{"id":597,"date":"2026-07-02T22:30:41","date_gmt":"2026-07-02T14:30:41","guid":{"rendered":"http:\/\/www.longxiapro.com\/?p=597"},"modified":"2026-07-02T22:30:41","modified_gmt":"2026-07-02T14:30:41","slug":"dazaozhinenghuajiaoxuebihuanagent-xing-ai-zhujiaodehexinjishuyuluodelujing","status":"publish","type":"post","link":"https:\/\/www.longxiapro.com\/index.php\/597\/","title":{"rendered":"\u6253\u9020\u667a\u80fd\u5316\u6559\u5b66\u95ed\u73af\uff1aAgent \u578b AI \u52a9\u6559\u7684\u6838\u5fc3\u6280\u672f\u4e0e\u843d\u5730\u8def\u5f84"},"content":{"rendered":"\n<p 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\u7684\u95ee\u9898\u666e\u904d\u5b58\u5728\u3002<\/li>\n\n\n\n<li>\u4eba\u529b\u6210\u672c\u4e0e\u670d\u52a1\u8d28\u91cf\u7684\u5e73\u8861\u96be\u9898\uff1a\u6269\u5145\u5e08\u8d44\u56e2\u961f\u4f1a\u5927\u5e45\u63d0\u5347\u8fd0\u8425\u6210\u672c\uff0c\u800c\u538b\u7f29\u4eba\u529b\u53c8\u4f1a\u76f4\u63a5\u964d\u4f4e\u6559\u5b66\u670d\u52a1\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">1.2 Agent \u578b AI \u52a9\u6559\u7684\u5dee\u5f02\u5316\u843d\u5730\u4ef7\u503c<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u6bd4\u4f20\u7edf\u7684\u6559\u5b66\u8f85\u52a9\u5de5\u5177\uff0cAgent \u67b6\u6784\u8d4b\u4e88\u4e86 AI \u52a9\u6559\u66f4\u5f3a\u7684\u81ea\u4e3b\u5904\u7406\u80fd\u529b\uff1a<\/p>\n\n\n\n<ul 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\u95ee\u9898<\/li>\n\n\n\n<li>\u4e2a\u6027\u5316\u9002\u914d\uff1a\u57fa\u4e8e\u5b66\u751f\u7684\u63d0\u95ee\u5386\u53f2\u3001\u9519\u9898\u8bb0\u5f55\u6784\u5efa\u5b66\u4e60\u753b\u50cf\uff0c\u81ea\u52a8\u8c03\u6574\u8bb2\u89e3\u6df1\u5ea6\u4e0e\u4e60\u9898\u96be\u5ea6<\/li>\n\n\n\n<li>\u5de5\u5177\u81ea\u4e3b\u8c03\u7528\uff1a\u53ef\u81ea\u4e3b\u8c03\u7528\u8ba1\u7b97\u5de5\u5177\u3001\u4ee3\u7801\u8fd0\u884c\u73af\u5883\u3001\u9898\u5e93\u7cfb\u7edf\uff0c\u5b8c\u6210\u89e3\u9898\u3001\u6279\u6539\u3001\u6d4b\u8bc4\u7b49\u590d\u6742\u4efb\u52a1<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">1.3 \u9ad8\u4ef7\u503c\u843d\u5730\u573a\u666f\u68b3\u7406<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u6295\u5165\u4ea7\u51fa\u6bd4\u6765\u770b\uff0c\u4ee5\u4e0b\u573a\u666f\u4f18\u5148\u843d\u5730\u53ef\u5feb\u901f\u770b\u5230\u6548\u679c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bfe\u540e\u5373\u65f6\u7b54\u7591\uff1a\u8986\u76d6\u77e5\u8bc6\u70b9\u6982\u5ff5\u89e3\u91ca\u3001\u4e60\u9898\u6b65\u9aa4\u8bb2\u89e3\u3001\u4f5c\u4e1a\u9519\u9898\u5206\u6790\uff0c\u66ff\u4ee3 80% \u4ee5\u4e0a\u7684\u91cd\u590d\u6027\u7b54\u7591\u5de5\u4f5c<\/li>\n\n\n\n<li>\u8bfe\u524d\u9884\u4e60\u5f15\u5bfc\uff1a\u6839\u636e\u8bfe\u7a0b\u5927\u7eb2\u81ea\u52a8\u751f\u6210\u9884\u4e60\u4efb\u52a1\uff0c\u89e3\u7b54\u9884\u4e60\u4e2d\u7684\u57fa\u7840\u95ee\u9898\uff0c\u5e2e\u52a9\u5b66\u751f\u5e26\u7740\u95ee\u9898\u542c\u8bfe<\/li>\n\n\n\n<li>\u5b66\u4e60\u8def\u5f84\u89c4\u5212\uff1a\u7ed3\u5408\u5b66\u751f\u7684\u77e5\u8bc6\u638c\u63e1\u60c5\u51b5\uff0c\u63a8\u8350\u9488\u5bf9\u6027\u7684\u7ec3\u4e60\u5185\u5bb9\u4e0e\u5b66\u4e60\u987a\u5e8f\uff0c\u5b9e\u73b0\u56e0\u6750\u65bd\u6559<\/li>\n\n\n\n<li>\u5e08\u8d44\u80fd\u529b\u8865\u5145\uff1a\u8f85\u52a9\u65b0\u6559\u5e08\u5907\u8bfe\u3001\u6574\u7406\u5e38\u89c1\u95ee\u9898\uff0c\u7edf\u4e00\u7b54\u7591\u6807\u51c6\uff0c\u964d\u4f4e\u5e08\u8d44\u57f9\u8bad\u6210\u672c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001AI \u52a9\u6559 Agent 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class=\"wp-block-paragraph\">\u5b8c\u6574\u7684 RAG \u7cfb\u7edf\u843d\u5730\u5206\u4e3a\u56db\u4e2a\u5173\u952e\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6559\u5b66\u8d44\u6e90\u667a\u80fd\u5316\u5904\u7406<\/strong>\uff1a\u6536\u96c6\u6559\u6750\u3001\u8bfe\u4ef6\u3001\u4e60\u9898\u3001\u6559\u6848\u3001\u89c6\u9891\u5b57\u5e55\u7b49\u591a\u6a21\u6001\u6559\u5b66\u8d44\u6599\uff0c\u501f\u52a9 AI \u80fd\u529b\u5b8c\u6210\u6587\u6863\u89e3\u6790\u3001\u683c\u5f0f\u7edf\u4e00\u3001\u5185\u5bb9\u53bb\u91cd\u3001\u8bed\u4e49\u5207\u7247\u3002\u5207\u7247\u7c92\u5ea6\u5efa\u8bae\u63a7\u5236\u5728 500-1000 \u5b57\uff0c\u4fdd\u8bc1\u5355\u6761\u77e5\u8bc6\u7247\u6bb5\u8bed\u4e49\u5b8c\u6574\uff0c\u540c\u65f6\u63d0\u5347\u68c0\u7d22\u7cbe\u51c6\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u5411\u91cf\u6570\u636e\u5e93\u642d\u5efa<\/strong>\uff1a\u9009\u62e9\u9002\u914d\u7684\u5411\u91cf\u6570\u636e\u5e93\uff08\u5f00\u6e90\u65b9\u6848\u53ef\u9009 Milvus\u3001Chroma\uff0c\u4f01\u4e1a\u7ea7\u573a\u666f\u53ef\u9009\u7528\u4e91\u670d\u52a1\u5411\u91cf\u5e93\uff09\uff0c\u5c06\u5207\u7247\u540e\u7684\u77e5\u8bc6\u7247\u6bb5\u901a\u8fc7\u5d4c\u5165\u6a21\u578b\u8f6c\u5316\u4e3a\u5411\u91cf\uff0c\u6784\u5efa\u8bed\u4e49\u7d22\u5f15\uff0c\u652f\u6301\u76f8\u4f3c\u5ea6\u68c0\u7d22\u3002<\/li>\n\n\n\n<li><strong>\u68c0\u7d22\u7b56\u7565\u4f18\u5316<\/strong>\uff1a\u91c7\u7528 \u201c\u5173\u952e\u8bcd\u68c0\u7d22 + \u8bed\u4e49\u68c0\u7d22\u201d \u7684\u6df7\u5408\u68c0\u7d22\u6a21\u5f0f\uff0c\u642d\u914d\u91cd\u6392\u5e8f\u6a21\u578b\u63d0\u5347\u53ec\u56de\u51c6\u786e\u7387\uff1b\u9488\u5bf9\u9ad8\u9891\u95ee\u9898\u8bbe\u7f6e\u76f4\u63a5\u53ec\u56de\u7684\u95ee\u7b54\u5bf9\uff0c\u51cf\u5c11\u6a21\u578b\u8c03\u7528\u6b21\u6570\u3002<\/li>\n\n\n\n<li><strong>\u77e5\u8bc6\u52a8\u6001\u7ba1\u7406<\/strong>\uff1a\u5efa\u7acb\u77e5\u8bc6\u5e93\u66f4\u65b0\u6d41\u7a0b\uff0c\u652f\u6301\u6309\u7ae0\u8282\u3001\u5e74\u7ea7\u3001\u8bfe\u7a0b\u8bbe\u7f6e\u6743\u9650\u9694\u79bb\uff0c\u786e\u4fdd\u4e0d\u540c\u7528\u6237\u7fa4\u4f53\u53ea\u80fd\u8bbf\u95ee\u5bf9\u5e94\u8303\u56f4\u5185\u7684\u77e5\u8bc6\u5185\u5bb9\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9\u5305\u542b\u56fe\u7247\u3001\u516c\u5f0f\u7684\u6559\u5b66\u5185\u5bb9\uff0c\u53ef\u5f15\u5165\u591a\u6a21\u6001 RAG 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\u7684\u53cc\u5c42\u8bb0\u5fc6\u67b6\u6784\u3002\u77ed\u671f\u8bb0\u5fc6\u4fdd\u5b58\u5f53\u524d\u4f1a\u8bdd\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c\u652f\u6491\u591a\u8f6e\u8fde\u8d2f\u63d0\u95ee\uff1b\u957f\u671f\u8bb0\u5fc6\u63d0\u53d6\u5b66\u751f\u7684\u77e5\u8bc6\u8584\u5f31\u70b9\u3001\u5b66\u4e60\u504f\u597d\u3001\u5e38\u89c1\u9519\u8bef\u7b49\u7279\u5f81\uff0c\u6784\u5efa\u4e2a\u6027\u5316\u5b66\u4e60\u753b\u50cf\u3002<\/li>\n\n\n\n<li><strong>\u7528\u6237\u610f\u56fe\u5206\u7c7b<\/strong>\uff1a\u901a\u8fc7\u5fae\u8c03\u6216 