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\u2022 \u8de8CPU\/GPU\u4efb\u52a1\u8c03\u5ea6<\/strong>\uff1a\u652f\u6301\u65b0\u4e00\u4ee3\u5206\u5e03\u5f0f\u8c03\u5ea6\u6846\u67b6\uff0c\u901a\u8fc7\u5168\u6258\u7ba1\u7684Ray\/Spark\u7b49\u6846\u67b6\uff0c\u5b9e\u73b0\u8de8CPU\/GPU\u4efb\u52a1\u8c03\u5ea6\u548c\u81ea\u52a8\u5f39\u6027\u6269\u7f29\u5bb9\uff0c\u786e\u4fdd\u5404\u79cd\u8ba1\u7b97\u4efb\u52a1\u90fd\u80fd\u83b7\u5f97\u6700\u4f18\u7684\u8d44\u6e90\u914d\u7f6e\u3002\u663e\u8457\u63d0\u5347\u4e1a\u52a1\u5f00\u53d1\u6548\u7387\u53ca\u8ba1\u7b97\u80fd\u529b\uff0c\u53ef\u63d0\u5347\u9ad8\u8fbe80%\u7684\u8d44\u6e90\u5229\u7528\u7387\u3002
\u2022 \u6a21\u578b\u7b97\u5b50\u80fd\u529b (AI in SQL)\uff0c\u8ba9AI\u89e6\u624b\u53ef\u53ca<\/strong>\uff1a\u5c06\u963f\u91cc\u4e91MaaS\uff08\u6a21\u578b\u5373\u670d\u52a1\uff09\u4e0e\u6570\u636e\u5e93\u5f15\u64ce\u7d27\u5bc6\u7ed3\u5408\uff0c\u5b9e\u73b0\u201c\u6570\u636e\u4e0d\u51fa\u57df\u201d\uff0c\u4ece\u6839\u672c\u4e0a\u4fdd\u969c\u6570\u636e\u5b89\u5168\u3002\u7528\u6237\u901a\u8fc7SQL\u5373\u53ef\u8f7b\u677e\u8c03\u7528AI\u5927\u6a21\u578b\u80fd\u529b\uff0c\u8ba9AI\u5e94\u7528\u5f00\u53d1\u66f4\u9ad8\u6548\uff0c\u8ba9\u6bcf\u4e00\u4f4d\u6570\u636e\u4f7f\u7528\u8005\u90fd\u80fd\u8f7b\u677e\u5229\u7528AI\u8fdb\u884c\u667a\u80fd\u5206\u6790\u4e0e\u51b3\u7b56\u3002
\u2022 \u591a\u6a21\u6570\u636e\u7ba1\u7406\uff08OneMeta+OneOps\uff09<\/strong>\uff1a\u901a\u8fc7\u7edf\u4e00\u3001\u5f00\u653e\u3001\u591a\u6a21\u7684\u5143\u6570\u636e\u670d\u52a1\u4f53\u7cfb\uff0c\u5b9e\u73b0\u8de8\u73af\u5883\u3001\u8de8\u5f15\u64ce\u3001\u8de8\u5b9e\u4f8b\u7684\u7edf\u4e00\u6cbb\u7406\uff0c\u652f\u6301\u9ad8\u8fbe40+\u79cd\u6570\u636e\u6e90\uff0c\u53ef\u65e0\u7f1d\u5bf9\u63a5\u81ea\u5efa\u3001\u4ed6\u4e91\u6570\u636e\u6e90\u3002\u652f\u6301\u667a\u80fd\u5316\u7684\u6570\u636e\u8fd0\u7ef4\uff0c\u5b9e\u73b0\u6570\u636e\u5e93\u7684\u81ea\u4e3b\u8fd0\u884c\u548c\u7ef4\u62a4\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6548\u7387\u3002
\u901a\u8fc7\u6e56\u4ed3\u5e93\u4e00\u4f53\u5316\u4e0e\u6a21\u578b\u7b97\u5b50\u7b49\u521b\u65b0\u80fd\u529b\uff0c\u963f\u91cc\u4e91\u7476\u6c60\u65e8\u5728\u4e3a\u4f01\u4e1a\u6784\u7b51AI\u5c31\u7eea\u7684\u591a\u6a21\u6570\u636e\u5e95\u5ea7\uff0c\u5c06\u6570\u636e\u4e0e\u667a\u80fd\u878d\u4f1a\u8d2f\u901a\uff0c\u91ca\u653eAI\u65f6\u4ee3\u6570\u636e\u4ef7\u503c\u3002<\/p>\n

