{"id":36828,"date":"2025-01-19T12:00:19","date_gmt":"2025-01-19T04:00:19","guid":{"rendered":"https:\/\/17aitech.com\/?p=36828"},"modified":"2025-01-19T12:00:19","modified_gmt":"2025-01-19T04:00:19","slug":"%e6%99%ba%e8%83%bd%e4%bd%93%e7%ab%9f%e8%83%bd%e8%87%aa%e8%a1%8c%e7%bb%84%e5%bb%ba%e9%80%9a%e4%bf%a1%e7%bd%91%e7%bb%9c%ef%bc%8c%e8%bf%98%e8%83%bd%e8%87%aa%e5%88%9b%e5%8d%8f%e8%ae%ae%e6%8f%90%e5%8d%87","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36828","title":{"rendered":"\u667a\u80fd\u4f53\u7adf\u80fd\u81ea\u884c\u7ec4\u5efa\u901a\u4fe1\u7f51\u7edc\uff0c\u8fd8\u80fd\u81ea\u521b\u534f\u8bae\u63d0\u5347\u901a\u4fe1\u6548\u7387"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-25-3\" target=\"_blank\">\u667a\u80fd\u4f53\u7adf\u80fd\u81ea\u884c\u7ec4\u5efa\u901a\u4fe1\u7f51\u7edc\uff0c\u8fd8\u80fd\u81ea\u521b\u534f\u8bae\u63d0\u5347\u901a\u4fe1\u6548\u7387<\/a><\/p>\n<section>Hugging Face \u4e0a\u7684\u6a21\u578b\u6570\u91cf\u5df2\u7ecf\u8d85\u8fc7\u4e86 100 \u4e07\u3002\u4f46\u662f\u51e0\u4e4e\u6bcf\u4e2a\u6a21\u578b\u90fd\u662f\u5b64\u7acb\u7684\uff0c\u96be\u4ee5\u4e0e\u5176\u5b83\u6a21\u578b\u6c9f\u901a\u3002\u5c3d\u7ba1\u6709\u4e9b\u7814\u7a76\u8005\u751a\u81f3\u5a31\u4e50\u64ad\u4e3b\u8bd5\u8fc7\u8ba9 LLM \u4e92\u76f8\u4ea4\u6d41\uff0c\u4f46\u6240\u7528\u7684\u65b9\u6cd5\u5927\u90fd\u6bd4\u8f83\u7b80\u5355\u3002<\/section>\n<section><\/section>\n<section>\u8fd1\u65e5\uff0c\u725b\u6d25\u5927\u5b66\u4e00\u4e2a\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u4e2a\u7528\u4e8e LLM \u901a\u4fe1\u7684\u5143\u534f\u8bae\uff1aAgora\uff0c\u5e76\u5ba3\u79f0\u53ef\u4ee5\u89e3\u51b3\u300c\u667a\u80fd\u4f53\u901a\u4fe1\u4e09\u96be\u56f0\u5883\u300d\uff0c\u8fdb\u800c\u6784\u5efa\u300c\u4e16\u754c\u7ea7\u7684 LLM \u667a\u80fd\u4f53\u7f51\u7edc\u300d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8589244e851eafbae44fedcde4d3bbf6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8589244e851eafbae44fedcde4d3bbf6.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aA Scalable Communication Protocol for Networks of Large Language Models<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2410.11905<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u667a\u80fd\u4f53\u901a\u4fe1\u4e09\u96be\u56f0\u5883<\/strong><\/section>\n<section><\/section>\n<section>\u667a\u80fd\u4f53\uff08agent\uff09\u662f\u6307\u80fd\u5728\u73af\u5883\u4e2d\u81ea\u4e3b\u884c\u52a8\u4ee5\u5b9e\u73b0\u5176\u8bbe\u8ba1\u76ee\u6807\u7684\u8ba1\u7b97\u673a\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section>\u548c\u4eba\u7c7b\u4e00\u6837\uff0c\u4e3a\u4e86\u5b9e\u73b0\u5171\u540c\u7684\u76ee\u6807\uff0c\u667a\u80fd\u4f53\u4e5f\u9700\u8981\u76f8\u4e92\u534f\u4f5c\u3002\u5b9e\u9645\u4e0a\uff0c\u5982\u6b64\u6784\u5efa\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u6b63\u662f\u5f53\u524d AI \u9886\u57df\u7684\u4e00\u5927\u91cd\u8981\u7814\u7a76\u65b9\u5411\uff0c\u6bd4\u5982 OpenAI \u5c31\u6b63\u5728\u7f51\u7f57\u591a\u667a\u80fd\u4f53\u4eba\u624d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3a54e699d870464d66b35f71a5bb62f0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3a54e699d870464d66b35f71a5bb62f0.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0OpenAI \u8457\u540d\u7814\u7a76\u79d1\u5b66\u5bb6 Noam Brown \u53d1\u5e16\u4e3a\u591a\u667a\u80fd\u4f53\u7814\u7a76\u56e2\u961f\u62db\u52df\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u4f46\u662f\uff0c\u7531\u4e8e\u667a\u80fd\u4f53\u5343\u5dee\u4e07\u522b\uff08\u5305\u62ec\u67b6\u6784\u3001\u529f\u80fd\u548c\u7ea6\u675f\u6761\u4ef6\u7b49\uff09\uff0c\u8981\u4e3a\u5b83\u4eec\u7ec4\u6210\u7684\u5f02\u6784\u7f51\u7edc\u8bbe\u8ba1\u901a\u4fe1\u534f\u8bae\u5e76\u4e0d\u5bb9\u6613\u3002\u725b\u6d25\u5927\u5b66\u7684\u8fd9\u4e2a\u56e2\u961f\u5c06\u8fd9\u4e9b\u96be\u9898\u5f52\u56e0\u5230\u4e86\u4e09\u4e2a\u65b9\u9762\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u591a\u529f\u80fd\u6027<\/strong>\uff1a\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u901a\u4fe1\u5e94\u652f\u6301\u5185\u5bb9\u548c\u683c\u5f0f\u5404\u5f02\u7684\u591a\u79cd\u591a\u6837\u7684\u6d88\u606f\uff1b<\/section>\n<\/li>\n<li>\n<section><strong>\u6548\u7387<\/strong>\uff1a\u8fd0\u884c\u667a\u80fd\u4f53\u7684\u8ba1\u7b97\u6210\u672c\u548c\u901a\u4fe1\u7684\u7f51\u7edc\u6210\u672c\u5e94\u5c3d\u53ef\u80fd\u4f4e\uff1b<\/section>\n<\/li>\n<li>\n<section><strong>\u53ef\u79fb\u690d\u6027<\/strong>\uff1a\u901a\u4fe1\u534f\u8bae\u5e94\u5c3d\u53ef\u80fd\u652f\u6301\u66f4\u591a\u667a\u80fd\u4f53\uff0c\u540c\u65f6\u5176\u5b9e\u73b0\u8d77\u6765\u4e5f\u5e94\u4e0d\u8d39\u529b\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8be5\u56e2\u961f\u5c06\u8fd9\u4e9b\u5c5e\u6027\u4e4b\u95f4\u7684\u6743\u8861\u79f0\u4e3a<strong>\u667a\u80fd\u4f53\u901a\u4fe1\u4e09\u96be\u56f0\u5883<\/strong>\uff08Agent Communication Trilemma\uff09\uff0c\u5982\u56fe 1 \u6240\u793a\uff0c\u5177\u4f53\u8ba8\u8bba\u8bf7\u53c2\u9605\u539f\u8bba\u6587\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-289ab169186e7c754dd2e94485832d15.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-289ab169186e7c754dd2e94485832d15.png\"><\/a><\/section>\n<section><strong>Agora\uff1aLLM \u7684\u901a\u4fe1\u534f\u8bae\u5c42<\/strong><\/section>\n<section><\/section>\n<section>\u8981\u89e3\u51b3\u8fd9\u4e2a\u667a\u80fd\u4f53\u901a\u4fe1\u4e09\u96be\u56f0\u5883\uff0c\u5173\u952e\u662f\u8981\u63a5\u53d7\u8fd9\u4e00\u70b9\uff1a\u5e76\u4e0d\u5b58\u5728\u4e00\u79cd\u80fd\u540c\u65f6\u5b9e\u73b0\u6700\u4f73\u6548\u7387\u3001\u53ef\u79fb\u690d\u6027\u548c\u591a\u529f\u80fd\u6027\u7684\u534f\u8bae\u3002<\/section>\n<section><\/section>\n<section>\u725b\u6d25\u5927\u5b66\u7684\u8fd9\u4e2a\u56e2\u961f\u63d0\u51fa\u7684 Agora \u662f\u4e00\u79cd\u5143\u534f\u8bae\uff08meta protocol\uff09\uff0c\u5176\u5229\u7528\u4e86 LLM \u7684\u7279\u6b8a\u80fd\u529b\u6765\u89e3\u51b3\u8fd9\u4e2a\u4e09\u96be\u95ee\u9898\uff0c\u5177\u4f53\u6765\u8bf4\u5c31\u662f\u4e3a\u4e0d\u540c\u7684\u573a\u666f\u91c7\u7528\u4e0d\u540c\u7684\u901a\u4fe1\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u77e5\u9053\uff0c\u6700\u5f3a\u5927\u7684 LLM \u5177\u6709\u4e09\u5927\u5173\u952e\u5c5e\u6027\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5b83\u4eec\u53ef\u4ee5\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u3001\u64cd\u7eb5\u548c\u56de\u590d\u5176\u5b83\u667a\u80fd\u4f53\uff1b<\/section>\n<\/li>\n<li>\n<section>\u5b83\u4eec\u64c5\u957f\u9075\u5faa\u6307\u4ee4\uff0c\u5305\u62ec\u7f16\u5199\u4ee3\u7801\u6765\u5b9e\u73b0\u4f8b\u7a0b\uff1b<\/section>\n<\/li>\n<li>\n<section>\u5728\u590d\u6742\u7684\u573a\u666f\u4e2d\uff0c\u5b83\u4eec\u53ef\u4ee5\u81ea\u4e3b\u534f\u5546\u534f\u8bae\u5e76\u5c31\u91c7\u7528\u7684\u7b56\u7565\u548c\u884c\u4e3a\u8fbe\u6210\u5171\u8bc6\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u7a76\u5176\u6838\u5fc3\uff0cAgora \u4f1a\u6839\u636e\u4e0d\u540c\u7684\u60c5\u51b5\u4f7f\u7528\u4e0d\u540c\u7684\u901a\u4fe1\u683c\u5f0f\u3002<\/section>\n<section><\/section>\n<section>\u667a\u80fd\u4f53\u53ef\u4ee5\u652f\u6301\u5e7f\u6cdb\u7684\u901a\u4fe1\uff08<strong>\u9ad8\u901a\u7528\u6027<\/strong>\uff09\uff0c\u540c\u65f6\u4e5f\u80fd\u901a\u8fc7\u9ad8\u6548\u7684\u4f8b\u7a0b\u5904\u7406\u603b\u8bf7\u6c42\u91cf\u4e2d\u7684\u5927\u90e8\u5206\uff08<strong>\u9ad8\u6548\u7387<\/strong>\uff09\u3002\u6b64\u5916\uff0c\u6574\u4e2a\u534f\u5546\u548c\u5b9e\u73b0\u5de5\u4f5c\u6d41\u7a0b\u90fd\u7531 LLM \u5904\u7406\uff0c\u65e0\u9700\u4eba\u7c7b\u5e72\u9884\uff08<strong>\u9ad8\u53ef\u79fb\u690d\u6027<\/strong>\uff09\u3002<\/section>\n<section><\/section>\n<section>Agora \u529f\u80fd\u7684\u6838\u5fc3\u662f\u534f\u8bae\u6587\u6863\uff08PD\uff09\u8fd9\u4e00\u6982\u5ff5\uff0c\u56fe 3 \u7ed9\u51fa\u4e86\u5176\u56fe\u793a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-72c4d4af3c0feca4b9748789efa539e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-72c4d4af3c0feca4b9748789efa539e9.png\"><\/a><\/section>\n<section>\u4e0b\u9762\u5c06\u4ecb\u7ecd Agora \u539f\u751f\u652f\u6301\u7684\u901a\u4fe1\u5c42\u7ea7\uff0c\u7136\u540e\u4f1a\u5c55\u793a\u4e00\u4e9b\u793a\u4f8b\u3002<\/section>\n<section><\/section>\n<section><strong>Agora \u4e2d\u7684\u901a\u4fe1<\/strong><\/section>\n<section><\/section>\n<section>Agora \u5f15\u5165\u4e86\u4e00\u79cd\u673a\u5668\u53ef\u8bfb\u7684\u65b9\u5f0f\u6765\u4f20\u8f93\u548c\u5f15\u7528\u534f\u8bae\uff0c\u5373\u534f\u8bae\u6587\u6863\uff08PD\uff09\u3002PD \u5c31\u662f\u901a\u4fe1\u534f\u8bae\u7684\u7eaf\u6587\u672c\u63cf\u8ff0\u3002<\/section>\n<section><\/section>\n<section>PD \u662f\u72ec\u7acb\u7684\u3001\u4e0e\u5b9e\u73b0\u65e0\u5173\u7684\uff0c\u5e76\u4e14\u5305\u542b\u667a\u80fd\u4f53\u5728\u652f\u6301\u534f\u8bae\u65b9\u9762\u6240\u9700\u7684\u4e00\u5207\uff1a\u8fd9\u5c31\u610f\u5473\u7740\u73b0\u6709\u534f\u8bae\u7684\u5927\u591a\u6570\u63cf\u8ff0\uff08\u5982 RFC\uff09\u4e5f\u90fd\u662f\u5408\u9002\u7684 PD\u3002\u4f46\u662f PD \u5e76\u4e0d\u4f9d\u9760\u67d0\u4e2a\u4e2d\u592e\u5b9e\u4f53\u6765\u5206\u914d\u6807\u8bc6\u7b26\uff0c\u800c\u662f\u901a\u8fc7\u5176\u54c8\u5e0c\u503c\uff08\u7528\u4e8e\u591a\u8def\u590d\u7528\uff09\u8fdb\u884c\u552f\u4e00\u6807\u8bc6\u3002<\/section>\n<section><\/section>\n<section>\u5728 Agora \u4e2d\uff0c\u6700\u5e38\u89c1\u7684\u901a\u4fe1\u5177\u6709\u4e13\u7528\u7684\u9ad8\u6548\u4f8b\u7a0b\uff0c\u800c\u6700\u7f55\u89c1\u7684\u901a\u4fe1\u5219\u4f7f\u7528\u4f4e\u6548\u4f46\u7075\u6d3b\u7684 LLM \u548c\u81ea\u7136\u8bed\u8a00\u3002\u5177\u4f53\u6765\u8bf4\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5982\u679c\u53ef\u80fd\uff0c\u5219\u901a\u8fc7\u4f20\u7edf\u534f\u8bae\u6765\u5904\u7406\u6700\u5e38\u89c1\u7684\u901a\u4fe1 \u2014\u2014 \u8fd9\u4e9b\u534f\u8bae\u6709\u6807\u51c6\u7684\u3001\u4eba\u5de5\u7f16\u5199\u7684\u5b9e\u73b0\uff08\u4f8b\u5982 OBP\uff09\uff1b<\/section>\n<\/li>\n<li>\n<section>\u5bf9\u4e8e\u4e0d\u592a\u5e38\u89c1\u7684\u901a\u4fe1\uff08\u6216\u6ca1\u6709\u6807\u51c6\u534f\u8bae\u7684\u901a\u4fe1\uff09\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u4f7f\u7528\u7ed3\u6784\u5316\u6570\u636e\u4f5c\u4e3a\u4ea4\u6362\u5a92\u4ecb\uff08\u53ef\u4ee5\u7531 LLM \u7f16\u5199\u7684\u4f8b\u7a0b\u5904\u7406\uff09\uff1b<\/section>\n<\/li>\n<li>\n<section>\u5bf9\u4e8e\u4e00\u65b9\u667a\u80fd\u4f53\u5e38\u89c1\u4f46\u5bf9\u53e6\u4e00\u65b9\u4e0d\u5e38\u89c1\u7684\u901a\u4fe1\uff0c\u667a\u80fd\u4f53\u4ecd\u7136\u4f7f\u7528\u7ed3\u6784\u5316\u6570\u636e\uff0c\u4f46\u4e00\u65b9\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528 LLM\uff0c\u800c\u53e6\u4e00\u65b9\u4f7f\u7528\u4f8b\u7a0b\uff1b<\/section>\n<\/li>\n<li>\n<section>\u5bf9\u4e8e\u7f55\u89c1\u7684\u901a\u4fe1\u6216\u4f8b\u7a0b\u610f\u5916\u5931\u8d25\u7684\u60c5\u51b5\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728\u5904\u7406\u4e00\u4e2a\u67e5\u8be2\u65f6\uff0c\u5230\u5e95\u9009\u62e9\u4f7f\u7528\u4eba\u5de5\u7f16\u5199\u7684\u4f8b\u7a0b\u3001LLM \u7f16\u5199\u7684\u4f8b\u7a0b\u8fd8\u662f LLM\uff08\u6216\u4e09\u8005\u4e2d\u7684\u67d0\u79cd\u7ec4\u5408\uff09\uff0c\u5219\u5b8c\u5168\u7531\u667a\u80fd\u4f53\u81ea\u884c\u51b3\u5b9a\u3002\u8fd9\u80fd\u4e3a\u667a\u80fd\u4f53\u5728\u5904\u7406\u67e5\u8be2\u65b9\u9762\u63d0\u4f9b\u6700\u5927\u7684\u7075\u6d3b\u6027\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd\u5206\u5c42\u901a\u4fe1\u652f\u6301\u4efb\u610f\u5f62\u5f0f\u7684\u901a\u4fe1\uff08\u6700\u5927\u901a\u7528\u6027\uff09\uff0c\u4f46\u5728\u5b9e\u8df5\u4e2d\uff0c\u4ec5\u5728\u975e\u5e38\u5c11\u7684\u60c5\u51b5\u4e0b\u4f1a\u8c03\u7528 