{"id":682233,"date":"2025-06-23T17:09:55","date_gmt":"2025-06-23T16:09:55","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=cases&#038;p=682233"},"modified":"2025-12-16T16:54:53","modified_gmt":"2025-12-16T16:54:53","slug":"adeo-improving-product-referencing-speed-and-quality-with-ai","status":"publish","type":"cases","link":"https:\/\/www.artefact.com\/zh\/cases\/adeo-improving-product-referencing-speed-and-quality-with-ai\/","title":{"rendered":"<span class=\"highlight\">ADEO<\/span> \u5229\u7528\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4ea7\u54c1\u5f15\u7528\u7684\u901f\u5ea6\u548c\u8d28\u91cf"},"content":{"rendered":"<p>\u6e05\u6670\u51c6\u786e\u7684\u4ea7\u54c1\u4ecb\u7ecd\u5bf9\u4e8e\u63d0\u4f9b\u826f\u597d\u7684\u5ba2\u6237\u4f53\u9a8c\u548c\u786e\u4fdd\u7535\u5b50\u5546\u52a1\u7f51\u7ad9\u7684\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002Leroy Merlin \u7684\u6bcd\u516c\u53f8 ADEO \u6b63\u5728\u5c06 artificial intelligence (AI) \u96c6\u6210\u5230\u4ee5\u4e0b\u65b9\u9762 <strong>\u6539\u9020\u5176\u4ea7\u54c1 data \u7ba1\u7406\u6d41\u7a0b<\/strong>, \u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u91cd\u65b0\u8bbe\u8ba1\u4e86\u4ea7\u54c1\u5f00\u53d1\u6d41\u7a0b\uff0c\u4f7f\u5176\u53d8\u5f97\u8fc7\u4e8e\u590d\u6742\u548c\u8017\u65f6\u3002\u4ece\u6536\u96c6\u4f9b\u5e94\u5546\u4fe1\u606f\u5230\u4e30\u5bcc\u4ea7\u54c1\u5c5e\u6027\uff0c\u6bcf\u4e2a\u6b65\u9aa4\u90fd\u8981\u91cd\u65b0\u8bbe\u8ba1\uff0c\u4ee5\u63d0\u9ad8\u6d41\u7545\u6027\u3001\u901f\u5ea6\u548c\u51c6\u786e\u6027\u3002.<\/p>\n<p>ADEO Service \u6570\u5b57\u9886\u57df\u8d1f\u8d23\u4eba Anthony Pierson\u3001Incubate Conseil \u6570\u5b57\u4ea7\u54c1\u8d1f\u8d23\u4eba Fran\u00e7ois Cr\u00e9pin \u548c Artefact \u5408\u4f5c\u4f19\u4f34\u517c\u4ea7\u54c1\u8d1f\u8d23\u4eba Guillaume L\u00e9ger \u5728 Tech for Retail \u5c55\u4f1a\u4e0a\u5206\u4eab\u4e86\u8fd9\u4e9b\u89c1\u89e3\u3002.<\/p>\n<p style=\"text-align: center;\">\u89c2\u770b\u96f6\u552e\u4e1a\u6280\u672f\u4f1a\u8bae<\/p>\n<p style=\"text-align: center;\"><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668\" src=\"https:\/\/www.youtube.com\/embed\/Mew32I2yJ1Q?si=uglEPZllP3OCxaz4\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2>\u6311\u6218\uff1a\u7ed3\u675f\u8017\u65f6\u4e14\u5bb9\u6613\u51fa\u9519\u7684\u6d41\u7a0b<\/h2>\n<p>\u5728 ADEO\u3001, <strong>\u4ea7\u54c1 data \u7ba1\u7406<\/strong> \u592a <strong>\u590d\u6742<\/strong>. .