{"id":112339,"date":"2024-05-21T13:09:50","date_gmt":"2024-05-21T12:09:50","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=112339"},"modified":"2024-09-20T17:46:04","modified_gmt":"2024-09-20T16:46:04","slug":"using-genai-for-lease-interrogation","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/using-genai-for-lease-interrogation\/","title":{"rendered":"\u4f7f\u7528 GenAI \u8fdb\u884c\u79df\u8d41\u5ba1\u8baf"},"content":{"rendered":"

\u4f5c\u8005<\/h2><\/div>\"Image\"

\u514b\u91cc\u65af\u6258\u5f17-\u5fb7-\u683c\u9c81\u672c<\/h3><\/div>

\u82f1\u56fd ARTEFACT \u516c\u53f8\u8463\u4e8b\u517c\u7269\u4e1a\u4e3b\u7ba1<\/p>\n<\/div><\/div><\/div>

\u4f5c\u8005<\/h2><\/div>\"Image\"

\u5c3c\u59c6\u4ec0-\u5e15\u7279\u5c14<\/h3><\/div>

\u82f1\u56fd ARTEFACT \u54a8\u8be2\u7ecf\u7406<\/p>\n<\/div><\/div><\/div>

\u4f5c\u8005<\/h2><\/div>\"Image\"

\u739b\u5c14\u5854-\u963f\u67f3-\u5361\u62c9\u65af\u79d1\u8428<\/h3><\/div>

\u82f1\u56fd ARTEFACT \u9ad8\u7ea7\u6570\u636e\u79d1\u5b66\u5bb6<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u968f\u7740\u5f53\u4eca\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0c\u8fc7\u53bb\u590d\u6742\u7e41\u7410\u7684\u5de5\u4f5c\u73b0\u5728\u53ef\u4ee5\u5feb\u901f\u9ad8\u6548\u5730\u5b8c\u6210\u3002\u5386\u53f2\u79df\u8d41\u67e5\u8be2\u5c31\u662f\u5176\u4e2d\u4e00\u4e2a\u4f8b\u5b50\u3002\u5229\u7528\u5b9a\u5236\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u5b89\u5168\u7684\u6c99\u76d2\u73af\u5883\uff0c\u5728\u5176\u4e2d\u4e0a\u4f20\u6240\u6709\u5386\u53f2\u623f\u5730\u4ea7\u79df\u8d41\u4fe1\u606f\u3002.<\/p>\n

\u8fd9\u5c06\u4f7f\u516c\u53f8\u5185\u7684\u4efb\u4f55\u7528\u6237\u90fd\u80fd\u8bbf\u95ee\u804a\u5929\u673a\u5668\u4eba\uff0c\u5c31\u79df\u8d41\u7684\u4efb\u4f55\u65b9\u9762\u5411\u5176\u63d0\u51fa\u81ea\u7136\u8bed\u8a00\u95ee\u9898\u3002\u8fd9\u5b9e\u8d28\u4e0a\u6210\u4e3a\u4e86\u4e00\u79cd\u52a8\u6001\u79df\u8d41\u7ba1\u7406\u5de5\u5177\uff0c\u6240\u6709\u7528\u6237\u90fd\u80fd\u901a\u8fc7\u6307\u5c16\u5373\u65f6\u83b7\u5f97\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u89c1\u89e3\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u95ee\u9898\u51fa\u5728\u54ea\u91cc<\/h2><\/div>

\u5982\u4eca\uff0c\u5927\u591a\u6570\u4e1a\u4e3b\u90fd\u5fc5\u987b\u5904\u7406\u5927\u91cf\u7684\u5386\u53f2\u79df\u7ea6\u3002\u8fd9\u4e9b\u6570\u636e\u901a\u5e38\u6c47\u603b\u5728\u5e9e\u5927\u800c\u590d\u6742\u7684\u7535\u5b50\u8868\u683c\u4e2d\uff0c\u5076\u5c14\u4e5f\u4f1a\u51fa\u73b0\u5728\u4e13\u7528\u79df\u8d41\u7ba1\u7406\u8f6f\u4ef6\u4e2d\u3002\u73b0\u6709\u7684\u89e3\u51b3\u65b9\u6848\u662f\u9759\u6001\u7684\u3001\u50f5\u5316\u7684\u3001\u4f4e\u6548\u7684\uff0c\u8fd9\u53ef\u80fd\u4f1a\u4ea7\u751f\u632b\u8d25\u611f\u3002\u5b83\u4eec\u4e5f\u4e0d\u591f\u7075\u6d3b\uff0c\u53ea\u80fd\u63d0\u4f9b\u4e00\u4e9b\u529f\u80fd\u6709\u9650\u7684\u89c1\u89e3\u3002\u4efb\u4f55\u8d85\u51fa\u89c4\u5b9a KPI \u7684\u95ee\u9898\u90fd\u9700\u8981\u4eba\u5de5\u9605\u8bfb\uff08\u901a\u5e38\u662f\u6570\u767e\u4efd\u751a\u81f3\u6570\u5343\u4efd\uff09\u79df\u8d41\u5408\u540c\u3002\u6d1e\u5bdf\u56e2\u961f\u9700\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u6765\u751f\u6210\u6295\u8d44\u7ec4\u5408\u548c\u79df\u7ea6\u7684\u6f14\u793a\u6587\u7a3f\uff0c\u4ece\u800c\u4f7f\u9ad8\u7ba1\u65e0\u6cd5\u83b7\u5f97\u6709\u52a9\u4e8e\u51b3\u7b56\u7684\u65f6\u6548\u6027\u6d1e\u5bdf\u3002.<\/p>\n<\/div>

