{"id":4495,"date":"2023-10-31T09:14:02","date_gmt":"2023-10-31T01:14:02","guid":{"rendered":""},"modified":"2023-10-31T09:14:02","modified_gmt":"2023-10-31T01:14:02","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/4495.html","title":{"rendered":"\u4e2d\u56fdAI\u5e73\u53f0\u6700\u65b0\u683c\u5c40\u51fa\u7089\uff01\u767e\u5ea6\u7efc\u5408\u5f97\u5206\u7b2c\u4e00\uff0c\u7b2c\u4e8c\u68af\u961f\u7ade\u4e89\u6fc0\u70c8\uff0c\u5927\u6a21\u578b\u52a0\u901f\u4e91\u5382\u5546\u8fdb\u5316"},"content":{"rendered":"
\n

\u58f0\u660e:\u672c\u6587\u6765\u81ea\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7 \u91cf\u5b50\u4f4d\uff08ID:QbitAI\uff09\uff0c\u4f5c\u8005:\u660e\u654f \u9c7c\u7f8a\uff0c\u6388\u6743\u5fae\u65b0\u521b\u60f3\u8f6c\u8f7d\u53d1\u5e03\u3002<\/p>\n<\/blockquote>\n

\u5927\u6a21\u578b\u8d8b\u52bf\uff0c\u7ed9\u4e0e\u4e4b\u76f8\u5173\u7684\u4e00\u5207\u6765\u4e86\u4ebf\u70b9\u201c\u5c0f\u9707\u64bc\u201d\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd<\/span>\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0<\/strong>\u6b63\u662f\u5176\u4e2d\u4e4b\u4e00\u3002<\/p>\n

\u5b83\u4e0e\u5927\u6a21\u578b\u8d8b\u52bf\u7d27\u5bc6\u76f8\u5173\uff0c\u80fd\u76f4\u63a5\u53cd\u6620\u51fa\u5404\u5927\u4e91\u5382\u5546\u7684AI\u6280\u672f\u7814\u53d1\u50a8\u5907\u6c34\u5e73\uff0c\u4ee5\u53ca\u5bf9\u6700\u65b0<\/span>\u8d8b\u52bf\u7684\u6d1e\u5bdf\u548c\u7406\u89e3\u80fd\u529b\u3002<\/p>\n

\u7a76\u7adf\u8c01\u5bb6\u5b9e\u529b\u66f4\u5f3a?\u6b63\u88ab\u4e1a\u5185\u6240\u6d25\u6d25\u4e50\u9053\u3002<\/p>\n

\u800c\u6280\u672f\u98ce\u5411\u5267\u53d8\u4e4b\u4e0b\uff0cAI\/ML\u5e73\u53f0\u4e5f\u6709\u4e86\u65b0\u7684\u8bc4\u4ef7\u6807\u51c6\u3002<\/p>\n

\u56fd\u9645\u6743\u5a01<\/span>\u673a\u6784Forrester\u6700\u65b0<\/span>\u53d1\u5e03\u7684\u201c\u9996\u4efd\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u62a5\u544a<\/strong>\u201d\uff0c\u6070\u9022\u5176\u65f6\u7ed9\u51fa\u53c2\u8003\u3002<\/p>\n

Forrester Research\u662f\u4e00\u5bb6\u72ec\u7acb\u7684\u6280\u672f\u548c\u5e02\u573a\u8c03\u7814\u516c\u53f8\uff0c\u5176\u53d1\u5e03\u7684\u4e3b\u9898\u62a5\u544a\u5728\u4e2d\u56fd\u4e43\u81f3\u5168\u7403\u8303\u56f4\u5185\u5177\u6709\u5f88\u9ad8\u7684\u5e02\u573a\u8ba4\u53ef\u5ea6\u3002<\/p>\n

\u5176\u4e2dThe Forrester Wave\u7c7b\u578b\u4e24\u5e74\u53d1\u5e03\u4e00\u6b21\uff0c\u662fForrester\u5f71\u54cd\u529b\u6700\u9ad8<\/span>\u7684\u62a5\u544a\u7c7b\u578b<\/strong>\u3002<\/p>\n

\n

\u62a5\u544a\u8c03\u7814\u4e86\u56fd\u5185\u5e02\u573a14\u5bb6\u4e3b\u6d41\u4e91\u5382\u5546<\/strong>\uff0c\u5305\u62ec\u767e\u5ea6\u667a\u80fd\u4e91\u3001\u963f\u91cc\u4e91\u3001\u534e\u4e3a\u4e91\u3001\u817e\u8baf\u4e91\u7b49\uff0c\u4ece\u4ea7\u54c1\u80fd\u529b<\/strong>\u3001\u6218\u7565\u89c4\u5212<\/strong>\u548c\u5e02\u573a\u8868\u73b0<\/strong>\u4e09\u4e2a\u65b9\u9762\u5bf9\u5176\u8fdb\u884c\u8bc4\u6d4b\u3002<\/p>\n

\u57fa\u4e8e25\u9879\u7ec6\u5206\u6807\u51c6\u7684\u5168\u9762\u8bc4\u4f30\uff0cForrester\u5c06\u8fd914\u5bb6\u4e3b\u6d41\u5382\u5546\u5212\u5206\u4e3a4\u4e2a\u8c61\u9650:\u9886\u5bfc\u8005<\/span>\u3001\u4f18\u79c0\u8868\u73b0\u8005\u3001\u7ade\u4e89\u8005\u548c\u6311\u6218\u8005<\/strong>\u3002<\/p>\n

\u5177\u4f53\u4eae\u70b9\uff0c\u4e00\u8d77\u6765\u770b\u3002<\/p>\n

\u65b0\u8d8b\u52bf\u5e26\u6765\u54ea\u4e9b\u65b0\u6807\u51c6<\/h2>\n

\u5148\u6765\u770b\u62a5\u544a\u7684\u6838\u5fc3\u7ed3\u8bba\u3002<\/p>\n

\u5728\u8fd9\u5f20\u8c61\u9650\u56fe\u91cc\uff0c\u4ee5\u6218\u7565\u6c34\u5e73\u4e3a\u6a2a\u8f74\u3001\u4ea7\u54c1\u80fd\u529b\u4e3a\u7eb5\u8f74\uff0c\u6309\u7167\u9886\u5bfc\u8005<\/span>\u3001\u4f18\u79c0\u8868\u73b0\u8005\u3001\u7ade\u4e89\u8005\u548c\u6311\u6218\u8005\u56db\u4e2a\u8c61\u9650\u8fdb\u884c\u5212\u5206\uff0c\u540c\u65f6\u4e5f\u4f53\u73b0\u4e86\u5404\u5bb6\u7684\u5e02\u573a\u8868\u73b0\u3002<\/p>\n

