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\u6267\u884c\u3002\u5408\u7406\u7684\u6027\u80fd\u6307\u6807\u4e0e\u964d\u7ea7\u7b56\u7565&#xff0c;\u51b3\u5b9a\u4e86\u7cfb\u7edf\u5728\u6d41\u91cf\u6d2a\u5cf0\u65f6\u662f&#034;\u4f18\u96c5\u964d\u7ea7&#034;\u8fd8\u662f&#034;\u76f4\u63a5\u96ea\u5d29&#034;\u3002<\/p>\n<h6>\u6027\u80fd\u6307\u6807\u53c2\u8003<\/h6>\n<p>\u4ee5\u4e0b\u662f\u4e00\u5957\u5728\u5de5\u7a0b\u5b9e\u8df5\u4e2d\u53ef\u53c2\u8003\u7684\u6027\u80fd\u57fa\u7ebf&#xff08;\u5177\u4f53\u6570\u503c\u9700\u7ed3\u5408\u6a21\u578b\u9009\u578b\u4e0e\u786c\u4ef6\u914d\u7f6e\u8c03\u6574&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u610f\u56fe\u8bc6\u522b QPS&#xff1a; \u5206\u7c7b\u6a21\u578b\u8def\u5f84\u5355\u673a\u53ef\u652f\u6491 500\u20131000 QPS&#xff0c;\u5ef6\u8fdf\u63a7\u5236\u5728 10ms \u4ee5\u5185&#xff1b;\u5927\u6a21\u578b\u515c\u5e95\u8def\u5f84\u53d7\u9650\u4e8e\u63a8\u7406\u8d44\u6e90&#xff0c;\u901a\u5e38\u63a7\u5236\u5728 20\u201350 QPS&#xff0c;\u8d85\u51fa\u7684\u8bf7\u6c42\u8fdb\u5165\u6392\u961f\u3002<\/li>\n<li>\u591a\u8f6e\u5bf9\u8bdd\u54cd\u5e94\u5ef6\u8fdf&#xff1a; \u5e38\u89c4\u8bdd\u672f\u6a21\u677f\u547d\u4e2d\u65f6 P95 \u5ef6\u8fdf\u5e94\u4f4e\u4e8e 300ms&#xff1b;\u9700\u8981\u5927\u6a21\u578b\u751f\u6210\u7684\u590d\u6742\u56de\u590d&#xff0c;P95 \u5ef6\u8fdf\u5efa\u8bae\u63a7\u5236\u5728 2s \u4ee5\u5185&#xff0c;\u8d85\u8fc7\u5219\u89e6\u53d1\u964d\u7ea7\u3002<\/li>\n<li>RPA \u4efb\u52a1\u5e76\u53d1\u4e0a\u9650&#xff1a; \u5355\u8d26\u53f7\u5efa\u8bae\u4e32\u884c\u6267\u884c&#xff0c;\u907f\u514d\u64cd\u4f5c\u9891\u7387\u5f02\u5e38\u89e6\u53d1\u98ce\u63a7&#xff1b;\u5355\u5b9e\u4f8b\u5e76\u53d1\u8d26\u53f7\u6570\u5efa\u8bae\u63a7\u5236\u5728 20\u201350 \u4e2a&#xff0c;\u8d85\u51fa\u90e8\u5206\u8fdb\u5165\u4efb\u52a1\u961f\u5217\u6392\u961f\u3002<\/li>\n<\/ul>\n<h6>\u6781\u7aef\u60c5\u51b5\u4e0b\u7684\u964d\u7ea7\u7b56\u7565<\/h6>\n<p>\u7cfb\u7edf\u5728\u6781\u7aef\u60c5\u51b5\u4e0b\u5fc5\u987b&#034;\u6709\u635f\u53ef\u7528&#034;&#xff0c;\u800c\u4e0d\u662f&#034;\u5b8c\u5168\u4e0d\u53ef\u7528&#034;\u3002\u6838\u5fc3\u964d\u7ea7\u7b56\u7565\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u5927\u6a21\u578b\u8d85\u65f6\u964d\u7ea7\u5230\u89c4\u5219\u56de\u590d&#xff1a; \u5f53\u5927\u6a21\u578b\u8c03\u7528\u8d85\u65f6\u6216\u8fde\u7eed\u5931\u8d25\u65f6&#xff0c;\u81ea\u52a8\u5207\u6362\u5230\u9884\u8bbe\u7684\u89c4\u5219\u8bdd\u672f\u6a21\u677f&#xff0c;\u4fdd\u8bc1\u5bf9\u8bdd\u4e0d\u4e2d\u65ad&#xff0c;\u540c\u65f6\u8bb0\u5f55\u4e0a\u4e0b\u6587\u5f85\u5927\u6a21\u578b\u6062\u590d\u540e\u8865\u5168\u3002<\/li>\n<li>RPA \u961f\u5217\u79ef\u538b\u5904\u7406&#xff1a; \u5f53\u4efb\u52a1\u961f\u5217\u79ef\u538b\u8d85\u8fc7\u9608\u503c\u65f6&#xff0c;\u6309\u4f18\u5148\u7ea7\u4e22\u5f03\u4f4e\u610f\u5411\u4efb\u52a1&#xff0c;\u4f18\u5148\u4fdd\u969c\u9ad8\u610f\u5411\u7ebf\u7d22\u7684\u8ddf\u8fdb&#xff1b;\u540c\u65f6\u964d\u4f4e\u8f6e\u8be2\u9891\u7387&#xff0c;\u907f\u514d\u5bf9\u5e73\u53f0\u9020\u6210\u8fc7\u5927\u538b\u529b\u3002<\/li>\n<li>\u610f\u56fe\u8bc6\u522b\u964d\u7ea7&#xff1a; \u5f53\u5206\u7c7b\u6a21\u578b\u4e0e\u5927\u6a21\u578b\u5747\u4e0d\u53ef\u7528\u65f6&#xff0c;\u56de\u9000\u5230\u5173\u952e\u8bcd\u5339\u914d\u7684\u515c\u5e95\u89c4\u5219&#xff0c;\u4fdd\u8bc1\u57fa\u7840\u610f\u56fe\u8bc6\u522b\u80fd\u529b\u4e0d\u4e2d\u65ad\u3002<\/li>\n<\/ul>\n<p>\u964d\u7ea7\u6d41\u7a0b\u7684\u65f6\u5e8f\u5173\u7cfb\u5982\u4e0b&#xff1a;<\/p>\n<p>     RPA\u961f\u5217<\/p>\n<p>     \u89c4\u5219\u5f15\u64ce<\/p>\n<p>     \u5927\u6a21\u578b<\/p>\n<p>     \u5bf9\u8bdd\u5f15\u64ce<\/p>\n<p>     \u7528\u6237<\/p>\n<p>      RPA\u961f\u5217<\/p>\n<p>      \u89c4\u5219\u5f15\u64ce<\/p>\n<p>      \u5927\u6a21\u578b<\/p>\n<p>      \u5bf9\u8bdd\u5f15\u64ce<\/p>\n<p>      \u7528\u6237<\/p>\n<p>  #mermaid-svg-lh0hDQQEt1vmoIB6{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-lh0hDQQEt1vmoIB6 .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-lh0hDQQEt1vmoIB6 .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-lh0hDQQEt1vmoIB6 .error-icon{fill:#552222;}#mermaid-svg-lh0hDQQEt1vmoIB6 .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-lh0hDQQEt1vmoIB6 .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-lh0hDQQEt1vmoIB6 .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-lh0hDQQEt1vmoIB6 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:root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>    alt<\/p>\n<p>     [\u5927\u6a21\u578b\u6b63\u5e38]<\/p>\n<p>    [\u5927\u6a21\u578b\u8d85\u65f6\/\u5931\u8d25]<\/p>\n<p>    alt<\/p>\n<p>     [\u961f\u5217\u79ef\u538b]<\/p>\n<p>    [\u961f\u5217\u6b63\u5e38]<\/p>\n<p>   \u53d1\u9001\u6d88\u606f<\/p>\n<p>   \u8bf7\u6c42\u751f\u6210\u56de\u590d<\/p>\n<p>   \u8fd4\u56de\u751f\u6210\u7ed3\u679c<\/p>\n<p>   \u89e6\u53d1\u964d\u7ea7&#xff0c;\u4f7f\u7528\u89c4\u5219\u8bdd\u672f<\/p>\n<p>   \u8fd4\u56de\u89c4\u5219\u56de\u590d<\/p>\n<p>   \u8fd4\u56de\u56de\u590d<\/p>\n<p>   \u63d0\u4ea4RPA\u4efb\u52a1<\/p>\n<p>   \u6309\u4f18\u5148\u7ea7\u4e22\u5f03\u4f4e\u610f\u5411\u4efb\u52a1<\/p>\n<p>   \u6267\u884cRPA\u52a8\u4f5c<\/p>\n<p>RPA \u6267\u884c\u5c42\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u4f1a\u9891\u7e41\u9047\u5230\u4e09\u7c7b\u5f02\u5e38&#xff1a;\u5e73\u53f0\u98ce\u63a7\u3001\u63a5\u53e3\u9650\u6d41\u3001\u767b\u5f55\u5931\u6548\u3002\u5b83\u4eec\u4e0d\u662f\u5076\u53d1\u6545\u969c&#xff0c;\u800c\u662f\u5e38\u6001&#xff0c;\u5fc5\u987b\u5185\u5efa\u5728\u67b6\u6784\u91cc\u3002<\/p>\n<ul>\n<li>\u5e73\u53f0\u98ce\u63a7&#xff1a; \u8868\u73b0\u4e3a\u64cd\u4f5c\u88ab\u5e73\u53f0\u8bc6\u522b\u4e3a\u673a\u5668\u884c\u4e3a&#xff0c;\u8f7b\u5219\u9650\u6d41\u3001\u91cd\u5219\u5c01\u53f7\u3002\u5904\u7406\u7b56\u7565\u662f\u62df\u4eba\u5316 &#043; \u7194\u65ad&#xff1a;\u56de\u590d\u95f4\u9694\u968f\u673a\u5316\u3001\u64cd\u4f5c\u9891\u7387\u81ea\u7136\u5316&#xff0c;\u4e00\u65e6\u89e6\u53d1\u98ce\u63a7\u544a\u8b66\u7acb\u5373\u7194\u65ad&#xff0c;\u6682\u505c\u8be5\u8d26\u53f7\u7684\u5168\u90e8\u64cd\u4f5c\u5e76\u4eba\u5de5\u4ecb\u5165\u3002<\/li>\n<li>\u63a5\u53e3\u9650\u6d41&#xff1a; \u8868\u73b0\u4e3a API \u8fd4\u56de 429\/403 \u6216\u914d\u989d\u8017\u5c3d\u3002\u5904\u7406\u7b56\u7565\u662f\u6307\u6570\u9000\u907f\u91cd\u8bd5 &#043; \u914d\u989d\u9884\u7b97&#xff1a;\u6309 1s\u30012s\u30014s \u9012\u589e\u9000\u907f&#xff0c;\u540c\u65f6\u4e3a\u6bcf\u4e2a\u8d26\u53f7\u8bbe\u7f6e\u6bcf\u65e5\u8c03\u7528\u9884\u7b97&#xff0c;\u8d85\u9884\u7b97\u81ea\u52a8\u964d\u7ea7\u4e3a\u6392\u961f\u3002<\/li>\n<li>\u767b\u5f55\u5931\u6548&#xff1a; \u8868\u73b0\u4e3a\u4f1a\u8bdd\u8fc7\u671f\u3001Token \u5931\u6548\u3001\u9a8c\u8bc1\u7801\u5f39\u51fa\u3002\u5904\u7406\u7b56\u7565\u662f\u4f1a\u8bdd\u4fdd\u9c9c &#043; \u81ea\u52a8\u91cd\u767b&#xff1a;\u5b9a\u671f\u5237\u65b0\u767b\u5f55\u6001&#xff0c;\u68c0\u6d4b\u5230\u5931\u6548\u5148\u5c1d\u8bd5\u9759\u9ed8\u7eed\u671f&#xff0c;\u5931\u8d25\u5219\u89e6\u53d1\u91cd\u767b\u6d41\u7a0b\u5e76\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h5>\u5f02\u5e38\u5904\u7406\u4ee3\u7801\u793a\u4f8b<\/h5>\n<p>\u4e0b\u9762\u662f\u4e00\u4e2a\u57fa\u4e8e Python \u7684 RPA \u6267\u884c\u5668\u5f02\u5e38\u5904\u7406\u9aa8\u67b6&#xff0c;\u8986\u76d6\u9650\u6d41\u9000\u907f\u3001\u98ce\u63a7\u7194\u65ad\u548c\u767b\u5f55\u5931\u6548\u91cd\u767b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> time<br \/>\n<span class=\"token keyword\">import<\/span> random<br \/>\n<span class=\"token keyword\">from<\/span> dataclasses <span class=\"token keyword\">import<\/span> dataclass<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">RateLimitedError<\/span><span class=\"token punctuation\">(<\/span>Exception<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u63a5\u53e3\u9650\u6d41&#034;&#034;&#034;<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">RiskControlTriggeredError<\/span><span class=\"token punctuation\">(<\/span>Exception<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5e73\u53f0\u98ce\u63a7\u89e6\u53d1&#034;&#034;&#034;<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">LoginExpiredError<\/span><span class=\"token punctuation\">(<\/span>Exception<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u767b\u5f55\u6001\u5931\u6548&#034;&#034;&#034;<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;dataclass<\/span><br \/>\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">RetryPolicy<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    