{"id":609,"date":"2026-07-02T22:44:51","date_gmt":"2026-07-02T14:44:51","guid":{"rendered":"http:\/\/www.longxiapro.com\/?p=609"},"modified":"2026-07-02T22:44:51","modified_gmt":"2026-07-02T14:44:51","slug":"2026qiyeaizhinengticongfenleidaoluodedewanzhengluxiantuwudaleixingpipeiyushishibikengzhinan","status":"publish","type":"post","link":"https:\/\/www.longxiapro.com\/index.php\/609\/","title":{"rendered":"2026\u4f01\u4e1aAI\u667a\u80fd\u4f53\u4ece\u5206\u7c7b\u5230\u843d\u5730\u7684\u5b8c\u6574\u8def\u7ebf\u56fe\uff1a\u4e94\u5927\u7c7b\u578b\u5339\u914d\u4e0e\u5b9e\u65bd\u907f\u5751\u6307\u5357"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u4e00\u3001AI\u667a\u80fd\u4f53\u7684\u672c\u8d28\u4e0e\u5206\u7c7b\u4e3a\u4f55\u5173\u952e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u667a\u80fd\u4f53\uff08AI 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class=\"wp-block-heading\">\u4e8c\u3001\u6309\u6280\u672f\u67b6\u6784\u5212\u5206\uff1a\u4e94\u5927\u7ecf\u5178\u7c7b\u578b\u4e0e\u843d\u5730\u8981\u70b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u5206\u7c7b\u6846\u67b6\u6e90\u4e8e\u7ecf\u5178\u4eba\u5de5\u667a\u80fd\u7406\u8bba\uff0c\u88ab\u5de5\u4e1a\u754c\u5e7f\u6cdb\u6cbf\u7528\u3002\u6bcf\u79cd\u7c7b\u578b\u5728\u51b3\u7b56\u903b\u8f91\u3001\u8d44\u6e90\u6d88\u8017\u548c\u9002\u7528\u8fb9\u754c\u4e0a\u5404\u4e0d\u76f8\u540c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 \u7b80\u5355\u53cd\u5c04\u578b\u667a\u80fd\u4f53<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u903b\u8f91\u662f\u201c\u5f53\u524d\u611f\u77e5 \u2192 \u9884\u8bbe\u89c4\u5219\u5339\u914d \u2192 \u76f4\u63a5\u6267\u884c\u201d\u3002\u65e0\u8bb0\u5fc6\u3001\u65e0\u89c4\u5212\uff0c\u54cd\u5e94\u6781\u5feb\u3001\u6210\u672c\u6781\u4f4e\u3002\u5178\u578b\u573a\u666f\u5305\u62ec\u57fa\u4e8e\u5173\u952e\u8bcd\u7684\u81ea\u52a8\u56de\u590d\u3001\u8bbe\u5907\u9608\u503c\u544a\u8b66\u89e6\u53d1\u3001\u7b80\u5355\u5de5\u5355\u8def\u7531\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u5b9e\u65bd\u5efa\u8bae<\/strong>\uff1a\u4f18\u5148\u91c7\u7528\u6210\u719f\u89c4\u5219\u5f15\u64ce\u6216\u72b6\u6001\u673a\u5b9e\u73b0\uff0c\u907f\u514dLLM\u5e26\u6765\u7684\u4e0d\u786e\u5b9a\u6027\u3002\u5173\u952e\u52a8\u4f5c\u662f\u5efa\u7acb\u89c4\u5219\u5e93\u7684\u7248\u672c\u63a7\u5236\u3001\u51b2\u7a81\u68c0\u6d4b\u4e0eA\/B\u6d4b\u8bd5\u673a\u5236\u3002\u751f\u4ea7\u73af\u5883\u4e2d\u5efa\u8bae\u4e0e\u73b0\u6709\u4e1a\u52a1\u7cfb\u7edf\uff08\u5982\u5de5\u5355\u3001CRM\uff09\u901a\u8fc7\u8f7b\u91cfAPI\u6216\u6d88\u606f\u961f\u5217\u5bf9\u63a5\uff0c\u54cd\u5e94\u5ef6\u8fdf\u63a7\u5236\u5728\u6beb\u79d2\u7ea7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 \u57fa\u4e8e\u6a21\u578b\u7684\u53cd\u5c04\u578b\u667a\u80fd\u4f53<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7b80\u5355\u53cd\u5c04\u57fa\u7840\u4e0a\u589e\u52a0\u5185\u90e8\u4e16\u754c\u6a21\u578b\uff0c\u80fd\u8ffd\u8e2a\u5386\u53f2\u72b6\u6001\u5e76\u7406\u89e3\u81ea\u8eab\u884c\u52a8\u7684\u5f71\u54cd\u3002\u9002\u5408\u90e8\u5206\u53ef\u89c2\u5bdf\u7684\u73af\u5883\uff0c\u5982\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7ef4\u6301\u4e0a\u4e0b\u6587\u3001\u8bbe\u5907\u8fd0\u7ef4\u4e2d\u8bb0\u5f55\u5386\u53f2\u544a\u8b66\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u5b9e\u65bd\u5efa\u8bae<\/strong>\uff1a\u6838\u5fc3\u662f\u8bbe\u8ba1\u9ad8\u6548\u7684\u72b6\u6001\u5b58\u50a8\u4e0e\u66f4\u65b0\u673a\u5236\uff08\u53ef\u91c7\u7528Redis\u6216\u65f6\u5e8f\u6570\u636e\u5e93\uff09\u3002\u7ed3\u5408RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u4e3a\u6a21\u578b\u63d0\u4f9b\u6700\u65b0\u4e0a\u4e0b\u6587\uff0c\u540c\u65f6\u4fdd\u7559\u89c4\u5219\u515c\u5e95\u4fdd\u969c\u786e\u5b9a\u6027\u3002\u5b9e\u65bd\u65f6\u5148\u4ece\u5355\u4e00\u4e1a\u52a1\u57df\u7684\u5c0f\u6a21\u578b\u5f00\u59cb\uff0c\u9010\u6b65\u6269\u5c55\u72b6\u6001\u7ef4\u5ea6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 \u57fa\u4e8e\u76ee\u6807\u7684\u667a\u80fd\u4f53<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u5907\u660e\u786e\u76ee\u6807\uff0c\u80fd\u8bc4\u4f30\u591a\u6761\u884c\u52a8\u8def\u5f84\u5e76\u9009\u62e9\u6700\u4f18\u65b9\u6848\u3002\u5178\u578b\u5e94\u7528\u662f\u81ea\u52a8\u5316\u62a5\u544a\u751f\u6210\u3001\u6570\u636e\u6e05\u6d17\u6d41\u7a0b\u3001\u4f9b\u5e94\u94fe\u6392\u7a0b\u4f18\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u5b9e\u65bd\u5efa\u8bae<\/strong>\uff1a\u63a8\u8350\u91c7\u7528ReAct\uff08\u63a8\u7406+\u884c\u52a8\uff09\u6216Plan-and-Execute\u67b6\u6784\u3002\u4f7f\u7528\u5927\u6a21\u578b\u8fdb\u884c\u4efb\u52a1\u5206\u89e3\u4e0e\u89c4\u5212\uff0c\u540c\u65f6\u901a\u8fc7\u5de5\u5177\u8c03\u7528\uff08function calling\uff09\u4e0e\u4f01\u4e1a\u5185\u90e8API\u3001RPA\u3001\u6570\u636e\u5e93\u6df1\u5ea6\u96c6\u6210\u3002\u843d\u5730\u5173\u952e\u662f\u5b9a\u4e49\u6e05\u6670\u7684\u6210\u529f\u5224\u5b9a\u6807\u51c6\u4e0e\u5f02\u5e38\u56de\u9000\u7b56\u7565\uff0c\u907f\u514d\u65e0\u9650\u5faa\u73af\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.4 \u57fa\u4e8e\u6548\u7528\u7684\u667a\u80fd\u4f53<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u591a\u76ee\u6807\u51b2\u7a81\u65f6\u901a\u8fc7\u6548\u7528\u51fd\u6570\u8fdb\u884c\u6743\u8861\u8bc4\u5206\u3002\u9002\u7528\u4e8e\u52a8\u6001\u5b9a\u4ef7\u3001\u8d44\u6e90\u5206\u914d\u3001\u98ce\u9669\u4e0e\u6536\u76ca\u5e73\u8861\u7684\u590d\u6742\u51b3\u7b56\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u5b9e\u65bd\u5efa\u8bae<\/strong>\uff1a\u6548\u7528\u51fd\u6570\u7684\u8bbe\u8ba1\u662f\u6838\u5fc3\u96be\u70b9\u3002\u5efa\u8bae\u5148\u7528\u4e1a\u52a1\u4e13\u5bb6\u89c4\u5219 + 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class=\"has-fixed-layout\"><thead><tr><th>\u7c7b\u578b<\/th><th>\u8bb0\u5fc6\u80fd\u529b<\/th><th>\u76ee\u6807\u5bfc\u5411<\/th><th>\u5b66\u4e60\u80fd\u529b<\/th><th>\u51b3\u7b56\u590d\u6742\u5ea6<\/th><th>\u5178\u578b\u9002\u7528\u573a\u666f<\/th><th>\u843d\u5730\u4f18\u5148\u7ea7\u5efa\u8bae<\/th><\/tr><\/thead><tbody><tr><td>\u7b80\u5355\u53cd\u5c04\u578b<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u4f4e<\/td><td>\u89c4\u5219\u89e6\u53d1\u3001\u9608\u503c\u544a\u8b66<\/td><td>\u9ad8\uff08\u5feb\u901f\u89c1\u6548\uff09<\/td><\/tr><tr><td>\u57fa\u4e8e\u6a21\u578b\u578b<\/td><td>\u652f\u6301\uff08\u72b6\u6001\u8ffd\u8e2a\uff09<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u4f4e-\u4e2d<\/td><td>\u591a\u8f6e\u4ea4\u4e92\u3001\u4e0a\u4e0b\u6587\u611f\u77e5<\/td><td>\u4e2d<\/td><\/tr><tr><td>\u57fa\u4e8e\u76ee\u6807\u578b<\/td><td>\u652f\u6301<\/td><td>\u652f\u6301<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u4e2d<\/td><td>\u6d41\u7a0b\u81ea\u52a8\u5316\u3001\u4efb\u52a1\u89c4\u5212<\/td><td>\u9ad8<\/td><\/tr><tr><td>\u57fa\u4e8e\u6548\u7528\u578b<\/td><td>\u652f\u6301<\/td><td>\u652f\u6301<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u4e2d-\u9ad8<\/td><td>\u52a8\u6001\u51b3\u7b56\u3001\u591a\u76ee\u6807\u6743\u8861<\/td><td>\u4e2d<\/td><\/tr><tr><td>\u5b66\u4e60\u578b<\/td><td>\u652f\u6301\uff08\u6301\u7eed\u66f4\u65b0\uff09<\/td><td>\u652f\u6301<\/td><td>\u5185\u7f6e<\/td><td>\u9ad8<\/td><td>\u63a8\u8350\u3001\u4e2a\u6027\u5316\u670d\u52a1\u3001\u81ea\u9002\u5e94<\/td><td>\u4e2d-\u9ad8\uff08\u957f\u671f\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p 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class=\"wp-block-list\">\n<li>\u89d2\u8272\u5b9a\u4e49\uff1a\u660e\u786e\u6bcf\u4e2aAgent\u7684\u804c\u8d23\u3001\u80fd\u529b\u8fb9\u754c\u4e0e\u8f93\u5165\u8f93\u51fa\u683c\u5f0f\u3002<\/li>\n\n\n\n<li>\u901a\u4fe1\u673a\u5236\uff1a\u91c7\u7528\u7ed3\u6784\u5316JSON\u6d88\u606f\u6216\u5171\u4eab\u9ed1\u677f\u6a21\u5f0f\uff0c\u907f\u514d\u81ea\u7531\u6587\u672c\u6b67\u4e49\u3002<\/li>\n\n\n\n<li>\u534f\u8c03\u6a21\u5f0f\uff1a\u521d\u671f\u63a8\u8350Supervisor-Worker\u5c42\u7ea7\u67b6\u6784\u6216\u6709\u5411\u56fe\u5de5\u4f5c\u6d41\uff08\u5b9a\u4e49\u6267\u884c\u987a\u5e8f\u3001\u5e76\u884c\u5206\u652f\u3001\u6761\u4ef6\u8def\u7531\uff09\uff1b\u540e\u671f\u53ef\u63a2\u7d22\u52a8\u6001\u534f\u5546\u3002<\/li>\n\n\n\n<li>\u7f16\u6392\u5c42\uff1a\u6784\u5efa\u8f7b\u91cf orchestration 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