutor）<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u6267\u884c\u5c42<\/span><\/span><\/p>\n<\/td>\n

\n

\u5efa\u7acb\u771f\u6b63\u7684 SSH \u4f1a\u8bdd，\u5728\u8fdc\u7aef\u8dd1\u547d\u4ee4\u3001\u53d6\u56de\u7ed3\u679c<\/span><\/span><\/p>\n<\/td>\n

\n

ssh.py（SSHConnection）<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n

\u8fd9\u4e09\u4e2a\u89d2\u8272\u56f4\u7ed5\u4e00\u4e2a\u6838\u5fc3\u5faa\u73af\u534f\u4f5c\u2014\u2014agent.py \u91cc\u7684 Agent\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u6210\u4e00\u4f4d\u300c\u8c03\u5ea6\u5458\u300d：\u5b83\u8d1f\u8d23\u628a\u7528\u6237\u7684\u610f\u56fe\u5582\u7ed9\u6a21\u578b，\u628a\u6a21\u578b\u60f3\u8c03\u7684\u5de5\u5177\u8f6c\u4ea4\u7ed9\u6267\u884c\u5c42，\u518d\u628a\u7ed3\u679c\u56de\u4f20\u7ed9\u6a21\u578b，\u5982\u6b64\u5f80\u590d，\u76f4\u5230\u6a21\u578b\u8ba4\u4e3a\u4efb\u52a1\u5b8c\u6210\u3001\u7ed9\u51fa\u6700\u7ec8\u56de\u7b54\u3002<\/span><\/span><\/p>\n

\u4e00\u53e5\u8bdd\u662f\u600e\u4e48\u53d8\u6210\u547d\u4ee4\u7684<\/span><\/span><\/h2>\n

Agent \u7684\u8fd0\u884c\u662f\u4e00\u4e2a\u5faa\u73af，\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u7684\u300c\u95ee \u2192 \u7b54\u300d\u3002\u7528\u4f2a\u4ee3\u7801\u53ef\u4ee5\u8fd9\u6837\u6982\u62ec：<\/span><\/span><\/p>\n

1. \u628a\u7528\u6237\u8f93\u5165（user）\u8ffd\u52a0\u8fdb\u6d88\u606f\u5217\u8868 2. \u5faa\u73af（\u6700\u591a 50 \u8f6e）： \u00a0\u00a0a. \u628a\u5168\u90e8\u6d88\u606f\u53d1\u7ed9\u5927\u6a21\u578b，\u9644\u4e0a\u5de5\u5177\u6e05\u5355 \u00a0\u00a0b. \u6a21\u578b\u8fd4\u56de：\u8981\u4e48\u662f\u6700\u7ec8\u56de\u7b54，\u8981\u4e48\u662f\u4e00\u7ec4\u300c\u5de5\u5177\u8c03\u7528\u300d\u8bf7\u6c42 \u00a0\u00a0c. \u82e5\u662f\u5de5\u5177\u8c03\u7528 \u2192 \u6267\u884c\u5b83 \u2192 \u628a\u7ed3\u679c\u4f5c\u4e3a tool \u6d88\u606f\u56de\u586b \u00a0\u00a0d. \u82e5\u662f\u6700\u7ec8\u56de\u7b54 \u2192 \u8fd4\u56de\u7ed9\u7528\u6237，\u7ed3\u675f<\/span><\/span><\/p>\n

\n

\u56de\u5230\u5f00\u5934\u7684\u4f8b\u5b50，\u300c\u770b\u770b\u8d1f\u8f7d\u548c\u5185\u5b58\u300d\u8fd9\u53e5\u8bdd\u8fdb\u5165\u5faa\u73af\u540e，\u6a21\u578b\u5c42\u4f1a\u5224\u65ad：\u8fd9\u9700\u8981\u7528 run_command \u5de5\u5177\u3002\u4e8e\u662f\u5b83\u751f\u6210\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u8c03\u7528\u8bf7\u6c42：<\/span><\/span><\/p>\n

\u5de5\u5177：run_command \u53c2\u6570：command = "top -bn1 | head -5 && free -h"<\/span><\/span><\/p>\n

