{"id":59621,"date":"2026-01-14T08:33:11","date_gmt":"2026-01-14T00:33:11","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/59621.html"},"modified":"2026-01-14T08:33:11","modified_gmt":"2026-01-14T00:33:11","slug":"grok-4-1-%e4%bb%8e%e7%89%b9%e6%80%a7%e5%88%b0%e8%90%bd%e5%9c%b0%ef%bc%9a%e5%9b%bd%e5%86%85python%e9%9b%86%e6%88%90%e5%85%a8%e6%8c%87%e5%8d%97%ef%bc%88%e5%8f%8c%e7%89%88%e6%9c%ac%e5%b0%81%e8%a3%85","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/59621.html","title":{"rendered":"Grok-4.1 \u4ece\u7279\u6027\u5230\u843d\u5730\uff1a\u56fd\u5185Python\u96c6\u6210\u5168\u6307\u5357\uff08\u53cc\u7248\u672c\u5c01\u88c5+\u5de5\u5177\u9002\u914d\uff09"},"content":{"rendered":"<h4>\u524d\u8a00<\/h4>\n<p>xAI\u63a8\u51fa\u7684Grok-4.1\u6a21\u578b&#xff0c;\u4ee5\u53cc\u7248\u672c\u7b97\u529b\u52a8\u6001\u8c03\u5ea6\u4e0e\u60c5\u611f\u667a\u80fd\u4f18\u5316\u4e3a\u6838\u5fc3\u4eae\u70b9&#xff0c;\u5728\u65d7\u8230AI\u8d5b\u9053\u4e2d\u5f62\u6210\u72ec\u7279\u7ade\u4e89\u529b\u3002\u76f8\u8f83\u4e8e\u4f20\u7edf\u6a21\u578b&#xff0c;\u5176\u514d\u8d39\u5f00\u653e\u7684\u57fa\u7840\u80fd\u529b\u3001\u539f\u751fX\u5e73\u53f0\u5b9e\u65f6\u8054\u52a8\u7279\u6027&#xff0c;\u66f4\u5951\u5408\u5f00\u53d1\u8005\u8f7b\u91cf\u5316\u9a8c\u8bc1\u3001\u5feb\u901f\u843d\u5730\u7684\u9700\u6c42\u3002\u672c\u6587\u4ece\u6280\u672f\u7279\u6027\u62c6\u89e3\u3001\u56fd\u5185Python\u96c6\u6210\u5b9e\u6218\u3001\u5f00\u6e90\u5de5\u5177\u65e0\u4ee3\u7801\u914d\u7f6e\u4e09\u5927\u7ef4\u5ea6&#xff0c;\u914d\u5957\u53ef\u590d\u7528\u5c01\u88c5\u4ee3\u7801\u4e0e\u907f\u5751\u6307\u5357&#xff0c;\u52a9\u529b\u5f00\u53d1\u8005\u9ad8\u6548\u63a5\u5165\u5e76\u843d\u5730Grok-4.1\u3002<\/p>\n<h4>\u4e00\u3001Grok-4.1 \u6838\u5fc3\u6280\u672f\u7279\u6027&#xff08;\u5f00\u53d1\u8005\u89c6\u89d2&#xff09;<\/h4>\n<h5>1.1 \u53cc\u7248\u672c\u67b6\u6784\u8bbe\u8ba1&#xff1a;\u6309\u9700\u5339\u914d\u4e1a\u52a1\u573a\u666f<\/h5>\n<p>Grok-4.1 \u521b\u65b0\u91c7\u7528\u201c\u8f7b\u91cf\u4ea4\u4e92&#043;\u91cd\u5ea6\u63a8\u7406\u201d\u53cc\u7248\u672c\u5e76\u884c\u67b6\u6784&#xff0c;\u901a\u8fc7\u5dee\u5f02\u5316\u7b97\u529b\u5206\u914d&#xff0c;\u89e3\u51b3\u4f20\u7edfAI\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u201c\u54cd\u5e94\u6162\u201d\u6216\u201c\u7b97\u529b\u6d6a\u8d39\u201d\u7684\u75db\u70b9&#xff0c;\u8986\u76d6\u5168\u5f00\u53d1\u9700\u6c42&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u63a8\u7406\u7248&#xff08;Grok 4.1 Reasoning&#xff09;&#xff1a;\u57fa\u4e8exAI Colossus 2.0\u5206\u5e03\u5f0f\u7b97\u529b\u96c6\u7fa4\u4e0e\u4f18\u5316Transformer\u67b6\u6784&#xff0c;\u4ee51483 Elo\u9ad8\u5206\u767b\u9876LMArena\u6587\u672c\u63a8\u7406\u699c\u5355&#xff0c;\u8f83Gemini 2.5 Pro\u9886\u514831\u5206\u3002\u6838\u5fc3\u5f3a\u5316\u591a\u6b65\u903b\u8f91\u63a8\u7406\u3001\u590d\u6742\u8bed\u4e49\u89e3\u6790\u4e0e\u4e13\u4e1a\u77e5\u8bc6\u6316\u6398\u80fd\u529b&#xff0c;\u5b9e\u6d4b\u4f01\u4e1a\u7ea7\u7b56\u7565\u62c6\u89e3\u3001\u8de8\u9886\u57df\u6280\u672f\u5bf9\u6bd4\u573a\u666f\u4e2d&#xff0c;\u903b\u8f91\u95ed\u73af\u7387\u8f83\u4e0a\u4e00\u4ee3\u63d0\u534747%&#xff0c;\u9002\u914d\u6570\u636e\u5206\u6790\u3001\u667a\u80fd\u5ba2\u670d\u540e\u7aef\u3001\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7b49\u91cd\u9700\u6c42\u573a\u666f\u3002<\/p>\n<\/li>\n<li>\n<p>\u57fa\u7840\u7248&#xff08;Grok 4.1 Fast&#xff09;&#xff1a;\u901a\u8fc7\u795e\u7ecf\u7f51\u7edc\u526a\u679d\u4e0e\u63a8\u7406\u94fe\u8def\u7cbe\u7b80&#xff0c;\u5728\u4fdd\u7559\u6838\u5fc3\u8bed\u4e49\u7406\u89e3\u80fd\u529b\u7684\u524d\u63d0\u4e0b&#xff0c;\u54cd\u5e94\u901f\u5ea6\u8fbe\u63a8\u7406\u72482.3\u500d&#xff0c;Token\u6d88\u8017\u964d\u4f4e63%\u3002\u805a\u7126\u6587\u6848\u751f\u6210\u3001\u4ee3\u7801\u7247\u6bb5\u4f18\u5316\u3001\u5e38\u8bc6\u95ee\u7b54\u3001\u5b9e\u65f6\u804a\u5929\u673a\u5668\u4eba\u7b49\u8f7b\u91cf\u573a\u666f&#xff0c;\u517c\u987e\u6548\u7387\u4e0e\u6210\u672c&#xff0c;\u5c24\u5176\u9002\u914d\u79fb\u52a8\u7aef\u5e94\u7528\u53ca\u5bf9\u5ef6\u8fdf\u654f\u611f\u7684\u4ea4\u4e92\u573a\u666f\u3002<\/p>\n<\/li>\n<\/ul>\n<h5>1.2 \u60c5\u611f\u667a\u80fd\u4e0e\u4f4e\u5e7b\u89c9\u7387\u53cc\u91cd\u4f18\u5316<\/h5>\n<p>\u5bf9\u8bdd\u5f0f\u5e94\u7528\u5f00\u53d1\u4e2d&#xff0c;\u60c5\u611f\u9002\u914d\u4e0e\u8f93\u51fa\u51c6\u786e\u6027\u76f4\u63a5\u5f71\u54cd\u4ea7\u54c1\u4f53\u9a8c&#xff0c;Grok-4.1 \u9488\u5bf9\u6027\u5b8c\u6210\u4e24\u5927\u6838\u5fc3\u4f18\u5316&#xff1a;<\/p>\n<p>\u60c5\u611f\u667a\u80fd\u5c42\u9762&#xff0c;\u53cc\u7248\u672c\u5305\u63fdEQ-Bench v3\u60c5\u611f\u7406\u89e3\u6d4b\u8bd5\u51a0\u4e9a\u519b&#xff0c;1586 Elo\u9ad8\u5206\u663e\u8457\u4f18\u4e8eGPT-5.1\u4e0eClaude 3 Opus&#xff0c;\u652f\u6301\u8bed\u5883\u60c5\u7eea\u8bc6\u522b\u4e0e\u8bed\u6c14\u81ea\u9002\u5e94&#xff0c;\u907f\u514d\u7a0b\u5f0f\u5316\u673a\u68b0\u54cd\u5e94&#xff0c;\u5b8c\u7f8e\u9002\u914d\u667a\u80fd\u52a9\u624b\u3001\u793e\u4ea4\u4e92\u52a8\u7c7b\u5e94\u7528\u5f00\u53d1\u3002<\/p>\n<p>\u51c6\u786e\u6027\u5c42\u9762&#xff0c;\u901a\u8fc7\u201c\u771f\u5b9e\u573a\u666f\u5206\u5c42\u8bad\u7ec3&#043;\u591a\u6e90\u4e8b\u5b9e\u4ea4\u53c9\u6821\u9a8c\u201d\u673a\u5236&#xff0c;\u5c06\u5e7b\u89c9\u7387\u4ece12.09%\u964d\u81f34.22%&#xff0c;\u5728\u6280\u672f\u6587\u6863\u89e3\u8bfb\u3001\u4e13\u4e1a\u77e5\u8bc6\u95ee\u7b54\u3001\u4ee3\u7801\u903b\u8f91\u5206\u6790\u7b49\u573a\u666f\u4e2d&#xff0c;\u9519\u8bef\u4fe1\u606f\u8f93\u51fa\u7387\u5927\u5e45\u964d\u4f4e&#xff0c;\u51cf\u5c11\u5f00\u53d1\u8c03\u8bd5\u6210\u672c\u3002<\/p>\n<h5>1.3 \u751f\u6001\u9002\u914d\u4e0e\u6210\u672c\u4f18\u52bf<\/h5>\n<p>\u751f\u6001\u9002\u914d\u65b9\u9762&#xff0c;Grok-4.1 \u539f\u751f\u96c6\u6210X\u5e73\u53f0&#xff08;\u524dTwitter&#xff09;\u80fd\u529b&#xff0c;\u652f\u6301\u5b9e\u65f6\u70ed\u70b9\u6293\u53d6\u3001\u56fe\u6587\u5185\u5bb9\u89e3\u6790\u3001\u793e\u4ea4\u6570\u636e\u8054\u52a8&#xff0c;\u5728\u70ed\u70b9\u8206\u60c5\u5206\u6790\u3001\u5b9e\u65f6\u4fe1\u606f\u6574\u5408\u573a\u666f\u4e2d&#xff0c;\u65e0\u9700\u989d\u5916\u8c03\u7528\u7b2c\u4e09\u65b9\u5de5\u5177&#xff0c;\u54cd\u5e94\u901f\u5ea6\u8f83\u540c\u7c7b\u6a21\u578b\u5feb\u4e00\u500d&#xff0c;\u7b80\u5316\u5f00\u53d1\u6d41\u7a0b\u3002<\/p>\n<p>\u6210\u672c\u65b9\u9762&#xff0c;\u5168\u7248\u672c\u514d\u8d39\u5f00\u653e\u57fa\u7840\u4ea4\u4e92\u80fd\u529b&#xff0c;\u7f51\u9875\u7aef\u3001iOS\/Android\u5e94\u7528\u53ef\u76f4\u63a5\u4f7f\u7528&#xff1b;API\u8c03\u7528\u53c2\u8003\u524d\u4ee3\u5b9a\u4ef7&#xff08;\u8f93\u51650.2\u7f8e\u5143\/\u767e\u4e07Token\u3001\u8f93\u51fa0.5\u7f8e\u5143\/\u767e\u4e07Token&#xff09;&#xff0c;\u4e2a\u4eba\u5f00\u53d1\u8005\u4e0e\u4e2d\u5c0f\u56e2\u961f\u53ef\u65e0\u538b\u529b\u63a5\u5165&#xff0c;\u5927\u5e45\u964d\u4f4eAI\u5e94\u7528\u5f00\u53d1\u95e8\u69db\u3002<\/p>\n<h4>\u4e8c\u3001\u56fd\u5185Python\u96c6\u6210\u5b9e\u6218&#xff08;\u4e2d\u8f6cAPI\u65b9\u6848&#xff09;<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260114003308-6966e444b1001.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u9488\u5bf9\u56fd\u5185\u5f00\u53d1\u8005\u8de8\u5883\u8bbf\u95ee\u9650\u5236&#xff0c;\u91c7\u7528\u4e00\u6b65API\u4e2d\u8f6c\u670d\u52a1\u5b9e\u73b0\u5feb\u901f\u96c6\u6210&#xff0c;\u65e0\u9700\u590d\u6742\u7f51\u7edc\u914d\u7f6e&#xff0c;\u5c01\u88c5\u53ef\u590d\u7528\u7c7b\u4ee3\u7801&#xff0c;\u652f\u6301\u53cc\u7248\u672c\u7075\u6d3b\u5207\u6362\u4e0e\u9879\u76ee\u7ea7\u96c6\u6210\u3002<\/p>\n<h5>2.1 \u524d\u7f6e\u51c6\u5907&#xff1a;API\u5bc6\u94a5\u83b7\u53d6\u4e0e\u5b89\u5168\u914d\u7f6e<\/h5>\n<li>\n<p>\u8bbf\u95ee\u4e00\u6b65API\u4e2d\u8f6c\u5e73\u53f0&#xff08;https:\/\/yibuapi.com\/&#xff09;&#xff0c;\u5b8c\u6210\u6ce8\u518c\u4e0e\u5b9e\u540d\u8ba4\u8bc1&#xff0c;\u9886\u53d6100\u6b21\u514d\u8d39\u6587\u672c\u4ea4\u4e92\u989d\u5ea6&#xff0c;\u6ee1\u8db3\u521d\u671f\u5f00\u53d1\u6d4b\u8bd5\u9700\u6c42\u3002<\/p>\n<\/li>\n<li>\n<p>\u8fdb\u5165\u540e\u53f0\u300c\u4ee4\u724c\u7ba1\u7406\u300d\u6a21\u5757&#xff0c;\u70b9\u51fb\u300c\u65b0\u589e\u4ee4\u724c\u300d&#xff0c;\u81ea\u5b9a\u4e49\u5bc6\u94a5\u540d\u79f0&#xff08;\u5efa\u8bae\u5173\u8054\u9879\u76ee&#xff0c;\u5982\u201cGrok-4.1-Demo\u201d&#xff09;&#xff0c;\u7ed1\u5b9aGrok\u6a21\u578b\u5e76\u52fe\u9009\u6240\u9700\u63a5\u53e3\u6743\u9650&#xff0c;\u9075\u5faa\u6700\u5c0f\u6743\u9650\u539f\u5219&#xff0c;\u964d\u4f4e\u5bc6\u94a5\u6cc4\u9732\u98ce\u9669\u3002<\/p>\n<\/li>\n<li>\n<p>\u5bc6\u94a5\u751f\u6210\u540e\u7acb\u5373\u590d\u5236\u4fdd\u5b58&#xff0c;\u63a8\u8350\u914d\u7f6e\u4e3a\u7cfb\u7edf\u73af\u5883\u53d8\u91cf&#xff08;Windows&#xff1a;set GROK_API_KEY&#061;\u4f60\u7684\u5bc6\u94a5\u503c&#xff1b;Linux\/Mac&#xff1a;export GROK_API_KEY&#061;\u4f60\u7684\u5bc6\u94a5\u503c&#xff09;&#xff0c;\u4e25\u7981\u786c\u7f16\u7801\u81f3\u9879\u76ee\u4ee3\u7801&#xff0c;\u907f\u514d\u989d\u5ea6\u76d7\u7528\u3002<\/p>\n<\/li>\n<h5>2.2 \u73af\u5883\u914d\u7f6e\u4e0e\u53ef\u590d\u7528\u7c7b\u5c01\u88c5<\/h5>\n<p>\u65e0\u9700\u5b89\u88c5xAI\u4e13\u5c5eSDK&#xff0c;\u590d\u7528OpenAI\u5e93\u5373\u53ef\u8c03\u7528&#xff0c;\u5efa\u8bae\u5c06\u4f9d\u8d56\u66f4\u65b0\u81f30.28.0\u53ca\u4ee5\u4e0a\u7248\u672c\u786e\u4fdd\u517c\u5bb9\u6027&#xff0c;\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u66f4\u65b0&#xff1a;<\/p>\n<p>pip <span class=\"token function\">install<\/span> openai &#8211;upgrade<\/p>\n<p>\u6838\u5fc3\u5c01\u88c5\u4ee3\u7801&#xff08;\u652f\u6301\u53cc\u7248\u672c\u5207\u6362\u3001\u591a\u8f6e\u5bf9\u8bdd\u3001\u5f02\u5e38\u6355\u83b7&#xff0c;\u53ef\u76f4\u63a5\u96c6\u6210\u81f3\u751f\u4ea7\u9879\u76ee&#xff09;&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<br \/>\n<span class=\"token keyword\">import<\/span> os<br \/>\n<span class=\"token keyword\">from<\/span> typing <span class=\"token keyword\">import<\/span> Optional<span class=\"token punctuation\">,<\/span> Tuple<span class=\"token punctuation\">,<\/span> List<span class=\"token punctuation\">,<\/span> Dict<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Grok41Client<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;Grok-4.1 \u5ba2\u6237\u7aef\u5c01\u88c5&#xff0c;\u652f\u6301\u53cc\u7248\u672c\u8c03\u7528\u4e0e\u591a\u8f6e\u5bf9\u8bdd\u7ba1\u7406&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> api_key<span class=\"token punctuation\">:<\/span> Optional<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">,<\/span> timeout<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">8<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u521d\u59cb\u5316\u5ba2\u6237\u7aef&#xff1a;\u4f18\u5148\u4ece\u73af\u5883\u53d8\u91cf\u8bfb\u53d6\u5bc6\u94a5&#xff0c;\u652f\u6301\u8d85\u65f6\u53c2\u6570\u8c03\u6574&#034;&#034;&#034;<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>api_key <span class=\"token operator\">&#061;<\/span> api_key <span class=\"token keyword\">or<\/span> os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GROK_API_KEY&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>timeout <span class=\"token operator\">&#061;<\/span> timeout<br \/>\n        self<span class=\"token punctuation\">.<\/span>client <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>_init_client<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">_init_client<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> OpenAI<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u521d\u59cb\u5316OpenAI\u517c\u5bb9\u5ba2\u6237\u7aef&#xff0c;\u6821\u9a8c\u5bc6\u94a5\u6709\u6548\u6027&#034;&#034;&#034;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> self<span class=\"token punctuation\">.