{"id":34955,"date":"2024-12-15T20:58:46","date_gmt":"2024-12-15T12:58:46","guid":{"rendered":"https:\/\/17aitech.com\/?p=34955"},"modified":"2024-12-15T20:58:46","modified_gmt":"2024-12-15T12:58:46","slug":"%e9%94%99%e8%af%af%e7%8e%87%e4%bb%8e10%e9%99%8d%e8%87%b30-01%ef%bc%8c%e9%a2%86%e8%8b%b1%e5%85%a8%e9%9d%a2%e5%88%86%e4%ba%abllm%e5%ba%94%e7%94%a8%e8%90%bd%e5%9c%b0%e7%bb%8f%e9%aa%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34955","title":{"rendered":"\u9519\u8bef\u7387\u4ece10%\u964d\u81f30.01%\uff0c\u9886\u82f1\u5168\u9762\u5206\u4eabLLM\u5e94\u7528\u843d\u5730\u7ecf\u9a8c"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-06-8\" target=\"_blank\">\u9519\u8bef\u7387\u4ece10%\u964d\u81f30.01%\uff0c\u9886\u82f1\u5168\u9762\u5206\u4eabLLM\u5e94\u7528\u843d\u5730\u7ecf\u9a8c<\/a><\/p>\n<p>\u968f\u7740\u5927\u578b<mark data-type=\"tech_tasks\" 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href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-93628273f00fc7300a9a8edc60c65d5c.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-93628273f00fc7300a9a8edc60c65d5c.gif\"><\/a><\/p>\n<p>\u6211\u4eec\u901a\u8fc7\u4e00\u4e2a\u73b0\u5b9e\u573a\u666f\u6765\u5c55\u793a\u65b0\u5f00\u53d1\u7684\u7cfb\u7edf\u662f\u5982\u4f55\u5de5\u4f5c\u7684\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u60a8\u6b63\u5728\u6eda\u52a8\u6d4f\u89c8 LinkedIn 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data-type=\"institutions\" data-id=\"6dcd60d7-34f7-4702-b719-5178a4bc83ef\">\u5f3a\u751f<\/mark>\u6210\uff08RAG\uff09\uff0c\u8fd9\u662f\u751f\u6210\u5f0f<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u7cfb\u7edf\u7684\u5e38\u89c1\u8bbe\u8ba1\u6a21\u5f0f\u3002\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u5efa\u8bbe pipeline \u5e76\u6ca1\u6709\u6211\u4eec\u9884\u671f\u7684\u90a3\u4e48\u4ee4\u4eba\u5934\u75bc\u3002\u5728\u77ed\u77ed\u51e0\u5929\u5185\uff0c\u6211\u4eec\u5c31\u5efa\u7acb\u5e76\u8fd0\u884c\u4e86\u57fa\u672c\u6846\u67b6\uff1a<\/p>\n<ul>\n<li>\n<p>\u8def\u7531\uff1a\u51b3\u5b9a<mark data-type=\"concepts\" data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\u662f\u5426\u5728\u8303\u56f4\u5185\uff0c\u4ee5\u53ca\u5c06\u5176\u8f6c\u53d1\u7ed9\u54ea\u4e2a AI \u667a\u80fd\u4f53\u3002<\/p>\n<\/li>\n<li>\n<p>\u68c0\u7d22\uff1a\u9762\u5411 recall \u7684\u6b65\u9aa4\uff0cAI 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data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\u7684\u7b80\u5316 pipeline\u3002KSA \u4ee3\u8868\u300c\u77e5\u8bc6\u5171\u4eab\u667a\u80fd\u4f53\u300d\uff0c\u662f\u6570\u5341\u79cd\u53ef\u4ee5\u5904\u7406\u7528\u6237<mark