\u89e3\u51b3\u65b9\u6848<\/h2><\/div>

Artefact \u5f00\u53d1\u4e86\u4e13\u6709\u7684\u79df\u8d41\u8d44\u6e90\u7ba1\u7406\u5668\uff08Lease Explorer\uff09\u5de5\u5177\uff0c\u76f4\u63a5\u89e3\u51b3\u4e86\u623f\u5730\u4ea7\u7ba1\u7406\u4eba\u5458\u7684\u96be\u9898\u3002\u8fd9\u662f\u4e00\u6b3e\u4e13\u95e8\u5b9a\u5236\u7684\u5de5\u5177\uff0c\u53ef\u5728\u5305\u542b\u5386\u53f2\u7269\u4e1a\u79df\u8d41\u5408\u540c\u7684\u6c99\u76d2\u4e13\u6709\u73af\u5883\u4e2d\u5feb\u901f\u90e8\u7f72\u529f\u80fd\u5f3a\u5927\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u7136\u540e\uff0c\u623f\u5730\u4ea7\u7ba1\u7406\u4eba\u5458\u5c31\u53ef\u4ee5\u4f7f\u7528\u7c7b\u4f3c ChatGPT \u7684\u754c\u9762\u76f4\u63a5\u67e5\u8be2\u81ea\u5df1\u7684\u5386\u53f2\u79df\u7ea6\u3002.<\/p>\n<\/div>

\u79df\u8d41\u63a2\u7d22\u5668\u5305\u62ec\u4e94\u5927\u6b65\u9aa4\uff1a<\/p>\n<\/div>

  • <\/i><\/span>
    \n

    \u79df\u8d41\u6444\u5165<\/strong>:\u5c06\u6240\u6709\u5386\u53f2\u79df\u7ea6\u4e0a\u4f20\u5230\u901a\u7528\u7684 data platform\u3002.<\/p>\n<\/div><\/li>

  • <\/i><\/span>
    \n

    \u5173\u952e\u4fe1\u606f\u7684\u63d0\u53d6\u548c\u51c6\u5907<\/strong>:\u6839\u636e\u79df\u8d41\u4fe1\u606f\u7684\u673a\u5668\u53ef\u8bfb\u6027\uff0c\u91c7\u7528\u5404\u79cd\u4fe1\u606f\u63d0\u53d6\u5de5\u5177\uff0c\u5305\u62ec\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u548c\u7f51\u7edc\u722c\u884c\u3002\u4e4b\u540e\uff0c\u5bf9\u4fe1\u606f\u8fdb\u884c\u5904\u7406\uff0c\u5e76\u5c06\u5173\u952e\u8981\u7d20\u63d0\u53d6\u4e3a\u8868\u683c\u683c\u5f0f\u3002.<\/p>\n<\/div><\/li>

  • <\/i><\/span>
    \n

    \u95ee\u7b54\u804a\u5929\u673a\u5668\u4eba<\/strong>:\u90e8\u7f72\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u95ee\u7b54\u804a\u5929\u673a\u5668\u4eba\u754c\u9762\uff0c\u7ba1\u7406\u4eba\u5458\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\u3002.<\/p>\n<\/div><\/li>

  • <\/i><\/span>
    \n

    \u4fe1\u606f\u68c0\u7d22<\/strong>:\u5c06\u539f\u59cb\u67e5\u8be2\u548c\u68c0\u7d22\u5230\u7684\u76f8\u5173\u4fe1\u606f\u6e90\u4f20\u9012\u7ed9 LLM\u3002.<\/p>\n<\/div><\/li>

  • <\/i><\/span>
    \n

    \u751f\u6210 LLM \u54cd\u5e94<\/strong>:LLM \u4f1a\u751f\u6210\u4e00\u4e2a\u8fde\u8d2f\u7684\u56de\u590d\uff0c\u8fde\u540c\u68c0\u7d22\u5230\u7684\u4fe1\u606f\u6e90\u4e00\u8d77\u53cd\u9988\u7ed9\u7528\u6237\uff0c\u4ee5\u56de\u7b54\u4ed6\u4eec\u7684\u95ee\u9898\u3002.<\/p>\n<\/div><\/li><\/ul>

    \u6bcb\u5eb8\u7f6e\u7591\uff0c\u91c7\u7528\u4e0a\u8ff0\u5de5\u5177\u9700\u8981\u4e00\u6bb5\u65f6\u95f4\u7684\u57fa\u672c\u53d8\u9769\u7ba1\u7406\uff0c\u56e0\u4e3a\u9700\u8981\u91c7\u7528\u65b0\u7684\u4e1a\u52a1\u6d41\u7a0b\u548c\u5de5\u4f5c\u65b9\u5f0f\u3002.<\/p>\n<\/div>

