{"id":104673,"date":"2026-09-13T00:17:13","date_gmt":"2026-09-12T16:17:13","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/104673.html"},"modified":"2026-09-13T00:17:13","modified_gmt":"2026-09-12T16:17:13","slug":"%e8%a3%85-100-%e6%8a%80%e8%83%bd%ef%bc%8cagent-%e8%b6%8a%e7%94%a8%e8%b6%8a%e8%81%aa%e6%98%8e%ef%bc%9f%e9%94%99%ef%bc%81%ef%bc%88%e9%99%84skill%e6%8a%80%e8%83%bd%e8%b0%83%e5%ba%a6%e5%ae%98%e5%ae%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/104673.html","title":{"rendered":"\u88c5 100+ \u6280\u80fd\uff0cAgent \u8d8a\u7528\u8d8a\u806a\u660e\uff1f\u9519\uff01\uff08\u9644SKILL\u6280\u80fd\u8c03\u5ea6\u5b98\u5b89\u88c5\u5730\u5740\uff09"},"content":{"rendered":"<p>\u6458\u8981&#xff1a;\u6280\u80fd\u88c5\u5f97\u8d8a\u591a&#xff0c;Agent \u53cd\u800c\u8d8a\u5bb9\u6613\u9009\u9519\u3001\u6f0f\u53ec\u3001\u91cd\u590d\u8e29\u5751\u2014\u2014\u300c\u8be5\u7528\u54ea\u4e2a\u300d\u672c\u8eab\u5c31\u662f\u4e00\u9879\u88ab\u5ffd\u7565\u7684\u5f00\u9500\u3002\u672c\u6587\u4ecb\u7ecd tool-router&#xff1a;\u4e00\u4e2a\u96f6\u4f9d\u8d56\u3001\u57fa\u4e8e BM25 \u7684\u786e\u5b9a\u6027\u6280\u80fd\u8def\u7531\u5de5\u5177&#xff0c;\u7528 3 \u6beb\u79d2\u66ff\u4ee3 LLM \u9010\u6761\u6743\u8861&#xff0c;\u5e2e\u4f60\u5728\u4e00\u77ac\u95f4\u7cbe\u51c6\u5524\u8d77\u8be5\u7528\u7684\u6280\u80fd\u3002\u6587\u7ae0\u4ece\u7528\u6237\u75db\u70b9\u3001\u9002\u7528\u573a\u666f\u3001\u4e09\u6b65\u8dd1\u901a\u7684\u4f7f\u7528\u8bf4\u660e\u3001\u5feb\u51c6\u7701\u53ef\u5ba1\u8ba1\u7684\u4f18\u70b9&#xff0c;\u5230\u5c40\u9650\u6027\u4e0e\u672a\u6765\u5c55\u671b&#xff0c;\u5b8c\u6574\u62c6\u89e3\u4e86\u300c\u9009\u5de5\u5177\u300d\u8fd9\u4ef6\u4e8b\u5982\u4f55\u4ece\u4eba\u5de5\u5224\u65ad\u53d8\u6210 Agent \u7684\u795e\u7ecf\u53cd\u5c04\u3002<\/p>\n<h2>\u88c5 100&#043; \u6280\u80fd&#xff0c;Agent \u8d8a\u7528\u8d8a\u9519<\/h2>\n<p>\u4f60\u4ee5\u4e3a\u6280\u80fd\u88c5\u5f97\u8d8a\u591a&#xff0c;Agent \u8d8a\u806a\u660e&#xff1f;\u771f\u5b9e\u60c5\u51b5\u6070\u6070\u76f8\u53cd&#xff1a;\u6280\u80fd\u4e00\u65e6\u8fc7 100 \u4e2a&#xff0c;\u300c\u8be5\u7528\u54ea\u4e2a\u300d\u8fd9\u4ef6\u4e8b\u672c\u8eab\u5c31\u5f00\u59cb\u62d6\u540e\u817f\u2014\u2014\u9009\u9519\u3001\u6f0f\u53ec\u3001\u91cd\u590d\u8e29\u5751&#xff0c;\u6548\u7387\u548c token \u4e00\u8d77\u6084\u6084\u6d41\u5931\u3002\u672c\u6587\u8bb2\u4e00\u4e2a\u88ab 99% Agent \u7528\u6237\u5ffd\u7565\u7684\u4e8b\u5b9e&#xff1a;\u300c\u9009\u5de5\u5177\u300d\u672c\u8eab\u5c31\u662f\u4e00\u9879\u5f00\u9500\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1230\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260912161711-6aa57b0736380.jpg\" width=\"820\" \/><\/p>\n<p>\u4e00\u56fe\u770b\u61c2 tool-router&#xff1a;\u75db\u70b9 \u2192 \u573a\u666f \u2192 \u8bf4\u660e \u2192 \u4f18\u70b9 \u2192 \u5c40\u9650\u4e0e\u5c55\u671b\u3002<\/p>\n<p>\u6280\u80fd\u5e93\u4e0d\u662f\u8d8a\u5927\u8d8a\u597d&#xff0c;\u800c\u662f\u300c\u8be5\u7528\u8c01\u65f6&#xff0c;\u80fd\u5728\u4e00\u77ac\u95f4\u7cbe\u51c6\u5524\u8d77\u8c01\u300d\u624d\u8d8a\u597d\u3002tool-router \u5e72\u7684\u5c31\u662f\u8fd9\u4ef6\u4e8b\u3002<\/p>\n<h3>\u4e00\u3001\u7528\u6237\u75db\u70b9&#xff1a;\u4f60\u4e0d\u662f\u7f3a\u6280\u80fd&#xff0c;\u662f\u7f3a\u300c\u9009\u62e9\u5668\u300d<\/h3>\n<p>\u6211\u4eec\u90fd\u7ecf\u5386\u8fc7\u8fd9\u4e2a\u5faa\u73af&#xff1a;\u5174\u81f4\u52c3\u52c3\u88c5\u4e86\u4e00\u5806 skill&#xff0c;\u524d\u4e24\u5468\u771f\u9999&#xff0c;\u7136\u540e\u2014\u2014<\/p>\n<ul>\n<li>\u6e05\u5355\u7126\u8651\u3002\u6280\u80fd\u8d8a\u591a&#xff0c;\u5f00\u573a\u8d8a\u61f5\u3002\u4efb\u52a1\u6765\u4e86&#xff0c;\u8111\u5b50\u91cc\u95ea\u8fc7\u4e09\u4e94\u4e2a\u53ef\u80fd\u76f8\u5173\u7684\u540d\u5b57&#xff0c;\u5374\u62ff\u4e0d\u51c6\u54ea\u4e2a\u771f\u6b63\u5bf9&#xff0c;\u6700\u540e\u51ed\u76f4\u89c9\u6311\u4e00\u4e2a&#xff0c;\u91cd\u590d\u8e29\u5751\u3002<\/li>\n<li>\u4e24\u96be&#xff1a;\u585e\u8fd8\u662f\u4e0d\u585e\u3002\u628a\u5019\u9009\u5168\u585e\u8fdb\u4e0a\u4e0b\u6587&#xff0c;token \u50cf\u6f0f\u6c34\u4e00\u6837\u6389&#xff1b;\u4e0d\u585e&#xff0c;\u8be5\u67e5\u8d44\u6599\u65f6\u5728\u778e\u731c\u3001\u8be5\u8c03\u8bd5\u65f6\u5728\u4e71\u6539\u3001\u67d0\u4e2a\u660e\u660e\u5b58\u5728\u7684\u6280\u80fd\u6839\u672c\u6ca1\u88ab\u60f3\u8d77\u2014\u2014\u8fd9\u662f\u9690\u5f62\u7684\u300c\u80fd\u529b\u76f2\u533a\u300d\u3002<\/li>\n<li>\u8bef\u8def\u7531\u65e0\u4eba\u53d1\u73b0\u3002\u9009\u9519\u4e86\u4e5f\u6ca1\u4eba\u62a5\u8b66&#xff0c;\u4e0b\u6b21\u8fd8\u9519\u3002\u6ca1\u6709\u53cd\u9988\u95ed\u73af&#xff0c;\u9519\u8bef\u88ab\u5b89\u9759\u5730\u7d2f\u79ef\u6210\u4e60\u60ef\u3002<\/li>\n<li>\u591a\u6280\u80fd\u4efb\u52a1\u8bc6\u522b\u4e0d\u4e86\u3002\u4e00\u4e2a\u4efb\u52a1\u5176\u5b9e\u8981 3 \u4e2a\u6280\u80fd\u534f\u4f5c&#xff0c;Agent \u5374\u53ea\u5524\u4e86\u4e00\u4e2a&#xff0c;\u7ed3\u679c\u534a\u6210\u54c1\u4ea4\u4ed8\u3002<\/li>\n<li>\u76f8\u4f3c\u6280\u80fd\u6253\u67b6\u3002artifacts-builder \u548c web-artifacts-builder \u4f60\u90fd\u88c5\u4e86&#xff0c;\u6bcf\u6b21\u968f\u673a\u649e\u4e00\u4e2a&#xff0c;\u8f93\u51fa\u8d28\u91cf\u770b\u8fd0\u6c14\u3002<\/li>\n<\/ul>\n<p>\u6838\u5fc3\u77db\u76fe&#xff1a;\u4f60\u6709\u300c\u5de5\u5177\u7bb1\u300d&#xff0c;\u5374\u6ca1\u6709\u300c\u795e\u7ecf\u7cfb\u7edf\u300d\u3002\u5de5\u5177\u7bb1\u7ba1\u300c\u6211\u6709\u4ec0\u4e48\u300d&#xff0c;\u795e\u7ecf\u7cfb\u7edf\u7ba1\u300c\u8fd9\u4e00\u79d2\u8be5\u52a8\u54ea\u5757\u808c\u8089\u300d\u3002\u5c11\u7684\u5c31\u662f\u540e\u8005\u3002<\/p>\n<h3>\u4e8c\u3001\u4f7f\u7528\u573a\u666f&#xff1a;\u54ea\u4e9b\u65f6\u523b\u8be5\u5148\u300c\u8def\u7531\u300d\u4e00\u4e0b<\/h3>\n<p>\u5b83\u4e0d\u662f\u4ec0\u4e48\u90fd\u80fd\u7ba1\u7684\u5f00\u5173&#xff0c;\u4f46\u5728\u8fd9\u51e0\u7c7b\u65f6\u523b\u51e0\u4e4e\u5fc5\u7528&#xff1a;<\/p>\n<ul>\n<li>\u4efb\u4f55\u975e\u5e73\u51e1\u4efb\u52a1\u5f00\u59cb\u524d\u2014\u2014\u5224\u636e\u662f&#xff1a;\u6d89\u53ca\u4e13\u4e1a\u9886\u57df\u3001\u9700\u8981 \u22652 \u6b65\u3001\u6216\u4f60\u81ea\u5df1\u90fd\u4e0d\u786e\u5b9a\u4ece\u54ea\u4e0b\u624b\u3002<\/li>\n<li>\u8de8\u9886\u57df\u4efb\u52a1\u2014\u2014\u300c\u5199\u4e00\u7ae0\u5973\u9891\u5c0f\u8bf4\u5e76\u53bb AI \u5473\u300d\u540c\u65f6\u649e\u4e0a\u5199\u4f5c\u3001\u53bb\u5473\u3001\u8d28\u68c0\u591a\u4e2a\u6280\u80fd&#xff0c;\u5148\u8def\u7531\u5206\u6e05\u4e3b\u6b21\u3002<\/li>\n<li>\u4e0a\u4e00\u8f6e\u660e\u663e\u9009\u9519\u5de5\u5177\u4e86\u2014\u2014\u8be5\u67e5\u8d44\u6599\u5728\u778e\u731c\u3001\u8be5\u8c03\u8bd5\u5728\u4e71\u6539&#xff0c;\u7acb\u523b\u91cd\u8def\u7531\u3002<\/li>\n<li>\u591a\u6b65\u9aa4\u4efb\u52a1\u2014\u2014\u628a\u5b50\u6b65\u9aa4\u5199\u8fdb\u4e00\u4e2a\u6587\u4ef6&#xff0c;&#8211;batch \u4e00\u6b21\u6027\u8def\u7531&#xff0c;\u62ff\u5230\u5b8c\u6574\u5019\u9009\u4eba\u540d\u5355\u3002<\/li>\n<li>\u6bcf\u5468\u5065\u5eb7\u5ea6\u76d8\u70b9\u2014\u2014\u7528 report.py \u770b\u8c01\u88ab\u8def\u7531\u6700\u591a\u3001\u8c01\u4ece\u6ca1\u88ab\u8def\u7531\u8fc7&#xff08;\u6b7b\u6280\u80fd\u5019\u9009&#xff09;\u3002<\/li>\n<li>\u8c03\u8bd5\u8bef\u8def\u7531\u2014\u2014\u52a0 &#8211;explain&#xff0c;\u770b\u6e05\u5b83\u5230\u5e95\u547d\u4e2d\u4e86\u54ea\u51e0\u4e2a\u8bcd&#xff0c;\u4e3a\u4ec0\u4e48\u5224\u9519\u3002<\/li>\n<\/ul>\n<p>\u4e00\u79d2\u81ea\u67e5&#xff1a;\u8be5 route \u8fd8\u662f\u8be5 