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Use\uff09<\/strong>\uff1a\u6240\u6709\u63a5\u53e3\u8c03\u7528\u589e\u52a0\u201c\u6267\u884c\u9a8c\u8bc1\u201d\u4e0e\u201c\u56de\u6eda\u8865\u507f\u201d\u673a\u5236\u3002\u8c03\u7528\u524d\u6a21\u62df\u6267\u884c\uff0c\u8c03\u7528\u540e\u901a\u8fc7\u6570\u5b57\u5b6a\u751f\u6821\u9a8c\u7ed3\u679c\uff0c\u4e0d\u4e00\u81f4\u65f6\u81ea\u52a8\u89e6\u53d1\u8865\u507f\u6216\u7528\u6237\u53cb\u597d\u63d0\u793a\u3002<\/li>\n\n\n\n<li><strong>\u591aAgent\u534f\u4f5c<\/strong>\uff1a\u62c6\u5206\u4e3a\u610f\u56fe\u7406\u89e3Agent\u3001\u95e8\u5e97\u5339\u914dAgent\u3001\u5c65\u7ea6\u76d1\u63a7Agent\u3001\u5f02\u5e38\u6062\u590dAgent\uff0c\u901a\u8fc7\u5171\u4eab\u9ed1\u677f\uff08Blackboard\uff09\u6216\u6d88\u606f\u603b\u7ebf\u534f\u540c\uff0c\u907f\u514d\u5355\u4e00\u5927\u6a21\u578b\u4e0a\u4e0b\u6587\u8fc7\u957f\u5bfc\u81f4\u7684\u5e7b\u89c9\u4e0e\u5ef6\u8fdf\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u5b9e\u65f6\u6570\u636e\u540c\u6b65\u4e0e\u72b6\u6001\u7ba1\u7406\u65b9\u6848<\/strong> \u5f7b\u5e95\u653e\u5f03\u7eaf\u88ab\u52a8\u540c\u6b65\uff0c\u6539\u4e3a<strong>\u4e8b\u4ef6\u9a71\u52a8+\u53d8\u66f4\u6570\u636e\u6355\u83b7\uff08CDC\uff09+\u53cc\u5411\u786e\u8ba4<\/strong>\u673a\u5236\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5546\u5bb6\/\u9a91\u624b\u4fa7\u901a\u8fc7\u8f7b\u91cfSDK\u6216\u5c0f\u7a0b\u5e8f\u4e3b\u52a8\u63a8\u9001\u72b6\u6001\u53d8\u66f4\uff08\u5e93\u5b58\u552e\u7f44\u3001\u63a5\u5355\u5b8c\u6210\u3001\u914d\u9001\u4e2d\uff09\uff0c\u7ecf\u6d88\u606f\u961f\u5217\uff08Kafka\/RocketMQ\u7c7b\uff09\u5b9e\u65f6\u5206\u53d1\u81f3AI\u51b3\u7b56\u5c42\u4e0e\u7528\u6237\u7aef\u3002<\/li>\n\n\n\n<li>\u5173\u952e\u5b9e\u4f53\uff08\u95e8\u5e97\u3001\u9a91\u624b\uff09\u5efa\u7acb\u6570\u5b57\u5b6a\u751f\u955c\u50cf\uff0cAI\u51b3\u7b56\u65f6\u67e5\u8be2\u5b6a\u751f\u4f53\u800c\u975e\u76f4\u63a5\u67e5\u7269\u7406\u63a5\u53e3\uff0c\u964d\u4f4e\u5ef6\u8fdf\u4e0e\u4e0d\u4e00\u81f4\u98ce\u9669\u3002<\/li>\n\n\n\n<li>\u91c7\u7528\u6700\u7ec8\u4e00\u81f4\u6027+\u8865\u507f\u4e8b\u52a1\uff08Saga\u6a21\u5f0f\uff09\uff0c\u5173\u952e\u64cd\u4f5c\uff08\u5982\u6263\u51cf\u514d\u5355\u989d\u5ea6+\u751f\u6210\u8ba2\u5355\uff09\u5931\u8d25\u65f6\u81ea\u52a8\u56de\u6eda\u5e76\u901a\u77e5