{"id":1404825,"date":"2026-09-17T15:08:29","date_gmt":"2026-09-17T14:08:29","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=1404825"},"modified":"2026-09-17T18:07:01","modified_gmt":"2026-09-17T17:07:01","slug":"why-enterprise-ai-needs-more-than-rag-to-reach-production","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/why-enterprise-ai-needs-more-than-rag-to-reach-production\/","title":{"rendered":"\u4f01\u4e1a\u7ea7\u4eba\u5de5\u667a\u80fd\u4e3a\u4f55\u9700\u8981\u66f4\u591a\u6280\u672f\u652f\u6301\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662fRAG\u624d\u80fd\u6295\u5165\u751f\u4ea7"},"content":{"rendered":"

\u5728 Databricks Data + AI\u5cf0\u4f1a<\/strong><\/span>,\u00a0Artefact<\/b>\u00a0\u5411\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u8d1f\u8d23\u4eba\u4f20\u9012\u4e86\u4e00\u4e2a\u660e\u786e\u7684\u4fe1\u606f\uff1a\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u4e0b\u4e00\u9636\u6bb5\uff0c\u4ec5\u9760\u6a21\u578b\u662f\u65e0\u6cd5\u53d6\u80dc\u7684\u3002\u80fd\u591f\u53d6\u80dc\u7684\u5c06\u662f\u90a3\u4e9b\u80fd\u591f\u6784\u5efa\u503c\u5f97\u4fe1\u8d56\u7684data\u3001\u6cbb\u7406\u673a\u5236\u548c\u8bed\u4e49\u57fa\u7840\u7684\u7ec4\u7ec7\uff0c\u8fd9\u4e9b\u662f\u63a8\u52a8\u667a\u80fd\u4ee3\u7406\u4ece\u8bd5\u70b9\u9636\u6bb5\u8fc8\u5411\u6b63\u5f0f\u6295\u5165\u751f\u4ea7\u6240\u5fc5\u9700\u7684\u3002.<\/p>\n

\u672c\u6587\u6700\u521d\u53d1\u8868\u4e8e\u300aT\u300b<\/em>\u300aAI Journal\u300b\uff0c,<\/em> \u8981\u8fdb\u4e00\u6b65\u4e86\u89e3\u4e3a\u4f55\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u4e0d\u8db3\u4ee5\u6ee1\u8db3\u4f01\u4e1a\u7ea7AI\u7684\u9700\u6c42\uff0c, <\/em>\u6211\u4eec\u8bda\u9080\u60a8\u8bbf\u95ee\u300aAI Journal\u300b\u7f51\u7ad9\u3002.<\/em><\/a><\/p>\n

Artefact<\/b><\/a>, \u8fd9\u5bb6\u4ee5\u4eba\u5de5\u667a\u80fd\u4e3a\u6838\u5fc3\u7684\u516c\u53f8\uff0c\u5c06\u5de5\u7a0b\u7ea7\u4ea4\u4ed8\u80fd\u529b\u4e0e\u54a8\u8be2\u7ea7\u601d\u7ef4\u76f8\u7ed3\u5408\uff0c\u4ece\u800c\u53d6\u5f97\u7ecf\u5b9e\u8df5\u9a8c\u8bc1\u7684\u9ad8\u5f71\u54cd\u529b\u6210\u679c\u3002\u8be5\u516c\u53f8\u5c55\u793a\u4e86\u9762\u5411\u751f\u4ea7\u7684\u4ee3\u7406\u67b6\u6784\uff0c\u5e76\u901a\u8fc7\u73b0\u573a\u4ee3\u7406\u3001\u771f\u5b9e\u7684data\u4ee5\u53ca\u7531Databricks\u9a71\u52a8\u7684\u6f14\u793a\uff0c\u5728\u8425\u9500\u6d4b\u91cf\u3001\u91d1\u878d\u670d\u52a1\u3001\u7f8e\u5986\u3001\u5feb\u901f\u6d88\u8d39\u54c1\u548c\u7269\u6d41\u7b49\u9886\u57df\u8fdb\u884c\u4e86\u5c55\u793a\u3002.<\/p>\n