data-type=\"concepts\" data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\u7684\u667a\u80fd\u4f53\u4e4b\u4e00\u3002<\/sup><\/em><\/p>\n<p>\u5173\u952e\u8bbe\u8ba1\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u56fa\u5b9a\u4e09\u6b65 pipeline\uff1b<\/p>\n<\/li>\n<li>\n<p>\u7528\u4e8e\u8def\u7531 \/ \u68c0\u7d22\u7684\u5c0f\u578b\u6a21\u578b\uff0c\u7528\u4e8e\u751f\u6210\u7684\u8f83\u5927\u6a21\u578b\uff1b<\/p>\n<\/li>\n<li>\n<p>\u57fa\u4e8e\u5d4c\u5165\u7684\u68c0\u7d22 (EBR)\uff0c\u7531\u5185\u5b58<mark data-type=\"concepts\" data-id=\"700f9c0f-1e8b-4fde-8bae-6de39c13f022\">\u6570\u636e\u5e93<\/mark>\u63d0\u4f9b\u652f\u6301\uff0c\u5c06\u54cd\u5e94\u793a\u4f8b\u76f4\u63a5\u6ce8\u5165\u5230\u63d0\u793a\uff08prompt\uff09\u4e2d\uff1b<\/p>\n<\/li>\n<li>\n<p>\u6bcf\u6b65\u7279\u5b9a\u7684\u8bc4\u4f30 pipeline\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u8def\u7531 \/ \u68c0\u7d22\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u5f00\u53d1\u901f\u5ea6<\/strong><\/p>\n<p>\u6211\u4eec\u51b3\u5b9a\u5c06\u5f00\u53d1\u4efb\u52a1\u62c6\u5206\u4e3a\u7531\u4e0d\u540c\u4eba\u5458\u5f00\u53d1\u72ec\u7acb\u667a\u80fd\u4f53\uff1a\u5e38\u8bc6\u3001\u5de5\u4f5c\u8bc4\u4f30\u3001\u804c\u4f4d\u8981\u70b9\u7b49\u3002<\/p>\n<p>\u901a\u8fc7\u5e76\u884c\u5316\u5f00\u53d1\u4efb\u52a1\uff0c\u6211\u4eec\u63d0\u9ad8\u4e86\u5f00\u53d1\u901f\u5ea6\uff0c\u4f46\u8fd9\u662f\u4ee5\u300c\u788e\u7247\u300d\u4e3a\u4ee3\u4ef7\u7684\u3002\u5f53\u4e0e\u901a\u8fc7\u4e0d\u540c\u7684\u6a21\u578b\u3001\u63d0\u793a\u6216\u5de5\u5177\u8fdb\u884c\u7ba1\u7406\u7684\u52a9\u624b\uff08assistant\uff09\u8fdb\u884c\u540e\u7eed\u4ea4\u4e92\u65f6\uff0c\u4fdd\u6301\u7edf\u4e00\u7684\u7528\u6237\u4f53\u9a8c\u53d8\u5f97\u5177\u6709\u6311\u6218\u6027\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u7ec4\u7ec7\u7ed3\u6784\uff1a<\/p>\n<p>\u4e00\u4e2a\u5c0f\u578b\u300c\u6c34\u5e73\uff08horizontal\uff09\u300d\u5de5\u7a0b pod\uff0c\u5904\u7406\u901a\u7528\u7ec4\u4ef6\u5e76\u4e13\u6ce8\u4e8e\u6574\u4f53\u4f53\u9a8c\uff0c\u5176\u4e2d\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u6258\u7ba1\u4ea7\u54c1\u7684\u670d\u52a1<\/p>\n<\/li>\n<li>\n<p>\u8bc4\u4f30 \/ \u6d4b\u8bd5\u5de5\u5177<\/p>\n<\/li>\n<li>\n<p>\u6240\u6709\u5782\u76f4\u9886\u57df\u4f7f\u7528\u7684\u5168\u5c40\u63d0\u793a\u6a21\u677f\uff08\u4f8b\u5982\u667a\u80fd\u4f53\u7684\u5168\u5c40\u8eab\u4efd\uff08identity\uff09\u3001\u5bf9\u8bdd\u5386\u53f2\u3001\u8d8a\u72f1\u9632\u5fa1\u7b49\uff09<\/p>\n<\/li>\n<li>\n<p>\u4e3a iOS\/Android\/Web \u5ba2\u6237\u7aef\u5171\u4eab UX \u7ec4\u4ef6<\/p>\n<\/li>\n<li>\n<p>\u670d\u52a1\u5668\u9a71\u52a8\u7684 