orchestrate&#xff1f;<\/p>\n<table>\n<tbody>\n<tr>\u4f60\u9762\u5bf9\u7684\u60c5\u51b5\u8be5\u7528<\/tr>\n<tr>\n<td>\u8fd9\u4e00\u6b65\u8be5\u5524\u8d77\u54ea\u4e2a\u6280\u80fd&#xff1f;<\/td>\n<td>tool-router&#xff08;\u51fa\u5019\u9009\u4eba\u540d\u5355&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u8fd9\u51e0\u4e2a\u6280\u80fd\u8be5\u600e\u4e48\u4e32\u8d77\u6765&#xff1f;<\/td>\n<td>skill-orchestrator&#xff08;\u7f16\u6392 DAG &#043; \u590d\u76d8&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u4e0d\u786e\u5b9a\u67d0\u4e2a\u6280\u80fd\u8be5\u4e0d\u8be5\u7528<\/td>\n<td>\u5148 route \u786e\u8ba4&#xff0c;\u522b\u51ed\u611f\u89c9<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u4e2a\u4efb\u52a1\u540c\u65f6\u649e\u4e0a 5 \u4e2a\u6280\u80fd<\/td>\n<td>\u5148 route \u5217\u5168&#xff0c;\u518d\u4ea4 orchestrate<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u4e09\u3001\u4f7f\u7528\u8bf4\u660e&#xff1a;\u4e09\u6b65\u8dd1\u901a&#xff0c;\u96f6\u4f9d\u8d56<\/h3>\n<p>\u89e3\u538b\u5373\u88c5&#xff0c;\u4ec5\u4f9d\u8d56 Python \u6807\u51c6\u5e93&#xff0c;\u65e0\u9700 pip \u4efb\u4f55\u7b2c\u4e09\u65b9\u5305&#xff0c;\u8de8\u673a\u5668\u76f4\u63a5\u62f7\u8d70\u5c31\u80fd\u7528\u3002<\/p>\n<p># 1. \u88c5\u4e86\u89e3\u538b\u5230 skills \u76ee\u5f55\u540e&#xff0c;\u5148\u5efa\u7d22\u5f15&#xff08;\u7ea6 5 \u79d2&#xff0c;784 \u4e2a\u6280\u80fd&#xff09;<br \/>\npython scripts\/build_index.py<br \/>\n2. \u8def\u7531\u4e00\u53e5\u8bdd\u4efb\u52a1 \u2014\u2014 \u53ea\u8fd4\u56de 0-3 \u4e2a\u5019\u9009 &#043; \u4e00\u884c\u63cf\u8ff0<br \/>\npython scripts\/route.py &#034;\u5e2e\u6211\u770b\u770b C \u76d8\u4e3a\u4ec0\u4e48\u6ee1\u4e86&#xff0c;\u54ea\u4e9b\u80fd\u5220&#034;<br \/>\n3. \u770b\u5b83\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5224&#xff08;\u8bef\u8def\u7531\u8c03\u8bd5\u795e\u5668&#xff09;<br \/>\npython scripts\/route.py &#034;\u7b97\u4e00\u4e0b\u8fd9\u4e2a\u516b\u5b57&#xff0c;\u6392\u4e2a\u76d8&#034; &#8211;explain &#8211;top 5<br \/>\n\u6279\u91cf&#xff1a;\u628a\u591a\u6b65\u4efb\u52a1\u5199\u8fdb\u6587\u4ef6&#xff0c;\u4e00\u6b21\u6027\u8def\u7531<br \/>\npython scripts\/route.py &#8211;batch tasks.txt<br \/>\n\u7528\u5b8c\u56de\u586b&#xff1a;\u8bb0\u5f55\u4f60\u6700\u7ec8\u7528\u4e86\u8c01&#xff0c;\u5199\u8fdb\u65e5\u5fd7\u4f9b\u4ee5\u540e\u8c03\u53c2<br \/>\npython scripts\/route.py &#034;\u4efb\u52a1&#034; &#8211;chosen cdisk-health-scan<\/p>\n<p>\u5e38\u7528\u9009\u9879&#xff1a;&#8211;top