\u4eceArtefact\u53c2\u52a0Databricks\u6d3b\u52a8\u7684\u60c5\u51b5\u4e2d\uff0c\u4e00\u4e2a\u6838\u5fc3\u4e3b\u9898\u6d6e\u51fa\u6c34\u9762\uff1a\u4f01\u4e1a\u7ea7AI\u4ec5\u9760\u68c0\u7d22\u662f\u65e0\u6cd5\u5b9e\u73b0\u89c4\u6a21\u5316\u7684\u3002 \u867d\u7136 RAG\u3001\u5143\u6570\u636e\u76ee\u5f55\u548c\u534f\u540c\u52a9\u624b\u80fd\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u8fdb\u884c\u5b9e\u9a8c\uff0c\u4f46\u751f\u4ea7\u7ea7 AI \u4ee3\u7406\u9700\u8981\u66f4\u6df1\u5c42\u6b21\u7684\u652f\u6301\uff1a\u4e00\u4e2a\u80fd\u591f\u89e3\u6790\u4e1a\u52a1\u542b\u4e49\u3001\u786e\u5b9a\u6743\u5a01\u6027\uff0c\u5e76\u5728\u5173\u7cfb\u4e4b\u95f4\u8fdb\u884c\u63a8\u7406\u7684\u672c\u4f53\u5c42\u3002.<\/p>\n

\u6b63\u662f\u5728\u8fd9\u4e00\u70b9\u4e0a\uff0c\u4ece\u2026\u2026\u4e2d\u6c72\u53d6\u7684\u6559\u8bad\u00a0Artefact<\/b>, \uff0c\u8fd9\u4e00\u70b9\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u4ed6\u4eec\u8ba4\u4e3a\uff0c\u8bb8\u591a\u7ec4\u7ec7\u6b63\u5728\u610f\u8bc6\u5230\u540c\u4e00\u4e2a\u6b8b\u9177\u7684\u73b0\u5b9e\uff1a\u53ea\u6709\u5f53\u4f01\u4e1a\u660e\u786e\u4e86\u5176\u201cdata\u201d\u7684\u542b\u4e49\u3001\u7531\u8c01\u6765\u7ba1\u7406\u5b83\uff0c\u4ee5\u53ca\u4e1a\u52a1\u6982\u5ff5\u5728\u5404\u7cfb\u7edf\u95f4\u7684\u5173\u8054\u65b9\u5f0f\u65f6\uff0cAI\u4ee3\u7406\u624d\u80fd\u5145\u6ee1\u4fe1\u5fc3\u5730\u91c7\u53d6\u884c\u52a8\u3002.<\/p>\n

\u4e3a\u4ec0\u4e48 RAG \u548c metadata \u6570\u636e\u96c6\u4e0d\u8db3\u4ee5\u6ee1\u8db3\u751f\u4ea7\u7ea7 AI \u7684\u9700\u6c42<\/b><\/span><\/h2>\n

\u5bf9\u4e8e\u8bb8\u591a\u516c\u53f8\u800c\u8a00\uff0c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u5df2\u6210\u4e3a\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u7684\u9ed8\u8ba4\u8d77\u70b9\u3002Artefact\u8ba4\u4e3a\uff0c\u5728\u53d7\u7ba1\u63a7\u4e14\u53ef\u6295\u5165\u751f\u4ea7\u7684\u51b3\u7b56\u9886\u57df\uff0cRAG\u5b58\u5728\u7ed3\u6784\u6027\u5c40\u9650\u3002.<\/p>\n

Akhilesh Kale (AK)<\/b><\/a>, Artefact\u7684\u5408\u4f19\u4eba\u89e3\u91ca\u9053\uff1a<\/p>\n