LLM\uff08\u6700\u5927\u6548\u7387\uff09\u3002\u6b64\u5916\uff0c\u56e0\u4e3a LLM \u53ef\u4ee5\u81ea\u884c\u5b9e\u73b0\u4f8b\u7a0b\uff08\u56e0\u4e3a PD \u5b8c\u5168\u63cf\u8ff0\u4e86\u534f\u8bae\u7684\u8bed\u6cd5\u548c\u8bed\u4e49\uff09\uff0c\u4eba\u7c7b\u7a0b\u5e8f\u5458\u53ea\u9700\u8981\u63d0\u4f9b\u667a\u80fd\u4f53\u53ef\u4ee5\u8bbf\u95ee\u7684\u5de5\u5177\u7684\u6982\u8ff0\uff0c\u8fd9\u610f\u5473\u7740\u4eba\u7c7b\u65b9\u9762\u6240\u9700\u7684\u5b9e\u73b0\u5de5\u4f5c\u91cf\u5f88\u5c0f\uff08\u6700\u5927\u53ef\u79fb\u690d\u6027\uff09\u3002<\/section>\n<section><\/section>\n<section>\u4e5f\u5c31\u662f\u8bf4\uff0cAgora \u901a\u8fc7\u4f7f\u7528\u4f8b\u7a0b\u6765\u5904\u7406\u5e38\u89c1\u8bf7\u6c42\uff0c\u5e76\u5728\u667a\u80fd\u4f53\u9700\u8981\u534f\u5546\u89e3\u51b3\u65b9\u6848\u6216\u53d1\u751f\u9519\u8bef\u65f6\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\uff0c\u4ece\u800c\u907f\u5f00\u4e86\u901a\u4fe1\u4e09\u96be\u56f0\u5883\u3002<\/section>\n<section><\/section>\n<section><strong>\u5c06 Agora \u7528\u4f5c\u4e00\u4e2a\u96f6\u5c42\u534f\u8bae<\/strong><\/section>\n<section><\/section>\n<section>\u56fe 2 \u8868\u660e\uff0c\u4f7f\u7528 Agora \u65e0\u9700\u5728\u4e4e\u5177\u4f53\u7684\u5b9e\u73b0\u548c\u6280\u672f<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b817ff657f2f0809e14a4ca870d862cc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b817ff657f2f0809e14a4ca870d862cc.png\"><\/a><\/section>\n<section>\u667a\u80fd\u4f53\u672c\u8eab\u7684\u5b9e\u73b0\uff08\u4f8b\u5982 LLM\uff09\u3001\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u7684\u6570\u636e\u5e93\uff08\u4f8b\u5982 VectorDB\u3001SQL\u3001MongoDB \u7b49\uff09\u3001\u7f16\u5199\u5b9e\u73b0\u7684\u8bed\u8a00\uff08Python\u3001Java \u7b49\uff09\u4ee5\u53ca\u5de5\u5177\u7684\u6027\u8d28\u90fd\u662f\u62bd\u8c61\u7684\u3002<\/section>\n<section><\/section>\n<section>\u540c\u65f6\uff0cPD \u53ef\u4ee5\u5f15\u7528\u5176\u5b83\u534f\u8bae\u6587\u6863\uff0c\u5e76\u4e14\u7531\u4e8e\u4f8b\u7a0b\u53ef\u4ee5\u8c03\u7528\u5176\u5b83\u4f8b\u7a0b\uff0c\u56e0\u6b64\u667a\u80fd\u4f53\u53ef\u4ee5\u57fa\u4e8e\u5148\u524d\u7684\u534f\u5546\u6765\u89e3\u51b3\u66f4\u590d\u6742\u7684\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u57fa\u4e8e\u5f3a\u5927\u7684\u591a\u529f\u80fd\u6027\u548c\u53ef\u79fb\u690d\u6027\uff0cAgora \u53ef\u4ee5\u975e\u5e38\u7b80\u5355\u5730\u5904\u7406\u8282\u70b9\u7684\u6dfb\u52a0\u6216\u5220\u9664\u3001\u8282\u70b9\u529f\u80fd\u7684\u66f4\u6539\u6216\u7f51\u7edc\u76ee\u6807\u7684\u66f4\u6539\u3002\u6240\u6709\u8fd9\u4e9b\u56e0\u7d20\u90fd\u6709\u52a9\u4e8e\u4f7f Agora \u6210\u4e3a\u81ea\u7136\u7684\u96f6\u5c42\u534f\u8bae\uff0c\u5373 LLM \u4e4b\u95f4\u9ad8\u9636\u901a\u4fe1\u548c\u534f\u4f5c\u7684\u57fa\u7840\u5c42\u3002<\/section>\n<section><\/section>\n<section><strong>\u5c06 Agora \u6295\u5165\u5b9e\u9645\u5e94\u7528<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u6f14\u793a Agora \u7684\u6548\u679c\uff0c\u8be5\u56e2\u961f\u5728\u4e24\u4e2a\u573a\u666f\u4e2d\u5b9e\u73b0\u4e86 Agora\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u53cc\u667a\u80fd\u4f53\u8bbe\u7f6e\uff1a\u5b83\u4eec\u7684\u76ee\u6807\u662f\u4ea4\u6362\u4e00\u4e9b\u6570\u636e\uff1b<\/section>\n<\/li>\n<li>\n<section>\u4e00\u4e2a\u5305\u542b 100 \u4e2a\u667a\u80fd\u4f53\u7684\u8bbe\u7f6e\uff0c\u7528\u4e8e\u6d4b\u8bd5 Agora \u7684\u53ef\u6269\u5c55\u6027\u548c LLM \u9a71\u52a8\u7684\u667a\u80fd\u4f53\u5728\u590d\u6742\u573a\u666f\u4e2d\u81ea\u4e3b\u534f\u8c03\u7684\u80fd\u529b\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u5b9e\u73b0\u7ec6\u8282<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u6f14\u793a\u4e2d\uff0cAgora \u7684\u8bbe\u8ba1\u9075\u5faa\u4e09\u4e2a\u5173\u952e\u539f\u5219\uff1a<strong>\u6700\u5c0f\u5316<\/strong>\u3001<strong>\u53bb\u4e2d\u5fc3\u5316<\/strong>\u3001<strong>\u5b8c\u5168\u5411\u540e\u517c\u5bb9<\/strong>\u3002\u4ece\u5b9e\u8df5\u89d2\u5ea6\u770b\uff0cAgora \u4f7f\u7528 HTTPS \u4f5c\u4e3a\u57fa\u7840\u901a\u4fe1\u5c42\uff0c\u5e76\u4f7f\u7528 JSON \u4f5c\u4e3a\u4ea4\u6362\u5143\u6570\u636e\u7684\u683c\u5f0f\u3002<\/section>\n<section><\/section>\n<section><strong>\u6f14\u793a\uff1a\u68c0\u7d22\u5929\u6c14\u6570\u636e<\/strong><\/section>\n<section><\/section>\n<section>\u8be5\u56e2\u961f\u9996\u5148\u6f14\u793a\u4e86\u5305\u542b\u4e24\u4e2a\u667a\u80fd\u4f53\u7684\u60c5\u51b5\u3002\u4ed6\u4eec\u5c06\u8fd9\u4e24\u4e2a\u667a\u80fd\u4f53\u547d\u540d\u4e3a Alice \u548c Bob\u3002\u5176\u4e2d Alice \u662f\u4e00\u4e2a Llama-3-405B \u9a71\u52a8\u7684\u667a\u80fd\u4f53\uff0c\u5b83\u7ba1\u7406\u7740\u4e00\u4e2a\u4f26\u6566\u5bfc\u6e38\u670d\u52a1\u7684\u9884\u8ba2\u7a0b\u5e8f\u3002Bob \u5219\u662f\u4e00\u4e2a GPT-4o \u667a\u80fd\u4f53\uff0c\u5176\u53ef\u63d0\u4f9b\u7ed9\u5b9a\u65e5\u671f\u548c\u5730\u70b9\u7684\u5929\u6c14\u9884\u62a5\u670d\u52a1\u3002\u5728\u7528\u6237\u4ea4\u4e92\u4e4b\u4e2d\uff0c\u5982\u679c\u7528\u6237\u9884\u8ba2\u7684\u65e5\u671f\u9884\u8ba1\u6709\u96e8\uff0c\u5219 Alice \u4f1a\u901a\u77e5\u7528\u6237\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u68c0\u67e5\u5929\u6c14\uff0cAlice \u9996\u5148\u4f1a\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5411 Bob \u53d1\u9001\u8bf7\u6c42\uff08A1 \u9636\u6bb5\uff09\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b63e981df1bf7019b2c757ff0701a317.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b63e981df1bf7019b2c757ff0701a317.png\"><\/a><\/section>\n<section>Bob \u5219\u4f1a\u4f7f\u7528\u5176 Toolformer LLM \u67e5\u8be2\u81ea\u5df1\u7684\u6570\u636e\u5e93\uff08B1 \u9636\u6bb5\uff09\u5e76\u7528\u81ea\u7136\u8bed\u8a00\u7ed9\u51fa\u7b54\u590d\uff08B2 \u9636\u6bb5\uff09\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ea386df8c4238228c4716afdf64724c6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ea386df8c4238228c4716afdf64724c6.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-01c5c7f528bfa89abf05b086be6e3846.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-01c5c7f528bfa89abf05b086be6e3846.gif\"><\/a><\/section>\n<section>\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0cA1 \u548c B2 \u9636\u6bb5\u8c03\u7528 LLM \u7684\u6210\u672c\u4f1a\u663e\u8457\u8d85\u8d8a\u5176\u5b83\u6210\u672c\uff0c\u4e8e\u662f Alice \u548c Bob \u51b3\u5b9a\u5f00\u53d1\u4e00\u4e2a\u534f\u8bae\u3002<\/section>\n<section><\/section>\n<section>Alice \u9996\u5148\u4f1a\u68c0\u67e5 Bob \u662f\u5426\u5df2\u7ecf\u652f\u6301\u5408\u9002\u7684\u534f\u8bae\uff0c\u4f46\u6ca1\u6709\u627e\u5230\u3002\u56e0\u6b64\uff0c\u5979\u51b3\u5b9a\u4e0e Bob \u534f\u5546\u534f\u8bae\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d9fba12ba9d521f813978cf43f90e3d1.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d9fba12ba9d521f813978cf43f90e3d1.gif\"><\/a><\/section>\n<section>\u7ecf\u8fc7\u51e0\u8f6e\u534f\u5546\uff0cAlice \u548c Bob \u5c31\u4ee5\u4e0b\u534f\u8bae\u8fbe\u6210\u4e00\u81f4\uff1aAlice \u53d1\u9001\u4e00\u4e2a\u5305\u542b\u4e24\u4e2a\u5b57\u6bb5\uff08\u4f4d\u7f6e\u548c\u65e5\u671f\uff09\u7684 JSON \u6587\u6863\uff0c\u7136\u540e Bob \u56de\u590d\u4e00\u4e2a\u5305\u542b\u4e09\u4e2a\u5b57\u6bb5\u7684 JSON \u6587\u6863\uff0c\u5373\u6e29\u5ea6\uff08\u4ee5\u6444\u6c0f\u5ea6\u4e3a\u5355\u4f4d\uff09\u3001\u964d\u6c34\u91cf\uff08\u4ee5\u6beb\u7c73\u4e3a\u5355\u4f4d\uff09\u548c\u5929\u6c14\u60c5\u51b5\uff08\u6674\u3001\u9634\u3001\u96e8\u6216\u96ea\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bef17bee9bc44d5bd9ca2edb457953bf.