<\/span>api_key<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bf7\u914d\u7f6eGROK_API_KEY\u73af\u5883\u53d8\u91cf&#xff0c;\u6216\u4f20\u5165\u6709\u6548API\u5bc6\u94a5&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> OpenAI<span class=\"token punctuation\">(<\/span><br \/>\n            base_url<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;https:\/\/yibuapi.com\/v1&#034;<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u56fd\u5185\u4e2d\u8f6c\u56fa\u5b9a\u5730\u5740<\/span><br \/>\n            api_key<span class=\"token operator\">&#061;<\/span>self<span class=\"token punctuation\">.<\/span>api_key<span class=\"token punctuation\">,<\/span><br \/>\n            timeout<span class=\"token operator\">&#061;<\/span>self<span class=\"token punctuation\">.<\/span>timeout<br \/>\n        <span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">send_message<\/span><span class=\"token punctuation\">(<\/span><br \/>\n        self<span class=\"token punctuation\">,<\/span><br \/>\n        prompt<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        history<span class=\"token punctuation\">:<\/span> Optional<span class=\"token punctuation\">[<\/span>List<span class=\"token punctuation\">[<\/span>Dict<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        use_reasoning<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">bool<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        temperature<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.6<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        max_tokens<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">4096<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> Tuple<span class=\"token punctuation\">[<\/span>Optional<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> Optional<span class=\"token punctuation\">[<\/span>List<span class=\"token punctuation\">[<\/span>Dict<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\n        \u53d1\u9001\u6d88\u606f\u5e76\u83b7\u53d6\u56de\u590d&#xff1a;\u652f\u6301\u53cc\u7248\u672c\u5207\u6362\u3001\u591a\u8f6e\u5bf9\u8bdd\u4e0e\u53c2\u6570\u81ea\u5b9a\u4e49<br \/>\n        :param prompt: \u7528\u6237\u6307\u4ee4<br \/>\n        :param history: \u5bf9\u8bdd\u4e0a\u4e0b\u6587&#xff08;\u683c\u5f0f&#xff1a;[{&#034;role&#034;: &#034;user\/assistant&#034;, &#034;content&#034;: &#034;&#8230;&#034;}]&#xff09;<br \/>\n        :param use_reasoning: \u662f\u5426\u542f\u7528\u63a8\u7406\u7248&#xff08;True&#061;\u63a8\u7406\u7248&#xff0c;False&#061;\u57fa\u7840\u7248&#xff09;<br \/>\n        :param temperature: \u751f\u6210\u968f\u673a\u6027&#xff08;0-1&#xff0c;\u503c\u8d8a\u5c0f\u8d8a\u7cbe\u51c6&#xff09;<br \/>\n        :param max_tokens: \u6700\u5927\u8f93\u51faToken\u6570<br \/>\n        :return: \u6a21\u578b\u56de\u590d\u3001\u66f4\u65b0\u540e\u7684\u4e0a\u4e0b\u6587&#xff08;\u5f02\u5e38\u8fd4\u56deNone&#xff09;<br \/>\n        &#034;&#034;&#034;<\/span><br \/>\n        conversation <span class=\"token operator\">&#061;<\/span> history<span class=\"token punctuation\">.<\/span>copy<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> history <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        conversation<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        model_id <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;grok-4.1-reasoning&#034;<\/span> <span class=\"token keyword\">if<\/span> use_reasoning <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#034;grok-4.1-fast&#034;<\/span><\/p>\n<p>        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            response <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n                model<span class=\"token operator\">&#061;<\/span>model_id<span class=\"token