{"id":95015,"date":"2026-08-15T22:57:26","date_gmt":"2026-08-15T14:57:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/95015.html"},"modified":"2026-08-15T22:57:26","modified_gmt":"2026-08-15T14:57:26","slug":"deepseek-v4-pro%e5%ae%9e%e6%b5%8b%ef%bc%9a%e5%88%86%e6%95%b0%e6%9a%b4%e6%b6%a88%e5%80%8d%ef%bc%8c%e5%89%8d%e7%ab%af%e5%bc%80%e5%8f%91%e8%80%85%e7%9c%9f%e5%ae%9e%e5%9b%9b%e5%9c%ba%e6%99%af%e9%aa%8c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/95015.html","title":{"rendered":"DeepSeek V4 Pro\u5b9e\u6d4b\uff1a\u5206\u6570\u66b4\u6da88\u500d\uff0c\u524d\u7aef\u5f00\u53d1\u8005\u771f\u5b9e\u56db\u573a\u666f\u9a8c\u8bc1"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\n<ul>\n<li>\u524d\u8a00<\/li>\n<li>1. \u5148\u6252\u4e00\u6252V4 Pro\u7684\u5e95\u5b50<\/li>\n<li>\n<ul>\n<li>1.1 \u6838\u5fc3\u89c4\u683c\u5148\u770b\u4e00\u773c<\/li>\n<li>1.2 Agent\u8dd1\u5206\u771f\u7684\u6da8\u4e868\u500d&#xff1f;<\/li>\n<li>1.3 \u8dd1\u5206\u80cc\u540e\u7684\u5c0f\u7ec6\u8282<\/li>\n<li>1.4 \u524d\u7aef\u5f00\u53d1\u8005\u4e3a\u5565\u8981\u5173\u5fc3\u8fd9\u4e2a<\/li>\n<\/ul>\n<\/li>\n<li>2. \u62ff\u771f\u5b9e\u524d\u7aef\u573a\u666f\u8dd1\u4e86\u56db\u5708<\/li>\n<li>\n<ul>\n<li>2.1 \u7b2c\u4e00\u5173&#xff1a;React TodoList\u7ec4\u4ef6\u751f\u6210<\/li>\n<li>2.2 \u7b2c\u4e8c\u5173&#xff1a;TypeScript\u9ad8\u7ea7\u7c7b\u578b\u63a8\u5bfc<\/li>\n<li>2.3 \u7b2c\u4e09\u5173&#xff1a;Bug\u4fee\u590d\u80fd\u529b<\/li>\n<li>2.4 \u7b2c\u56db\u5173&#xff1a;Agent\u591a\u6b65\u9aa4\u642d\u9879\u76ee<\/li>\n<\/ul>\n<\/li>\n<li>3. \u8ddf\u4e3b\u6d41\u6a21\u578b\u63b0\u63b0\u624b\u8155<\/li>\n<li>\n<ul>\n<li>3.1 \u80fd\u529b\u4e0a\u5404\u6709\u80dc\u8d1f<\/li>\n<li>3.2 \u4ef7\u683c\u5dee\u4e86\u4e00\u4e2a\u6b21\u5143<\/li>\n<li>3.3 \u524d\u7aef\u4eba\u600e\u4e48\u9009\u66f4\u5212\u7b97<\/li>\n<\/ul>\n<\/li>\n<li>4. \u8bf4\u70b9\u5b9e\u5728\u7684&#xff0c;\u5b83\u4e5f\u4e0d\u662f\u4e07\u80fd\u7684<\/li>\n<li>\n<ul>\n<li>4.1 \u601d\u8003\u8d8a\u6df1&#xff0c;\u7b49\u5f97\u8d8a\u4e45<\/li>\n<li>4.2 \u5b9e\u65f6\u8865\u5168\u5c31\u522b\u6307\u671b\u4e86<\/li>\n<li>4.3 \u4ef7\u683c\u4f18\u52bf\u662f\u771f\u7684\u6ca1\u6c34\u5206<\/li>\n<li>4.4 \u5176\u4ed6\u540c\u884c\u6d4b\u51fa\u6765\u7684\u69fd\u70b9<\/li>\n<\/ul>\n<\/li>\n<li>5. \u6700\u540e\u8865\u51e0\u9053\u524d\u7aef\u9762\u8bd5\u5e38\u8003\u9898<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260815145724-6a807e540cf5b.