    <\/span><\/div>

    \u53ef\u4ee5\u56de\u7b54\u54ea\u4e9b\u81ea\u7136\u8bed\u8a00\u95ee\u9898<\/h2><\/div>

    \u968f\u7740 \u79df\u8d41\u63a2\u7d22<\/em>, \u56e0\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e9b\u81ea\u7136\u8bed\u8a00\u63d0\u793a\uff0c\u4f9b\u623f\u5730\u4ea7\u7ecf\u7406\u4eba\u5411\u8be5\u5de5\u5177\u7684\u804a\u5929\u673a\u5668\u4eba\u63d0\u95ee\u3002\u5f53\u7136\uff0c\u8be5\u5de5\u5177\u80fd\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u51c6\u786e\u8fd4\u56de\u5bf9\u4ee5\u4e0b\u975e\u8be6\u5c3d\u95ee\u9898\u5217\u8868\u7684\u56de\u590d\uff0c\u53d6\u51b3\u4e8e\u8f93\u5165 data \u7684\u8d28\u91cf\u3001\u7ed3\u6784\u548c\u53ef\u7528\u6027\uff0c\u8fd9\u53ef\u80fd\u9700\u8981\u8bbf\u95ee\u79df\u8d41\u6587\u4ef6\u4ee5\u5916\u7684\u4fe1\u606f\u3002.<\/p>\n<\/div>

    • <\/i><\/span>
      \n

      \u5728\u672a\u6765\u516d\u4e2a\u6708\u5185\uff0c\u6709\u591a\u5c11\u9996\u6b21\u79df\u623f\u8005\u7684\u79df\u7ea6\u9700\u8981\u7eed\u7b7e\uff1f\u8fd9\u4e9b\u5355\u4f4d\u4f4d\u4e8e\u4f55\u5904\uff0c\u5e73\u5747\u79df\u91d1\u662f\u591a\u5c11\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u660e\u5e74\u5373\u5c06\u7eed\u7b7e\u7684\u79df\u7ea6\u4ef7\u503c\u662f\u591a\u5c11\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u80fd\u5426\u6309\u6708\/\u5e74\u5217\u51fa\u6211\u5373\u5c06\u5230\u671f\u7684\u79df\u7ea6\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5728\u6211\u76ee\u524d\u7684\u79df\u7ea6\u4e2d\uff0c\u4f60\u80fd\u544a\u8bc9\u6211\u5199\u5b57\u697c\u6240\u5360\u7684\u6bd4\u4f8b\uff08\u6309\u4ef7\u503c\u8ba1\u7b97\uff09\u662f\u591a\u5c11\uff1f\u6df7\u5408\u7528\u9014\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u6709\u591a\u5c11\u7259\u533b\u4ece\u6211\u8fd9\u91cc\u79df\u623f\uff1f\u4ed6\u4eec\u79df\u8d41\u7684\u5e73\u5747\u9762\u79ef\u662f\u591a\u5c11\uff1f\u4f60\u80fd\u5e2e\u6211\u5728\u56fe\u8868\u4e0a\u6807\u51fa\u5417\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5728\u8fc7\u53bb\u4e24\u5e74\u4e2d\uff0c\u6709\u591a\u5c11\u5546\u4e1a\u79df\u6237\u884c\u4f7f\u4e86\u7eed\u7ea6\u9009\u62e9\u6743\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u7279\u5b9a\u533a\u57df\uff081 \u533a\uff09\uff08\u5546\u4e1a\uff09\u79df\u6237\u7684\u5e73\u5747\u79df\u8d41\u671f\u9650\u662f\u591a\u957f\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5728\u8fc7\u53bb\u4e09\u5e74\u4e2d\uff0c\u6211\u4eec\u7684\u6295\u8d44\u7ec4\u5408\u4e2d\u6709\u54ea\u4e9b\u4e0d\u5bfb\u5e38\u7684\u5347\u7ea7\u6761\u6b3e\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u60a8\u80fd\u7ed9\u6211\u770b\u4e00\u4e0b\u8d2d\u7269\u4e2d\u5fc3\u5185\u7684\u96f6\u552e\u7269\u4e1a\u4e0e\u72ec\u7acb\u5546\u4e1a\u5730\u70b9\u7684\u79df\u8d41\u6761\u6b3e\u6bd4\u8f83\u5417\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5728\u8fc7\u53bb\u4e24\u5e74\u4e2d\uff0c\u6211\u4eec\u7684\u79df\u7ea6\u4e2d\u8981\u6c42\u7684\u5e73\u5747\u62bc\u91d1\u6570\u989d\u662f\u591a\u5c11\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u60a8\u80fd\u5426\u63d0\u4f9b\u6309\u5730\u7406\u533a\u57df\uff08\u5e02\u3001\u53bf\u7b49\uff09\u5212\u5206\u7684\u6295\u8d44\u7ec4\u5408\u79df\u91d1\u6536\u5165\u660e\u7ec6\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u6709\u591a\u5c11\u5546\u4e1a\u79df\u7ea6\u5305\u542b\u8f6c\u79df\u9009\u62e9\u6743\uff0c\u884c\u4f7f\u8be5\u9009\u62e9\u6743\u7684\u79df\u6237\u6bd4\u4f8b\u662f\u591a\u5c11\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5305\u542b\u79df\u91d1\u51cf\u514d\u6761\u6b3e\u7684\u5546\u4e1a\u79df\u7ea6\u5360\u591a\u5927\u6bd4\u4f8b\uff0c\u79df\u91d1\u51cf\u514d\u671f\u7684\u5e73\u5747\u671f\u9650\u662f\u591a\u957f\uff1f<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5728\u672a\u6765 6 \u4e2a\u6708\u5185\u5c06\u5230\u671f\u7684\u5e26\u6709\u4e2d\u6b62\u6761\u6b3e\u7684\u79df\u7ea6\u5360\u6295\u8d44\u7ec4\u5408\u7684\u591a\u5927\u6bd4\u4f8b\uff1f<\/p>\n<\/div><\/li><\/ul>