03\u3001\u6df1\u5ea6\u878d\u5408\u5927\u6a21\u578b\u80fd\u529b\uff0c\u4e3a\u6570\u636e\u667a\u80fd\u4f53\u6ce8\u5165\u65b0\u52a8\u80fd<\/h2>\n

Agentic AI\u7684\u8fc5\u901f\u5d1b\u8d77\uff0c\u91cd\u5851\u4e86\u4f01\u4e1a\u5185\u90e8\u8fd0\u8425\u5230\u5916\u90e8\u670d\u52a1\u7684\u6574\u4e2a\u4ef7\u503c\u94fe\uff0c\u8fd9\u4e9b\u5177\u5907\u81ea\u4e3b\u611f\u77e5\u3001\u63a8\u7406\u3001\u89c4\u5212\u5e76\u884c\u52a8\u7684\u667a\u80fd\u4f53\uff0c\u5bf9\u4f20\u7edf\u6570\u636e\u7ba1\u7406\u4f53\u7cfb\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002
\u636e\u6743\u5a01\u673a\u6784Gartner\u9884\u6d4b\uff0c\u52302028\u5e74\uff0c80%\u7684\u751f\u6210\u5f0fAI\u4e1a\u52a1\u5e94\u7528\u5c06\u5728\u4f01\u4e1a\u73b0\u6709\u7684\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u4e0a\u5f00\u53d1\uff0c\u4ece\u800c\u5c06\u5b9e\u65bd\u590d\u6742\u6027\u548c\u4ea4\u4ed8\u65f6\u95f4\u51cf\u5c1150%\u3002\u963f\u91cc\u4e91\u7476\u6c60\u6570\u636e\u5e93\u6df1\u523b\u6d1e\u5bdf\u8fd9\u4e00\u8d8b\u52bf\uff0c\u6838\u5fc3\u4ea7\u54c1\u5df2\u5168\u9762\u652f\u6301\u6a21\u578b\u7b97\u5b50\u80fd\u529b\uff08AI in SQL\uff09<\/strong>\uff0c\u4ee5\u524d\u77bb\u6027\u7684\u667a\u80fd\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u4e3a\u4e2d\u67a2\uff0c\u5168\u9762\u9a71\u52a8\u4f01\u4e1a\u7ea7\u6570\u636e\u5de5\u7a0b\u8d70\u5411\u667a\u80fd\u5316\u3002
\u7476\u6c60\u65d7\u4e0b\u7684\u591a\u6a21\u6570\u636e\u7ba1\u7406\u5e73\u53f0DMS: OneMeta+OneOps\uff0cOneMeta\u63d0\u4f9b\u652f\u630140+\u6570\u636e\u6e90\u7684\u591a\u6a21\u6001Catalog\uff0c\u6784\u5efa\u57fa\u7840\u5143\u6570\u636e\u5c42\u3001\u4e1a\u52a1\u77e5\u8bc6\u5c42\u548cAI\u5c31\u7eea\u670d\u52a1\u5c42\uff1bOneOps\u63d0\u4f9b\u6570\u636e\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u4e0e\u7f16\u6392\uff0c\u80fd\u591f\u5927\u5e45\u63d0\u5347\u591a\u6a21\u6001\u7684\u5f00\u53d1\u6548\u7387\uff0c\u652f\u6301\u767e\u4e07\u4efb\u52a1\u8c03\u5ea6\u89c4\u6a21\uff0c\u52a0\u901f\u4f01\u4e1a\u7ea7Agentic AI\u6784\u5efa\u3002\u76ee\u524d\uff0cDMS\u5df2\u670d\u52a1\u8d85\u8fc710\u4e07+\u4f01\u4e1a\u5ba2\u6237\uff0c\u5176\u4e2d\u5305\u62ec\u5bcc\u9014\u3001\u5929\u8d22\u5546\u9f99\u3001\u4e03\u732b\u7b49\u884c\u4e1a\u9886\u5148\u8005\u3002DMS\u52a9\u529b\u8fd9\u4e9b\u5ba2\u6237\u5c06\u591a\u6a21\u5f00\u53d1\u6548\u7387\u63d0\u9ad82\u500d\u4ee5\u4e0a\uff0c\u6570\u636e\u4ea4\u4ed8\u6548\u7387\u6700\u9ad8\u63d0\u53475\u500d\uff0c\u540c\u65f6\u964d\u4f4e90%\u5b89\u5168\u5408\u89c4\u98ce\u9669\u3002<\/p>\n

