{"id":39303,"date":"2025-03-09T02:02:22","date_gmt":"2025-03-08T18:02:22","guid":{"rendered":"https:\/\/17aitech.com\/?p=39303"},"modified":"2025-03-09T02:02:22","modified_gmt":"2025-03-08T18:02:22","slug":"%e8%87%aa%e5%b7%b1%e8%ae%ad%e7%bb%83%e6%a8%a1%e5%9e%8b%e6%89%8d%e8%83%bd%e6%8e%8c%e6%8f%a1%e6%9c%aa%e6%9d%a5%ef%bc%9f%e4%b8%80%e8%82%a1%e8%84%91%e6%8a%bc%e6%b3%a8%e5%ba%94%e7%94%a8%e5%b1%82%e6%88%96","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39303","title":{"rendered":"\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b\u624d\u80fd\u638c\u63e1\u672a\u6765\uff1f\u4e00\u80a1\u8111\u62bc\u6ce8\u5e94\u7528\u5c42\u6216\u8bb8\u503c\u5f97\u8b66\u60d5"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-08-4\" target=\"_blank\">\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b\u624d\u80fd\u638c\u63e1\u672a\u6765\uff1f\u4e00\u80a1\u8111\u62bc\u6ce8\u5e94\u7528\u5c42\u6216\u8bb8\u503c\u5f97\u8b66\u60d5<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"6\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>\u6a21\u578b\u5373\u4ea7\u54c1\uff1f\u00a0<\/p>\n<\/section>\n<\/blockquote>\n<p>\u300c\u6240\u6709\u6295\u8d44\u8005\u90fd\u5728\u62bc\u6ce8\u5e94\u7528\u5c42\u2026\u2026 \u5bf9\u8bad\u7ec3\u80fd\u529b\u5b58\u5728\u5f3a\u70c8\u7684\u8d1f\u9762\u504f\u89c1\u2026\u2026 \u6211\u62c5\u5fc3\u8fd9\u662f\u4e00\u573a\u5192\u9669\u8d4c\u6ce8\u548c\u5e02\u573a\u8bef\u5224\u3002\u300d\u8fd9\u662f\u4e00\u7bc7\u6807\u9898\u4e3a\u300cThe Model is the Product\uff08\u6a21\u578b\u5373\u4ea7\u54c1\uff09\u300d\u7684\u6587\u7ae0\u7684\u4e3b\u8981\u89c2\u70b9\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dd784af64b8ea6374d3edf8fdb824179.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dd784af64b8ea6374d3edf8fdb824179.png\"><\/a><\/p>\n<p>\u6587\u7ae0\u6307\u51fa\uff0c\u5f53\u524d\u5f88\u591a\u4f01\u4e1a\u90fd\u4ee5\u96c6\u6210\u5546\u7684\u5f62\u5f0f\u5728\u63d0\u4f9b AI \u670d\u52a1\uff0c\u4e5f\u5c31\u662f\u8c03\u7528 OpenAI\u3001Anthropic \u7b49\u5927\u516c\u53f8\u6a21\u578b\u7684 API\u3002\u672a\u6765\uff0c\u8fd9\u5c06\u662f\u4e00\u79cd\u975e\u5e38\u5371\u9669\u7684\u505a\u6cd5\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u5927\u516c\u53f8\u638c\u63e1\u4e86\u6a21\u578b\u66f4\u65b0\u7684\u4e3b\u52a8\u6743\uff0c\u672a\u6765\u4ed6\u4eec\u4e5f\u5c06\u8fdb\u5165\u5e94\u7528\u5c42\uff0c\u5e76\u6709\u53ef\u80fd\u5728\u672a\u6765 2-3 \u5e74\u5185\u505c\u6b62\u9500\u552e