\u201c\u5411\u91cf\u641c\u7d22\u4f1a\u8fd4\u56de\u4e0e\u4f60\u7684\u95ee\u9898\u76f8\u4f3c\u7684\u6bb5\u843d\u3002\u5b83\u65e0\u6cd5\u5224\u65ad\u8be5\u6bb5\u843d\u4e2d\u7684\u6570\u5b57\u662f\u5426\u662f\u4f60\u9996\u5e2d\u8d22\u52a1\u5b98\u6279\u51c6\u7684\uff0c\u4e5f\u65e0\u6cd5\u5224\u65ad\u2018\u6d3b\u8dc3\u5ba2\u6237\u2019\u4e0e\u2019\u5408\u540c\u2019\u4e4b\u95f4\u5728\u4e09\u4e2a\u7cfb\u7edf\u4e4b\u5916\u7684\u5173\u8054\u5173\u7cfb\u3002\u8fd9\u4e24\u70b9\u6b63\u662f RAG \u5728\u7ed3\u6784\u4e0a\u65e0\u6cd5\u505a\u5230\u7684\uff1a\u8de8\u5173\u7cfb\u89e3\u6790\u6743\u5a01\u6027\u548c\u56e0\u679c\u5173\u7cfb\u3002 \u672c\u4f53\u8bba\u5219\u80fd\u89e3\u51b3\u8fd9\u4e24\u4e2a\u95ee\u9898\u3002\u5b83\u6839\u636e\u5b9a\u4e49\u7684\u4f5c\u8005\u3001\u4f7f\u7528\u9891\u7387\u4ee5\u53ca\u4e0e\u8ba4\u8bc1\u8d44\u4ea7\u7684\u63a5\u8fd1\u7a0b\u5ea6\u5bf9\u5b9a\u4e49\u8fdb\u884c\u6392\u5e8f\uff0c\u5e76\u7f16\u7801\u4e86\u90a3\u4e9b\u80fd\u5c06\u95ee\u9898\u8f6c\u5316\u4e3a\u8ba1\u7b97\u5f97\u51fa\u7684\u7b54\u6848\uff08\u800c\u975e\u68c0\u7d22\u5230\u7684\u731c\u6d4b\uff09\u7684\u5173\u7cfb\u3002 \u76ee\u5f55\u7528\u4e8e\u76d8\u70b9\u4f60\u7684\u2018data\u2019\uff0c\u800c\u672c\u4f53\u5219\u8d1f\u8d23\u5bf9\u5176\u8fdb\u884c\u88c1\u51b3\u3002\u8fd9\u79cd\u5dee\u5f02\uff0c\u6b63\u662f\u6f14\u793a\u7248\u4e0e\u80fd\u5728\u76d1\u7ba1\u73af\u5883\u4e2d\u5b9e\u9645\u8fd0\u884c\u7684\u7cfb\u7edf\u4e4b\u95f4\u7684\u533a\u522b\u3002\u201d<\/em><\/p>\n

\u8fd9\u4e00\u533a\u522b\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u4f01\u4e1a\u7ea7\u4eba\u5de5\u667a\u80fd\u6b63\u4ece\u201c\u56de\u7b54\u95ee\u9898\u201d\u5411\u201c\u91c7\u53d6\u884c\u52a8\u201d\u8f6c\u53d8\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u201c\u5927\u81f4\u6b63\u786e\u201d\u7684\u7b54\u6848\u5df2\u8fdc\u8fdc\u4e0d\u591f\u3002\u667a\u80fd\u4ee3\u7406\u9700\u8981\u5f04\u6e05\u695a\u54ea\u4e00\u79cd\u5b9a\u4e49\u5177\u6709\u6743\u5a01\u6027\uff0c\u54ea\u9879data\u8d44\u4ea7\u5df2\u901a\u8fc7\u8ba4\u8bc1\uff0c\u4ee5\u53ca\u91d1\u878d\u3001\u5ba2\u6237\u3001\u4ea7\u54c1\u3001\u6cd5\u5f8b\u548c\u8fd0\u8425\u7cfb\u7edf\u4e2d\u7684\u6982\u5ff5\u4e4b\u95f4\u5982\u4f55\u76f8\u4e92\u5173\u8054\u3002.<\/p>\n

\u8fd9\u4e00\u70b9\u5728\u91d1\u878d\u670d\u52a1\u3001\u4fdd\u9669\u3001\u533b\u7597\u4fdd\u5065\u3001\u80fd\u6e90\u548c\u7535\u4fe1\u7b49\u53d7\u76d1\u7ba1\u884c\u4e1a\u5c24\u4e3a\u91cd\u8981\uff0c\u5728\u8fd9\u4e9b\u884c\u4e1a\u4e2d\uff0c\u53ef\u89e3\u91ca\u6027\u3001\u6570\u636e\u6eaf\u6e90\u3001\u6743\u9650\u7ba1\u7406\u548c\u6cbb\u7406\u7edd\u975e\u53ef\u6709\u53ef\u65e0\u3002.<\/p>\n

