{"id":110073,"date":"2026-09-25T20:41:42","date_gmt":"2026-09-25T12:41:42","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110073.html"},"modified":"2026-09-25T20:41:42","modified_gmt":"2026-09-25T12:41:42","slug":"codex-%e8%81%9a%e5%90%88%e6%90%9c%e7%b4%a2%e5%ba%94%e7%94%a8%e5%ae%9e%e6%88%98%ef%bc%9a%e6%84%8f%e5%9b%be%e8%af%86%e5%88%ab%e3%80%81%e5%a4%9a%e6%ba%90%e5%b9%b6%e5%8f%91%e4%b8%8e%e7%bb%93%e6%9e%9c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110073.html","title":{"rendered":"Codex 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\u8ba9\u6a21\u578b\u76f4\u63a5\u5410\u7ed3\u679c\u2014\u2014\u524d\u8005\u6362\u4e2a\u6570\u636e\u6e90\u5c31\u8981\u91cd\u5199&#xff0c;\u540e\u8005\u5b57\u6bb5\u4e0d\u7a33\u3001\u94fe\u63a5\u4f1a\u7f16\u3001\u8d85\u65f6\u65e0\u515c\u5e95&#xff0c;\u79bb\u53ef\u4e0a\u7ebf\u7684\u4ea7\u54c1\u8fd8\u5dee\u5f88\u8fdc\u3002<\/p>\n<p>\u672c\u6587\u5206\u4eab\u4e00\u5957\u7528 Codex \u9a71\u52a8\u5f00\u53d1\u7684\u805a\u5408\u641c\u7d22\u65b9\u6848&#xff1a;\u9002\u914d\u5668\u7edf\u4e00\u6570\u636e\u6e90 &#043; asyncio \u5e76\u53d1\u6293\u53d6 &#043; 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\u70ed\u5ea6\u300d\u56db\u8981\u7d20&#xff0c;\u89c6\u89c9\u4e0e\u4fe1\u606f\u5bc6\u5ea6\u4e00\u81f4\u3002<\/li>\n<li>\u5931\u8d25\u53ef\u5bb9\u5fcd&#xff1a;\u4efb\u4e00\u6570\u636e\u6e90\u8d85\u65f6\u6216\u62a5\u9519&#xff0c;\u5176\u4f59\u6e90\u7167\u5e38\u8fd4\u56de&#xff0c;\u9875\u9762\u9876\u90e8\u53ea\u7559\u4e00\u884c\u964d\u7ea7\u63d0\u793a\u3002<\/li>\n<\/ul>\n<p>**\u6838\u5fc3\u7ed3\u8bba&#xff1a;**\u805a\u5408\u641c\u7d22\u7684\u4ef7\u503c\u4e0d\u5728\u300c\u641c\u5230\u66f4\u591a\u300d&#xff0c;\u800c\u5728\u300c\u5c11\u5207\u6362\u3001\u53ef\u6bd4\u8f83\u300d\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260925124134-6ab66bfed7756.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e8c\u3001\u73af\u5883\u4e0e\u9aa8\u67b6&#xff1a;\u5148\u8ba9 Codex \u8dd1\u901a\u6700\u5c0f\u5de5\u7a0b<\/h3>\n<p>\u5f00\u5de5\u524d\u5148\u628a\u5730\u57fa\u6253\u597d&#xff1a;\u540e\u7aef\u7528 FastAPI&#xff0c;\u6293\u53d6\u7528 httpx&#xff0c;\u8fdb\u7a0b\u4e0e\u4f9d\u8d56\u4ea4\u7ed9 Codex \u4e00\u6b21\u6027\u751f\u6210\u3002<\/p>\n<p><span class=\"token comment\"># \u5efa\u9879\u76ee\u5e76\u88c5\u4f9d\u8d56&#xff08;Python 3.11&#043;&#xff0c;macOS\/Linux \u5747\u53ef&#xff09;<\/span><br \/>\n<span class=\"token function\">mkdir<\/span> agg-search <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token builtin class-name\">cd<\/span> agg-search<br \/>\npython <span class=\"token parameter variable\">-m<\/span> venv .venv <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token builtin class-name\">source<\/span> .venv\/bin\/activate<br \/>\npip <span class=\"token function\">install<\/span> fastapi <span class=\"token string\">&#034;uvicorn[standard]&#034;<\/span> httpx<br \/>\n<span class=\"token function\">mkdir<\/span> <span class=\"token parameter variable\">-p<\/span> app\/sources templates static<\/p>\n<p>\u4f9d\u8d56\u8d8a\u5c11&#xff0c;Codex \u751f\u6210\u7684\u4ee3\u7801\u8d8a\u5c11\u51fa\u9519&#xff0c;\u8c03\u8bd5\u56de\u8def\u4e5f\u8d8a\u77ed\u3002<\/p>\n<p>\u63a5\u7740\u8ba9 Codex \u8865\u4e00\u4e2a\u6700\u5c0f\u53ef\u8dd1\u63a5\u53e3&#xff0c;\u786e\u8ba4\u94fe\u8def\u901a\u4e86\u518d\u5f80\u4e0a\u52a0\u529f\u80fd&#xff0c;\u907f\u514d\u95ee\u9898\u5806\u79ef\u5230\u540e\u671f\u3002<\/p>\n<p><span class=\"token comment\"># app\/main.py&#xff1a;\u6700\u5c0f\u9aa8\u67b6&#xff0c;\u53ea\u8fd4\u56de\u56fa\u5b9a\u7ed3\u679c\u7528\u4e8e\u8054\u8c03<\/span><br \/>\n<span class=\"token keyword\">from<\/span> fastapi <span class=\"token keyword\">import<\/span> FastAPI<br \/>\n<span class=\"token keyword\">from<\/span> fastapi<span class=\"token punctuation\">.