{"id":116939,"date":"2026-10-22T10:05:50","date_gmt":"2026-10-22T02:05:50","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/116939.html"},"modified":"2026-10-22T10:05:50","modified_gmt":"2026-10-22T02:05:50","slug":"%e4%bc%81%e4%b8%9a%e8%87%aa%e5%bb%ba-ai-%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%8c%e6%88%90%e6%9c%ac%e5%b7%ae-8-%e5%80%8d%e8%bf%98%e6%98%af-46-%e5%80%8d%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/116939.html","title":{"rendered":"\u4f01\u4e1a\u81ea\u5efa AI \u667a\u80fd\u4f53\uff0c\u6210\u672c\u5dee 8 \u500d\u8fd8\u662f 46 \u500d\uff1f"},"content":{"rendered":"<p>        \/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/<br \/>\n        #content_views .toc,<br \/>\n        \/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/<br \/>\n        #content_views.markdown_views &gt; p:empty:has(+ .toc),<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty,<br \/>\n        \/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/<br \/>\n        #content_views.htmledit_views #main-toc,<br \/>\n        #content_views.htmledit_views #hr-toc,<br \/>\n        #content_views.htmledit_views p[id*=\\&#8221;-toc\\&#8221;] {<br \/>\n          display: none !important;<br \/>\n        }<br \/>\n        \/* \u76ee\u5f55\u53bb\u6389\u540e\uff0c\u7d27\u8ddf\u7684\u9996\u4e2a\u6807\u9898\u4e0d\u518d\u591a\u51fa\u4e00\u5757\u4e0a\u8fb9\u8ddd *\/<br \/>\n        #content_views.markdown_views &gt; .toc + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + h4,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h4 {<br \/>\n          margin-top: 0 !important;<br \/>\n        }<\/p>\n<h3>&#x1f4cb; \u76ee\u5f55<\/h3>\n<ul>\n<li>&#x1f4ca; \u5148\u628a\u57fa\u672c\u76d8\u6838\u5bf9\u6e05\u695a<\/li>\n<li>\u26a0\ufe0f \u4e00\u4e2a\u6570\u5b57&#xff0c;\u4e94\u4e2a\u7248\u672c<\/li>\n<li>&#x1f3d7;\ufe0f \u6280\u672f\u5728\u505a\u4ec0\u4e48&#xff1a;\u4ece\u6587\u6863\u5757\u5230\u51b3\u7b56\u56fe<\/li>\n<li>&#x1f510; \u771f\u6b63\u503c\u5f97\u770b\u7684\u8bbe\u8ba1&#xff1a;\u6743\u9650\u8ddf\u7740\u6570\u636e\u8d70<\/li>\n<li>&#x1f4c8; \u843d\u5730\u60c5\u51b5&#xff1a;\u4e09\u4e2a\u5ba2\u6237&#xff0c;\u4e00\u4e2a\u53ef\u67e5\u7684\u4e13\u5229<\/li>\n<li>\u2696\ufe0f \u4e00\u6761\u88ab\u5ffd\u7565\u7684\u5224\u65ad&#xff1a;\u8fd9\u4e2a\u9700\u6c42\u4f1a\u4e0d\u4f1a\u88ab\u5e73\u53f0\u5403\u6389<\/li>\n<li>&#x1f4cc; \u6700\u540e<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f4ca; \u5148\u628a\u57fa\u672c\u76d8\u6838\u5bf9\u6e05\u695a<\/h3>\n<p>10 \u6708 14 \u65e5&#xff0c;\u4e00\u5bb6\u4ee5\u8272\u5217\u516c\u53f8 Uvi \u5ba3\u5e03\u5b8c\u6210 750 \u4e07\u7f8e\u5143\u79cd\u5b50\u8f6e\u3002CT Innovations \u9886\u6295&#xff0c;Cardumen\u3001Mana VC\u300191 Ventures \u53c2\u6295\u3002<\/p>\n<p>\u516c\u53f8\u6b63\u5f0f\u540d\u662f Naboo Research Ltd.