{"id":107776,"date":"2026-09-20T10:32:36","date_gmt":"2026-09-20T02:32:36","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107776.html"},"modified":"2026-09-20T10:32:36","modified_gmt":"2026-09-20T02:32:36","slug":"data-agent-%e4%b8%8e%e4%bc%a0%e7%bb%9f-chatbi-%e7%9a%84%e6%a0%b8%e5%bf%83%e5%8c%ba%e5%88%ab%ef%bc%9a%e4%bc%81%e4%b8%9a%e9%80%89%e5%9e%8b%e6%8a%80%e6%9c%af%e8%af%84%e4%bc%b0%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107776.html","title":{"rendered":"Data Agent \u4e0e\u4f20\u7edf ChatBI \u7684\u6838\u5fc3\u533a\u522b\uff1a\u4f01\u4e1a\u9009\u578b\u6280\u672f\u8bc4\u4f30\u6846\u67b6"},"content":{"rendered":"

<\/h2>\n

\u4f01\u4e1a\u9009\u578b\u65f6，\u6700\u5e38\u89c1\u7684\u8bef\u533a\u662f\u628a"Data Agent"\u5f53\u6210"\u66f4\u806a\u660e\u7684 ChatBI"\u2014\u2014\u540c\u4e00\u4e2a\u4ea7\u54c1\u7684\u4e24\u4e2a\u7248\u672c，\u80fd\u529b\u66f4\u5f3a\u4e00\u70b9\u3001\u4ef7\u683c\u66f4\u8d35\u4e00\u70b9\u3002\u672c\u6587\u7528\u4e94\u7ea7\u80fd\u529b\u6210\u719f\u5ea6\u6a21\u578b\u628a\u8d5b\u9053\u62c6\u6e05\u695a，\u518d\u4ece\u67b6\u6784\u5c42\u9762\u5256\u6790\u4e94\u4e2a\u6838\u5fc3\u533a\u522b\u3002\u4e00\u53e5\u8bdd\u5148\u7ed9\u7ed3\u8bba：ChatBI \u66ff\u4ee3\u7684\u662f"\u8dd1\u6570\u7684\u4eba"，Data Agent \u589e\u5f3a\u7684\u662f"\u5206\u6790\u7684\u4eba"\u2014\u2014\u4e24\u8005\u4e0d\u662f\u5347\u7ea7\u5173\u7cfb，\u662f\u7269\u79cd\u5dee\u522b\u3002<\/p>\n

\n

\u4e00\u3001\u5148\u7ed9\u7ed3\u8bba：\u4e0d\u662f"\u5347\u7ea7\u7248"，\u662f"\u7269\u79cd"<\/h3>\n

\u5f88\u591a\u4eba\u628a ChatBI \u548c Data Agent \u653e\u5728\u540c\u4e00\u5750\u6807\u8f74\u4e0a，\u6bd4\u8f83"\u8c01\u66f4\u51c6\u3001\u8c01\u66f4\u8d35"\u3002\u8fd9\u662f\u9009\u578b\u91cc\u6700\u5927\u7684\u8bef\u89e3\u3002<\/p>\n\n\n\n

\u4f20\u7edf ChatBI<\/p>\n

Data Agent<\/p>\n<\/tr>\n

\n\n\n\n
\n

\u672c\u8d28<\/p>\n<\/td>\n

\n

\u4f1a\u8bf4\u4eba\u8bdd\u7684 SQL \u6267\u884c\u5668<\/p>\n<\/td>\n

\n

\u6570\u5b57\u6570\u636e\u5206\u6790\u5e08<\/p>\n<\/td>\n<\/tr>\n

\n

\u89e3\u51b3\u7684\u95ee\u9898<\/p>\n<\/td>\n

\n

\u67e5\u6570\u6162\u3001\u7b49 IT \u6392\u671f<\/p>\n<\/td>\n

\n

\u5206\u6790\u6d45\u3001\u51b3\u7b56\u6162<\/p>\n<\/td>\n<\/tr>\n

\n

\u4ef7\u503c\u5f52\u5c5e<\/p>\n<\/td>\n

\n

\u63d0\u6548\u5de5\u5177，\u8d70 IT \u6210\u672c\u9879<\/p>\n<\/td>\n

\n

\u7ecf\u8425\u6536\u76ca，\u8d70\u7ecf\u8425\u9884\u7b97\u9879<\/p>\n<\/td>\n<\/tr>\n

\n

\u5de5\u4f5c\u65b9\u5f0f<\/p>\n<\/td>\n

\n

\u4f60\u95ee\u5b83\u7b54，\u88ab\u52a8\u54cd\u5e94<\/p>\n<\/td>\n

\n

\u4e3b\u52a8\u5de1\u68c0\u3001\u5f52\u56e0\u3001\u5efa\u8bae\u3001\u8ddf\u8e2a\u6267\u884c<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e70 ChatBI，\u4f60\u5f97\u5230\u7684\u662f"\u67e5\u6570\u5feb"；\u4e70 Data Agent，\u4f60\u5f97\u5230\u7684\u662f"\u4e3b\u52a8\u53d1\u73b0\u95ee\u9898\u3001\u7ed9\u51fa\u884c\u52a8\u5efa\u8bae\u5e76\u9a8c\u8bc1\u6548\u679c"\u3002\u4e24\u8005\u7684\u4ef7\u503c\u91cf\u7ea7\u5dee\u4e00\u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n

\u4e8c\u3001\u8d5b\u9053\u5206\u5c42：\u4e94\u7ea7\u80fd\u529b\u6210\u719f\u5ea6\u6a21\u578b<\/h3>\n