UI \u6846\u67b6\uff0c\u7528\u4e8e\u53d1\u5e03\u65b0\u7684 UI \u66f4\u6539\uff0c\u800c\u65e0\u9700\u66f4\u6539\u6216\u53d1\u5e03\u5ba2\u6237\u7aef\u4ee3\u7801\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u5173\u952e\u8bbe\u8ba1\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u5206\u800c\u6cbb\u4e4b\uff0c\u4f46\u9650\u5236\u667a\u80fd\u4f53\u6570\u91cf\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5177\u6709\u591a\u8f6e\u5bf9\u8bdd\u7684\u96c6\u4e2d\u5f0f\u8bc4\u4f30 pipeline\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5171\u4eab\u63d0\u793a\u6a21\u677f\uff08\u4f8b\u5982\u300c\u8eab\u4efd\uff08identity\uff09\u300d\u5b9a\u4e49\uff09\u3001UX \u6a21\u677f\u3001\u5de5\u5177\u548c\u68c0\u6d4b<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u8bc4\u4f30<\/strong><\/p>\n<p>\u4e8b\u5b9e\u8bc1\u660e\uff0c\u8bc4\u4f30\u54cd\u5e94\u7684\u8d28\u91cf\u6bd4\u9884\u671f\u7684\u66f4\u52a0\u56f0\u96be\u3002\u8fd9\u4e9b\u6311\u6218\u53ef\u5927\u81f4\u5206\u4e3a\u4e09\u4e2a\u9886\u57df\uff1a\u5236\u5b9a\u6307\u5357\uff08guideline\uff09\u3001\u6269\u5c55\u6ce8\u91ca\u548c\u81ea\u52a8\u8bc4\u4f30\u3002<\/p>\n<p>\u5236\u5b9a guideline \u662f\u7b2c\u4e00\u4e2a\u969c\u788d\u3002\u4ee5\u5de5\u4f5c\u8bc4\u4f30\u4e3a\u4f8b\uff1a\u70b9\u51fb\u300c\u8bc4\u4f30\u6211\u662f\u5426\u9002\u5408\u8fd9\u4efd\u5de5\u4f5c\u300d\u5e76\u5f97\u5230\u300c\u4f60\u975e\u5e38\u9002\u5408\u300d\u5e76\u6ca1\u6709\u591a\u5927\u7528\u5904\u3002\u6211\u4eec\u5e0c\u671b\u54cd\u5e94\u65e2\u771f\u5b9e\u53c8\u5bcc\u6709\u540c\u7406\u5fc3\u3002\u4e00\u4e9b\u7528\u6237\u53ef\u80fd\u6b63\u5728\u8003\u8651\u8f6c\u884c\u5230\u4ed6\u4eec\u76ee\u524d\u4e0d\u592a\u9002\u5408\u7684\u9886\u57df\uff0c\u5e76\u9700\u8981\u5e2e\u52a9\u4e86\u89e3\u5dee\u8ddd\u548c\u540e\u7eed\u6b65\u9aa4\u3002\u786e\u4fdd\u8fd9\u4e9b\u7ec6\u8282\u4e00\u81f4\u5bf9\u6ce8\u91ca\u5668\u975e\u5e38\u5173\u952e\u3002<\/p>\n<p>\u6269\u5c55\u6ce8\u91ca\u662f\u7b2c\u4e8c\u6b65\u3002\u6211\u4eec\u9700\u8981\u4e00\u81f4\u548c\u591a\u6837\u5316\u7684\u6ce8\u91ca\u5668\u3002\u6211\u4eec\u5185\u90e8\u7684<mark data-type=\"concepts\" data-id=\"e495445a-c189-4783-b0fb-17dcd3bfc9de\">\u8bed\u8a00\u5b66<\/mark>\u5bb6\u56e2\u961f\u6784\u5efa\u4e86\u5de5\u5177\u548c\u6d41\u7a0b\uff0c\u4ee5\u8bc4\u4f30\u591a\u8fbe 500 \u4e2a\u65e5\u5e38\u5bf9\u8bdd\u5e76\u83b7\u53d6\u76f8\u5173\u6307\u6807\uff1a\u6574\u4f53\u8d28\u91cf\u5f97\u5206\u3001\u5e7b\u89c9\u7387\u3001AI \u8fdd\u89c4\u3001\u8fde\u8d2f\u6027\u3001\u98ce\u683c\u7b49\u3002<\/p>\n<p>\u81ea\u52a8\u8bc4\u4f30\u5de5\u4f5c\u76ee\u524d\u4ecd\u5728\u8fdb\u884c\u4e2d\u3002\u5982\u679c\u6ca1\u6709\u81ea\u52a8\u8bc4\u4f30\uff0c\u5de5\u7a0b\u5e08\u53ea\u80fd\u76ee\u6d4b\u7ed3\u679c\u5e76\u5728\u4e00\u7ec4\u6709\u9650\u7684\u793a\u4f8b\u4e0a\u8fdb\u884c\u6d4b\u8bd5\uff0c\u5e76\u4e14\u8981\u5ef6\u8fdf 1 \u5929\u4ee5\u4e0a\u624d\u80fd\u4e86\u89e3\u6307\u6807\u3002\u6211\u4eec\u6b63\u5728\u6784\u5efa\u57fa\u4e8e\u6a21\u578b\u7684\u8bc4\u4f30\u5668\u6765\u8bc4\u4f30\u4e0a\u8ff0\u6307\u6807\uff0c\u5e76\u52aa\u529b\u5728\u5e7b\u89c9\u68c0\u6d4b\u65b9\u9762\u53d6\u5f97\u4e00\u4e9b\u6210\u529f\uff0c\u7aef\u5230\u7aef\u81ea\u52a8\u8bc4\u4f30 pipeline \u5c06\u5b9e\u73b0\u66f4\u5feb\u7684\u8fed\u4ee3\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c8905ac911ce5a95ce0090dfea1300d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c8905ac911ce5a95ce0090dfea1300d5.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2\uff1a\u8bc4\u4f30\u6b65\u9aa4\u3002<\/sup><\/em><\/p>\n<p><strong>\u8c03\u7528\u5185\u90e8 API<\/strong><\/p>\n<p>LinkedIn \u62e5\u6709\u5927\u91cf\u6709\u5173\u4eba\u5458\u3001\u516c\u53f8\u3001\u6280\u80fd\u3001\u8bfe\u7a0b\u7b49\u7684\u72ec\u7279\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u5bf9\u4e8e\u6784\u5efa\u63d0\u4f9b\u5dee\u5f02\u5316\u4ef7\u503c\u7684\u4ea7\u54c1\u81f3\u5173\u91cd\u8981\u3002\u7136\u800c\uff0cLLM \u5c1a\u672a\u63a5\u53d7\u8fc7\u8fd9\u4e9b\u4fe1\u606f\u7684\u8bad\u7ec3\uff0c\u56e0\u6b64\u65e0\u6cd5\u4f7f\u7528\u5b83\u4eec\u8fdb\u884c\u63a8\u7406\u548c\u751f\u6210\u54cd\u5e94\u3002\u89e3\u51b3\u6b64\u95ee\u9898\u7684\u6807\u51c6\u6a21\u5f0f\u662f\u8bbe\u7f6e\u68c0\u7d22\u589e<mark data-type=\"institutions\" data-id=\"6dcd60d7-34f7-4702-b719-5178a4bc83ef\">\u5f3a\u751f<\/mark>\u6210 (RAG) pipeline\uff0c\u901a\u8fc7\u8be5 pipeline \u8c03\u7528\u5185\u90e8 API\uff0c\u5e76\u5c06\u5176\u54cd\u5e94\u6ce8\u5165\u5230\u540e\u7eed\u7684 LLM \u63d0\u793a\u4e2d\uff0c\u4ee5\u63d0\u4f9b\u989d\u5916\u7684\u4e0a\u4e0b\u6587\u6765\u652f\u6301\u54cd\u5e94\u3002<\/p>\n<p>\u8bb8\u591a\u6b64\u7c7b\u6570\u636e\u901a\u8fc7\u5404\u79cd\u5fae\u670d\u52a1\u4e2d\u7684 RPC API \u5728\u5185\u90e8\u516c\u5f00\u3002\u867d\u7136\u8fd9\u5bf9\u4e8e\u4eba\u7c7b\u4ee5\u7f16\u7a0b\u65b9\u5f0f\u8c03\u7528\u975e\u5e38\u65b9\u4fbf\uff0c\u4f46\u5bf9 LLM \u6765\u8bf4\u5e76\u4e0d\u53cb\u597d\u3002\u6211\u4eec\u901a\u8fc7\u56f4\u7ed5\u8fd9\u4e9b API \u5305\u88c5\u300c\u6280\u80fd\u300d\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u6bcf\u4e2a\u6280\u80fd\u90fd\u6709\u4ee5\u4e0b\u7ec4\u4ef6\uff1a<\/p>\n<ul>\n<li>\n<p>\u5173\u4e8e API \u7684\u529f\u80fd\u4ee5\u53ca\u4f55\u65f6\u4f7f\u7528\u7684\u4eba\u7c7b\u53cb\u597d\u63cf\u8ff0<\/p>\n<\/li>\n<li>\n<p>\u8c03\u7528 