\u7528\u6237\u3002<\/li>\n\n\n\n<li>\u589e\u52a0\u201c\u72b6\u6001\u7248\u672c\u53f7\u201d\u4e0e\u201c\u7269\u7406\u6821\u9a8c\u7801\u201d\uff0c\u9632\u6b62\u91cd\u590d\u5904\u7406\u6216\u810f\u6570\u636e\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. \u7b97\u529b\u4e0e\u8d44\u6e90\u8c03\u5ea6\u4f18\u5316<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9884\u6d4b\u5f0f+\u53cd\u5e94\u5f0f\u6df7\u5408\u6269\u5bb9<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6d3b\u52a8\u6570\u636e+\u5b9e\u65f6\u6d41\u91cf\u7279\u5f81\u8bad\u7ec3\u8f7b\u91cf\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u524d30-60\u5206\u949f\u52a8\u6001\u8c03\u6574GPU\uff08AI\u63a8\u7406\uff09\u4e0eCPU\uff08\u4e1a\u52a1\u5904\u7406\uff09\u914d\u6bd4\u3002\u5f15\u5165\u201c\u7b97\u529b\u503e\u659c\u201d\u7b56\u7565\uff1aAI\u63a8\u7406\u8bf7\u6c42\u4f18\u5148\u5206\u914d\u81f3\u9ad8\u6027\u80fd\u8282\u70b9\uff0c\u666e\u901a\u8bf7\u6c42\u8d70\u5f39\u6027\u8d44\u6e90\u6c60\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u4f18\u5316<\/strong>\uff1a\u91c7\u7528\u6a21\u578b\u84b8\u998f+\u91cf\u5316+\u7f13\u5b58\u70ed\u70b9\u610f\u56fe\u6a21\u677f\uff0c\u964d\u4f4e\u5355\u6b21\u63a8\u7406\u8017\u65f6\uff1b\u5bf9\u590d\u6742\u9700\u6c42\u542f\u7528\u201c\u5206\u5c42\u63a8\u7406\u201d\uff08\u5148\u5feb\u901f\u610f\u56fe\u5206\u7c7b\uff0c\u518d\u6df1\u5ea6\u62c6\u89e3\uff09\u3002<\/li>\n\n\n\n<li><strong>\u6df7\u5408\u90e8\u7f72<\/strong>\uff1a\u8fb9\u7f18\u8282\u70b9\u627f\u62c5\u57fa\u7840NLU\u4e0e\u5b9a\u4f4d\uff0c\u6838\u5fc3\u96c6\u7fa4\u8d1f\u8d23\u51b3\u7b56\u4e0e\u652f\u4ed8\uff1b\u5229\u7528Serverless\u6216 spot\u5b9e\u4f8b\u5e94\u5bf9\u7a81\u53d1\u5cf0\u503c\uff0c\u6210\u672c\u53ef\u63a7\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5. \u5f02\u5e38\u5904\u7406\u4e0e\u7cfb\u7edf\u97e7\u6027\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7269\u7406\u611f\u77e5\u964d\u7ea7\u7b56\u7565<\/strong>\uff1a\u5f02\u5e38\u5206\u7ea7\u589e\u52a0\u201c\u7269\u7406\u7ef4\u5ea6\u201d\u2014\u2014\u8f7b\u5fae\uff08\u5b9a\u4f4d\u5c0f\u504f\u5dee\u2192\u6269\u5927\u5339\u914d\u8303\u56f4\uff09\u3001\u4e00\u822c\uff08\u5e93\u5b58\u4e0d\u8db3\u2192\u81ea\u52a8\u5207\u6362\u5e76\u63d0\u793a\uff09\u3001\u4e25\u91cd\uff08\u591a\u95e8\u5e97\u95ed\u5e97