{"id":40720,"date":"2025-12-24T21:05:57","date_gmt":"2025-12-24T13:05:57","guid":{"rendered":"https:\/\/17aitech.com\/?p=40720"},"modified":"2025-12-24T21:05:57","modified_gmt":"2025-12-24T13:05:57","slug":"minimax-m2-1-%e5%ae%9e%e6%b5%8b%ef%bc%8ccoding-%e5%a4%9a%e8%af%ad%e8%a8%80%e8%83%bd%e5%8a%9b%e8%bf%8e%e6%9d%a5%e9%87%8d%e5%a4%a7%e7%aa%81%e7%a0%b4","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40720","title":{"rendered":"Minimax M2.1 \u5b9e\u6d4b\uff0cCoding \u591a\u8bed\u8a00\u80fd\u529b\u8fce\u6765\u91cd\u5927\u7a81\u7834"},"content":{"rendered":"

\u8fd9\u4e24\u5929\uff0c\u79d1\u6280\u5708\u548c\u91d1\u878d\u5708\u7684\u670b\u53cb\u5708\u88ab\u00a0MiniMax\u00a0\u8d74\u6e2f\u4e0a\u5e02\u7684\u6d88\u606f\u5237\u5c4f\u3002\u4f5c\u4e3a\u5927\u6a21\u578b\u9886\u57df\u7684\u660e\u661f\u72ec\u89d2\u517d\uff0cMiniMax \u7684\u201c\u4e0a\u5cb8\u201d\u65e0\u7591\u7ed9\u884c\u4e1a\u6295\u4e0b\u4e86\u4e00\u9897\u6df1\u6c34\u70b8\u5f39\u3002 \u4f46\u6bd4\u8d77\u8d44\u672c\u5e02\u573a\u7684\u55a7\u56a3\uff0c\u4f5c\u4e3a\u5f00\u53d1\u8005\uff0c\u6211\u66f4\u5173\u5fc3\u5176\u4ea7\u54c1\u5e95\u5c42\u5b9e\u529b\u7684\u8fdb\u5316\u3002<\/p>\n

\u5982\u679c\u8bf4 M2 \u5df2\u7ecf\u51ed\u501f\u201c\u597d\u7528\u4e0d\u8d35\u201d\u7684\u6781\u81f4\u6027\u4ef7\u6bd4\u5728\u5f00\u53d1\u8005\u5708\u5b50\u91cc\u7ad9\u7a33\u4e86\u811a\u8ddf\uff0c\u90a3\u4e48\u8fd1\u671f\u53d1\u5e03\u7684 M2.1 \u770b\u4e0a\u53bb\u662f\u5728\u201c\u53ef\u7528\u201d\u201c\u597d\u7528\u201d\u8fd9\u4e2a\u7ef4\u5ea6\u4e0a\u53c8\u5f80\u524d\u9876\u4e86\u4e00\u5927\u6b65\u3002 \u6839\u636e\u5b98\u65b9\u4fe1\u606f\uff0cM2.1 \u9488\u5bf9 Coding \u80fd\u529b\u8fdb\u884c\u4e86\u5168\u65b9\u4f4d\u5347\u7ea7\uff0c\u4e0d\u4ec5\u5728\u591a\u8bed\u8a00\u7f16\u7a0b\u2014\u2014\u5c24\u5176\u662f Python \u4e4b\u5916\u7684\u540e\u7aef\u8bed\u8a00\u4f18\u5316\u4e0a\u8868\u73b0\u60ca\u8273\uff0c\u8fd8\u52a0\u5f3a\u4e86\u5bf9\u539f\u751f iOS \u548c\u5b89\u5353\u7aef\u5e94\u7528\u5f00\u53d1\u7684\u652f\u6301\u3002\u8fd9\u79cd\u4ece\u201c\u9ad8\u6027\u4ef7\u6bd4\u201d\u5411\u201c\u6df1\u5ea6\u4e13\u4e1a\u751f\u4ea7\u529b\u201d\u7684\u7eb5\u6df1\u63a8\u8fdb\uff0c\u624d\u662f\u6700\u8ba9\u5f00\u53d1\u8005\u5174\u594b\u7684\u5730\u65b9\uff0c\u6bd5\u7adf\u80fd\u5e72\u6d3b\u513f\u7684\u624d\u662f\u201c\u771f AI\u5de5\u7a0b\u5e08\u201d\u3002<\/p>\n