      \u8fd9\u6837\u505a\u6709\u4ec0\u4e48\u597d\u5904<\/h2><\/div>

      \u91c7\u7528\u50cf Enterprise ChatGPT \u8fd9\u6837\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u5c06\u4e3a\u623f\u5730\u4ea7\u4e13\u4e1a\u4eba\u58eb\u5e26\u6765\u4e00\u7cfb\u5217\u597d\u5904\u3002\u9996\u5148\uff0c\u8be5\u5de5\u5177\u53ef\u80fd\u4f1a\u5728\u83b7\u53d6\u6d1e\u5bdf\u529b\u7684\u901f\u5ea6\u65b9\u9762\u5e26\u6765\u5de8\u5927\u53d8\u5316\uff0c\u4ece\u800c\u6781\u5927\u5730\u589e\u5f3a\u51b3\u7b56\u8005\u5feb\u901f\u83b7\u53d6\u5173\u952e\u4fe1\u606f\u7684\u80fd\u529b\u3002\u6b64\u5916\uff0c\u8fd9\u79cd\u5de5\u5177\u8fd8\u5177\u6709\u53ef\u6269\u5c55\u6027\u548c\u9002\u5e94\u6027\uff0c\u80fd\u591f\u6444\u53d6\u4e0d\u65ad\u589e\u957f\u7684\u79df\u8d41 data \u91cf\uff0c\u8fd9\u5bf9\u4e8e\u5e2e\u52a9\u623f\u5730\u4ea7\u4f01\u4e1a\u9762\u5411\u672a\u6765\uff0c\u6ee1\u8db3\u884c\u4e1a\u65e5\u76ca\u589e\u957f\u7684\u9700\u6c42\u975e\u5e38\u5b9d\u8d35\u3002.<\/p>\n<\/div>

      \u91c7\u7528\u8fd9\u79cd\u5de5\u5177\u5f88\u53ef\u80fd\u4e5f\u4f1a\u5728\u623f\u5730\u4ea7\u516c\u53f8\u5185\u90e8\u4ea7\u751f\u9636\u8dc3\u6027\u53d8\u5316\u3002\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u5c06\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u5bf9\u4ee5\u524d\u624b\u5de5\u64cd\u4f5c\u7684\u4f9d\u8d56\u3002\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u4e0d\u518d\u4f9d\u8d56\u7535\u5b50\u8868\u683c\u7684\u5ec9\u6d01\u6027\u548c\u5173\u952e\u7ba1\u7406\u4eba\u5458\u7684\u6301\u7eed\u670d\u52a1\uff0c\u800c\u662f\u80fd\u591f\u76f4\u63a5\u63a5\u53d7\u7ba1\u7406\u4eba\u5458\u4ee5\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u7684\u95ee\u9898\uff0c\u5e76\u53ca\u65f6\u63d0\u4f9b\u51c6\u786e\u7684\u7b54\u590d\u3002\u4ece\u6839\u672c\u4e0a\u8bb2\uff0c\u51cf\u5c11\u4e86\u5bf9\u5173\u952e\u4f9d\u8d56data\u641c\u7d22\u548c\u68c0\u7d22\u7684\u8fc7\u5ea6\u4f9d\u8d56\uff0c\u4e3a\u7ba1\u7406\u4eba\u5458\u51cf\u5c11\u6d1e\u5bdf\u529b\u751f\u6210\u8fc7\u7a0b\u4e2d\u6240\u9700\u7684\u8d44\u6e90\u63d0\u4f9b\u4e86\u7a7a\u95f4\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u4ece\u8fd9\u79cd\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u4e2d\u83b7\u5f97\u6700\u4f73\u4ef7\u503c\uff0c\u91c7\u7528\u8fd9\u79cd\u5de5\u5177\u53ef\u80fd\u9700\u8981\u4f01\u4e1a\u7ecf\u5386\u4e00\u4e2a\u53d8\u9769\u6027\u7684 data \u536b\u751f\u6d41\u7a0b\uff0c\u4ece\u800c\u63d0\u9ad8 data \u7ba1\u7406\u7684\u5185\u90e8\u95e8\u69db\uff0c\u56e0\u4e3a\u6240\u751f\u6210\u7684\u6d1e\u5bdf\u529b\u53ea\u80fd\u4e0e\u6574\u7406\u7684\u4fe1\u606f\u4e00\u6837\u597d\u3002.<\/p>\n<\/div>