punctuation\">,<\/span><br \/>\n                messages<span class=\"token operator\">&#061;<\/span>conversation<span class=\"token punctuation\">,<\/span><br \/>\n                temperature<span class=\"token operator\">&#061;<\/span>temperature<span class=\"token punctuation\">,<\/span><br \/>\n                max_tokens<span class=\"token operator\">&#061;<\/span>max_tokens<span class=\"token punctuation\">,<\/span><br \/>\n                stream<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><br \/>\n            <span class=\"token punctuation\">)<\/span><br \/>\n            reply <span class=\"token operator\">&#061;<\/span> response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<br \/>\n            conversation<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;assistant&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> reply<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> reply<span class=\"token punctuation\">,<\/span> conversation<br \/>\n        <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>_handle_error<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">,<\/span> history<\/p>\n<p>    <span class=\"token decorator annotation punctuation\">&#064;staticmethod<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">_handle_error<\/span><span class=\"token punctuation\">(<\/span>error_msg<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5f02\u5e38\u5904\u7406&#xff1a;\u63d0\u4f9b\u9488\u5bf9\u6027\u6392\u67e5\u5efa\u8bae&#xff0c;\u964d\u4f4e\u8c03\u8bd5\u6210\u672c&#034;&#034;&#034;<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Grok-4.1 \u8c03\u7528\u5931\u8d25&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>error_msg<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n        error_map <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;invalid_api_key&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;API\u5bc6\u94a5\u9519\u8bef\/\u5931\u6548&#xff0c;\u8bf7\u6838\u5bf9\u540e\u91cd\u65b0\u914d\u7f6e&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;timeout&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u7f51\u7edc\u8d85\u65f6&#xff0c;\u53ef\u68c0\u67e5\u7f51\u7edc\u6216\u589e\u5927timeout\u53c2\u6570&#xff08;\u5efa\u8bae\u226410\u79d2&#xff09;&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;insufficient_quota&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u514d\u8d39\u989d\u5ea6\u8017\u5c3d&#xff0c;\u53ef\u5145\u503c\u6216\u7b49\u5f85\u989d\u5ea6\u91cd\u7f6e&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;model_not_found&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u6a21\u578b\u6807\u8bc6\u9519\u8bef&#xff0c;\u6b63\u786e\u6807\u8bc6&#xff1a;grok-4.1-reasoning\/fast&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;connection error&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u7f51\u7edc\u5f02\u5e38&#xff0c;\u68c0\u67e5\u672c\u5730\u7f51\u7edc\u6216\u4e2d\u8f6c\u5e73\u53f0\u53ef\u7528\u6027&#034;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> key<span class=\"token punctuation\">,<\/span> tip <span class=\"token keyword\">in<\/span> error_map<span class=\"token punctuation\">.<\/span>items<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> key <span class=\"token keyword\">in<\/span> error_msg<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6392\u67e5\u5efa\u8bae&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>tip<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">break<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9e\u6218\u6f14\u793a&#xff1a;\u53cc\u7248\u672c\u8c03\u7528\u4e0e\u591a\u8f6e\u5bf9\u8bdd<\/span><br \/>\n<span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        grok_client <span class=\"token operator\">&#061;<\/span> Grok41Client<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token comment\"># \u63a8\u7406\u7248&#xff1a;\u590d\u6742\u6280\u672f\u5206\u6790<\/span><br \/>\n        prompt1 <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u5bf9\u6bd4Grok-4.1\u4e0eClaude 3 Opus\u60c5\u611f\u8bed\u4e49\u7406\u89e3\u6a21\u5757\u7684\u6280\u672f\u5dee\u5f02&#034;<\/span><br \/>\n        reply1<span class=\"token punctuation\">,<\/span> ctx <span class=\"token operator\">&#061;<\/span> grok_client<span class=\"token punctuation\">.