\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u7684\u9690\u6027\u6311\u6218\uff1a\u5173\u952e\u5728\u4e8e\u7ba1\u7406\uff0c\u800c\u975e\u6280\u672f\u00a0<\/b><\/span><\/h2>\n

Artefact\u53d1\u5e03\u7684\u9898\u4e3a\u300aDatabricks\u300b\u7684\u6587\u7ae0\u4e5f\u5bf9\u201c\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u6700\u96be\u7684\u90e8\u5206\u5728\u4e8e\u6280\u672f\u6784\u5efa\u201d\u8fd9\u4e00\u89c2\u70b9\u63d0\u51fa\u4e86\u8d28\u7591\u3002\u51ef\u5c14\u6307\u51fa\uff0c\u8bb8\u591a\u9879\u76ee\u4e4b\u6240\u4ee5\u505c\u6ede\u4e0d\u524d\uff0c\u5e76\u975e\u56e0\u4e3a\u6280\u672f\u5931\u8d25\uff0c\u800c\u662f\u56e0\u4e3a\u7ec4\u7ec7\u4f4e\u4f30\u4e86\u7ef4\u6301\u8be5\u9879\u76ee\u6240\u9700\u7684\u4eba\u529b\u6295\u5165\u548c\u6cbb\u7406\u5de5\u4f5c\u3002.<\/p>\n

Akhilesh Kale (AK)<\/b>,<\/b>\u00a0\u201c\u8fd9\u4e9b\u5b9a\u4e49\u5728\u6784\u5efa\u9636\u6bb5\u5e76\u4e0d\u4f1a\u53d7\u963b\u3002\u5b83\u4eec\u5728\u4e24\u4e2a\u88ab\u56e2\u961f\u89c6\u4e3a\u6b21\u8981\u73af\u8282\u7684\u5730\u65b9\u9677\u5165\u505c\u6ede\u3002\u9996\u5148\uff0c\u81ea\u52a8\u63d0\u53d6\u751f\u6210\u7684\u53ea\u662f\u8349\u6848\uff0c\u800c\u975e\u6700\u7ec8\u51b3\u5b9a\uff1a\u5f53\u7cfb\u7edf\u5217\u51fa\u4e09\u79cd\u2018\u8fb9\u9645\u2019\u7684\u5b9a\u4e49\u65f6\uff0c\u5fc5\u987b\u7531\u6709\u6743\u51b3\u7b56\u8005\u505a\u51fa\u9009\u62e9\uff0c\u800c\u8fd9\u662f\u4e00\u79cd\u653f\u6cbb\u884c\u4e3a\uff0c\u5927\u591a\u6570\u7ec4\u7ec7\u90fd\u7aed\u529b\u907f\u514d\u3002 \u5176\u6b21\u662f\u5b9a\u4e49\u7684\u8fc7\u65f6\u95ee\u9898\u3002\u4e00\u4e2a\u5728\u7b2c\u4e00\u5b63\u5ea6\u8fd8\u6b63\u786e\u7684\u5b9a\u4e49\uff0c\u5728\u7ec4\u7ec7\u91cd\u7ec4\u6216\u7cfb\u7edf\u8fc1\u79fb\u540e\u53ef\u80fd\u5c31\u4e0d\u518d\u9002\u7528\uff0c\u56e0\u6b64\u8be5\u56fe\u8c31\u9700\u8981\u914d\u5907\u76d1\u63a7\u7ba1\u9053\u5e76\u6307\u5b9a\u660e\u786e\u7684\u8d1f\u8d23\u4eba\uff0c\u800c\u975e\u4ec5\u9760\u5e74\u5ea6\u66f4\u65b0\u3002\u82e5\u4e0d\u5207\u5b9e\u4fdd\u969c\u5176\u7ba1\u7406\u8d23\u4efb\uff0c\u8fd9\u4e2a\u201d\u6d3b\u56fe\u8c31\u2019\u7ec8\u5c06\u6084\u7136\u6d88\u4ea1\u3002\u201d<\/em><\/p>\n

