{"id":81687,"date":"2026-07-25T03:42:27","date_gmt":"2026-07-24T19:42:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/81687.html"},"modified":"2026-07-25T03:42:27","modified_gmt":"2026-07-24T19:42:27","slug":"%e4%b8%8d%e6%83%b3%e6%af%8f%e6%ac%a1%e9%83%bd%e4%bb%8e%e5%a4%b4%e8%a7%a3%e9%87%8a%ef%bc%9a%e6%88%91%e7%94%a8-doubao-seed-evolving-%e5%81%9a%e4%ba%86%e4%b8%80%e4%b8%aa%e3%80%8c%e7%a8%bf%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/81687.html","title":{"rendered":"\u4e0d\u60f3\u6bcf\u6b21\u90fd\u4ece\u5934\u89e3\u91ca\uff1a\u6211\u7528 Doubao-Seed-Evolving \u505a\u4e86\u4e00\u4e2a\u300c\u7a3f\u4ef6\u63a5\u529b\u7ad9\u300d"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194217-6a63c0196447a.png\" alt=\"86d745fb3428f5dcce99d225090904b5.png\" \/><\/p>\n<p>\u9879\u76ee\u653e\u4e86\u4e24\u5929&#xff0c;\u518d\u6253\u5f00\u76ee\u5f55\u65f6&#xff0c;\u6587\u4ef6\u5176\u5b9e\u90fd\u8fd8\u5728\u3002<\/p>\n<p>\u51e0\u5f20\u6d3b\u52a8\u622a\u56fe\u3001\u51e0\u5f20\u914d\u7f6e\u622a\u56fe\u3001\u4e00\u4efd\u6587\u7ae0\u8349\u7a3f\u3001\u4e00\u4e9b\u4e34\u65f6\u8bb0\u5f55&#xff0c;\u8fd8\u6709\u4e00\u4e2a\u4e0a\u6b21\u968f\u624b\u5199\u4e0b\u7684\u4ea4\u63a5\u6587\u6863\u3002\u95ee\u9898\u662f&#xff0c;\u6587\u4ef6\u5728&#xff0c;\u4e0d\u4ee3\u8868\u4e0a\u4e0b\u6587\u8fd8\u5728\u3002<\/p>\n<p>\u6211\u77e5\u9053\u4e0a\u6b21\u505a\u5230\u54ea\u4e86&#xff0c;\u5927\u6982\u3002\u4f46\u300c\u5927\u6982\u300d\u5bf9\u5199\u4f5c\u548c\u5f00\u53d1\u90fd\u4e0d\u591f\u7528\u3002\u54ea\u5f20\u622a\u56fe\u5bf9\u5e94\u54ea\u4e2a\u7ed3\u8bba&#xff1f;\u54ea\u6761\u914d\u7f6e\u5df2\u7ecf\u9a8c\u8bc1\u8fc7&#xff1f;\u54ea\u4e00\u6bb5\u53ea\u662f\u6d3b\u52a8\u793a\u4f8b&#xff0c;\u4e0d\u80fd\u5199\u6210\u672c\u4eba\u5df2\u7ecf\u5b9e\u73b0\u7684\u529f\u80fd&#xff1f;\u54ea\u4e2a\u5730\u65b9\u6709 API Key\u3001\u8d26\u6237\u4fe1\u606f\u6216\u8005\u4e2a\u4eba\u8def\u5f84&#xff0c;\u53d1\u5e03\u524d\u5fc5\u987b\u906e\u6389&#xff1f;\u8fd9\u4e9b\u5224\u65ad\u5206\u6563\u5728\u6587\u4ef6\u548c\u804a\u5929\u8bb0\u5f55\u91cc&#xff0c;\u6bcf\u6b21\u7ee7\u7eed\u5199&#xff0c;\u90fd\u8981\u91cd\u65b0\u7ffb\u4e00\u904d\u3002<\/p>\n<p>\u5982\u679c\u53ea\u662f\u81ea\u5df1\u4e00\u4e2a\u4eba\u6162\u6162\u5199&#xff0c;\u591a\u82b1\u534a\u5c0f\u65f6\u8fd8\u80fd\u63a5\u53d7\u3002\u4f46\u5f53\u6211\u5f00\u59cb\u7528 AI \u5de5\u5177\u534f\u52a9\u5199\u4f5c\u548c\u5f00\u53d1\u65f6&#xff0c;\u8fd9\u4e2a\u95ee\u9898\u53d8\u5f97\u66f4\u660e\u663e&#xff1a;\u6bcf\u5f00\u4e00\u4e2a\u65b0\u4f1a\u8bdd&#xff0c;\u5c31\u8981\u91cd\u65b0\u89e3\u91ca\u9879\u76ee\u80cc\u666f\u3001\u8d44\u6599\u6765\u6e90\u3001\u6280\u672f\u73af\u5883\u3001\u5df2\u6709\u7ed3\u8bba\u3001\u9690\u79c1\u8fb9\u754c\u548c\u4e0b\u4e00\u6b65\u8ba1\u5212\u3002\u4ea4\u4ee3\u5c11\u4e86&#xff0c;\u6a21\u578b\u4f1a\u91cd\u590d\u505a\u8fc7\u7684\u4e8b&#xff1b;\u4ea4\u4ee3\u591a\u4e86&#xff0c;\u6211\u53c8\u50cf\u662f\u5728\u7ed9\u81ea\u5df1\u7684\u5de5\u4f5c\u8865\u6587\u6863&#xff0c;\u800c\u4e0d\u662f\u63a8\u8fdb\u5de5\u4f5c\u3002<\/p>\n<p>\u524d\u4e24\u5929\u6b63\u597d\u770b\u5230\u8c46\u5305\u7684\u65b0\u6a21\u578b Doubao-Seed-Evolving &#xff0c;\u6211\u51b3\u5b9a\u628a\u8fd9\u4e2a\u771f\u5b9e\u95ee\u9898\u4ea4\u7ed9\u5b83&#xff0c;\u6765\u770b\u770b\u4ed6\u7684\u5b9e\u9645\u4ee3\u7801\u80fd\u529b\u5982\u4f55&#xff1a;\u505a\u4e00\u4e2a\u672c\u5730\u5de5\u5177&#xff0c;\u628a\u5199\u4f5c\u76ee\u5f55\u91cc\u7684\u622a\u56fe\u3001\u6587\u6863\u3001\u4ee3\u7801\u548c\u6d4b\u8bd5\u7ed3\u679c\u4e00\u952e\u6574\u7406\u6210\u4e00\u4efd\u53ef\u4ee5\u6301\u7eed\u66f4\u65b0\u7684\u4e0a\u4e0b\u6587\u4ea4\u63a5\u6587\u6863\u3002<\/p>\n<p>\u6211\u7ed9\u5b83\u8d77\u4e86\u4e2a\u540d\u5b57&#xff1a;\u7a3f\u4ef6\u63a5\u529b\u7ad9\u3002<\/p>\n<h3>Doubao-Seed-Evolving\u662f\u4ec0\u4e48\u6765\u5934<\/h3>\n<p>Doubao-Seed-Evolving \u662f\u706b\u5c71\u65b9\u821f\u63a8\u51fa\u7684\u9762\u5411 Coding \u548c Agent \u573a\u666f\u7684\u65b0\u6a21\u578b\u3002\u548c\u56fa\u5b9a\u7248\u672c\u6a21\u578b\u4e0d\u540c&#xff0c;\u5b83\u5f3a\u8c03\u6301\u7eed\u6f14\u8fdb&#xff0c;\u9002\u5408\u653e\u5230\u771f\u5b9e\u4efb\u52a1\u91cc\u89c2\u5bdf&#xff1a;\u80fd\u4e0d\u80fd\u8bfb\u61c2\u4e0a\u4e0b\u6587&#xff0c;\u80fd\u4e0d\u80fd\u62c6\u89e3\u5de5\u7a0b\u95ee\u9898&#xff0c;\u80fd\u4e0d\u80fd\u5728\u591a\u8f6e\u4fee\u6539\u4e2d\u4fdd\u6301\u7ea6\u675f&#xff0c;\u80fd\u4e0d\u80fd\u628a\u4ee3\u7801\u3001\u5de5\u5177\u8c03\u7528\u3001\u6d4b\u8bd5\u548c\u7ed3\u679c\u4e32\u8d77\u6765\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194219-6a63c01b1f712.png\" alt=\"image.png\" \/><\/p>\n<p>\u8fd9\u7c7b\u6a21\u578b\u771f\u6b63\u6709\u4ef7\u503c\u7684\u6d4b\u8bd5&#xff0c;\u4e0d\u662f\u95ee\u4e00\u53e5\u300c\u4f60\u662f\u8c01\u300d&#xff0c;\u4e5f\u4e0d\u662f\u8ba9\u5b83\u5199\u4e00\u6bb5\u5b64\u7acb\u4ee3\u7801&#xff0c;\u800c\u662f\u7ed9\u5b83\u4e00\u4e2a\u5e26\u8fb9\u754c\u7684\u4efb\u52a1&#xff1a;<\/p>\n<ul>\n<li>\u76ee\u5f55\u91cc\u65e2\u6709 Markdown&#xff0c;\u4e5f\u6709\u56fe\u7247\u3001\u914d\u7f6e\u622a\u56fe\u548c\u4ee3\u7801\u3002<\/li>\n<li>\u539f\u59cb\u6587\u4ef6\u4e0d\u80fd\u79fb\u52a8\u3001\u5220\u9664\u6216\u8986\u76d6\u3002<\/li>\n<li>\u7ed3\u8bba\u5fc5\u987b\u80fd\u8ffd\u6eaf\u5230\u6765\u6e90\u6587\u4ef6\u3002<\/li>\n<li>\u6d89\u53ca API Key\u3001Token\u3001\u624b\u673a\u53f7\u3001\u90ae\u7bb1\u3001\u4e2a\u4eba\u7edd\u5bf9\u8def\u5f84\u65f6\u8981\u5148\u62e6\u622a\u3002<\/li>\n<li>\u4e8c\u6b21\u8fd0\u884c\u65f6\u8981\u8bc6\u522b\u65b0\u589e\u3001\u4fee\u6539\u548c\u5220\u9664&#xff0c;\u800c\u4e0d\u662f\u6bcf\u6b21\u4ece\u5934\u751f\u6210\u4e00\u904d\u3002<\/li>\n<li>\u6700\u7ec8\u8f93\u51fa\u4e0d\u80fd\u76f4\u63a5\u8986\u76d6\u6b63\u5f0f\u6587\u6863&#xff0c;\u5fc5\u987b\u5148\u7ed9\u7528\u6237\u9884\u89c8\u786e\u8ba4\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e0d\u662f\u4e00\u4e2a\u5f88\u70ab\u7684\u9700\u6c42&#xff0c;\u4f46\u5b83\u5f88\u9002\u5408\u6d4b\u8bd5 Agent\u3002\u56e0\u4e3a\u5b83\u8981\u6c42\u6a21\u578b\u505a\u7684\u4e0d\u662f\u5355\u70b9\u80fd\u529b&#xff0c;\u800c\u662f\u4e00\u6574\u6761\u94fe\u8def&#xff1a;\u7406\u89e3\u9700\u6c42\u3001\u8bbe\u8ba1\u6a21\u5757\u3001\u5199\u4ee3\u7801\u3001\u8dd1\u6d4b\u8bd5\u3001\u6839\u636e\u771f\u5b9e\u53cd\u9988\u7ee7\u7eed\u4f18\u5316&#xff0c;\u6700\u540e\u628a\u7ed3\u679c\u505a\u6210\u53ef\u4ee5\u6301\u7eed\u4f7f\u7528\u7684\u5de5\u5177\u3002<\/p>\n<h3>\u5148\u628a\u6a21\u578b\u63a5\u5165 Claude Code<\/h3>\n<p>\u6211\u4f7f\u7528\u706b\u5c71\u65b9\u821f\u7684 Agent Plan&#xff0c;\u628a Doubao-Seed-Evolving \u63a5\u5165 Claude Code\u3002\u63a5\u5165\u524d&#xff0c;\u6211\u5148\u5728 Agent Plan \u9875\u9762\u786e\u8ba4\u670d\u52a1\u5df2\u7ecf\u5f00\u901a&#xff0c;\u5e76\u5728\u6a21\u578b\u5217\u8868\u91cc\u786e\u8ba4\u53ef\u4ee5\u4f7f\u7528 doubao-seed-evolving\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194219-6a63c01b6b2b8.png\" alt=\"95ef372242e4eea82a8bc815fca9ff45.png\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194220-6a63c01cb9295.png\" alt=\"Agent Plan\u8ba2\u9605\u914d\u7f6e2.png\" \/><\/p>\n<p>\u8fd9\u91cc\u6709\u4e24\u4e2a\u5173\u952e\u914d\u7f6e&#xff1a;<\/p>\n<ul>\n<li>Base URL \u4f7f\u7528\u706b\u5c71\u5b98\u65b9\u63d0\u4f9b\u7684 Anthropic \u517c\u5bb9\u94fe\u8def\u3002<\/li>\n<li>\u6a21\u578b\u540d\u4f7f\u7528 doubao-seed-evolving\u3002<\/li>\n<\/ul>\n<p>\u6211\u8fd9\u6b21\u9a8c\u8bc1\u4e86\u4e24\u79cd\u63a5\u5165\u65b9\u5f0f&#xff1a;\u624b\u52a8\u914d\u7f6e\u548c\u901a\u8fc7 CC Switch \u914d\u7f6e\u3002<\/p>\n<p>\u624b\u52a8\u914d\u7f6e\u65f6&#xff0c;\u53ef\u4ee5\u5728 Claude Code \u7684 settings.json \u91cc\u5199\u5165\u73af\u5883\u53d8\u91cf\u3002\u4e0b\u9762\u53ea\u4fdd\u7559\u7ed3\u6784&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string-property property\">&#034;env&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string-property property\">&#034;ANTHROPIC_BASE_URL&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;https:\/\/ark.cn-beijing.volces.com\/api\/plan&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;ANTHROPIC_AUTH_TOKEN&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u4f60\u7684 