+\u8fd0\u529b\u4e0d\u8db3\u2192\u6682\u505c\u65b0\u5355\u3001\u5f15\u5bfc\u81ea\u63d0\u6216\u8865\u507f\uff09\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u52a8\u5316\u8865\u507f\u95ed\u73af<\/strong>\uff1a\u5f02\u5e38\u53d1\u751f\u540e\uff0c\u7cfb\u7edf\u81ea\u52a8\u8ba1\u7b97\u7528\u6237\u635f\u5931\uff08\u65f6\u95f4\u6210\u672c+\u6743\u76ca\uff09\uff0c\u57281\u5206\u949f\u5185\u63a8\u9001\u8865\u507f\u65b9\u6848\uff08\u8865\u53d1\u6743\u76ca+\u73b0\u91d1\u6216\u4f18\u60e0\uff09\uff0c\u5e76\u8bb0\u5f55\u81f3\u7528\u6237\u753b\u50cf\u7528\u4e8e\u540e\u7eed\u4f18\u5316\u3002<\/li>\n\n\n\n<li><strong>\u6df7\u6c8c\u5de5\u7a0b\u6269\u5c55<\/strong>\uff1a\u5b9a\u671f\u5728\u751f\u4ea7\u73af\u5883\u6a21\u62df\u201c\u95e8\u5e97\u7a81\u7136\u95ed\u5e97\u201d\u201c\u9a91\u624b\u96c6\u4f53\u5ef6\u8fdf\u201d\u201c\u7f51\u7edc\u5206\u533a\u201d\u7b49\u7269\u7406\u6545\u969c\uff0c\u9a8c\u8bc1AI\u51b3\u7b56\u4e0e\u5e94\u6025\u6d41\u7a0b\u7684\u6709\u6548\u6027\u3002<\/li>\n\n\n\n<li><strong>\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u6269\u5c55\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff08Tracing\uff09\u81f3\u7269\u7406\u8282\u70b9\uff08\u9a91\u624bAPP\u3001\u95e8\u5e97POS\uff09\uff0c\u5b9e\u73b0\u201c\u7ebf\u4e0a\u6307\u4ee4ID-\u7ebf\u4e0b\u6267\u884c\u72b6\u6001\u201d\u7aef\u5230\u7aef\u53ef\u89c6\u5316\uff0c\u5f02\u5e38\u65f6\u4e00\u952e\u5b9a\u4f4d\u65ad\u5c42\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6. \u5206\u9636\u6bb5\u843d\u5730\u5b9e\u65bd\u8def\u7ebf\u56fe\uff08\u53ef\u590d\u5236 playbook\uff09<\/strong> \u9636\u6bb5\u4e00\uff081-2\u4e2a\u6708\uff09\uff1a\u6784\u5efa\u6a21\u62df\u73af\u5883\u4e0e\u6570\u5b57\u5b6a\u751f\uff0c\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u56de\u653e\u9a8c\u8bc1\u6838\u5fc3\u6d41\u7a0b\uff0c\u76ee\u6807\u662f\u51b3\u7b56\u6b63\u786e\u7387&gt;95%\u3002 \u9636\u6bb5\u4e8c\uff08\u8bd5\u70b9\u57ce\u5e02\uff09\uff1a\u9009\u62e93-5\u4e2a\u4f4e\u98ce\u9669\u57ce\u5e02\u5c0f\u8303\u56f4\u4e0a\u7ebf\uff0c\u9650\u5236\u5e76\u53d1\u4e0e\u54c1\u7c7b\uff0c\u91cd\u70b9\u6253\u901a\u6570\u636e\u540c\u6b65\u4e0e\u5f02\u5e38\u8865\u507f\u95ed\u73af\uff0c\u6536\u96c6\u771f\u5b9e\u7269\u7406\u53cd\u9988\u6570\u636e\u3002 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