\u8fd9\u662f\u300aArtefact\u300b\u5f3a\u8c03\u7684\u6838\u5fc3\u8981\u70b9\u4e4b\u4e00\uff1a\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\u4e0d\u4ec5\u4ec5\u662f\u90e8\u7f72\u5e73\u53f0\u6216\u6a21\u578b\uff0c\u800c\u662f\u8981\u91cd\u65b0\u8bbe\u8ba1\u7ec4\u7ec7\u7ba1\u7406\u610f\u4e49\u3001\u6240\u6709\u6743\u3001\u95ee\u8d23\u5236\u548c\u53d8\u9769\u7684\u65b9\u5f0f\u3002.<\/b><\/span><\/p>\n

\u4e00\u4e2a\u52a8\u6001\u7684\u672c\u4f53\u9700\u8981\u79ef\u6781\u7684\u7ba1\u7406\u3002\u4e1a\u52a1\u5b9a\u4e49\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u7cfb\u7edf\u4f1a\u8fc1\u79fb\uff0c\u56e2\u961f\u4f1a\u91cd\u7ec4\uff0c\u76d1\u7ba1\u8981\u6c42\u4e5f\u4f1a\u6f14\u53d8\u3002\u5982\u679c\u6ca1\u6709\u660e\u786e\u7684\u8d23\u4efb\u5f52\u5c5e\u548c\u76d1\u63a7\u673a\u5236\uff0c\u8bed\u4e49\u5c42\u5c31\u4f1a\u53d8\u5f97\u9648\u65e7\uff1b\u4e00\u65e6\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff0c\u4ee3\u7406\u5c31\u4f1a\u5931\u53bb\u4fe1\u4efb\u3002.<\/p>\n

\u5b9e\u65f6\u6cbb\u7406\uff1a\u4ece\u8bbf\u95ee\u63a7\u5236\u8f6c\u5411\u8fd0\u884c\u65f6\u9632\u62a4\u63aa\u65bd<\/b><\/span><\/h2>\n

\u7b2c\u4e09\u4e2a\u542f\u793a\u662f\uff0c\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u5fc5\u987b\u5b9e\u65f6\u8fdb\u884c\u3002\u4ec5\u5728\u5de5\u4f5c\u6d41\u5f00\u59cb\u65f6\u5bf9\u7cfb\u7edf\u53ef\u8bbf\u95ee\u7684\u5185\u5bb9\u8fdb\u884c\u6cbb\u7406\uff0c\u5df2\u7ecf\u8fdc\u8fdc\u4e0d\u591f\u3002\u751f\u4ea7\u73af\u5883\u4e2d\u7684AI\u4ee3\u7406\u9700\u8981\u5c06\u6cbb\u7406\u673a\u5236\u5d4c\u5165\u8fd0\u884c\u65f6\u8def\u5f84\uff0c\u4ee5\u63a7\u5236\u4ee3\u7406\u5728\u6267\u884c\u64cd\u4f5c\u65f6\u88ab\u5141\u8bb8\u91c7\u53d6\u7684\u884c\u52a8\u3002.<\/p>\n

Akhilesh Kale (AK)<\/b>\u00a0<\/a>\u8fdb\u4e00\u6b65\u89e3\u91ca\u9053\uff1a<\/p>\n