\u8981\u8bc4\u4f30\u4efb\u4f55\u667a\u80fd\u95ee\u6570\u4ea7\u54c1，\u5148\u5b9a\u4e49\u4e00\u4e2a\u6807\u5c3a\u2014\u2014\u4e94\u7ea7\u80fd\u529b\u6210\u719f\u5ea6\u6a21\u578b：<\/p>\n\n\n\n

\u5c42\u7ea7<\/p>\n

\u80fd\u529b\u5b9a\u4e49<\/p>\n

\u5178\u578b\u8868\u73b0<\/p>\n

\u8d5b\u9053\u4f4d\u7f6e<\/p>\n<\/tr>\n

\n\n\n\n\n
\n

L1 \u80fd\u95ee<\/p>\n<\/td>\n

\n

\u81ea\u7136\u8bed\u8a00\u2192SQL\u2192\u7ed3\u679c<\/p>\n<\/td>\n

\n

"\u9500\u552e\u989d\u591a\u5c11"\u8fd4\u56de\u6570\u5b57\u548c\u56fe\u8868<\/p>\n<\/td>\n

\n

\u4f20\u7edf ChatBI（\u67e5\u8be2\u5de5\u5177）<\/p>\n<\/td>\n<\/tr>\n

\n

L2 \u53ef\u4fe1<\/p>\n<\/td>\n

\n

\u7ed3\u679c\u53ef\u9a8c\u8bc1\u3001\u53ef\u56de\u5f52\u3001\u53ef\u89e3\u91ca<\/p>\n<\/td>\n

\n

\u8f93\u51fa\u9644\u5e26\u6570\u636e\u6765\u6e90\u548c\u751f\u6210\u903b\u8f91\u8bf4\u660e<\/p>\n<\/td>\n

\n

\u4f20\u7edf ChatBI（\u53ef\u4fe1\u7248）<\/p>\n<\/td>\n<\/tr>\n

\n

L3 \u80fd\u63a8\u7406<\/p>\n<\/td>\n

\n

\u591a\u6b65\u5f52\u56e0\u3001\u8de8\u8868\u5173\u8054\u3001\u5047\u8bbe\u9a8c\u8bc1<\/p>\n<\/td>\n

\n

"\u6bdb\u5229\u7387\u4e3a\u4ec0\u4e48\u4e0b\u964d"\u2192\u81ea\u52a8\u62c6\u89e3\u4e3a\u5206\u4ea7\u54c1\/\u5206\u6e20\u9053\/\u5206\u533a\u57df\u7684\u5f52\u56e0\u5206\u6790<\/p>\n<\/td>\n

\n

Data Agent（\u521d\u7ea7）<\/p>\n<\/td>\n<\/tr>\n

\n

L4 \u80fd\u5e72\u6d3b<\/p>\n<\/td>\n

\n

\u81ea\u52a8\u62a5\u544a\u3001\u5f02\u5e38\u9884\u8b66\u3001\u5b9a\u65f6\u5de1\u68c0<\/p>\n<\/td>\n

\n

\u53d1\u73b0\u6570\u636e\u5f02\u5e38\u2192\u751f\u6210\u5206\u6790\u62a5\u544a\u2192\u63a8\u9001\u5230\u534f\u4f5c\u5de5\u5177<\/p>\n<\/td>\n

\n

Data Agent（\u4e2d\u9ad8\u9636）<\/p>\n<\/td>\n<\/tr>\n

\n

L5 \u80fd\u534f\u4f5c<\/p>\n<\/td>\n

\n

\u7ec4\u7ec7\u4e0a\u4e0b\u6587\u3001\u8de8\u57df\u77e5\u8bc6\u5173\u8054\u3001\u8de8\u56e2\u961f\u534f\u540c<\/p>\n<\/td>\n

\n

\u4e3b\u52a8\u8bc6\u522b\u6a21\u5f0f\u5e76@\u76f8\u5173\u4eba\u63a8\u9001\u6570\u636e\u4e0e\u5efa\u8bae<\/p>\n<\/td>\n

\n

Data Agent（\u9ad8\u9636，\u524d\u6cbf\u63a2\u7d22）<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u9009\u578b\u903b\u8f91\u7531\u6b64\u6e05\u6670：\u4f20\u7edf ChatBI \u7684\u80fd\u529b\u5929\u82b1\u677f\u5728 L1-L2，Data Agent \u7684\u80fd\u529b\u5728 L3-L5\u3002\u6838\u5fc3\u6807\u5fd7\u662f"\u80fd\u63a8\u7406"（\u56de\u7b54\u4e3a\u4ec0\u4e48）\u548c"\u80fd\u5e72\u6d3b"（\u5f62\u6210\u5206\u6790\u5230\u884c\u52a8\u7684\u95ed\u73af）\u3002\u5f53\u524d\u884c\u4e1a\u5927\u90e8\u5206\u4ea7\u54c1\u8fd8\u505c\u7559\u5728 L1-L2；\u80fd\u7a33\u5b9a\u505a\u5230 L3 \u4e14\u5411 L4 \u6f14\u8fdb\u7684，\u662f\u5c11\u6570\u5382\u5546\u3002<\/p>\n