<\/span>send_message<span class=\"token punctuation\">(<\/span>prompt1<span class=\"token punctuation\">,<\/span> use_reasoning<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u3010\u63a8\u7406\u7248\u56de\u590d\u3011\\\\n&#034;<\/span><span class=\"token punctuation\">,<\/span> reply1<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token comment\"># \u57fa\u7840\u7248&#xff1a;\u7ed3\u679c\u6574\u7406<\/span><br \/>\n        prompt2 <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u5c06\u5dee\u5f02\u6574\u7406\u4e3aMarkdown\u8868\u683c&#xff0c;\u4ec5\u4fdd\u7559\u6838\u5fc3\u6280\u672f\u8981\u70b9&#034;<\/span><br \/>\n        reply2<span class=\"token punctuation\">,<\/span> ctx <span class=\"token operator\">&#061;<\/span> grok_client<span class=\"token punctuation\">.<\/span>send_message<span class=\"token punctuation\">(<\/span>prompt2<span class=\"token punctuation\">,<\/span> history<span class=\"token operator\">&#061;<\/span>ctx<span class=\"token punctuation\">,<\/span> use_reasoning<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u3010\u57fa\u7840\u7248\u56de\u590d\u3011\\\\n&#034;<\/span><span class=\"token punctuation\">,<\/span> reply2<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> ValueError <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u521d\u59cb\u5316\u5931\u8d25&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u672a\u77e5\u5f02\u5e38&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>2.3 \u4ee3\u7801\u6838\u5fc3\u4eae\u70b9<\/h5>\n<ul>\n<li>\n<p>\u7c7b\u5c01\u88c5\u8bbe\u8ba1&#xff1a;\u7edf\u4e00\u7ba1\u7406\u5ba2\u6237\u7aef\u5b9e\u4f8b&#xff0c;\u4ee3\u7801\u7ed3\u6784\u6e05\u6670&#xff0c;\u652f\u6301\u9879\u76ee\u7ea7\u96c6\u6210\u4e0e\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u5b89\u5168\u7075\u6d3b&#xff1a;\u73af\u5883\u53d8\u91cf\u8bfb\u53d6\u5bc6\u94a5\u89c4\u907f\u786c\u7f16\u7801\u98ce\u9669&#xff0c;\u652f\u6301\u591a\u53c2\u6570\u81ea\u5b9a\u4e49&#xff0c;\u9002\u914d\u4e0d\u540c\u751f\u6210\u9700\u6c42\u3002<\/p>\n<\/li>\n<li>\n<p>\u9ad8\u6548\u8c03\u8bd5&#xff1a;\u5f02\u5e38\u5206\u7c7b\u5904\u7406&#xff0c;\u63d0\u4f9b\u7cbe\u51c6\u6392\u67e5\u5efa\u8bae&#xff0c;\u964d\u4f4e\u5f00\u53d1\u8005\u95ee\u9898\u5b9a\u4f4d\u6210\u672c\u3002<\/p>\n<\/li>\n<li>\n<p>\u6807\u51c6\u5316\u4e0a\u4e0b\u6587&#xff1a;\u591a\u8f6e\u5bf9\u8bdd\u683c\u5f0f\u7edf\u4e00&#xff0c;\u53ef\u76f4\u63a5\u5bf9\u63a5\u5bf9\u8bdd\u5f0f\u5e94\u7528\u5f00\u53d1\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>\u4e09\u3001\u5f00\u6e90\u5de5\u5177\u65e0\u4ee3\u7801\u63a5\u5165&#xff08;\u5feb\u901f\u6d4b\u8bd5&#xff09;<\/h4>\n<p>\u9488\u5bf9\u65e0\u9700\u7f16\u7801\u3001\u5feb\u901f\u9a8c\u8bc1\u529f\u80fd\u7684\u573a\u666f&#xff0c;\u4ee5NextChat\u4e3a\u4f8b&#xff0c;\u63d0\u4f9b\u8be6\u7ec6\u914d\u7f6e\u6b65\u9aa4&#xff0c;\u652f\u6301\u53cc\u7248\u672c\u5feb\u901f\u5207\u6362&#xff1a;<\/p>\n<li>\n<p>\u5de5\u5177\u51c6\u5907&#xff1a;\u4e0b\u8f7dNextChat&#xff08;https:\/\/nextchat.dev\/&#xff09;&#xff0c;\u652f\u6301Windows\/Mac\/Linux\u591a\u7cfb\u7edf&#xff0c;\u5b89\u88c5\u540e\u542f\u52a8\u3002<\/p>\n<\/li>\n<li>\n<p>\u914d\u7f6e\u5165\u53e3&#xff1a;\u70b9\u51fb\u9876\u90e8\u83dc\u5355\u680f\u300c\u8bbe\u7f6e\u300d\u2192\u300cAPI\u914d\u7f6e\u300d\u2192\u300c\u65b0\u589e\u81ea\u5b9a\u4e49\u6a21\u578b\u300d\u3002<\/p>\n<\/li>\n<li>\n<p>\u57fa\u7840\u914d\u7f6e&#xff1a;\u6a21\u578b\u7c7b\u578b\u9009\u62e9\u300cOpenAI\u517c\u5bb9\u300d&#xff0c;\u57fa\u7840\u5730\u5740\u586b\u5199 