\u201c\u662f\u7684\uff0c\u4f46\u6709\u4e00\u4e2a\u786c\u6027\u524d\u63d0\uff1a\u771f\u6b63\u7684\u8fdb\u6b65\u5728\u4e8e\u6cbb\u7406\u673a\u5236\u5df2\u878d\u5165\u8fd0\u884c\u65f6\u8def\u5f84\uff1aUnity AI Gateway \u4e0d\u4ec5\u7ba1\u63a7\u4ee3\u7406\u5728\u4efb\u52a1\u8fc7\u7a0b\u4e2d\u88ab\u5141\u8bb8\u6267\u884c\u7684\u64cd\u4f5c\uff0c\u800c\u4e0d\u53ea\u662f\u5176\u80fd\u591f\u8bfb\u53d6\u7684\u5185\u5bb9\uff0c\u800c\u4e14\u65e0\u9700\u53e6\u4e00\u4e2a\u6743\u9650\u7cfb\u7edf\u6765\u4fdd\u6301\u540c\u6b65\u3002 \u5bf9\u4e8e\u94f6\u884c\u4e1a\u3001\u4fdd\u9669\u4e1a\u548c\u8d44\u4ea7\u7ba1\u7406\u4e1a\u800c\u8a00\uff0c\u8fd9\u6b63\u662f\u8bd5\u70b9\u4e0e\u6b63\u5f0f\u90e8\u7f72\u4e4b\u95f4\u7684\u533a\u522b\u3002 \u4f46\u8fd9\u4e00\u5c42\u53ea\u662f\u7ee7\u627f\u4e86\u4fe1\u4efb\uff0c\u800c\u975e\u521b\u9020\u4fe1\u4efb\u3002\u5b83\u662f\u4f60\u4eec\u5df2\u6709\u7684\u201ddata foundation\u2019\u7684\u500d\u589e\u5668\uff0c\u800c\u500d\u589e\u5668\u4f1a\u4fdd\u6301\u539f\u6709\u7684\u6b63\u8d1f\u53f7\uff1a\u90a3\u4e9b\u5df2\u5b8c\u6210\u6cbb\u7406\u5de5\u4f5c\u7684\u4f01\u4e1a\u5c06\u7acb\u5373\u53d7\u76ca\uff1b\u5176\u4f59\u4f01\u4e1a\u5219\u4f1a\u83b7\u5f97\u4e00\u4e2a\u66f4\u5feb\u3001\u66f4\u81ea\u4fe1\u7684\u7248\u672c\u2014\u2014\u5c3d\u7ba1\u90a3\u4ecd\u662f\u4e00\u56e2\u4ed6\u4eec\u6b64\u524d\u672a\u66fe\u76f4\u63a5\u5ba1\u89c6\u8fc7\u7684\u6df7\u4e71\u5c40\u9762\u3002\u201d<\/em><\/p>\n

\u8fd9\u4e00\u70b9\u4e0eArtefact\u7684\u66f4\u5e7f\u6cdb\u7acb\u573a\u76f4\u63a5\u76f8\u5173\uff1a\u5177\u5907\u751f\u4ea7\u5c31\u7eea\u80fd\u529b\u7684\u667a\u80fd\u4ee3\u7406\u9700\u8981\u53ef\u4fe1\u7684\u57fa\u7840\u67b6\u6784\u3002Databricks\u53ef\u4ee5\u63d0\u4f9b\u53d7\u7ba1\u63a7\u7684data\u5c42\uff0c\u4f46\u4f01\u4e1a\u4ecd\u9700\u4ed8\u51fa\u8270\u8f9b\u52aa\u529b\uff0c\u660e\u786e\u6240\u6709\u6743\u5f52\u5c5e\u3001\u6d88\u9664\u6a21\u7cca\u5730\u5e26\uff0c\u5e76\u56f4\u7ed5\u4eba\u673a\u534f\u4f5c\u91cd\u65b0\u8bbe\u8ba1\u8fd0\u8425\u6a21\u5f0f\u3002.<\/p>\n

\u4ece\u8bd5\u70b9\u9879\u76ee\u5230\u91cf\u4ea7\uff1aArtefact\u7684\u4ee3\u7406\u7cfb\u7edf\u6295\u5165\u5b9e\u9645\u5e94\u7528<\/b><\/span><\/h2>\n

Artefact \u5c55\u793a\u4e86\u8fd9\u4e00\u6280\u672f\u5728\u5b9e\u8df5\u4e2d\u7684\u5e94\u7528\u573a\u666f\uff0c\u5176\u4e2d\u5305\u542b\u57fa\u4e8e Databricks \u6784\u5efa\u7684\u5b9e\u65f6\u4ee3\u7406\u7528\u4f8b\uff0c\u5305\u62ec\uff1a<\/p>\n

