{"id":88915,"date":"2026-08-02T01:56:35","date_gmt":"2026-08-01T17:56:35","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/88915.html"},"modified":"2026-08-02T01:56:35","modified_gmt":"2026-08-01T17:56:35","slug":"nanobot%e9%83%a8%e7%bd%b2%e6%a1%88%e4%be%8b%ef%bc%9a%e7%a7%91%e7%a0%94%e5%9b%a2%e9%98%9f%e5%9c%a8a10%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%b8%8a%e9%83%a8%e7%bd%b2nanobot%e6%94%af%e6%92%91%e8%ae%ba%e6%96%87","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/88915.html","title":{"rendered":"nanobot\u90e8\u7f72\u6848\u4f8b\uff1a\u79d1\u7814\u56e2\u961f\u5728A10\u670d\u52a1\u5668\u4e0a\u90e8\u7f72nanobot\u652f\u6491\u8bba\u6587\u5199\u4f5c\u52a9\u624b"},"content":{"rendered":"<h2>nanobot\u90e8\u7f72\u6848\u4f8b&#xff1a;\u79d1\u7814\u56e2\u961f\u5728A10\u670d\u52a1\u5668\u4e0a\u90e8\u7f72nanobot\u652f\u6491\u8bba\u6587\u5199\u4f5c\u52a9\u624b<\/h2>\n<h3>1. \u9879\u76ee\u80cc\u666f\u4e0e\u4ef7\u503c<\/h3>\n<p>\u5bf9\u4e8e\u79d1\u7814\u56e2\u961f\u6765\u8bf4&#xff0c;\u8bba\u6587\u5199\u4f5c\u662f\u65e5\u5e38\u5de5\u4f5c\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u91cd\u8981\u73af\u8282\u3002\u4f20\u7edf\u7684\u8bba\u6587\u5199\u4f5c\u8fc7\u7a0b\u5f80\u5f80\u9700\u8981\u7814\u7a76\u4eba\u5458\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u67e5\u9605\u6587\u732e\u3001\u6574\u7406\u8d44\u6599\u3001\u64b0\u5199\u521d\u7a3f\u548c\u4fee\u6539\u6da6\u8272\u3002\u7279\u522b\u662f\u5728\u591a\u5b66\u79d1\u4ea4\u53c9\u7684\u7814\u7a76\u4e2d&#xff0c;\u7814\u7a76\u4eba\u5458\u53ef\u80fd\u9700\u8981\u540c\u65f6\u5904\u7406\u591a\u4e2a\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6&#xff0c;\u8fd9\u7ed9\u5199\u4f5c\u5e26\u6765\u4e86\u989d\u5916\u7684\u6311\u6218\u3002<\/p>\n<p>nanobot\u4f5c\u4e3a\u4e00\u4e2a\u8d85\u8f7b\u91cf\u7ea7\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b&#xff0c;\u4e3a\u79d1\u7814\u56e2\u961f\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u8bba\u6587\u5199\u4f5c\u8f85\u52a9\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u4e2a\u5de5\u5177\u4ec5\u9700\u7ea64000\u884c\u4ee3\u7801\u5c31\u80fd\u63d0\u4f9b\u6838\u5fc3\u7684\u667a\u80fd\u4ee3\u7406\u529f\u80fd&#xff0c;\u76f8\u6bd4\u5176\u4ed6\u5927\u578bAI\u52a9\