https:\/\/yibuapi.com\/v1&#xff0c;\u786e\u4fdd\u5730\u5740\u5b8c\u6574\u65e0\u5197\u4f59\u3002<\/p>\n<\/li>\n<li>\n<p>\u7248\u672c\u4e0e\u5bc6\u94a5\u914d\u7f6e&#xff1a;\u7c98\u8d34API\u5bc6\u94a5&#xff08;\u5220\u9664\u524d\u540e\u7a7a\u683c\/\u6362\u884c&#xff09;&#xff0c;\u5206\u522b\u914d\u7f6e\u53cc\u7248\u672c&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u63a8\u7406\u7248&#xff1a;\u540d\u79f0\u300cGrok-4.1 \u63a8\u7406\u7248\u300d&#xff0c;\u6807\u8bc6\u300cgrok-4.1-reasoning\u300d&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u57fa\u7840\u7248&#xff1a;\u540d\u79f0\u300cGrok-4.1 \u57fa\u7840\u7248\u300d&#xff0c;\u6807\u8bc6\u300cgrok-4.1-fast\u300d\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u4fdd\u5b58\u4f7f\u7528&#xff1a;\u70b9\u51fb\u300c\u4fdd\u5b58\u300d\u540e\u8fd4\u56de\u5bf9\u8bdd\u754c\u9762&#xff0c;\u5728\u6a21\u578b\u5217\u8868\u9009\u62e9\u5bf9\u5e94\u7248\u672c&#xff0c;\u5373\u53ef\u76f4\u63a5\u4ea4\u4e92&#xff0c;\u65e0\u9700\u989d\u5916\u8c03\u8bd5\u3002<\/p>\n<\/li>\n<h5>\u5e38\u89c1\u95ee\u9898\u6392\u67e5<\/h5>\n<ul>\n<li>\n<p>\u8c03\u7528\u65e0\u54cd\u5e94&#xff1a;\u68c0\u67e5\u57fa\u7840\u5730\u5740\u6b63\u786e\u6027&#xff0c;\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee\u5730\u5740\u9a8c\u8bc1\u7f51\u7edc\u8fde\u901a\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u6a21\u578b\u5207\u6362\u5931\u6548&#xff1a;\u786e\u8ba4\u6807\u8bc6\u65e0\u62fc\u5199\u9519\u8bef&#xff0c;\u5efa\u8bae\u76f4\u63a5\u590d\u5236\u7c98\u8d34\u6807\u8bc6\u3002<\/p>\n<\/li>\n<li>\n<p>\u6743\u9650\u4e0d\u8db3\u63d0\u793a&#xff1a;\u68c0\u67e5\u4e2d\u8f6c\u5e73\u53f0\u4ee4\u724c\u662f\u5426\u7ed1\u5b9aGrok\u6a21\u578b&#xff0c;\u63a5\u53e3\u6743\u9650\u662f\u5426\u5f00\u542f\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>\u56db\u3001\u7ade\u54c1\u6280\u672f\u9009\u578b\u5bf9\u6bd4<\/h4>\n<p>\u7ed3\u5408\u5f00\u53d1\u573a\u666f\u9700\u6c42&#xff0c;\u6574\u7406Grok-4.1\u4e0e\u4e3b\u6d41\u65d7\u8230\u6a21\u578b\u7684\u6838\u5fc3\u5dee\u5f02&#xff0c;\u52a9\u529b\u7cbe\u51c6\u9009\u578b&#xff1a;<\/p>\n<table>\n<tr>\u6a21\u578b\u540d\u79f0\u6838\u5fc3\u4f18\u52bf\u5c40\u9650\u6027\u9002\u914d\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td>Grok-4.1<\/td>\n<td>\u53cc\u7248\u672c\u9002\u914d\u3001\u60c5\u611f\u667a\u80fd\u4f18\u3001\u514d\u8d39\u57fa\u7840\u80fd\u529b\u3001\u56fd\u5185\u6613\u63a5\u5165\u3001\u5b9e\u65f6\u751f\u6001\u8054\u52a8<\/td>\n<td>\u591a\u6a21\u6001\u529f\u80fd\u5f85\u5b8c\u5584\u3001\u4f01\u4e1a\u7ea7\u4e13\u5c5e\u670d\u52a1\u6709\u9650<\/td>\n<td>\u5bf9\u8bdd\u5f0f\u5e94\u7528\u3001\u5b9e\u65f6\u8206\u60c5\u3001\u8f7b\u91cf\u4f01\u4e1a\u5e94\u7528\u3001\u4e2a\u4eba\u5f00\u53d1\u6d4b\u8bd5<\/td>\n<\/tr>\n<tr>\n<td>GPT-5.1<\/td>\n<td>\u529f\u80fd\u5168\u9762\u3001\u591a\u6a21\u6001\u6210\u719f\u3001\u63d2\u4ef6\u751f\u6001\u4e30\u5bcc<\/td>\n<td>\u4ed8\u8d39\u8ba2\u9605\u3001\u56fd\u5185\u8bbf\u95ee\u4e0d\u4fbf\u3001\u60c5\u611f\u4ea4\u4e92\u673a\u68b0<\/td>\n<td>\u5168\u573a\u666f\u5f00\u53d1\u3001\u590d\u6742\u591a\u6a21\u6001\u4efb\u52a1\u3001\u4f01\u4e1a\u7ea7\u91cd\u5ea6\u5e94\u7528<\/td>\n<\/tr>\n<tr>\n<td>Gemini 2.5 Pro<\/td>\n<td>\u8c37\u6b4c\u751f\u6001\u9002\u914d\u5f3a\u3001\u957f\u6587\u672c\u5904\u7406\u7a81\u51fa\u3001\u591a\u8bed\u8a00\u652f\u6301\u4f18<\/td>\n<td>\u60c5\u611f\u667a\u80fd\u4e00\u822c\u3001\u56fd\u5185\u8bbf\u95ee\u9700\u989d\u5916\u914d\u7f6e\u3001API\u6210\u672c\u9ad8<\/td>\n<td>\u8c37\u6b4c\u751f\u6001\u9879\u76ee\u3001\u957f\u6587\u672c\u5206\u6790\u3001\u5b66\u672f\u7814\u7a76<\/td>\n<\/tr>\n<tr>\n<td>Claude 3 