\u9009\u578b\u542f\u793a：\u4e0d\u8981\u5728 ChatBI \u7684\u8d5b\u9053\u91cc\u6bd4\u51c6\u786e\u7387，\u7136\u540e\u671f\u5f85\u5b83\u7ed9\u4f60 Data Agent \u7684\u80fd\u529b\u2014\u2014\u67b6\u6784\u51b3\u5b9a\u4e86\u80fd\u529b\u5929\u82b1\u677f\u3002 L1-L2 \u7684\u4ea7\u54c1\u65e0\u8bba\u600e\u4e48\u4f18\u5316，\u90fd\u4e0d\u4f1a\u957f\u51fa L3+ \u7684\u63a8\u7406\u548c\u95ed\u73af\u80fd\u529b\u3002<\/p>\n

\u4e09\u3001\u4e94\u4e2a\u6838\u5fc3\u533a\u522b<\/h3>\n\n\n\n

\u5bf9\u6bd4\u7ef4\u5ea6<\/p>\n

\u4f20\u7edf ChatBI<\/p>\n

Data Agent（\u4ee5\u6781\u6606\u4ed1 iInsight \u4e3a\u4f8b）<\/p>\n<\/tr>\n

\n\n\n\n\n
\n

\u5de5\u4f5c\u6a21\u5f0f<\/p>\n<\/td>\n

\n

\u88ab\u52a8\u95ee\u7b54：\u4f60\u95ee，\u5b83\u7b54；\u4f60\u4e0d\u95ee，\u5b83\u4e0d\u52a8<\/p>\n<\/td>\n

\n

\u4e3b\u52a8\u53c2\u4e0e\u5168\u6d41\u7a0b：7\u00d724 \u5de1\u68c0\u6838\u5fc3\u6307\u6807，\u53d1\u73b0\u5f02\u5e38\u81ea\u52a8\u5206\u6790<\/p>\n<\/td>\n<\/tr>\n

\n

\u95ee\u9898\u7c7b\u578b<\/p>\n<\/td>\n

\n

\u56de\u7b54"\u662f\u4ec0\u4e48"：\u9500\u552e\u989d\u3001\u6bdb\u5229\u7387\u3001\u6392\u540d<\/p>\n<\/td>\n

\n

\u56de\u7b54"\u4e3a\u4ec0\u4e48+\u600e\u4e48\u529e"：\u5f52\u56e0\u63a8\u7406\u3001\u6839\u56e0\u8ffd\u6eaf\u3001\u884c\u52a8\u5efa\u8bae\u3001\u6548\u679c\u8ddf\u8e2a<\/p>\n<\/td>\n<\/tr>\n

\n

\u4ea4\u4ed8\u7269<\/p>\n<\/td>\n

\n

\u6570\u636e：\u6570\u5b57\u3001\u56fe\u8868\u3001\u62a5\u8868<\/p>\n<\/td>\n

\n

\u884c\u52a8：\u7ed3\u6784\u5316\u5206\u6790\u62a5\u544a+\u53ef\u6267\u884c\u5efa\u8bae+\u6301\u7eed\u76d1\u63a7\u89c4\u5219，\u53ef\u76f4\u63a5\u4e0a\u4f1a<\/p>\n<\/td>\n<\/tr>\n

\n

\u4e0a\u4e0b\u6587<\/p>\n<\/td>\n

\n

\u6bcf\u6b21\u72ec\u7acb：\u6bcf\u95ee\u4e00\u53e5\u90fd\u662f\u91cd\u65b0\u5f00\u59cb<\/p>\n<\/td>\n

\n

\u8de8\u4f1a\u8bdd\u8bb0\u5fc6：\u8bed\u4e49\u5c42\u6c89\u6dc0\u6307\u6807\u53e3\u5f84\u3001\u7ef4\u5ea6\u5173\u7cfb\u3001\u4e1a\u52a1\u89c4\u5219，\u8fde\u7eed\u591a\u8f6e\u8ffd\u95ee\u4fdd\u6301\u8bed\u5883<\/p>\n<\/td>\n<\/tr>\n

\n

\u53ef\u8ffd\u6eaf<\/p>\n<\/td>\n

\n

\u9ed1\u76d2（\u6216\u4ec5 SQL \u53ef\u89c1）：\u4e2d\u95f4\u63a8\u7406\u4e0d\u53ef\u89c1<\/p>\n<\/td>\n

\n

\u767d\u76d2：\u4ece\u8bed\u4e49\u89e3\u6790\u5230\u6267\u884c\u7ed3\u679c，\u6bcf\u6b65\u4e2d\u95f4\u4ea7\u7269\u53ef\u5ba1\u67e5<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u56db\u3001\u67b6\u6784\u6839\u6e90：\u4e3a\u4ec0\u4e48\u80fd\u529b\u5929\u82b1\u677f\u4e0d\u53ef\u8de8\u8d8a<\/h3>\n

\u4e94\u4e2a\u533a\u522b\u7684\u80cc\u540e\u662f\u540c\u4e00\u4e2a\u6839\u6e90：\u67b6\u6784\u3002<\/p>\n

\u4f20\u7edf ChatBI \u5927\u591a\u8d70\u7eaf NL2SQL\u2014\u2014\u5927\u6a21\u578b\u76f4\u63a5\u751f\u6210 SQL\u3002\u8fd9\u610f\u5473\u7740\u51c6\u786e\u7387\u4e0d\u53ef\u63a7（\u6982\u7387\u91c7\u6837）\u3001\u63a8\u7406\u9ed1\u76d2\u3001\u6bcf\u6b21\u72ec\u7acb\u91c7\u6837\u3002\u5373\u4f7f\u52a0\u4e00\u5c42\u8bed\u4e49\u5c42\u505a\u6539\u826f，\u53ea\u8981 SQL \u4ecd\u7531 LLM \u6982\u7387\u751f\u6210，\u591a\u6b65\u63a8\u7406\u548c\u884c\u52a8\u95ed\u73af\u5c31\u65e0\u4ece\u8c08\u8d77\u3002<\/p>\n