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bef17bee9bc44d5bd9ca2edb457953bf.gif\"><\/a><\/section>\n<section>\u57fa\u4e8e\u6b64\uff0cAlice \u5728\u6267\u884c\u67e5\u8be2\u65f6\u53ea\u9700\u6307\u5b9a\u8be5\u534f\u8bae\u7684\u54c8\u5e0c\u3002\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u793a\u4f8b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-13031e97e007d2e384262c021b749a01.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-13031e97e007d2e384262c021b749a01.png\"><\/a><\/section>\n<section>Alice \u548c Bob \u90fd\u53ef\u72ec\u7acb\u51b3\u5b9a\u7f16\u5199\u4e00\u4e2a\u4f8b\u7a0b\u6765\u5904\u7406\u81ea\u5df1\u8fd9\u8fb9\u7684\u901a\u4fe1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5f13b104693fc2f1132bbfc10dfe594c.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5f13b104693fc2f1132bbfc10dfe594c.gif\"><\/a><\/section>\n<section>\u4ece\u73b0\u5728\u5f00\u59cb\uff0cAlice \u548c Bob \u65e0\u9700\u4f7f\u7528 LLM \u6765\u4f20\u8f93\u6d41\u91cf\u6570\u636e\uff1a\u73b0\u5728\u6709\u4e00\u4e2a\u4f8b\u7a0b\u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u9636\u6bb5 A1\u3001B1 \u548c B2\uff0c\u4ece\u800c\u514d\u9664\u4e86\u8c03\u7528\u76f8\u5e94 LLM \u7684\u6210\u672c\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u6210\u672c\u5206\u6790<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728\u8be5\u6f14\u793a\u4e2d\uff0c\u534f\u5546\u534f\u8bae\u548c\u5b9e\u65bd\u4f8b\u7a0b\u7684 API \u8c03\u7528\u6210\u672c\u4e3a 0.043 \u7f8e\u5143\uff0c\u800c\u4e00\u6b21\u81ea\u7136\u8bed\u8a00\u4ea4\u6362\u7684\u5e73\u5747\u6210\u672c\u4e3a 0.020 \u7f8e\u5143\u3002\u8fd9\u610f\u5473\u7740\uff0c\u53ea\u8981 Alice \u548c Bob \u4f7f\u7528\u5546\u5b9a\u7684\u534f\u8bae\u8d85\u8fc7\u4e24\u6b21\uff0cAgora \u5c31\u80fd\u964d\u4f4e\u603b\u4f53\u6210\u672c\u3002<\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u8be5\u56e2\u961f\u4e5f\u6307\u51fa\uff0c\u6574\u4e2a\u901a\u4fe1\u8fc7\u7a0b\u90fd\u662f\u5728\u65e0\u4eba\u7c7b\u5e72\u9884\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c\u7684\u3002\u6b64\u5916\uff0c\u5982\u679c Bob \u53d8\u5f97\u4e0d\u53ef\u7528\uff0cAlice \u53ef\u4ee5\u7b80\u5355\u5730\u5c06 PD \u91cd\u65b0\u7528\u4e8e\u4e00\u4e2a\u65b0\u8282\u70b9\uff0c\u5373\u4fbf\u8fd9\u4e2a\u65b0\u8282\u70b9\u53ef\u80fd\u4f7f\u7528\u4e86\u4e0d\u540c\u7684 LLM \/ \u6570\u636e\u5e93 \/ \u6280\u672f\u5806\u6808\u3002<\/section>\n<section><\/section>\n<section><strong>\u6f14\u793a\uff1a100 \u4e2a\u667a\u80fd\u4f53\u6784\u6210\u7684\u7f51\u7edc<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5c55\u793a Agora \u7684\u6269\u5c55\u80fd\u529b\u548c\u6d8c\u73b0\u884c\u4e3a\uff0c\u8be5\u56e2\u961f\u7814\u7a76\u4e86\u4e00\u4e2a\u7531 100 \u4e2a LLM \u667a\u80fd\u4f53\u6784\u6210\u7684\u7f51\u7edc\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8fd9\u4e2a\u7f51\u7edc\u4e2d\uff0c\u5176\u4e2d 85 \u4e2a\u662f\u52a9\u7406\u667a\u80fd\u4f53\uff0c15 \u4e2a\u662f\u670d\u52a1\u667a\u80fd\u4f53\u3002\u5b83\u4eec\u5168\u90fd\u6709 LLM \u652f\u6301\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8ae00b106c9a50d4dcd89d7bbaa31752.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8ae00b106c9a50d4dcd89d7bbaa31752.gif\"><\/a><\/section>\n<section>\u670d\u52a1\u667a\u80fd\u4f53\u53ef\u63d0\u4f9b\u5404\u79cd\u670d\u52a1\uff0c\u4f8b\u5982\u9884\u8ba2\u9152\u5e97\u623f\u95f4\u3001\u53eb\u51fa\u79df\u8f66\u3001\u8ba2\u9910\u7b49\u3002\u56fe 4 \u5de6\u7ed9\u51fa\u4e86\u4e00\u4e2a\u7528\u4e8e\u9001\u9910\u7684\u5b50\u7f51\u7edc\u793a\u4f8b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d075bb1b4a5d4cd40f6320859bfd9d82.