API\u3002\u5982\u679c\u6309\u7167\u8fd9\u79cd\u8d8b\u52bf\u53d1\u5c55\uff0c\u8fd9\u4e9b\u516c\u53f8\u5c06\u62ff\u8d70\u5927\u90e8\u5206\u5229\u6da6\uff0c\u800c\u73b0\u5728\u7684\u96c6\u6210\u5546\u5b9e\u9645\u4e0a\u5728\u4e3a\u4ed6\u4eec\u505a\u514d\u8d39\u7684\u5e02\u573a\u8c03\u7814\uff0c\u751a\u81f3\u662f\u514d\u8d39\u7684\u6570\u636e\u8bbe\u8ba1\u548c\u751f\u6210\u670d\u52a1\u3002<\/p>\n<p>\u4ed6\u8fd8\u4e3e\u4e86\u4e00\u4e9b\u4f8b\u5b50\u6765\u8bc1\u660e\u81ea\u5df1\u7684\u89c2\u70b9\uff0c\u6bd4\u5982 OpenAI \u7684 DeepResearch \u548c Claude Sonnet 3.7\u3002DeepSearch \u4e0d\u901a\u8fc7 API \u63d0\u4f9b\uff0c\u53ea\u7528\u4e8e\u4e3a\u9ad8\u7ea7\u8ba2\u9605\u521b\u9020\u4ef7\u503c\u3002Claude 3.7 \u5728 Claude Code \u4e2d\u80fd\u5b8c\u7f8e\u8fd0\u884c\uff0c\u4f46 Cursor \u5374\u5728\u96c6\u6210\u5b83\u65f6\u9047\u5230\u56f0\u96be\uff0c\u5df2\u7ecf\u6709\u4e00\u4e9b\u9ad8\u7aef\u7528\u6237\u56e0\u6b64\u53d6\u6d88\u4e86\u4ed6\u4eec\u7684 Cursor \u8ba2\u9605\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u96c6\u6210\u5546\u4eec\u73b0\u5728\u9762\u4e34\u4e00\u4e2a\u8270\u96be\u9009\u62e9\uff1a\u5230\u5e95\u662f\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b\uff0c\u8fd8\u662f\u7528\u522b\u4eba\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u3002\u4f5c\u8005\u663e\u7136\u66f4\u503e\u5411\u4e8e\u524d\u8005\u3002\u4f46\u73b0\u5728\u7684\u6295\u8d44\u73b0\u72b6\u662f\uff1a\u9009\u62e9\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b\u6ca1\u6709\u90a3\u4e48\u5bb9\u6613\u878d\u8d44\u3002<\/p>\n<p>\u6587\u7ae0\u4f5c\u8005 Alexander Doria \u662f AI \u79d1\u6280\u516c\u53f8 Pleias \u7684\u8054\u5408\u521b\u59cb\u4eba\uff0c\u540c\u65f6\u4e5f\u662f\u4e00\u4f4d\u4e13\u6ce8\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7814\u7a76\u7684\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u535a\u5ba2\u539f\u6587\uff1a\u00a0<\/p>\n<p><strong>\u6a21\u578b\u5373\u4ea7\u54c1<\/strong><\/p>\n<p>\u8fc7\u53bb\u51e0\u5e74\u91cc\uff0c\u5173\u4e8e AI \u53d1\u5c55\u4e0b\u4e00\u4e2a\u5468\u671f\u4f1a\u662f\u4ec0\u4e48\uff0c\u4eba\u4eec\u6709\u5f88\u591a\u731c\u6d4b\uff1aAgent\uff08\u667a\u80fd\u4f53\uff09\uff1fReasoner\uff08\u63a8\u7406\u5668\uff09\uff1f\u771f\u6b63\u7684\u591a\u6a21\u6001\uff1f<\/p>\n<p>\u6211\u8ba4\u4e3a\u662f\u65f6\u5019\u4e0b\u5b9a\u8bba\u4e86\uff1a\u6a21\u578b\u5373\u4ea7\u54c1\u3002\u5f53\u524d\u7814\u7a76\u548c\u5e02\u573a\u53d1\u5c55\u7684\u6240\u6709\u56e0\u7d20\u90fd\u6307\u5411\u8fd9\u4e2a\u65b9\u5411\u3002<\/p>\n<ul>\n<li>\n<section>\u901a\u7528\u6a21\u578b\u7684 scaling \u6b63\u5728\u505c\u6ede\u3002\u8fd9\u6b63\u662f GPT-4.5 \u53d1\u5e03\u80cc\u540e\u4f20\u8fbe\u7684\u4fe1\u606f\uff1a\u80fd\u529b\u5728\u7ebf\u6027\u589e\u957f\uff0c\u800c\u8ba1\u7b97\u6210\u672c\u5374\u5448\u51e0\u4f55\u66f2\u7ebf\u589e\u957f\u3002\u5373\u4f7f\u8fc7\u53bb\u4e24\u5e74\u8bad\u7ec3\u548c\u57fa\u7840\u8bbe\u65bd\u6548\u7387\u7684\u63d0\u5347\u4e0d\u5c0f\uff0cOpenAI \u4e5f\u65e0\u6cd5\u90e8\u7f72\u8fd9\u4e2a\u5de8\u578b\u6a21\u578b \u2014\u2014 \u81f3\u5c11\u5b9a\u4ef7\u8fdc\u8fdc\u4e0d\u662f\u7528\u6237\u80fd\u627f\u53d7\u7684\u3002<\/section>\n<\/li>\n<li>\n<section>\u67d0\u4e9b\u5df2\u6709\u65b9\u6cd5\u7684\u8bad\u7ec3\u6548\u679c\u8fdc\u8d85\u9884\u671f\u3002\u5f3a\u5316\u5b66\u4e60\u548c\u63a8\u7406\u7684\u7ed3\u5408\u610f\u5473\u7740\u6a21\u578b\u7a81\u7136\u5f00\u59cb\u5b66\u4e60\u4efb\u52a1\u3002\u8fd9\u4e0d\u662f\u673a\u5668\u5b66\u4e60\uff0c\u4e5f\u4e0d\u662f\u57fa\u7840\u6a21\u578b\uff0c\u800c\u662f\u4e00\u79cd\u79d8\u5bc6\u7684\u7b2c\u4e09\u79cd\u4e1c\u897f\u3002\u751a\u81f3\u662f\u5c0f\u6a21\u578b\u7684\u6570\u5b66\u80fd\u529b\u4e5f\u7a81\u7136\u53d8\u5f97\u597d\u5f97\u5413\u4eba\u3002\u8fd9\u8ba9\u7f16\u7a0b\u6a21\u578b\u4e0d\u518d\u4ec5\u4ec5\u751f\u6210\u4ee3\u7801\uff0c\u800c\u662f\u81ea\u5df1\u7ba1\u7406\u6574\u4e2a\u4ee3\u7801\u5e93\u3002\u8fd9\u80fd\u8ba9 Claude \u5728\u4e0a\u4e0b\u6587\u4fe1\u606f\u5f88\u5c11\u4e14\u6ca1\u6709\u4e13\u95e8\u8bad\u7ec3\u7684\u60c5\u51b5\u4e0b\u73a9\u300a\u5b9d\u53ef\u68a6\u300b\u6e38\u620f\u3002<\/section>\n<\/li>\n<li>\n<section>\u63a8\u7406\u6210\u672c\u6025\u5267\u4e0b\u964d\u3002DeepSeek \u6700\u8fd1\u7684\u4f18\u5316\u610f\u5473\u7740\u6240\u6709\u53ef\u7528\u7684 GPU \u52a0\u8d77\u6765\u53ef\u4ee5\u652f\u6491\u5168\u7403\u7528\u6237\u6bcf\u5929\u8ba9\u524d\u6cbf\u6a21\u578b\u8f93\u51fa 10k token\u3002\u6211\u4eec\u73b0\u5728\u8fd8\u8fdc\u6ca1\u6709\u8fd9\u4e48\u5927\u7684\u9700\u6c42\u3002\u5bf9\u6a21\u578b\u63d0\u4f9b\u5546\u6765\u8bf4\uff0c\u5356 token \u8d5a\u94b1\u7684\u601d\u8def\u4e0d\u518d\u6709\u6548\u4e86\uff1a\u4ed6\u4eec\u5fc5\u987b\u5411\u4ef7\u503c\u94fe\u7684\u66f4\u9ad8\u5904\u79fb\u52a8\u3002<\/section>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e5f\u662f\u4e00\u4e2a\u4ee4\u4eba\u4e0d\u5b89\u7684\u65b9\u5411\u3002<strong>\u6240\u6709\u6295\u8d44\u8005\u90fd\u5728\u62bc\u6ce8\u5e94\u7528\u5c42\u3002\u5728 AI \u8fdb\u5316\u7684\u4e0b\u4e00\u9636\u6bb5\uff0c\u5e94\u7528\u5c42\u53ef\u80fd\u662f\u6700\u5148\u88ab\u81ea\u52a8\u5316\u548c\u98a0\u8986\u7684<\/strong>\u3002\u00a0<\/p>\n<p><strong>\u672a\u6765\u6a21\u578b\u7684\u5f62\u6001<\/strong><\/p>\n<p>\u8fc7\u53bb\u51e0\u5468\uff0c\u6211\u4eec\u770b\u5230\u4e86<strong>\u4e24\u4e2a\u300c\u6a21\u578b\u5373\u4ea7\u54c1\u300d\u7684\u91cd\u8981\u65b0\u6848\u4f8b\uff1aOpenAI \u7684 DeepResearch \u548c Claude Sonnet 3.7\u3002<\/strong><\/p>\n<p>\u6211\u8bfb\u5230\u4e86\u5f88\u591a\u5173\u4e8e DeepResearch \u7684\u8bef\u89e3\uff0c\u800c\u8fd9\u4e9b\u8bef\u89e3\u5e76\u6ca1\u6709\u56e0\u4e3a\u5f00\u6e90\u548c\u95ed\u6e90\u7248\u672c\u7684\u514b\u9686\u589e\u591a\u800c\u5f97\u5230\u6f84\u6e05\u3002OpenAI \u5e76\u6ca1\u6709\u5728 O3 \u4e4b\u4e0a\u6784\u5efa\u4e00\u4e2a\u5305\u88c5\u5668\u3002\u4ed6\u4eec\u8bad\u7ec3\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u6a21\u578b\uff0c\u80fd\u591f\u5728\u5185\u90e8\u6267\u884c\u641c\u7d22\uff0c\u65e0\u9700\u4efb\u4f55\u5916\u90e8\u8c03\u7528\u3001\u63d0\u793a\u6216\u7f16\u6392\uff1a<\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"75\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>\u8be5\u6a21\u578b\u5b66\u4e60\u4e86\u6838\u5fc3\u6d4f\u89c8\u80fd\u529b\uff08\u641c\u7d22\u3001\u70b9\u51fb\u3001\u6eda\u52a8\u3001\u89e3\u91ca\u6587\u4ef6\uff09\uff08&#8230;\uff09\u4ee5\u53ca\u5982\u4f55\u901a\u8fc7\u8fd9\u4e9b\u6d4f\u89c8\u4efb\u52a1\u7684\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u6765\u63a8\u7406\u7efc\u5408\u5927\u91cf\u7f51\u7ad9\uff0c\u627e\u5230\u7279\u5b9a\u4fe1\u606f\u6216\u64b0\u5199\u5168\u9762\u62a5\u544a\u3002<\/p>\n<\/section>\n<\/blockquote>\n<p>DeepResearch \u4e0d\u662f\u6807\u51c6\u7684 LLM\uff0c\u4e5f\u4e0d\u662f\u6807\u51c6\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u5b83\u662f\u4e00\u79cd\u65b0\u5f62\u5f0f\u7684\u7814\u7a76\u8bed\u8a00\u6a21\u578b\uff0c\u4e13\u4e3a\u7aef\u5230\u7aef\u6267\u884c\u641c\u7d22\u4efb\u52a1\u800c\u8bbe\u8ba1\u3002\u5bf9\u8ba4\u771f\u4f7f\u7528\u5b83\u7684\u4eba\u6765\u8bf4\uff0c\u533a\u522b\u7acb\u5373\u53d8\u5f97\u660e\u663e\uff1a\u6a21\u578b\u751f\u6210\u5177\u6709\u4e00\u81f4\u7ed3\u6784\u548c\u5e95\u5c42\u6e90\u5206\u6790\u8fc7\u7a0b\u7684\u957f\u7bc7\u62a5\u544a\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u6b63\u5982 Hanchung Lee \u5f3a\u8c03\u7684\uff0c\u6240\u6709\u5176\u4ed6 DeepSearch\u2014\u2014 \u5305\u62ec Perplexity \u548c Google \u7684\u53d8\u4f53\u53ea\u662f\u4f60\u901a\u5e38\u7684\u6a21\u578b\u52a0\u4e0a\u4e00\u4e9b\u8c03\u6574\uff1a\u00a0<\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"116\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>Google \u7684 Gemini \u548c Perplexity \u7684\u804a\u5929\u52a9\u624b\u4e5f\u63d0\u4f9b\u300cDeep