Data Agent \u9700\u8981\u5728 LLM \u548c\u6570\u636e\u5e93\u4e4b\u95f4\u5efa\u7acb\u7ed3\u6784\u5316\u7684"\u7ea6\u675f\u5c42"：<\/p>\n

    \n
  • \n

    \u6307\u6807\u53e3\u5f84\u7ed3\u6784\u5316（\u8bed\u4e49\u5c42\/\u672c\u4f53\u5c42）<\/p>\n<\/li>\n

  • \n

    SQL \u7531\u786e\u5b9a\u6027\u7f16\u8bd1\u5f15\u64ce\u6309\u89c4\u5219\u751f\u6210，\u4e0d\u8d70\u6982\u7387\u91c7\u6837<\/p>\n<\/li>\n

  • \n

    \u6bcf\u6b65\u63a8\u7406\u7684\u4e2d\u95f4\u4ea7\u7269\u53ef\u5ba1\u67e5\u3001\u53ef\u56de\u5f52<\/p>\n<\/li>\n<\/ul>\n

    \u6ca1\u6709\u786e\u5b9a\u6027\u5e95\u5ea7，L3+ \u7684\u80fd\u529b\u5c31\u662f\u7a7a\u4e2d\u697c\u9601\u3002 \u8fd9\u4e5f\u662f\u5224\u65ad\u5382\u5546\u6280\u672f\u8def\u7ebf\u65f6\u6700\u503c\u5f97\u8ffd\u95ee\u7684\u4e00\u70b9：\u5b83\u5728 LLM \u548c\u6570\u636e\u5e93\u4e4b\u95f4，\u5efa\u4e86\u4ec0\u4e48\u6837\u7684\u7ea6\u675f\u5c42？<\/p>\n

    \u4e94\u3001\u771f\u5b9e\u573a\u666f\u5bf9\u6bd4<\/h3>\n

    \u573a\u666f\u4e00：\u4f1a\u8ffd\u95ee，\u4e0d\u53ea\u662f\u56de\u7b54\u3002 ChatBI：\u95ee"\u534e\u5357\u533a\u4e0a\u4e2a\u6708\u9500\u552e\u989d"，\u8fd4\u56de\u6570\u5b57+\u8d8b\u52bf\u56fe，\u7ed3\u675f\u3002 Data Agent：\u8fd4\u56de\u6570\u636e\u7684\u540c\u65f6\u8ffd\u95ee\u2014\u2014"\u534e\u5357\u533a\u4e09\u4e2a\u5b50\u533a\u57df\u6570\u636e\u5dee\u5f02\u8f83\u5927，\u8981\u770b\u5206\u533a\u57df\u5bf9\u6bd4\u5417？\u53e6\u5916\u6211\u6ce8\u610f\u5230 Q3 \u6bdb\u5229\u7387\u6709\u4e0b\u964d\u8d8b\u52bf，\u8981\u4e00\u5e76\u5f52\u56e0\u5206\u6790\u5417？"\u5b83\u4e0d\u662f\u6267\u884c\u547d\u4ee4，\u800c\u662f\u5728\u5e2e\u4f60\u5b8c\u5584\u5206\u6790\u601d\u8def\u3002<\/p>\n

    \u573a\u666f\u4e8c：\u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u3002 ChatBI：\u5468\u4e00\u82b1\u4e00\u5c0f\u65f6\u62c6\u89e3\u4e86\u534e\u5357\u533a\u95e8\u5e97\u4fc3\u9500\u6548\u679c，\u5468\u4e09\u8bf4"\u628a\u534e\u4e1c\u533a\u7c7b\u4f3c\u7684\u5206\u6790\u8dd1\u4e00\u904d"，\u5b83\u4e0d\u77e5\u9053"\u7c7b\u4f3c"\u6307\u4ec0\u4e48，\u4f60\u5f97\u91cd\u65b0\u89e3\u91ca\u4e00\u904d\u5206\u6790\u6846\u67b6\u3002 Data Agent：\u8bed\u4e49\u5c42\u6c89\u6dc0\u4e86\u4f60\u7684\u5206\u6790\u5bf9\u8c61（\u6307\u6807\u3001\u7ef4\u5ea6\u3001\u8868\u5173\u7cfb），\u76f4\u63a5\u590d\u7528"\u5206\u95e8\u5e97\u7c7b\u578b\u7684\u4fc3\u9500 ROI \u5f52\u56e0\u5206\u6790"\u6846\u67b6\u3002<\/p>\n

    \u573a\u666f\u4e09：\u4ece\u5206\u6790\u8d70\u5230\u884c\u52a8，\u5f62\u6210\u95ed\u73af\u3002 ChatBI：\u5206\u6790\u5b8c\u7ed9\u4e00\u5f20\u8868，\u5269\u4e0b"\u5199\u62a5\u544a\u3001\u63a8\u7ed9\u51b3\u7b56\u4eba\u3001\u8bbe\u76d1\u63a7"\u5168\u8981\u4eba\u5e72\u3002 Data Agent：\u5468\u4e00\u65e9\u4e0a\u81ea\u52a8\u5de1\u68c0，\u53d1\u73b0\u534e\u4e1c\u533a\u67d0\u4ea7\u54c1\u7ebf\u9000\u8d27\u7387\u5f02\u5e38，\u81ea\u52a8\u751f\u6210\u5f52\u56e0\u62a5\u544a\u63a8\u9001\u5230\u9489\u9489\/\u98de\u4e66，\u9644\u884c\u52a8\u5efa\u8bae："\u5efa\u8bae\u672c\u5468\u91cd\u70b9\u68c0\u67e5\u8be5\u4ea7\u54c1\u7ebf\u7684\u6279\u6b21\u8d28\u91cf\u6570\u636e\u548c\u4ed3\u50a8\u7269\u6d41\u73af\u8282\u3002"\u7136\u540e\u521b\u5efa\u76d1\u63a7\u89c4\u5219，\u8ddf\u8e2a\u6267\u884c\u540e\u6307\u6807\u662f\u5426\u6539\u5584\u3002<\/p>\n