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n P.S. \u63a8\u8350\u4e00\u4e2a\u5927\u795e\u7684\u6559\u7a0b\u7ed9\u60f3\u8981\u4e86\u89e3\u6216\u8005\u5b66\u4e60\u4eba\u5de5\u667a\u80fd\u77e5\u8bc6\u7684\u8bfb\u8005&#xff0c;\u8fd9\u4e2a\u6559\u7a0b\u91cc\u5185\u5bb9\u8bb2\u89e3\u901a\u4fd7\u6613\u61c2\u4e14\u98ce\u8da3\u5e7d\u9ed8&#xff0c;\u5bf9\u6211\u5e2e\u52a9\u5f88\u5927\u3002\u6211\u60f3\u4e0e\u5927\u5bb6\u5206\u4eab\u8fd9\u4e2a\u5b9d\u85cf\u6559\u7a0b&#xff0c;\u8bf7\u70b9\u51fb\u4e0b\u65b9\u94fe\u63a5\u67e5\u770b&#xff0c;<br \/>\n\u4f20\u9001\u95e8https:\/\/blog.csdn.net\/qq_74013365<\/p>\n<h4>\u524d\u8a00<\/h4>\n<p>\u524d\u5929\u534a\u591c\u5237\u6280\u672f\u7fa4\u6478\u9c7c&#xff0c;\u672c\u6765\u60f3\u770b\u5927\u5bb6\u5410\u69fd\u4eca\u5929\u53c8\u88ab\u4ea7\u54c1\u6539\u4e86\u516b\u7248\u9700\u6c42&#xff0c;\u7ed3\u679c\u6709\u4eba\u51b7\u4e0d\u4e01\u7529\u4e86\u6761\u6d88\u606f&#xff1a;DeepSeek V4 Pro\u5077\u5077\u4e0a\u7ebf\u4e86&#xff0c;DeepSWE\u5206\u6570\u4ece7.3\u5e72\u523062.7\u3002<\/p>\n<p>\u6211\u624b\u91cc\u7684\u51b0\u53ef\u4e50\u5dee\u70b9\u6d12\u952e\u76d8\u4e0a\u3002<\/p>\n<p>7.3\u523062.7&#xff0c;\u7ffb\u4e86\u5feb8.6\u500d\u3002\u522b\u4eba\u5bb6\u6a21\u578b\u8fed\u4ee3\u662f\u6324\u7259\u818f&#xff0c;\u4e00\u6b21\u6da8\u4e2a\u51e0\u5206\u90fd\u8981\u5f00\u4e2a\u53d1\u5e03\u4f1a\u5439\u534a\u5929\u3002\u5b83\u5012\u597d&#xff0c;\u76f4\u63a5\u628a\u7259\u818f\u7ba1\u62e7\u7206\u4e86&#xff0c;\u54d0\u54d0\u5f80\u51fa\u5012\u3002<\/p>\n<p>\u8dd1\u5206\u8fd9\u4e1c\u897f\u6211\u672c\u6765\u4e0d\u592a\u4fe1&#xff0c;\u6570\u5b57\u518d\u597d\u770b&#xff0c;\u5199\u4e0d\u4e86React\u90fd\u662f\u767d\u642d\u3002<\/p>\n<p>\u5e72\u8106\u81ea\u5df1\u62c9API\u8dd1\u4e86\u56db\u4e2a\u524d\u7aef\u771f\u5b9e\u573a\u666f&#xff0c;\u770b\u770b\u8fd9\u6a21\u578b\u5230\u5e95\u662f\u771f\u672c\u4e8b\u8fd8\u662f\u7eb8\u9762\u6570\u636e\u3002<\/p>\n<h4>1. \u5148\u6252\u4e00\u6252V4 Pro\u7684\u5e95\u5b50<\/h4>\n<h5>1.1 \u6838\u5fc3\u89c4\u683c\u5148\u770b\u4e00\u773c<\/h5>\n<p>\u5148\u770b\u6700\u57fa\u7840\u7684\u53c2\u6570\u3002<\/p>\n<p>\u4e0a\u4e0b\u6587\u7a97\u53e31M tokens&#xff0c;\u6700\u5927\u8f93\u51fa384K tokens\u3002<\/p>\n<p>\u5565\u6982\u5ff5&#xff1f;\u4f60\u6574\u4e2a\u524d\u7aef\u9879\u76ee\u6e90\u7801\u6254\u8fdb\u53bb&#xff0c;\u5b83\u80fd\u7ed9\u4f60\u4ece\u5934\u5230\u5c3e\u634b\u4e00\u904d&#xff0c;\u8fde\u6ce8\u91ca\u90fd\u4e0d\u5e26\u6f0f\u7684\u3002\u751f\u6210\u9879\u76ee\u811a\u624b\u67b6\u4e5f\u4e0d\u7528\u4e2d\u9014\u6253\u65ad&#xff0c;\u4e00\u53e3\u6c14\u7ed9\u4f60\u5199\u5b8c\u3002<\/p>\n<p>\u8fd8\u6709\u4e2a\u4e09\u6863\u601d\u8003\u6a21\u5f0f&#xff0c