u624b\u4ee3\u7801\u91cf\u51cf\u5c11\u4e8699%&#xff0c;\u4f46\u529f\u80fd\u5374\u5341\u5206\u5f3a\u5927\u3002<\/p>\n<p>\u901a\u8fc7\u5728A10\u670d\u52a1\u5668\u4e0a\u90e8\u7f72nanobot&#xff0c;\u79d1\u7814\u56e2\u961f\u53ef\u4ee5\u83b7\u5f97\u4e00\u4e2a24\u5c0f\u65f6\u5728\u7ebf\u7684\u667a\u80fd\u5199\u4f5c\u52a9\u624b&#xff0c;\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u5feb\u901f\u751f\u6210\u8bba\u6587\u8349\u7a3f\u3001\u6574\u7406\u6587\u732e\u8d44\u6599\u3001\u63d0\u4f9b\u5199\u4f5c\u5efa\u8bae&#xff0c;\u751a\u81f3\u534f\u52a9\u8fdb\u884c\u591a\u8f6e\u4fee\u6539\u548c\u4f18\u5316\u3002\u8fd9\u79cd\u90e8\u7f72\u65b9\u5f0f\u4e0d\u4ec5\u63d0\u5347\u4e86\u8bba\u6587\u5199\u4f5c\u6548\u7387&#xff0c;\u8fd8\u964d\u4f4e\u4e86\u4f7f\u7528AI\u8f85\u52a9\u5de5\u5177\u7684\u6280\u672f\u95e8\u69db\u3002<\/p>\n<h3>2. nanobot\u6838\u5fc3\u7279\u6027\u4ecb\u7ecd<\/h3>\n<h4>2.1 \u8d85\u8f7b\u91cf\u7ea7\u8bbe\u8ba1<\/h4>\n<p>nanobot\u7684\u8bbe\u8ba1\u7406\u5ff5\u662f&#034;\u5c0f\u800c\u7f8e&#034;&#xff0c;\u6574\u4e2a\u9879\u76ee\u4ec5\u5305\u542b\u7ea63510\u884c\u4ee3\u7801&#xff08;\u53ef\u901a\u8fc7\u8fd0\u884cbash core_agent_lines.sh\u5b9e\u65f6\u9a8c\u8bc1&#xff09;\u3002\u8fd9\u79cd\u6781\u7b80\u7684\u8bbe\u8ba1\u5e26\u6765\u4e86\u591a\u4e2a\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u90e8\u7f72\u5feb\u901f&#xff1a;\u4ece\u4e0b\u8f7d\u5230\u5b8c\u5168\u90e8\u7f72\u53ea\u9700\u51e0\u5206\u949f\u65f6\u95f4<\/li>\n<li>\u8d44\u6e90\u5360\u7528\u5c11&#xff1a;\u5373\u4f7f\u5728\u914d\u7f6e\u8f83\u4f4e\u7684\u670d\u52a1\u5668\u4e0a\u4e5f\u80fd\u6d41\u7545\u8fd0\u884c<\/li>\n<li>\u7ef4\u62a4\u7b80\u5355&#xff1a;\u4ee3\u7801\u7ed3\u6784\u6e05\u6670&#xff0c;\u6613\u4e8e\u7406\u89e3\u548c\u5b9a\u5236<\/li>\n<li>\u8fd0\u884c\u7a33\u5b9a&#xff1a;\u7cbe\u7b80\u7684\u4ee3\u7801\u610f\u5473\u7740\u66f4\u5c11\u7684\u6f5c\u5728bug\u548c\u66f4\u9ad8\u7684\u7a33\u5b9a\u6027<\/li>\n<\/ul>\n<h4>2.2 \u5f3a\u5927\u7684\u6a21\u578b\u652f\u6301<\/h4>\n<p>nanobot\u5185\u7f6e\u4e86\u57fa\u4e8evllm\u90e8\u7f72\u7684Qwen3-4B-Instruct-2507\u6a21\u578b&#xff0c;\u8fd9\u4e2a\u6a21\u578b\u7ecf\u8fc7\u4e13\u95e8\u4f18\u5316&#xff0c;\u5728\u5b66\u672f\u5199\u4f5c\u548c\u79d1\u7814\u8f85\u52a9\u65b9\u9762\u8868\u73b0\u51fa\u8272&#xff1a;<\/p>\n<ul>\n<li>\u4e13\u4e1a\u9886\u57df\u7406\u89e3&#xff1a;\u5bf9\u5b66\u672f\u672f\u8bed\u548c\u7814\u7a76\u6982\u5ff5\u6709\u6df1\u5165\u7406\u89e3<\/li>\n<li>\u591a\u8bed\u8a00\u652f\u6301&#xff1a;\u80fd\u591f\u5904\u7406\u4e2d\u82f1\u6587\u6df7\u5408\u7684\u5b66\u672f\u5185\u5bb9<\/li>\n<li>\u4e0a\u4e0b\u6587\u611f\u77e5&#xff1a;\u53ef\u4ee5\u7406\u89e3\u957f\u7bc7\u8bba\u6587\u7684\u903b\u8f91\u7ed3\u6784\u548c\u8bba\u8bc1\u6d41\u7a0b<\/li>\n<li>\u6307\u4ee4\u9075\u5faa&#xff1a;\u51c6\u786e\u6267\u884c\u5404\u79cd\u590d\u6742\u7684\u5199\u4f5c\u548c\u7f16\u8f91\u6307\u4ee4<\/li>\n<\/ul>\n<h4>2.3 \u7075\u6d3b\u7684\u4ea4\u4e92\u65b9\u5f0f<\/h4>\n<p>\u901a\u8fc7chainlit\u6846\u67b6&#xff0c;nanobot\u63d0\u4f9b\u4e86\u76f4\u89c2\u6613\u7528\u7684Web\u754c\u9762&#xff0c;\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u50cf\u4e0e\u771f\u4eba\u52a9\u624b\u4ea4\u6d41\u4e00\u6837\u4e0eAI\u4e92\u52a8\u3002\u540c\u65f6\u7cfb\u7edf\u8fd8\u652f\u6301\u6269\u5c55\u63a5\u5165QQ\u673a\u5668\u4eba&#xff0c;\u5b9e\u73b0\u591a\u5e73\u53f0\u7684\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n<h3>3. \u90e8\u7f72\u73af\u5883\u51c6\u5907<\/h3>\n<h4>3.1 \u670d\u52a1\u5668\u914d\u7f6e\u8981\u6c42<\/h4>\n<p>\u5728A10\u670d\u52a1\u5668\u4e0a\u90e8\u7f72nanobot&#xff0c;\u5efa\u8bae\u6ee1\u8db3\u4ee5\u4e0b\u914d\u7f6e\u8981\u6c42&#xff1a;<\/p>\n<p>\u786c\u4ef6\u914d\u7f6e&#xff1a;<\/p>\n<ul>\n<li>GPU&#xff1a;NVIDIA A10&#xff08;24GB\u663e\u5b58&#xff09;<\/li>\n<li>CPU&#xff1a;8\u6838\u4ee5\u4e0a<\/li>\n<li>\u5185\u5b58&#xff1a;32GB\u4ee5\u4e0a<\/li>\n<li>\u5b58\u50a8&#xff1a;100GB\u53ef\u7528\u7a7a\u95f4<\/li>\n<\/ul>\n<p>\u8f6f\u4ef6\u73af\u5883&#xff1a;<\/p>\n<ul>\n<li>\u64cd\u4f5c\u7cfb\u7edf&#xff1a;Ubuntu 20.04\/22.04 LTS<\/li>\n<li>Docker&#xff1a;\u6700\u65b0\u7a33\u5b9a\u7248\u672c<\/li>\n<li>NVIDIA\u9a71\u52a8&#xff1a;\u4e0eCUDA\u7248\u672c\u5339\u914d\u7684\u6700\u65b0\u9a71\u52a8<\/li>\n<li>Python&#xff1a;3.8\u62163.9\u7248\u672c<\/li>\n<\/ul>\n<h4>3.2 \u57fa\u7840\u73af\u5883\u642d\u5efa<\/h4>\n<p>\u9996\u5148\u786e\u4fdd\u670d\u52a1\u5668\u73af\u5883\u7b26\u5408\u8981\u6c42&#xff0c;\u7136\u540e\u8fdb\u884c\u57fa\u7840\u4f9d\u8d56\u7684\u5b89\u88c5&#xff1a;<\/p>\n<p># \u66f4\u65b0\u7cfb\u7edf\u5305<br \/>\nsudo apt update &amp;&amp; sudo apt upgrade -y<\/p>\n<p># \u5b89\u88c5\u57fa\u7840\u5de5\u5177<br \/>\nsudo apt install -y python3-pip python3-venv git curl wget<\/p>\n<p># \u914d\u7f6ePython\u73af\u5883<br \/>\npython3 -m venv nanobot-env<br \/>\nsource nanobot-env\/bin\/activate<\/p>\n<h3>4. nanobot\u90e8\u7f72\u6b65\u9aa4\u8be6\u89e3<\/h3>\n<h4>4.1 \u83b7\u53d6\u90e8\u7f72\u8d44\u6e90<\/h4>\n<p>\u901a\u8fc7CSDN\u661f\u56fe\u955c\u50cf\u5e02\u573a\u83b7\u53d6nanobot\u7684\u90e8\u7f72\u955c\u50cf&#xff1a;<\/p>\n<p># \u62c9\u53d6nanobot\u955c\u50cf<br \/>\ndocker pull registry.cn-beijing.aliyuncs.com\/csdn_mirror\/nanobot:latest<\/p>\n<p># \u521b\u5efa\u5de5\u4f5c\u76ee\u5f55<br \/>\nmkdir -p \/root\/workspace\/nanobot<br \/>\ncd \/root\/workspace\/nanobot<\/p>\n<h4>4.2 \u542f\u52a8\u6a21\u578b\u670d\u52a1<\/h4>\n<p>\u4f7f\u7528Docker Compose\u5feb\u901f\u542f\u52a8\u6240\u6709\u670d\u52a1&#xff1a;<\/p>\n<p># docker-compose.yml<br \/>\nversion: &#039;3.8&#039;<br \/>\nservices:<br \/>\n  nanobot:<br \/>\n    image: registry.cn-beijing.aliyuncs.com\/csdn_mirror\/nanobot:latest<br \/>\n    container_name: nanobot<br \/>\n    ports:<br \/>\n      &#8211; &#034;8000:8000&#034;<br \/>\n      &#8211; &#034;8080:8080&#034;<br \/>\n    volumes:<br \/>\n      &#8211; .\/data:\/app\/data<br \/>\n      &#8211; .\/logs:\/app\/logs<br \/>\n    environment:<br \/>\n      &#8211; MODEL_NAME&#061;Qwen3-4B-Instruct-2507<br \/>\n      &#8211; GPU_DEVICE&#061;0<br \/>\n    deploy:<br \/>\n      resources:<br \/>\n        reservations:<br \/>\n          devices:<br \/>\n            &#8211; driver: nvidia<br \/>\n              count: 1<br \/>\n              capabilities: [gpu]<\/p>\n<p>\u542f\u52a8\u670d\u52a1&#xff1a;<\/p>\n<p>docker-compose up -d<\/p>\n<h4>4.3 \u9a8c\u8bc1\u90e8\u7f72\u72b6\u6001<\/h4>\n<p>\u90e8\u7f72\u5b8c\u6210\u540e&#xff0c;\u9700\u8981\u786e\u8ba4\u670d\u52a1\u6b63\u5e38\u8fd0\u884c&#xff1a;<\/p>\n<p># \u67e5\u770b\u670d\u52a1\u65e5\u5fd7<br \/>\ndocker logs nanobot<\/p>\n<p># \u6216\u8005\u76f4\u63a5\u67e5\u770b\u65e5\u5fd7\u6587\u4ef6<br \/>\ncat \/root\/workspace\/llm.log<\/p>\n<p>\u5f53\u5728\u65e5\u5fd7\u4e2d\u770b\u5230\u6a21\u578b\u52a0\u8f7d\u5b8c\u6210\u548c\u670d\u52a1\u542f\u52a8\u6210\u529f\u7684\u63d0\u793a\u4fe1\u606f\u65f6&#xff0c;\u8bf4\u660e\u90e8\u7f72\u5df2\u7ecf\u6210\u529f\u3002<\/p>\n<h3>5. \u4f7f\u7528nanobot\u8fdb\u884c\u8bba\u6587\u5199\u4f5c\u8f85\u52a9<\/h3>\n<h4>5.1 \u542f\u52a8Web\u754c\u9762<\/h4>\n<p>\u901a\u8fc7chainlit\u542f\u52a8Web\u4ea4\u4e92\u754c\u9762&#xff1a;<\/p>\n<p># \u5728nanobot\u5bb9\u5668\u5185\u6267\u884c<br \/>\nchainlit run app.py -h 0.0.0.0 -p 8080<\/p>\n<p>\u8bbf\u95ee\u670d\u52a1\u5668\u76848080\u7aef\u53e3\u5373\u53ef\u6253\u5f00\u4ea4\u4e92\u754c\u9762&#xff0c;\u5f00\u59cb\u4f7f\u7528nanobot\u8fdb\u884c\u8bba\u6587\u5199\u4f5c\u8f85\u52a9\u3002<\/p>\n<h4>5.2 \u57fa\u672c\u5199\u4f5c\u8f85\u52a9\u529f\u80fd<\/h4>\n<p>nanobot\u4e3a\u8bba\u6587\u5199\u4f5c\u63d0\u4f9b\u591a\u79cd\u8f85\u52a9\u529f\u80fd&#xff1a;<\/p>\n<p>\u6587\u732e\u7efc\u8ff0\u534f\u52a9&#xff1a;<\/p>\n<ul>\n<li>\u6839\u636e\u7814\u7a76\u4e3b\u9898\u81ea\u52a8\u751f\u6210\u6587\u732e\u7efc\u8ff0\u6846\u67b6<\/li>\n<li>\u63d0\u53d6\u548c\u603b\u7ed3\u5173\u952e\u6587\u732e\u7684\u6838\u5fc3\u89c2\u70b9<\/li>\n<li>\u8bc6\u522b\u7814\u7a76\u7a7a\u767d\u548c\u7814\u7a76\u673a\u4f1a<\/li>\n<\/ul>\n<p>\u8bba\u6587\u7ed3\u6784\u4f18\u5316&#xff1a;<\/p>\n<ul>\n<li>\u63d0\u4f9b\u6807\u51c6\u7684\u8bba\u6587\u7ed3\u6784\u6a21\u677f<\/li>\n<li>\u68c0\u67e5\u903b\u8f91\u8fde\u8d2f\u6027\u548c\u8bba\u8bc1\u5b8c\u6574\u6027<\/li>\n<li>\u5efa\u8bae\u5404\u7ae0\u8282\u7684\u6700\u4f73\u5b9e\u8df5\u5199\u6cd5<\/li>\n<\/ul>\n<p>\u8bed\u8a00\u6da6\u8272\u4e0e\u4fee\u6539&#xff1a;<\/p>\n<ul>\n<li>\u5b66\u672f\u8bed\u8a00\u98ce\u683c\u4f18\u5316<\/li>\n<li>\u8bed\u6cd5\u548c\u62fc\u5199\u68c0\u67e5<\/li>\n<li>\u8868\u8fbe\u6e05\u6670\u5ea6\u63d0\u5347\u5efa\u8bae<\/li>\n<\/ul>\n<h4>5.3 \u5b9e\u9645\u4f7f\u7528\u793a\u4f8b<\/h4>\n<p>\u5047\u8bbe\u6211\u4eec\u9700\u8981\u64b0\u5199\u4e00\u7bc7\u5173\u4e8e&#034;\u6df1\u5ea6\u5b66\u4e60\u5728\u533b\u5b66\u5f71\u50cf\u5206\u6790\u4e2d\u7684\u5e94\u7528&#034;\u7684\u8bba\u6587&#xff1a;<\/p>\n<p>\u8bf7\u5e2e\u6211\u751f\u6210\u8fd9\u7bc7\u8bba\u6587\u7684\u5f15\u8a00\u90e8\u5206&#xff0c;\u91cd\u70b9\u4ecb\u7ecd\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5728\u533b\u5b66\u5f71\u50cf\u5206\u6790\u4e2d\u7684\