max_retries<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">5<\/span><br \/>\n    base_delay<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">1.0<\/span><br \/>\n    max_delay<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">60.0<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">exponential_backoff<\/span><span class=\"token punctuation\">(<\/span>attempt<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">,<\/span> policy<span class=\"token punctuation\">:<\/span> RetryPolicy<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6307\u6570\u9000\u907f &#043; \u968f\u673a\u6296\u52a8&#xff0c;\u907f\u514d\u91cd\u8bd5\u98ce\u66b4&#034;&#034;&#034;<\/span><br \/>\n    delay <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">min<\/span><span class=\"token punctuation\">(<\/span>policy<span class=\"token punctuation\">.<\/span>base_delay <span class=\"token operator\">*<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span> <span class=\"token operator\">**<\/span> attempt<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> policy<span class=\"token punctuation\">.<\/span>max_delay<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> delay <span class=\"token operator\">&#043;<\/span> random<span class=\"token punctuation\">.<\/span>uniform<span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0.5<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">execute_with_resilience<\/span><span class=\"token punctuation\">(<\/span>action<span class=\"token punctuation\">,<\/span> policy<span class=\"token punctuation\">:<\/span> RetryPolicy <span class=\"token operator\">&#061;<\/span> RetryPolicy<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5e26\u91cd\u8bd5\u3001\u7194\u65ad\u3001\u91cd\u767b\u7684 RPA \u52a8\u4f5c\u6267\u884c\u5668&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> attempt <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>policy<span class=\"token punctuation\">.<\/span>max_retries<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> action<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> RateLimitedError<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> attempt <span class=\"token operator\">&#061;&#061;<\/span> policy<span class=\"token punctuation\">.<\/span>max_retries <span class=\"token operator\">&#8211;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">raise<\/span><br \/>\n            time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span>exponential_backoff<span class=\"token punctuation\">(<\/span>attempt<span class=\"token punctuation\">,<\/span> policy<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> RiskControlTriggeredError<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token