    \u5171\u540c\u70b9：ChatBI \u5230"\u7ed9\u51fa\u6570\u636e"\u5c31\u7ed3\u675f，Data Agent \u5230"\u95ee\u9898\u89e3\u51b3"\u624d\u7b97\u7ed3\u675f\u3002 \u5982\u679c\u4f01\u4e1a\u8981\u7684\u662f\u540e\u8005，\u9009\u578b\u5c31\u5e94\u6309 Data Agent \u7684\u6807\u51c6\u6765\u6d4b\u2014\u2014\u7528\u5f52\u56e0\u5206\u6790\u3001\u591a\u8f6e\u8ffd\u95ee\u3001\u884c\u52a8\u95ed\u73af\u6765\u6d4b，\u800c\u4e0d\u662f\u7528 50 \u4e2a"XX \u6307\u6807\u662f\u591a\u5c11"\u7684\u7b80\u5355\u95ee\u9898\u3002<\/p>\n

    \u516d\u3001\u6781\u6606\u4ed1 iInsight：\u9ad8\u9636 Data Agent \u7684\u80fd\u529b\u6e05\u5355<\/h3>\n

    \u4ece L1 \u5230 L4，\u8986\u76d6 Data Agent \u7684\u5b8c\u6574\u80fd\u529b\u6808：<\/p>\n

  • \n

    \u667a\u80fd\u95ee\u6570（L1-L2）：\u81ea\u7136\u8bed\u8a00\u67e5\u6570\u636e，\u4e2d\u6587\u53e3\u8bed\u5316\u6df1\u5ea6\u7406\u89e3，\u51c6\u786e\u7387 99%+ \u4e14\u53ef\u9a8c\u8bc1\u2014\u2014\u8fd9\u662f\u5165\u573a\u5238，\u4e0d\u662f\u5dee\u5f02\u70b9\u3002<\/p>\n<\/li>\n

  • \n

    Agent \u5206\u6790（L3）：\u9762\u5bf9"Q3 \u6bdb\u5229\u7387\u4e3a\u4ec0\u4e48\u4e0b\u964d\u4e86"，\u81ea\u52a8\u62c6\u89e3\u4e3a\u591a\u4e2a\u5b50\u4efb\u52a1\u3001\u8de8\u8868\u5173\u8054\u3001\u591a\u6b65\u6267\u884c\u3001\u62fc\u63a5\u7ed3\u8bba；Fanout \u63a7\u5236\u673a\u5236\u4fdd\u8bc1\u590d\u6742\u63a8\u7406\u4e0d\u628a\u6570\u636e\u5e93\u6253\u6302\u3002<\/p>\n<\/li>\n

  • \n

    \u6839\u56e0\u5206\u6790（L3）：\u4ece"\u53d1\u751f\u4e86\u4ec0\u4e48"\u5230"\u4e3a\u4ec0\u4e48\u53d1\u751f"，\u591a\u7ef4\u5ea6\u81ea\u52a8\u4e0b\u94bb，\u652f\u6301\u5047\u8bbe\u9a8c\u8bc1，\u8fd8\u4f1a\u5173\u8054\u5ba2\u670d\u5de5\u5355\u3001\u7528\u6237\u8bc4\u4ef7\u7b49\u975e\u7ed3\u6784\u5316\u6587\u672c\u4ea4\u53c9\u9a8c\u8bc1\u6839\u56e0\u3002<\/p>\n<\/li>\n

  • \n

    \u62a5\u544a\u751f\u6210（L4）：\u5f02\u5e38\u6982\u8ff0\u2192\u5f52\u56e0\u94fe\u2192\u6570\u636e\u53ef\u89c6\u5316\u2192\u884c\u52a8\u5efa\u8bae\u2192\u9644\u5f55（SQL \u548c\u6570\u636e\u6765\u6e90），\u53ef\u76f4\u63a5\u4e0a\u4f1a\u3002<\/p>\n<\/li>\n

  • \n

    \u884c\u52a8\u5efa\u8bae\u95ed\u73af（L4）：\u4e0d\u53ea\u8bf4"\u6e20\u9053\u6210\u672c\u4e0a\u5347\u4e86"，\u800c\u662f\u8bf4"\u5efa\u8bae\u534e\u5357\u533a\u4e0b\u5468\u542f\u52a8\u4fc3\u9500\u6e05\u5e93\u5b58，\u53c2\u8003\u53bb\u5e74 Q4 \u534e\u4e1c\u533a\u7684\u65b9\u6848"，\u7136\u540e\u8ffd\u8e2a\u5efa\u8bae\u662f\u5426\u88ab\u91c7\u7eb3\u3001\u6267\u884c\u540e\u6307\u6807\u662f\u5426\u6539\u5584\u3002<\/p>\n<\/li>\n