\n

\u6267\u884c\u5c42\u62ff\u5230\u8fd9\u6761\u547d\u4ee4，\u901a\u8fc7 SSH \u5728 yum-server \u4e0a\u8dd1\u8d77\u6765，\u628a\u8f93\u51fa\u56de\u4f20\u7ed9\u6a21\u578b\u3002\u6a21\u578b\u770b\u5230\u7ed3\u679c\u540e，\u518d\u51b3\u5b9a\u662f\u7ee7\u7eed\u67e5\u3001\u8fd8\u662f\u76f4\u63a5\u7ec4\u7ec7\u6210\u4e00\u6bb5\u4eba\u8bdd\u56de\u7b54\u3002\u8fd9\u6b63\u662f\u5b83\u548c\u300c\u5199\u6b7b\u811a\u672c\u300d\u7684\u672c\u8d28\u533a\u522b\u2014\u2014\u5de5\u5177\u8c03\u7528\u662f\u6a21\u578b\u5728\u6bcf\u4e00\u8f6e\u52a8\u6001\u51b3\u5b9a\u7684，\u4e0d\u662f\u9884\u5148\u7f16\u6392\u597d\u7684\u56fa\u5b9a\u6d41\u7a0b\u3002<\/span><\/span><\/p>\n

\u5de5\u5177\u6e05\u5355\u957f\u4ec0\u4e48\u6837<\/span><\/span><\/h2>\n

AI \u51ed\u4ec0\u4e48\u77e5\u9053\u300c\u8be5\u600e\u4e48\u7528\u8fd9\u4e2a\u7a0b\u5e8f\u300d？\u9760\u7684\u662f\u4e00\u4efd TOOLS_SCHEMA\u2014\u2014\u4e00\u7ec4\u7528\u6807\u51c6\u683c\u5f0f\u63cf\u8ff0\u7684\u300c\u80fd\u529b\u8bf4\u660e\u4e66\u300d\u3002\u6bcf\u4e2a\u5de5\u5177\u90fd\u5199\u660e\u540d\u79f0\u3001\u4f5c\u7528\u3001\u9700\u8981\u54ea\u4e9b\u53c2\u6570\u3002\u4e0b\u9762\u662f\u6838\u5fc3\u5de5\u5177 run_command \u7684\u7b80\u5316\u7248\u5b9a\u4e49：<\/span><\/span><\/p>\n

\u5de5\u5177 run_command： \u00a0\u4f5c\u7528：\u5728\u5f53\u524d SSH \u4e3b\u673a\u4e0a\u6267\u884c\u4e00\u6761 shell \u547d\u4ee4\u5e76\u8fd4\u56de\u7ed3\u679c \u00a0\u53c2\u6570： \u00a0\u00a0\u00a0command（\u5fc5\u586b）\u2014 \u8981\u6267\u884c\u7684\u547d\u4ee4，bash \u8bed\u6cd5，\u53ef\u7528\u7ba1\u9053\u548c\u91cd\u5b9a\u5411 \u00a0\u00a0\u00a0timeout（\u53ef\u9009）\u2014 \u8d85\u65f6\u79d2\u6570，\u957f\u65f6\u95f4\u4efb\u52a1\u4e3b\u52a8\u8c03\u5927<\/span><\/span><\/p>\n

\n

\u8fd9\u79cd\u300cOpenAI \u517c\u5bb9\u7684\u51fd\u6570\u8c03\u7528（function calling）\u300d\u683c\u5f0f，\u662f\u5f53\u4ee3\u5927\u6a21\u578b\u666e\u904d\u652f\u6301\u7684\u534f\u8bae，\u4e5f\u662f\u6574\u4e2a\u7a0b\u5e8f\u80fd\u300c\u6307\u6325\u771f\u5b9e\u7cfb\u7edf\u300d\u7684\u6865\u6881\u3002\u9664\u4e86 run_command，\u8fd8\u6709 list_hosts（\u5217\u51fa\u4e3b\u673a）\u3001switch_host（\u5207\u6362\u76ee\u6807\u673a）\u3001upload_file（SFTP \u4e0a\u4f20）\u7b49\u4e00\u6279\u5de5\u5177，\u5171\u540c\u6784\u6210 AI \u7684\u300c\u5de5\u5177\u7bb1\u300d\u3002<\/span><\/span><\/p>\n

\u4e3b\u673a\u4ece\u54ea\u6765：\u914d\u7f6e\u4e0e\u5bc6\u94a5\u5206\u79bb<\/span><\/span><\/h2>\n

\u6267\u884c\u5c42\u8981\u8fde\u54ea\u53f0\u673a\u5668\u3001\u7528\u4ec0\u4e48\u8d26\u53f7\u5bc6\u7801，\u90fd\u6765\u81ea\u914d\u7f6e\u6587\u4ef6，\u4e14\u9075\u5faa\u4e00\u6761\u91cd\u8981\u539f\u5219\u2014\u2014\u7ed3\u6784\u8fdb YAML，\u5bc6\u94a5\u8fdb .env\u3002<\/span><\/span><\/p>\n