<\/span>responses <span class=\"token keyword\">import<\/span> HTMLResponse<\/p>\n<p>app <span class=\"token operator\">&#061;<\/span> FastAPI<span class=\"token punctuation\">(<\/span>title<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;agg-search&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/api\/search&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">search<\/span><span class=\"token punctuation\">(<\/span>q<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;q&#034;<\/span><span class=\"token punctuation\">:<\/span> q<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;items&#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 string\">&#034;took_ms&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/&#034;<\/span><span class=\"token punctuation\">,<\/span> response_class<span class=\"token operator\">&#061;<\/span>HTMLResponse<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">index<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&lt;h1&gt;agg-search&lt;\/h1&gt;&#034;<\/span><\/p>\n<p>\u5148\u8dd1\u901a\u7a7a\u94fe\u8def \u2192 \u518d\u586b\u6570\u636e\u6e90 \u2192 \u6700\u540e\u8c03\u4f53\u9a8c&#xff0c;\u8fd9\u662f\u7528 Codex \u505a\u9879\u76ee\u6700\u7a33\u7684\u8282\u594f\u3002<\/p>\n<h3>\u4e09\u3001\u9700\u6c42\u62c6\u89e3&#xff1a;\u628a\u4e00\u53e5\u8bdd\u9700\u6c42\u53d8\u6210\u4efb\u52a1\u6e05\u5355<\/h3>\n<p>\u7ed9 Codex \u4e0b\u6307\u4ee4\u524d&#xff0c;\u5148\u628a\u9700\u6c42\u5207\u6210\u53ef\u72ec\u7acb\u9a8c\u6536\u7684\u5c0f\u5757&#xff1a;\u9897\u7c92\u5ea6\u8d8a\u7ec6&#xff0c;\u8fd4\u5de5\u8d8a\u5c11\u3002<\/p>\n<ul>\n<li>\u4efb\u52a1\u5207\u7247&#xff1a;\u6570\u636e\u6e90\u63a5\u5165\u3001\u5e76\u53d1\u8c03\u5ea6\u3001\u5b57\u6bb5\u5f52\u4e00\u3001\u53bb\u91cd\u6392\u5e8f\u3001\u524d\u7aef\u6e32\u67d3&#xff0c;\u5404\u81ea\u72ec\u7acb\u6210\u4e00\u4e2a\u53ef\u9a8c\u8bc1\u5355\u5143\u3002<\/li>\n<li>\u9a8c\u6536\u524d\u7f6e&#xff1a;\u6bcf\u4e00\u7247\u90fd\u5148\u5199\u6e05\u300c\u600e\u6837\u7b97\u901a\u8fc7\u300d&#xff0c;\u6bd4\u5982\u300c\u4e24\u4e2a\u6e90\u540c\u65f6\u8d85\u65f6\u4ecd\u80fd\u8fd4\u56de\u7b2c\u4e09\u4e2a\u6e90\u7684 5 \u6761\u7ed3\u679c\u300d\u3002<\/li>\n<li>\u987a\u5e8f\u5b89\u6392&#xff1a;\u5148\u505a\u4e0d\u4f9d\u8d56 UI \u7684\u540e\u7aef\u94fe\u8def&#xff0c;UI \u53ea\u6d88\u8d39 \/api\/search \u7684 JSON&#xff0c;\u4e24\u8fb9\u53ef\u5e76\u884c\u63a8\u8fdb\u3002<\/li>\n<\/ul>\n<p>\u63a8\u8350\u7684\u63a8\u8fdb\u987a\u5e8f\u5982\u4e0b&#xff0c;Codex \u6309\u6b64\u5206\u6279\u751f\u6210\u3001\u4f60\u9010\u6279\u8dd1\u901a&#xff1a;<\/p>\n<table>\n<tr>\u9636\u6bb5\u4ea4\u4ed8\u7269\u9a8c\u6536\u65b9\u5f0f<\/tr>\n<tbody>\n<tr>\n<td>1<\/td>\n<td>\u9002\u914d\u5668\u57fa\u7c7b &#043; \u4e00\u4e2a\u771f\u5b9e\u6e90<\/td>\n<td>\u5355\u6e90\u80fd\u8fd4\u56de\u7ed3\u6784\u5316\u6761\u76ee<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>\u5e76\u53d1\u8c03\u5ea6\u4e0e\u8d85\u65f6<\/td>\n<td>\u591a\u6e90\u5e76\u53d1\u8017\u65f6\u4e0d\u8d85\u8fc7\u6700\u6162\u6e90\u4e0a\u9650<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>\u5f52\u4e00\u4e0e\u53bb\u91cd<\/td>\n<td>\u540c\u4e00\u94fe\u63a5\u53ea\u51fa\u73b0\u4e00\u6b21<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>\u524d\u7aef\u5361\u7247\u4e0e\u52a0\u8f7d\u6001<\/td>\n<td>\u6162\u6e90\u65f6\u4ecd\u6709\u9aa8\u67b6\u5c4f\u4e0e\u964d\u7ea7\u63d0\u793a<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>\u90e8\u7f72\u811a\u672c<\/td>\n<td>\u4e00\u6761\u547d\u4ee4\u8d77\u670d\u52a1\u5e76\u5065\u5eb7\u68c0\u67e5\u901a\u8fc7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>**\u6838\u5fc3\u7ed3\u8bba&#xff1a;**\u9700\u6c42\u4e0d\u5207\u7247&#xff0c;Codex \u7ed9\u7684\u5c31\u662f\u4e00\u5768\u8dd1\u4e0d\u52a8\u7684\u5927\u4ee3\u7801\u3002<\/p>\n<h3>\u56db\u3001\u6570\u636e\u6e90\u63a5\u5165&#xff1a;\u7528\u9002\u914d\u5668\u62b9\u5e73\u63a5\u53e3\u5dee\u5f02<\/h3>\n<p>\u5404\u7ad9\u5b57\u6bb5\u5343\u5dee\u4e07\u522b&#xff0c;\u7528\u4e00\u4e2a\u9002\u914d\u5668\u57fa\u7c7b\u628a\u5dee\u5f02\u5c01\u5728\u6e90\u5185\u90e8&#xff0c;\u4e3b\u6d41\u7a0b\u6c38\u8fdc\u53ea\u89c1\u7edf\u4e00\u7ed3\u6784\u3002<\/p>\n<p><span class=\"token comment\"># app\/sources\/github.py&#xff1a;\u9002\u914d\u5668\u6a21\u5f0f&#xff0c;\u65b0\u6e90\u53ea\u9700\u5b9e\u73b0 search<\/span><br \/>\n<span class=\"token keyword\">import<\/span> httpx<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">BaseSource<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;base&#034;<\/span><br \/>\n    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">search<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> q<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> limit<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><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\">raise<\/span> NotImplementedError<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">GithubSource<\/span><span