  • \n

    \u4e3b\u52a8\u6d1e\u5bdf（L4）：7\u00d724 \u5de1\u68c0\u6838\u5fc3\u6307\u6807，\u53d1\u73b0\u5f02\u5e38\u81ea\u52a8\u89e6\u53d1"\u5f52\u56e0\u2192\u62a5\u544a\u2192\u9884\u8b66\u2192\u5efa\u8bae"\u5168\u6d41\u7a0b\u3002<\/p>\n<\/li>\n

  • \n

    \u51b3\u7b56\u667a\u80fd（\u9ad8\u9636）：\u5ba2\u6237\u6d41\u5931\u9884\u6d4b\u3001\u4ea4\u53c9\u9500\u552e\u63a8\u8350\u3001\u8425\u9500\u7b56\u7565\u751f\u6210\u3001\u4f9b\u5e94\u94fe\u8865\u8d27\u5efa\u8bae\u2014\u2014\u4ece"\u5206\u6790\u8fc7\u53bb"\u5230"\u9a71\u52a8\u672a\u6765"\u3002<\/p>\n<\/li>\n

    \u652f\u6491\u8fd9\u5957\u80fd\u529b\u6808\u7684\u6280\u672f\u5e95\u5ea7\u662f\u4e09\u6761\u62a4\u57ce\u6cb3：<\/p>\n

      \n
    • \n

      \u81ea\u7814\u4e09\u5c42\u667a\u80fd\u67b6\u6784\u7cfb\u7edf：\u4e0d\u8d70\u6982\u7387\u91c7\u6837\u2014\u2014\u540c\u4e00\u95ee\u9898\u95ee 100 \u904d\u7b54\u6848\u6c38\u8fdc\u4e00\u81f4\u3002<\/p>\n<\/li>\n

    • \n

      \u53ef\u9a8c\u8bc1\u51c6\u786e\u7387\u4f53\u7cfb：4100 \u4e2a\u6d4b\u8bd5\u6587\u4ef6\u300150160 \u4e2a\u6d4b\u8bd5\u7528\u4f8b\u3001\u7ea6 7.1 \u4e07\u884c\u6d4b\u8bd5\u5168\u91cf\u56de\u5f52 + EvaluationService \u4f01\u4e1a\u81ea\u6709\u95ee\u9898\u96c6\u4e00\u952e\u8bc4\u6d4b\u2014\u2014\u51c6\u786e\u7387\u4e0d\u662f\u5382\u5546\u5ba3\u79f0，\u662f\u4f60\u81ea\u5df1\u6d4b\u51fa\u6765\u7684\u3002<\/p>\n<\/li>\n

    • \n

      \u5168\u94fe\u8def\u767d\u76d2\u8ffd\u6eaf：\u6bcf\u6b21\u67e5\u8be2\u4ece\u8bed\u4e49\u89e3\u6790\u5230\u6267\u884c\u7ed3\u679c，\u6bcf\u4e2a\u6570\u5b57\u90fd\u6709"\u51fa\u751f\u8bc1\u660e"，\u6ee1\u8db3\u91d1\u878d\/\u653f\u52a1"\u6bcf\u4e2a\u6570\u5b57\u90fd\u80fd\u6eaf\u6e90"\u7684\u5ba1\u8ba1\u8981\u6c42\u3002<\/p>\n<\/li>\n<\/ul>\n

      \u4e03\u3001\u9009\u578b\u51b3\u7b56：\u56db\u4e2a\u95ee\u9898\u5b9a\u4f4d\u9700\u6c42<\/h3>\n
    • \n

      \u4f60\u8981\u89e3\u51b3"\u67e5\u6570\u6162"\u8fd8\u662f"\u5206\u6790\u6d45"？ \u53ea\u662f\u4e0d\u60f3\u7b49 IT \u6392\u671f\u5199 SQL \u2192 ChatBI \u7ea7\u522b\u53ef\u80fd\u591f\u7528；\u9700\u8981\u56e2\u961f\u505a\u66f4\u6df1\u5ea6\u7684\u5f52\u56e0\u5206\u6790\u548c\u5b8c\u6574\u95ed\u73af \u2192 \u5fc5\u987b Data Agent（L3+）\u3002<\/p>\n<\/li>\n

    • \n

      \u4f60\u63a5\u53d7"\u7ed9\u51fa\u6570\u636e\u5c31\u7ed3\u675f"\u8fd8\u662f\u9700\u8981"\u95ee\u9898\u89e3\u51b3\u624d\u7b97\u7ed3\u675f"？ \u53ea\u60f3\u8981\u62a5\u8868 \u2192 ChatBI；\u60f3\u8981"\u53d1\u73b0\u5f02\u5e38\u2192\u5f52\u56e0\u2192\u5efa\u8bae\u2192\u8ddf\u8e2a"\u7684\u5b8c\u6574\u95ed\u73af \u2192 Data Agent\u3002<\/p>\n<\/li>\n

    • \n

      \u4f60\u613f\u4e0d\u613f\u610f\u4e3a"\u4e3b\u52a8\u6d1e\u5bdf"\u4ed8\u94b1？ ChatBI \u662f\u54cd\u5e94\u5f0f\u7684；Data Agent \u5728\u4f60\u6ca1\u95ee\u7684\u65f6\u5019\u4e3b\u52a8\u544a\u8bc9\u4f60\u8be5\u5173\u6ce8\u4ec0\u4e48\u2014\u2014\u8fd9\u662f\u4ece"\u5de5\u5177"\u5230"\u642d\u6863"\u7684\u5206\u6c34\u5cad\u3002<\/p>\n<\/li>\n