    \n
  • \u4e00\u6b3e\u5bf9\u8bdd\u5f0f\u8425\u9500\u8861\u91cf\u5de5\u5177\uff0c\u9ad8\u7ba1\u53ef\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6a21\u62df\u9884\u7b97\u5206\u914d\u3002.<\/li>\n
  • \u9762\u5411\u91d1\u878d\u670d\u52a1\u548c\u5feb\u901f\u6d88\u8d39\u54c1\uff08CPG\uff09\u884c\u4e1a\u7684\u5408\u6210\u7528\u6237\u753b\u50cf\uff0c\u5e2e\u52a9\u8425\u9500\u4eba\u5458\u901a\u8fc7\u5206\u6790\u6a21\u62df\u7684\u5ba2\u6237\u6863\u6848\uff0c\u66f4\u5feb\u5730\u83b7\u5f97\u6d1e\u5bdf\u3002.<\/li>\n
  • \u4e00\u6b3e\u4eba\u5de5\u667a\u80fd\u7f8e\u5986\u8d2d\u7269\u52a9\u624b\uff0c\u652f\u6301\u5728\u5305\u542b60,000\u4f59\u79cdSKU\u7684\u4ea7\u54c1\u76ee\u5f55\u4e2d\u8fdb\u884c\u4e2a\u6027\u5316\u5546\u54c1\u53d1\u73b0\u3002.<\/li>\n
  • Corrie \u662f\u4e00\u6b3e\u7269\u6d41\u95ee\u9898\u89e3\u51b3\u578b AI \u52a9\u624b\uff0c\u53ef\u5e2e\u52a9\u4ed3\u5e93\u56e2\u961f\u66f4\u5feb\u5730\u89e3\u51b3\u7269\u54c1\u4e22\u5931\u6216\u9519\u653e\u7684\u95ee\u9898\u3002.<\/li>\n<\/ul>\n

    \u4ece\u8fd9\u4e9b\u4f8b\u5b50\u53ef\u4ee5\u770b\u51fa\uff0c\u5f53\u4ee3\u7406\u4e0e\u51c6\u786e\u3001\u53d7\u76d1\u7ba1\u4e14\u9002\u5408\u4f01\u4e1a\u4f7f\u7528\u7684data\u76f8\u8fde\u63a5\uff0c\u5e76\u4e14\u7ec4\u7ec7\u56f4\u7ed5\u5b83\u4eec\u91cd\u65b0\u8bbe\u8ba1\u4eba\u7c7b\u89d2\u8272\u548c\u6cbb\u7406\u7ed3\u6784\u65f6\uff0c\u4ee3\u7406\u4fbf\u4f1a\u53d8\u5f97\u6709\u4ef7\u503c\u3002.<\/p>\n

    \u5bf9\u4e8eArtefact\uff0c\u4ece\u4e2d\u5f97\u5230\u7684\u542f\u793a\u662f Databricks<\/strong><\/span> \u8fd9\u4e00\u70b9\u5f88\u660e\u786e\u3002\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u5e76\u975e\u7531\u4e00\u7cfb\u5217\u201c\u9a7e\u9a76\u5458\u201d\u3001\u201c\u526f\u9a7e\u9a76\u201d\u6216\u5f7c\u6b64\u5b64\u7acb\u7684\u52a9\u624b\u7ec4\u6210\uff0c\u800c\u662f\u4e00\u4e2a\u751f\u4ea7\u7ea7\u522b\u7684\u6df7\u5408\u578b\u7ec4\u7ec7\uff0c\u5176\u4e2d\u4eba\u7c7b\u4e0e\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u901a\u8fc7\u5171\u4eab\u7684data foundations\u3001\u53d7\u7ba1\u63a7\u7684\u5de5\u4f5c\u6d41\u4ee5\u53ca\u660e\u786e\u754c\u5b9a\u7684\u8d23\u4efb\u8303\u56f4\u534f\u540c\u8fd0\u4f5c\u3002.<\/p>\n

    \u8fd9\u79cd\u6a21\u5f0f\u5e76\u975e\u201c\u7528\u4eba\u5de5\u667a\u80fd\u53d6\u4ee3\u4eba\u7c7b\u201d\u3002\u800c\u662f\u4eba\u7c7b\u5728\u4ef7\u503c\u94fe\u4e2d\u4e0d\u65ad\u5411\u4e0a\u6500\u5347\uff0c\u4ece\u201c\u6267\u884c\u201d\u8f6c\u5411\u201c\u51b3\u7b56\u201d\uff0c\u4ece\u201c\u751f\u4ea7\u201d\u8f6c\u5411\u201c\u8bc4\u5224\u201d\uff0c\u4ece\u201c\u6267\u884c\u6d41\u7a0b\u201d\u8f6c\u5411\u201c\u7ba1\u7406\u8fd0\u884c\u8fd9\u4e9b\u6d41\u7a0b\u7684\u7cfb\u7edf\u201d\u3002.<\/p>","protected":false},"excerpt":{"rendered":"

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