\n

\u5404\u4e2a\u8c61\u9650\u7684\u5206\u5e03\u5982\u4e0b:<\/p>\n

\u9886\u5bfc\u8005<\/span>\uff082\u4e2a\uff09\u3001\u4f18\u79c0\u8868\u73b0\u8005(5\u4e2a)\u3001\u7ade\u4e89\u8005(4\u4e2a)\u3001\u6311\u6218\u8005(3\u4e2a)\u3002<\/p>\n

\u4f4d\u4e8e\u7b2c\u4e00<\/span>\u68af\u961f\u7684\u5206\u522b\u662f\u767e\u5ea6\u667a\u80fd\u4e91\u548c\u963f\u91cc\u4e91\u3002\u5176\u4e2d\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u8868\u73b0\u4eae\u773c\uff0c\u62ff\u4e0b\u7efc\u5408\u5f97\u5206\u7b2c\u4e00<\/span>\u3002<\/p>\n

\u7b2c\u4e8c\u68af\u961f\u7ade\u4e89\u6700\u4e3a\u6fc0\u70c8<\/strong>\uff0c5\u5bb6\u5382\u5546\u5728\u8c61\u9650\u56fe\u4e2d\u7684\u4f4d\u7f6e\u975e\u5e38\u7d27\u51d1\u3002<\/p>\n

\u5982\u4e0a\u7ed3\u8bba\u662fForrester\u8fdb\u884c25\u9879\u8bc4\u4f30\u540e\u5f97\u51fa\u7684\u7ed3\u679c\u3002<\/p>\n

\u800c\u9664\u4e86\u68b3\u7406\u5f53\u4e0b\u4e2d\u56fd\u5e02\u573aAI\/ML\u5e73\u53f0\u7ade\u4e89\u683c\u5c40\u5916\uff0cForrester\u66f4\u8fdb\u4e00\u6b65\u4e3a\u8bc4\u4f30AI\/ML\u5e73\u53f0\u63d0\u51fa\u65b0\u7684\u6807\u51c6\u53c2\u8003\u3002<\/p>\n

\u4ee5\u4e0b\u4e09\u70b9\u6700\u4e3a\u5173\u952e:<\/p>\n

    \n
  • \n

    \u5168\u9762\u7684\u5de5\u5177\u94fe<\/p>\n<\/li>\n

  • \n

    \u6613\u7528\u7684\u52a0\u901f\u5668<\/p>\n<\/li>\n

  • \n

    \u89c4\u6a21\u5316\u7684\u6a21\u578b\u8fd0\u8425\uff08ModelOps\uff09<\/p>\n<\/li>\n<\/ul>\n

    \u4e3a\u4ec0\u4e48?<\/p>\n

    Forrester\u8ba4\u4e3a\uff0c\u5728\u751f\u6210\u5f0fAI\u548c\u5927\u6a21\u578b\u8d8b\u52bf\u5f71\u54cd\u4e0b\uff0cAI\u5e94\u7528\u843d\u5730\u88ab\u66f4\u8fdb\u4e00\u6b65\u91cd\u89c6\uff0c\u4ee5\u63a8\u52a8\u751f\u4ea7\u529b\u6c34\u5e73\u63d0\u9ad8\u3001\u52a0\u901f\u4e1a\u52a1\u521b\u65b0\u3002<\/p>\n

    \u5728\u5f53\u4e0b\u7684\u4e2d\u56fd\u5e02\u573a\u91cc\uff0c\u4f01\u4e1a\u6b63\u8feb\u5207\u9700\u8981\u80fd\u5728\u81ea\u8eab\u4e1a\u52a1\u73af\u5883\u5185\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684AI\/ML\u5e73\u53f0\u3002<\/p>\n

    \u800c\u60f3\u8981\u6ee1\u8db3\u5e02\u573a\u9700\u6c42\uff0c\u5982\u4e0a\u63d0\u51fa\u7684\u4e09\u4e2a\u65b9\u9762\u7f3a\u4e00\u4e0d\u53ef\u3002<\/p>\n

    \u5176\u4e00\uff0c\u8981\u6709\u63d0\u4f9b\u6570\u636e\u7ba1\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u548cAI\u5e94\u7528\u5f00\u53d1\u80fd\u529b\u7684\u5de5\u5177\u94fe\u3002<\/strong><\/p>\n

    \u8fd9\u4e5f\u662fAI\/ML\u5e73\u53f0\u7684\u6838\u5fc3\u3002<\/p>\n

    Forrester\u63d0\u51fa\u5e73\u53f0\u65b9\u4e0d\u4ec5\u8981\u5173\u6ce8\u6a21\u578b\u6784\u5efa\u3001\u8bad\u7ec3\u8bc4\u4f30\u65b9\u9762\u7684\u5173\u952e\u5de5\u5177\uff0c\u8fd8\u5e94\u8be5\u91cd\u89c6AI\u5e94\u7528\u5f00\u53d1<\/strong>\u6240\u9700\u7684\u5de5\u5177\u3002<\/p>\n

    \u6bd4\u5982\u9762\u5411\u4e13\u4e1a\u4eba\u5458\u63d0\u4f9b\u7684AI\u6846\u67b6\u3001Notebook;\u9762\u5411\u4e1a\u52a1\u4eba\u5458\u7684\u4f4e\u4ee3\u7801\u3001\u53ef\u89c6\u5316\u5de5\u5177\u3002<\/p>\n

    \u9664\u6b64\u4e4b\u5916\uff0c\u6570\u636e\u7ba1\u7406\u5de5\u5177\u5bf9\u6a21\u578b\u6784\u5efa\u4e5f\u6709\u91cd\u8981\u5f71\u54cd\u3002<\/p>\n

    \u5176\u4e8c\uff0c\u63d0\u4f9b\u9762\u5411\u884c\u4e1a\u7684\u6613\u7528\u52a0\u901f\u5668\u3002<\/strong><\/p>\n

