{"id":103067,"date":"2026-09-09T20:57:12","date_gmt":"2026-09-09T12:57:12","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/103067.html"},"modified":"2026-09-09T20:57:12","modified_gmt":"2026-09-09T12:57:12","slug":"%e6%8e%a8%e7%90%86%e6%a8%a1%e5%9e%8b%e4%b8%8e-agent-%e5%a4%a7%e8%84%91%ef%bc%9aagentic-%e6%8e%a8%e7%90%86%e7%9a%84%e5%b7%a5%e7%a8%8b%e5%8c%96%ef%bc%8810-%e9%a2%98%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/103067.html","title":{"rendered":"\u63a8\u7406\u6a21\u578b\u4e0e Agent \u5927\u8111\uff1aagentic \u63a8\u7406\u7684\u5de5\u7a0b\u5316\uff0810 \u9898\uff09"},"content":{"rendered":"<p>\u9898\u76ee\u7ed3\u6784\u8bf4\u660e\uff1a\u6bcf\u9898\u56db\u90e8\u5206\u3002\u8003\u70b9\u5b9a\u4f4d\u8bb2\u9762\u8bd5\u5b98\u5728\u8003\u5bdf\u4ec0\u4e48\uff1b\u6df1\u62c6\u662f\u673a\u5236\u52a0\u6570\u5b57\u52a0\u5931\u8d25\u6a21\u5f0f\uff0c\u6570\u5b57\u662f\u53ef\u4fe1\u5ea6\u7684\u6765\u6e90\uff1b\u5de5\u7a0b\u65b9\u6848\u7ed9 Python \u98ce\u683c\u4f2a\u4ee3\u7801\uff0c\u9010\u884c\u4e2d\u6587\u6ce8\u91ca\uff0c\u6ce8\u91ca\u5c31\u662f\u9762\u8bd5\u65f6\u53e3\u8ff0\u7684\u8bdd\u672f\uff0c\u4e2a\u522b\u9898\u6362\u6210\u53ef\u590d\u5236\u63d0\u793a\u8bcd\u6a21\u677f\uff1b\u8ffd\u95ee\u94fe\u662f\u7b54\u5b8c\u540e\u5927\u6982\u7387\u8ddf\u4e0a\u7684\u95ee\u9898\uff0c\u9644\u7b54\u6cd5\u3002\u6807\u8bb0\uff1a\u2b50 \u9ad8\u9891\uff08\u51fa\u73b0\u7387\u8fc7\u534a\uff09\u3001\ud83d\udd25 \u8fd1\u4e24\u5e74\u65b0\u589e\u3002<\/p>\n<hr>\n<h4>Q1 \u63a8\u7406\u6a21\u578b vs chat \u6a21\u578b\u505a\u5927\u8111\uff1a\u80fd\u529b\u5dee\u5f02\u4ece\u54ea\u6765 \u2b50\ud83d\udd25<\/h4>\n<p>\u8003\u70b9\u5b9a\u4f4d\uff1a\u9a8c\u7684\u662f\u5bf9\u300c\u63a8\u7406\u6a21\u578b\u4e3a\u4ec0\u4e48\u5f3a\u300d\u7684\u7406\u89e3\u6df1\u5ea6\u3002\u7b54\u300c\u53c2\u6570\u66f4\u5927\u300d\u7684\u6ca1\u5165\u95e8\uff0c\u7b54\u300cRL \u540e\u8bad\u7ec3\u6362\u4e86\u76ee\u6807\u300d\u4f46\u8bf4\u4e0d\u51fa Agent \u573a\u666f\u7684\u6536\u76ca\u548c\u4ee3\u4ef7\u5404\u662f\u4ec0\u4e48\u7684\uff0c\u6ca1\u843d\u5730\u8fc7\u3002<\/p>\n<p>\u6df1\u62c6\uff1a\u540c\u4ee3\u4ea7\u54c1\u5e95\u5ea7\u90fd\u662f Transformer \u89e3\u7801\u5668\uff0c\u80fd\u529b\u5dee\u5f02\u4e3b\u8981\u6765\u81ea\u540e\u8bad\u7ec3\u76ee\u6807\uff1achat \u6a21\u578b\u7684 RLHF \u4ee5\u4eba\u7c7b\u504f\u597d\u5bf9\u9f50\u5355\u8f6e\u56de\u590d\uff0c\u63a8\u7406\u6a21\u578b\u7528\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684 