      \u4e0e\u4f20\u7edf\u7684\u4eba\u5de5\u667a\u80fd\/ML \u89e3\u51b3\u65b9\u6848\u76f8\u6bd4\uff0cGenAI \u5de5\u5177\u8fd8\u5177\u6709\u67d0\u4e9b\u4f18\u52bf\u3002\u4f20\u7edf\u4e0a\uff0c\u8981\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u8bad\u7ec3\u548c\u8bc4\u4f30\u4e00\u4e2a\u6a21\u578b\uff0c\u9700\u8981\u5927\u91cf\u6807\u8bb0\u7684 data \u6570\u636e\u3002\u6709\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u5c31\u4e0d\u518d\u9700\u8981\u8fd9\u6837\u505a\u4e86\uff0c\u4ece\u800c\u52a0\u5feb\u4e86\u6b64\u7c7b\u89e3\u51b3\u65b9\u6848\u7684\u5f00\u53d1\u901f\u5ea6\u3002\u6b64\u5916\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5141\u8bb8\u89e3\u51b3\u65b9\u6848\u4e0d\u65ad\u6f14\u8fdb\u548c\u53d8\u5316\uff0c\u800c\u65e0\u9700\u8fdb\u884c\u5927\u91cf\u989d\u5916\u7684\u8fd4\u5de5\u548c\u5f00\u53d1--\u89e3\u51b3\u65b9\u6848\u53ef\u4ee5\u66f4\u52a0\u7075\u6d3b\uff0c\u4e0d\u90a3\u4e48\u6b7b\u677f\u3002.<\/p>\n<\/div>

      \u5982\u4f55\u786e\u5b9a\u51c6\u786e\u6027<\/h2><\/div>

      \u9996\u6b21\u5b9e\u65bd\u4e00\u79cd\u65b0\u578b\u4eba\u5de5\u667a\u80fd\u5de5\u5177\uff0c\u5e76\u4f7f\u5176\u4ec5\u901a\u8fc7\u63d0\u793a\u5c31\u80fd\u4ea7\u751f\u5f3a\u5927\u7684\u6267\u884c\u6d1e\u5bdf\u529b\uff0c\u8fd9\u65e0\u7591\u662f\u4e00\u4ef6\u4ee4\u4eba\u751f\u754f\u7684\u4e8b\u60c5\uff0c\u5c24\u5176\u662f\u8003\u8651\u5230 GenAI \u4f17\u6240\u5468\u77e5\u7684 \u201c\u5e7b\u89c9 \u201d\u7f3a\u70b9\u3002\u4ee5\u4e0b\u6b65\u9aa4\u82e5\u80fd\u534f\u540c\u5b9e\u65bd\uff0c\u5e94\u80fd\u63d0\u4f9b\u8db3\u591f\u7684\u9632\u8303\u63aa\u65bd\uff0c\u786e\u4fdd\u4ece\u8be5\u5de5\u5177\u4e2d\u83b7\u53d6\u6700\u5927\u4ef7\u503c\u3002.<\/p>\n<\/div>

      • <\/i><\/span>
        \n

        \u6839\u636e\u5b9e\u9645\u79df\u8d41\u6587\u4ef6\u8fed\u4ee3\u4eba\u5de5\u667a\u80fd\u7684\u5b9a\u4e49\uff0c\u4f7f\u6a21\u578b\u6709\u8db3\u591f\u7684\u884c\u4e1a\u548c\u516c\u53f8\u7279\u5b9a\u80cc\u666f\u6765\u63d0\u4f9b\u7b54\u6848\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u4e0d\u65ad\u9a8c\u8bc1\u6d41\u7a0b\uff0c\u4ee5\u5b8c\u5584\u6a21\u578b\u6027\u80fd\u5e76\u63d0\u9ad8\u51c6\u786e\u6027\uff0c\u540c\u65f6\u5728\u56de\u8def\u4e2d\u52a0\u5165\u4eba\u5de5\uff08\u5373\u4eba\u5de5\u9a8c\u8bc1\u6a21\u578b\u7684\u7b54\u6848\uff09\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u91c7\u7528 \u2018\u8fb9\u6d4b\u8bd5\u8fb9\u5b66\u4e60 \u2019\u7684\u65b9\u6cd5\uff0c\u5c06\u76f8\u5173\u8bc4\u5ba1\u4eba\u5458\u7684\u53cd\u9988\u610f\u89c1\u53cd\u9988\u5230\u89e3\u51b3\u65b9\u6848\u4e2d\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u5236\u5b9a\u8be6\u7ec6\u7684\u5206\u6b65\u8bf4\u660e\u548c\u8b66\u6212\u7ebf\uff0c\u786e\u4fdd\u4e2d\u95f4\u548c\u6700\u7ec8\u4ea7\u51fa\u51c6\u786e\u65e0\u8bef\uff0c\u7b26\u5408\u516c\u53f8\u5177\u4f53\u60c5\u51b5\uff0c\u6ca1\u6709\u5e7b\u89c9\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u5b9a\u671f\u8fdb\u884c\u8d28\u91cf\u4fdd\u8bc1\u68c0\u67e5\uff0c\u4ee5\u6838\u5b9e\u4fe1\u606f\u7684\u51c6\u786e\u6027\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u91c7\u7528\u4e0d\u540c\u7684\u6d4b\u8bd5\u95ee\u9898\u548c\u7b54\u6848\u6765\u9a8c\u8bc1\u6a21\u578b\uff0c\u4ee5\u786e\u5b9a\u7cfb\u7edf\u7684\u4f18\u7f3a\u70b9\uff0c\u4ece\u800c\u6539\u8fdb\u63d0\u793a\uff0c\u5e76\u786e\u5b9a\u662f\u5426\u9700\u8981\u589e\u52a0\u6784\u4ef6\u548c\u9632\u62a4\u680f\u3002.<\/p>\n<\/div><\/li><\/ul>