u53d1\u5c55\u5386\u7a0b\u548c\u5f53\u524d\u6311\u6218&#xff0c;\u5b57\u6570\u7ea6500\u5b57\u3002<\/p>\n<p>nanobot\u4f1a\u751f\u6210\u7ed3\u6784\u5b8c\u6574\u3001\u5185\u5bb9\u4e13\u4e1a\u7684\u5f15\u8a00\u8349\u7a3f&#xff0c;\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u5728\u6b64\u57fa\u7840\u4e0a\u8fdb\u884c\u4fee\u6539\u548c\u5b8c\u5584\u3002<\/p>\n<h3>6. \u9ad8\u7ea7\u529f\u80fd&#xff1a;\u63a5\u5165QQ\u673a\u5668\u4eba<\/h3>\n<h4>6.1 QQ\u673a\u5668\u4eba\u914d\u7f6e\u51c6\u5907<\/h4>\n<p>\u4e3a\u4e86\u8ba9\u79d1\u7814\u56e2\u961f\u66f4\u65b9\u4fbf\u5730\u4f7f\u7528nanobot&#xff0c;\u53ef\u4ee5\u5c06\u5176\u63a5\u5165QQ\u673a\u5668\u4eba&#xff1a;<\/p>\n<li>\u8bbf\u95eeQQ\u5f00\u653e\u5e73\u53f0&#xff08;https:\/\/q.qq.com\/#\/apps&#xff09;\u6ce8\u518c\u5f00\u53d1\u8005\u8d26\u53f7<\/li>\n<li>\u521b\u5efa\u65b0\u7684\u673a\u5668\u4eba\u5e94\u7528&#xff0c;\u83b7\u53d6AppID\u548cAppSecret<\/li>\n<li>\u8bb0\u5f55\u8fd9\u4e9b\u51ed\u8bc1\u7528\u4e8e\u540e\u7eed\u914d\u7f6e<\/li>\n<h4>6.2 \u4fee\u6539nanobot\u914d\u7f6e<\/h4>\n<p>\u7f16\u8f91nanobot\u7684\u914d\u7f6e\u6587\u4ef6&#xff0c;\u6dfb\u52a0QQ\u673a\u5668\u4eba\u652f\u6301&#xff1a;<\/p>\n<p>vim \/root\/.nanobot\/config.json<\/p>\n<p>\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u6dfb\u52a0QQ\u9891\u9053\u914d\u7f6e&#xff1a;<\/p>\n<p>{<br \/>\n  &#034;channels&#034;: {<br \/>\n    &#034;qq&#034;: {<br \/>\n      &#034;enabled&#034;: true,<br \/>\n      &#034;appId&#034;: &#034;\u4f60\u7684AppID&#034;,<br \/>\n      &#034;secret&#034;: &#034;\u4f60\u7684AppSecret&#034;,<br \/>\n      &#034;allowFrom&#034;: [&#034;\u5141\u8bb8\u4f7f\u7528\u7684QQ\u53f7\u6216\u7fa4\u53f7&#034;]<br \/>\n    }<br \/>\n  }<br \/>\n}<\/p>\n<h4>6.3 \u542f\u52a8\u7f51\u5173\u670d\u52a1<\/h4>\n<p>\u914d\u7f6e\u5b8c\u6210\u540e&#xff0c;\u542f\u52a8nanobot\u7684\u7f51\u5173\u670d\u52a1&#xff1a;<\/p>\n<p>nanobot gateway<\/p>\n<p>\u670d\u52a1\u542f\u52a8\u6210\u529f\u540e&#xff0c;\u5c31\u53ef\u4ee5\u901a\u8fc7QQ\u5411\u673a\u5668\u4eba\u63d0\u95ee&#xff0c;\u83b7\u5f97\u8bba\u6587\u5199\u4f5c\u65b9\u9762\u7684\u534f\u52a9\u3002<\/p>\n<h3>7. \u5b9e\u9645\u5e94\u7528\u6548\u679c\u4e0e\u4ef7\u503c<\/h3>\n<h4>7.1 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