N \u8fd4\u56de\u51e0\u6761&#xff08;\u9ed8\u8ba4 3&#xff09;&#xff5c;&#8211;threshold X \u4e34\u65f6\u6539\u9608\u503c&#xff5c;&#8211;deny A B \u672c\u8f6e\u7981\u7528\u67d0\u6280\u80fd&#xff5c;&#8211;json \u7ed3\u6784\u5316\u8f93\u51fa&#xff5c;&#8211;selftest \u8dd1 12 \u6761\u56de\u5f52\u7528\u4f8b\u3002<\/p>\n<p>\u4e00\u6b21\u5178\u578b\u8f93\u51fa\u957f\u8fd9\u6837\u2014\u2014\u6ce8\u610f\u5b83\u4e3b\u52a8\u6807\u6ce8\u4e86\u300c\u5206\u6570\u63a5\u8fd1&#xff0c;\u9700\u4eba\u5de5\u5224\u65ad\u300d&#xff1a;<\/p>\n<p>query: \u5e2e\u6211\u770b\u770b C \u76d8\u4e3a\u4ec0\u4e48\u6ee1\u4e86&#xff0c;\u54ea\u4e9b\u80fd\u5220<br \/>\n  [1]  23.91  cdisk-health-scan<br \/>\n       \u6309\u9700 C \u76d8\u8bca\u65ad\u52a9\u624b<br \/>\n  [2]   8.10  cloud-server-health-scan   &lt;- \u5206\u6570\u63a5\u8fd1&#xff0c;\u9700\u4eba\u5de5\u5224\u65ad<br \/>\n       Linux \u4e91\u670d\u52a1\u5668\u6309\u9700\u8bca\u65ad<br \/>\n  (\u5019\u9009 7 \u4e2a -&gt; \u8f93\u51fa 2 \u4e2a&#xff0c;\u7ea6 40 tokens)<\/p>\n<h3>\u56db\u3001\u4f18\u70b9\u5728\u54ea&#xff1a;\u5feb\u3001\u51c6\u3001\u7701\u3001\u53ef\u5ba1\u8ba1<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"803\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260912161711-6aa57b07c7edf.png\" width=\"621\" \/><\/p>\n<ul>\n<li>\u5feb\u5230\u65e0\u611f\u3002784 \u4e2a\u6280\u80fd\u4e0a\u5355\u6b21\u8def\u7531 3.3 ms&#xff0c;\u7528\u5012\u6392\u8868\u7d2f\u52a0&#xff0c;\u53ea\u89e6\u78b0\u542b\u67e5\u8be2\u8bcd\u7684\u6587\u6863&#xff0c;\u4e0a\u4e0b\u6587\u96f6\u8d1f\u62c5\u3002<\/li>\n<li>\u53cc\u5b57\u6bb5 &#043; \u53cc\u9608\u503c&#xff0c;\u4e13\u6cbb\u300c\u770b\u8d77\u6765\u76f8\u5173\u5176\u5b9e\u65e0\u5173\u300d\u3002\u7d22\u5f15\u62c6\u6210 core&#xff08;\u540d\u5b57&#043;\u63cf\u8ff0&#043;\u89e6\u53d1\u8bcd&#xff09;\u548c body&#xff08;\u6b63\u6587&#xff09;&#xff0c;body \u4e58 0.25 \u8870\u51cf&#xff1b;\u518d\u53e0\u52a0\u300c\u786c\u9608\u503c 2.0 &#043; \u76f8\u5bf9\u9608\u503c top1\u00d70.30\u300d\u3002\u67e5\u8be2\u300cC \u76d8\u6ee1\u4e86\u300d\u4ece\u8f93\u51fa 6 \u4e2a&#xff08;\u542b 5 \u4e2a\u566a\u58f0&#xff09;\u6536\u655b\u5230 1 \u4e2a\u3002<\/li>\n<li>\u586b\u8fc7 6 \u4e2a\u771f\u5b9e\u5751\u3002\u4e2d\u6587\u53e3\u8bed\u586b\u5145\u8bcd\u865a\u9ad8 IDF&#xff08;\u4e00\u4e0b \u628a\u771f\u4fe1\u53f7\u538b\u6b7b&#xff09;\u3001BOM\/CRLF \u5751\u6389 frontmatter \u89e3\u6790\u3001\u901a\u7528\u7591\u95ee\u8bcd\u767d\u9001 