class=\"token punctuation\">(<\/span>BaseSource<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;github&#034;<\/span><br \/>\n    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">search<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> q<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> limit<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><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\">async<\/span> <span class=\"token keyword\">with<\/span> httpx<span class=\"token punctuation\">.<\/span>AsyncClient<span class=\"token punctuation\">(<\/span>timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">6<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> c<span class=\"token punctuation\">:<\/span><br \/>\n            r <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> c<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token string\">&#034;https:\/\/api.github.com\/search\/repositories&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                params<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;q&#034;<\/span><span class=\"token punctuation\">:<\/span> q<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;per_page&#034;<\/span><span class=\"token punctuation\">:<\/span> limit<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                headers<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;Accept&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;application\/vnd.github&#043;json&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">(<\/span>title<span class=\"token operator\">&#061;<\/span>i<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;full_name&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> url<span class=\"token operator\">&#061;<\/span>i<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;html_url&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                     summary<span class=\"token operator\">&#061;<\/span>i<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                     heat<span class=\"token operator\">&#061;<\/span>i<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;stargazers_count&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> source<span class=\"token operator\">&#061;<\/span>self<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> r<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;items&#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><\/p>\n<p>\u6bcf\u4e2a\u6e90\u53ea\u66b4\u9732\u7edf\u4e00\u7684 search \u51fa\u53e3&#xff0c;\u65b0\u589e\u6765\u6e90\u65f6\u4e3b\u6d41\u7a0b\u4e00\u884c\u90fd\u4e0d\u7528\u6539\u3002<\/p>\n<p>\u5404\u6e90\u7684\u63a5\u5165\u53c2\u6570\u5efa\u8bae\u8fd9\u6837\u5b9a&#xff0c;\u8d85\u65f6\u7edf\u4e00\u4ea4\u7ed9\u4e0a\u4e00\u5c42\u8c03\u5ea6&#xff1a;<\/p>\n<table>\n<tr>\u6570\u636e\u6e90\u63a5\u5165\u65b9\u5f0f\u5355\u6b21\u4e0a\u9650\u8d85\u65f6<\/tr>\n<tbody>\n<tr>\n<td>GitHub<\/td>\n<td>REST API &#043; Token<\/td>\n<td>5 \u6761<\/td>\n<td>6s<\/td>\n<\/tr>\n<tr>\n<td>Stack Overflow<\/td>\n<td>\u5b98\u65b9 API<\/td>\n<td>5 \u6761<\/td>\n<td>6s<\/td>\n<\/tr>\n<tr>\n<td>\u7ad9\u5185\u6587\u6863<\/td>\n<td>\u672c\u5730\u5411\u91cf\u7d22\u5f15<\/td>\n<td>5 \u6761<\/td>\n<td>2s<\/td>\n<\/tr>\n<tr>\n<td>\u7f51\u9875\u641c\u7d22<\/td>\n<td>\u7b2c\u4e09\u65b9\u805a\u5408\u63a5\u53e3<\/td>\n<td>5 \u6761<\/td>\n<td>6s<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>**\u6838\u5fc3\u7ed3\u8bba&#xff1a;**\u5dee\u5f02\u7559\u5728\u9002\u914d\u5668\u91cc&#xff0c;\u4e3b\u6d41\u7a0b\u53ea\u8ba4\u4e00\u79cd\u6761\u76ee\u7ed3\u6784\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260925124136-6ab66c005682f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e94\u3001\u5e76\u53d1\u6293\u53d6&#xff1a;\u7ebf\u7a0b\u6c60\u4e0d\u5982 asyncio \u52a0\u7194\u65ad<\/h3>\n<p>\u4e32\u884c\u8bf7\u6c42\u4f1a\u8ba9\u603b\u8017\u65f6\u7b49\u4e8e\u5404\u6e90\u4e4b\u548c&#xff0c;\u8fd9\u91cc\u7528 asyncio \u5e76\u53d1 &#043; \u5355\u6e90\u8d85\u65f6 \u628a\u8017\u65f6\u538b\u5230\u6700\u6162\u6e90\u9644\u8fd1\u3002<\/p>\n<p><span class=\"token comment\"># app\/fanout.py&#xff1a;\u5e76\u53d1\u6247\u51fa&#xff0c;\u5355\u6e90\u5931\u8d25\u53ea\u8bb0\u65e5\u5fd7\u4e0d\u4e2d\u65ad\u6574\u4f53<\/span><br \/>\n<span class=\"token keyword\">import<\/span> asyncio<span class=\"token punctuation\">,<\/span> logging<br \/>\n<span class=\"token keyword\">from<\/span> app<span class=\"token punctuation\">.