&#xff0c;2023 \u5e74\u5728\u7279\u62c9\u7ef4\u592b\u6210\u7acb&#xff0c;\u521b\u59cb\u4eba\u662f CEO Gilad Salinger \u548c CTO Dror Wolmer\u3002<\/p>\n<p>\u5df2\u516c\u5f00\u7684\u751f\u4ea7\u5ba2\u6237\u6709\u4e09\u4e2a&#xff1a;Lemonade&#xff08;\u4fdd\u9669&#xff09;\u3001monday.com&#xff08;\u534f\u4f5c\u8f6f\u4ef6&#xff09;\u3001Melio&#xff08;\u652f\u4ed8&#xff0c;\u540e\u88ab Xero \u4ee5 25 \u4ebf\u7f8e\u5143\u6536\u8d2d&#xff09;\u3002<\/p>\n<p>Uvi \u4e3b\u5f20\u7684\u95ee\u9898\u4e00\u53e5\u8bdd\u5c31\u80fd\u8bf4\u6e05&#xff1a;<\/p>\n<p>\u6bcf\u5f53\u516c\u53f8\u90e8\u7f72\u4e00\u4e2a\u65b0\u7684 AI \u667a\u80fd\u4f53&#xff0c;\u5b83\u5bf9\u90e8\u7f72\u5b83\u7684\u516c\u53f8\u4e00\u65e0\u6240\u77e5\u3002\u8fd9\u4e9b\u667a\u80fd\u4f53\u5fc5\u987b\u4ece\u96f6\u5f00\u59cb\u5b66\u4e60\u516c\u53f8\u7684\u4e00\u5207\u4e1a\u52a1\u6d41\u7a0b\u548c\u8fd0\u8425\u65b9\u5f0f&#xff0c;\u800c\u8fd9\u4e2a\u8fc7\u7a0b\u88ab\u4e00\u904d\u904d\u91cd\u590d&#xff0c;\u6301\u7eed\u6d88\u8017\u7b97\u529b\u8d44\u6e90\u3002<\/p>\n<p>CEO Salinger \u628a\u8fd9\u4e2a\u95ee\u9898\u7684\u6027\u8d28\u8bf4\u5f97\u5f88\u76f4\u63a5&#xff1a;<\/p>\n<p>\u539f\u56e0\u662f\u7ed3\u6784\u6027\u7684&#xff0c;\u4e0d\u662f\u667a\u80fd\u95ee\u9898\u3002 \u5927\u516c\u53f8\u8fd0\u884c\u7740\u51e0\u5341\u79cd\u6570\u636e\u5f62\u6001\u5b8c\u5168\u4e0d\u540c\u7684\u5de5\u5177&#xff0c;\u800c\u540c\u65f6\u4ece Snowflake \u548c GitHub \u91cc\u5404\u62c9\u4e00\u4efd\u6570\u636e\u3001\u5e76\u5bf9\u4e24\u8005\u8fdb\u884c\u63a8\u7406\u7684\u80fd\u529b&#xff0c;\u5bf9\u5b83\u4eec\u6765\u8bf4\u5e76\u4e0d\u5b58\u5728\u3002\u6240\u4ee5\u5373\u4f7f\u4e00\u4e2a\u667a\u80fd\u4f53\u5df2\u7ecf\u5b8c\u6210\u8fc7\u4e00\u6b21\u4efb\u52a1&#xff0c;\u4e0b\u6b21\u5b83\u8fd8\u662f\u4f1a\u5931\u8d25\u2014\u2014\u56e0\u4e3a\u5b83\u4ece\u6765\u6ca1\u6709\u4fdd\u7559\u4f4f\u8fd9\u9879\u5de5\u4f5c\u662f\u600e\u4e48\u505a\u7684\u3002<\/p>\n<p>\u6700\u540e\u534a\u53e5\u662f\u6574\u7bc7\u6587\u7ae0\u7684\u6838\u5fc3&#xff1a;\u300c\u5b83\u4ece\u6765\u6ca1\u6709\u4fdd\u7559\u4f4f\u8fd9\u9879\u5de5\u4f5c\u662f\u600e\u4e48\u505a\u7684\u300d\u3002\u8fd9\u4e0d\u662f\u6a21\u578b\u95ee\u9898&#xff0c;\u662f\u8bb0\u5fc6\u95ee\u9898\u3002<\/p>\n<h3>\u26a0\ufe0f \u4e00\u4e2a\u6570\u5b57&#xff0c;\u4e94\u4e2a\u7248\u672c<\/h3>\n<p>\u8fd9\u662f\u6211\u6838\u5b9e\u8fd9\u5bb6\u516c\u53f8\u65f6\u53d1\u73b0\u7684\u6700\u503c\u5f97\u5199\u7684\u95ee\u9898\u3002<\/p>\n<p>\u540c\u4e00\u4e2a\u300c\u8d35\u4e86\u591a\u5c11\u500d\u300d&#xff0c;\u5728\u4e94\u4efd\u62a5\u9053\u91cc\u6709\u4e94\u4e2a\u8bf4\u6cd5&#xff1a;<\/p>\n<table>\n<tr>\u8bf4\u6cd5\u51fa\u5904\u4e0e\u53e3\u5f84\u500d\u6570<\/tr>\n<tbody>\n<tr>\n<td>\u5185\u90e8\u81ea\u5efa\u6bd4\u5e94\u6709\u6210\u672c\u9ad8\u7ea6 8 \u500d<\/td>\n<td>SiliconANGLE&#xff0c;\u5b98\u65b9\u57fa\u51c6\u539f\u8bdd<\/td>\n<td>8\u00d7<\/td>\n<\/tr>\n<tr>\n<td>\u540c\u4e00\u6279\u95ee\u9898&#xff0c;DIY \u667a\u80fd\u4f53\u6bcf\u6b63\u786e\u7b54\u6848\u8d35\u7ea6 5 \u500d<\/td>\n<td>chipdispatch&#xff0c;\u5b98\u65b9\u57fa\u51c6\u63cf\u8ff0<\/td>\n<td>5\u00d7<\/td>\n<\/tr>\n<tr>\n<td>\u5f00\u653e\u5f0f\u95ee\u9898\u4e0a\u6700\u9ad8\u4fbf\u5b9c 46 \u500d<\/td>\n<td>\u591a\u4efd\u62a5\u9053&#xff0c;\u5b98\u65b9\u57fa\u51c6<\/td>\n<td>46\u00d7<\/td>\n<\/tr>\n<tr>\n<td>\u6807\u9898\u5199\u300crun at eight times lower cost\u300d<\/td>\n<td>worldprogramming.org<\/td>\n<td>8\u00d7<\/td>\n<\/tr>\n<tr>\n<td>\u300c\u8ba9 Agent \u5b66\u4e60\u4e1a\u52a1\u4e0a\u4e0b\u6587&#xff0c;\u6210\u672c\u964d\u4f4e\u516b\u500d\u300d<\/td>\n<td>agent5.news \u4e2d\u6587\u7f16\u8bd1<\/td>\n<td>8\u00d7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u66f4\u4e71\u7684\u662f\u5355\u6b21\u56de\u7b54\u6210\u672c&#xff1a;<\/p>\n<table>\n<tr>\u7248\u672c\u51fa\u5904<\/tr>\n<tbody>\n<tr>\n<td>0.75 ~ 1.41 \u7f8e\u5143&#xff0c;\u6709\u65f6\u8d85\u8fc7 2 \u7f8e\u5143<\/td>\n<td>SiliconANGLE&#xff08;Salinger \u539f\u8bdd&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>75 \u7f8e\u5206 ~ 2.41 \u7f8e\u5143<\/td>\n<td>agent5.news \u4e2d\u6587\u7f16\u8bd1<\/td>\n<\/tr>\n<tr>\n<td>0.75 ~ 1.41 \u7f8e\u5143&#xff0c;\u6709\u65f6\u8d85\u8fc7 2.00 \u7f8e\u5143<\/td>\n<td>chipdispatch<\/td>\n<\/tr>\n<tr>\n<td>\u7ecf Uvi \u540e\u4e3a 10~16 \u7f8e\u5206<\/td>\n<td>\u591a\u4efd\u62a5\u9053\u4e00\u81f4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6ce8\u610f agent5.news \u90a3\u4e2a 2.41 \u7f8e\u5143\u7684\u4e0a\u9650\u3002 \u5176\u4ed6\u4e09\u5bb6\u90fd\u5199\u300c\u8d85\u8fc7 2 \u7f8e\u5143\u300d&#xff0c;\u53ea\u6709\u5b83\u5199 2.41\u3002\u8fd9\u66f4\u50cf\u7ffb\u8bd1\u65f6\u628a\u8303\u56f4\u5199\u6210\u4e86\u5177\u4f53\u503c&#xff0c;\u4f46\u4e5f\u53ef\u80fd\u662f\u539f\u59cb\u6570\u636e\u3002\u6211\u6ca1\u6709\u67e5\u5230 Uvi \u5b98\u65b9\u53d1\u5e03\u7684\u57fa\u51c6\u62a5\u544a\u539f\u6587&#xff0c;\u56e0\u6b64\u65e0\u6cd5\u5224\u5b9a\u54ea\u4e2a\u662f\u51c6\u786e\u53e3\u5f84\u3002<\/p>\n<p>\u90a3\u4e3a\u4ec0\u4e48\u4f1a\u6709 5 \u500d\u548c 46 \u500d\u8fd9\u4e48\u5927\u7684\u5dee\u8ddd&#xff1f;chipdispatch \u90a3\u7bc7\u4ea4\u4ee3\u4e86\u8ba1\u7b97\u65b9\u5f0f&#xff0c;\u8fd9\u662f\u76ee\u524d\u6700\u8be6\u7ec6\u7684\u89e3\u91ca&#xff1a;<\/p>\n<p>Uvi \u7528\u540c\u4e00\u6279\u95ee\u9898\u8dd1\u4e86\u4e24\u904d\u2014\u2014\u4e00\u904d\u8d70\u5b83\u7684\u4e0a\u4e0b\u6587\u5c42&#xff0c;\u4e00\u904d\u8d70 DIY \u667a\u80fd\u4f53&#xff0c;\u6d4b\u7684\u662f\u6bcf\u6b21\u6b63\u786e\u7b54\u6848\u7684\u6210\u672c&#xff1a;\u603b\u6a21\u578b\u82b1\u8d39\u9664\u4ee5\u7b54\u5bf9\u7684\u95ee\u9898\u6570&#xff0c;\u4e0d\u662f\u7b54\u4e86\u7684\u3002DIY \u667a\u80fd\u4f53\u6bcf\u4e2a\u6b63\u786e\u7b54\u6848\u5927\u7ea6\u8d35 5 \u500d&#xff0c;\u56e0\u4e3a\u5728\u641c\u7d22\u4e00\u4e2a\u7ed3\u6784\u5316\u5730\u56fe\u672c\u53ef\u4ee5\u76f4\u63a5\u63d0\u4f9b\u7684\u4e0a\u4e0b\u6587\u65f6\u70e7\u6389\u4e86 token\u3002\u5dee\u8ddd\u5728\u5f00\u653e\u5f0f\u95ee\u9898\u4e0a\u4f1a\u62c9\u5927&#xff0c;\u56e0\u4e3a Agent \u4f1a\u5728\u641c\u7d22\u5faa\u73af\u91cc\u5361\u4f4f\u2014\u2014\u90a3\u91cc Uvi \u58f0\u79f0\u6700\u9ad8\u4fbf\u5b9c 46 \u500d\u3002<\/p>\n<p>\u8fd9\u6bb5\u89e3\u91ca\u6e05\u695a\u4e86\u4e09\u4e2a\u5173\u952e\u70b9&#xff0c;\u8fd9\u4e09\u70b9\u6bd4\u500d\u6570\u672c\u8eab\u66f4\u91cd\u8981&#xff1a;<\/p>\n<table>\n<tr>\u8981\u70b9\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u5206\u6bcd\u662f\u300c\u7b54\u5bf9\u300d\u4e0d\u662f\u300c\u7b54\u4e86\u300d<\/td>\n<td>\u8fd9\u4e2a\u57fa\u51c6\u6d4b\u7684\u662f\u6709\u6548\u4ea7\u51fa&#xff0c;\u4e0d\u662f\u8c03\u7528\u91cf\u3002\u53e3\u5f84\u6bd4\u591a\u6570\u5382\u5546\u4e25\u683c<\/td>\n<\/tr>\n<tr>\n<td>5 \u500d\u662f\u5e73\u5747\u503c<\/td>\n<td>\u540c\u4e00\u6279\u95ee\u9898\u4e0a\u6574\u4f53\u7684\u5e73\u5747\u5dee\u8ddd<\/td>\n<\/tr>\n<tr>\n<td>46 \u500d\u662f\u5f00\u653e\u5f0f\u95ee\u9898\u7684\u6781\u503c<\/td>\n<td>\u641c\u7d22\u5faa\u73af\u5361\u4f4f\u65f6\u7684\u6700\u574f\u60c5\u51b5&#xff0c;\u4e0d\u662f\u5178\u578b\u60c5\u51b5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6240\u4ee5 46 \u500d\u662f\u4e00\u4e2a\u6700\u597d\u60c5\u51b5\u4e0b\u7684\u6781\u503c&#xff0c;\u4e0d\u662f\u53ef\u7528\u6765\u505a\u9884\u7b97\u7684\u6570\u5b57\u3002 \u5982\u679c\u4e00\u5bb6\u4f01\u4e1a\u6309 46 \u500d\u505a\u8d22\u52a1\u89c4\u5212&#xff0c;\u800c\u5b9e\u9645\u4e1a\u52a1\u5927\u90e8\u5206\u662f\u7ed3\u6784\u5316\u67e5\u8be2&#xff0c;\u5b9e\u9645\u5dee\u8ddd\u53ef\u80fd\u53ea\u6709 5~6 \u500d\u3002<\/p>\n<p>\u636e Uvi \u7684\u8bf4\u6cd5&#xff0c;DIY \u667a\u80fd\u4f53\u8dd1\u4e00\u6b21\u56de\u7b54\u8981 0.75~1.41 \u7f8e\u5143&#xff0c;\u6709\u65f6\u8d85\u8fc7 2 \u7f8e\u5143&#xff1b;\u7ecf Uvi \u5c42\u4e4b\u540e\u5e73\u5747 10~16 \u7f8e\u5206\u3002<\/p>\n<p>\u5bf9\u7167\u4e00\u4e0b&#xff1a;0.75 \u00f7 0.10 &#061; 7.5 \u500d&#xff0c;1.41 \u00f7 0.16 \u2248 8.8 \u500d\u30028 \u500d\u8fd9\u4e2a\u6570\u5b57\u548c\u8fd9\u4e2a\u533a\u95f4\u5bf9\u5f97\u4e0a\u3002 \u8fd9\u662f\u300c8 \u500d\u300d\u6700\u53ef\u4fe1\u7684\u539f\u56e0\u2014\u2014\u5b83\u662f\u6210\u672c\u533a\u95f4\u4e2d\u4f4d\u6570\u7684\u76f4\u63a5\u9664\u6cd5\u7ed3\u679c\u3002<\/p>\n<p>\u800c 5 \u500d\u548c 46 \u500d\u90fd\u51fa\u81ea\u300c\u6bcf\u6b21\u6b63\u786e\u7b54\u6848\u6210\u672c\u300d\u8fd9\u4e2a\u4e0d\u540c\u7684\u5206\u6bcd\u3002\u4e94\u4e2a\u6570\u5b57\u4e0d\u662f\u77db\u76fe&#xff0c;\u662f\u4e94\u5957\u53e3\u5f84\u3002<\/p>\n<h3>&#x1f3d7;\ufe0f \u6280\u672f\u5728\u505a\u4ec0\u4e48&#xff1a;\u4ece\u6587\u6863\u5757\u5230\u51b3\u7b56\u56fe<\/h3>\n<p>Uvi \u5bf9 RAG \u7684\u6279\u8bc4\u662f\u8fd9\u4e2a\u6280\u672f\u8def\u7ebf\u7684\u7acb\u8bba\u57fa\u7840&#xff0c;\u503c\u5f97\u5b8c\u6574\u5f15\u7528&#xff1a;<\/p>\n<p>RAG&#xff08;\u68c0\u7d22\u589e\u5f3a\u751f\u6210&#xff09;\u662f\u8ba9\u5927\u6a21\u578b\u57fa\u4e8e\u4f01\u4e1a\u6570\u636e\u7684\u4e3b\u6d41\u6280\u672f&#xff0c;\u5b83\u5bf9\u9759\u6001\u77e5\u8bc6\u5e93\u6548\u679c\u826f\u597d&#xff0c;\u4f46\u5728\u6d3b\u7740\u7684\u7814\u53d1\u73af\u5883\u4e2d\u4f1a\u5931\u6548\u3002\u5f00\u53d1\u8005\u7684 AI \u52a9\u624b\u4e0d\u9700\u8981\u300c10 \u4e2a\u6700\u76f8\u4f3c\u7684\u6587\u6863\u5757\u300d&#xff0c;\u5b83\u9700\u8981\u77e5\u9053\u6d89\u53ca\u54ea\u4e9b\u4ee3\u7801\u3001\u8c01\u8d1f\u8d23\u3001\u505a\u8fc7\u4ec0\u4e48\u51b3\u7b56\u3001\u6700\u8fd1\u6539\u4e86\u4ec0\u4e48&#xff0c;\u4ee5\u53ca\u8fd9\u4e2a\u5f00\u53d1\u8005\u88ab\u5141\u8bb8\u770b\u4ec0\u4e48\u3002<\/p>\n<p>\u8fd9\u6bb5\u8bdd\u6307\u51fa\u4e86 RAG \u5728\u4f01\u4e1a\u573a\u666f\u4e0b\u7684\u4e00\u4e2a\u7ed3\u6784\u6027\u9519\u914d&#xff1a;RAG \u662f\u6309\u300c\u76f8\u4f3c\u5ea6\u300d\u68c0\u7d22\u7684&#xff0c;\u800c\u4f01\u4e1a\u91cc\u7684\u5f88\u591a\u5173\u952e\u95ee\u9898\u4e0d\u662f\u300c\u627e\u76f8\u4f3c\u7684\u6587\u6863\u300d&#xff0c;\u662f\u300c\u627e\u8fd9\u4ef6\u4e8b\u7684\u6765\u9f99\u53bb\u8109\u300d\u3002<\/p>\n<p>Uvi \u7684\u6838\u5fc3\u62bd\u8c61\u53eb Decision Graph&#xff08;\u51b3\u7b56\u56fe&#xff09;&#xff1a;<\/p>\n<p>\u51b3\u7b56\u88ab\u5efa\u6a21\u4e3a\u4e00\u7b49\u516c\u6c11\u8282\u70b9&#xff0c;\u643a\u5e26\u8d1f\u8d23\u4eba\u3001\u89e6\u53d1\u6761\u4ef6\u3001\u963b\u585e\u9879\u3001\u4f9d\u8d56\u5173\u7cfb\u548c\u652f\u6491\u8bc1\u636e\u3002<\/p>\n<p>\u5bf9\u6bd4\u4e00\u4e0b\u5c31\u660e\u767d\u5dee\u522b\u4e86&#xff1a;<\/p>\n<table>\n<tr>\u7ef4\u5ea6RAGDecision Graph<\/tr>\n<tbody>\n<tr>\n<td>\u8fd4\u56de\u4ec0\u4e48<\/td>\n<td>10 \u4e2a\u6700\u76f8\u4f3c\u7684\u6587\u6863\u5757<\/td>\n<td>\u4e00\u6761\u76f8\u5173\u51b3\u7b56\u7684\u7ed3\u6784\u5316\u94fe\u6761<\/td>\n<\/tr>\n<tr>\n<td>\u7ec4\u7ec7\u5355\u4f4d<\/td>\n<td>\u6587\u6863 \/ \u5207\u7247<\/td>\n<td>\u51b3\u7b56<\/td>\n<\/tr>\n<tr>\n<td>\u643a\u5e26\u7684\u4fe1\u606f<\/td>\n<td>\u6587\u672c\u5185\u5bb9<\/td>\n<td>\u8d1f\u8d23\u4eba\u3001\u89e6\u53d1\u6761\u4ef6\u3001\u963b\u585e\u9879\u3001\u4f9d\u8d56\u3001\u8bc1\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u8de8\u7cfb\u7edf<\/td>\n<td>\u57fa\u672c\u505a\u4e0d\u5230<\/td>\n<td>\u5b9e\u65f6 join &#043; ETL<\/td>\n<\/tr>\n<tr>\n<td>\u8ffd\u6eaf\u6027<\/td>\n<td>\u80fd\u8ffd\u5230\u6e90\u6587\u6863<\/td>\n<td>\u6bcf\u4e2a\u7b54\u6848\u90fd\u80fd\u8ffd\u5230\u5177\u4f53\u51b3\u7b56\u53ca\u5176\u8bc1\u636e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6570\u636e\u6e90\u8986\u76d6 Slack\u3001\u4ee3\u7801\u5e93\u3001\u7f16\u7801\u4f1a\u8bdd\u3001\u4f1a\u8bae\u8bb0\u5f55\u3001Jira\u3001Confluence \u7b49\u3002Agent \u901a\u8fc7 GraphQL \u6216 MCP \u67e5\u8be2\u3002<\/p>\n<p>\u6709\u4e00\u4e2a\u7ec6\u8282\u6211\u8ba4\u4e3a\u662f\u8fd9\u5957\u8bbe\u8ba1\u91cc\u6700\u89c1\u529f\u529b\u7684\u5730\u65b9&#xff1a;<\/p>\n<p>\u5b83\u8fd8\u5206\u6790\u5386\u53f2\u4e0a\u4e0b\u6587&#xff0c;\u6bd4\u5982\u5728 Slack \u91cc\u505a\u51fa\u7684\u67d0\u4e2a\u51b3\u7b56&#xff0c;\u540e\u6765\u5728\u67d0\u4e2a\u6587\u6863\u7684\u8bc4\u8bba\u91cc\u88ab\u63a8\u7ffb&#xff0c;\u7528\u6765\u91cd\u5efa Agent \u7684\u63a8\u7406\u8fc7\u7a0b\u3002<\/p>\n<p>\u63a8\u7ffb\u4e86\u7684\u5386\u53f2\u51b3\u7b56\u624d\u662f\u4e0a\u4e0b\u6587\u3002 \u4e00\u4e2a\u53ea\u8bb0\u5f55\u300c\u5f53\u524d\u6709\u6548\u72b6\u6001\u300d\u7684\u77e5\u8bc6\u5e93&#xff0c;\u65e0\u6cd5\u56de\u7b54\u300c\u4e3a\u4ec0\u4e48\u5f53\u521d\u8fd9\u4e48\u505a\u540e\u6765\u6539\u4e86\u300d\u2014\u2014\u800c\u540e\u8005\u6070\u6070\u662f\u5f00\u53d1\u8005\u6700\u5e38\u95ee\u7684\u95ee\u9898\u3002<\/p>\n<p>\u8fd9\u91cc\u8fd8\u6709\u4e00\u4e2a\u5bb9\u6613\u88ab\u5e26\u504f\u7684\u5730\u65b9\u3002\u51b3\u7b56\u56fe\u548c\u300c\u5e26\u65f6\u95f4\u6233\u7684\u6587\u6863\u5e93\u300d\u770b\u8d77\u6765\u76f8\u4f3c&#xff0c;\u4f46\u7ed3\u6784\u5b8c\u5168\u4e0d\u540c&#xff1a;<\/p>\n<table>\n<tr>\u8fd4\u56de\u4ec0\u4e48\u56de\u7b54\u7684\u95ee\u9898\u98ce\u9669<\/tr>\n<tbody>\n<tr>\n<td>\u6700\u76f8\u5173\u7684 10 \u4e2a\u6587\u6863\u5757<\/td>\n<td>\u300c\u73b0\u5728\u90fd\u5199\u4e86\u4ec0\u4e48\u300d<\/td>\n<td>\u53ef\u80fd\u5305\u542b\u5df2\u4f5c\u5e9f\u7684\u89c4\u5b9a<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u6761\u51b3\u7b56\u94fe\u8def&#xff08;\u4f9d\u636e &#043; \u53cd\u4f8b &#043; \u5176\u4ed6\u89c6\u89d2&#xff09;<\/td>\n<td>\u300c\u5f53\u65f6\u4e3a\u4f55\u8fd9\u4e48\u5224\u300d<\/td>\n<td>\u9700\u8981\u5b9e\u65f6\u540c\u6b65\u624d\u4e0d\u4f1a\u5f15\u7528\u8fc7\u671f\u7ed3\u8bba<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7b2c\u4e8c\u884c\u7684\u300c\u53cd\u4f8b\u300d\u662f\u8fd9\u5957\u7ed3\u6784\u91cc\u6700\u503c\u94b1\u7684\u90e8\u5206\u3002\u5b83\u8fd4\u56de\u7684\u4e0d\u53ea\u662f\u7ed3\u8bba&#xff0c;\u8fd8\u5305\u62ec\u5f53\u65f6\u8003\u8651\u8fc7\u4f46\u5426\u51b3\u4e86\u7684\u65b9\u6848\u3002\u8fd9\u6070\u6070\u662f\u4eba\u505a\u51b3\u5b9a\u65f6\u771f\u5b9e\u7684\u4fe1\u606f\u7ed3\u6784&#xff0c;\u800c\u7edd\u5927\u591a\u6570\u77e5\u8bc6\u5e93\u7cfb\u7edf\u4f1a\u628a\u8fd9\u4e9b\u300c\u88ab\u5426\u51b3\u7684\u65b9\u6848\u300d\u5f53\u6210\u566a\u58f0\u4e22\u6389\u2014\u2014\u56e0\u4e3a\u5b83\u4eec\u6ca1\u6709\u51fa\u73b0\u5728\u6700\u7ec8\u7ed3\u8bba\u91cc\u3002<\/p>\n<p>\u4f01\u4e1a\u91cc\u4e00\u4e2a\u5f88\u5e38\u89c1\u7684\u73b0\u8c61\u662f&#xff1a;\u4e00\u4efd\u6587\u6863\u5199\u7740 A \u65b9\u6848&#xff0c;\u4f46\u534a\u5e74\u524d\u7684\u4f1a\u8bae\u8bb0\u5f55\u91cc\u5199\u7684\u662f B \u65b9\u6848&#xff0c;\u800c\u4e14 A \u5df2\u7ecf\u88ab\u63a8\u7ffb\u4e86\u3002 \u5982\u679c\u68c0\u7d22\u7cfb\u7edf\u53ea\u6309\u8bed\u4e49\u76f8\u4f3c\u5ea6\u6392\u524d\u5341\u6761&#xff0c;\u5f88\u53ef\u80fd\u8fd4\u56de\u90a3\u4efd\u6587\u6863\u800c\u4e0d\u8fd4\u56de\u63a8\u7ffb\u8bb0\u5f55\u2014\u2014\u7b54\u6848\u770b\u8d77\u6765\u6709\u4f9d\u636e&#xff0c;\u4f46\u4f9d\u636e\u5df2\u7ecf\u8fc7\u671f\u4e86\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u5546\u4e1a\u89d2\u5ea6&#xff1a;\u77e5\u8bc6\u5b58\u5728\u4efb\u4f55\u5355\u4e00\u6a21\u578b\u4e4b\u5916&#xff0c;\u6240\u4ee5\u516c\u53f8\u6362\u6a21\u578b\u65f6\u4e0d\u9700\u8981\u8ba9\u65b0\u6a21\u578b\u91cd\u65b0\u5b66\u4e1a\u52a1\u3002 \u8fd9\u4e00\u6761\u5bf9\u6b63\u5728\u591a\u6a21\u578b\u5e76\u5b58\u7684\u91c7\u8d2d\u65b9&#xff0c;\u4ef7\u503c\u53ef\u80fd\u8d85\u8fc7\u6210\u672c\u8282\u7701\u672c\u8eab\u3002<\/p>\n<h3>&#x1f510; \u771f\u6b63\u503c\u5f97\u770b\u7684\u8bbe\u8ba1&#xff1a;\u6743\u9650\u8ddf\u7740\u6570\u636e\u8d70<\/h3>\n<p>\u8fd9\u662f\u6211\u8ba4\u4e3a Uvi \u8fd9\u6761\u8def\u7ebf\u91cc\u6700\u6709\u5206\u91cf\u7684\u4e00\u6bb5&#xff0c;\u4e5f\u662f\u5b83\u533a\u522b\u4e8e\u300c\u53c8\u4e00\u5bb6\u77e5\u8bc6\u56fe\u8c31\u516c\u53f8\u300d\u7684\u5730\u65b9\u3002<\/p>\n<p>Salinger \u7684\u539f\u8bdd&#xff1a;<\/p>\n<p>\u6211\u4eec\u7ed9\u6570\u636e\u6253\u6807\u7b7e&#xff0c;\u8fd9\u6837\u4e00\u4e2a\u4eba\u79bb\u5f00\u4e86\u67d0\u4e2a\u5de5\u5177\u3001\u6216\u8005\u79bb\u5f00\u516c\u53f8\u4e4b\u540e&#xff0c;\u4ed6\u5c31\u4e0d\u4f1a\u5728\u4ee5\u540e\u88ab Agent \u5448\u73b0\u51fa\u6765\u3002\u8fd9\u662f\u5927\u90e8\u5206 RAG \u7ba1\u9053\u505a\u9519\u7684\u90e8\u5206\u2014\u2014\u5b83\u4eec\u53ea\u7ba1\u628a\u6570\u636e\u5438\u8fdb\u6765&#xff0c;\u7136\u540e\u5fd8\u4e86\u8c01\u6709\u6743\u770b\u4ec0\u4e48\u3002 \u6211\u4eec\u7684\u56fe\u8c31\u8de8\u5e73\u53f0\u91cd\u5efa\u5173\u7cfb\u5e76\u628a\u6743\u9650\u4e00\u8d77\u5e26\u4e0a&#xff0c;\u6240\u4ee5\u4e0d\u9700\u8981\u4e8b\u540e\u5355\u72ec\u505a\u5b89\u5168\u6539\u9020\u3002<\/p>\n<p>\u8fd9\u534a\u53e5\u8bdd\u70b9\u51fa\u4e86\u4e00\u4e2a\u5728\u4f01\u4e1a\u573a\u666f\u91cc\u975e\u5e38\u5b9e\u9645\u7684\u95ee\u9898&#xff1a;RAG \u4e00\u65e6\u63a5\u8fdb\u4e1a\u52a1\u6d41\u7a0b&#xff0c;\u6743\u9650\u5c31\u4e0d\u662f\u53ef\u9009\u9879\u3002<\/p>\n<p>\u4f20\u7edf\u6743\u9650\u6a21\u578b\u662f\u300c\u8c01\u5728\u4ec0\u4e48\u7cfb\u7edf\u91cc\u80fd\u770b\u4ec0\u4e48\u300d\u2014\u2014\u5b83\u957f\u5728\u7cfb\u7edf\u8fb9\u754c\u4e0a\u3002\u800c RAG \u7684\u505a\u6cd5\u662f\u628a\u6570\u636e\u62bd\u51fa\u6765\u3001\u5207\u7247\u3001\u5b58\u8fdb\u5411\u91cf\u5e93&#xff0c;\u7136\u540e\u68c0\u7d22\u3002<\/p>\n<p>\u95ee\u9898\u5c31\u5728\u8fd9\u4e00\u6b65&#xff1a;\u6570\u636e\u88ab\u62bd\u51fa\u6765\u7684\u77ac\u95f4&#xff0c;\u6743\u9650\u4fe1\u606f\u901a\u5e38\u8ddf\u7740\u4e22\u4e86\u3002 \u7ed3\u679c\u662f\u4e00\u4e2a\u67e5\u4e0d\u5230\u300c\u8c01\u770b\u8fc7\u8fd9\u6761\u5185\u5bb9\u300d\u7684\u68c0\u7d22\u5c42\u2014\u2014\u5728\u653f\u52a1\u3001\u91d1\u878d\u3001\u533b\u7597\u573a\u666f\u91cc&#xff0c;\u8fd9\u4e2a\u4e1c\u897f\u6839\u672c\u8fc7\u4e0d\u4e86\u8bc4\u5ba1\u3002<\/p>\n<p>Uvi 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