\u6211\u4eec\u7b2c\u4e00\u65f6\u95f4\u62ff\u5230\u4e86M2.1 \u7248\u672c\u7684\u5185\u6d4b\u673a\u4f1a\uff0c\u51b3\u5b9a\u5bf9M2.1 \u8fdb\u884c\u6df1\u5ea6\u5b9e\u6d4b\uff0c\u8bd5\u56fe\u901a\u8fc7\u5177\u4f53\u7684case \u6765\u56de\u7b54\uff1a\u8fd9\u6b21\u591a\u8bed\u8a00\u4f18\u5316\u7684”\u65b0”\u5728\u54ea\u91cc\uff1f\u5b83\u662f\u5426\u80fd\u771f\u6b63\u6210\u4e3a\u8de8\u8bed\u8a00\u3001\u8de8\u9886\u57df\u7684\u901a\u7528\u5f00\u53d1\u52a9\u624b\uff1f<\/p>\n

<\/a><\/p>\n

\u9996\u5148\u4efb\u52a1\u8bf4\u660e\uff1a\u6211\u8ba1\u5212\u5229\u7528M2.1 \u6765\u5f00\u53d1\u4e00\u4e2a\u5b8c\u6574\u7684\u64ad\u5ba2App \u5e94\u7528\u3002\u4e00\u822c\u60c5\u51b5\u4e0b\uff0c\u5e94\u7528\u5f00\u53d1\u5305\u62ec\u540e\u7aef\u670d\u52a1\u3001Android\u539f\u751f\u5e94\u7528\u5f00\u53d1\u3001\u524d\u7aef\u5f00\u53d1\u3001\u591a\u8bed\u8a00\u6df7\u5408\u5f00\u53d1\u5b9e\u8df5 \u7b494\u4e2a\u4e3b\u8981\u90e8\u5206\uff0c\u8fd9\u91cc\u6211\u4eec\u6765\u4e00\u4e00\u5b9e\u73b0\u300201<\/span><\/p>\n

\u64ad\u5ba2\u5e94\u7528\u540e\u7aef\u5f00\u53d1<\/p>\n

\u9996\u5148\uff0c\u6211\u4eec\u5148\u5f00\u59cb\u64ad\u5ba2\u5e94\u7528\u7684\u540e\u7aef\u670d\u52a1\uff0c\u540e\u7aef\u90e8\u5206\u9700\u8981\u5b9e\u73b0\u7528\u6237\u8ba4\u8bc1\uff08JWT\uff09\u3001RSS\u89e3\u6790\u3001\u97f3\u9891\u4ee3\u7406\u7b49\u529f\u80fd\u3002<\/p>\n

\u6211\u4eec\u4f7f\u7528\u4e86\u4ee5\u4e0bPrompt\uff1a\u4f7f\u7528Go \u8bed\u8a00\u5f00\u53d1\u4e00\u4e2aRESTful API\u670d\u52a1\uff0c\u4f7f\u7528Gin\u6846\u67b6\uff0c\u5b9e\u73b0\u64ad\u5ba2\u6570\u636e\u83b7\u53d6\u3001\u7528\u6237\u767b\u5f55\u8ba4\u8bc1\u3001\u97f3\u9891\u6d41\u4ee3\u7406\u7b49\u529f\u80fd\u3002<\/p>\n

<\/a><\/p>\n

\u7ecf\u8fc7\u77ed\u77ed\u7684\u5341\u51e0\u79d2\u949f\uff0c\u6211\u4eec\u5c31\u83b7\u5f97\u4e86\u4ee5\u4e0b\u4ee3\u7801\u3002\u4ece\u56de\u7b54\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u660e\u663e\u7684\u53d1\u73b0\u6a21\u578b\u7684\u56de\u590d\u4ee5\u53ca\u601d\u7ef4\u94fe\u66f4\u7b80\u6d01\uff0c\u54cd\u5e94\u901f\u5ea6\u6709\u663e\u8457\u63d0\u5347\u3002<\/p>\n