\u4f9b\u5e94\u5546\u3001\u4e3b\u8981\u64b0\u7a3f\u4eba\u548c\u54c1\u724c\u4e2d\u5fc3\u56e2\u961f\u6700\u5e38\u624b\u52a8\u586b\u5199\u4ea7\u54c1\u4fe1\u606f\u3002.<\/p>\n<p>\u56e0\u6b64\uff0cdata \u63d0\u4f9b\u7684\u4ea7\u54c1\u5f80\u5f80\u4e0d\u5b8c\u6574\u6216\u4e0d\u4e00\u81f4\uff08\u7c7b\u522b\u9519\u8bef\u3001\u5c5e\u6027\u7f3a\u5931\u6216\u4e0d\u6b63\u786e\uff09\uff0c\u800c\u5458\u5de5\u9700\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u624b\u52a8\u66f4\u6b63\u4fe1\u606f\u3002\u6700\u7ec8\u5ba2\u6237\u56e0\u6b64\u9762\u4e34\u7740\u56f0\u96be\u751a\u81f3\u4e0d\u4e00\u81f4\u7684\u641c\u7d22\u548c\u5bfc\u822a\u4f53\u9a8c\u3002.<\/p>\n<p>\u8fd9\u4e9b\u6548\u7387\u4f4e\u4e0b\u7684\u95ee\u9898\u4f1a\u5e26\u6765\u76f4\u63a5\u540e\u679c\uff1a<\/p>\n<ul>\n<li aria-level=\"1\"><strong>\u6536\u5165\u5927\u5e45\u51cf\u5c11<\/strong>:\u4e0d\u5b8c\u6574\u7684\u4ea7\u54c1\u8bf4\u660e\u4e66\u4f1a\u4f7f\u7535\u5b50\u5546\u52a1\u8f6c\u5316\u7387\u964d\u4f4e\u9ad8\u8fbe 50%\u3002.<\/li>\n<li aria-level=\"1\"><strong>\u635f\u5bb3\u54c1\u724c\u5f62\u8c61<\/strong>:\u8fd1 87% \u7684\u5728\u7ebf\u7528\u6237\u5728\u8ba4\u4e3a\u4ea7\u54c1\u5185\u5bb9\u4e0d\u4ee4\u4eba\u6ee1\u610f\u65f6\u5931\u53bb\u4e86\u5bf9\u54c1\u724c\u7684\u4fe1\u4efb\u3002.<\/li>\n<\/ul>\n<blockquote><p>\u201c\u4e3a\u4e86\u8ba9\u5ba2\u6237\u8f7b\u677e\u627e\u5230\u6211\u4eec\u7684\u4ea7\u54c1\u5e76\u4ece\u76f8\u5173\u4fe1\u606f\u4e2d\u83b7\u76ca\uff0cdata \u5fc5\u987b\u5b8c\u6574\u4e14\u9ad8\u8d28\u91cf\u3002data \u5904\u7406\u8fc7\u7a0b\u4e2d\u7684\u4efb\u4f55\u9519\u8bef\u6216\u9057\u6f0f\u90fd\u4f1a\u7acb\u5373\u5f97\u5230\u8d54\u507f\u201d\u3002\u201d<br \/>\nAnthony Pierson\uff0cADEO \u6570\u5b57\u9886\u57df\u8d1f\u8d23\u4eba<\/p><\/blockquote>\n<h2>\u89e3\u51b3\u65b9\u6848\uff1a\u4eba\u5de5\u667a\u80fd\u4e3a\u4ea7\u54c1 data \u670d\u52a1<\/h2>\n<p>\u5728\u5bf9\u6709\u9650\u4f46\u91cd\u8981\u7684\u4ea7\u54c1\u8303\u56f4\u8fdb\u884c\u6210\u529f\u7684\u521d\u6b65\u6d4b\u8bd5\u540e\uff0cADEO \u91c7\u53d6\u4e86\u4e0b\u4e00\u6b65\u884c\u52a8\uff1a\u6536\u96c6\u539f\u59cb\u4f9b\u5e94\u5546 