        \u5b58\u5728\u54ea\u4e9b\u9650\u5236<\/h2><\/div>

        \u8981\u4f7f\u8fd9\u4e00\u89e3\u51b3\u65b9\u6848\u8fbe\u5230\u9884\u671f\u6548\u679c\uff0c\u9700\u8981\u8003\u8651\u5f88\u591a\u56e0\u7d20\u3002\u9996\u5148\uff0c\u7531\u4e8e\u623f\u5730\u4ea7\u884c\u4e1a\u5728\u5730\u70b9\u548c\u7acb\u6cd5\u65b9\u9762\u7684\u7279\u6b8a\u6027\uff0c\u8be5\u6a21\u5f0f\u5f88\u53ef\u80fd\u4ec5\u9650\u4e8e\u82f1\u56fd\u79df\u8d41\u3002\u5176\u6b21 \u79df\u8d41\u63a2\u7d22<\/em> \u7531\u4e8e\u53ea\u80fd\u67e5\u8be2\u73b0\u6709\u6587\u4ef6\u7684\u5386\u53f2\u6027\u80fd\uff0c\u56e0\u6b64\u4e0d\u5177\u5907\u9884\u6d4b\u80fd\u529b\u3002.<\/p>\n<\/div>

        \u6b64\u5916\uff0c\u4e0e\u5176\u4ed6\u57fa\u4e8e GenAI \u7684\u5de5\u5177\u4e00\u6837\uff0c\u8be5 \u79df\u8d41\u63a2\u7d22<\/em> \u5982\u679c\u7528\u6237\u63d0\u793a\u4e0d\u660e\u786e\u3001\u542b\u7cca\u4e0d\u6e05\uff0c\u5c31\u5f88\u96be\u8fbe\u5230\u9884\u671f\u6548\u679c\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5efa\u8bae\u7528\u6237\u5411\u804a\u5929\u754c\u9762\u6b63\u786e\u63d0\u95ee\uff0c\u5c31\u50cf\u5411\u623f\u5730\u4ea7\u56e2\u961f\u7684\u5206\u6790\u5e08\u63d0\u95ee\u4e00\u6837\u3002.<\/p>\n<\/div>

        \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5c06 PDF \u6587\u6863\u8bfb\u53d6\u548c\u5904\u7406\u4e3a\u673a\u5668\u53ef\u8bfb\u683c\u5f0f\u9700\u8981 OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\uff0c\u8fd9\u4e5f\u662f\u6444\u53d6\u8fc7\u7a0b\u4e2d\u7684\u4e00\u4e2a\u5fc5\u8981\u6b65\u9aa4\u3002\u673a\u5668\u65e0\u6cd5\u8bfb\u53d6\u6216\u9875\u9762\u683c\u5f0f\u548c\u7ed3\u6784\u590d\u6742\u7684\u6587\u6863\u53ef\u80fd\u65e0\u6cd5\u88ab\u6b63\u786e\u6444\u53d6\uff0c\u8fd9\u5f88\u53ef\u80fd\u4f1a\u5f71\u54cd\u63d0\u53d6\u4fe1\u606f\u548c\u63d0\u4f9b\u53ef\u9760\u7b54\u6848\u7b49\u4efb\u52a1\u3002.<\/p>\n<\/div>

        \u6b64\u5916\uff0c\u8981\u56de\u7b54\u5b9a\u91cf\u5206\u6790\u95ee\u9898\uff0c\u8fd8\u9700\u8981\u8fdb\u4e00\u6b65\u7684\u8fc7\u7a0b\uff1a<\/p>\n<\/div>