\u4f01\u4e1a\u5bf9\u591a\u6a21\u6570\u636e\u5904\u7406\u548c\u52a0\u5de5\u9700\u6c42\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u8ba9\u6570\u636e\u5e93\u6240\u627f\u8f7d\u7684\u7528\u6237\u4e1a\u52a1\u7c7b\u578b\u6108\u52a0\u590d\u6742\uff0c\u4e91\u6570\u636e\u5e93\u4e9f\u9700\u63d0\u4f9b\u6807\u51c6\u5316\u3001\u4e0d\u95f4\u65ad\u7684\u9ad8\u6548\u667a\u80fd\u670d\u52a1\u3002\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u963f\u91cc\u4e91\u5728\u4f1a\u4e0a\u91cd\u78c5\u53d1\u5e03\u300c\u7476\u6c60\u6570\u636e\u5e93ApsaraDB Agent\u667a\u80fd\u987e\u95ee\u300d\u548c\u4e00\u7cfb\u5217\u5168\u65b0\u4ea7\u54c1\u80fd\u529b\uff0c\u901a\u8fc7\u4e0e\u5927\u6a21\u578b\u6df1\u5ea6\u878d\u5408\uff0c\u5927\u5e45\u63d0\u5347\u4f01\u4e1a\u5185\u6570\u636e\u573a\u666f\uff08\u5f00\u53d1\u3001\u5206\u6790\u6d1e\u5bdf\u7b49\u73af\u8282\uff09\u7684\u4f7f\u7528\u6548\u7387\uff0c\u964d\u4f4e\u6280\u672f\u95e8\u69db\u3002\u8ba9\u7528\u6237\u5728AI\u65f6\u4ee3\u8f7b\u677e\u201c\u9a7e\u9a6d\u201d\u6570\u636e\uff0c\u4ece\u6570\u636e\u6cbb\u7406\u5230\u667a\u80fd\u51b3\u7b56\u90fd\u6e38\u5203\u6709\u4f59\u3002
\"image.png\"<\/p>\n

\u7476\u6c60\u6570\u636e\u5e93ApsaraDB Agent\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u30017<\/em>24\u5c0f\u65f6\u4e0d\u95f4\u65ad\u7684\u4e91\u6570\u636e\u5e93\u667a\u80fd\u987e\u95ee\u670d\u52a1\uff0c\u652f\u6301\u6570\u636e\u5e93\u5168\u4ea7\u54c1\u8054\u52a8\uff0c\u5e2e\u52a9\u7528\u6237\u81ea\u52a9\u89e3\u51b390%\u4ee5\u4e0a\u7684\u6570\u636e\u5e93\u4ea7\u54c1\u54a8\u8be2\u95ee\u9898\uff0c\u8986\u76d6\u7528\u6237\u6570\u636e\u5e93\u5b9e\u4f8b\u7ba1\u7406\u5168\u5468\u671f\uff0c\u5305\u542b\u9009\u578b\u3001\u4e0a\u4e91\u8fc1\u79fb\u3001\u4ea7\u54c1\u7ba1\u7406\u3001\u5b9e\u4f8b\u8fd0\u7ef4\u3001\u8ba1\u8d39\u7b49\u3002\u6b64\u5916\uff0c\u7476\u6c60\u6570\u636e\u5e93Agent\u8fd8\u53ef\u5316\u8eab\u201c\u6570\u5b57\u4eba\u201d\uff0c\u4e3a\u963f\u91cc\u4e91\u4e91\u5c0f\u4e8c\u63d0\u4f9b\u5728\u7ebf\u667a\u80fd\u8f85\u52a9\uff0c\u8ba9\u6bcf\u4e00\u4f4d\u4e91\u5c0f\u4e8c\u90fd\u80fd\u5316\u8eab\u6570\u636e\u5e93\u9886\u57df\u7684\u201c\u5168\u79d1\u4e13\u5bb6\u201d\u3002*<\/p>\n