<\/a><\/p>\n

\u4ee3\u7801\u8d28\u91cf\u65b9\u9762\uff0c\u5bf9\u4e8e\u719f\u6089\u540e\u53f0\u5f00\u53d1\u7684\u7a0b\u5e8f\u5458\u6765\u8bf4\uff0cM2.1 \u751f\u6210\u7684\u4ee3\u7801\u5b8c\u5168\u7b26\u5408Go \u8bed\u8a00\u7684\u60ef\u7528\u6cd5\uff08idiomatic Go\uff09\uff0c\u6b64\u5916\u6b63\u786e\u4f7f\u7528\u4e86context.Context \u8fdb\u884c\u8d85\u65f6\u63a7\u5236\uff0c\u540c\u65f6\u91c7\u7528\u4e86Go \u7684error wrapping\u6a21\u5f0f\u6765\u8fdb\u884c\u9519\u8bef\u5904\u7406\u3002<\/p>\n

\u6574\u4e2a\u4ee3\u7801\u4e0d\u4ec5\u7ed3\u6784\u6e05\u6670\uff0c\u7b26\u5408Go \u793e\u533a\u7684\u4ee3\u7801\u5b9e\u8df5\u3002\u6700\u4e3a\u5173\u952e\u7684\u662f\uff0c\u751f\u6210\u7684\u4ee3\u7801\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c\uff0c\u65e0\u9700\u5927\u91cf\u4fee\u6539\u3002<\/p>\n

\u603b\u800c\u8a00\u4e4b\uff0cM2.1 \u4e0d\u53ea\u662f\u5199\u51fa\u4e86\u201c\u80fd\u8dd1\u201d\u7684\u4ee3\u7801\uff0c\u5b83\u5199\u51fa\u7684\u662f\u201c\u597d\u7ef4\u62a4\u3001\u9632\u610f\u5916\u3001\u9ad8\u5b89\u5168\u201d\u7684\u4e13\u4e1a\u7ea7\u5de5\u4e1a\u4ee3\u7801\u3002\u8fd9\u79cd\u8001\u7ec3\uff0c\u8ba9\u5373\u4f7f\u4e0d\u7cbe\u901a Go \u8bed\u8a00\u7684\u5f00\u53d1\u8005\uff0c\u4e5f\u80fd\u653e\u5fc3\u5927\u80c6\u5730\u4ea4\u7ed9\u5b83\u53bb\u5904\u7406\u590d\u6742\u7684\u4e1a\u52a1\u903b\u8f91\u3002<\/p>\n

\u76f8\u6bd4\u4e4b\u4e0b\uff0cM2\u5728Go\u8bed\u8a00\u4e0a\u4e5f\u80fd\u751f\u6210\u4ee3\u7801\uff0c\u4f46\u7ecf\u5e38\u51fa\u73b0\u4e00\u4e9b”\u4e0d\u591fGo\u98ce\u683c”\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u8fc7\u5ea6\u4f7f\u7528\u6307\u9488\u3001\u7f3a\u5c11context\u4f20\u9012\u3001\u9519\u8bef\u5904\u7406\u4e0d\u591f\u89c4\u8303\u7b49\u3002\u5982\u56fe\u6240\u793a\uff1a<\/p>\n

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<\/a><\/p>\n

02
Android \u539f\u751f\u5e94\u7528\u5f00\u53d1<\/p>\n

\u5b8c\u6210\u4e86\u540e\u7aef\u90e8\u5206\u7684\u4ee3\u7801\u5b9e\u73b0\u4e4b\u540e\uff0c\u4e0b\u4e00\u6b65\u6211\u4eec\u5c31\u8981\u5f00\u59cb\u52a8\u624b Android \u539f\u751f\u5e94\u7528\u7684\u5f00\u53d1\u5de5\u4f5c\u4e86\u3002\u8fd9\u91cc\uff0c\u6211\u4eec\u4f7f\u7528\u4e86\u4ee5\u4e0bPrompt\uff1a<\/p>\n