    Forrester\u6307\u51fa\u56fd\u5185\u5e02\u573a\u5927\u591a\u516c\u53f8\u90fd\u7f3a\u4e4f\u65e2\u61c2AI\u7b97\u6cd5\u53c8\u61c2\u4e1a\u52a1\u77e5\u8bc6\u7684\u5de5\u7a0b\u5e08\uff0c\u8fd9\u4f7f\u5f97\u4ed6\u4eec\u5f88\u96be\u6839\u636e\u81ea\u8eab\u4e1a\u52a1\u9700\u6c42\u91cf\u8eab\u5b9a\u5236\u7b97\u6cd5\u3002<\/p>\n

    \u76ee\u524d\u4ed6\u4eec\u62e5\u62b1\u5927\u6a21\u578b\u8d8b\u52bf\u7684\u201c\u59ff\u52bf\u201d\uff0c\u8981\u4e48\u662f\u62ff\u6765\u5927\u6a21\u578b\u5fae\u8c03\u3001\u8981\u4e48\u662f\u8fdb\u884c\u63d0\u793a\u5de5\u7a0b\u3002<\/p>\n

    \u6240\u4ee5\uff0c\u80fd\u52a0\u901fAI\u6a21\u578b\u6784\u5efa\u3001\u5e94\u7528\u5f00\u53d1\u7684\u52a0\u901f\u5de5\u5177\u975e\u5e38\u5173\u952e\u3002\u5982\u53ef\u89c6\u5316\u5de5\u5177\u3001\u4f4e\u4ee3\u7801\u5f00\u53d1\u7b49\u90fd\u80fd\u8fdb\u4e00\u6b65\u52a0\u901f\u521b\u65b0\u3002<\/p>\n

    \u5176\u4e09\uff0c\u901a\u8fc7\u5927\u89c4\u6a21\u7684\u6a21\u578b\u8fd0\u8425\u52a0\u901f\u5927\u6a21\u578b\u843d\u5730\u3002<\/strong><\/p>\n

    \u6a21\u578b\u8fd0\u8425\uff08ModelOps\uff09\u5305\u62ec\u6a21\u578b\u90e8\u7f72\u3001\u76d1\u63a7\u3001\u66f4\u65b0\u3001\u81ea\u52a8\u5316\u7b49\u65b9\u9762\uff0c\u53ef\u89e3\u51b3\u6a21\u578b\u6f02\u79fb\u3001\u6027\u80fd\u4e0b\u964d\u3001\u5b89\u5168\u7ef4\u62a4\u548c\u6a21\u578b\u66f4\u65b0\u7b49\u95ee\u9898\uff0c\u63d0\u4f9bA\/B\u6d4b\u8bd5\u3001\u81ea\u52a8\u8c03\u6574\u3001\u6a21\u578b\u518d\u8bad\u7ec3\u7b49\u80fd\u529b\u3002<\/p>\n

    \u5728\u4f01\u4e1a\u62e5\u62b1\u5927\u6a21\u578b\u8d8b\u52bf\u4e0b\uff0c\u5177\u5907\u5927\u89c4\u6a21\u6a21\u578b\u8fd0\u8425\u7684AI\/ML\u5e73\u53f0\u80fd\u66f4\u597d\u5e2e\u52a9\u4f01\u4e1a\u5f00\u53d1\u90e8\u7f72\u7ba1\u7406AI\u6a21\u578b\uff0c\u66f4\u8fdb\u4e00\u6b65\u63a8\u52a8\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u3001\u964d\u672c\u589e\u6548\u3002<\/p>\n

    \u603b\u7ed3\u6765\u770b\uff0c\u4e00\u4e2aAI\/ML\u5e73\u53f0\u60f3\u8981\u6210\u4e3a\u65b0\u8d8b\u52bf\u4e2d\u7684\u9886\u5148\u8005\uff0c\u9700\u8981\u63d0\u4f9b\u7b80\u5355\u6613\u7528\u7684\u5de5\u5177\u3001\u6ee1\u8db3\u884c\u4e1a\u9700\u6c42\u3001\u5e76\u80fd\u52a0\u901f\u4f01\u4e1a\u5e94\u7528AI\u3002<\/p>\n

    \u800c\u66f4\u5177\u4f53\u9700\u8981\u5177\u5907\u54ea\u4e9b\u80fd\u529b\uff0c\u8fd8\u5f97\u4ece\u5f53\u4e0b\u9886\u5148\u8005\u8eab\u4e0a\u5c55\u5f00\u5206\u6790\u3002<\/p>\n

    \u5982\u4f55\u8dfb\u8eab\u201c\u9886\u5bfc\u8005<\/span>\u201d\u8c61\u9650?<\/h2>\n

    \u5728\u672c\u6b21Forrester\u62a5\u544a\u4e2d\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u7684\u8868\u73b0\u8ba9\u4eba\u773c\u524d\u4e00\u4eae\u3002<\/p>\n

    \u5b83\u662f\u552f\u4e8c\u8fdb\u5165\u5230\u201c\u9886\u5bfc\u8005<\/span>\u201d\u8c61\u9650\u7684\u4e91\u5382\u5546\uff0c\u540c\u65f6\u8fd8\u83b7\u5f97\u7efc\u5408\u5f97\u5206\u7b2c\u4e00<\/span>\u30019\u9879\u7ec6\u5206\u8bc4\u5206\u7b2c\u4e00<\/span>\u3002<\/p>\n

    \u4ea7\u54c1\u80fd\u529b\u65b9\u9762\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u5728\u6570\u636e\u3001\u8bad\u7ec3\u3001\u9884\u6d4b\u63a8\u7406\u3001\u5e94\u7528\u56db\u4e2a\u7ec6\u5206\u9886\u57df\u90fd\u5904\u4e8e\u9886\u5148\u6c34\u5e73\u3002<\/p>\n

    \u540c\u65f6\u5728\u6218\u7565\u7ef4\u5ea6\u548c\u5e02\u573a\u89c4\u6a21\u65b9\u9762\uff0c\u767e\u5ea6\u4e5f\u5728\u5176\u4e2d\u591a\u4e2a\u9879\u76ee\u83b7\u5f97\u7b2c\u4e00<\/span>\u3002<\/p>\n