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d075bb1b4a5d4cd40f6320859bfd9d82.png\"><\/a><\/section>\n<section>\u5728\u5de5\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u670d\u52a1\u667a\u80fd\u4f53\u5fc5\u987b\u4e0e\u591a\u4e2a\u5de5\u5177\u548c\u6570\u636e\u5e93\u4e92\u52a8\u3002\u6b64\u5916\uff0c\u67d0\u4e9b\u670d\u52a1\u667a\u80fd\u4f53\u8fd8\u5fc5\u987b\u4e0e\u5176\u5b83\u670d\u52a1\u667a\u80fd\u4f53\u4ea4\u4e92\u624d\u80fd\u5b8c\u6210\u52a9\u7406\u7684\u8bf7\u6c42\uff08\u4f8b\u5982\uff0c\u51fa\u79df\u8f66\u670d\u52a1\u9700\u8981\u4f7f\u7528\u4ea4\u901a\u6570\u636e\u667a\u80fd\u4f53\u6765\u8c03\u6574\u884c\u7a0b\u7684\u9884\u4f30\u8f66\u8d39\uff09\u3002<\/section>\n<section><\/section>\n<section>\u4e00\u5f00\u59cb\uff0c\u8be5\u56e2\u961f\u4f7f\u7528\u4e86\u56fe 2 \u6240\u793a\u7684\u5e95\u5c42\u901a\u4fe1\u5c42\u6765\u542f\u52a8\u8be5\u7f51\u7edc\u5e76\u63d0\u4f9b\u54ea\u4e9b URL \u5bf9\u5e94\u54ea\u4e2a\u8282\u70b9\u7684\u4fe1\u606f\uff0c\u540c\u65f6\u4e5f\u4eba\u5de5\u521b\u5efa\u4e86\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u8fde\u63a5\u94fe\u63a5\uff08\u4f8b\u5982\uff0c\u51fa\u79df\u8f66\u670d\u52a1\u77e5\u9053\u7aef\u53e3 5007 \u4e0a\u7684\u662f\u4ea4\u901a\u670d\u52a1\uff0c\u4f46\u5b83\u4e0d\u77e5\u9053\u5982\u4f55\u4e0e\u4e4b\u901a\u4fe1\u4ee5\u53ca\u9700\u8981\u4ec0\u4e48\u4fe1\u606f\uff09\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5c55\u793a Agora \u7684\u53ef\u79fb\u690d\u6027\uff0c\u8be5\u56e2\u961f\u4f7f\u7528\u4e86\u4e0d\u540c\u7684\u6570\u636e\u5e93\u6280\u672f\uff08SQL \u548c MongoDB\uff09\u548c\u4e0d\u540c\u7684 LLM\uff0c\u5305\u62ec\u5f00\u6e90\u548c\u95ed\u6e90\u6a21\u578b\uff08GPT-4o\u3001Llama-3-405B \u548c Gemini 1.5 Pro\uff09\u3002<\/section>\n<section><\/section>\n<section>\u7136\u540e\uff0c\u5b83\u4eec\u751f\u6210\u4e86 1000 \u4e2a\u968f\u673a\u67e5\u8be2\uff0c\u5176\u4e2d\u65e2\u6709\u7b80\u5355\u67e5\u8be2\uff08\u4f8b\u5982\u8bf7\u6c42\u4eca\u5929\u7684\u5929\u6c14\uff09\uff0c\u4e5f\u6709\u66f4\u590d\u6742\u7684\u67e5\u8be2\uff08\u4f8b\u5982\u9884\u8ba2\u6ed1\u96ea\u80dc\u5730\u7684\u623f\u95f4\u3001\u8d2d\u4e70\u7535\u5f71\u7968\u3001\u4ece\u83dc\u5355\u4e2d\u8ba2\u8d2d\u6bcf\u79cd\u83dc\u80b4\u7b49\uff09\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u6bcf\u4e2a\u67e5\u8be2\uff0c\u52a9\u7406\u90fd\u4f1a\u6536\u5230\u4e00\u4e2a JSON \u6587\u6863\uff08\u4ee3\u8868\u4efb\u52a1\u6570\u636e\uff09\uff0c\u5e76\u8d1f\u8d23\u5b8c\u6210\u8bf7\u6c42\u5e76\u8fd4\u56de\u9075\u5faa\u7ed9\u5b9a\u6a21\u5f0f\u7684\u89e3\u6790\u54cd\u5e94\u3002<\/section>\n<section><\/section>\n<section>\u67e5\u8be2\u6309\u7167\u5e15\u7d2f\u6258\u5206\u5e03\u5728\u52a9\u7406\u4e4b\u95f4\u5206\u914d\uff0c\u4ee5\u6a21\u62df\u67d0\u4e9b\u52a9\u7406\u53d1\u9001\u7684\u8bf7\u6c42\u660e\u663e\u591a\u4e8e\u5176\u5b83\u52a9\u7406\u7684\u60c5\u51b5\u3002<\/section>\n<section><\/section>\n<section>\u6bcf\u4e2a\u8282\u70b9\u8fd8\u53ef\u4ee5\u8bfb\u53d6 PD \u5e76\u5c06\u5176\u5171\u4eab\u5230\u4e09\u4e2a\u534f\u8bae\u6570\u636e\u5e93\u4e4b\u4e00\u3002<\/section>\n<section><\/section>\n<section>\u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u4e9b\u8bbe\u8ba1\u51b3\u7b56\u4e0b\u5f97\u5230\u7684\u7f51\u7edc\u662f\u4e00\u4e2a\u975e\u5e38\u5f02\u6784\u7684\u7f51\u7edc\uff0c\u53ef\u4ee5\u6d4b\u8bd5 Agora \u7684\u6781\u9650\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5927\u578b\u7f51\u7edc\u4e2d\u6d8c\u73b0\u7684\u534f\u8bae<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8fde\u63a5\u5efa\u7acb\u5e76\u4e14\u7f51\u7edc\u53ef\u4ee5\u53d1\u9001\u548c\u63a5\u6536\u6d88\u606f\u540e\uff0c\u8be5\u56e2\u961f\u89c2\u5bdf\u5230\u4e86\u51e0\u4e2a\u503c\u5f97\u6ce8\u610f\u7684\u884c\u4e3a\u3002<\/section>\n<section><\/section>\n<section>\u968f\u7740 PD \u5728\u667a\u80fd\u4f53\u4e4b\u95f4\u9010\u6e10\u5171\u4eab\uff08\u53c2\u89c1\u56fe 5b\uff09\uff0c\u9488\u5bf9\u7ed9\u5b9a\u4efb\u52a1\u7684\u9002\u5f53\u534f\u8bae\u6d8c\u73b0\u51fa\u4e86\u53bb\u4e2d\u5fc3\u5316\u7684\u5171\u8bc6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-fb2df704ad0cc1e41ca31681cb046296.