Opus<\/td>\n<td>\u5b89\u5168\u6027\u9ad8\u3001\u4e13\u4e1a\u6587\u6863\u5904\u7406\u5f3a\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3\u5927<\/td>\n<td>\u54cd\u5e94\u901f\u5ea6\u6162\u3001\u98ce\u683c\u51b0\u51b7\u3001\u56fd\u5185\u8bbf\u95ee\u4e0d\u4fbf<\/td>\n<td>\u4f01\u4e1a\u7ea7\u5408\u89c4\u6587\u6863\u5904\u7406\u3001\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u4e94\u3001\u603b\u7ed3\u4e0e\u5c55\u671b<\/h4>\n<p>Grok-4.1 \u51ed\u501f\u53cc\u7248\u672c\u7b97\u529b\u8c03\u5ea6\u3001\u60c5\u611f\u667a\u80fd\u4f18\u5316\u53ca\u4f4e\u95e8\u69db\u4f18\u52bf&#xff0c;\u6210\u4e3a\u5f00\u53d1\u8005\u8f7b\u91cf\u5316AI\u5e94\u7528\u7684\u9ad8\u6027\u4ef7\u6bd4\u9009\u62e9&#xff0c;\u5c24\u5176\u9002\u914d\u5bf9\u8bdd\u5f0f\u3001\u5b9e\u65f6\u4ea4\u4e92\u573a\u666f\u3002\u56fd\u5185\u901a\u8fc7\u4e2d\u8f6cAPI\u65b9\u6848\u53ef\u5feb\u901f\u63a5\u5165&#xff0c;\u672c\u6587\u63d0\u4f9b\u7684\u5c01\u88c5\u4ee3\u7801\u53ef\u76f4\u63a5\u96c6\u6210\u81f3\u9879\u76ee&#xff0c;\u5927\u5e45\u7f29\u77ed\u5f00\u53d1\u5468\u671f\u3002<\/p>\n<p>\u540e\u7eedxAI\u8ba1\u5212\u5f00\u653e\u591a\u6a21\u6001\u529f\u80fd&#xff0c;\u7ed3\u5408X\u5e73\u53f0\u751f\u6001&#xff0c;\u6709\u671b\u5728\u5b9e\u65f6\u793e\u4ea4\u8054\u52a8\u3001\u591a\u6a21\u6001\u4ea4\u4e92\u573a\u666f\u5f62\u6210\u66f4\u5f3a\u7ade\u4e89\u529b\u3002\u5efa\u8bae\u5f00\u53d1\u8005\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u9009\u578b&#xff1a;\u590d\u6742\u63a8\u7406\u4efb\u52a1\u7528\u63a8\u7406\u7248\u4fdd\u969c\u7cbe\u5ea6&#xff0c;\u8f7b\u91cf\u5b9e\u65f6\u4efb\u52a1\u7528\u57fa\u7840\u7248\u5e73\u8861\u6548\u7387\u4e0e\u6210\u672c\u3002<\/p>\n<p>\u82e5\u63a5\u5165\u8fc7\u7a0b\u4e2d\u9047\u5230\u95ee\u9898&#xff0c;\u53ef\u7559\u8a00\u4ea4\u6d41&#xff0c;\u4e5f\u53ef\u5173\u6ce8xAI\u5b98\u65b9\u6587\u6863\u4e0e\u4e2d\u8f6c\u5e73\u53f0\u516c\u544a&#xff0c;\u83b7\u53d6\u6700\u65b0\u9002\u914d\u65b9\u6848\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00<br \/>\nxAI\u63a8\u51fa\u7684Grok-4.1\u6a21\u578b&#xff0c;\u4ee5\u53cc\u7248\u672c\u7b97\u529b\u52a8\u6001\u8c03\u5ea6\u4e0e\u60c5\u611f\u667a\u80fd\u4f18\u5316\u4e3a\u6838\u5fc3\u4eae\u70b9&#xff0c;\u5728\u65d7\u8230AI\u8d5b\u9053\u4e2d\u5f62\u6210\u72ec\u7279\u7ade\u4e89\u529b\u3002\u76f8\u8f83\u4e8e\u4f20\u7edf\u6a21\u578b&#xff0c;\u5176\u514d\u8d39\u5f00\u653e\u7684\u57fa\u7840\u80fd\u529b\u3001\u539f\u751fX\u5e73\u53f0\u5b9e\u65f6\u8054\u52a8\u7279\u6027&#xff0c;\u66f4\u5951\u5408\u5f00\u53d1\u8005\u8f7b\u91cf\u5316\u9a8c\u8bc1\u3001\u5feb\u901f\u843d\u5730\u7684\u9700\u6c42\u3002\u672c\u6587\u4ece\u6280\u672f\u7279\u6027\u62c6\u89e3\u3001\u56fd\u5185Python\u96c6\u6210\u5b9e\u6218\u3001\u5f00\u6e90\u5de5\u5177\u65e0\u4ee3\u7801\u914d\u7f6e\u4e09\u5927\u7ef4\u5ea6&#xff0c;\u914d\u5957\u53ef\u590d\u7528\u5c01\u88c5\u4ee3\u7801\u4e0e\u907f\u5751\u6307\u5357&#xff0c;\u52a9\u529b\u5f00\u53d1\u8005\u9ad8\u6548\u63a5\u5165\u5e76\u843d\u5730Grok-4.1\u3002<br \/>\n\u4e00\u3001Grok-4.1 \u6838<\/p>\n","protected":false},"author":2,"featured_media":59620,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[81,190],"topic":[],"class_list":["post-59621","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-python","tag-190"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Grok-4.1 \u4ece\u7279\u6027\u5230\u843d\u5730\uff1a\u56fd\u5185Python\u96c6\u6210\u5168\u6307\u5357\uff08\u53cc\u7248\u672c\u5c01\u88c5+\u5de5\u5177\u9002\u914d\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/59621.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Grok-4.1 \u4ece\u7279\u6027\u5230\u843d\u5730\uff1a\u56fd\u5185Python\u96c6\u6210\u5168\u6307\u5357\uff08\u53cc\u7248\u672c\u5c01\u88c5+\u5de5\u5177\u9002\u914d\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u524d\u8a00 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