<\/span>sources<span class=\"token punctuation\">.<\/span>github <span class=\"token keyword\">import<\/span> BaseSource<\/p>\n<p>logger <span class=\"token operator\">&#061;<\/span> logging<span class=\"token punctuation\">.<\/span>getLogger<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;agg&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">fan_out<\/span><span class=\"token punctuation\">(<\/span>q<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> sources<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span>BaseSource<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> limit<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span><span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    tasks <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>asyncio<span class=\"token punctuation\">.<\/span>wait_for<span class=\"token punctuation\">(<\/span>s<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span>q<span class=\"token punctuation\">,<\/span> limit<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">6<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> s <span class=\"token keyword\">in<\/span> sources<span class=\"token punctuation\">]<\/span><br \/>\n    results <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> asyncio<span class=\"token punctuation\">.<\/span>gather<span class=\"token punctuation\">(<\/span><span class=\"token operator\">*<\/span>tasks<span class=\"token punctuation\">,<\/span> return_exceptions<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    items <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> src<span class=\"token punctuation\">,<\/span> res <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">zip<\/span><span class=\"token punctuation\">(<\/span>sources<span class=\"token punctuation\">,<\/span> results<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>res<span class=\"token punctuation\">,<\/span> Exception<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            logger<span class=\"token punctuation\">.<\/span>warning<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;source_fail %s: %s&#034;<\/span><span class=\"token punctuation\">,<\/span> src<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">,<\/span> res<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">continue<\/span><br \/>\n        items<span class=\"token punctuation\">.<\/span>extend<span class=\"token punctuation\">(<\/span>res<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> items<\/p>\n<p>\u5e76\u53d1\u6247\u51fa \u2192 \u5355\u6e90\u8d85\u65f6 \u2192 \u5f02\u5e38\u964d\u7ea7&#xff0c;\u4e09\u6b65\u4fdd\u8bc1\u9875\u9762\u6c38\u8fdc\u6709\u7ed3\u679c\u53ef\u5c55\u793a\u3002<\/p>\n<p>\u8c03\u4f18\u65f6\u76ef\u4f4f\u8fd9\u51e0\u4e2a\u7ecf\u9a8c\u503c&#xff1a;<\/p>\n<ul>\n<li>\u8d85\u65f6\u4e0a\u9650&#xff1a;\u5355\u6e90 6 \u79d2\u5c01\u9876&#xff0c;\u7528\u6237\u53ef\u611f\u77e5\u7684\u7b49\u5f85\u9608\u503c\u5728 2 \u79d2\u5de6\u53f3&#xff0c;\u8d85\u51fa\u5c31\u8be5\u964d\u7ea7\u3002<\/li>\n<li>\u5e76\u53d1\u6570\u91cf&#xff1a;4~6 \u4e2a\u6e90\u540c\u65f6\u6253&#xff0c;\u8d85\u8fc7\u5bb9\u6613\u88ab\u5bf9\u65b9\u9650\u6d41&#xff0c;\u53cd\u800c\u6574\u4f53\u66f4\u6162\u3002<\/li>\n<li>\u5931\u8d25\u8ba1\u6570&#xff1a;\u8fde\u7eed\u5931\u8d25 3 \u6b21\u7684\u6e90\u672c\u8f6e\u76f4\u63a5\u8df3\u8fc7&#xff0c;\u907f\u514d\u6bcf\u6b21\u90fd\u767d\u7b49\u4e00\u4e2a\u8d85\u65f6\u7a97\u53e3\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260925124137-6ab66c0156028.