;\u4f4e\u4e2d\u9ad8\u4e09\u6863\u53ef\u9009\u3002\u7b80\u5355\u95ee\u9898\u5f00\u4f4e\u6863\u79d2\u51fa&#xff0c;\u590d\u6742\u95ee\u9898\u5f00\u9ad8\u6863\u6162\u6162\u7422\u78e8\u3002<\/p>\n<p>\u6211\u4e00\u5f00\u59cb\u89c9\u5f97\u8fd9\u529f\u80fd\u82b1\u91cc\u80e1\u54e8&#xff0c;\u6d4b\u5b8c\u624d\u53d1\u73b0&#xff0c;\u8fd9\u73a9\u610f\u76f4\u63a5\u51b3\u5b9a\u4e86\u4f60\u662f\u7b4930\u79d2\u8fd8\u662f\u7b493\u5206\u949f\u3002<\/p>\n<h5>1.2 Agent\u8dd1\u5206\u771f\u7684\u6da8\u4e868\u500d&#xff1f;<\/h5>\n<p>\u8fd9\u6b21\u6700\u70b8\u7684\u5c31\u662fAgent\u76f8\u5173\u7684\u8dd1\u5206\u3002<\/p>\n<p>Terminal Bench 2.1\u62ff\u4e8687.9&#xff0c;\u8ddfClaude Fable 5\u768488.0\u5dee0.1\u5206&#xff0c;\u57fa\u672c\u5c31\u662f\u6253\u5e73\u3002<\/p>\n<p>DeepSWE\u76f4\u63a5\u5e72\u523062.7&#xff0c;\u6bd4Meta Muse Code\u768459.3\u8fd8\u9ad8\u4e00\u5934\u3002<\/p>\n<p>\u6700\u5938\u5f20\u7684\u662f\u8ddf\u81ea\u5df1\u6bd4&#xff0c;\u4e4b\u524d\u9884\u89c8\u7248\u624d7.3&#xff0c;\u6b63\u5f0f\u7248\u76f4\u63a5\u7ffb8\u500d\u591a\u3002<\/p>\n<p>\u8bf4\u771f\u7684&#xff0c;\u6211\u7b2c\u4e00\u6b21\u770b\u8fd9\u6570\u636e&#xff0c;\u4ee5\u4e3a\u662f\u5c0f\u6570\u70b9\u6807\u9519\u4e86\u4f4d\u7f6e\u3002<\/p>\n<h5>1.3 \u8dd1\u5206\u80cc\u540e\u7684\u5c0f\u7ec6\u8282<\/h5>\n<p>\u4e0d\u8fc7\u6709\u4e2a\u4e8b\u5f97\u63d0\u524d\u8bf4\u6e05\u695a\u3002<\/p>\n<p>\u5b98\u65b9\u8dd1\u5206\u4e0d\u662f\u88f8\u6a21\u578b\u8dd1\u51fa\u6765\u7684&#xff0c;\u662f\u642d\u4e86\u81ea\u5bb6\u7684Harness\u6846\u67b6\u8dd1\u7684\u3002<\/p>\n<p>\u8fd9\u6846\u67b6\u8bf4\u767d\u4e86\u5c31\u662f\u7ed9\u6a21\u578b\u914d\u4e86\u4e2a\u5de5\u5177\u4eba&#xff0c;\u7ba1\u8c03\u7528\u5de5\u5177\u3001\u8bfb\u5199\u6587\u4ef6\u3001\u5904\u7406\u62a5\u9519&#xff0c;\u5e2e\u6a21\u578b\u628a\u4e8b\u4ece\u5934\u5e72\u5230\u5c3e\u3002<\/p>\n<p>\u6211\u81ea\u5df1\u6d4b\u8bd5\u662f\u88f8\u8c03API&#xff0c;\u6ca1\u63a5\u8fd9\u4e2a\u6846\u67b6\u3002<\/p>\n<p>\u6240\u4ee5\u4f60\u81ea\u5df1\u7528\u7684\u65f6\u5019&#xff0c;\u6548\u679c\u8ddf\u5b98\u65b9\u8dd1\u5206\u6709\u5dee\u8ddd\u5f88\u6b63\u5e38&#xff0c;\u522b\u56de\u5934\u9a82\u4eba\u5bb6\u865a\u5047\u5ba3\u4f20\u3002<\/p>\n<h5>1.4 \u524d\u7aef\u5f00\u53d1\u8005\u4e3a\u5565\u8981\u5173\u5fc3\u8fd9\u4e2a<\/h5>\n<p>\u53ef\u80fd\u6709\u4eba\u8bf4&#xff0c;\u6a21\u578b\u5347\u7ea7\u5173\u6211\u524d\u7aef\u4ec0\u4e48\u4e8b&#xff1f;<\/p>\n<p>\u8fd8\u771f\u6709\u5173\u7cfb\u3002<\/p>\n<p>\u524d\u7aef\u4ee3\u7801\u8bf4\u96be\u4e0d\u96be&#xff0c;\u4f46\u788e\u554a\u3002JSX\u3001CSS\u3001\u7c7b\u578b\u5b9a\u4e49\u5806\u5728\u4e00\u8d77&#xff0c;\u7ec4\u4ef6\u548cHook\u3001Store\u3001API\u6765\u56de\u5173\u8054&#xff0c;\u6539\u4e00\u4e2aprop\u53ef\u80fd\u8981\u52a8\u4e09\u56db\u4e2a\u6587\u4ef6\u3002<\/p>\n<p>\u6700\u5403\u7684\u5c31\u662f\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u548c\u957f\u8f93\u51fa\u80fd\u529b\u3002<\/p>\n<p>1M\u4e0a\u4e0b\u6587&#043;384K\u8f93\u51fa&#xff0c;\u521a\u597d\u8e29\u5728\u524d\u7aef\u7684\u75db\u70b9\u4e0a\u3002<\/p>\n<p>\u81f3\u4e8e\u597d\u4e0d\u597d\u7528&#xff0c;\u5f97\u8dd1\u8fc7\u624d\u77e5\u9053\u3002<\/p>\n<h4>2. \u62ff\u771f\u5b9e\u524d\u7aef\u573a\u666f\u8dd1\u4e86\u56db\u5708<\/h4>\n<h5>2.1 \u7b2c\u4e00\u5173&#xff1a;React TodoList\u7ec4\u4ef6\u751f\u6210<\/h5>\n<p>\u7b2c\u4e00\u4e2a\u6d4b\u8bd5&#xff0c;\u6700\u5e38\u89c1\u7684React\u7ec4\u4ef6\u751f\u6210\u3002<\/p>\n<p>\u9700\u6c42\u5f88\u7ecf\u5178&#xff0c;TodoList&#xff0c;\u8981\u6c42\u7528useReducer\u7ba1\u72b6\u6001&#xff0c;\u5e26\u589e\u5220\u6539\u3001\u8fc7\u6ee4&#xff0c;\u5b8c\u6574TS\u7c7b\u578b\u548cCSS&#xff0c;\u54cd\u5e94\u5f0f&#xff0c;\u4e0d\u80fd\u7528\u7b2c\u4e09\u65b9\u5e93\u3002<\/p>\n<p>\u5c31\u662f\u9762\u8bd5\u5e38\u8003\u7684\u90a3\u79cd\u57fa\u7840\u9898&#xff0c;\u6700\u80fd\u770b\u51fa\u6a21\u578b\u57fa\u672c\u529f\u624e\u4e0d\u624e\u5b9e\u3002<\/p>\n<p>\u8dd1\u4e0b\u6765\u82b1\u4e86130\u591a\u79d2&#xff0c;\u5feb\u4e24\u5206\u534a\u3002\u7b49\u5f97\u6211\u90fd\u5237\u4e86\u4e24\u6761\u670b\u53cb\u5708\u4e86\u3002<\/p>\n<p>\u4e0d\u8fc7\u51fa\u6765\u7684\u7ed3\u679c\u786e\u5b9e\u8fd8\u884c\u3002\u7c7b\u578b\u5b9a\u4e49\u5199\u5f97\u5f88\u89c4\u8303&#xff0c;Action\u7528\u4e86\u53ef\u8fa8\u8bc6\u8054\u5408&#xff0c;\u662fReact reducer\u7684\u6807\u51c6\u5199\u6cd5\u3002<\/p>\n<p>\u7ec4\u4ef6\u903b\u8f91\u4e5f\u987a&#xff0c;\u4e09\u4e2aHook\u914d\u5408\u5f97\u660e\u660e\u767d\u767d&#xff0c;\u7a7a\u72b6\u6001\u3001\u54cd\u5e94\u5f0f\u90fd\u8003\u8651\u5230\u4e86\u3002<\/p>\n<p>\u552f\u4e00\u7684\u5c0f\u7455\u75b5&#xff0c;reducer\u91cc\u7559\u4e86\u4e2a\u6ca1\u7528\u7684SET_FILTER\u5206\u652f&#xff0c;\u7a0d\u663e\u5570\u55e6\u3002<\/p>\n<p>\u6574\u4f53\u6765\u8bf4&#xff0c;\u62ff\u8fc7\u6765\u6539\u6539\u5c31\u80fd\u7528&#xff0c;\u4e0d\u7528\u81ea\u5df1\u4ece\u5934\u642d\u3002<\/p>\n<h5>2.2 \u7b2c\u4e8c\u5173&#xff1a;TypeScript\u9ad8\u7ea7\u7c7b\u578b\u63a8\u5bfc<\/h5>\n<p>\u7b2c\u4e8c\u4e2a\u6d4b\u8bd5&#xff0c;\u8003TypeScript\u7684\u6df1\u6c34\u533a\u3002<\/p>\n<p>\u8ba9\u5b83\u5b9e\u73b0DeepPartial\u548cGetValueType\u4e24\u4e2a\u9ad8\u7ea7\u7c7b\u578b\u5de5\u5177&#xff0c;\u8fd8\u8981\u5904\u7406\u8fb9\u754c\u60c5\u51b5\u3002<\/p>\n<p>\u8fd9\u4e1c\u897f\u5e73\u65f6\u5199\u4e1a\u52a1\u53ef\u80fd\u7528\u5f97\u5c11&#xff0c;\u4f46\u6700\u80fd\u770b\u51fa\u5bf9TS\u7c7b\u578b\u7cfb\u7edf\u7684\u7406\u89e3\u6df1\u4e0d\u6df1\u3002<\/p>\n<p>\u8fd9\u6b21\u5feb\u591a\u4e86&#xff0c;37\u79d2\u5c31\u51fa\u7ed3\u679c\u3002<\/p>\n<p>DeepPartial\u9012\u5f52\u5904\u7406\u4e86\u5d4c\u5957\u5bf9\u8c61\u548c\u6570\u7ec4&#xff0c;\u8fd8\u7279\u610f\u628a\u51fd\u6570\u7c7b\u578b\u5355\u72ec\u62ce\u51fa\u6765\u4e0d\u9012\u5f52\u3002<\/p>\n<p>\u61c2\u7684\u90fd\u61c2&#xff0c;\u5f88\u591a\u4eba\u624b\u5199\u8fd9\u4e2a\u90fd\u4f1a\u8e29\u51fd\u6570\u4e5f\u662fobject\u7684\u5751\u3002<\/p>\n<p>GetValueType\u4e5f\u5199\u5f97\u5f88\u6807\u51c6&#xff0c;\u8fd8\u914d\u4e86\u5b9e\u9645\u4e1a\u52a1\u573a\u666f\u7684\u4f8b\u5b50\u3002<\/p>\n<p>\u8fd9\u4e00\u8f6e\u4e0b\u6765&#xff0c;TS\u529f\u5e95\u662f\u8fc7\u5173\u7684\u3002<\/p>\n<h5>2.3 \u7b2c\u4e09\u5173&#xff1a;Bug\u4fee\u590d\u80fd\u529b<\/h5>\n<p>\u7b2c\u4e09\u4e2a\u6d4b\u8bd5&#xff0c;\u4e5f\u662f\u5e73\u65f6\u7528\u5f97\u6700\u591a\u7684\u573a\u666f\u2014\u2014\u4feeBug\u3002<\/p>\n<p>\u7ed9\u4e86\u4e00\u6bb5\u7ecf\u5178\u7684\u6709\u5751\u7684React\u4ee3\u7801&#xff0c;\u91cc\u9762\u85cf\u4e86\u4e09\u4e2a\u5e38\u89c1Bug\u3002\u5c31\u662f\u90a3\u79cdcode review\u5929\u5929\u89c1&#xff0c;\u65b0\u624b\u5fc5\u8e29\u7684\u5751\u3002<\/p>\n<p>\u8fd9\u6b21\u8dd1\u4e86\u6574\u6574182\u79d2&#xff0c;\u4e09\u5206\u949f\u591a\u3002\u6211\u90fd\u4ee5\u4e3a\u5b83\u5361\u4f4f\u4e86\u3002<\/p>\n<p>\u7ed3\u679c\u51fa\u6765\u6211\u6709\u70b9\u60ca\u8bb6\u3002<\/p>\n<p>\u4e09\u4e2aBug\u5168\u627e\u51fa\u6765\u4e86&#xff1a;useEffect\u4f9d\u8d56\u6570\u7ec4\u6f0f\u4e86userId\u3001\u6ca1\u6709\u8bf7\u6c42\u6e05\u7406\u3001\u7528index\u5f53key\u3002<\/p>\n<p>\u4e0d\u5149\u627e\u51fa\u6765\u4e86&#xff0c;\u4fee\u590d\u7684\u65f6\u5019\u8fd8\u4e3b\u52a8\u52a0\u4e86AbortController\u5904\u7406\u7ade\u6001&#xff0c;\u52a0\u4e86HTTP\u72b6\u6001\u7801\u68c0\u67e5&#xff0c;\u52a0\u4e86\u9519\u8bef\u72b6\u6001\u5c55\u793a\u3002<\/p>\n<p>\u751a\u81f3\u8fdeAbortError\u8981\u9759\u9ed8\u5904\u7406\u90fd\u60f3\u5230\u4e86\u3002<\/p>\n<p>\u8bf4\u771f\u7684&#xff0c;\u5f88\u591a\u5de5\u4f5c\u4e24\u4e09\u5e74\u7684\u524d\u7aef&#xff0c;\u4feeBug\u90fd\u4e0d\u4f1a\u8003\u8651\u8fd9\u4e48\u5468\u5168\u3002\u4e09\u5206\u949f\u7b49\u5f97\u503c\u3002<\/p>\n<h5>2.4 \u7b2c\u56db\u5173&#xff1a;Agent\u591a\u6b65\u9aa4\u642d\u9879\u76ee<\/h5>\n<p>\u6700\u540e\u4e00\u4e2a\u6d4b\u8bd5&#xff0c;Agent\u591a\u6b65\u9aa4\u4efb\u52a1\u3002<\/p>\n<p>\u8ba9\u5b83\u4ece\u96f6\u642d\u4e00\u4e2aReact&#043;Vite&#043;TS\u9879\u76ee&#xff0c;\u5e26\u8def\u7531\u3001API\u5c01\u88c5\u3001\u9875\u9762&#xff0c;\u4e00\u6b65\u6b65\u6765&#xff0c;\u6bcf\u4e2a\u6587\u4ef6\u7ed9\u5b8c\u6574\u4ee3\u7801\u3002<\/p>\n<p>\u5c31\u662f\u5e73\u65f6\u521d\u59cb\u5316\u9879\u76ee\u90a3\u4e00\u5957\u6d3b&#xff0c;\u6700\u8003\u9a8c\u8de8\u6587\u4ef6\u7684\u4e00\u81f4\u6027\u3002<\/p>\n<p>\u82b1\u4e86154\u79d2&#xff0c;\u8f93\u51fa\u4e86\u5b8c\u6574\u7684\u642d\u5efa\u6b65\u9aa4\u3002<\/p>\n<p>\u4ece\u9879\u76ee\u521d\u59cb\u5316\u3001\u7c7b\u578b\u5b9a\u4e49\u3001API\u5c01\u88c5\u5230\u8def\u7531\u914d\u7f6e\u3001\u4e24\u4e2a\u9875\u9762&#xff0c;\u4e00\u6b65\u6ca1\u843d\u3002<\/p>\n<p>\u7ec6\u8282\u4e5f\u5230\u4f4d\u4e86&#xff0c;HashRouter\u6ca1\u5199\u9519&#xff0c;API\u91cc\u7559\u4e86AbortSignal\u53c2\u6570&#xff0c;\u6bcf\u4e2a\u9875\u9762\u90fd\u505a\u4e86\u8bf7\u6c42\u6e05\u7406\u548c\u72b6\u6001\u5904\u7406\u3002<\/p>\n<p>\u6700\u96be\u5f97\u7684\u662f&#xff0c;\u4ee3\u7801\u98ce\u683c\u4ece\u5934\u5230\u5c3e\u662f\u7edf\u4e00\u7684&#xff0c;AbortController\u7684\u7528\u6cd5\u5728\u597d\u51e0\u4e2a\u6587\u4ef6\u91cc\u90fd\u662f\u4e00\u4e2a\u6a21\u5f0f\u3002\u4e0d\u662f\u4e1c\u62fc\u897f\u51d1\u51d1\u51fa\u6765\u7684\u4ee3\u7801\u3002<\/p>\n<p>\u8fd9\u4e00\u70b9\u633a\u96be\u5f97\u7684\u3002<\/p>\n<h4>3. \u8ddf\u4e3b\u6d41\u6a21\u578b\u63b0\u63b0\u624b\u8155<\/h4>\n<h5>3.1 \u80fd\u529b\u4e0a\u5404\u6709\u80dc\u8d1f<\/h5>\n<p>\u6d4b\u5b8c\u4e86&#xff0c;\u4e5f\u8ddf\u5e02\u9762\u4e0a\u4e3b\u6d41\u7684\u6a21\u578b\u6bd4\u4e00\u6bd4\u3002<\/p>\n<p>\u7eaf\u770bAgent\u8dd1\u5206&#xff0c;Terminal Bench\u4e0a\u8ddfClaude Fable 5\u57fa\u672c\u6253\u5e73&#xff0c;DeepSWE\u8fd8\u9886\u5148\u4e00\u70b9\u3002<\/p>\n<p>\u4e2d\u6587\u573a\u666f\u7684\u8bdd&#xff0c;Kimi K3\u5206\u6570\u66f4\u9ad8\u4e00\u70b9&#xff0c;\u4f46\u5b83\u7684Agent\u80fd\u529b\u6570\u636e\u6ca1\u516c\u5f00&#xff0c;\u4e0d\u597d\u76f4\u63a5\u6bd4\u3002<\/p>\n<p>\u6574\u4f53\u6765\u8bf4&#xff0c;\u7b2c\u4e00\u68af\u961f\u7684\u6c34\u5e73\u662f\u7a33\u7684\u3002<\/p>\n<h5>3.2 \u4ef7\u683c\u5dee\u4e86\u4e00\u4e2a\u6b21\u5143<\/h5>\n<p>\u4ef7\u683c\u8fd9\u5757&#xff0c;\u624d\u662fDeepSeek\u7684\u6740\u62db\u3002<\/p>\n<p>\u6211\u7ed9\u4f60\u4eec\u7b97\u7b14\u8d26\u3002<\/p>\n<p>\u8f93\u5165\u6bcf\u767e\u4e07token3\u5757&#xff0c;\u8f93\u51fa6\u5757\u3002Claude Fable 