\u5f00\u53d1\u4e00\u4e2a\u539f\u751fAndroid\u64ad\u5ba2\u5ba2\u6237\u7aef\uff0c\u4f7f\u7528Jetpack Compose\u6784\u5efa\u58f0\u660e\u5f0fUI\uff0c\u5b9e\u73b0\u7f51\u7edc\u8bf7\u6c42\u3001\u6570\u636e\u5c55\u793a\u3001\u7528\u6237\u4ea4\u4e92\u7b49\u529f\u80fd\u3002<\/p>\n

\u9879\u76ee\u9700\u6c42\uff1a\u4f7f\u7528Kotlin\u548cJetpack Compose \u5f00\u53d1Android\u5e94\u7528\uff0c\u5b9e\u73b0\u64ad\u5ba2\u641c\u7d22\u3001\u8ba2\u9605\u7ba1\u7406\u3001\u97f3\u9891\u64ad\u653e\u3001\u7528\u6237\u914d\u7f6e\u7b49\u529f\u80fd\u3002<\/p>\n

<\/a><\/p>\n

\u5f88\u5feb\uff0cM2.1 \u5c31\u751f\u6210\u4e86\u4ee5\u4e0b\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n

<\/a><\/p>\n

\u4ece\u8fd9\u90e8\u5206\u7684\u4ee3\u7801\u6548\u679c\u4e0a\u6765\u770b\uff0cJetpack Compose \u7684\u4ee3\u7801\u662f\u7b26\u5408Material 3\u89c4\u8303\u7684\u3002\u53e6\u5916\uff0cKotlin \u534f\u7a0b\u4f7f\u7528\u6b63\u786e\uff0c\u5f02\u6b65\u5904\u7406\u5b8c\u5584\u3002Retrofit + OkHttp \u7f51\u7edc\u5c42\u8bbe\u8ba1\u5408\u7406\uff0c\u6700\u540e\u6574\u4e2a\u4ee3\u7801\u53ef\u4ee5\u76f4\u63a5\u5bfc\u5165Android Studio\u8fd0\u884c\u3002<\/p>\n

\u5b8c\u6210\u540e\u7aef\u548c\u539f\u751f\u5e94\u7528\u7684\u5f00\u53d1\u4e4b\u540e\uff0c\u4e0b\u4e00\u6b65\u6211\u4eec\u5c31\u8981\u5f00\u59cbWeb \u524d\u7aef\u9875\u9762\u7684\u5f00\u53d1\u4efb\u52a1\u4e86\u3002<\/p>\n

03<\/span><\/p>\n

Web \u524d\u7aef\u5f00\u53d1<\/p>\n

\u524d\u7aef\u5f00\u53d1\u65b9\u9762\uff0c\u6211\u4eec\u9700\u8981\u4ed6\u5728\u524d\u7aef\u9875\u9762\u4e0a\u5b9e\u73b0\uff1a\u64ad\u5ba2\u64ad\u653e\u3001\u5386\u53f2\u8bb0\u5f55\u3001\u7761\u7720\u8bc4\u5206\u3001\u641c\u7d22\u8ba2\u9605\u7b49\u529f\u80fd\u3002<\/p>\n

\u4e3a\u6b64\u6211\u4eec\u4f7f\u7528\u4e86\u4ee5\u4e0b\u7684Prompt\uff1a<\/p>\n

\u5f00\u53d1\u4e00\u4e2a\u73b0\u4ee3\u5316\u7684\u64ad\u5ba2Web\u5e94\u7528\uff0c\u4f7f\u7528React + Vite\u6784\u5efa\uff0c\u96c6\u6210\u72b6\u6001\u7ba1\u7406\u3001\u8def\u7531\u5bfc\u822a\u3001API\u8c03\u7528\u7b49\u529f\u80fd\u3002<\/p>\n

\u9879\u76ee\u9700\u6c42\uff1a\u4f7f\u7528TypeScript\u3001React\u3001Vite\u3001Zustand\u5f00\u53d1Web\u5e94\u7528\uff0c\u5b9e\u73b0\u64ad\u5ba2\u64ad\u653e\u3001\u5386\u53f2\u8bb0\u5f55\u3001\u7761\u7720\u8bc4\u5206\u3001\u641c\u7d22\u8ba2\u9605\u7b49\u529f\u80fd\u3002<\/p>\n