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u516d\u3001\u7ed3\u679c\u5f52\u4e00&#xff1a;\u5b57\u6bb5\u6620\u5c04\u52a0\u53bb\u91cd\u624d\u6709\u53ef\u6bd4\u6027<\/h3>\n<p>\u6761\u76ee\u6293\u56de\u6765\u4e86\u8fd8\u5f97\u300c\u5bf9\u5f97\u4e0a\u300d&#xff0c;\u5426\u5219\u540c\u4e00\u95ee\u9898\u7684\u4e24\u4e2a\u94fe\u63a5\u4f1a\u5e76\u6392\u91cd\u590d\u51fa\u73b0\u3002<\/p>\n<ul>\n<li>\u5b57\u6bb5\u6620\u5c04&#xff1a;\u628a\u5404\u6e90\u5b57\u6bb5\u7edf\u4e00\u4e3a title \/ url \/ summary \/ heat \/ source \u4e94\u5217&#xff0c;\u7f3a\u5931\u503c\u7ed9\u7a7a\u4e32\u800c\u975e None\u3002<\/li>\n<li>\u53bb\u91cd\u952e&#xff1a;\u4ee5\u89c4\u8303\u5316\u540e\u7684 URL \u53bb\u6389 utm_* \u53c2\u6570\u4f5c\u4e3a key&#xff0c;\u7528\u5b57\u5178\u8986\u76d6&#xff0c;\u5148\u5230\u5148\u5f97\u3002<\/li>\n<li>\u6392\u5e8f\u6743\u91cd&#xff1a;score &#061; \u5f52\u4e00\u5316\u70ed\u5ea6 * 0.6 &#043; \u6e90\u6743\u91cd * 0.4&#xff0c;\u70ed\u5ea6\u8de8\u91cf\u7ea7\u65f6\u5148\u53d6\u5bf9\u6570\u518d\u5f52\u4e00\u3002<\/li>\n<\/ul>\n<table>\n<tr>\u95ee\u9898\u6cbb\u7406<\/tr>\n<tbody>\n<tr>\n<td>\u540c\u4e00\u94fe\u63a5\u5e26\u4e0d\u540c\u8ffd\u8e2a\u53c2\u6570<\/td>\n<td>URL \u89c4\u8303\u5316\u540e\u6309 key \u53bb\u91cd<\/td>\n<\/tr>\n<tr>\n<td>\u67d0\u6e90\u6ca1\u6709\u70ed\u5ea6\u5b57\u6bb5<\/td>\n<td>\u7528\u6e90\u6743\u91cd\u8865\u4f4d&#xff0c;\u4e0d\u586b 0 \u4ee5\u514d\u88ab\u8bef\u5224<\/td>\n<\/tr>\n<tr>\n<td>\u6458\u8981\u8fc7\u957f\u6491\u7834\u5361\u7247<\/td>\n<td>\u622a\u65ad\u5230 120 \u5b57\u5e76\u8865\u7701\u7565\u53f7<\/td>\n<\/tr>\n<tr>\n<td>\u6e90\u987a\u5e8f\u5f71\u54cd\u9996\u5c4f<\/td>\n<td>\u6309 score \u964d\u5e8f&#xff0c;\u540c\u5206\u6309\u6e90\u6743\u91cd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>**\u6838\u5fc3\u7ed3\u8bba&#xff1a;**\u53bb\u91cd\u53d1\u751f\u5728\u6e32\u67d3\u4e4b\u524d&#xff0c;\u524d\u7aef\u53ea\u8d1f\u8d23\u300c\u7167\u5355\u663e\u793a\u300d\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260925124138-6ab66c0245906.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e03\u3001\u641c\u7d22\u610f\u56fe&#xff1a;\u5148\u5224\u7c7b\u578b\u518d\u51b3\u5b9a\u6253\u54ea\u4e9b\u6e90<\/h3>\n<p>\u4e0d\u662f\u6bcf\u6b21\u8bf7\u6c42\u90fd\u8981\u6253\u5168\u90e8\u6e90&#xff0c;\u5148\u505a\u4e00\u5c42\u8f7b\u91cf\u8def\u7531&#xff0c;\u7701\u6d41\u91cf\u4e5f\u7701\u7b49\u5f85\u65f6\u95f4\u3002<\/p>\n<ul>\n<li>\u5173\u952e\u8bcd\u89c4\u5219&#xff1a;\u547d\u4e2d repo\/\u4ee3\u7801\/github \u8d70\u5f00\u53d1\u8005\u6e90&#xff0c;\u547d\u4e2d \u8bba\u6587\/\u6587\u6863 \u8d70\u7ad9\u5185\u7d22\u5f15&#xff0c;\u5176\u4f59\u8d70\u5168\u91cf\u6247\u51fa\u3002<\/li>\n<li>\u7f13\u5b58\u515c\u5e95&#xff1a;\u540c\u4e00 query \u5728 60 \u79d2\u5185\u76f4\u63a5\u547d\u4e2d\u5185\u5b58\u7f13\u5b58&#xff0c;\u56de\u8f66\u8fde\u70b9\u4e0d\u4f1a\u91cd\u590d\u6253\u63a5\u53e3\u3002<\/li>\n<li>\u7a7a\u7ed3\u679c\u56de\u9000&#xff1a;\u9996\u8f6e\u547d\u4e2d\u6e90 0 \u6761\u65f6\u81ea\u52a8\u89e6\u53d1\u5168\u91cf\u6247\u51fa\u4e00\u6b21&#xff0c;\u907f\u514d\u8fc7\u7a84\u7684\u8def\u7531\u628a\u7ed3\u679c\u6390\u6b7b\u3002<\/li>\n<\/ul>\n<p><span class=\"token comment\"># \u610f\u56fe\u8def\u7531 &#043; 60 \u79d2\u7f13\u5b58&#xff1a;\u5148\u5206\u6d41&#xff0c;\u518d\u51b3\u5b9a\u6253\u54ea\u4e9b\u6e90<\/span><br \/>\n<span class=\"token keyword\">import<\/span> time<span class=\"token punctuation\">,<\/span> hashlib<span class=\"token punctuation\">,<\/span> json<\/p>\n<p>CACHE<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">tuple<\/span><span class=\"token punctuation\">[<\/span><span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span><span class=\"token builtin\">dict<\/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 punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\nROUTES <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;repo&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;github&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;doc&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;local_index&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;all&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;*&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">pick_sources<\/span><span class=\"token punctuation\">(<\/span>q<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 builtin\">list<\/span><span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    key <span class=\"token operator\">&#061;<\/span> hashlib<span class=\"token punctuation\">.