5\u8f93\u5165\u5dee\u4e0d\u591a108&#xff0c;\u8f93\u51fa540\u3002\u5dee\u4e8636\u500d\u523090\u500d\u3002<\/p>\n<p>\u540c\u6837\u8dd1\u4e00\u4e2a\u590d\u6742\u4efb\u52a1&#xff0c;Claude\u8981\u82b160\u591a\u5757&#xff0c;DeepSeek\u53ea\u89817\u6bdb5\u3002<\/p>\n<p>\u5565\u6982\u5ff5&#xff1f;\u4f60\u7528Claude\u4e00\u5929\u7684\u94b1&#xff0c;\u7528DeepSeek\u80fd\u7528\u4e09\u4e2a\u6708\u3002\u4eba\u5bb6\u70b9\u4e00\u676f\u5976\u8336\u7684\u94b1&#xff0c;\u4f60\u80fd\u8dd1\u4e00\u4e2a\u6708\u7684API\u3002<\/p>\n<p>\u8bf4\u53e5\u4ef7\u683c\u5c60\u592b\u771f\u4e0d\u662f\u5439&#xff0c;\u8fd9\u662f\u76f4\u63a5\u628a\u884c\u4e1a\u5e95\u4ef7\u6253\u7a7f\u4e86\u3002<\/p>\n<h5>3.3 \u524d\u7aef\u4eba\u600e\u4e48\u9009\u66f4\u5212\u7b97<\/h5>\n<p>\u7ed9\u524d\u7aef\u670b\u53cb\u8bf4\u70b9\u5b9e\u5728\u7684\u9009\u578b\u5efa\u8bae\u3002<\/p>\n<p>\u5e73\u65f6\u5199\u4ee3\u7801\u8865\u4e2a\u5168\u3001\u5feb\u901f\u751f\u6210\u70b9\u5c0f\u4ee3\u7801&#xff0c;\u7528\u4f4e\u6863\u6a21\u5f0f\u6216\u8005\u4e13\u95e8\u7684\u8865\u5168\u5de5\u5177\u5c31\u884c&#xff0c;\u9ad8\u6863\u592a\u6162\u3002<\/p>\n<p>\u590d\u6742\u7ec4\u4ef6\u3001\u7591\u96beBug\u4fee\u590d&#xff0c;\u5f00\u9ad8\u6863\u8ba9\u5b83\u6162\u6162\u7422\u78e8&#xff0c;\u8d28\u91cf\u6709\u4fdd\u969c\u3002<\/p>\n<p>\u8981\u662f\u5927\u578b\u9879\u76ee\u91cd\u6784\u3001\u9700\u8981\u5168\u5c40\u7406\u89e3\u4ee3\u7801&#xff0c;\u9884\u7b97\u591f\u5c31\u4e0aClaude&#xff0c;\u786e\u5b9e\u7a33\u3002\u9884\u7b97\u6709\u9650DeepSeek\u4e5f\u5b8c\u5168\u591f\u7528\u3002<\/p>\n<p>\u56fd\u5185\u9879\u76ee\u3001\u4e2d\u6587\u6587\u6863\u591a\u7684&#xff0c;\u4f18\u5148\u9009\u56fd\u4ea7\u6a21\u578b&#xff0c;\u7406\u89e3\u66f4\u987a\u3002<\/p>\n<p>\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f&#xff0c;DeepSeek\u76ee\u524d\u662f\u6027\u4ef7\u6bd4\u5929\u82b1\u677f&#xff0c;\u6ca1\u4ec0\u4e48\u4e89\u8bae\u3002<\/p>\n<h4>4. \u8bf4\u70b9\u5b9e\u5728\u7684&#xff0c;\u5b83\u4e5f\u4e0d\u662f\u4e07\u80fd\u7684<\/h4>\n<h5>4.1 \u601d\u8003\u8d8a\u6df1&#xff0c;\u7b49\u5f97\u8d8a\u4e45<\/h5>\n<p>\u5f53\u7136\u4e5f\u4e0d\u662f\u6ca1\u7f3a\u70b9\u3002\u6700\u660e\u663e\u7684\u5c31\u662f\u6162\u3002<\/p>\n<p>\u5f00\u9ad8\u6863\u601d\u8003&#xff0c;\u52a8\u4e0d\u52a8\u5c31\u4e24\u4e09\u5206\u949f\u3002\u601d\u8003\u91cf\u8d8a\u5927&#xff0c;\u8017\u65f6\u8d8a\u957f\u3002Bug\u4fee\u590d\u90a3\u6b21\u601d\u8003\u4e86\u4e00\u4e07\u4e00\u5343\u591atoken&#xff0c;\u76f8\u5f53\u4e8e\u5728\u8111\u5b50\u91cc\u5199\u4e86\u7bc7\u4e94\u5343\u5b57\u7684\u5206\u6790\u62a5\u544a\u3002<\/p>\n<p>\u8d28\u91cf\u662f\u4e0a\u53bb\u4e86&#xff0c;\u6025\u6d3b\u80af\u5b9a\u7b49\u4e0d\u4e86\u3002<\/p>\n<p>\u4e09\u6863\u6a21\u5f0f\u5c31\u662f\u5e72\u8fd9\u4e2a\u7528\u7684&#xff0c;\u8be5\u5feb\u5feb\u8be5\u6162\u6162&#xff0c;\u522b\u4ec0\u4e48\u90fd\u5f00\u6700\u9ad8\u6863\u3002<\/p>\n<h5>4.2 \u5b9e\u65f6\u8865\u5168\u5c31\u522b\u6307\u671b\u4e86<\/h5>\n<p>\u8fd8\u6709&#xff0c;\u522b\u6307\u671b\u62ff\u5b83\u5f53IDE\u5b9e\u65f6\u8865\u5168\u5de5\u5177\u3002<\/p>\n<p>\u4f60\u6572\u4e00\u884c\u7b49\u4e09\u5206\u949f&#xff0c;\u9ec4\u74dc\u83dc\u90fd\u51c9\u4e86\u3002<\/p>\n<p>\u8865\u5168\u6709\u4e13\u95e8\u7684\u8f7b\u91cf\u6a21\u578b&#xff0c;\u514d\u8d39\u7684\u4e5f\u6709\u4e0d\u5c11&#xff0c;\u591f\u7528\u3002<\/p>\n<p>V4 Pro\u5c31\u9002\u5408\u62ff\u6765\u5543\u786c\u9aa8\u5934&#xff0c;\u5904\u7406\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<h5>4.3 \u4ef7\u683c\u4f18\u52bf\u662f\u771f\u7684\u6ca1\u6c34\u5206<\/h5>\n<p>\u4f46\u67b6\u4e0d\u4f4f\u4fbf\u5b9c\u554a\u3002<\/p>\n<p>\u6211\u8fd9\u56db\u8f6e\u6d4b\u8bd5&#xff0c;\u4e00\u5171\u82b1\u4e86\u4e09\u4e07\u591atoken\u3002\u7b97\u4e0b\u6765\u624d\u4e00\u6bdb\u591a\u94b1\u3002\u6362Claude\u5f97\u4e94\u5757\u591a\u3002<\/p>\n<p>\u4e00\u4e2a\u6708\u8dd1\u4e00\u5343\u6b21\u8fd9\u79cd\u4efb\u52a1&#xff0c;Claude\u8981\u4e94\u5343\u56db&#xff0c;DeepSeek\u53ea\u8981\u4e00\u767e\u4e09\u3002<\/p>\n<p>\u7701\u4e0b\u6765\u7684\u94b1&#xff0c;\u90fd\u80fd\u6362\u53f0\u65b0\u7535\u8111\u4e86\u3002<\/p>\n<h5>4.4 \u5176\u4ed6\u540c\u884c\u6d4b\u51fa\u6765\u7684\u69fd\u70b9<\/h5>\n<p>\u6211\u4e5f\u770b\u4e86\u770b\u5176\u4ed6\u535a\u4e3b\u7684\u6d4b\u8bd5&#xff0c;\u4ea4\u53c9\u9a8c\u8bc1\u4e00\u4e0b\u3002<\/p>\n<p>\u666e\u904d\u7684\u5171\u8bc6\u662f&#xff0c;\u903b\u8f91\u80fd\u529b\u3001Bug\u6392\u67e5\u5f88\u5f3a&#xff0c;\u504f\u540e\u7aef\u601d\u7ef4\u3002<\/p>\n<p>\u4f46\u524d\u7aefUI\u6e32\u67d3\u3001\u89c6\u89c9\u6548\u679c\u8fd9\u5757&#xff0c;\u786e\u5b9e\u4e0d\u5982Claude\u548cKimi\u3002<\/p>\n<p>\u6211\u6d4b\u7684\u90fd\u662f\u903b\u8f91\u5c42\u9762&#xff0c;\u6240\u4ee5\u8868\u73b0\u4e0d\u9519\u3002\u8981\u662f\u8ba9\u5b83\u5199\u590d\u6742\u7684\u52a8\u753b\u30013D\u6548\u679c&#xff0c;\u9884\u671f\u5f97\u653e\u4f4e\u4e00\u70b9\u3002<\/p>\n<p>\u8fd8\u6709\u5c31\u662f\u6162&#xff0c;\u5927\u5bb6\u90fd\u5410\u69fd\u6162\u3002<\/p>\n<p>\u6bd5\u7adf\u4e00\u5206\u94b1\u4e00\u5206\u8d27&#xff0c;\u82b1\u4e03\u6bdb\u94b1&#xff0c;\u603b\u4e0d\u80fd\u8981\u6c42\u5b83\u53c8\u5feb\u53c8\u597d\u8fd8\u9001\u676f\u5976\u8336\u5427\u3002<\/p>\n<h4>5. 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