    \n

    Forrester\u8bc4\u4ef7\u767e\u5ea6\u667a\u80fd\u4e91\u4e3a\u201c\u4e2d\u56fd\u57fa\u7840\u6a21\u578b\u7684\u5148\u884c\u8005\u4e4b\u4e00\u201d:<\/p>\n

    \n

    \u767e\u5ea6\u667a\u80fd\u4e91\u5c06ERNIE\u7cfb\u5217\u57fa\u7840\u6a21\u578b<\/strong>\u5d4c\u5165\u5230\u5177\u6709\u53ef\u9760\u4ea7\u54c1\u8def\u7ebf\u56fe\u7684\u4ea7\u54c1\u7ec4\u5408\u4e2d\uff0c\u5176\u56f4\u7ed5PaddlePaddle\u7684\u6d3b\u8dc3\u751f\u6001\u7cfb\u7edf<\/strong>\u80fd\u6709\u6548\u5730\u5438\u5f15\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u4eba\u5458\u8fdb\u884c\u5171\u540c\u521b\u65b0\u3002<\/p>\n<\/blockquote>\n

    \u5176\u5177\u4f53\u80fd\u529b\u6765\u81ea\u767e\u5ea6AI\u5e73\u53f0\uff0c\u4ea7\u54c1\u5305\u62ecBML\u3001EasyDL\u548c\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06\u5927\u6a21\u578b\u5e73\u53f0\u7b49\u3002<\/p>\n

    \u800c\u4ee5\u767e\u5ea6\u667a\u80fd\u4e91AI\u5e73\u53f0\u4e3a\u4f8b\uff0c\u4fbf\u53ef\u66f4\u5177\u4f53\u5206\u6790\u5f53\u4e0bAI\/ML\u5e73\u53f0\u60f3\u8981\u5728\u5e02\u573a\u4e2d\u5360\u636e\u9886\u5148\u8eab\u4f4d\uff0c\u5e94\u8be5\u5177\u5907\u54ea\u4e9b\u80fd\u529b\u3002<\/p>\n

    \u6309\u7167Forrester\u62a5\u544a\u7684\u5212\u5206\u7ef4\u5ea6\uff0c\u5177\u4f53\u80fd\u529b\u53ef\u4ece\u4e94\u65b9\u9762\u51fa\u53d1:\u6570\u636e\u3001\u8bad\u7ec3\u3001\u9884\u6d4b\u63a8\u7406\u3001\u5e94\u7528\u548c\u67b6\u6784\u3002\u8fd9\u4e5f\u662fAI\u6a21\u578b\u5f00\u53d1\u5e94\u7528\u8fc7\u7a0b\u4e2d\u6700\u6838\u5fc3\u7684\u4e94\u5927\u8981\u7d20\u3002<\/p>\n

    \u9996\u5148\u6765\u770b\u6570\u636e\u65b9\u9762\u3002<\/strong><\/p>\n

    \u5728\u6570\u636e\u5904\u7406\u90e8\u5206\uff0c\u767e\u5ea6AI\u5e73\u53f0\u53ef\u540c\u65f6\u5904\u7406\u7ed3\u6784\u5316\u3001\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002<\/p>\n

    \u652f\u630165\u79cd\u4ee5\u4e0a\u7684\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff0c\u5305\u62ec\u997c\u56fe\u3001\u70ed\u529b\u56fe\u3001\u6563\u70b9\u56fe\u3001\u5730\u56fe\u7b49\u3002\u652f\u630110+\u79cd\u8fc7\u6ee4\u7ec4\u4ef6<\/strong>\uff0c\u7528\u6237\u53ea\u9700\u8fdb\u884c\u7b80\u5355\u914d\u7f6e\u548c\u62d6\u62fd\uff0c\u5c31\u80fd\u5b9e\u73b0\u5b9e\u65f6\u6570\u636e\u76d1\u63a7\u3001\u8f85\u52a9\u51b3\u7b56\u3002<\/p>\n

    \u540c\u65f6\u8fd8\u652f\u630130+\u79cd\u6570\u636e\u683c\u5f0f\u6807\u6ce8\uff0c\u63d0\u5347\u5efa\u6a21\u73af\u8282\u4e2d\u4eba\u529b\u6700\u4e3a\u96c6\u4e2d\u7684\u6807\u6ce8\u73af\u8282\u7684\u6548\u7387\u3002<\/p>\n

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    \u6bd4\u5982\u670910000\u5f20\u56fe\u9700\u8981\u6807\u6ce8\uff0c\u7cfb\u7edf\u4f1a\u5c06\u6709\u7279\u70b9\u7684\u56fe\u524d\u7f6e\u3001\u6709\u91cd\u590d\u6027\u7684\u540e\u7f6e\uff0c\u8fd9\u6837\u4e00\u6765\u53ea\u6807\u6ce8\u524d3000\u5f20\u56fe\uff0c\u540e7000\u5f20\u5c31\u80fd\u81ea\u52a8\u6807\u597d\u3002<\/p>\n

    \u636e\u4ecb\u7ecd\uff0c\u8fd9\u79cd\u65b9\u5f0f\u5e73\u5747\u53ef\u4e3a\u4f01\u4e1a\u7528\u6237\u8282\u770170-90%<\/strong>\u7684\u4eba\u529b\u3002\u5927\u5e45\u964d\u4f4e\u4e86\u201c\u4eba\u5de5\u667a\u80fd\u201d\u4e2d\u4eba\u5de5\u7684\u6bd4\u4f8b\u3002<\/p>\n

    \u6b64\u5916\uff0c\u5728\u7279\u5f81\u5de5\u7a0b\u65b9\u9762\uff0c\u767e\u5ea6AI\u5e73\u53f0\u96c6\u6210\u4e86\u4e13\u4e1a\u7ea7\u7279\u5f81\u5e93\u7ba1\u7406\u80fd\u529b<\/strong>\uff0c\u63d0\u4f9b\u7279\u5f81\u7684\u589e\u5220\u6539\u67e5\u3001\u7279\u5f81\u751f\u4ea7\u3001\u7279\u5f81\u5171\u4eab\u3001\u7279\u5f81\u7248\u672c\u7ba1\u7406\u3001\u6570\u636e\u9a8c\u8bc1\u7b49\u529f\u80fd\u3002<\/p>\n