comment\"># \u98ce\u63a7\u89e6\u53d1&#xff1a;\u7acb\u5373\u7194\u65ad&#xff0c;\u505c\u6b62\u8be5\u8d26\u53f7\u540e\u7eed\u64cd\u4f5c&#xff0c;\u8f6c\u4eba\u5de5<\/span><br \/>\n            pause_account<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">raise<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> LoginExpiredError<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token comment\"># \u767b\u5f55\u5931\u6548&#xff1a;\u5148\u9759\u9ed8\u7eed\u671f&#xff0c;\u5931\u8d25\u5219\u91cd\u767b<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> refresh_session<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                re_login<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span>exponential_backoff<span class=\"token punctuation\">(<\/span>attempt<span class=\"token punctuation\">,<\/span> policy<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">raise<\/span> RuntimeError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u91cd\u8bd5\u6b21\u6570\u8017\u5c3d&#xff0c;\u52a8\u4f5c\u6267\u884c\u5931\u8d25&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">pause_account<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u7194\u65ad&#xff1a;\u6682\u505c\u5f53\u524d\u8d26\u53f7\u5168\u90e8 RPA \u4efb\u52a1\u5e76\u544a\u8b66&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u98ce\u63a7\u89e6\u53d1&#xff0c;\u8d26\u53f7\u5df2\u7194\u65ad&#xff0c;\u8bf7\u4eba\u5de5\u4ecb\u5165&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">refresh_session<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5c1d\u8bd5\u9759\u9ed8\u7eed\u671f\u767b\u5f55\u6001&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">False<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">re_login<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6267\u884c\u91cd\u767b\u6d41\u7a0b&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u767b\u5f55\u6001\u5931\u6548&#xff0c;\u6267\u884c\u91cd\u767b&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>\u6392\u67e5\u65b9\u6cd5<\/h5>\n<p>\u5f53\u5f02\u5e38\u53d1\u751f\u65f6&#xff0c;\u6309\u4ee5\u4e0b\u987a\u5e8f\u6392\u67e5&#xff0c;\u80fd\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u56e0&#xff1a;<\/p>\n<li>\u770b\u65e5\u5fd7\u5206\u7ea7&#xff1a; \u5148\u533a\u5206\u662f\u7f51\u7edc\u5c42\u3001\u63a5\u53e3\u5c42\u8fd8\u662f\u9875\u9762\u5c42\u62a5\u9519\u3002\u7f51\u7edc\u5c42\u770b\u8d85\u65f6\u4e0e DNS&#xff0c;\u63a5\u53e3\u5c42\u770b\u72b6\u6001\u7801\u4e0e\u54cd\u5e94\u4f53&#xff0c;\u9875\u9762\u5c42\u770b DOM \u9009\u62e9\u5668\u662f\u5426\u5931\u6548\u3002<\/li>\n<li>\u770b\u9650\u6d41\u5934&#xff1a; \u63a5\u53e3\u8fd4\u56de 429 \u65f6&#xff0c;\u68c0\u67e5\u54cd\u5e94\u5934\u91cc\u7684 Retry-After \u548c