Token&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;ANTHROPIC_MODEL&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;doubao-seed-evolving&#034;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u7528 CC Switch \u65b0\u589e Claude \u914d\u7f6e\u3002\u534f\u8bae\u9009\u62e9 Anthropic Messages&#xff0c;Base URL \u586b\u5165\u540c\u4e00\u6761\u5b98\u65b9\u517c\u5bb9\u94fe\u8def&#xff0c;\u8ba4\u8bc1\u5b57\u6bb5\u4f7f\u7528 ANTHROPIC_AUTH_TOKEN&#xff0c;\u6a21\u578b\u540d\u586b doubao-seed-evolving\u3002\u8fd9\u79cd\u65b9\u5f0f\u7684\u597d\u5904\u662f\u5207\u6362\u76f4\u89c2&#xff0c;\u4e0d\u9700\u8981\u9891\u7e41\u6539\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194221-6a63c01d8265b.png\" alt=\"CC Switch\u914d\u7f6e.png\" \/><\/p>\n<p>\u914d\u7f6e\u5b8c\u6210\u540e&#xff0c;\u786e\u8ba4 Claude Code \u72b6\u6001\u680f\u91cc\u663e\u793a\u7684\u6a21\u578b\u540d&#xff0c;\u5e76\u8ba9\u5b83\u5f00\u59cb\u5904\u7406\u5f53\u524d\u76ee\u5f55\u91cc\u7684\u771f\u5b9e\u9700\u6c42\u6587\u6863\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194223-6a63c01f08921.png\" alt=\"Claude code\u8fde\u63a5\u6d4b\u8bd5.png\" \/><\/p>\n<h3>\u6211\u7ed9\u5b83\u7684\u771f\u5b9e\u4efb\u52a1<\/h3>\n<p>\u6211\u5e0c\u671b\u5b83\u5b9e\u73b0\u4e00\u4e2a\u672c\u5730\u5de5\u5177&#xff0c;\u76ee\u6807\u5f88\u660e\u786e&#xff1a;<\/p>\n<p>\u626b\u63cf\u4e00\u4e2a\u5199\u4f5c\u8d44\u6599\u76ee\u5f55&#xff0c;\u628a Markdown\u3001TXT\u3001JSON\u3001Python \u6587\u4ef6\u548c\u56fe\u7247\u8d44\u6599\u6574\u7406\u6210\u7ed3\u6784\u5316\u7d22\u5f15&#xff0c;\u518d\u751f\u6210\u4e00\u4efd\u53ef\u4ee5\u6301\u7eed\u66f4\u65b0\u7684 \u5199\u4f5c\u4e0a\u4e0b\u6587\u4ea4\u63a5.md\u3002<\/p>\n<p>\u8fd9\u4e2a\u5de5\u5177\u7684\u8fb9\u754c\u4e5f\u5f88\u660e\u786e&#xff1a;<\/p>\n<ul>\n<li>\u539f\u59cb\u76ee\u5f55\u9ed8\u8ba4\u53ea\u8bfb&#xff0c;\u4e0d\u79fb\u52a8\u3001\u4e0d\u5220\u9664\u3001\u4e0d\u91cd\u547d\u540d\u539f\u6587\u4ef6\u3002<\/li>\n<li>\u7a0b\u5e8f\u8d1f\u8d23\u6587\u4ef6 manifest\u3001\u54c8\u5e0c\u3001\u589e\u91cf\u6bd4\u8f83\u3001\u654f\u611f\u4fe1\u606f\u521d\u7b5b\u3001\u72b6\u6001\u4fdd\u5b58\u548c\u7248\u672c\u5907\u4efd\u3002<\/li>\n<li>\u6a21\u578b\u8d1f\u8d23\u7406\u89e3\u5185\u5bb9\u3001\u5f52\u7c7b\u4e8b\u5b9e\u3001\u63d0\u70bc\u63a8\u6d4b\u3001\u8bc6\u522b\u5f85\u9a8c\u8bc1\u4e8b\u9879\u3001\u7ed1\u5b9a\u6765\u6e90\u6587\u4ef6\u3002<\/li>\n<li>\u8f93\u51fa\u524d\u7531\u7a0b\u5e8f\u6821\u9a8c\u6765\u6e90\u5b57\u6bb5\u662f\u5426\u6709\u6548\u3002<\/li>\n<li>\u7528\u6237\u786e\u8ba4\u524d&#xff0c;\u4e0d\u8986\u76d6\u6b63\u5f0f\u4ea4\u63a5\u6587\u6863\u3002<\/li>\n<\/ul>\n<p>\u6700\u7ec8\u6211\u8981\u6c42\u5b83\u4fdd\u7559\u4e24\u79cd\u4f7f\u7528\u65b9\u5f0f&#xff1a;\u4e00\u5957\u672c\u5730 Web \u754c\u9762&#xff0c;\u65b9\u4fbf\u6211\u5728\u6d4f\u89c8\u5668\u91cc\u9009\u62e9\u76ee\u5f55\u3001\u67e5\u770b\u7ed3\u679c&#xff1b;\u540c\u65f6\u4fdd\u7559 CLI&#xff0c;\u65b9\u4fbf\u81ea\u52a8\u5316\u6d4b\u8bd5\u3002<\/p>\n<p>\u8fd9\u4e2a\u9700\u6c42\u4e0d\u662f\u4e00\u6b21\u6027\u629b\u7ed9\u6a21\u578b\u7136\u540e\u7b49\u7ed3\u679c\u3002\u6211\u5728 Claude Code \u91cc\u5148\u8ba9\u5b83\u9605\u8bfb\u5f53\u524d\u76ee\u5f55&#xff0c;\u7406\u89e3\u5df2\u6709\u6587\u6863\u548c\u622a\u56fe&#xff0c;\u518d\u8fdb\u5165\u8ba1\u5212\u6a21\u5f0f&#xff0c;\u7ed9\u51fa\u5b9e\u73b0\u65b9\u6848&#xff0c;\u7136\u540e\u5206\u9636\u6bb5\u52a8\u624b\u5199\u4ee3\u7801\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194223-6a63c01f9f734.png\" alt=\"\u5f00\u59cb\u5f00\u53d1.png\" \/><\/p>\n<h3>\u4ece\u8ba1\u5212\u5230\u4ee3\u7801&#xff1a;\u5b83\u5f00\u59cb\u628a\u5de5\u5177\u642d\u8d77\u6765<\/h3>\n<p>\u771f\u6b63\u8fdb\u5165\u5f00\u53d1\u540e&#xff0c;Seed Evolving \u6ca1\u6709\u53ea\u5199\u4e00\u4e2a\u5927\u6587\u4ef6\u7cca\u4f4f\u529f\u80fd&#xff0c;\u800c\u662f\u628a\u9879\u76ee\u62c6\u6210\u4e86\u51e0\u4e2a\u76f8\u5bf9\u6e05\u6670\u7684\u6a21\u5757\u3002<\/p>\n<p>\u4ece\u5f00\u53d1\u8fc7\u7a0b\u91cc\u53ef\u4ee5\u770b\u5230&#xff0c;\u5b83\u5148\u5efa\u7acb\u4e86\u9879\u76ee\u7ed3\u6784&#xff0c;\u7136\u540e\u5f00\u59cb\u5199\u6838\u5fc3\u6a21\u5757&#xff1a;<\/p>\n<ul>\n<li>core\/scanner.py&#xff1a;\u8d1f\u8d23\u76ee\u5f55\u626b\u63cf\u3001\u6587\u4ef6\u7c7b\u578b\u8bc6\u522b\u3001\u54c8\u5e0c\u8ba1\u7b97\u548c