data \u5e76\u4f7f\u7528 artificial intelligence \u5bf9\u5176\u8fdb\u884c\u7ed3\u6784\u5316\uff0c\u76f4\u63a5\u96c6\u6210\u5230\u4ea7\u54c1\u6ce8\u518c\u6d41\u7a0b\u4e2d\u3002\u96c6\u56e2\u4e0e Artefact \u5408\u4f5c\u5f00\u53d1\u4e86\u80fd\u591f\u81ea\u52a8\u8fdb\u884c\u4ea7\u54c1\u5206\u7c7b\u548c\u5c5e\u6027\u63d0\u53d6\u7684\u89e3\u51b3\u65b9\u6848\u3002.<\/p>\n<h3>1.\u81ea\u52a8\u4ea7\u54c1\u5206\u7c7b<\/h3>\n<p>ADEO \u4e30\u5bcc\u800c\u590d\u6742\u7684 data \u7ed3\u6784\u5206\u4e3a\u4e09\u4e2a\u5c42\u6b21\uff1a<\/p>\n<ul>\n<li aria-level=\"1\"><strong>\u4ea7\u54c1\u7c7b\u522b<\/strong>:3 600 \u4e2a\u4e0d\u540c\u7c7b\u522b\u3002.<\/li>\n<li aria-level=\"1\"><strong>\u4ea7\u54c1\u5c5e\u6027<\/strong>:\u6bcf\u4e2a\u4ea7\u54c1\u5e73\u5747\u6709 50 \u81f3 60 \u4e2a\u7279\u5f81\uff0c\u8fd9\u4e9b\u7279\u5f81\u662f\u4ece 11,000 \u4e2a\u5c5e\u6027\u5e93\u4e2d\u6311\u9009\u51fa\u6765\u7684\u3002.<\/li>\n<li aria-level=\"1\"><strong>\u76f8\u5173\u4ef7\u503c<\/strong>:\u6240\u6709\u5c5e\u6027\u7684\u6570\u503c\u8d85\u8fc7 85,000 \u4e2a\u3002.<\/li>\n<\/ul>\n<p>\u8981\u6539\u5584\u7528\u6237\u4f53\u9a8c\uff0c\u9996\u5148\u8981\u8ba9\u4eba\u5de5\u667a\u80fd\u80fd\u591f <strong>\u81ea\u52a8\u5206\u7c7b\u4ea7\u54c1 data<\/strong> \u4f7f\u7528\u673a\u5668\u5b66\u4e60\u3002.<\/p>\n<p>\u5982\u4f55\u8bc6\u522b\uff1f\u8be5\u7b97\u6cd5\u662f\u4e00\u4e2a\u7ecf\u8fc7\u5fae\u8c03\u7684 DistilBERT \u6a21\u578b\uff0c\u4ee5\u8ba4\u8bc1\u4ea7\u54c1 data \u4e3a\u5bf9\u8c61\u8fdb\u884c\u8bad\u7ec3\uff0c\u5206\u6790\u4f9b\u5e94\u5546\u63d0\u4f9b\u7684\u6807\u9898\u548c\u63cf\u8ff0\uff0c\u4ece 3,600 \u4e2a\u53ef\u80fd\u9009\u9879\u4e2d\u8bc6\u522b\u51fa\u4ea7\u54c1\u7c7b\u522b\u3002.<\/p>\n<p>\u6bcf\u4e2a\u7c7b\u522b\u90fd\u6709\u4e00\u4e2a <strong>\u7b97\u6cd5\u4fe1\u4efb\u5ea6\u5f97\u5206<\/strong>, \u6839\u636e\u4ee5\u5f80\u8861\u91cf\u7684\u7ee9\u6548\uff0c\u786e\u5b9a\u9002\u5f53\u7684\u81ea\u52a8\u5316\u6c34\u5e73\uff1a<\/p>\n<ul>\n<li aria-level=\"1\">\u9ad8\u7f6e\u4fe1\u5ea6\u5206\u6570\u53ef\u81ea\u52a8\u5206\u7c7b\uff0c\u76f4\u63a5\u4ea4\u7531\u5458\u5de5\u9a8c\u8bc1\u3002.<\/li>\n<li aria-level=\"1\">\u4e2d\u95f4\u5206\u6570\u7ecf\u8fc7\u534a\u9a8c\u8bc1\uff1a\u81ea\u52a8\u9884\u9009\u4ea7\u54c1\uff0c\u4f46 data \u9a8c\u8bc1\u4ecd\u4e3a\u4eba\u5de5\u64cd\u4f5c\u3002.