4.0 \u5206\u9738\u699c\u2026\u2026\u6bcf\u4e2a\u90fd\u6709\u73b0\u8c61\u3001\u6839\u56e0\u3001\u5bf9\u7b56&#xff0c;\u5199\u5728 SKILL.md \u91cc&#xff0c;\u4e0d\u662f\u7eb8\u9762\u65b9\u6848\u3002<\/li>\n<li>\u6e10\u8fdb\u5f0f\u62ab\u9732\u3002\u9636\u6bb5 1 \u53ea\u7ed9\u4e00\u884c\u63cf\u8ff0&#xff0c;\u786e\u5b9a\u540e\u624d\u8bfb\u5b8c\u6574 SKILL.md\u2014\u2014\u6c38\u8fdc\u4e0d\u4e00\u6b21\u6027\u628a\u591a\u4e2a\u6280\u80fd\u8bfb\u8fdb\u4e0a\u4e0b\u6587&#xff0c;\u8fd9\u6b63\u662f\u5b83\u8981\u6d88\u706d\u7684\u884c\u4e3a\u3002<\/li>\n<li>\u53cd\u9988\u95ed\u73af\u53ef\u5ba1\u8ba1\u3002\u6bcf\u6b21\u8def\u7531\u5199\u65e5\u5fd7&#xff0c;report.py \u5468\u62a5\u80fd\u53d1\u73b0\u300c\u4ece\u6ca1\u88ab\u8def\u7531\u8fc7\u7684\u6b7b\u6280\u80fd\u300d&#xff0c;\u8def\u7531\u8d28\u91cf\u6301\u7eed\u53ef\u4f18\u5316\u3002<\/li>\n<li>\u4e13\u4e1a\u62a4\u57ce\u6cb3\u3002\u9644 references\/tuning-knowledge.md\u2014\u2014\u628a\u5f20\u4fca\u6797\u300a\u8fd9\u5c31\u662f\u641c\u7d22\u5f15\u64ce\u300b\u4e0e Turnbull &amp; Berryman\u300aRelevant Search\u300b\u4e24\u672c\u4e66\u7684\u65b9\u6cd5\u8bba&#xff0c;\u9010\u6761\u6620\u5c04\u5230\u5b9e\u73b0\u51b3\u7b56\u4e0e\u53c2\u6570\u5171\u8bc6\u3002\u8fd9\u4e0d\u662f\u8c03\u53c2\u7384\u5b66&#xff0c;\u662f\u4fe1\u606f\u68c0\u7d22\u5de5\u7a0b\u3002<\/li>\n<li>MIT \u5f00\u6e90&#xff0c;\u53ef\u6539\u53ef\u5206\u53d1\u3002\u514d\u8d39\u3001\u53ef\u4e8c\u6b21\u521b\u4f5c&#xff0c;\u8f6c\u8f7d\u6ce8\u660e\u51fa\u5904\u5373\u53ef\u3002<\/li>\n<\/ul>\n<p>\u4e3a\u4ec0\u4e48\u4e0d\u7528 LLM \u81ea\u5df1\u9009&#xff1f;\u56e0\u4e3a\u300c\u8ba9\u6a21\u578b\u9010\u6761\u6743\u8861 785 \u4e2a\u6280\u80fd\u300d\u672c\u8eab\u5c31\u662f\u4e00\u6b21\u6602\u8d35\u7684\u63a8\u7406\u3002tool-router \u7528 3 ms \u7684\u786e\u5b9a\u6027\u6253\u5206\u66ff\u4ee3\u5b83&#xff0c;\u628a\u6a21\u578b\u7684\u5224\u65ad\u529b\u7559\u7ed9\u771f\u6b63\u9700\u8981\u63a8\u7406\u7684\u90e8\u5206\u3002<\/p>\n<h3>\u4e94\u3001\u5c40\u9650\u6027&#xff1a;\u5148\u8bf4\u6e05\u695a&#xff0c;\u518d\u8c08\u597d\u4e0d\u597d\u7528<\/h3>\n<ul>\n<li>\u672c\u673a\u7684 token \u6536\u76ca\u662f\u300c\u7701\u5224\u65ad\u5f00\u9500\u300d&#xff0c;\u4e0d\u662f\u300c\u7701\u7cfb\u7edf\u6e05\u5355\u300d\u3002WorkBuddy \u4f1a\u628a\u6280\u80fd\u5217\u8868\u6ce8\u5165\u7cfb\u7edf\u63d0\u793a&#xff0c;tool-router \u6539\u4e0d\u4e86\u8fd9\u70b9\u3002\u6240\u4ee5\u300c\u7701 