manifest\u3002<\/li>\n<li>core\/sensitive.py&#xff1a;\u8d1f\u8d23 API Key\u3001Token\u3001\u624b\u673a\u53f7\u3001\u90ae\u7bb1\u3001Windows \u7edd\u5bf9\u8def\u5f84\u7b49\u654f\u611f\u4fe1\u606f\u68c0\u6d4b\u3002<\/li>\n<li>core\/analyzer.py&#xff1a;\u8d1f\u8d23\u8c03\u7528\u6a21\u578b\u63a5\u53e3&#xff0c;\u628a\u6587\u672c\u548c\u56fe\u7247\u5185\u5bb9\u4ea4\u7ed9\u6a21\u578b\u5206\u6790\u3002<\/li>\n<li>core\/generator.py&#xff1a;\u8d1f\u8d23\u628a\u7ed3\u6784\u5316\u7ed3\u679c\u751f\u6210 Markdown \u4ea4\u63a5\u6587\u6863\u3002<\/li>\n<li>web\/server.py&#xff1a;\u8d1f\u8d23\u63d0\u4f9b Web \u63a5\u53e3\u3002<\/li>\n<li>main.py&#xff1a;\u8d1f\u8d23 CLI \u5165\u53e3\u3001Web \u542f\u52a8\u548c\u6d4b\u8bd5\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194223-6a63c01fdf65f.png\" alt=\"\u5f00\u53d1\u8fc7\u7a0b.png\" \/><\/p>\n<h4>\u4e09\u6bb5\u4ee3\u7801&#xff0c;\u770b\u5b83\u5982\u4f55\u628a\u9700\u6c42\u843d\u5230\u5de5\u7a0b\u5b9e\u73b0<\/h4>\n<p>\u6bd4\u8d77\u53ea\u770b Claude Code \u4e0d\u65ad\u521b\u5efa\u6587\u4ef6&#xff0c;\u6838\u5fc3\u4ee3\u7801\u66f4\u80fd\u8bf4\u660e\u6a21\u578b\u600e\u6837\u628a\u9700\u6c42\u843d\u5230\u5b9e\u9645\u5de5\u7a0b\u4e2d\u3002\u6211\u4ece\u9879\u76ee\u91cc\u9009\u4e86\u4e09\u6bb5\u6709\u4ee3\u8868\u6027\u7684\u5b9e\u73b0\u3002\u5b83\u4eec\u4e0d\u590d\u6742&#xff0c;\u4f46\u5206\u522b\u5bf9\u5e94\u4e86\u8fd9\u4e2a\u5de5\u5177\u6700\u91cd\u8981\u7684\u4e09\u4e2a\u7ea6\u675f&#xff1a;\u589e\u91cf\u5904\u7406\u3001\u56fe\u7247\u8f93\u5165\u548c\u4e8b\u5b9e\u6765\u6e90\u6821\u9a8c\u3002\u4ee5\u4e0b\u4ee3\u7801\u5747\u6765\u81ea\u5b9e\u9645\u9879\u76ee&#xff0c;\u5c55\u793a\u65f6\u7701\u7565\u4e86\u90e8\u5206\u7c7b\u578b\u6807\u6ce8\u548c\u5f02\u5e38\u5904\u7406\u3002<\/p>\n<p>\u7b2c\u4e00\u6bb5\u662f\u589e\u91cf\u626b\u63cf\u3002 \u7a0b\u5e8f\u4e0d\u4f1a\u53ea\u6bd4\u8f83\u4fee\u6539\u65f6\u95f4&#xff0c;\u800c\u662f\u4e3a\u6587\u4ef6\u8ba1\u7b97 SHA-256 \u54c8\u5e0c&#xff0c;\u518d\u5bf9\u65b0\u65e7 manifest \u505a\u96c6\u5408\u6bd4\u8f83&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">compare_manifests<\/span><span class=\"token punctuation\">(<\/span>old_manifest<span class=\"token punctuation\">,<\/span> new_manifest<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    old_paths <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">(<\/span>old_manifest<span class=\"token punctuation\">.<\/span>keys<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    new_paths <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">(<\/span>new_manifest<span class=\"token punctuation\">.<\/span>keys<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    added <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">(<\/span>new_paths <span class=\"token operator\">&#8211;<\/span> old_paths<span class=\"token punctuation\">)<\/span><br \/>\n    deleted <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">(<\/span>old_paths <span class=\"token operator\">&#8211;<\/span> new_paths<span class=\"token punctuation\">)<\/span><\/p>\n<p>    modified<span class=\"token punctuation\">,<\/span> unchanged <span class=\"token operator\">&#061;<\/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 keyword\">for<\/span> path <span class=\"token keyword\">in<\/span> old_paths <span class=\"token operator\">&amp;<\/span> new_paths<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> old_manifest<span class=\"token punctuation\">[<\/span>path<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content_hash&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">!