<\/li>\n<li aria-level=\"1\">\u4f4e\u5206\u9700\u8981\u5168\u5458\u5e72\u9884\u3002.<\/li>\n<\/ul>\n<blockquote><p>\u201c\u8be5\u7b97\u6cd5\u8fdb\u884c\u4e86\u7ea6 32,000 \u6b21\u9884\u6d4b\uff0c\u5176\u4e2d 20,000 \u591a\u6b21\u4e3a\u5168\u81ea\u52a8\u9884\u6d4b\u3002\u6211\u4eec\u5b9e\u73b0\u4e86\u8d85\u8fc7 96% \u7684\u51c6\u786e\u7387\uff0c\u8bef\u5dee\u7387\u4e3a 3.6%\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4eba\u7c7b\u7684\u9519\u8bef\u7387\u5f98\u5f8a\u5728 8% \u5de6\u53f3\u201d\u3002\u201d<br \/>\nADEO \u6570\u5b57\u4ea7\u54c1\u8d1f\u8d23\u4eba Fran\u00e7ois Cr\u00e9pin<\/p><\/blockquote>\n<h3>2.\u81ea\u52a8\u5c5e\u6027\u63d0\u53d6<\/h3>\n<p>\u5206\u7c7b\u540e\uff0c\u4eba\u5de5\u667a\u80fd\u4f1a\u81ea\u52a8\u63d0\u53d6\u5173\u952e\u4ea7\u54c1\u5c5e\u6027\uff0c\u5982\u989c\u8272\u3001\u6750\u6599\u548c\u5c3a\u5bf8\u3002\u8fd9\u79cd\u63d0\u53d6\u4e5f\u662f\u57fa\u4e8e\u539f\u59cb\u4f9b\u5e94\u5546 data\uff0c\u4ee5\u5206\u7c7b\u4e3a\u6307\u5bfc\u3002\u8fd9\u4e00\u6b65\u9aa4\u4f7f\u7528\u4e86\u8c37\u6b4c\u4e91\u5f00\u53d1\u7684\u65d7\u8230 LLM Gemini \u7248\u672c\u3002.<\/p>\n<p>\u6bcf\u4e2a\u9884\u6d4b\u90fd\u8981\u7ecf\u8fc7\u81ea\u6211\u9a8c\u8bc1\u6b65\u9aa4\uff0c\u7531 LLM \u5224\u65ad\u9884\u6d4b\u7684\u5c5e\u6027\u662f\u5426\u76f8\u5173\u3002\u4e4b\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u9a8c\u8bc1\u6216\u62d2\u7edd\u7b97\u6cd5\u7684\u63d0\u53d6\u3002\u8fd9\u79cd\u65b9\u6cd5\u65e2\u80fd\u786e\u4fdd\u6570\u503c\u7684\u51c6\u786e\u6027\uff0c\u53c8\u80fd\u7b80\u5316\u4f9b\u5e94\u5546\u7684\u6d41\u7a0b\uff0c\u56e0\u4e3a\u4f9b\u5e94\u5546\u4ecd\u7136\u8981\u5bf9\u6240\u63d0\u4f9b\u7684\u4fe1\u606f\u8d1f\u8d23\u3002.<\/p>\n<h2>\u5177\u4f53\u800c\u4ee4\u4eba\u9f13\u821e\u7684\u6210\u679c\uff1a\u51c6\u786e\u6027\u3001\u91c7\u7528\u3001\u8f6c\u6362<\/h2>\n<p>\u7ecf\u8fc7\u591a\u6b21\u5c5e\u6027\u63d0\u53d6\u8fed\u4ee3\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u51fa\u73b0\u5927\u5927\u964d\u4f4e\u4e86\u9519\u8bef\u7387\uff0c\u5e76\u5e26\u6765\u4e86\u5f3a\u52b2\u7684\u6210\u679c\uff0c\u52a0\u901f\u4e86\u89e3\u51b3\u65b9\u6848\u7684\u91c7\u7528\uff1a<\/p>\n<ul>\n<li aria-level=\"1\"><strong>\u63d0\u9ad8\u51c6\u786e\u6027<\/strong>\u73b0\u5728\uff0c63% \u4ea7\u54c1\u7684\u7cbe\u5ea6\u5df2\u8d85\u8fc7 96%\u3002.