ApsaraDB Agent\u7cfb\u5217\u4ea7\u54c1\u80fd\u529b\uff0c\u8fd8\u5305\u62ec\u4e86\u9762\u5411\u6570\u636e\u573a\u666f\u5b9e\u73b0\u6570\u636e\u5f00\u53d1\u548c\u5206\u6790\u7684Data Agent for Analytics\u3001\u9762\u5411\u4f01\u4e1a\u667a\u80fd\u8d44\u4ea7\u7ba1\u7406\u548c\u6cbb\u7406\u7684Data Agent for Meta\uff0c\u4ee5\u53ca\u9762\u5411\u4f01\u4e1a\u4e00\u7ad9\u5f0f\u6570\u636e\u5e93\u8fd0\u7ef4\u7684DAS Agent\u3002
\"image.png\"<\/p>\n

\u4ee5Data Agent for Analytics\u4e3a\u4f8b\uff0c\u5b83\u4f9d\u6258\u7476\u6c60\u6570\u636e\u5e93\u548c\u901a\u4e49\u5927\u6a21\u578b2\u5927\u5e95\u5ea7\u7684\u6838\u5fc3\u80fd\u529b\uff08\u4f01\u4e1a\u7ea7RAG\u3001\u957f\u671f\u8bb0\u5fc6\u3001NL2SQL\u7b49\uff09\uff0c\u80fd\u591f\u7cbe\u51c6\u7406\u89e3\u7528\u6237\u610f\u56fe\uff0c\u81ea\u52a8\u751f\u6210\u5e76\u6267\u884c\u6570\u636e\u5206\u6790\u8ba1\u5212\uff0c\u6700\u7ec8\u8f93\u51fa\u56fe\u6587\u5e76\u8302\u7684\u62a5\u544a\u3002Data Agent\u80fd\u5b66\u4e60\u5e76\u8bb0\u5fc6\u7528\u6237\u504f\u597d\u4e0e\u6570\u636e\u77e5\u8bc6\uff0c\u5c06\u76f8\u5173\u4fe1\u606f\u5b58\u50a8\u81f3\u957f\u671f\u8bb0\u5fc6\u4e0eDMS OneMeta\u77e5\u8bc6\u5e93\u3002\u8ba9\u539f\u672c\u590d\u6742\u7684\u4f01\u4e1a\u6570\u636e\u5206\u6790\u53ca\u6d1e\u5bdf\u8fc7\u7a0b\uff0c\u53d8\u5f97\u50cf\u65e5\u5e38\u5bf9\u8bdd\u4e00\u6837\u7b80\u5355\u9ad8\u6548\uff0c\u5b9e\u73b0\u201c\u8d8a\u7528\u8d8a\u806a\u660e\uff0c\u8d8a\u7528\u8d8a\u597d\u7528\u201d\u3002<\/p>\n

04\u3001AI\u52a0\u6301\uff0c\u4e0e\u7528\u6237\u5171\u8d74\u6570\u667a\u5316\u6d6a\u6f6e<\/h2>\n