Prompt \u5de5\u7a0b\uff0c\u8ba9\u7cfb\u7edf\u81ea\u52a8\u8bc6\u522b\u7528\u6237\u610f\u56fe \u2014\u2014 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class=\"wp-block-list\">\n<li><strong>\u8ba1\u7b97\u4e0e\u7ed8\u56fe\u5de5\u5177<\/strong>\uff1a\u96c6\u6210\u6570\u5b66\u516c\u5f0f\u8ba1\u7b97\u3001\u51fd\u6570\u7ed8\u56fe\u3001\u4ee3\u7801\u8fd0\u884c\u5de5\u5177\uff0c\u652f\u6301\u7406\u79d1\u4e60\u9898\u7684\u6b65\u9aa4\u6f14\u7b97\u4e0e\u7ed3\u679c\u9a8c\u8bc1<\/li>\n\n\n\n<li><strong>\u4f5c\u4e1a\u6279\u6539\u5de5\u5177<\/strong>\uff1a\u5bf9\u63a5\u9898\u5e93\u7cfb\u7edf\u4e0e\u6279\u6539\u5f15\u64ce\uff0c\u5b9e\u73b0\u5ba2\u89c2\u9898\u81ea\u52a8\u6279\u6539\u3001\u4e3b\u89c2\u9898\u8bed\u4e49\u8bc4\u5206<\/li>\n\n\n\n<li><strong>\u6559\u52a1\u7cfb\u7edf\u5bf9\u63a5<\/strong>\uff1a\u4e0e\u5b66\u6821\u7684\u5b66\u4e60\u7ba1\u7406\u7cfb\u7edf\uff08LMS\uff09\u3001\u5b66\u751f\u4fe1\u606f\u7cfb\u7edf\u6253\u901a\uff0c\u540c\u6b65\u5b66\u751f\u7684\u8bfe\u7a0b\u8fdb\u5ea6\u3001\u8003\u8bd5\u6210\u7ee9\u7b49\u6570\u636e\uff0c\u8ba9\u4e2a\u6027\u5316\u63a8\u8350\u66f4\u7cbe\u51c6<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u4ea4\u4e92\u5de5\u5177<\/strong>\uff1a\u96c6\u6210\u8bed\u97f3\u8bc6\u522b\u4e0e\u5408\u6210\u80fd\u529b\uff0c\u652f\u6301\u8bed\u97f3\u63d0\u95ee\u3001\u8bed\u97f3\u8bb2\u89e3\uff0c\u9002\u914d\u79fb\u52a8\u7aef\u3001\u667a\u80fd\u786c\u4ef6\u7b49\u591a\u7ec8\u7aef\u573a\u666f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u56db\u6b65\u843d\u5730\u6cd5\uff1a\u4ece\u9700\u6c42\u5230\u4e0a\u7ebf\u7684\u5b8c\u6574\u5b9e\u6218\u8def\u5f84<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u5408\u591a\u4e2a\u843d\u5730\u9879\u76ee\u7684\u7ecf\u9a8c\uff0c\u4e00\u5957\u751f\u4ea7\u7ea7 AI \u52a9\u6559\u7684\u843d\u5730\u53ef\u62c6\u89e3\u4e3a\u56db\u4e2a\u6807\u51c6\u9636\u6bb5\uff0c\u6bcf\u4e2a\u9636\u6bb5\u6709\u660e\u786e\u7684\u4ea4\u4ed8\u7269\u4e0e\u9a8c\u6536\u6807\u51c6\uff0c\u53ef\u6709\u6548\u63a7\u5236\u9879\u76ee\u98ce\u9669\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3.1 \u7b2c\u4e00\u6b65\uff1a\u9700\u6c42\u62c6\u89e3\u4e0e\u573a\u666f\u951a\u5b9a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u529f\u7684\u843d\u5730\u59cb\u4e8e\u7cbe\u51c6\u7684\u9700\u6c42\u5b9a\u4e49\uff0c\u907f\u514d\u4e00\u5f00\u59cb\u5c31\u8ffd\u6c42 \u201c\u5927\u800c\u5168\u201d\uff0c\u4f18\u5148\u805a\u7126\u9ad8\u4ef7\u503c\u573a\u666f\u5feb\u901f\u9a8c\u8bc1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u5de5\u4f5c\u5185\u5bb9<\/strong>\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7528\u6237\u75db\u70b9\u8c03\u7814\uff1a\u6536\u96c6\u5e08\u751f\u7684\u771f\u5b9e\u53cd\u9988\uff0c\u901a\u8fc7\u5927\u6a21\u578b\u5bf9\u53cd\u9988\u6587\u672c\u505a\u805a\u7c7b\u5206\u6790\uff0c\u8bc6\u522b\u9ad8\u9891\u95ee\u9898\u4e0e\u6838\u5fc3\u75db\u70b9\uff0c\u907f\u514d\u4e3b\u89c2\u81c6\u65ad\u9700\u6c42\u3002<\/li>\n\n\n\n<li>\u5e94\u7528\u573a\u666f\u68b3\u7406\uff1a\u5217\u51fa\u6240\u6709\u53ef\u80fd\u7684\u5e94\u7528\u573a\u666f\uff0c\u4ece \u201c\u4e1a\u52a1\u4ef7\u503c\u201d \u548c \u201c\u6280\u672f\u53ef\u884c\u6027\u201d \u4e24\u4e2a\u7ef4\u5ea6\u6253\u5206\uff0c\u6392\u5e8f\u51fa\u4f18\u5148\u7ea7\u6700\u9ad8\u7684 1-2 \u4e2a\u6838\u5fc3\u573a\u666f\u4f5c\u4e3a\u9996\u671f\u843d\u5730\u65b9\u5411\u3002<\/li>\n\n\n\n<li>\u6210\u529f\u6307\u6807\u5b9a\u4e49\uff1a\u8bbe\u5b9a\u53ef\u91cf\u5316\u7684\u9a8c\u6536\u6307\u6807\uff0c\u6bd4\u5982\u7b54\u7591\u54cd\u5e94\u7387\u3001\u95ee\u9898\u89e3\u51b3\u7387\u3001\u6559\u5e08\u5de5\u4f5c\u91cf\u964d\u5e45\u3001\u5b66\u751f\u6ee1\u610f\u5ea6\u7b49\uff0c\u4f5c\u4e3a\u540e\u7eed\u6548\u679c\u8bc4\u4f30\u7684\u4f9d\u636e\u3002<\/li>\n\n\n\n<li>\u96c6\u6210\u9700\u6c42\u786e\u8ba4\uff1a\u660e\u786e\u662f\u5426\u9700\u8981\u5bf9\u63a5\u73b0\u6709\u6559\u52a1\u7cfb\u7edf\u3001\u5b66\u4e60\u5e73\u53f0\uff0c\u68b3\u7406\u5bf9\u63a5\u7684\u63a5\u53e3\u89c4\u8303\u4e0e\u6570\u636e\u6743\u9650\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9636\u6bb5\u4ea4\u4ed8\u7269<\/strong>\uff1a\u9700\u6c42\u89c4\u683c\u8bf4\u660e\u4e66\u3001\u573a\u666f\u4f18\u5148\u7ea7\u6e05\u5355\u3001\u9879\u76ee\u6210\u529f\u6307\u6807\u8868<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u907f\u5751\u63d0\u793a<\/strong>\uff1a\u9996\u671f\u5efa\u8bae\u4ece \u201c\u8bfe\u540e\u7b54\u7591\u201d \u8fd9\u7c7b\u6807\u51c6\u5316\u7a0b\u5ea6\u9ad8\u3001\u9700\u6c42\u660e\u786e\u7684\u573a\u666f\u5207\u5165\uff0c\u5feb\u901f\u8dd1\u901a\u95ed\u73af\uff0c\u518d\u9010\u6b65\u6269\u5c55\u5176\u4ed6\u529f\u80fd\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3.2 \u7b2c\u4e8c\u6b65\uff1a\u6280\u672f\u9009\u578b\u4e0e\u67b6\u6784\u8bbe\u8ba1<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8e\u9700\u6c42\u7ed3\u679c\u5b8c\u6210\u6280\u672f\u9009\u578b\u4e0e\u67b6\u6784\u8bbe\u8ba1\uff0c\u8fd9\u4e00\u9636\u6bb5\u7684\u51b3\u7b56\u76f4\u63a5\u5f71\u54cd\u540e\u7eed\u7684\u5f00\u53d1\u6548\u7387\u4e0e\u7cfb\u7edf\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u5de5\u4f5c\u5185\u5bb9<\/strong>\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5927\u6a21\u578b\u9009\u578b\uff1a\u6839\u636e\u9884\u7b97\u3001\u6570\u636e\u5b89\u5168\u8981\u6c42\u3001\u5e76\u53d1\u91cf\uff0c\u9009\u62e9\u9002\u914d\u7684\u6a21\u578b\u65b9\u6848\u3002\u4e2d\u5c0f\u578b\u673a\u6784\u53ef\u4f18\u5148\u9009\u62e9\u56fd\u4ea7\u5546\u4e1a\u6a21\u578b\u7684 API \u670d\u52a1\uff0c\u5feb\u901f\u4e0a\u7ebf\uff1b\u5927\u578b\u6559\u80b2\u96c6\u56e2\u4e0e\u9ad8\u6821\u5efa\u8bae\u4f18\u5148\u8003\u8651\u79c1\u6709\u5316\u90e8\u7f72\u65b9\u6848\uff0c\u4fdd\u969c\u6570\u636e\u5b89\u5168\u3002<\/li>\n\n\n\n<li>\u5f00\u53d1\u8def\u5f84\u9009\u62e9\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u56e2\u961f\u8584\u5f31\u7684\u673a\u6784\uff1a\u53ef\u9009\u62e9\u4f4e\u4ee3\u7801 Agent \u5f00\u53d1\u5e73\u53f0\uff0c\u901a\u8fc7\u53ef\u89c6\u5316\u7f16\u6392\u5feb\u901f\u642d\u5efa\uff0c\u964d\u4f4e\u5f00\u53d1\u95e8\u69db<\/li>\n\n\n\n<li>\u6709\u81ea\u7814\u80fd\u529b\u7684\u56e2\u961f\uff1a\u53ef\u57fa\u4e8e