    \u652f\u6301\u6279\u5f0f\u3001\u6d41\u5f0f\u4e0d\u540c\u5f62\u5f0f\u6570\u636e\u7528\u4e8e\u9884\u6d4b\u670d\u52a1\uff0c\u8fd9\u6837\u80fd\u4fdd\u8bc1\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u7ec8\u9884\u6d4b\u65f6\u7279\u5f81\u4e00\u81f4\uff0c\u76f4\u63a5\u5173\u4e4e\u6a21\u578b\u7684\u51c6\u786e\u6027\u9ad8\u4f4e<\/strong>\u3002<\/p>\n

    \u4ee5\u4e0a\u80fd\u529b\u53cd\u6620\u5230\u5177\u4f53\u6570\u5b57\u5c42\u9762\uff0cForrester\u62a5\u544a\u7ed9\u767e\u5ea6AI\u5e73\u53f0\u7684\u6570\u636e\u80fd\u529b\u6253\u5206\u4e3a5\uff08\u6ee1\u5206\uff09\uff0c\u5927\u5e45\u9886\u5148\u4e8e\u5176\u4ed6\u5382\u5546\u3002<\/p>\n

    \n

    \u5176\u4e8c\u662f\u6a21\u578b\u8bad\u7ec3\u73af\u8282\u3002<\/strong><\/p>\n

    \u8fd9\u4e5f\u662f\u6700\u65b0<\/span>\u8d8b\u52bf\u4e2d\u5e02\u573a\u9700\u6c42\u6700\u660e\u663e\u7684\u65b9\u9762\u4e4b\u4e00\uff0c\u5b83\u7684\u53d7\u4f17\u4e0d\u4ec5\u6709\u4e13\u4e1a\u5f00\u53d1\u8005\uff0c\u8fd8\u5305\u62ec\u5bf9AI\u7b97\u6cd5\u5e76\u4e0d\u4e13\u957f\u7684\u4e1a\u52a1\u4eba\u5458\uff0c\u6240\u4ee5\u8fd9\u8981\u6c42\u63d0\u4f9b\u80fd\u529b\u7684AI\/ML\u5e73\u53f0\u8981\u8db3\u591f\u6613\u7528\u548c\u7075\u6d3b\u3002<\/p>\n

    \u53c2\u7167\u767e\u5ea6AI\u5e73\u53f0\u7684\u505a\u6cd5\u3002<\/p>\n

    \u4e00\u65b9\u9762\u662f\u91cd\u89c6\u201c\u5e7f\u5ea6\u201d\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u7684\u5efa\u6a21\u548c\u8bad\u7ec3\uff0c\u5982\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6587\u672c\u3001\u8bed\u97f3\u7b49\u3002<\/p>\n

    \u5efa\u6a21\u65b9\u5f0f\u4e5f\u5f88\u7075\u6d3b\uff0c\u652f\u6301Notebook\/WebIDE\u5f00\u53d1\u3001\u62d6\u62fd\u5f0f\u53ef\u89c6\u5316\u5f00\u53d1\u3001\u811a\u672c\u8c03\u53c2\u3001\u81ea\u5b9a\u4e49\u4f5c\u4e1a\u7b49\u591a\u79cd\u5efa\u6a21\u65b9\u5f0f\uff0c\u53ef\u4ee5\u9762\u5411\u4e0d\u540c\u4e13\u4e1a\u6c34\u5e73\u4eba\u7fa4\uff0c\u5b8c\u6210\u9ad8\u7cbe\u5ea6\u6a21\u578b\u7684\u5b9a\u5236\u5f00\u53d1\u3002<\/p>\n

    \u53e6\u4e00\u65b9\u9762\u662f\u201c\u6df1\u5ea6\u201d\u3002\u5728\u81ea\u5bb6\u98de\u6868\u7b97\u6cd5\u56e2\u961f\u7684\u652f\u6301\u4e0b\uff0c\u767e\u5ea6AI\u5e73\u53f0\u5bf9\u5927\u91cf\u7684\u573a\u666f\u7b97\u5b50\u505a\u4e86\u6df1\u5ea6\u4f18\u5316\u3002\u5305\u62ec\u56fe\u50cf\u5206\u7c7b\u3001\u7269\u4f53\u68c0\u6d4b\u3001\u6587\u672c\u5206\u7c7b\u3001\u5e8f\u5217\u6807\u6ce8\u7b49\u65b9\u9762\u3002<\/p>\n

    \u6bd4\u5982\u57fa\u4e8ePaddle\u7b97\u5b50\u8fdb\u884c\u6df1\u5ea6\u4f18\u5316\u7684PP YOLO\uff0c\u6548\u679c\u5df2\u7ecf\u8d85\u8d8a\u4e86\u76ee\u6807\u68c0\u6d4b\u9886\u57df\u6807\u6746YOLO V3\u3002<\/p>\n

    \u6613\u7528\u6027\u4e5f\u662f\u4e00\u5927\u91cd\u70b9\u3002\u5728\u767e\u5ea6AI\u5e73\u53f0\u4e0a\u53ef\u4ee5\u5b9e\u73b0\u96f6\u4ee3\u7801\u5efa\u6a21<\/strong>\u548c\u53ef\u89c6\u5316\u5efa\u6a21<\/strong>\u3002\u524d\u8005\u53ea\u9700\u7528\u6237\u4e0a\u4f20\u6570\u636e\u3001\u9009\u62e9\u7c7b\u578b\u5373\u53ef\u5f00\u59cb\u5efa\u6a21;\u540e\u8005\u901a\u8fc7\u62d6\u62c9\u62fd\u62fc\u63a5\u7ec4\u4ef6\u3001\u8bbe\u7f6e\u5404\u4e2a\u90e8\u5206\u53c2\u6570\u5373\u53ef\u7ec4\u914d\u51fa\u4e00\u4e2a\u5efa\u6a21\u6d41\u7a0b\u3002<\/p>\n

    \u53e6\u5916\uff0c\u5f53\u4e0bAI\u8ba1\u7b97\u91cf\u6b63\u4ee5\u6bcf\u5e74\u81f3\u5c1110\u500d\u7684\u901f\u5ea6\u589e\u957f\uff0c\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e2d\u8c03\u6574\u4efb\u52a1\u8d44\u6e90\u7684\u80fd\u529b\u4e5f\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u767e\u5ea6AI\u5e73\u53f0\u652f\u6301\u591a\u673a\u591a\u5361\u5206\u5e03\u5f0f\u8bad\u7ec3\uff0c\u5e76\u63d0\u4f9b\u591a\u79cd\u7c7b\u578b\u7b97\u529b\u8d44\u6e90\u3002<\/p>\n