X-RateLimit-Remaining&#xff0c;\u636e\u6b64\u8c03\u6574\u9000\u907f\u65f6\u95f4\u4e0e\u914d\u989d\u9884\u7b97\u3002<\/li>\n<li>\u770b\u98ce\u63a7\u7279\u5f81&#xff1a; \u82e5\u64cd\u4f5c\u9891\u7387\u6b63\u5e38\u5374\u4ecd\u88ab\u9650&#xff0c;\u68c0\u67e5\u662f\u5426\u89e6\u53d1\u4e86\u5185\u5bb9\u98ce\u63a7&#xff08;\u5982\u654f\u611f\u8bcd\u3001\u5916\u94fe&#xff09;&#xff0c;\u4f18\u5148\u6838\u5bf9\u7ea2\u7ebf\u8bcd\u5e93\u3002<\/li>\n<li>\u770b\u767b\u5f55\u6001&#xff1a; \u82e5\u52a8\u4f5c\u5076\u53d1\u5931\u8d25\u4e14\u4f34\u968f\u8df3\u8f6c\u767b\u5f55\u9875&#xff0c;\u4f18\u5148\u68c0\u67e5\u4f1a\u8bdd\u6709\u6548\u671f\u4e0e Token \u5237\u65b0\u903b\u8f91&#xff0c;\u800c\u4e0d\u662f\u76f2\u76ee\u91cd\u8bd5\u3002<\/li>\n<h3>\u4e09\u3001\u6570\u636e\u98de\u8f6e&#xff1a;\u4e3a\u4ec0\u4e48\u7cfb\u7edf\u8d8a\u7528\u8d8a\u806a\u660e<\/h3>\n<p>\u83b7\u5ba2\u667a\u80fd\u4f53\u7684\u957f\u671f\u4ef7\u503c\u6765\u81ea\u6570\u636e\u98de\u8f6e&#xff1a;<\/p>\n<p>\u7528\u6237\u4ea4\u4e92 \u2192 \u6570\u636e\u6c89\u6dc0 \u2192 \u6a21\u578b\u5fae\u8c03 \u2192 \u8bdd\u672f\u4f18\u5316 \u2192 \u66f4\u597d\u7684\u4ea4\u4e92<\/p>\n<p>\u6bcf\u4e00\u6b21\u5bf9\u8bdd\u90fd\u662f\u8bad\u7ec3\u6570\u636e\u3002\u7cfb\u7edf\u8bb0\u5f55&#xff1a;<\/p>\n<ul>\n<li>\u54ea\u4e9b\u8bdd\u672f\u56de\u590d\u7387\u9ad8<\/li>\n<li>\u54ea\u4e9b\u7528\u6237\u6700\u7ec8\u6210\u4ea4<\/li>\n<li>\u54ea\u4e9b\u610f\u56fe\u8bc6\u522b\u9519\u4e86<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u6570\u636e\u56de\u6d41\u5230\u6a21\u578b\u5c42&#xff0c;\u6301\u7eed\u4f18\u5316\u610f\u56fe\u8bc6\u522b\u51c6\u786e\u7387\u548c\u8bdd\u672f\u6548\u679c\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u540c\u4e00\u5957\u7cfb\u7edf&#xff0c;\u7528\u5f97\u8d8a\u4e45\u6548\u679c\u8d8a\u597d\u2014\u2014\u5b83\u5728&#034;\u5b66\u4e60&#034;\u4f60\u7684\u4e1a\u52a1\u3002<\/p>\n<h3>\u56db\u3001\u5408\u89c4\u8bbe\u8ba1&#xff1a;\u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u8bb2\u6280\u672f<\/h3>\n<p>\u83b7\u5ba2\u7c7b\u7cfb\u7edf\u90e8\u7f72\u5728\u516c\u57df\u5e73\u53f0&#xff0c;\u5408\u89c4\u662f\u751f\u6b7b\u7ebf\u3002\u5de5\u7a0b\u4e0a\u7684\u5408\u89c4\u8bbe\u8ba1\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u7ea2\u7ebf\u8bcd\u5e93&#xff1a; \u9884\u5148\u914d\u7f6e\u8fdd\u89c4\u8bcd\u8868&#xff08;\u7edd\u5bf9\u5316\u7528\u8bed\u3001\u533b\u7597\u627f\u8bfa\u3001\u5f15\u6d41\u8bcd&#xff09;&#xff0c;\u7cfb\u7edf\u81ea\u52a8\u89c4\u907f<\/li>\n<li>\u9891\u7387\u63a7\u5236&#xff1a; \u56de\u590d\u95f4\u9694\u3001\u6bcf\u65e5\u56de\u590d\u91cf\u90fd\u6709\u4e0a\u9650&#xff0c;\u6a21\u62df\u771f\u4eba\u884c\u4e3a<\/li>\n<li>\u5185\u5bb9\u5ba1\u6838&#xff1a; \u53d1\u51fa\u524d\u8fc7\u4e00\u904d\u5185\u5bb9\u5b89\u5168\u6a21\u578b&#xff0c;\u8fc7\u6ee4\u4e0d\u5f53\u8868\u8ff0<\/li>\n<\/ul>\n<p>\u5408\u89c4\u4e0d\u662f\u4e8b\u540e\u8865\u