\u8fd9\u90e8\u5206\u6211\u4eec\u5c31\u4e0d\u653e\u4ee3\u7801\u4e86\uff0c\u76f4\u63a5\u4e0a\u5b9e\u6d4b\u6548\u679c\uff1a<\/p>\n

<\/a><\/p>\n

\u7528MiniMax2.1\u5b8c\u6210\u7684\u64ad\u5ba2\u7f51\u7ad9\u524d\u7aef\u9875\u9762\u5c55\u793a<\/p>\n

\u64ad\u5ba2\u5e94\u7528\u5df2\u521d\u5177\u96cf\u5f62\u4e86\u3002\u4ece\u751f\u6210\u7684\u4ee3\u7801\u8d28\u91cf\u548c\u524d\u7aef\u9875\u9762\u6548\u679c\u6765\u770b\uff0c\u6574\u4e2aReact + TypeScript\u4ee3\u7801\u7ed3\u6784\u6e05\u6670\uff0c\u540c\u65f6 Zustand \u7684\u72b6\u6001\u7ba1\u7406\u7b80\u6d01\u9ad8\u6548\uff0c\u8def\u7531\u5bfc\u822a\u3001API\u8c03\u7528\u903b\u8f91\u5b8c\u5584\u3002\u800c\u4e14\uff0cTailwind CSS\u6837\u5f0f\u73b0\u4ee3\u5316\u3002<\/p>\n

\u4e2a\u4eba\u8ba4\u4e3a\uff0cM2.1\u5bf9TypeScript\u548cReact\u751f\u6001\u7684\u7406\u89e3\u975e\u5e38\u6df1\u5165\uff0c\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u4ec5\u8bed\u6cd5\u6b63\u786e\uff0c\u8fd8\u4f53\u73b0\u4e86\u73b0\u4ee3\u524d\u7aef\u5f00\u53d1\u7684\u6700\u4f73\u5b9e\u8df5\u3002\u7c7b\u578b\u5b9a\u4e49\u3001\u72b6\u6001\u7ba1\u7406\u3001\u526f\u4f5c\u7528\u5904\u7406\u7b49\u65b9\u9762\u90fd\u505a\u5f97\u5f88\u5230\u4f4d\u3002<\/p>\n

04<\/span><\/p>\n

\u591a\u8bed\u8a00\u6df7\u5408\u5f00\u53d1\u5b9e\u8df5<\/p>\n

\u4ee5\u4e0b\u5c31\u5230\u4e86\u6211\u4eec\u64ad\u5ba2\u5f00\u53d1\u7684\u6700\u540e\u4e00\u6b65\u4e86\uff0c\u4e00\u4e2a\u5b8c\u6574\u7684\u64ad\u5ba2\u5e73\u53f0\u9879\u76ee\u4e2d\u4e00\u822c\u4f1a\u540c\u65f6\u4f7f\u7528Go\u3001TypeScript\u3001Swift\u3001Kotlin \u7b49\u591a\u79cd\u8bed\u8a00\uff0c\u4e3a\u6b64\u9700\u8981\u901a\u8fc7\u6807\u51c6\u5316\u7684API\u8fdb\u884c\u8de8\u5e73\u53f0\u6570\u636e\u4ea4\u6362\uff0c\u8fd9\u5c31\u662f\u591a\u8bed\u8a00\u6df7\u5408\u5f00\u53d1\u5b9e\u8df5\u73af\u8282\u3002<\/p>\n

Prompt\uff1a<\/p>\n

\u573a\u666f\u63cf\u8ff0\uff1a\u5728\u5b8c\u6574\u7684\u64ad\u5ba2\u5e73\u53f0\u9879\u76ee\u4e2d\uff0c\u540c\u65f6\u4f7f\u7528Go\u3001TypeScript\u3001Swift\u3001Kotlin\u56db\u79cd\u8bed\u8a00\uff0c\u901a\u8fc7\u6807\u51c6\u5316\u7684API\u8fdb\u884c\u8de8\u5e73\u53f0\u6570\u636e\u4ea4\u6362\u3002<\/p>\n