<\/li>\n<li aria-level=\"1\"><strong>\u9ad8\u6548\u81ea\u52a8\u5316<\/strong>:Data \u81ea\u52a8\u5904\u7406\uff0c\u51cf\u5c11\u9519\u8bef 35%\u3002.<\/li>\n<li aria-level=\"1\"><strong>\u52a0\u901f\u91c7\u7528<\/strong>:\u7b80\u5316\u5904\u7406\u6d41\u7a0b\uff0c\u4f7f\u5185\u90e8\u56e2\u961f\u80fd\u591f\u4e13\u6ce8\u4e8e\u9644\u52a0\u503c\u66f4\u9ad8\u7684\u4efb\u52a1\u3002.<\/li>\n<li aria-level=\"1\"><strong>\u5546\u4e1a\u5f71\u54cd<\/strong>:\u4e30\u5bcc\u53ef\u9760\u7684\u4ea7\u54c1\u4ecb\u7ecd\u53ef\u63d0\u9ad8\u5728\u7ebf\u8f6c\u6362\u7387\u3002.<\/li>\n<\/ul>\n<blockquote><p>\u201cADEO\u4e0eArtefact\u4e4b\u95f4\u7684\u5bc6\u5207\u5408\u4f5c\u6c47\u96c6\u4e86data\u3001\u4e1a\u52a1\u548c\u4ea7\u54c1\u65b9\u9762\u7684\u6240\u6709\u4e13\u4e1a\u77e5\u8bc6\uff0c\u56f4\u7ed5\u7740\u4e00\u4e2a\u5c0f\u89c4\u6a21\u7684\u521d\u59cb\u8303\u56f4\uff0c\u7ecf\u8fc7\u4e25\u683c\u7684\u8861\u91cf\uff0c\u4f7f\u7ec4\u7ec7\u4fe1\u670d\uff0c\u5e76\u4f7f\u4eca\u5929\u5728\u96c6\u56e2\u5176\u4ed6\u5b50\u516c\u53f8\u7684\u90e8\u7f72\u6210\u4e3a\u53ef\u80fd\u201d\u3002\u201d<br \/>\n\u7eaa\u5c27\u59c6-\u83b1\u70ed\uff0cArtefact \u5408\u4f19\u4eba<\/p><\/blockquote>\n<h2>\u5408\u4f5c\u6210\u529f\u7684\u5173\u952e\u56e0\u7d20\uff1a<\/h2>\n<p>\u8fd9\u4e00\u6210\u529f\u57fa\u4e8e\u51e0\u4e2a\u57fa\u672c\u6760\u6746\uff1a<\/p>\n<ul>\n<li aria-level=\"1\"><strong>\u4e3b\u52a8\u53d8\u9769\u7ba1\u7406<\/strong>:\u5728\u6574\u4e2a\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u5458\u5de5\u53c2\u52a0\u4e86\u4eba\u5de5\u667a\u80fd\u5ba3\u4f20\u4f1a\uff0c\u4ee5\u786e\u4fdd\u91c7\u7528\u65b0\u505a\u6cd5\u5e76\u4fc3\u8fdb\u5176\u6574\u5408\u3002.<\/li>\n<li aria-level=\"1\"><strong>\u6709\u9488\u5bf9\u6027\u7684 MVP\uff08\u6700\u5c0f\u53ef\u884c\u4ea7\u54c1\uff09\u65b9\u6cd5<\/strong>:\u9996\u5148\u5c06\u91cd\u70b9\u653e\u5728\u6709\u9650\u7684\u8303\u56f4\u4e0a\uff0c\u4ee5\u4fbf\u5feb\u901f\u8fed\u4ee3\uff0c\u5728\u5b8c\u5584\u89e3\u51b3\u65b9\u6848\u548c\u63d0\u9ad8\u7ee9\u6548\u4e4b\u524d\uff0c\u5411\u6574\u4e2a\u7ec4\u7ec7\u5c55\u793a\u4ef7\u503c\u3002.<\/li>\n<li 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