Research\u300d\u529f\u80fd\uff0c\u4f46\u4e24\u8005\u90fd\u6ca1\u6709\u53d1\u8868\u4efb\u4f55\u5173\u4e8e\u4ed6\u4eec\u5982\u4f55\u4f18\u5316\u6a21\u578b\u6216\u7cfb\u7edf\u6765\u5b8c\u6210\u4efb\u52a1\u7684\u6587\u732e\uff0c\u4e5f\u6ca1\u6709\u4efb\u4f55\u5b9e\u8d28\u6027\u7684\u5b9a\u91cf\u8bc4\u4f30\uff08&#8230;\uff09\u6211\u4eec\u5c06\u5047\u8bbe\u6240\u505a\u7684\u5fae\u8c03\u5de5\u4f5c\u5e76\u4e0d\u91cd\u8981\u3002\u00a0<\/p>\n<\/section>\n<\/blockquote>\n<p>Anthropic \u4e00\u76f4\u5728\u66f4\u6e05\u6670\u5730\u9610\u8ff0\u4ed6\u4eec\u5f53\u524d\u7684\u613f\u666f\u3002\u5728 12 \u6708\uff0c\u4ed6\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u6709\u4e89\u8bae\u4f46\u5728\u6211\u770b\u6765\u662f\u6b63\u786e\u7684\u667a\u80fd\u4f53\u6a21\u578b\u5b9a\u4e49\u3002\u7c7b\u4f3c\u4e8e DeepSearch\uff0c\u667a\u80fd\u4f53\u5fc5\u987b\u5728\u5185\u90e8\u6267\u884c\u76ee\u6807\u4efb\u52a1\uff1a\u5b83\u4eec\u300c\u52a8\u6001\u6307\u5bfc\u81ea\u5df1\u7684\u5904\u7406\u8fc7\u7a0b\u548c\u5de5\u5177\u4f7f\u7528\uff0c\u4fdd\u6301\u5bf9\u5982\u4f55\u5b8c\u6210\u4efb\u52a1\u7684\u63a7\u5236\u300d\u3002\u00a0<\/p>\n<p>\u5927\u591a\u6570\u667a\u80fd\u4f53\u521d\u521b\u516c\u53f8\u76ee\u524d\u6b63\u5728\u6784\u5efa\u7684\u4e0d\u662f\u667a\u80fd\u4f53\uff0c\u800c\u662f\u5de5\u4f5c\u6d41\uff0c\u5373\u300c\u901a\u8fc7\u9884\u5b9a\u4e49\u7684\u4ee3\u7801\u8def\u5f84\u7f16\u6392 LLM \u548c\u5de5\u5177\u7684\u7cfb\u7edf\u300d\u3002\u5de5\u4f5c\u6d41\u4ecd\u53ef\u80fd\u5e26\u6765\u4e00\u4e9b\u4ef7\u503c\uff0c\u5c24\u5176\u662f\u5728\u5782\u76f4\u9886\u57df\u7684\u9002\u5e94\u6027\u65b9\u9762\u3002\u7136\u800c\uff0c<strong>\u5bf9\u4e8e\u90a3\u4e9b\u5728\u5927\u578b\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u7684\u4eba\u6765\u8bf4\uff0c\u4e00\u4e2a\u663e\u800c\u6613\u89c1\u7684\u4e8b\u5b9e\u662f\uff0c\u6240\u6709\u5173\u4e8e\u81ea\u4e3b\u7cfb\u7edf\u7684\u91cd\u5927\u8fdb\u5c55\u90fd\u5c06\u9996\u5148\u901a\u8fc7\u91cd\u65b0\u8bbe\u8ba1\u6a21\u578b\u672c\u8eab\u6765\u5b9e\u73b0<\/strong>\u3002<\/p>\n<p>\u6211\u4eec\u5728 Claude 3.7 \u53d1\u5e03\u65f6\u770b\u5230\u4e86\u8fd9\u65b9\u9762\u7684\u4e00\u4e2a\u975e\u5e38\u5177\u4f53\u7684\u6f14\u793a\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e3b\u8981\u4e3a\u590d\u6742\u4ee3\u7801\u7528\u4f8b\u800c\u8bad\u7ec3\u7684\u6a21\u578b\u3002\u6240\u6709\u50cf Devin \u8fd9\u6837\u7684\u5de5\u4f5c\u6d41\u9002\u5e94\u5728 SWE \u57fa\u51c6\u6d4b\u8bd5\u4e0a\u90fd\u6709\u4e86\u91cd\u5927\u63d0\u5347\u3002<\/p>\n<p>\u518d\u4e3e\u4e00\u4e2a\u89c4\u6a21\u5c0f\u5f97\u591a\u7684\u4f8b\u5b50\uff1a\u5728 