\u636e\u6743\u5a01\u673a\u6784IDC\u6700\u65b0\u62a5\u544a\u663e\u793a\uff0c\u963f\u91cc\u4e91\u5df2\u8fde\u7eed6\u5e74\u4f4d\u5c45\u4e2d\u56fd\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5e02\u573a\u4efd\u989d\u7b2c\u4e00\u3002\u7531\u4e91\u539f\u751f\u548cAI\u9a71\u52a8\u7684\u963f\u91cc\u4e91\u7476\u6c60\u6570\u636e\u5e93\uff0c\u5df2\u670d\u52a1\u4e8e\u56fd\u5185\u5916\u5343\u884c\u767e\u4e1a\u7684\u6838\u5fc3\u4e1a\u52a1\u53ca\u65b0\u4e00\u4ee3AI\u5e94\u7528\u3002<\/p>\n

Manulife\uff08\u5b8f\u5229\uff09<\/strong> \u662f\u4e9a\u592a\u5730\u533aTOP 3\u7684\u4eba\u5bff\u4fdd\u9669\u516c\u53f8\uff0c\u5df2\u5728\u5168\u7403\u8fd0\u8425\u8d85\u8fc7137\u5e74\uff0c\u5728\u9999\u6e2f\u670d\u52a1\u8d85\u8fc7240\u4e07\u5ba2\u6237\u3002Manulife\u6b63\u52a0\u901f\u5411\u300c\u6570\u5b57\u5316\u5ba2\u6237\u4f53\u9a8c\u5f15\u9886\u8005\u300d\u8f6c\u578b\uff0c\u5e76\u4e14\u5145\u5206\u4e86\u89e3\u4e91\u7684\u4ef7\u503c\uff0c\u8ba1\u52122027\u5e74\u5b8c\u6210IDC\u5168\u9762\u4e0a\u4e91\u3002\u8fd9\u5176\u4e2d\u7684\u6700\u5927\u6311\u6218\u662f\u8fc1\u79fbOracle\u6570\u636e\u5e93\u81f3\u4e91\u4e0a\uff0c\u5305\u542b\u4fdd\u5355\u7ba1\u7406\u7cfb\u7edf\u8fd9\u4e00\u652f\u6491\u9999\u6e2f\u5168\u4e1a\u52a1\u7684\u6838\u5fc3\u5e94\u7528\u3002<\/p>\n

\u4e00\u65b9\u9762\uff0c\u51ed\u501f\u5176\u5728\u4fdd\u9669\u4e0e\u91d1\u878d\u670d\u52a1\u9886\u57df\u6df1\u539a\u7684\u5386\u53f2\u79ef\u6dc0\uff0cManulife Hong Kong\u62e5\u6709\u79ef\u7d2f\u4e86\u8fd130\u5e74\u7684\u4e1a\u52a1\u903b\u8f91\u548c\u4ee3\u7801\uff0c\u8981\u6c42\u5c3d\u53ef\u80fd\u65e0\u7f1d\u8fc1\u79fb\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u4e3a\u6ee1\u8db3\u91d1\u878d\u7ea7\u5bb9\u707e\u9700\u6c42\uff0c\u8be5\u4e91\u4e0a\u7cfb\u7edf\u5fc5\u987b\u5177\u5907\u9ad8\u5f39\u6027\u3001\u591a\u4e91\u7684\u5bb9\u707e\u80fd\u529b\uff0c\u5bf9\u6570\u636e\u5e93\u7684\u517c\u5bb9\u6027\uff0c\u5f39\u6027\u548c\u9ad8\u53ef\u7528\u80fd\u529b\u90fd\u6709\u7740\u6781\u9ad8\u7684\u8981\u6c42\u3002<\/p>\n