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    \u5176\u63a8\u7406\u6a21\u5757Model Serve\u652f\u630116\u79cdAI\u6846\u67b6\uff0c\u5305\u62ec\u6700\u5e38\u89c1\u7684Paddle\u3001Tensor Flow\u3001PyTorch\uff0c\u4ee5\u53ca\u79d1\u5b66\u8ba1\u7b97\u65b9\u9762\u7684Matlab\/R\uff0c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u7684Xg boost\u7b49\u3002<\/p>\n

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    \u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u767e\u5ea6AI\u5e73\u53f0\u662f\u56fd\u5185\u7b2c\u4e00<\/span>\u5bb6\u8fbe\u5230\u4fe1\u901a\u9662MLOps\u6807\u51c6\u65d7\u8230\u7ea7\u7684\u5e73\u53f0<\/strong>\u3002<\/p>\n

    \u76ee\u524d\u767e\u5ea6AI\u5e73\u53f0\u7684\u80fd\u529b\u5df2\u7ecf\u5411\u91d1\u878d\u3001\u80fd\u6e90\u3001\u4ea4\u901a\u7b49\u884c\u4e1a\u8f93\u51fa\u3002\u670d\u52a1\u6d66\u53d1\u94f6\u884c\u3001\u5317\u4eac\u94f6\u884c\uff0c\u4ee5\u53ca\u56fd\u5bb6\u7535\u7f51\u3001\u5357\u65b9\u7535\u7f51\u7b49\u3002<\/p>\n

    2022\u5e74\uff0c\u767e\u5ea6\u667a\u80fd\u4e91AI\u5e73\u53f0\u516c\u6709\u4e91\u4ed8\u8d39\u7528\u6237\u6570\u589e\u957f49%\uff0c\u79c1\u6709\u5316\u5ba2\u6237\u6570\u589e\u957f32%\uff0c\u5f00\u53d1\u8005\u589e\u52a0\u4e86122.8\u4e07\uff0c\u589e\u957f\u738740%\u5de6\u53f3;\u590d\u8d2d\u7387\u8fde\u5e74\u4e0a\u5347\uff0c\u5728\u91cd\u70b9\u884c\u4e1a\u4e2d\u590d\u8d2d\u7387\u5df2\u7ecf\u8fbe\u523050%\u3002<\/p>\n

    \u6700\u540e\u5728\u67b6\u6784\u7ef4\u5ea6\u4e0a\uff0c\u767e\u5ea6AI\u5e73\u53f0\u7684\u67b6\u6784\u8bbe\u8ba1\u5728Forrester\u8bc4\u5206\u4e2d\u83b7\u5f97\u4e86\u6ee1\u5206\u3002<\/p>\n

    \n

    \u5982\u679c\u7528\u4e00\u53e5\u8bdd\u603b\u7ed3\uff0c\u767e\u5ea6AI\u5e73\u53f0\u8fbe\u5230\u201c\u9886\u5bfc\u8005<\/span>\u201d\u6c34\u5e73\uff0c\u5c31\u662f\u505a\u5230\u4e86:<\/p>\n

    \n

    \u7b97\u6cd5\u591a\u3001\u5de5\u5177\u591a\u3001\u8fd0\u884c\u5feb\u3001\u6548\u679c\u597d\uff0c\u8fd8\u8282\u7701\u670d\u52a1\u5668\u548c\u4eba\u529b\uff0c\u540c\u65f6\u4fdd\u969c\u5b89\u5168\u548c\u6613\u7528\u3002<\/p>\n<\/blockquote>\n

    \u800c\u901a\u8fc7\u5bf9\u767e\u5ea6AI\u5e73\u53f0\u6574\u4f53\u80fd\u529b\u7684\u5206\u6790\u5c31\u4e0d\u96be\u53d1\u73b0\uff0c\u5176\u4e2d\u5f88\u591a\u5de5\u5177\u3001\u6784\u601d\u90fd\u6b63\u7b26\u5408\u5f53\u4e0b\u5927\u6a21\u578b\u8d8b\u52bf\u7684\u65b0\u9700\u6c42\u3002<\/p>\n

    \u5b9e\u9645\u4e0a\uff0c\u5728\u6280\u672f\u98ce\u5411\u5267\u53d8\u7684\u80cc\u666f\u4e0b\uff0c\u4e0d\u4ec5\u5bf9\u5df2\u6709\u67b6\u6784\u8c03\u6574\u4ee5\u9002\u5e94\u9700\u6c42\u53d8\u5316\uff0c\u63d0\u51fa\u65b0\u7684\u5e94\u5bf9\u4e4b\u9053\uff0c\u4e5f\u662f\u8d8b\u52bf\u4f7f\u7136\u3002<\/p>\n

    \u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u4e91\u4e0aAI\u65b0\u7ade\u4e89\u683c\u5c40\u521d\u5b9a<\/h2>\n

    \u6240\u4ee5\uff0c\u5927\u6a21\u578b\u6d6a\u6f6e\u51b2\u51fb\uff0c\u5e02\u573a\u5bf9AI\/ML\u5e73\u53f0\u7684\u9700\u6c42\u7a76\u7adf\u53d1\u751f\u4e86\u54ea\u4e9b\u65b0\u53d8\u5316?<\/p>\n

    \u5728\u8fc7\u53bb\uff0cCV\u3001NLP\u7684\u8bf8\u591a\u6a21\u578b\u867d\u6709SOTA\u4e4b\u540d\uff0c\u5728\u4ea7\u4e1a\u754c\u5374\u4ecd\u66f4\u591a\u88ab\u7528\u5728\u975e\u6838\u5fc3\u4e1a\u52a1\u4e0a\u3002\u800c\u73b0\u5728\uff0c\u5927\u6a21\u578b\u51ed\u501f\u5176\u98a0\u8986\u4f20\u7edf\u5de5\u4f5c\u6d41\u7684\u60ca\u4eba\u80fd\u529b\uff0c\u5f00\u59cb\u53d7\u5230\u8d8a\u6765\u8d8a\u591a\u8ba4\u53ef\uff0c\u88ab\u8ba4\u4e3a\u662f\u7a81\u7834\u5404\u884c\u4e1a\u667a\u80fd\u5316\u74f6\u9888\u7684\u5173\u952e\u6240\u5728\u3002<\/p>\n