<\/span>md5<span class=\"token punctuation\">(<\/span>q<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>encode<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>hexdigest<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    hit <span class=\"token operator\">&#061;<\/span> CACHE<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> hit <span class=\"token keyword\">and<\/span> time<span class=\"token punctuation\">.<\/span>time<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span> hit<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">60<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> hit<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    low <span class=\"token operator\">&#061;<\/span> q<span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    route <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;repo&#034;<\/span> <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">any<\/span><span class=\"token punctuation\">(<\/span>w <span class=\"token keyword\">in<\/span> low <span class=\"token keyword\">for<\/span> w <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;repo&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;github&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4ee3\u7801&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#034;all&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> ROUTES<span class=\"token punctuation\">[<\/span>route<span class=\"token punctuation\">]<\/span><\/p>\n<p>\u8def\u7531\u7701\u4e0b\u7684\u662f\u4e00\u534a\u8bf7\u6c42\u91cf&#xff0c;\u7f13\u5b58\u7701\u4e0b\u7684\u662f\u91cd\u590d\u7b49\u5f85\u3002<\/p>\n<h3>\u516b\u3001\u524d\u7aef\u4ea4\u4e92&#xff1a;\u52a0\u8f7d\u6001\u6bd4\u52a8\u753b\u66f4\u91cd\u8981<\/h3>\n<p>\u7ed3\u679c\u8981\u7b49 1~2 \u79d2&#xff0c;\u8fd9\u6bb5\u7a7a\u767d\u671f\u7684\u5904\u7406\u76f4\u63a5\u51b3\u5b9a\u4f53\u9a8c\u597d\u574f\u3002<\/p>\n<ul>\n<li>\u9aa8\u67b6\u5c4f\u5148\u884c&#xff1a;\u70b9\u51fb\u641c\u7d22\u7acb\u523b\u6e32\u67d3 6 \u4e2a\u5360\u4f4d\u5361\u7247&#xff0c;\u6570\u636e\u56de\u6765\u518d\u66ff\u6362&#xff0c;\u675c\u7edd\u767d\u5c4f\u3002<\/li>\n<li>\u964d\u7ea7\u63d0\u793a&#xff1a;failed.length &gt; 0 \u65f6\u9876\u90e8\u663e\u793a\u300c\u90e8\u5206\u6765\u6e90\u6682\u4e0d\u53ef\u7528\u300d&#xff0c;\u4e0d\u5f39\u7a97\u3001\u4e0d\u963b\u65ad\u3002<\/li>\n<li>\u9632\u6296\u8282\u6d41&#xff1a;\u8f93\u5165\u6846 300ms \u9632\u6296\u540e\u624d\u53d1\u8bf7\u6c42&#xff0c;\u8fb9\u6253\u5b57\u8fb9\u8bf7\u6c42\u4f1a\u628a\u540e\u7aef\u6253\u6ee1\u3002<\/li>\n<\/ul>\n<p><span class=\"token comment\">&lt;!&#8211; templates\/index.html&#xff1a;\u6700\u5c0f\u641c\u7d22\u9875&#xff0c;\u7eaf\u539f\u751f JS \u65e0\u6846\u67b6\u4f9d\u8d56 &#8211;&gt;<\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>input<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>q<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">placeholder<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>\u641c\u7d22\u5173\u952e\u8bcd<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token punctuation\">\/&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>button<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>go<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u641c\u7d22<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>button<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>tip<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>list<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>script<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token script\"><span class=\"token language-javascript\"><br \/>\n<span class=\"token keyword\">let<\/span> timer<span class=\"token punctuation\">;<\/span><br \/>\ndocument<span class=\"token punctuation\">.<\/span><span class=\"token function\">querySelector<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#q&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">addEventListener<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;input&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token parameter\">e<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token function\">clearTimeout<\/span><span class=\"token punctuation\">(<\/span>timer<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  timer <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">setTimeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token function\">run<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">.