Pleias\uff0c\u6211\u4eec\u76ee\u524d\u6b63\u5728\u7814\u7a76\u5982\u4f55\u81ea\u52a8\u5316 RAG\u3002\u73b0\u6709\u7684 RAG \u7cfb\u7edf\u662f\u7531\u8bb8\u591a\u76f8\u4e92\u5173\u8054\u4f46\u53c8\u8106\u5f31\u7684\u5de5\u4f5c\u6d41\u7ec4\u6210\u7684\uff0c\u6bd4\u5982\u8def\u7531\u3001\u5206\u5757\u3001\u91cd\u6392\u5e8f\u3001\u67e5\u8be2\u89e3\u6790\u3001\u67e5\u8be2\u6269\u5c55\u3001\u6765\u6e90\u4e0a\u4e0b\u6587\u5316\u3001\u641c\u7d22\u5de5\u7a0b\u5316\u7b49\u3002\u968f\u7740\u8bad\u7ec3\u6280\u672f\u6808\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u6211\u4eec\u771f\u7684\u6709\u53ef\u80fd\u5c06\u6240\u6709\u8fd9\u4e9b\u6d41\u7a0b\u6574\u5408\u5230\u4e24\u4e2a\u76f8\u4e92\u5173\u8054\u4f46\u53c8\u72ec\u7acb\u7684\u6a21\u578b\u4e2d\uff0c\u4e00\u4e2a\u7528\u4e8e\u6570\u636e\u51c6\u5907\uff0c\u53e6\u4e00\u4e2a\u7528\u4e8e\u641c\u7d22 \/ \u68c0\u7d22 \/ \u62a5\u544a\u751f\u6210\u3002\u8fd9\u9700\u8981\u4e00\u4e2a\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u5408\u6210\u6570\u636e\u7ba1\u9053\uff0c\u4ee5\u53ca\u4e3a\u5f3a\u5316\u5b66\u4e60\u8bbe\u8ba1\u7684\u5168\u65b0\u5956\u52b1\u51fd\u6570\u3002\u8fd9\u624d\u662f\u771f\u6b63\u7684\u8bad\u7ec3\uff0c\u771f\u6b63\u7684\u7814\u7a76\u3002<\/p>\n<p>\u8fd9\u4e00\u5207\u5728\u5b9e\u8df5\u4e2d\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u8f6c\u79fb\u590d\u6742\u6027\u3002\u8bad\u7ec3\u8fc7\u7a0b\u4f1a\u9884\u5148\u8003\u8651\u5e7f\u6cdb\u7684\u884c\u52a8\u548c\u8fb9\u7f18\u60c5\u51b5\uff0c\u4ece\u800c\u4f7f\u90e8\u7f72\u53d8\u5f97\u66f4\u52a0\u7b80\u5355\u3002\u4f46\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c<strong>\u5927\u90e8\u5206\u4ef7\u503c\u662f\u5728\u8bad\u7ec3\u9636\u6bb5\u521b\u9020\u7684\uff0c\u5e76\u4e14\u6700\u7ec8\u5f88\u53ef\u80fd\u4f1a\u88ab\u6a21\u578b\u8bad\u7ec3\u8005\u6240\u6355\u83b7<\/strong>\u3002\u7b80\u800c\u8a00\u4e4b\uff0cClaude \u7684\u76ee\u6807\u662f\u7834\u574f\u548c\u53d6\u4ee3\u5f53\u524d\u7684\u5de5\u4f5c\u6d41\uff0c\u6bd4\u5982 llama index \u4e2d\u7684\u8fd9\u4e2a\u57fa\u672c\u300c\u667a\u80fd\u4f53\u300d\u7cfb\u7edf\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d9de59950bbc2e65e2f7119d18bfcc6c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d9de59950bbc2e65e2f7119d18bfcc6c.png\"><\/a><\/p>\n<p>\u53d6\u800c\u4ee3\u4e4b\u7684\u662f\uff1a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0774145b165d2912747857b030b23a5a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0774145b165d2912747857b030b23a5a.png\"><\/a><\/p>\n<p><strong>\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b\uff0c\u8fd8\u662f\u7528\u522b\u4eba\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff1f \u00a0<\/strong><\/p>\n<p>\u91cd\u7533\u4e00\u4e0b\uff1a\u5927\u578b\u5b9e\u9a8c\u5ba4\u4e0d\u662f\u5e26\u7740\u9690\u85cf\u8bae\u7a0b\u524d\u8fdb\u7684\u3002\u867d\u7136\u4ed6\u4eec\u6709\u65f6\u53ef\u80fd\u4e0d\u900f\u660e\uff0c\u4f46\u4ed6\u4eec\u516c\u5f00\u5730\u5c55\u793a\u4e86\u4e00\u5207\uff1a<strong>\u4ed6\u4eec\u5c06\u6346\u7ed1\uff0c\u4ed6\u4eec\u5c06\u8fdb\u5165\u5e94\u7528\u5c42\uff0c\u4ed6\u4eec\u5c06\u5c1d\u8bd5\u5728\u90a3\u91cc\u6355\u83b7\u5927\u90e8\u5206\u4ef7\u503c<\/strong>\u3002\u5546\u4e1a\u540e\u679c\u76f8\u5f53\u660e\u786e\u3002Databricks \u7684 Gen AI \u526f\u603b\u88c1 Naveen Rao \u5f88\u597d\u5730\u8868\u8fbe\u4e86\u8fd9\u4e00\u70b9\uff1a<\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"110\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>\u6240\u6709\u95ed\u6e90 AI \u6a21\u578b\u7684\u63d0\u4f9b\u5546\u5728\u672a\u6765 2-3 \u5e74\u5185\u5c06\u505c\u6b62\u9500\u552e API\u3002\u53ea\u6709\u5f00\u6e90\u6a21\u578b\u5c06\u901a\u8fc7 API \u63d0\u4f9b\uff08&#8230;\uff09\u95ed\u6e90\u6a21\u578b\u63d0\u4f9b\u5546\u6b63\u8bd5\u56fe\u6784\u5efa\u975e\u5546\u54c1\u80fd\u529b\uff0c\u4ed6\u4eec\u9700\u8981\u51fa\u8272\u7684 UI \u6765\u63d0\u4f9b\u8fd9\u4e9b\u80fd\u529b\u3002\u5b83\u4e0d\u518d\u53ea\u662f\u4e00\u4e2a\u6a21\u578b\uff0c\u800c\u662f\u4e00\u4e2a\u5177\u6709\u7279\u5b9a\u76ee\u7684 UI \u7684 APP\u3002<\/p>\n<\/section>\n<\/blockquote>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f9696464b2f0f83acdd64f4330a0dfc5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f9696464b2f0f83acdd64f4330a0dfc5.png\"><\/a><\/p>\n<p>\u6240\u4ee5\uff0c\u73b0\u5728\u53d1\u751f\u7684\u4e00\u5207\u53ea\u662f\u5927\u91cf\u7684\u5426\u8ba4\u800c\u5df2\u3002\u6a21\u578b\u63d0\u4f9b\u5546\u548c\u96c6\u6210\u5546\uff08\u57fa\u4e8e\u5927\u6a21\u578b API \u6784\u5efa\u5e94\u7528\u7684\u516c\u53f8\uff09\u4e4b\u95f4\u7684\u871c\u6708\u671f\u5df2\u7ecf\u7ed3\u675f\u3002\u4e8b\u60c5\u53ef\u80fd\u4f1a\u671d\u4e24\u4e2a\u65b9\u5411\u53d1\u5c55\uff1a<\/p>\n<ul>\n<li>\n<section>Claude Code \u548c DeepSearch \u662f\u8fd9\u4e2a\u65b9\u5411\u7684\u65e9\u671f\u6280\u672f\u548c\u4ea7\u54c1\u5b9e\u9a8c\u3002\u4f60\u4f1a\u6ce8\u610f\u5230 <strong>DeepSearch \u4e0d\u901a\u8fc7 API \u63d0\u4f9b\uff0c\u53ea\u7528\u4e8e\u4e3a\u9ad8\u7ea7\u8ba2\u9605\u521b\u9020\u4ef7\u503c<\/strong>\u3002Claude Code \u662f\u4e00\u4e2a\u6781\u7b80\u7684\u7ec8\u7aef\u96c6\u6210\u3002\u5947\u602a\u7684\u662f\uff0c<strong>\u867d\u7136 Claude 3.7 \u5728 Claude Code \u4e2d\u8fd0\u884c\u5b8c\u7f8e\uff0c\u4f46 Cursor \u5374\u5728\u96c6\u6210\u5b83\u65f6\u9047\u5230\u56f0\u96be<\/strong><strong>\uff0c\u6211\u5df2\u7ecf\u770b\u5230\u4e00\u4e9b\u9ad8\u7aef\u7528\u6237\u56e0\u6b64\u53d6\u6d88\u4e86\u4ed6\u4eec\u7684\u8ba2\u9605<\/strong>\u3002\u771f\u6b63\u7684 LLM \u667a\u80fd\u4f53\u4e0d\u5173\u5fc3\u9884\u5148\u5b58\u5728\u7684\u5de5\u4f5c\u6d41\uff1a\u5b83\u4eec\u76f4\u63a5\u66ff\u4ee3\u5b83\u3002<\/section>\n<\/li>\n<li>\n<section>\u6700\u9ad8\u8c03\u7684\u96c6\u6210\u5546\u73b0\u5728\u6b63\u5728\u4e89\u76f8\u6210\u4e3a\u6df7\u5408 AI \u8bad\u7ec3\u516c\u53f8\u3002\u5b83\u4eec\u786e\u5b9e\u6709\u4e00\u4e9b\u8bad\u7ec3\u80fd\u529b\uff0c\u5c3d\u7ba1\u5f88\u5c11\u5ba3\u4f20\u3002Cursor \u7684\u4e3b\u8981\u8d44\u4ea7\u4e4b\u4e00\u662f\u4ed6\u4eec\u7684\u5c0f\u578b\u81ea\u52a8\u8865\u5168\u6a21\u578b\u3002WindSurf \u6709\u4ed6\u4eec\u5185\u90e8\u5ec9\u4ef7\u7684\u4ee3\u7801\u6a21\u578b Codium\u3002Perplexity \u4e00\u76f4\u4f9d\u8d56\u81ea\u5bb6\u7684\u5206\u7c7b\u5668\u8fdb\u884c\u8def\u7531\uff0c\u6700\u8fd1\u8f6c\u5411\u4e3a\u641c\u7d22\u76ee\u7684\u8bad\u7ec3\u81ea\u5df1\u7684 DeepSeek \u53d8\u4f53\u3002<\/section>\n<\/li>\n<li>\n<section>\u5bf9\u4e8e\u8f83\u5c0f\u7684\u96c6\u6210\u5546\uff0c\u60c5\u51b5\u53ef\u80fd\u6ca1\u6709\u592a\u5927\u53d8\u5316\uff0c\u9664\u975e\u5927\u578b\u5b9e\u9a8c\u5ba4\u5b8c\u5168\u653e\u5f03\u8fd9\u4e00\u5e02\u573a\uff0c\u5426\u5219\u5b83\u4eec\u53ef\u80fd\u4f1a\u66f4\u591a\u5730\u4f9d\u8d56\u4e8e\u4e2d\u7acb\u7684\u63a8\u7406\u670d\u52a1\u63d0\u4f9b\u5546\u3002\u6211\u4e5f\u9884\u8ba1\u4f1a\u770b\u5230\u5bf9\u7528\u6237\u754c\u9762\uff08UI\uff09\u7684\u66f4\u591a\u5173\u6ce8\uff0c\u56e0\u4e3a UI \u4ecd\u7136\u88ab\u4e25\u91cd\u4f4e\u4f30\u3002\u968f\u7740\u66f4\u901a\u7528\u7684\u6a21\u578b\u53ef\u80fd\u4f1a\u6574\u5408\u5e38\u89c1\u7684\u90e8\u7f72\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u5728 RAG \u9886\u57df\uff0c\u8fd9\u79cd\u60c5\u51b5\u53ef\u80fd\u4f1a\u66f4\u52a0\u660e\u663e\u3002<\/section>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0313201da8f9655ced649b1dcbed64ae.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0313201da8f9655ced649b1dcbed64ae.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 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5bf9\u4e8e\u5927\u578b AI \u5b9e\u9a8c\u5ba4\u5c06\u505c\u6b62\u9500\u552e API 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