    • \n

      \u4f60\u600e\u4e48\u9a8c\u8bc1\u5382\u5546\u7684\u51c6\u786e\u7387？ \u65e0\u8bba\u4e70\u54ea\u79cd，\u90fd\u8981\u95ee"\u51c6\u786e\u7387\u600e\u4e48\u6d4b\u7684？\u6211\u80fd\u7528\u81ea\u5df1\u7684\u6570\u636e\u9a8c\u8bc1\u5417？"\u2014\u2014\u8bf4\u4e0d\u6e05\u600e\u4e48\u6d4b\u7684，POC \u76f4\u63a5\u6dd8\u6c70\u3002<\/p>\n<\/li>\n

      \u52a1\u5b9e\u5efa\u8bae：2026 \u5e74\u9009\u578b\u81f3\u5c11\u9009 L2（\u53ef\u4fe1）\u7ea7\u522b\u7684\u4ea7\u54c1；\u9884\u7b97\u5141\u8bb8，\u4f18\u5148\u9009\u62e9\u5df2\u8fdb\u5165 L3\/L4 \u7684 Data Agent，\u4e3a\u56e2\u961f\u672a\u6765 2-3 \u5e74\u7684 AI \u5206\u6790\u80fd\u529b\u6f14\u8fdb\u9884\u7559\u7a7a\u95f4\u3002\u667a\u80fd\u95ee\u6570\u4e0d\u662f\u80fd\u7528\u534a\u5e74\u5c31\u6362\u7684\u5de5\u5177\u2014\u2014\u6570\u636e\u6cbb\u7406\u3001\u8bed\u4e49\u5efa\u6a21\u3001\u56e2\u961f\u57f9\u8bad\u90fd\u662f\u6c89\u6ca1\u6210\u672c，3-5 \u5e74\u5185\u5f88\u96be\u5207\u6362\u3002\u4e0e\u5176\u5728 ChatBI \u8d5b\u9053\u91cc\u53cd\u590d\u6a2a\u8df3，\u4e0d\u5982\u4e00\u6b65\u5230\u4f4d\u9009\u4e00\u4e2a\u67b6\u6784\u80fd\u652f\u6491\u957f\u671f\u6f14\u8fdb\u7684\u9ad8\u9636 Data Agent\u3002<\/p>\n

      \n

      FAQ<\/h3>\n

      Q: Data Agent \u548c ChatBI \u5230\u5e95\u6709\u4ec0\u4e48\u533a\u522b？<\/p>\n

      A: ChatBI \u662f"\u4f60\u95ee\u5b83\u7b54"\u7684\u67e5\u8be2\u5de5\u5177，\u89e3\u51b3"\u67e5\u6570\u6162"；Data Agent \u662f\u80fd\u4e3b\u52a8\u53c2\u4e0e\u6570\u636e\u5206\u6790\u5168\u6d41\u7a0b\u7684\u534f\u4f5c\u578b AI，\u89e3\u51b3"\u5206\u6790\u6d45\u3001\u51b3\u7b56\u6162"\u3002\u4e00\u53e5\u8bdd：ChatBI \u66ff\u4ee3"\u8dd1\u6570\u7684\u4eba"，Data Agent \u589e\u5f3a"\u5206\u6790\u7684\u4eba"\u3002<\/p>\n

      Q: \u6ca1\u7528\u8fc7 ChatBI，\u80fd\u76f4\u63a5\u4e0a Data Agent \u5417？<\/p>\n

      A: \u53ef\u4ee5，\u800c\u4e14\u5efa\u8bae\u8fd9\u6837\u505a\u3002Data Agent \u5305\u542b ChatBI \u7684\u5168\u90e8\u80fd\u529b（\u80fd\u95ee+\u53ef\u4fe1），\u662f\u80fd\u529b\u53e0\u52a0\u4e0d\u662f\u8df3\u7ea7\u3002\u5173\u952e\u662f\u770b\u5382\u5546\u67b6\u6784\u80fd\u5426\u652f\u6491\u5411 L3\/L4 \u6f14\u8fdb\u2014\u2014\u95ee\u6e05\u695a\u5b83\u5728 LLM \u548c\u6570\u636e\u5e93\u4e4b\u95f4\u5efa\u7acb\u4e86\u4ec0\u4e48\u6837\u7684\u7ea6\u675f\u5c42\u3002<\/p>\n

      Q: \u600e\u4e48\u5224\u65ad\u4e00\u4e2a\u4ea7\u54c1\u5230\u5e95\u662f ChatBI \u8fd8\u662f Data Agent？<\/p>\n

      A: \u770b\u56db\u4e2a\u52a8\u4f5c：\u4e3b\u52a8\u5de1\u68c0（\u4f60\u6ca1\u95ee\u5b83\u4f1a\u4e0d\u4f1a\u4e3b\u52a8\u53d1\u73b0\u5f02\u5e38）\u3001\u5f52\u56e0\u63a8\u7406（\u95ee"\u4e3a\u4ec0\u4e48"\u80fd\u4e0d\u80fd\u81ea\u52a8\u62c6\u89e3）\u3001\u884c\u52a8\u95ed\u73af（\u5206\u6790\u5b8c\u80fd\u4e0d\u80fd\u751f\u6210\u62a5\u544a+\u5efa\u8bae+\u76d1\u63a7）\u3001\u8de8\u4f1a\u8bdd\u8bb0\u5fc6（\u8fde\u7eed\u591a\u8f6e\u8ffd\u95ee\u662f\u5426\u4fdd\u6301\u8bed\u5883）\u3002\u56db\u4e2a\u90fd\u505a\u4e0d\u5230\u5c31\u662f ChatBI；\u505a\u5230\u4e09\u4e2a\u4ee5\u4e0a\u624d\u662f\u771f\u6b63\u7684 Data Agent\u3002<\/p>\n