<\/span>target<span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">300<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">run<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">q<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  document<span class=\"token punctuation\">.<\/span><span class=\"token function\">querySelector<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#list&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>innerHTML <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;&lt;div class&#061;&#034;sk&#034;&gt;&lt;\/div&gt;&#039;<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">repeat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">6<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> r <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> <span class=\"token function\">fetch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/api\/search?q&#061;&#039;<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token function\">encodeURIComponent<\/span><span class=\"token punctuation\">(<\/span>q<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">x<\/span> <span class=\"token operator\">&#061;&gt;<\/span> x<span class=\"token punctuation\">.<\/span><span class=\"token function\">json<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  document<span class=\"token punctuation\">.<\/span><span class=\"token function\">querySelector<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#tip&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> r<span class=\"token punctuation\">.<\/span>failed<span class=\"token operator\">?.<\/span>length <span class=\"token operator\">?<\/span> <span class=\"token string\">&#039;\u90e8\u5206\u6765\u6e90\u6682\u4e0d\u53ef\u7528&#039;<\/span> <span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  document<span class=\"token punctuation\">.<\/span><span class=\"token function\">querySelector<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#list&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>innerHTML <span class=\"token operator\">&#061;<\/span> r<span class=\"token punctuation\">.<\/span>items<span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">i<\/span> <span class=\"token operator\">&#061;&gt;<\/span><br \/>\n    <span class=\"token template-string\"><span class=\"token template-punctuation string\">&#096;<\/span><span class=\"token string\">&lt;a class&#061;&#034;card&#034; href&#061;&#034;<\/span><span class=\"token interpolation\"><span class=\"token interpolation-punctuation punctuation\">${<\/span>i<span class=\"token punctuation\">.<\/span>url<span class=\"token interpolation-punctuation punctuation\">}<\/span><\/span><span class=\"token string\">&#034;&gt;&lt;b&gt;<\/span><span class=\"token interpolation\"><span class=\"token interpolation-punctuation punctuation\">${<\/span>i<span class=\"token punctuation\">.<\/span>title<span class=\"token interpolation-punctuation punctuation\">}<\/span><\/span><span class=\"token string\">&lt;\/b&gt;&lt;p&gt;<\/span><span class=\"token interpolation\"><span class=\"token interpolation-punctuation punctuation\">${<\/span>i<span class=\"token punctuation\">.<\/span>summary<span class=\"token interpolation-punctuation punctuation\">}<\/span><\/span><span class=\"token string\">&lt;\/p&gt;&lt;\/a&gt;<\/span><span class=\"token template-punctuation string\">&#096;<\/span><\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">join<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>script<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>\u5148\u7ed9\u5360\u4f4d\u3001\u518d\u7ed9\u6570\u636e\u3001\u6700\u540e\u7ed9\u964d\u7ea7\u6587\u6848&#xff0c;\u4e09\u6b65\u628a\u7b49\u5f85\u671f\u586b\u6ee1\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260925124139-6ab66c032c050.