94% token\u300d\u8fd9\u79cd\u8bdd\u4e0d\u9002\u7528\u4e8e\u672c\u673a\u2014\u2014\u5b83\u7684\u771f\u5b9e\u4ef7\u503c\u662f\u63d0\u9ad8\u9009\u5bf9\u7387 &#043; \u53d1\u73b0\u591a\u6280\u80fd\u4efb\u52a1 &#043; \u7528 3 ms \u66ff\u4ee3 LLM \u9010\u6761\u6743\u8861\u3002\u8bda\u5b9e\u6bd4\u6f02\u4eae\u6570\u5b57\u91cd\u8981\u3002<\/li>\n<li>BM25 \u4e0d\u61c2\u8bed\u4e49\u3002\u300c\u6e05\u7406\u78c1\u76d8\u300d\u80fd\u5339\u914d\u300cC \u76d8\u6ee1\u4e86\u300d\u662f\u56e0\u4e3a\u5171\u4eab\u5b57\u9762\u8bcd&#xff1b;\u7eaf\u8fd1\u4e49\u6539\u5199\u4f1a\u6f0f\u3002\u8981\u8865\u8bed\u4e49\u9700\u4e0a embedding&#xff0c;\u5c5e Roadmap&#xff0c;\u4e0d\u662f\u5f53\u524d\u80fd\u529b\u3002<\/li>\n<li>\u88c5\u4e86\u65b0\u6280\u80fd\u8981\u91cd\u5efa\u7d22\u5f15\u3002\u5426\u5219\u65b0\u6280\u80fd\u6c38\u8fdc\u8def\u7531\u4e0d\u5230\u2014\u2014\u4e00\u884c\u547d\u4ee4\u7684\u4e8b&#xff0c;\u4f46\u5bb9\u6613\u5fd8\u3002<\/li>\n<li>\u6d88\u6b67\u8868\u662f\u4eba\u5de5\u8d44\u4ea7\u3002\u76f8\u4f3c\u5ea6\u662f\u673a\u5668\u7b97\u7684&#xff08;\u53ef\u4fe1&#xff09;&#xff0c;\u4f46\u300c\u8be5\u9009\u54ea\u4e2a\u300d\u7684\u5224\u636e\u662f\u5f52\u7eb3\u5efa\u8bae&#xff0c;\u9047\u5230\u53cd\u4f8b\u76f4\u63a5\u6539\u8868&#xff0c;\u522b\u53cd\u8fc7\u6765\u6000\u7591\u6570\u636e\u3002<\/li>\n<\/ul>\n<h3>\u516d\u3001\u672a\u6765\u5c55\u671b&#xff1a;\u8ba9\u300c\u9009\u5de5\u5177\u300d\u6210\u4e3a Agent \u7684\u53cd\u5c04<\/h3>\n<ul>\n<li>Phase 4 \u6df7\u5408\u68c0\u7d22\u3002\u5728 BM25 \u5b57\u9762\u5339\u914d\u4e4b\u4e0a\u53e0\u52a0 embedding 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\u90fd\u8be5\u5728\u52a8\u624b\u524d\u5148\u8def\u7531\u4e00\u6b21\u3002<\/li>\n<li>\u4ece\u300c\u5668\u5b98\u8c03\u5ea6\u5b98\u300d\u5230\u300c\u795e\u7ecf\u53cd\u5c04\u300d\u3002\u5de5\u5177\u7bb1\u56de\u7b54\u300c\u6211\u6709\u4ec0\u4e48\u300d&#xff0c;\u795e\u7ecf\u7cfb\u7edf\u56de\u7b54\u300c\u8fd9\u4e00\u79d2\u8be5\u52a8\u54ea\u5757\u808c\u8089\u300d&#xff1b;tool-router \u60f3\u505a\u7684&#xff0c;\u5c31\u662f Agent \u7684\u90a3\u6839\u795e\u7ecf\u3002<\/li>\n<\/ul>\n<p>\u88c5 785 \u4e2a\u6280\u80fd\u4e0d\u7a00\u5947&#xff0c;\u7a00\u5947\u7684\u662f\u6bcf\u6b21\u90fd\u80fd\u7528\u5bf9\u90a3\u4e00\u4e2a\u3002<br \/>\n\u628a\u300c\u9009\u5de5\u5177\u300d\u4ea4\u7ed9 3 \u6beb\u79d2&#xff0c;\u628a\u5224\u65ad\u529b\u7559\u7ed9\u771f\u6b63\u96be\u7684\u4e8b\u3002<\/p>\n<p>\u5982\u679c\u8fd9\u7bc7\u5199\u4e2d\u4e86\u4f60\u7684\u5904\u5883&#xff0c;\u4e5f\u6b22\u8fce\u5728 