\u4e3b\u673a\u6e05\u5355\u5199\u5728 config\/hosts.yml：<\/span><\/span><\/p>\n

default: yum-server hosts: \u00a0yum-server: \u00a0\u00a0\u00a0host: 10.10.10.10 \u00a0\u00a0\u00a0port: 22 \u00a0\u00a0\u00a0user: root \u00a0\u00a0\u00a0auth: \u00a0\u00a0\u00a0\u00a0\u00a0method: password \u00a0\u00a0\u00a0\u00a0\u00a0password_env: HOST_PW_YUM \u00a0\u00a0\u00a0note: \u5185\u7f51 yum \u6e90\u670d\u52a1\u5668<\/span><\/span><\/p>\n

\n

\u6ce8\u610f：\u8fd9\u91cc\u5e76\u6ca1\u6709\u76f4\u63a5\u5199\u5bc6\u7801，\u800c\u662f\u5199\u4e86\u4e00\u4e2a\u73af\u5883\u53d8\u91cf\u540d HOST_PW_YUM\u3002\u771f\u6b63\u7684\u5bc6\u7801\u653e\u5728\u9879\u76ee\u6839\u76ee\u5f55\u7684 .env \u6587\u4ef6\u91cc\u3002\u8fd9\u6837\u914d\u7f6e\u6587\u4ef6\u53ef\u4ee5\u653e\u5fc3\u5165\u5e93\u3001\u5206\u4eab，\u800c\u5bc6\u94a5\u59cb\u7ec8\u7559\u5728\u672c\u673a，\u4e0d\u8fdb\u7248\u672c\u5e93\u2014\u2014\u8fd9\u662f\u8fd9\u5957\u7a0b\u5e8f\u5bf9\u300c\u51ed\u636e\u5b89\u5168\u300d\u7684\u57fa\u672c\u6001\u5ea6\u3002<\/span><\/span><\/p>\n

\u51ed\u4ec0\u4e48\u6562\u8ba9\u5b83\u8dd1\u771f\u547d\u4ee4<\/span><\/span><\/h2>\n

\u8fde\u63a5\u771f\u5b9e\u670d\u52a1\u5668\u8fd9\u4ef6\u4e8b，\u6709\u4e24\u70b9\u7ec6\u8282\u76f4\u63a5\u51b3\u5b9a\u4e86\u5b83\u300c\u6562\u4e0d\u6562\u7528\u300d：<\/span><\/span><\/p>\n

\u4e00\u662f SSH \u4f1a\u8bdd\u7684\u5065\u58ee\u6027\u3002\u57fa\u4e8e paramiko \u5efa\u8fde，\u5185\u7f51\u73af\u5883\u91c7\u7528\u9996\u6b21\u8fde\u63a5\u81ea\u52a8\u4fe1\u4efb\u4e3b\u673a\u5bc6\u94a5（TOFU）\u7b56\u7565；\u6267\u884c\u547d\u4ee4\u65f6\u7528\u975e\u963b\u585e\u8f6e\u8be2 + \u8d85\u65f6\u786c\u63a7\u5236\u2014\u2014\u547d\u4ee4\u8dd1\u8d85\u65f6\u4f1a\u5f3a\u5236\u5173\u95ed\u901a\u9053\u7ec8\u6b62\u8fdc\u7aef\u8fdb\u7a0b，\u4e0d\u4f1a\u8ba9\u4e00\u6761\u5361\u6b7b\u7684\u547d\u4ee4\u6302\u4f4f\u6574\u4e2a\u4f1a\u8bdd\u3002\u5bc6\u7801\u548c\u5bc6\u94a5\u4e24\u79cd\u8ba4\u8bc1\u65b9\u5f0f\u90fd\u652f\u6301\u3002<\/span><\/span><\/p>\n

\u4e8c\u662f\u5e76\u884c\u4e0e\u6c47\u603b\u3002\u9762\u5bf9\u591a\u53f0\u673a\u5668，\u7a0b\u5e8f\u7528 run_command_on_hosts \u505a\u6700\u591a 8 \u8def\u5e76\u884c\u7f16\u6392，\u628a\u6bcf\u53f0\u4e3b\u673a\u7684\u7ed3\u679c\u6c47\u603b\u56de\u6765\u3002\u8fd9\u4e3a\u7cfb\u5217\u7b2c 6 \u7bc7\u300c\u591a\u673a\u5e76\u884c\u4e0e\u6587\u4ef6\u4f20\u8f93\u300d\u57cb\u4e0b\u4e86\u4f0f\u7b14\u2014\u2014\u4f60\u53ea\u9700\u8981\u8bf4\u4e00\u6b21，\u5b83\u5c31\u66ff\u4f60\u8dd1\u904d\u6240\u6709\u673a\u5668\u3002<\/span><\/span><\/p>\n

\u5c0f\u7ed3<\/span><\/span><\/h2>\n

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