LangChain\u3001LlamaIndex \u7b49\u5f00\u6e90\u6846\u67b6\u642d\u5efa\uff0c\u5b9a\u5236\u5316\u7a0b\u5ea6\u66f4\u9ad8<\/li>\n\n\n\n<li>\u6df7\u5408\u6a21\u5f0f\uff1a\u6838\u5fc3\u80fd\u529b\u81ea\u7814\uff0c\u975e\u6838\u5fc3\u6a21\u5757\u501f\u52a9\u6210\u719f\u5e73\u53f0\uff0c\u5e73\u8861\u6548\u7387\u4e0e\u7075\u6d3b\u6027<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\uff1a\u6309\u7167\u5206\u5c42\u67b6\u6784\u8bbe\u8ba1\u7cfb\u7edf\u6a21\u5757\uff0c\u660e\u786e\u5404\u6a21\u5757\u7684\u4ea4\u4e92\u903b\u8f91\uff0c\u63d0\u524d\u8bc4\u4f30\u5e76\u53d1\u627f\u8f7d\u80fd\u529b\u4e0e\u6269\u5bb9\u65b9\u6848\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9636\u6bb5\u4ea4\u4ed8\u7269<\/strong>\uff1a\u6280\u672f\u9009\u578b\u62a5\u544a\u3001\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u56fe\u3001\u63a5\u53e3\u89c4\u8303\u6587\u6863<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u907f\u5751\u63d0\u793a<\/strong>\uff1a\u6559\u80b2\u573a\u666f\u6570\u636e\u5408\u89c4\u8981\u6c42\u9ad8\uff0c\u9009\u578b\u9636\u6bb5\u9700\u63d0\u524d\u786e\u8ba4\u65b9\u6848\u662f\u5426\u7b26\u5408\u7b49\u4fdd\u8981\u6c42\u4e0e\u5b66\u751f\u6570\u636e\u4fdd\u62a4\u89c4\u5b9a\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3.3 \u7b2c\u4e09\u6b65\uff1a\u5f00\u53d1\u5b9e\u65bd\u4e0e\u667a\u80fd\u5316\u6d4b\u8bd5<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fdb\u5165\u5f00\u53d1\u9636\u6bb5\uff0c\u5efa\u8bae\u91c7\u7528\u654f\u6377\u8fed\u4ee3\u6a21\u5f0f\uff0c\u5148\u4ea7\u51fa\u6700\u5c0f\u53ef\u7528\u4ea7\u54c1\uff08MVP\uff09\u9a8c\u8bc1\u6838\u5fc3\u903b\u8f91\uff0c\u518d\u9010\u6b65\u5b8c\u5584\u529f\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u5de5\u4f5c\u5185\u5bb9<\/strong>\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u77e5\u8bc6\u5e93\u6784\u5efa\uff081-2 \u5468\uff09\uff1a\u5b8c\u6210\u6559\u5b66\u8d44\u6599\u7684\u6536\u96c6\u3001\u6e05\u6d17\u3001AI \u8f85\u52a9\u5207\u7247\u3001\u5411\u91cf\u5316\u7d22\u5f15\u6784\u5efa\uff0c\u642d\u5efa\u57fa\u7840 RAG \u7cfb\u7edf\u3002\u540c\u6b65\u5efa\u7acb\u6807\u51c6\u95ee\u7b54\u5e93\uff0c\u4f5c\u4e3a\u540e\u7eed\u6d4b\u8bd5\u7684\u57fa\u51c6\u6570\u636e\u96c6\u3002<\/li>\n\n\n\n<li>\u5bf9\u8bdd\u903b\u8f91\u5f00\u53d1\uff082-3 \u5468\uff09\uff1a\u5b8c\u6210 Prompt \u5de5\u7a0b\u4f18\u5316\u3001\u591a\u8f6e\u5bf9\u8bdd\u903b\u8f91\u8bbe\u8ba1\u3001\u610f\u56fe\u8bc6\u522b\u6a21\u5757\u5f00\u53d1\uff0c\u9488\u5bf9\u4e0d\u540c\u5b66\u79d1\u3001\u4e0d\u540c\u573a\u666f\u8bbe\u8ba1\u4e13\u5c5e\u7684\u56de\u7b54\u6a21\u677f\u4e0e\u5f15\u5bfc\u8bdd\u672f\u3002<\/li>\n\n\n\n<li>\u529f\u80fd\u6a21\u5757\u96c6\u6210\uff081-2 \u5468\uff09\uff1a\u5b8c\u6210\u5de5\u5177\u8c03\u7528\u63a5\u53e3\u5f00\u53d1\u3001\u5916\u90e8\u7cfb\u7edf\u5bf9\u63a5\uff0c\u5f00\u53d1\u7528\u6237\u4ea4\u4e92\u754c\u9762\uff0c\u9002\u914d PC \u7aef\u4e0e\u79fb\u52a8\u7aef\u3002<\/li>\n\n\n\n<li>\u667a\u80fd\u5316\u6d4b\u8bd5\u9a8c\u8bc1\uff081 \u5468\uff09\uff1a\n<ul