    \u4f46\u5bf9\u4e8e\u4e91\u5382\u5546\u800c\u8a00\uff0c\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\uff0c\u5927\u6a21\u578b\u65f6\u4ee3\u4e4b\u4e8e\u5c0f\u6a21\u578b\u65f6\u4ee3\uff0c\u662f\u201c\u4ece\u96f6\u518d\u51fa\u53d1\u201d\u3002<\/p>\n

    \u5b9e\u9645\u4e0a\uff0c\u968f\u7740\u5927\u6a21\u578b\u5e94\u7528\u7684\u6df1\u5165\uff0cAgent\uff08\u667a\u80fd\u4f53\uff09\u7b49\u6280\u672f\u9886\u57df\u8d8a\u6765\u8d8a\u53d7\u5230\u5173\u6ce8\u3002\u6838\u5fc3\u5728\u4e8e\uff0c\u5927\u6a21\u578b\u57fa\u4e8e\u81ea\u8eab\u80fd\u529b\uff0c\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u8fde\u63a5\u8c03\u5ea6\u6210\u719f\u7684\u5c0f\u6a21\u578b\u53bb\u89e3\u51b3\u95ee\u9898\uff0c\u8fd9\u6837\u7684\u6a21\u5f0f\u88ab\u8ba4\u4e3a\u5728\u751f\u4ea7\u573a\u666f\u4e2d\u843d\u5730\u66f4\u5feb\u3001\u66f4\u5177\u4ef7\u503c\u3002<\/p>\n

    \u56e0\u6b64\uff0c\u5728\u5927\u6a21\u578b\u5f00\u542f\u7684\u201c\u65b0\u65f6\u4ee3\u201d\u91cc\uff0c\u5bf9\u4e8eAI\/ML\u5e73\u53f0\u7684\u201c\u9886\u5bfc\u8005<\/span>\u201d\u800c\u8a00\uff0c\u5c0f\u6a21\u578b\u65f6\u4ee3\u7684\u6280\u672f\u79ef\u6dc0\u548c\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u6280\u672f\u521b\u65b0\uff0c\u4e24\u8005\u662f\u76f8\u8f85\u76f8\u6210\uff0c\u7f3a\u4e00\u4e0d\u53ef\u7684\u3002<\/p>\n

    \u767e\u5ea6AI\u5e73\u53f0\u5728\u201c\u65b0\u65f6\u4ee3\u201d\u4ea4\u51fa\u7684\u7b54\u5377\u2014\u2014\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06\u5927\u6a21\u578b\u5e73\u53f0<\/strong>\u5c31\u662f\u4e00\u4f8b\u3002<\/p>\n

    \u4f5c\u4e3a\u4e00\u4e2a\u4e00\u7ad9\u5f0f\u4f01\u4e1a\u7ea7\u5927\u6a21\u578b\u5e73\u53f0<\/strong>\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06\u5e73\u53f0\u672c\u8d28\u4e0a\u662f\u767e\u5ea6\u5728\u82af\u7247\u5c42\u3001\u6846\u67b6\u5c42\u3001\u6a21\u578b\u5c42\u548c\u5e94\u7528\u5c42\u5747\u6709\u6df1\u5ea6\u79ef\u7d2f\u540e\u7684\u4ea7\u7269\u3002<\/p>\n

    \u5177\u4f53\u4f53\u73b0\u5728\u4e94\u4e2a\u65b9\u9762:<\/p>\n

    \u7b2c\u4e00<\/span>\uff0c\u5728\u7b97\u529b\u5c42\u9762<\/strong>\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06\u5e73\u53f0\u53ef\u4ee5\u63d0\u4f9b\u9ad8\u6548\u3001\u9ad8\u6027\u4ef7\u6bd4\u7684\u5f02\u6784\u7b97\u529b\u670d\u52a1\u3002<\/p>\n

    \u5728\u5927\u6a21\u578b\u8bad\u7ec3\u73af\u8282\uff0c\u901a\u8fc7\u5206\u5e03\u5f0f\u5e76\u884c\u8bad\u7ec3\u7b56\u7565\u548c\u5fae\u79d2\u7ea7\u4e92\u8054\u80fd\u529b\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u4e0a\u4e07\u5361\u89c4\u6a21\u96c6\u7fa4\u8bad\u7ec3\u7684\u52a0\u901f\u6bd4\u53ef\u4ee5\u8fbe\u523095%\u3002\u540c\u65f6\u4e07\u5361\u96c6\u7fa4\u6709\u6548\u8bad\u7ec3\u65f6\u95f4\u5360\u6bd4\u80fd\u8fbe\u523096%\uff0c\u5927\u5e45\u964d\u4f4e\u7b97\u529b\u548c\u65f6\u95f4\u6210\u672c\u3002<\/p>\n

    \n

    \u7b2c\u4e8c\uff0c\u5728\u6a21\u578b\u5c42\u9762<\/strong>\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u7eb3\u7ba1\u4e86\u5305\u62ec\u6587\u5fc3\u5927\u6a21\u578b\u3001Llama\u7cfb\u5217\u3001ChatGLM\u7b49\u5728\u5185\u768444\u4e2a\u56fd\u5185\u5916\u4e3b\u6d41\u5927\u6a21\u578b\uff0c\u652f\u6301\u7528\u6237\u5feb\u901f\u8c03\u7528API\uff0c\u76f4\u63a5\u83b7\u53d6\u5927\u6a21\u578b\u80fd\u529b\u3002<\/p>\n

    \u5bf9\u4e8e\u7b2c\u4e09\u65b9\u5927\u6a21\u578b\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u8fd8\u9488\u5bf9\u6027\u5730\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5305\u62ec\u4e2d\u6587\u589e\u5f3a\u3001\u6027\u80fd\u589e\u5f3a\u3001\u4e0a\u4e0b\u6587\u589e\u5f3a\u7b49\u7b49\u3002<\/p>\n