      Q: Data Agent \u7684\u5206\u6790\u7ed3\u679c\u80fd\u76f4\u63a5\u7528\u4e8e\u51b3\u7b56\u5417？<\/p>\n

      A: \u5efa\u8bae\u6d41\u7a0b\u662f"Agent \u4ea7\u51fa\u2192\u4eba\u5de5\u5ba1\u6838\u786e\u8ba4\u2192\u8fdb\u5165\u51b3\u7b56"，\u800c\u4e0d\u662f\u76f2\u76ee\u4fe1\u4efb\u5168\u81ea\u52a8\u8f93\u51fa\u3002\u6bcf\u4e00\u6b65\u5f52\u56e0\u3001\u6bcf\u4e00\u6761 SQL\u3001\u6bcf\u4e00\u4e2a\u4e2d\u95f4\u7ed3\u8bba\u90fd\u53ef\u5ba1\u67e5，\u4eba\u59cb\u7ec8\u662f\u628a\u5173\u7684\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u4f01\u4e1a\u9009\u578b\u65f6，\u6700\u5e38\u89c1\u7684\u8bef\u533a\u662f\u628a\\”Data Agent\\”\u5f53\u6210\\”\u66f4\u806a\u660e\u7684 ChatBI\\”\u2014\u2014\u540c\u4e00\u4e2a\u4ea7\u54c1\u7684\u4e24\u4e2a\u7248\u672c，\u80fd\u529b\u66f4\u5f3a\u4e00\u70b9\u3001\u4ef7\u683c\u66f4\u8d35\u4e00\u70b9\u3002\u672c\u6587\u7528\u4e94\u7ea7\u80fd\u529b\u6210\u719f\u5ea6\u6a21\u578b\u628a\u8d5b\u9053\u62c6\u6e05\u695a，\u518d\u4ece\u67b6\u6784\u5c42\u9762\u5256\u6790\u4e94\u4e2a\u6838\u5fc3\u533a\u522b\u3002\u4e00\u53e5\u8bdd\u5148\u7ed9\u7ed3\u8bba：ChatBI \u66ff\u4ee3\u7684\u662f\\”\u8dd1\u6570\u7684\u4eba\\”，Data Agent \u589e\u5f3a\u7684\u662f\\”\u5206\u6790\u7684\u4eba\\”\u2014\u2014\u4e24\u8005\u4e0d\u662f\u5347\u7ea7\u5173\u7cfb，\u662f\u7269\u79cd\u5dee\u522b\u3002\u4e00\u3001\u5148\u7ed9\u7ed3\u8bba：\u4e0d\u662f\\”\u5347\u7ea7\u7248\\”，\u662f\\”\u7269<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[12277,7119,12050,12276,801],"topic":[],"class_list":["post-107776","post","type-post","status-publish","format-standard","hentry","category-server","tag-agentic-bi","tag-chatbi","tag-data-agent","tag-12276","tag-801"],"yoast_head":"\nData Agent \u4e0e\u4f20\u7edf ChatBI \u7684\u6838\u5fc3\u533a\u522b\uff1a\u4f01\u4e1a\u9009\u578b\u6280\u672f\u8bc4\u4f30\u6846\u67b6 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/107776.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Agent \u4e0e\u4f20\u7edf ChatBI \u7684\u6838\u5fc3\u533a\u522b\uff1a\u4f01\u4e1a\u9009\u578b\u6280\u672f\u8bc4\u4f30\u6846\u67b6 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u4f01\u4e1a\u9009\u578b\u65f6，\u6700\u5e38\u89c1\u7684\u8bef\u533a\u662f\u628a"Data Agent"\u5f53\u6210"\u66f4\u806a\u660e\u7684 ChatBI"\u2014\u2014\u540c\u4e00\u4e2a\u4ea7\u54c1\u7684\u4e24\u4e2a\u7248\u672c，\u80fd\u529b\u66f4\u5f3a\u4e00\u70b9\u3001\u4ef7\u683c\u66f4\u8d35\u4e00\u70b9\u3002\u672c\u6587\u7528\u4e94\u7ea7\u80fd\u529b\u6210\u719f\u5ea6\u6a21\u578b\u628a\u8d5b\u9053\u62c6\u6e05\u695a，\u518d\u4ece\u67b6\u6784\u5c42\u9762\u5256\u6790\u4e94\u4e2a\u6838\u5fc3\u533a\u522b\u3002\u4e00\u53e5\u8bdd\u5148\u7ed9\u7ed3\u8bba：ChatBI \u66ff\u4ee3\u7684\u662f"\u8dd1\u6570\u7684\u4eba"，Data Agent \u589e\u5f3a\u7684\u662f"\u5206\u6790\u7684\u4eba"\u2014\u2014\u4e24\u8005\u4e0d\u662f\u5347\u7ea7\u5173\u7cfb，\u662f\u7269\u79cd\u5dee\u522b\u3002\u4e00\u3001\u5148\u7ed9\u7ed3\u8bba：\u4e0d\u662f"\u5347\u7ea7\u7248"，\u662f"\u7269\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/107776.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-20T02:32:36+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/107776.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/107776.html\",\"name\":\"Data Agent \u4e0e\u4f20\u7edf ChatBI \u7684\u6838\u5fc3\u533a\u522b\uff1a\u4f01\u4e1a\u9009\u578b\u6280\u672f\u8bc4\u4f30\u6846\u67b6 - 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