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\"image.png\"
Manulife\u4e9a\u592a\u9996\u5e2d\u6280\u672f\u5b98Ian Pritchard
Manulife\u4e9a\u592a\u9996\u5e2d\u6280\u672f\u5b98Ian Pritchard\u8868\u793a\uff1a\u201cPolarDB\u52a9\u529bManulife Hong Kong\u5e73\u6ed1\u8fc1\u79fb\u4e0a\u4e91\uff0c\u5e2e\u52a9\u6211\u4eec\u5927\u5e45\u964d\u4f4e\u4e86\u8fc1\u79fb\u548c\u7ef4\u62a4\u6210\u672c\uff0c\u540c\u65f6\u6027\u80fd\u3001\u5f39\u6027\u548c\u6269\u5c55\u6027\u5f97\u5230\u4e86\u663e\u8457\u63d0\u5347\u3002\u57fa\u4e8e\u6b64\u6b21\u6210\u529f\u7684\u5408\u4f5c\uff0c\u6211\u4eec\u5c06\u4e0e\u963f\u91cc\u4e91\u6570\u636e\u5e93\u56e2\u961f\u6df1\u5316\u4f19\u4f34\u5173\u7cfb\uff0c\u5171\u540c\u63a2\u7d22\u5177\u5907\u524d\u77bb\u6027\u7684\u6280\u672f\u529f\u80fd\uff0c\u6301\u7eed\u8d4b\u80fdManulife Hong Kong\u7684\u4e1a\u52a1\u53d1\u5c55\u3002\u201d<\/p>\n

\u4f5c\u4e3a\u56fd\u5185\u9886\u5148\u7684\u91d1\u878d\u4fe1\u606f\u670d\u52a1\u5546\uff0c\u8d22\u8054\u793e\u6df1\u5ea6\u5e94\u7528\u7476\u6c60\u6570\u636e\u5e93\u4ea7\u54c1\u7ec4\u5408\uff0c\u5b9e\u73b0\u6bcf\u4e2a\u8bc1\u5238\u4ea4\u6613\u65e5\u65e5\u5747\u5343\u6761\u5feb\u8baf\u7684\u4ea7\u80fd\uff0c\u4fe1\u606f\u53d1\u5e03\u66f4\u52a0\u51c6\u786e\u3001\u5feb\u901f\u3001\u6743\u5a01\u3001\u4e13\u4e1a\uff0c\u4e3a\u5168\u7403\u6295\u8d44\u8005\u53ca\u91d1\u878d\u673a\u6784\u4f20\u9012\u7ecf\u6d4e\u201c\u597d\u58f0\u97f3\u201d\u3002\u8d22\u8054\u793e\u57fa\u4e8e\u4e91\u539f\u751f\u6570\u4ed3AnalyticDB\u201cAI\u4e0a\u4e0b\u6587\u5de5\u7a0b\u201d\u89e3\u51b3\u65b9\u6848\u548c\u6570\u636e\u4f20\u8f93\u670d\u52a1DTS\u201cOne Channel For AI\u201d\u6570\u636e\u51c6\u5907\u80fd\u529b\uff0c\u6784\u5efa\u4e86AI\u667a\u6167\u5a92\u4f53\u7cfb\u7edf\u3002\u8be5\u7cfb\u7edf\u652f\u6491\u4e86\u70ed\u70b9\u4e8b\u4ef6\u6269\u5c55\u9605\u8bfb\u3001\u4e8b\u4ef6\u8109\u7edc\u5206\u6790\u3001\u8d22\u7ecf\u7c7b\u65b0\u95fb AI \u534f\u52a9\u64b0\u7a3f\u3001\u667a\u80fd\u8f85\u52a9\u5ba1\u7a3f\u7b49\u7cfb\u5217\u6838\u5fc3\u4e1a\u52a1\u573a\u666f\u3002<\/p>\n

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\"image.png\"
\u8d22\u8054\u793e\u603b\u7ecf\u7406\u80e1\u521a
\u8d22\u8054\u793e\u603b\u7ecf\u7406\u80e1\u521a<\/strong>\u5728\u5206\u4eab\u4e2d\u8868\u793a\uff1a\u201c\u8d22\u8054\u793e\u5e0c\u671b\u4e0e\u963f\u91cc\u4e91\u7476\u6c60\u6301\u7eed\u63a2\u7d22 AI \u667a\u6167\u5a92\u4f53\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5171\u540c\u6253\u9020\u4ef7\u503c\u6d41\u52a8\u7684\u91d1\u878d\u4fe1\u606f\u751f\u6001\u5e73\u53f0 \u3002\u201d<\/p>\n

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https:\/\/segmentfault.com\/a\/1190000047337014<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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