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e5d\u3001\u8d28\u91cf\u5b88\u95e8&#xff1a;\u65e5\u5fd7\u3001\u9650\u6d41\u4e0e\u6392\u9519\u4e09\u4ef6\u5957<\/h3>\n<p>\u4e0a\u7ebf\u524d\u5fc5\u987b\u80fd\u56de\u7b54\u300c\u4e3a\u4ec0\u4e48\u8fd9\u6b21\u53ea\u6709 2 \u6761\u7ed3\u679c\u300d&#xff0c;\u9760\u7684\u662f\u53ef\u67e5\u7684\u65e5\u5fd7\u4e0e\u53ef\u590d\u73b0\u7684\u6392\u9519\u8def\u5f84\u3002<\/p>\n<table>\n<tr>\u73b0\u8c61\u53ef\u80fd\u539f\u56e0\u6392\u67e5\u52a8\u4f5c<\/tr>\n<tbody>\n<tr>\n<td>\u7ed3\u679c\u6052\u4e3a 0<\/td>\n<td>query \u6ca1\u8fdb URL \u6216\u88ab\u7f16\u7801\u7834\u574f<\/td>\n<td>\u6253\u5370\u539f\u59cb q \u4e0e\u7f16\u7801\u540e\u5b57\u7b26\u4e32<\/td>\n<\/tr>\n<tr>\n<td>\u67d0\u6e90\u603b\u662f\u7f3a\u5931<\/td>\n<td>\u8d85\u65f6\u6216\u88ab\u9650\u6d41 429<\/td>\n<td>\u67e5\u65e5\u5fd7\u4e2d source_fail \u7684\u539f\u56e0\u5b57\u6bb5<\/td>\n<\/tr>\n<tr>\n<td>\u5217\u8868\u987a\u5e8f\u6df7\u4e71<\/td>\n<td>\u53bb\u91cd\u540e\u672a\u91cd\u6392<\/td>\n<td>\u5f52\u4e00\u5b8c\u6210\u540e\u5f3a\u5236\u518d sort \u4e00\u6b21<\/td>\n<\/tr>\n<tr>\n<td>\u9996\u6b21\u5f88\u6162\u3001\u518d\u6b21\u5f88\u5feb<\/td>\n<td>\u7f13\u5b58\u672a\u751f\u6548<\/td>\n<td>\u786e\u8ba4 key \u7528\u4e86\u89c4\u8303\u5316\u540e\u7684 query<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>\u7ed3\u6784\u5316\u65e5\u5fd7&#xff1a;\u6bcf\u6761\u8bf7\u6c42\u8bb0\u5f55 q \/ \u6e90\u540d \/ \u8017\u65f6 \/ \u6761\u6570 \/ \u5931\u8d25\u539f\u56e0&#xff0c;\u4e00\u884c\u4e00\u4e8b\u4ef6\u4fbf\u4e8e grep\u3002<\/li>\n<li>\u57fa\u7840\u9650\u6d41&#xff1a;\u6309 IP \u6bcf\u5206\u949f 30 \u6b21&#xff0c;\u8d85\u9650\u8fd4\u56de 429&#xff0c;\u9632\u6b62\u811a\u672c\u628a\u4e0a\u6e38\u914d\u989d\u5237\u5149\u3002<\/li>\n<li>\u5065\u5eb7\u68c0\u67e5&#xff1a;\/healthz \u8fd4\u56de\u5404\u6e90\u6700\u8fd1\u4e00\u6b21\u6210\u529f\u65f6\u95f4&#xff0c;\u8d85\u8fc7 10 \u5206\u949f\u6807\u7ea2\u3002<\/li>\n<\/ul>\n<p>**\u6838\u5fc3\u7ed3\u8bba&#xff1a;**\u6ca1\u6709\u65e5\u5fd7\u7684\u805a\u5408\u641c\u7d22&#xff0c;\u51fa\u95ee\u9898\u65f6\u53ea\u80fd\u9760\u731c\u3002<\/p>\n<h3>\u5341\u3001\u90e8\u7f72\u4e0a\u7ebf&#xff1a;\u4e00\u6761\u547d\u4ee4\u8d77\u670d\u52a1\u5e76\u9a8c\u8bc1<\/h3>\n<p>\u6700\u540e\u628a\u6210\u679c\u6253\u5305&#xff0c;\u7528\u6700\u77ed\u8def\u5f84\u4ea4\u4ed8\u5230\u80fd\u88ab\u8bbf\u95ee\u7684\u73af\u5883\u3002<\/p>\n<p><span class=\"token comment\"># \u6784\u5efa\u955c\u50cf\u5e76\u8d77\u5bb9\u5668&#xff0c;\u968f\u540e\u505a\u4e24\u6b65\u5192\u70df\u9a8c\u8bc1<\/span><br \/>\n<span class=\"token builtin class-name\">cd<\/span> agg-search<br \/>\n<span class=\"token function\">docker<\/span> build <span class=\"token parameter variable\">-t<\/span> agg-search <span class=\"token builtin class-name\">.<\/span><br \/>\n<span class=\"token function\">docker<\/span> run <span class=\"token parameter variable\">-d<\/span> <span class=\"token parameter variable\">-p<\/span> <span class=\"token number\">8000<\/span>:8000 <span class=\"token parameter variable\">&#8211;name<\/span> agg agg-search<br \/>\n<span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-s<\/span> localhost:8000\/healthz          <span class=\"token comment\"># \u5e94\u8fd4\u56de\u5404\u6e90\u72b6\u6001 JSON<\/span><br \/>\n<span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-s<\/span> <span class=\"token string\">&#034;localhost:8000\/api\/search?q&#061;fastapi&#034;<\/span> <span class=\"token operator\">|<\/span> <span class=\"token function\">head<\/span> <span class=\"token parameter variable\">-c<\/span> <span class=\"token number\">300<\/span><\/p>\n<p>\u6784\u5efa \u2192 \u8d77\u5bb9\u5668 \u2192 \u5065\u5eb7\u68c0\u67e5 \u2192 \u641c\u7d22\u5192\u70df&#xff0c;\u56db\u6b65\u8dd1\u5b8c\u624d\u7b97\u4ea4\u4ed8\u5b8c\u6210\u3002<\/p>\n<p>\u4e0a\u7ebf\u524d\u7684\u6838\u5bf9\u6e05\u5355&#xff1a;<\/p>\n<ul>\n<li>\u73af\u5883\u53d8\u91cf&#xff1a;API Key \u5168\u90e8\u8d70\u73af\u5883\u53d8\u91cf\u6ce8\u5165&#xff0c;\u7981\u6b62\u5199\u8fdb\u4ee3\u7801\u6216\u955c\u50cf\u5c42\u3002<\/li>\n<li>\u5e76\u53d1\u4e0a\u9650&#xff1a;&#8211;limit-concurrency \u6216\u53cd\u5411\u4ee3\u7406\u5c42\u8bbe\u597d\u8fde\u63a5\u6570&#xff0c;\u907f\u514d\u88ab\u6253\u6302\u3002<\/li>\n<li>\u56de\u6eda\u9884\u6848&#xff1a;\u4fdd\u7559\u4e0a\u4e00\u4e2a\u955c\u50cf tag&#xff0c;docker run \u6362 tag \u5341\u79d2\u5185\u53ef\u56de\u9000\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" 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