\u4e3a\u6b64\uff0cM2.1 \u5feb\u901f\u7684\u63d0\u4f9b\u4e86\u4ee5\u4e0b\u9879\u76ee\u67b6\u6784\uff1a<\/p>\n

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API \u8bbe\u8ba1:<\/p>\n

<\/a><\/p>\n

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\u540e\u7aef\u903b\u8f91\u8fc1\u79fb\uff1a\u5c06 Go \u7684 JWT \u4e2d\u95f4\u4ef6 \u903b\u8f91\u65e0\u7f1d\u91cd\u6784\u4e3a Swift \u7684 AuthManager\u3002<\/p>\n

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UI \u67b6\u6784\u5bf9\u9f50\uff1a\u5c06 React \u7684\u7ec4\u4ef6\u6811\u7ed3\u6784\u8f6c\u5316\u4e3a\u58f0\u660e\u5f0f\u7684 SwiftUI \u89c6\u56fe\u903b\u8f91\u3002<\/p>\n

\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u8fd9\u79cd\u6df1\u5ea6\u4f18\u5316\u8d4b\u4e88\u4e86 M2.1 \u771f\u6b63\u7684\u901a\u7528\u5f00\u53d1\u5c5e\u6027\u3002\u5b83\u7a81\u7834\u4e86\u4f20\u7edf AI \u52a9\u624b\u5f3a\u4e8e Python\/JS\u3001\u5f31\u4e8e\u5782\u76f4\u9886\u57df\u8bed\u8a00\u7684\u5c40\u9650\uff0c\u8ba9\u8de8\u5e73\u53f0\uff08\u5982 iOS\u3001Android\u3001Web\uff09\u90e8\u7f72\u7684\u56e2\u961f\u80fd\u591f\u4ee5\u7edf\u4e00\u7684\u903b\u8f91\u5e95\u5ea7\u8fdb\u884c\u9ad8\u6548\u534f\u4f5c\u3002<\/p>\n

\u6839\u636eMinimax \u5b98\u65b9\u7684\u6570\u636e\u663e\u793a\uff0cM2.1 \u8f83\u524d\u4ee3 M2 \u5b9e\u73b0\u4e86\u8de8\u8d8a\u5f0f\u63d0\u5347\uff1a<\/p>\n

\u6027\u80fd\u8868\u73b0\uff1a\u5728\u591a\u4efb\u52a1 SWE-bench\u548c\u591a\u8bed\u8a00 SWE-bench\u4e0a\u5b9e\u6d4b\u6548\u679c\u5df2\u8d85\u8d8a Claude Sonnet 4.5 \u4e0e Gemini 3 Pro \u7b49\u6a21\u578b\u3002<\/p>\n

\u7ade\u4e89\u4f18\u52bf\uff1a\u5176\u5728\u590d\u6742\u8bed\u5883\u4e0b\u7684\u5de5\u7a0b\u903b\u8f91\u51c6\u786e\u5ea6\uff0c\u5df2\u6781\u5ea6\u63a5\u8fd1\u884c\u4e1a\u9876\u5c16\u7684 Claude Opus 4.5\u7684\u6c34\u5e73\u3002<\/p>\n

<\/a><\/p>\n

\u7ecf\u8fc7\u4ee5\u4e0a\u591a\u4e2a\u6a21\u5757\u7684\u5f00\u53d1\uff0c\u6211\u4eec\u7684DreamEcho \u7684\u64ad\u5ba2\u5e94\u7528\u73b0\u5728\u5df2\u57fa\u672c\u5b8c\u6210\u4e3b\u8981\u7684\u5f00\u53d1\u5de5\u4f5c\u4e86\u3002<\/p>\n

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<\/a><\/p>\n

\u76ee\u524d\u5df2\u7ecf\u5c06\u4ee3\u7801\u4e0a\u4f20\u5230Github \u4e0a\uff0c\u5730\u5740\uff1ahttps:\/\/github.com\/Jeffyaoliang\/podcast\uff0c\u6b22\u8fce\u8bbf\u95ee\u3002<\/p>\n

<\/a><\/p>\n

05
\u7ed3\u8bed<\/p>\n

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<\/p>\n

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\n
\n <\/a>
\n <\/a>\n <\/p>\n

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