        • <\/i><\/span>
          \n

          \u4ece\u79df\u7ea6\u4e2d\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u5c06\u8fd9\u4e9b\u63d0\u53d6\u7684\u5c5e\u6027\u4ee5\u7ed3\u6784\u5316\u548c\u8868\u683c\u7684\u5f62\u5f0f\u653e\u5165 database \u4e2d\u3002\u8fd9\u4e00\u8fc7\u7a0b\u4e5f\u53ef\u901a\u8fc7\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5b9e\u73b0\u81ea\u52a8\u5316\uff0c\u5728\u5f00\u53d1\u548c\u90e8\u7f72\u65f6\u95f4\u65b9\u9762\u6bd4\u4eba\u5de5\u63d0\u53d6\u66f4\u6709\u4f18\u52bf\u3002\u63d0\u53d6\u7684 data \u8fd8\u53ef\u7528\u4f5c\u4f20\u7edf\u4e1a\u52a1\u4eea\u8868\u76d8\u548c reports \u7684\u6e90 data\uff0c\u5c06\u8fd9\u9879\u4efb\u52a1\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u4e1a\u52a1\u7528\u4f8b\u3002\u8bf7\u6ce8\u610f\uff0c\u53ea\u6709\u5f53\u8981\u67e5\u8be2\u7684 data \u5c1a\u672a\u4ee5\u7ed3\u6784\u5316\u5f62\u5f0f\u5b58\u5728\u4e8e data \u5e93\u4e2d\u65f6\uff0c\u624d\u9700\u8981\u6267\u884c\u6b64\u6b65\u9aa4\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u67e5\u8be2\u4ece\u6587\u6863\u4e2d\u63d0\u53d6\u7684\u7ed3\u6784\u5316 data\uff0c\u5c06\u7528\u6237\u63d0\u51fa\u7684\u81ea\u7136\u8bed\u8a00\u95ee\u9898\u8f6c\u6362\u4e3a SQL \u4ee3\u7801\uff0c\u7136\u540e\u5728\u5236\u8868\u7684 data \u4e0a\u6267\u884c\u3002\u975e\u7ed3\u6784\u5316\u6587\u6863\u4e5f\u53ef\u7528\u4e8e\u5229\u7528 data \u7684\u4e24\u4e2a\u6765\u6e90\uff0c\u63d0\u4f9b\u4e00\u4e2a\u53ef\u5373\u65f6\u751f\u6210\u4e30\u5bcc\u5b9a\u91cf\u89c1\u89e3\u7684\u7cfb\u7edf\u3002.<\/p>\n<\/div><\/li><\/ul>

          \u8d39\u7528\u548c\u8981\u6c42<\/h2><\/div>

          Artefact \u7684\u90e8\u7f72\u548c\u6587\u5316\u9002\u5e94 \u79df\u8d41\u63a2\u7d22<\/em> \u8be5\u5de5\u5177\u7684\u5408\u7406\u8d39\u7528\u7ea6\u4e3a 4.5 \u4e07\u82f1\u9551\uff0c\u6839\u636e\u6240\u9009\u62e9\u7684\u529f\u80fd\uff0c\u81f3\u5c11\u9700\u8981\u56db\u5468\u7684\u5408\u4f5c\u65f6\u95f4\u3002\u5f53\u7136\uff0c\u524d\u63d0\u662f\u4e0a\u4f20\u7684\u79df\u7ea6\u90fd\u662f\u673a\u5668\u53ef\u8bfb\u7684\uff0c\u57fa\u672c\u76f8\u4f3c\uff0c\u5e76\u4e14\u662f\u82f1\u6587\u7684\u3002\u5728\u90e8\u7f72\u79df\u8d41\u8d44\u6e90\u7ba1\u7406\u5668\u4e4b\u540e\uff0c\u9700\u8981\u6301\u7eed\u8ba2\u9605\u7528\u4e8e\u6784\u5efa\u5b9a\u5236\u5de5\u5177\u7684\u4efb\u4f55 GenAI LLM\u3002.<\/p>\n<\/div>

          \u4e3a\u4ec0\u4e48\u9009\u62e9 Artefact\uff1f<\/h2><\/div>

          Artefact \u662f\u4e00\u5bb6\u5168\u7403\u9886\u5148\u7684\u54a8\u8be2\u516c\u53f8\uff0c\u81f4\u529b\u4e8e\u52a0\u5feb data \u548c\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528\uff0c\u4ece\u800c\u5bf9\u4eba\u5458\u548c\u7ec4\u7ec7\u4ea7\u751f\u79ef\u6781\u5f71\u54cd\u3002\u6211\u4eec\u4e13\u6ce8\u4e8edata\u8f6c\u578b\u548cdata marketing\uff0c\u4ee5\u63a8\u52a8\u6574\u4e2a\u4f01\u4e1a\u4ef7\u503c\u94fe\u53d6\u5f97\u5207\u5b9e\u7684\u4e1a\u52a1\u6210\u679c\u3002Artefact\u63d0\u4f9b\u6700\u5168\u9762\u7684data-driven\u89e3\u51b3\u65b9\u6848\uff0c\u5efa\u7acb\u5728\u6df1\u539a\u7684data\u79d1\u5b66\u548c\u5c16\u7aef\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e4b\u4e0a\uff0c\u5728\u82f1\u56fd\u623f\u5730\u4ea7\u884c\u4e1a\u5927\u89c4\u6a21\u4ea4\u4ed8\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u3002.<\/p>\n<\/div>