class=\"wp-block-list\">\n<li>\u529f\u80fd\u6d4b\u8bd5\uff1a\u9a8c\u8bc1\u6838\u5fc3\u529f\u80fd\u662f\u5426\u6b63\u5e38\u8fd0\u884c<\/li>\n\n\n\n<li>\u81ea\u52a8\u5316\u8bc4\u6d4b\uff1a\u501f\u52a9\u5927\u6a21\u578b\u6784\u5efa\u81ea\u52a8\u5316\u8bc4\u6d4b\u4f53\u7cfb\uff0c\u6279\u91cf\u6d4b\u8bd5\u6807\u51c6\u95ee\u7b54\u5e93\u7684\u56de\u7b54\u51c6\u786e\u7387\u3001\u76f8\u5173\u6027\u3001\u5408\u89c4\u6027<\/li>\n\n\n\n<li>\u7528\u6237\u6d4b\u8bd5\uff1a\u9080\u8bf7\u5c11\u91cf\u5e08\u751f\u8bd5\u7528\uff0c\u6536\u96c6\u771f\u5b9e\u573a\u666f\u4e0b\u7684\u53cd\u9988\u95ee\u9898<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9636\u6bb5\u4ea4\u4ed8\u7269<\/strong>\uff1aMVP \u7cfb\u7edf\u3001\u6d4b\u8bd5\u62a5\u544a\u3001\u6807\u51c6\u95ee\u7b54\u5e93<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u907f\u5751\u63d0\u793a<\/strong>\uff1a\u5fc5\u987b\u8bbe\u7f6e\u5185\u5bb9\u5b89\u5168\u9632\u62a4\uff0c\u52a0\u5165\u654f\u611f\u8bcd\u8fc7\u6ee4\u3001\u4e0d\u5f53\u5185\u5bb9\u62e6\u622a\u673a\u5236\uff0c\u907f\u514d\u8f93\u51fa\u4e0d\u7b26\u5408\u6559\u5b66\u89c4\u8303\u7684\u5185\u5bb9\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3.4 \u7b2c\u56db\u6b65\uff1a\u90e8\u7f72\u4e0a\u7ebf\u4e0e\u6301\u7eed\u8fed\u4ee3\u4f18\u5316<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u4e0a\u7ebf\u4e0d\u662f\u7ec8\u70b9\uff0c\u800c\u662f\u8fd0\u8425\u4f18\u5316\u7684\u8d77\u70b9\uff0cAI \u52a9\u6559\u7684\u6548\u679c\u9700\u8981\u901a\u8fc7\u771f\u5b9e\u4ea4\u4e92\u6570\u636e\u6301\u7eed\u8fed\u4ee3\u63d0\u5347\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u5de5\u4f5c\u5185\u5bb9<\/strong>\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u90e8\u7f72\u65b9\u6848\u843d\u5730\uff1a\u6839\u636e\u89c4\u6a21\u9009\u62e9\u90e8\u7f72\u6a21\u5f0f \u2014\u20141000 \u4eba\u4ee5\u4e0b\u7684\u5c0f\u89c4\u6a21\u573a\u666f\u53ef\u9009\u62e9\u4e91\u7aef SaaS \u90e8\u7f72\uff0c\u5feb\u901f\u4e0a\u7ebf\uff1b\u4e07\u4eba\u4ee5\u4e0a\u7684\u5927\u89c4\u6a21\u573a\u666f\u5efa\u8bae\u79c1\u6709\u5316\u90e8\u7f72\uff0c\u4fdd\u969c\u6027\u80fd\u4e0e\u6570\u636e\u5b89\u5168\uff1b\u4e2d\u7b49\u89c4\u6a21\u53ef\u91c7\u7528\u6df7\u5408\u90e8\u7f72\uff0c\u6838\u5fc3\u6570\u636e\u672c\u5730\u5b58\u50a8\uff0c\u8ba1\u7b97\u8d44\u6e90\u4e91\u7aef\u8c03\u5ea6\u3002<\/li>\n\n\n\n<li>\u8fd0\u8425\u76d1\u63a7\u4f53\u7cfb\u642d\u5efa\uff1a\u642d\u5efa\u6570\u636e\u770b\u677f\uff0c\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd\uff08\u54cd\u5e94\u65f6\u95f4\u3001\u5e76\u53d1\u91cf\u3001\u9519\u8bef\u7387\uff09\u4e0e\u4e1a\u52a1\u6570\u636e\uff08\u95ee\u7b54\u9891\u6b21\u3001\u95ee\u9898\u89e3\u51b3\u7387\u3001\u7528\u6237\u6ee1\u610f\u5ea6\uff09\u3002<\/li>\n\n\n\n<li>\u6301\u7eed\u4f18\u5316\u8fed\u4ee3\uff1a\u5b9a\u671f\u5206\u6790\u9ad8\u9891\u672a\u89e3\u51b3\u95ee\u9898\uff0c\u8865\u5145\u77e5\u8bc6\u5e93\u5185\u5bb9\uff1b\u57fa\u4e8e\u7528\u6237\u53cd\u9988\u4f18\u5316 Prompt \u4e0e\u56de\u7b54\u903b\u8f91\uff1b\u5229\u7528\u4ea4\u4e92\u6570\u636e\u4f18\u5316\u5b66\u751f\u753b\u50cf\uff0c\u63d0\u5347\u4e2a\u6027\u5316\u9002\u914d\u7cbe\u5ea6\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9636\u6bb5\u4ea4\u4ed8\u7269<\/strong>\uff1a\u6b63\u5f0f\u4e0a\u7ebf\u7cfb\u7edf\u3001\u8fd0\u8425\u6570\u636e\u770b\u677f\u3001\u8fed\u4ee3\u4f18\u5316\u6e05\u5355<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u907f\u5751\u63d0\u793a<\/strong>\uff1a\u5bf9\u9ad8\u9891\u5e38\u89c1\u95ee\u9898\u8bbe\u7f6e\u7f13\u5b58\u673a\u5236\uff0c\u76f4\u63a5\u8fd4\u56de\u6807\u51c6\u7b54\u6848\uff0c\u53ef\u5927\u5e45\u964d\u4f4e\u6a21\u578b\u8c03\u7528\u6210\u672c\uff0c\u540c\u65f6\u63d0\u5347\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u843d\u5730\u5b9e\u8df5\u53c2\u8003\u4e0e\u6210\u672c\u4f18\u5316\u7b56\u7565<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">4.1 \u4e09\u7c7b\u5f00\u53d1\u8def\u5f84\u7684\u5bf9\u6bd4\u53c2\u8003<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u5f00\u53d1\u8def\u5f84<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u4f18\u52bf\u7279\u70b9<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5c40\u9650\u6027<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9002\u7528\u5bf9\u8c61<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">\u4f4e\u4ee3\u7801\u5e73\u53f0\u5f00\u53d1<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5f00\u53d1\u5468\u671f\u77ed\u3001\u4e0a\u624b\u95e8\u69db\u4f4e\u3001\u914d\u5957\u529f\u80fd\u5b8c\u5584<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5b9a\u5236\u5316\u7a0b\u5ea6\u6709\u9650\u3001\u957f\u671f\u4f7f\u7528\u6210\u672c\u8f83\u9ad8<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4e2d\u5c0f\u578b\u6559\u80b2\u673a\u6784\u3001\u5feb\u901f\u9a8c\u8bc1\u9700\u6c42\u7684\u9879\u76ee<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5f00\u6e90\u6846\u67b6\u81ea\u7814<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5b8c\u5168\u53ef\u5b9a\u5236\u3001\u6570\u636e\u53ef\u63a7\u3001\u957f\u671f\u6210\u672c\u4f4e<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6280\u672f\u8981\u6c42\u9ad8\u3001\u5f00\u53d1\u5468\u671f\u957f\u3001\u9700\u8981\u81ea\u884c\u7ef4\u62a4<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6709\u6280\u672f\u56e2\u961f\u7684\u9ad8\u6821\u3001\u5927\u578b\u6559\u80b2\u96c6\u56e2<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u6df7\u5408\u5f00\u53d1\u6a21\u5f0f<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5e73\u8861\u5f00\u53d1\u6548\u7387\u4e0e\u5b9a\u5236\u5316\u9700\u6c42<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u67b6\u6784\u590d\u6742\u5ea6\u8f83\u9ad8\uff0c\u9700\u8981\u505a\u597d\u6a21\u5757\u517c\u5bb9<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6709\u4e00\u5b9a\u6280\u672f\u80fd\u529b\uff0c\u540c\u65f6\u8ffd\u6c42\u843d\u5730\u901f\u5ea6\u7684\u56e2\u961f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">4.2 \u5178\u578b\u573a\u666f\u843d\u5730\u6848\u4f8b\u53c2\u8003<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u9ad8\u6821\u5b66\u79d1\u52a9\u6559\u573a\u666f<\/strong> \u67d0 985 \u9ad8\u6821\u8ba1\u7b97\u673a\u5b66\u9662\u9488\u5bf9\u300a\u6570\u636e\u7ed3\u6784\u300b\u8bfe\u7a0b\u642d\u5efa AI \u52a9\u6559\uff0c\u89e3\u51b3\u8bfe\u540e\u7b54\u7591\u4eba\u529b\u4e0d\u8db3\u7684\u95ee\u9898\u3002\u9879\u76ee\u6784\u5efa\u4e86\u5305\u542b\u6559\u6750\u3001\u4e60\u9898\u3001\u5386\u5e74\u771f\u9898\u7684\u8bfe\u7a0b\u4e13\u5c5e\u77e5\u8bc6\u5e93\uff0c\u8bbe\u8ba1\u4e86\u4ece\u6982\u5ff5\u89e3\u91ca\u5230\u4ee3\u7801\u8c03\u8bd5\u7684\u5206\u5c42\u7b54\u7591\u673a\u5236\uff0c\u540c\u65f6\u5bf9\u63a5\u8bfe\u7a0b\u4f5c\u4e1a\u7cfb\u7edf\u3002\u4e0a\u7ebf\u540e\uff0c\u8bfe\u540e\u95ee\u9898\u54cd\u5e94\u7387\u63d0\u5347\u81f3 95%\uff0c\u5b66\u751f\u8bfe\u7a0b\u5e73\u5747\u6210\u7ee9\u63d0\u5347 12 \u5206\uff0c\u52a9\u6559\u65e5\u5e38\u7b54\u7591\u5de5\u4f5c\u91cf\u51cf\u5c11 60%\u3002<\/li>\n\n\n\n<li><strong>\u4f01\u4e1a\u5458\u5de5\u57f9\u8bad\u573a\u666f<\/strong> \u67d0\u5927\u578b\u96f6\u552e\u4f01\u4e1a\u9488\u5bf9\u5168\u56fd\u95e8\u5e97\u5458\u5de5\u642d\u5efa\u57f9\u8bad\u667a\u80fd\u52a9\u6559\uff0c\u8986\u76d6\u96f6\u552e\u3001\u4f9b\u5e94\u94fe\u3001\u8d27\u54c1\u7ba1\u7406\u7b49\u591a\u4e2a\u4e1a\u52a1\u9886\u57df\u3002\u9879\u76ee\u6784\u5efa\u4e86\u591a\u5c42\u7ea7\u4e1a\u52a1\u77e5\u8bc6\u5e93\uff0c\u9488\u5bf9\u4e0d\u540c\u5c97\u4f4d\u89d2\u8272\u914d\u7f6e\u4e13\u5c5e\u52a9\u6559\u6743\u9650\uff0c\u5b9e\u73b0\u4e1a\u52a1\u95ee\u9898\u7684\u5373\u65f6\u89e3\u7b54\u3002\u843d\u5730\u540e\uff0c\u5458\u5de5\u57f9\u8bad\u7684\u6807\u51c6\u5316\u7a0b\u5ea6\u663e\u8457\u63d0\u5347\uff0c\u65b0\u5458\u5de5\u4e0a\u624b\u5468\u671f\u7f29\u77ed 30%\uff0c\u603b\u90e8\u57f9\u8bad\u56e2\u961f\u7684\u91cd\u590d\u7b54\u7591\u5de5\u4f5c\u91cf\u5927\u5e45\u4e0b\u964d\u3002<\/li>\n\n\n\n<li><strong>\u6559\u80b2\u673a\u6784\u8bfe\u540e\u8f85\u5bfc\u573a\u666f<\/strong> \u67d0 K12 \u6559\u80b2\u673a\u6784\u642d\u5efa\u8bfe\u540e AI \u52a9\u6559\uff0c\u8986\u76d6\u5168\u79d1\u4f5c\u4e1a\u7b54\u7591\u4e0e\u77e5\u8bc6\u70b9\u8bb2\u89e3\u3002\u7cfb\u7edf\u652f\u6301\u62cd\u7167\u641c\u9898\u3001\u6b65\u9aa4\u8bb2\u89e3\u3001\u9519\u9898\u5f52\u7eb3\u529f\u80fd\uff0c\u540c\u65f6\u540c\u6b65\u5b66\u751f\u7684\u9519\u9898\u6570\u636e\u7ed9\u6388\u8bfe\u6559\u5e08\uff0c\u8f85\u52a9\u6559\u5e08\u8c03\u6574\u6559\u5b66\u91cd\u70b9\u3002\u843d\u5730\u540e\uff0c\u673a\u6784\u8bfe\u540e\u8f85\u5bfc\u7684\u4eba\u529b\u6210\u672c\u964d\u4f4e 40%\uff0c\u5b66\u751f\u7eed\u8bfe\u7387\u63d0\u5347 18%\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">4.3 \u843d\u5730\u6210\u672c\u4f18\u5316\u5b9e\u7528\u7b56\u7565<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MVP \u5148\u884c\uff0c\u5206\u9636\u6bb5\u843d\u5730<\/strong>\uff1a\u5148\u843d\u5730\u6838\u5fc3\u573a\u666f\u9a8c\u8bc1\u4ef7\u503c\uff0c\u518d\u9010\u6b65\u6269\u5c55\u529f\u80fd\u8303\u56f4\uff0c\u907f\u514d\u4e00\u6b21\u6027\u6295\u5165\u8fc7\u591a\u8d44\u6e90<\/li>\n\n\n\n<li><strong>\u5206\u5c42\u6a21\u578b\u8c03\u7528<\/strong>\uff1a\u7b80\u5355\u95ee\u9898\u7528\u8f7b\u91cf\u6a21\u578b\uff0c\u590d\u6742\u95ee\u9898\u7528\u9ad8\u6027\u80fd\u6a21\u578b\uff0c\u642d\u914d\u9ad8\u9891\u95ee\u9898\u7f13\u5b58\uff0c\u53ef\u964d\u4f4e 40% \u4ee5\u4e0a\u7684\u6a21\u578b\u8c03\u7528\u6210\u672c<\/li>\n\n\n\n<li><strong>\u77e5\u8bc6\u5e93\u52a8\u6001\u7ef4\u62a4<\/strong>\uff1a\u5efa\u7acb\u7528\u6237\u53cd\u9988 &#8211; 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