&#061;<\/span> new_manifest<span class=\"token punctuation\">[<\/span>path<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content_hash&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            modified<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>path<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            unchanged<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>path<span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">sorted<\/span><span class=\"token punctuation\">(<\/span>added<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">sorted<\/span><span class=\"token punctuation\">(<\/span>modified<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">sorted<\/span><span class=\"token punctuation\">(<\/span>deleted<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">sorted<\/span><span class=\"token punctuation\">(<\/span>unchanged<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5bf9\u5e94\u754c\u9762\u91cc\u7684\u300c\u65b0\u589e\u3001\u4fee\u6539\u3001\u5220\u9664\u300d\u7edf\u8ba1\u3002\u5b83\u8bf4\u660e\u6a21\u578b\u6ca1\u6709\u628a\u589e\u91cf\u66f4\u65b0\u7406\u89e3\u6210\u4e00\u53e5\u4ea7\u54c1\u6587\u6848&#xff0c;\u800c\u662f\u843d\u5b9e\u6210\u4e86\u53ef\u6d4b\u8bd5\u7684\u6570\u636e\u7ed3\u6784\u548c\u6bd4\u8f83\u903b\u8f91\u3002<\/p>\n<p>\u7b2c\u4e8c\u6bb5\u662f\u56fe\u7247\u8fdb\u5165\u6a21\u578b\u7684\u65b9\u5f0f\u3002 \u56fe\u7247\u5148\u4ee5\u4e8c\u8fdb\u5236\u8bfb\u53d6\u5e76\u8f6c\u6210 Base64&#xff0c;\u518d\u6309\u7167\u591a\u6a21\u6001\u6d88\u606f\u683c\u5f0f\u52a0\u5165\u8bf7\u6c42&#xff1a;<\/p>\n<p>base64_data <span class=\"token operator\">&#061;<\/span> base64<span class=\"token punctuation\">.<\/span>b64encode<span class=\"token punctuation\">(<\/span>img_data<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>decode<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;utf-8&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nfile_data <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;image&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;path&#034;<\/span><span class=\"token punctuation\">:<\/span> rel_path<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;base64&#034;<\/span><span class=\"token punctuation\">:<\/span> base64_data<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;mime_type&#034;<\/span><span class=\"token punctuation\">:<\/span> mime_type<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>user_content<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;image_url&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;image_url&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;url&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;data:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>file_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;mime_type&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">;base64,<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>file_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;base64&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u9879\u76ee\u91cc\u8fd8\u8bbe\u7f6e\u4e86\u5355\u6587\u4ef6 100 KB\u3001\u603b\u6587\u672c\u5185\u5bb9 200 KB \u7684\u9650\u5236&#xff0c;\u907f\u514d\u4e0d\u52a0\u63a7\u5236\u5730\u628a\u6574\u4e2a\u76ee\u5f55\u585e\u8fdb\u4e00\u6b21\u8bf7\u6c42\u3002\u76f8\u6bd4\u53ea\u5199\u4e00\u53e5\u300c\u652f\u6301\u591a\u6a21\u6001\u300d&#xff0c;\u8fd9\u6bb5\u5b9e\u73b0\u66f4\u80fd\u8bf4\u660e\u56fe\u7247\u662f\u600e\u6837\u771f\u6b63\u8fdb\u5165\u5206\u6790\u94fe\u8def\u7684\u3002<\/p>\n<p>\u7b2c\u4e09\u6bb5\u662f\u6765\u6e90\u6821\u9a8c\u3002 \u9664\u4e86\u5728\u63d0\u793a\u8bcd\u4e2d\u8981\u6c42\u6a21\u578b\u4e3a\u4e8b\u5b9e\u6807\u6ce8\u6765\u6e90&#xff0c;\u7a0b\u5e8f\u8fd8\u4f1a\u68c0\u67e5 source \u662f\u5426\u771f\u7684\u5b58\u5728\u4e8e\u672c\u6b21\u5141\u8bb8\u5206\u6790\u7684\u6587\u4ef6\u5217\u8868\u91cc&#xff1a;<\/p>\n<p>valid_sources_set <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">(<\/span>valid_sources<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">for<\/span> fact <span class=\"token keyword\">in<\/span> result<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;confirmed_facts&#034;<\/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 keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>fact<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">continue<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token