RPC API \u7684\u914d\u7f6e\uff08\u7aef\u70b9\u3001\u8f93\u5165\u6a21\u5f0f\u3001\u8f93\u51fa\u6a21\u5f0f\u7b49\uff09<\/p>\n<\/li>\n<li>\n<p>LLM \u53cb\u597d\u7684\u8f93\u5165\u548c\u8f93\u51fa\u6a21\u5f0f<\/p>\n<\/li>\n<li>\n<section>\u539f\u59cb\u7c7b\u578b\uff08\u5b57\u7b26\u4e32 \/ \u5e03\u5c14 \/ \u6570\u5b57\uff09\u503c<\/section>\n<\/li>\n<li>\n<section>JSON \u6a21\u5f0f\u7684\u8f93\u5165\u548c\u8f93\u51fa\u6a21\u5f0f\u63cf\u8ff0<\/section>\n<\/li>\n<li>\n<p>LLM \u53cb\u597d\u6a21\u5f0f\u548c\u5b9e\u9645 RPC \u6a21\u5f0f\u4e4b\u95f4<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u7684\u4e1a\u52a1<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark><\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u6280\u80fd\u65e8\u5728\u8ba9 LLM \u80fd\u591f\u6267\u884c\u4e0e\u4ea7\u54c1\u76f8\u5173\u7684\u5404\u79cd\u64cd\u4f5c\uff0c\u4f8b\u5982\u67e5\u770b\u4e2a\u4eba\u8d44\u6599\u3001\u641c\u7d22\u6587\u7ae0 \/ \u4eba\u5458 \/ \u804c\u4f4d \/ \u516c\u53f8\uff0c\u751a\u81f3<mark data-type=\"concepts\" data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\u5185\u90e8\u5206\u6790\u7cfb\u7edf\u3002\u540c\u6837\u7684\u6280\u672f\u4e5f\u7528\u4e8e\u8c03\u7528\u975e LinkedIn API\uff0c\u4f8b\u5982 Bing \u641c\u7d22\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-31524e2533b7dd34818288c1ee70694b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-31524e2533b7dd34818288c1ee70694b.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3\uff1a\u4f7f\u7528\u6280\u80fd\u8c03\u7528\u5185\u90e8 API\u3002<\/sup><\/em><\/p>\n<p>\u6211\u4eec\u7f16\u5199\u63d0\u793a\uff0c\u8981\u6c42 LLM \u51b3\u5b9a\u4f7f\u7528\u4ec0\u4e48\u6280\u80fd\u6765\u89e3\u51b3\u7279\u5b9a\u7684\u5de5\u4f5c\uff08\u901a\u8fc7<mark data-type=\"tech_tasks\" 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-57fbd6a9780a32a23cb30a15d9dc89c8.png\"><\/a><\/p>\n<p>\u611f\u5174\u8da3\u7684\u8bfb\u8005\u53ef\u4ee5\u9605\u8bfb\u535a\u5ba2\u539f\u6587\uff0c\u4e86\u89e3\u66f4\u591a\u7814\u7a76\u5185\u5bb9\u3002<\/p>\n<p><em><sup>\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/www.linkedin.com\/blog\/engineering\/generative-ai\/musings-on-building-a-generative-ai-product<\/sup><\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-06-8\" target=\"_blank\">\u9519\u8bef\u7387\u4ece10%\u964d\u81f30.01%\uff0c\u9886\u82f1\u5168\u9762\u5206\u4eabLLM\u5e94\u7528\u843d\u5730\u7ecf\u9a8c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u9519\u8bef\u7387\u4ece10%\u964d\u81f30. 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