4e01&#xff0c;\u800c\u662f\u5185\u5efa\u5728\u7cfb\u7edf\u67b6\u6784\u91cc\u7684\u57fa\u7840\u80fd\u529b\u3002<\/p>\n<h3>\u4e94\u3001\u884c\u4e1a\u5b9e\u8df5\u4e2d\u7684\u6280\u672f\u9009\u62e9<\/h3>\n<p>\u5728\u516c\u5f00\u7684\u884c\u4e1a\u5b9e\u8df5\u4e2d&#xff0c;\u4e0d\u540c\u5382\u5546\u7684\u6280\u672f\u6808\u9009\u62e9\u5dee\u5f02\u4e3b\u8981\u4f53\u73b0\u5728&#xff1a;<\/p>\n<ul>\n<li>\u6a21\u578b\u5e95\u5ea7&#xff1a; \u6709\u7684\u57fa\u4e8e\u5f00\u6e90\u6a21\u578b\u81ea\u90e8\u7f72&#xff0c;\u6709\u7684\u57fa\u4e8e\u5546\u7528\u5927\u6a21\u578bAPI&#xff08;\u5982\u901a\u4e49\u5343\u95ee\u3001\u8c46\u5305&#xff09;\u4e8c\u6b21\u5f00\u53d1<\/li>\n<li>\u6267\u884c\u5c42&#xff1a; \u6709\u7684\u7528\u5f00\u6e90RPA\u6846\u67b6&#xff0c;\u6709\u7684\u81ea\u7814RPA\u5f15\u64ce<\/li>\n<li>\u6570\u636e\u5c42&#xff1a; \u6709\u7684\u6709\u5411\u91cf\u6570\u636e\u5e93\u548c\u5fae\u8c03\u6d41\u7a0b&#xff0c;\u6709\u7684\u53ea\u8c03\u7528\u901a\u7528API<\/li>\n<\/ul>\n<p>\u6280\u672f\u6808\u6ca1\u6709\u7edd\u5bf9\u4f18\u52a3&#xff0c;\u5173\u952e\u770b\u662f\u5426\u5339\u914d\u81ea\u5df1\u7684\u4e1a\u52a1\u573a\u666f\u548c\u5408\u89c4\u8981\u6c42\u3002<\/p>\n<p>\u4e0b\u9762\u4ece\u4e94\u4e2a\u7ef4\u5ea6\u5bf9\u6bd4\u300c\u5f00\u6e90\u6a21\u578b\u81ea\u90e8\u7f72\u300d\u4e0e\u300c\u5546\u7528\u5927\u6a21\u578b API\u300d\u4e24\u79cd\u6280\u672f\u6808\u7684\u4f18\u52a3&#xff1a;<\/p>\n<table>\n<tr>\u7ef4\u5ea6\u5f00\u6e90\u6a21\u578b\u81ea\u90e8\u7f72\u5546\u7528\u5927\u6a21\u578b API\u9009\u578b\u5efa\u8bae<\/tr>\n<tbody>\n<tr>\n<td>\u6a21\u578b\u5e95\u5ea7<\/td>\n<td>\u53ef\u57fa\u4e8e Llama\u3001Qwen \u7b49\u5f00\u6e90\u6a21\u578b\u79c1\u6709\u5316\u90e8\u7f72&#xff0c;\u652f\u6301\u6df1\u5ea6\u5fae\u8c03\u4e0e\u5b9a\u5236&#xff0c;\u6570\u636e\u4e0d\u51fa\u57df&#xff1b;\u4f46\u9700\u8981 GPU \u96c6\u7fa4\u4e0e\u6a21\u578b\u8fd0\u7ef4\u56e2\u961f&#xff0c;\u8fed\u4ee3\u5347\u7ea7\u4f9d\u8d56\u81ea\u8eab\u5de5\u7a0b\u80fd\u529b\u3002<\/td>\n<td>\u76f4\u63a5\u8c03\u7528\u901a\u4e49\u5343\u95ee\u3001\u8c46\u5305\u7b49\u5546\u7528 API&#xff0c;\u5f00\u7bb1\u5373\u7528\u3001\u6548\u679c\u7a33\u5b9a&#xff0c;\u6301\u7eed\u83b7\u5f97\u5382\u5546\u80fd\u529b\u5347\u7ea7&#xff1b;\u4f46\u53d7\u9650\u4e8e\u5382\u5546\u7684\u6a21\u578b\u7248\u672c\u4e0e\u63a5\u53e3\u80fd\u529b&#xff0c;\u96be\u4ee5\u6df1\u5ea6\u5b9a\u5236\u3002<\/td>\n<td>\u5bf9\u6570\u636e\u654f\u611f\u3001\u6709 GPU \u8d44\u6e90\u4e0e\u7b97\u6cd5\u56e2\u961f\u7684\u4f01\u4e1a\u4f18\u5148\u81ea\u90e8\u7f72&#xff1b;\u8ffd\u6c42\u5feb\u901f\u4e0a\u7ebf\u3001\u7b97\u529b\u6709\u9650\u7684\u4e2d\u5c0f\u56e2\u961f\u4f18\u5148\u7528\u5546\u7528 API\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u6267\u884c\u5c42<\/td>\n<td>\u53ef\u6df1\u5ea6\u5b9a\u5236 RPA 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