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-fb2df704ad0cc1e41ca31681cb046296.png\"><\/a><\/section>\n<section>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5728\u8ba2\u9910\u4efb\u52a1\u4e2d\uff0c\u4e00\u4e2a\u667a\u80fd\u4f53\u4f1a\u901a\u8fc7\u67e5\u8be2\u8bf7\u6c42\u53e6\u4e00\u4e2a\u667a\u80fd\u4f53\u5c06\u98df\u7269\u9001\u5230\u67d0\u4e2a\u5730\u5740\u3002\u8fd9\u4e2a\u9910\u5385\u667a\u80fd\u4f53\u4f1a\u5411\u4e00\u4e2a\u9001\u9910\u670d\u52a1\u8bf7\u6c42\u9001\u8d27\u53f8\u673a\uff0c\u63a5\u4e0b\u6765\u9001\u9910\u670d\u52a1\u53c8\u4f1a\u5411\u4ea4\u901a\u6570\u636e\u667a\u80fd\u4f53\u67e5\u8be2\u4ea4\u901a\u662f\u5426\u987a\u7545\uff0c\u770b\u80fd\u5426\u5b8c\u6210\u9001\u8d27\u3002\u9664\u4e86\u76f4\u63a5\u901a\u4fe1\u89e6\u53ca\u7684\u8303\u56f4\uff0c\u6240\u6709\u667a\u80fd\u4f53\u90fd\u4e0d\u77e5\u9053\u5f7c\u6b64\u7684\u89d2\u8272\u548c\u6240\u6d89\u53ca\u7684\u534f\u8bae\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5404\u79cd\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u4ea4\u4e92\u4ecd\u7136\u521b\u9020\u4e86\u4e00\u4e2a\u80fd\u5e94\u4ed8\u8fd9\u6240\u6709\u4e8b\u60c5\u7684\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002\u5982\u56fe 4 \u53f3\u6240\u793a\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u56e2\u961f\u89c2\u5bdf\u5230\uff0c\u5982\u679c\u6709\u9002\u5f53\u7684\u6fc0\u52b1\uff08\u5373\u6548\u7387\u6fc0\u52b1\uff09\uff0cAgora \u4e2d\u7684\u667a\u80fd\u4f53\u53ef\u4ee5\u6446\u8131\u5728\u5927\u89c4\u6a21\u901a\u4fe1\u4e2d\u5e38\u89c1\u7684\u66f4\u957f\u6d88\u606f\u7684\u4f4e\u6548\u9677\u9631\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u6210\u672c\u5206\u6790<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8be5\u56e2\u961f\u540c\u6837\u5206\u6790\u4e86\u8fd9\u4e2a\u66f4\u5927\u7f51\u7edc\u7684\u6210\u672c\uff0c\u5e76\u4e0e\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5b8c\u6210\u6240\u6709\u901a\u4fe1\u7684\u7f51\u7edc\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002<\/section>\n<section><\/section>\n<section>\u7ed3\u679c\u5982\u56fe 5a \u6240\u793a\uff0c\u4e00\u5f00\u59cb\uff0cAgora \u7684\u6210\u672c\u6548\u76ca\u4ec5\u7565\u4f18\u4e8e\u4ec5\u4f9d\u8d56\u81ea\u7136\u8bed\u8a00\u7684\u7f51\u7edc\uff1b\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u8fd9\u79cd\u5dee\u8ddd\u8d8a\u6765\u8d8a\u5927\uff0c\u8d8a\u6765\u8d8a\u591a\u7684 Agora \u9a71\u52a8\u7684\u8282\u70b9\u4f9d\u8d56\u4e8e LLM \u7f16\u5199\u7684\u4f8b\u7a0b\u3002<\/section>\n<section><\/section>\n<section>\u5728\u81ea\u7136\u8bed\u8a00\u7f51\u7edc\u4e2d\u8fd0\u884c 1000 \u6b21\u67e5\u8be2\u7684 API \u67e5\u8be2\u603b\u6210\u672c\u4e3a 36.23 \u7f8e\u5143\uff0c\u800c Agora \u7684\u6210\u672c\u4ec5\u6709 7.67 \u7f8e\u5143\uff1a\u4e5f\u5c31\u662f\u8bf4\uff0c\u4f7f\u7528 Agora \u6267\u884c\u6b64\u6f14\u793a\u6bd4\u4f7f\u7528\u5e38\u89c4\u81ea\u7136\u8bed\u8a00\u4fbf\u5b9c\u7ea6\u4e94\u500d\u3002\u800c\u5982\u679c\u67e5\u8be2\u66f4\u591a\uff0c\u6210\u672c\u5dee\u8ddd\u8fd8\u4f1a\u66f4\u5927\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-25-3\" target=\"_blank\">\u667a\u80fd\u4f53\u7adf\u80fd\u81ea\u884c\u7ec4\u5efa\u901a\u4fe1\u7f51\u7edc\uff0c\u8fd8\u80fd\u81ea\u521b\u534f\u8bae\u63d0\u5347\u901a\u4fe1\u6548\u7387<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u667a\u80fd\u4f53\u7adf\u80fd\u81ea\u884c\u7ec4\u5efa\u901a\u4fe1 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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