string\">&#034;content&#034;<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> fact <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;source&#034;<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> fact<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">continue<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> fact<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;source&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token keyword\">in<\/span> valid_sources_set<span class=\"token punctuation\">:<\/span><br \/>\n        validated<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;confirmed_facts&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>fact<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;source&#034;<\/span><span class=\"token punctuation\">:<\/span> fact<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;source&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u662f\u6574\u4e2a\u5de5\u5177\u91cc\u6211\u5f88\u559c\u6b22\u7684\u4e00\u5904\u8bbe\u8ba1&#xff1a;\u8ba9\u6a21\u578b\u8d1f\u8d23\u7406\u89e3&#xff0c;\u8ba9\u7a0b\u5e8f\u8d1f\u8d23\u9a8c\u8bc1&#xff0c;\u5f62\u6210\u4e24\u5c42\u4fdd\u969c\u3002\u53ea\u6709\u80fd\u591f\u5339\u914d\u771f\u5b9e\u6587\u4ef6\u8def\u5f84\u7684\u7ed3\u679c\u624d\u4f1a\u8fdb\u5165\u4ea4\u63a5\u6587\u6863&#xff0c;\u8fd9\u6bd4\u5355\u7eaf\u8ffd\u6c42\u300c\u751f\u6210\u5f97\u50cf\u4e0d\u50cf\u300d\u66f4\u63a5\u8fd1\u771f\u5b9e\u5de5\u7a0b\u3002<\/p>\n<p>\u6211\u6bd4\u8f83\u5728\u610f\u7684\u4e00\u70b9\u662f&#xff0c;\u5b83\u5f88\u65e9\u5c31\u628a\u5b89\u5168\u8fb9\u754c\u7eb3\u5165\u4e86\u6574\u4f53\u8bbe\u8ba1\u3002\u654f\u611f\u4fe1\u606f\u68c0\u6d4b\u5728\u9879\u76ee\u642d\u5efa\u9636\u6bb5\u5c31\u88ab\u62c6\u6210\u4e86\u72ec\u7acb\u6a21\u5757\u3002\u6b63\u5219\u89c4\u5219\u8986\u76d6\u4e86\u5e38\u89c1\u7684 API Key\u3001Token\u3001\u624b\u673a\u53f7\u3001\u90ae\u7bb1\u548c Windows \u7edd\u5bf9\u8def\u5f84\u3002\u5bf9\u5199\u4f5c\u7d20\u6750\u6574\u7406\u5de5\u5177\u6765\u8bf4&#xff0c;\u8fd9\u4e00\u70b9\u5f88\u91cd\u8981&#xff0c;\u56e0\u4e3a\u622a\u56fe\u548c\u914d\u7f6e\u6587\u6863\u91cc\u7ecf\u5e38\u4f1a\u6df7\u5165\u4e0d\u9002\u5408\u516c\u5f00\u7684\u5185\u5bb9\u3002<\/p>\n<h3>\u5de5\u5177\u8dd1\u8d77\u6765\u4e86<\/h3>\n<p>\u5f00\u53d1\u5b8c\u6210\u540e&#xff0c;Claude Code \u91cc\u542f\u52a8\u4e86 Web \u670d\u52a1&#xff1a;<\/p>\n<p>python main.py <span class=\"token parameter variable\">&#8211;web<\/span> <span class=\"token parameter variable\">&#8211;port<\/span> <span class=\"token number\">8005<\/span><\/p>\n<p>\u670d\u52a1\u6b63\u5e38\u542f\u52a8\u5728 8005 \u7aef\u53e3&#xff0c;CLI\u3001Web \u548c\u6d4b\u8bd5\u5165\u53e3\u4e5f\u90fd\u4fdd\u7559\u4e0b\u6765\u3002\u622a\u56fe\u91cc\u8bb0\u5f55\u4e86\u8fd9\u8f6e\u5b9e\u73b0\u5b8c\u6210\u540e\u7684\u529f\u80fd\u6e05\u5355&#xff1a;<\/p>\n<ul>\n<li>\u652f\u6301 Web \u754c\u9762\u548c CLI \u547d\u4ee4\u884c\u4e24\u79cd\u4f7f\u7528\u65b9\u5f0f\u3002<\/li>\n<li>\u652f\u6301\u589e\u91cf\u626b\u63cf&#xff0c;\u901a\u8fc7\u6587\u4ef6\u54c8\u5e0c\u8bc6\u522b\u65b0\u589e\u3001\u4fee\u6539\u548c\u5220\u9664\u3002<\/li>\n<li>\u652f\u6301\u654f\u611f\u4fe1\u606f\u68c0\u6d4b&#xff0c;\u547d\u4e2d\u89c4\u5219\u7684\u6587\u4ef6\u53ef\u4ee5\u8df3\u8fc7&#xff0c;\u4e0d\u4f20\u7ed9\u6a21\u578b\u3002<\/li>\n<li>\u652f\u6301 Markdown\u3001TXT\u3001JSON\u3001Python \u548c PNG\/JPG\/JPEG \u56fe\u7247\u3002<\/li>\n<li>\u652f\u6301\u901a\u8fc7\u6a21\u578b\u63a5\u53e3\u751f\u6210\u7ed3\u6784\u5316\u5206\u6790\u7ed3\u679c\u3002<\/li>\n<li>\u6821\u9a8c\u6a21\u578b\u8fd4\u56de\u7ed3\u679c\u4e2d\u7684\u6765\u6e90\u8def\u5f84\u662f\u5426\u6709\u6548\u3002<\/li>\n<li>\u4fdd\u5b58\u65b0\u4ea4\u63a5\u6587\u6863\u524d\u81ea\u52a8\u5907\u4efd\u65e7\u7248\u672c\u3002<\/li>\n<li>\u63d0\u4f9b\u6a21\u62df\u6a21\u5f0f&#xff0c;\u4e0d\u914d\u7f6e API \u4e5f\u80fd\u6d4b\u8bd5\u5168\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194224-6a63c0204f69e.png\" alt=\"\u5f00\u53d1\u5b8c\u6210.png\" \/><\/p>\n<p>\u5f00\u53d1\u5b8c\u6210\u65f6&#xff0c;Claude