SkillHub \u641c qizai-tool-router \u514d\u8d39\u8bd5\u7528\u2014\u2014\u88c5\u5b8c\u8dd1\u4e00\u6b21 build_index.py&#xff0c;\u4f60\u4e5f\u80fd\u62e5\u6709\u81ea\u5df1\u7684\u300c\u6280\u80fd\u795e\u7ecf\u7cfb\u7edf\u300d\u3002\u89c9\u5f97\u6709\u7528\u5c31\u6536\u85cf\u8d77\u6765&#xff0c;\u4e0b\u6b21\u88c5\u65b0\u6280\u80fd\u524d\u7ffb\u51fa\u6765\u5bf9\u7167\u3002<\/p>\n<p>\u2014 \u4e03\u4ed4\u7684AI\u5de5\u5177\u7bb1 \u51fa\u54c1 \u00b7 SkillHub \u641c\u7d22 qizai-tool-router \u00b7 \u514d\u8d39 MIT \u5f00\u6e90<br \/>\n\u8f6c\u8f7d\u8bf7\u6ce8\u660e\u51fa\u5904\u3002\u672c\u6587\u6570\u636e\u5747\u6765\u81ea\u4f5c\u8005\u73af\u5883\u5b9e\u6d4b&#xff08;785 \u4e2a\u6280\u80fd&#xff09;&#xff0c;\u4f60\u88c5\u5b8c\u7528\u81ea\u5df1\u7684\u6280\u80fd\u5e93\u8dd1 build_index.py \u5373\u53ef\u91cd\u5efa\u4e13\u5c5e\u57fa\u51c6\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1262\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260912161711-6aa57b07e45e3.png\" width=\"1609\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981&#xff1a;\u6280\u80fd\u88c5\u5f97\u8d8a\u591a&#xff0c;Agent \u53cd\u800c\u8d8a\u5bb9\u6613\u9009\u9519\u3001\u6f0f\u53ec\u3001\u91cd\u590d\u8e29\u5751\u2014\u2014\u300c\u8be5\u7528\u54ea\u4e2a\u300d\u672c\u8eab\u5c31\u662f\u4e00\u9879\u88ab\u5ffd\u7565\u7684\u5f00\u9500\u3002\u672c\u6587\u4ecb\u7ecd tool-router&#xff1a;\u4e00\u4e2a\u96f6\u4f9d\u8d56\u3001\u57fa\u4e8e BM25 \u7684\u786e\u5b9a\u6027\u6280\u80fd\u8def\u7531\u5de5\u5177&#xff0c;\u7528 3 \u6beb\u79d2\u66ff\u4ee3 LLM \u9010\u6761\u6743\u8861&#xff0c;\u5e2e\u4f60\u5728\u4e00\u77ac\u95f4\u7cbe\u51c6\u5524\u8d77\u8be5\u7528\u7684\u6280\u80fd\u3002\u6587\u7ae0\u4ece\u7528\u6237\u75db\u70b9\u3001\u9002\u7528\u573a\u666f\u3001\u4e09\u6b65\u8dd1\u901a\u7684\u4f7f\u7528\u8bf4\u660e\u3001\u5feb\u51c6\u7701\u53ef\u5ba1\u8ba1\u7684\u4f18\u70b9&#xff0c;\u5230\u5c40\u9650\u6027\u4e0e\u672a\u6765\u5c55\u671b&#xff0c;\u5b8c\u6574\u62c6\u89e3\u4e86\u300c\u9009\u5de5\u5177\u300d\u8fd9\u4ef6\u4e8b\u5982\u4f55\u4ece\u4eba\u5de5\u5224\u65ad<\/p>\n","protected":false},"author":2,"featured_media":104670,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11903,50],"topic":[],"class_list":["post-104673","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-skill","tag-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - 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