          \u6211\u4eec\u662f\u4f4f\u5b85\u3001\u5546\u4e1a\u3001\u5de5\u4e1a\u548c\u4e13\u4e1a\u8d44\u4ea7\u7c7b\u623f\u5730\u4ea7\u4f01\u4e1a\u503c\u5f97\u4fe1\u8d56\u7684\u5408\u4f5c\u4f19\u4f34\u3002\u6211\u4eec\u7684\u5408\u4f5c\u4f19\u4f34\u5305\u62ec\u5bcc\u65f6 350 \u6307\u6570\u4e0a\u5e02\u516c\u53f8\u548c\u7c7b\u4f3c\u89c4\u6a21\u7684\u79c1\u8425\u673a\u6784\u3002\u6211\u4eec\u7684\u4e13\u4e1a\u623f\u5730\u4ea7\u56e2\u961f\u5728\u623f\u5730\u4ea7\u9886\u57df\u62e5\u6709 20 \u591a\u5e74\u7684\u7ecf\u9a8c\uff0c\u5305\u62ec\u623f\u5730\u4ea7\u4f30\u4ef7\u3001\u57ce\u5e02\u89c4\u5212\u3001\u5f00\u53d1\u548c\u878d\u8d44\u65b9\u9762\u7684\u4e13\u5bb6\u548c\u7279\u8bb8\u4e13\u4e1a\u4eba\u58eb\u3002.<\/p>\n<\/div>

          \u6211\u4eec\u4ee5\u5f80\u7684\u5de5\u4f5c\u5305\u62ec\u4e0e\u5ba2\u6237\u5171\u540c\u5236\u5b9a\u4ee5 data \u4e3a\u4e3b\u5bfc\u7684\u52a8\u6001\u6218\u7565--\u544a\u77e5\u5ba2\u6237\u5728\u6240\u9009\u5e02\u573a\u4e2d\u7684\u7ade\u4e89\u4f18\u52bf\u548c\u53d6\u80dc\u4e4b\u9053--\u4ee5\u53ca\u91cd\u5927\u8fd0\u8425\u53d8\u9769\uff0c\u5982\u5efa\u7acb\u65b0\u7684\u4e1a\u52a1\u5206\u652f\u548c\u4e3b\u5f20\u3002\u6211\u4eec\u53c2\u4e0e\u8fc7\u623f\u5730\u4ea7\u751f\u547d\u5468\u671f\u7684\u5404\u4e2a\u9636\u6bb5\uff0c\u4ece\u571f\u5730\u8d2d\u7f6e\u5230\u6301\u7eed\u7ef4\u62a4\uff0c\u5e76\u4e0e\u5ba2\u6237\u4e00\u8d77\u79d1\u5b66\u5730\u6539\u8fdb\u8fd9\u4e9b\u6d41\u7a0b\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"

          \u968f\u7740\u5f53\u4eca\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0c\u8fc7\u53bb\u590d\u6742\u7e41\u7410\u7684\u5de5\u4f5c\u73b0\u5728\u53ef\u4ee5\u5feb\u901f\u9ad8\u6548\u5730\u5b8c\u6210\u3002\u5386\u53f2\u79df\u8d41\u67e5\u8be2\u5c31\u662f\u5176\u4e2d\u4e00\u4e2a\u4f8b\u5b50\u3002\u5229\u7528\u5b9a\u5236\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u5b89\u5168\u7684\u6c99\u76d2\u73af\u5883\uff0c\u5728\u5176\u4e2d\u4e0a\u4f20\u6240\u6709\u5386\u53f2\u623f\u5730\u4ea7\u79df\u8d41\u4fe1\u606f\u3002\u8fd9\u5c06\u4f7f\u516c\u53f8\u5185\u7684\u4efb\u4f55\u7528\u6237\u90fd\u80fd\u8bbf\u95ee\u804a\u5929\u673a\u5668\u4eba\uff0c\u5c31\u79df\u8d41\u7684\u4efb\u4f55\u65b9\u9762\u5411\u5176\u63d0\u51fa\u81ea\u7136\u8bed\u8a00\u95ee\u9898\u3002\u8fd9\u5b9e\u8d28\u4e0a\u6210\u4e3a\u4e86\u4e00\u79cd\u52a8\u6001\u79df\u8d41\u7ba1\u7406\u5de5\u5177\uff0c\u6240\u6709\u7528\u6237\u90fd\u80fd\u901a\u8fc7\u6307\u5c16\u5373\u65f6\u83b7\u5f97\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u89c1\u89e3\u3002. <\/p>","protected":false},"featured_media":112340,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[21934],"blog-language":[2991],"class_list":["post-112339","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-real-estate","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/112339","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/112340"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=112339"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=112339"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=112339"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}