Code \u663e\u793a 7 \u4e2a\u6d4b\u8bd5\u7528\u4f8b\u5168\u90e8\u901a\u8fc7\u3002\u4e3a\u4e86\u786e\u8ba4\u622a\u56fe\u4e4b\u5916\u7684\u9879\u76ee\u72b6\u6001&#xff0c;\u6211\u53c8\u5728\u672c\u673a\u6267\u884c\u4e86\u4e00\u6b21 python -m pytest tests -q&#xff0c;\u7ed3\u679c\u662f 7 passed in 0.23s\u3002\u6d4b\u8bd5\u8986\u76d6\u4e86\u76ee\u5f55\u626b\u63cf\u3001\u6587\u4ef6\u54c8\u5e0c\u3001\u589e\u5220\u6539\u5224\u65ad\u3001\u654f\u611f\u6587\u4ef6\u62e6\u622a\u3001Markdown \u751f\u6210&#xff0c;\u4ee5\u53ca\u65e7\u4ea4\u63a5\u6587\u6863\u81ea\u52a8\u5907\u4efd\u3002Claude Code \u754c\u9762\u91cc\u8bb0\u5f55\u7684\u672c\u8f6e\u5f00\u53d1\u8017\u65f6\u7ea6 5 \u5206 13 \u79d2\u3002\u8fd9\u4e2a\u65f6\u95f4\u4e0d\u80fd\u7b80\u5355\u7b49\u540c\u4e8e\u5b8c\u6574\u9879\u76ee\u6210\u672c&#xff0c;\u56e0\u4e3a\u524d\u9762\u8fd8\u6709\u9700\u6c42\u6574\u7406\u548c\u4eba\u5de5\u5224\u65ad&#xff0c;\u4f46\u5b83\u80fd\u8bf4\u660e\u4e00\u70b9&#xff1a;\u5728\u9700\u6c42\u8fb9\u754c\u6e05\u695a\u65f6&#xff0c;Seed Evolving \u63a8\u8fdb\u8fd9\u79cd\u5c0f\u5de5\u5177\u7684\u901f\u5ea6\u5f88\u5feb\u3002<\/p>\n<h3>\u4ece\u300c\u80fd\u8dd1\u300d\u5230\u300c\u66f4\u7a33\u300d&#xff1a;\u628a\u771f\u5b9e\u53cd\u9988\u53d8\u6210\u5de5\u7a0b\u80fd\u529b<\/h3>\n<p>\u7b2c\u4e00\u7248\u5b8c\u6210\u540e&#xff0c;\u76ee\u5f55\u626b\u63cf\u3001\u654f\u611f\u4fe1\u606f\u8bc6\u522b\u548c\u4ea4\u63a5\u6587\u6863\u751f\u6210\u6d41\u7a0b\u5df2\u7ecf\u53ef\u4ee5\u8fd0\u884c\u3002\u63a5\u4e0b\u6765\u6211\u5173\u95ed\u6a21\u62df\u6570\u636e&#xff0c;\u5f00\u59cb\u7528 Doubao-Seed-Evolving \u5bf9\u771f\u5b9e\u76ee\u5f55\u8fdb\u884c\u5206\u6790\u3002<\/p>\n<p>\u8fd9\u6b21\u8f93\u5165\u4e0d\u518d\u662f\u4e00\u4e24\u4e2a\u793a\u4f8b\u6587\u4ef6&#xff0c;\u800c\u662f\u4e00\u4e2a\u5305\u542b 28 \u4e2a\u6587\u6863\u3001\u4ee3\u7801\u6587\u4ef6\u548c\u56fe\u7247\u7684\u5b9e\u9645\u9879\u76ee\u76ee\u5f55\u3002\u626b\u63cf\u9636\u6bb5\u987a\u5229\u5b8c\u6210&#xff0c;\u5e76\u51c6\u786e\u5217\u51fa\u4e86 4 \u4e2a\u53d1\u751f\u4fee\u6539\u7684\u6587\u4ef6&#xff1b;\u8fdb\u5165\u6a21\u578b\u5206\u6790\u9636\u6bb5\u540e&#xff0c;\u754c\u9762\u63d0\u793a The read operation timed out\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194224-6a63c0208aaa7.png\" alt=\"\u4e2d\u95f4\u8fed\u4ee3.png\" \/><\/p>\n<p>\u8fd9\u4e2a\u53cd\u9988\u53cd\u800c\u8ba9\u9879\u76ee\u8fdb\u5165\u4e86\u66f4\u6709\u4ef7\u503c\u7684\u4e00\u8f6e\u8fed\u4ee3\u3002\u56e0\u4e3a\u5b83\u5bf9\u5e94\u7684\u4e0d\u662f\u7b80\u5355\u9875\u9762\u6548\u679c&#xff0c;\u800c\u662f Agent \u5728\u771f\u5b9e\u8d44\u6599\u76ee\u5f55\u4e2d\u5fc5\u987b\u5904\u7406\u7684\u95ee\u9898&#xff1a;\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\u8981\u7edf\u4e00\u8bfb\u53d6&#xff0c;\u56fe\u7247\u8981\u8f6c\u6362\u6210\u591a\u6a21\u6001\u6d88\u606f&#xff0c;\u6587\u672c\u548c\u56fe\u7247\u7684\u8f93\u5165\u89c4\u6a21\u8981\u53d7\u63a7&#xff0c;\u957f\u8bf7\u6c42\u8fd8\u8981\u6709\u660e\u786e\u7684\u8d85\u65f6\u7b56\u7565\u3002<\/p>\n<p>\u6211\u628a\u8fd9\u6b21\u8fd0\u884c\u7ed3\u679c\u7ee7\u7eed\u4ea4\u7ed9 Seed Evolving\u3002\u5b83\u5f88\u5feb\u628a\u53cd\u9988\u843d\u5b9e\u6210\u4e86\u51e0\u9879\u5de5\u7a0b\u4f18\u5316&#xff1a;<\/p>\n<ul>\n<li>\u4e3a\u5355\u4e2a\u6587\u4ef6\u8bbe\u7f6e 100 KB \u7684\u5904\u7406\u4e0a\u9650&#xff0c;\u8d85\u51fa\u8303\u56f4\u7684\u6587\u4ef6\u4e0d\u8fdb\u5165\u672c\u8f6e\u8bf7\u6c42\u3002<\/li>\n<li>\u4e3a\u6587\u672c\u5185\u5bb9\u8bbe\u7f6e 200 KB \u7684\u603b\u9884\u7b97&#xff0c;\u4e3b\u52a8\u63a7\u5236\u5355\u6b21\u8bf7\u6c42\u89c4\u6a21\u3002<\/li>\n<li>\u4e3a\u8fde\u63a5\u5efa\u7acb\u548c\u5b8c\u6574\u5206\u6790\u5206\u522b\u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4&#xff0c;\u7ed9\u591a\u6587\u4ef6\u4efb\u52a1\u7559\u51fa\u8db3\u591f\u7684\u5904\u7406\u7a97\u53e3\u3002<\/li>\n<li>\u9488\u5bf9\u8fde\u63a5\u72b6\u6001\u3001\u8bf7\u6c42\u65f6\u957f\u3001\u63a5\u53e3\u8fd4\u56de\u548c JSON \u89e3\u6790\u63d0\u4f9b\u5206\u7c7b\u6e05\u6670\u7684\u63d0\u793a\u4fe1\u606f\u3002<\/li>\n<li>\u4fdd\u7559\u7ed3\u6784\u5316\u7ed3\u679c\u548c\u6765\u6e90\u8def\u5f84\u6821\u9a8c&#xff0c;\u8ba9\u4f18\u5316\u540e\u7684\u94fe\u8def\u4ecd\u7136\u9075\u5b88\u6700\u521d\u7ea6\u675f\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194225-6a63c0212e066.png\" alt=\"image.png\" \/><\/li>\n<\/ul>\n<p>\u6211\u6bd4\u8f83\u559c\u6b22\u8fd9\u4e00\u8f6e\u7684\u5730\u65b9&#xff0c;\u662f Seed Evolving \u6ca1\u6709\u628a\u53cd\u9988\u5904\u7406\u6210\u4e00\u6b21\u6027\u7684\u8865\u4e01&#xff0c;\u800c\u662f\u987a\u7740\u300c\u6587\u4ef6\u8bfb\u53d6\u3001\u8f93\u5165\u6784\u9020\u3001\u6a21\u578b\u8bf7\u6c42\u3001\u7ed3\u679c\u89e3\u6790\u300d\u8fd9\u6761\u94fe\u8def\u8865\u9f50\u4e86\u4fdd\u62a4\u63aa\u65bd\u3002\u6700\u7ec8\u7248\u672c\u4e0d\u4ec5\u5b8c\u6210\u4e86\u771f\u5b9e\u6a21\u578b\u8c03\u7528&#xff0c;\u4e5f\u6210\u529f\u751f\u6210\u4e86\u5e26\u6765\u6e90\u5f15\u7528\u7684\u4ea4\u63a5\u6587\u6863\u9884\u89c8\u3002<\/p>\n<p>\u8fd9\u6bd4\u4e00\u6b21\u751f\u6210\u51fa\u770b\u4f3c\u5b8c\u6574\u7684\u4ee3\u7801\u66f4\u80fd\u4f53\u73b0 Evolving \u7684\u4ef7\u503c&#xff1a;\u4efb\u52a1\u5728\u8fd0\u884c\u4e2d\u51fa\u73b0\u65b0\u7684\u8fb9\u754c\u540e&#xff0c;\u5b83\u8fd8\u80fd\u7ee7\u7eed\u7406\u89e3\u4e0a\u4e0b\u6587&#xff0c;\u5728\u539f\u6709\u67b6\u6784\u4e0a\u5b8c\u6210\u9488\u5bf9\u6027\u8fed\u4ee3\u3002<\/p>\n<h3>\u6210\u679c\u5c55\u793a&#xff1a;\u7a3f\u4ef6\u63a5\u529b\u7ad9<\/h3>\n<p>\u6700\u7ec8 Web \u754c\u9762\u5f88\u7b80\u5355\u3002\u9876\u90e8\u8f93\u5165\u5199\u4f5c\u5de5\u4f5c\u76ee\u5f55\u8def\u5f84&#xff0c;\u7136\u540e\u70b9\u51fb\u300c\u626b\u63cf\u76ee\u5f55\u300d\u3002\u5de5\u5177\u4f1a\u8bfb\u53d6\u76ee\u5f55\u4e0b\u652f\u6301\u7684\u6587\u4ef6&#xff0c;\u751f\u6210\u626b\u63cf\u7ed3\u679c\u3002<\/p>\n<p>\u5728\u6211\u7684\u6d4b\u8bd5\u76ee\u5f55\u91cc&#xff0c;\u5b83\u8bc6\u522b\u5230&#xff1a;<\/p>\n<ul>\n<li>\u603b\u6587\u4ef6\u6570&#xff1a;31<\/li>\n<li>\u65b0\u589e\u6587\u4ef6&#xff1a;3<\/li>\n<li>\u4fee\u6539\u6587\u4ef6&#xff1a;5<\/li>\n<li>\u5220\u9664\u6587\u4ef6&#xff1a;0<\/li>\n<\/ul>\n<p>\u4e0b\u9762\u8fd8\u5217\u51fa\u4e86\u5f85\u5206\u6790\u6587\u4ef6&#xff0c;\u5305\u62ec .claude\/settings.local.json\u3001README.md\u3001\u6838\u5fc3\u4ee3\u7801\u6587\u4ef6\u548c\u591a\u5f20\u4ea4\u6d41\u622a\u56fe\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194225-6a63c02174c65.png\" alt=\"\u6210\u529f\u5c55\u793a1.png\" \/><\/p>\n<p>\u6a21\u578b\u914d\u7f6e\u4e5f\u653e\u5728 Web \u754c\u9762\u91cc\u3002API \u5bc6\u94a5\u4ee5\u63a9\u7801\u5c55\u793a&#xff0c;\u6a21\u578b\u540d\u4f7f\u7528 doubao-seed-evolving\u3002\u8fd9\u91cc\u7684\u8bbe\u8ba1\u91cd\u70b9\u4e0d\u662f\u628a\u5bc6\u94a5\u6301\u4e45\u5316\u4fdd\u5b58&#xff0c;\u800c\u662f\u8ba9\u5f53\u524d\u4f1a\u8bdd\u53ef\u4ee5\u5b8c\u6210\u4e00\u6b21\u5206\u6790\u6d4b\u8bd5\u3002\u9875\u9762\u91cc\u4e5f\u660e\u786e\u63d0\u793a&#xff1a;\u914d\u7f6e\u53ea\u5728\u5f53\u524d\u4f1a\u8bdd\u751f\u6548&#xff0c;\u4e0d\u4f1a\u4e0a\u4f20\u6216\u6301\u4e45\u5316\u5b58\u50a8\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724194225-6a63c021cc822.png\" alt=\"\u6210\u529f\u5c55\u793a2 \u6a21\u578b\u914d\u7f6e.png\" 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\/>\n\u51e0\u5f20\u6d3b\u52a8\u622a\u56fe\u3001\u51e0\u5f20\u914d\u7f6e\u622a\u56fe\u3001\u4e00\u4efd\u6587\u7ae0\u8349\u7a3f\u3001\u4e00\u4e9b\u4e34\u65f6\u8bb0\u5f55&#xff0c;\u8fd8\u6709\u4e00\u4e2a\u4e0a\u6b21\u968f\u624b\u5199\u4e0b\u7684\u4ea4\u63a5\u6587\u6863\u3002\u95ee\u9898\u662f&#xff0c;\u6587\u4ef6\u5728&#xff0c;\u4e0d\u4ee3\u8868\u4e0a\u4e0b\u6587\u8fd8\u5728\u3002<br \/>\n\u6211\u77e5\u9053\u4e0a\u6b21\u505a\u5230\u54ea\u4e86&#xff0c;\u5927\u6982\u3002\u4f46\u300c\u5927\u6982\u300d\u5bf9\u5199\u4f5c\u548c\u5f00\u53d1\u90fd\u4e0d\u591f\u7528\u3002\u54ea\u5f20\u622a\u56fe\u5bf9\u5e94\u54ea\u4e2a\u7ed3\u8bba&#xff1f;\u54ea\u6761\u914d\u7f6e\u5df2\u7ecf\u9a8c\u8bc1\u8fc7&#xff1f;\u54ea\u4e00\u6bb5\u53ea\u662f\u6d3b\u52a8\u793a\u4f8b&#xff0c;\u4e0d\u80fd\u5199\u6210\u672c\u4eba\u5df2\u7ecf\u5b9e\u73b0\u7684\u529f\u80fd&#xff1f;\u54ea\u4e2a\u5730\u65b9\u6709 API 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