    \u767e\u5ea6\u900f\u9732\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u7684\u5927\u6a21\u578bAPI\u8c03\u7528\u91cf\u6b63\u6301\u7eed\u9ad8\u901f\u6500\u5347\u3002\u76ee\u524d\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u5df2\u7ecf\u670d\u52a1\u4e86\u8d85\u8fc72\u4e07\u5bb6\u5ba2\u6237\u3002<\/p>\n

    \u7b2c\u4e09\uff0c\u5bf9\u4e8e\u5e0c\u671b\u57fa\u4e8e\u73b0\u6709\u5927\u6a21\u578b\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1<\/strong>\u7684\u5ba2\u6237\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u4e3a\u5927\u6a21\u578b\u7684\u518d\u8bad\u7ec3\u3001\u5fae\u8c03\u3001\u8bc4\u4f30\u548c\u90e8\u7f72\u7b49\u73af\u8282\u63d0\u4f9b\u5168\u751f\u547d\u5468\u671f\u5de5\u5177\u94fe\uff0c\u4ee5\u53ca41\u4e2a\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\uff0c\u80fd\u5b9e\u73b0\u9488\u5bf9\u5177\u4f53\u4e1a\u52a1\u573a\u666f\u7684\u6a21\u578b\u5feb\u901f\u8c03\u4f18\u3002<\/p>\n

    \u7b2c\u56db\uff0c\u5728\u5e94\u7528\u5c42\u9762<\/strong>\uff0c\u9488\u5bf9\u4f01\u4e1a\u57fa\u4e8e\u5927\u6a21\u578b\u5f00\u53d1AI\u539f\u751f\u5e94\u7528\u7684\u9700\u6c42\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u80fd\u529b\u7ec4\u4ef6\u548c\u6846\u67b6\u3002<\/p>\n

    \u6bd4\u5982\uff0c\u5185\u7f6e226\u4e2aPrompt\u6a21\u677f\uff0c\u8ba9\u5f00\u53d1\u8005\u5728\u4e0d\u719f\u6089\u63d0\u793a\u5de5\u7a0b\u7684\u60c5\u51b5\u4e0b\uff0c\u4e5f\u80fd\u5feb\u901f\u8ba9\u5927\u6a21\u578b\u7684\u56de\u7b54\u8d28\u91cf\u66f4\u4e0a\u4e00\u5c42\u697c\u3002<\/p>\n

    \u800c\u572810\u670817\u65e5\u7684\u767e\u5ea6\u4e16\u754c\u5927\u4f1a\u4e0a\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u8fd8\u53d1\u5e03\u4e86\u201c\u767e\u5ea6\u5343\u5e06AI\u539f\u751f\u5e94\u7528\u5f00\u53d1\u5de5\u4f5c\u53f0<\/strong>\u201d\u3002\u5177\u4f53\u800c\u8a00\uff0c\u8fd9\u4e2a\u201c\u5de5\u4f5c\u53f0\u201d\u7531\u4e24\u90e8\u5206\u7ec4\u6210:\u5e94\u7528\u7ec4\u4ef6+\u5e94\u7528\u6846\u67b6<\/strong>\u3002<\/p>\n

    \n

    \u5e94\u7528\u7ec4\u4ef6\u670d\u52a1\u7531AI\u548c\u57fa\u7840\u4e91\u4e24\u5927\u7c7b\u7ec4\u4ef6\u6784\u6210\u3002<\/strong><\/p>\n

    \u5176\u4e2dAI\u7ec4\u4ef6\uff0c\u5373\u5927\u6a21\u578b\u80fd\u529b\u7684\u7ec4\u4ef6\u5316\u5c01\u88c5\uff0c\u5305\u542b\u95ee\u7b54\u3001\u601d\u7ef4\u94fe\uff08CoT\uff09\u7b49\u5927\u8bed\u8a00\u6a21\u578b\u7ec4\u4ef6\uff0c\u4ee5\u53ca\u6587\u751f\u56fe\u3001\u8bed\u97f3\u8bc6\u522b\u7b49\u591a\u6a21\u6001\u7ec4\u4ef6\u3002<\/p>\n

    \u57fa\u7840\u4e91\u7ec4\u4ef6\uff0c\u5219\u5305\u542b\u5411\u91cf\u6570\u636e\u5e93\u3001\u5bf9\u8c61\u5b58\u50a8\u7b49\u4f20\u7edf\u4e91\u670d\u52a1\u80fd\u529b\u3002<\/p>\n

    \u5e94\u7528\u6846\u67b6\u5219\u9762\u5411\u5177\u4f53\u7684\u573a\u666f\u4efb\u52a1<\/strong>\uff0c\u53ef\u4ee5\u7406\u89e3\u4e3a\u4ee5\u5927\u6a21\u578b\u80fd\u529b\u4e3a\u57fa\u7840\uff0c\u4e0a\u8ff0\u5e94\u7528\u7ec4\u4ef6\u7684\u6709\u6548\u7ec4\u5408\u5e94\u7528\u3002<\/p>\n

    \u76ee\u524d\uff0c\u767e\u5ea6\u5343\u5e06\u5e73\u53f0\u63d0\u4f9b\u4e86\u68c0\u7d22\u589e\u5f3a\u751f\u6210<\/strong>\uff08RAG\uff09\u548c\u667a\u80fd\u4f53<\/strong>\uff08Agent\uff09\u7b49\u5e38\u7528\u7684AI\u539f\u751f\u5e94\u7528\u6846\u67b6\u3002<\/p>\n

    \u5176\u4e2d\uff0cRAG\u6846\u67b6\u53ef\u4ee5\u628a\u4f01\u4e1a\u4e13\u6709\u9886\u57df\u5185\u7684\u77e5\u8bc6\uff0c\u548c\u5927\u6a21\u578b\u95ee\u7b54\u80fd\u529b\u7ed3\u5408\u8d77\u6765\uff0c\u5bf9\u4e13\u4e1a\u77e5\u8bc6\u505a\u51fa\u66f4\u4e3a\u7cbe\u51c6\u7684\u56de\u7b54\u3002<\/p>\n

    \u4e09\u4e00\u91cd\u5de5\u5c31\u57fa\u4e8e\u8fd9\u4e00RAG\u6846\u67b6\uff0c\u5feb\u901f\u5b9e\u73b0\u4e86\u5b98\u7f51\u667a\u80fd\u5ba2\u670d\u5e94\u7528\u7684\u5f00\u53d1\u548c\u4e0a\u7ebf\u3002<\/p>\n

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