RL\uff08\u6570\u5b66\u7b54\u6848\u6bd4\u5bf9\u3001\u4ee3\u7801\u6d4b\u8bd5\u901a\u8fc7\uff09\u8bad\u7ec3\u6574\u6761\u63a8\u7406\u94fe\uff0c\u5b66\u4f1a\u957f\u601d\u8003\u3001\u81ea\u6211\u68c0\u67e5\u3001\u8d70\u9519\u56de\u5934\u3002\u8fd9\u5c31\u662f test-time compute scaling \u7684\u6765\u6e90\uff1a\u7b54\u6848\u8d28\u91cf\u968f\u601d\u8003 token \u6570\u8fd1\u4f3c\u5e73\u6ed1\u4e0a\u5347\uff0c\u628a\u7b97\u529b\u4ece\u9884\u8bad\u7ec3\u632a\u5230\u89e3\u7801\u9636\u6bb5\u3002Agent \u573a\u666f\u7684\u6536\u76ca\u96c6\u4e2d\u5728\u4e09\u5904\uff1a\u591a\u6b65\u89c4\u5212\u66f4\u7a33\u3001\u5de5\u5177\u8c03\u7528\u51fa\u9519\u540e\u80fd\u81ea\u6211\u4fee\u6b63\u3001\u957f\u94fe\u8def\u91cc\u76ee\u6807\u4e0d\u5bb9\u6613\u6f02\u79fb\u3002\u4ee3\u4ef7\u540c\u6837\u786c\uff1a\u601d\u8003 token \u6309\u8f93\u51fa\u4ef7\u8ba1\u8d39\uff0c\u5ef6\u8fdf\u4ece\u79d2\u7ea7\u6da8\u5230\u5341\u51e0\u79d2\u751a\u81f3\u5206\u949f\u7ea7\uff1b\u7b80\u5355\u4efb\u52a1\u4e0a\u8fc7\u5ea6\u601d\u8003\uff0c\u5206\u7c7b\u62bd\u53d6\u8fd9\u7c7b\u4e00\u6b65\u4efb\u52a1\u591a\u82b1\u5341\u500d token \u6362\u4e0d\u6765\u4e00\u4e2a\u70b9\u7684\u63d0\u5347\u3002\u5931\u8d25\u6a21\u5f0f\u4e24\u79cd\uff1a\u628a\u63a8\u7406\u6a21\u578b\u5f53\u4e07\u80fd\u5927\u8111\u5168\u91cf\u8def\u7531\uff0c\u6210\u672c\u8d26\u7206\u70b8\uff1b\u53cd\u8fc7\u6765\u5728\u6392\u9519\u7c7b\u4efb\u52a1\u4e0a\u7701\u7740\u7528 chat \u6a21\u578b\uff0c\u5931\u8d25\u91cd\u8bd5\u70e7\u6389\u7684 token \u6bd4\u4e00\u6b21\u601d\u8003\u8fd8\u591a\u3002<\/p>\n<p>\u5de5\u7a0b\u65b9\u6848\uff1a<\/p>\n<p>def pick_brain(task):<br \/>\n &nbsp; &nbsp;# \u590d\u6742\u5ea6\u4fe1\u53f7\uff1a\u9884\u4f30\u6b65\u9aa4\u6570\u3001\u662f\u5426\u8981\u6392\u9519\u3001\u662f\u5426\u591a\u5de5\u5177\u7ec4\u5408<br \/>\n &nbsp; &nbsp;c = estimate_complexity(task) &nbsp; &nbsp; &nbsp;# 0-1\uff0c\u89c4\u5219\u6216\u5c0f\u5206\u7c7b\u5668\u7ed9\u51fa<br \/>\n &nbsp; &nbsp;if c &lt; 0.3:<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;return \\&#8221;chat\\&#8221; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;# \u5355\u6b65\u4efb\u52a1\uff1a\u5206\u7c7b\u3001\u62bd\u53d6\u3001\u683c\u5f0f\u6539\u5199<br \/>\n &nbsp; &nbsp;if c &lt; 0.7 and task.need_tools:<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;return \\&#8221;chat_with_cot\\&#8221; &nbsp; &nbsp; &nbsp; &nbsp; # \u4e2d\u7b49\uff1achat \u6a21\u578b\u52a0\u663e\u5f0f\u63a8\u7406\u63d0\u793a<br \/>\n &nbsp; &nbsp;return \\&#8221;reasoning\\&#8221; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; # \u89c4\u5212\u3001\u6392\u9519\u3001\u591a\u7ea6\u675f\u6743\u8861\u624d\u4e0a\u63a8\u7406\u6a21\u578b<br \/>\n\u200b<br \/>\n# \u8def\u7531\u5668\u6bcf\u6708\u590d\u76d8\u4e00\u6b21\uff1a\u770b\u5404\u6863\u4f4d\u7684\u6b63\u786e\u7387\u548c\u6210\u672c\u5206\u5e03\uff0c\u6863\u4f4d\u8fb9\u754c\u8981\u8ddf\u7740\u8c03 <\/p>\n<p>\u8ffd\u95ee\u94fe\uff1a<\/p>\n<ul>\n<li>\n<p>\u300c\u80fd\u529b\u5dee\u5f02\u7684\u6839\u6e90\u4e3a\u4ec0\u4e48\u662f\u540e\u8bad\u7ec3\u4e0d\u662f\u67b6\u6784\uff1f\u300d-&gt; \u5e95\u5ea7\u540c\u6784\uff0c\u63a8\u7406\u6a21\u578b\u4e0e\u540c\u4ee3 chat \u6a21\u578b\u89c4\u6a21\u672a\u516c\u5f00\uff0c\u884c\u4e1a\u666e\u904d\u6309\u540c\u4e00\u91cf\u7ea7\u4f30\u7b97\uff1b\u5dee\u5f02\u6765\u81ea RL \u8ba9\u6a21\u578b\u628a\u7b97\u529b\u82b1\u5728\u89e3\u7801\u9636\u6bb5\u7684\u601d\u8003 token \u4e0a\uff0c\u540c\u4e00\u67b6\u6784\u6362\u4e86\u8bad\u7ec3\u76ee\u6807\u3002<\/p>\n<\/li>\n<li>\n<p>\u300c\u63a8\u7406\u6a21\u578b\u8c03\u5de5\u5177\u4f1a\u66f4\u51c6\u5417\uff1f\u300d-&gt; \u5de5\u5177\u9009\u62e9\u548c\u53c2\u6570\u586b\u5199\u8fd9\u7c7b\u683c\u5f0f\u5316\u4efb\u52a1\u672a\u5fc5\u5f3a\uff0c\u4e2a\u522b\u5b9e\u73b0\u91cc\u683c\u5f0f\u9075\u5faa\u53cd\u800c\u53d8\u5dee\uff1b\u4f18\u52bf\u5728\u300c\u8c03\u4e0d\u8c03\u3001\u8c03\u5b8c\u4e4b\u540e\u600e\u4e48\u529e\u300d\u7684\u7b56\u7565\u5c42\u3002<\/p>\n<\/li>\n<li>\n<p>\u300c\u4ec0\u4e48\u65f6\u5019\u575a\u51b3\u4e0d\u7528\u63a8\u7406\u6a21\u578b\uff1f\u300d-&gt; \u9ad8 QPS \u7684\u7b80\u5355\u4efb\u52a1\u3001\u5ef6\u8fdf\u654f\u611f\u7684\u4ea4\u4e92\u573a\u666f\u3001\u6309\u5355\u6761\u6d88\u606f\u8ba1\u6210\u672c\u7684\u6279\u91cf\u6d41\u6c34\u7ebf\uff0c\u8fd9\u4e09\u7c7b\u4e0a\u4e86\u5c31\u662f\u767d\u82b1\u94b1\u3002<\/p>\n<\/li>\n<\/ul>\n<hr>\n<h4>Q2 \u601d\u8003\u9884\u7b97\uff1athink budget \u600e\u4e48\u5b9a \u2b50\ud83d\udd25<\/h4>\n<p>\u8003\u70b9\u5b9a\u4f4d\uff1a\u8003\u5de5\u7a0b\u5316\u7a0b\u5ea6\u3002\u7528\u4e0a\u63a8\u7406\u6a21\u578b\u7684\u56e2\u961f\u5fc5\u7136\u78b0\u5230\u9884\u7b97\u65cb\u94ae\uff0c\u80fd\u4e0d\u80fd\u6309\u4efb\u52a1\u5206\u7ea7\u3001\u80fd\u4e0d\u80fd\u52a8\u6001\u8c03\u3001\u8017\u5c3d\u540e\u7cfb\u7edf\u4ec0\u4e48\u884c\u4e3a\uff0c\u51b3\u5b9a\u6210\u672c\u548c\u8d28\u91cf\u80fd\u4e0d\u80fd\u540c\u65f6\u4fdd\u4f4f\u3002<\/p>\n<p>\u6df1\u62c6\uff1a\u601d\u8003\u9884\u7b97\u662f\u663e\u5f0f\u53c2\u6570\uff1aGPT-5 \u8d77\u7edf\u4e00\u4e3a\u5355\u4e00\u6a21\u578b\u52a0\u81ea\u9002\u5e94\u63a8\u7406\u6295\u5165\uff08effort \u7531\u4f4e\u5230\u9ad8\u53ef\u8c03\u3001\u7531\u6a21\u578b\u81ea\u9002\u5e94\u51b3\u5b9a\u60f3\u591a\u6df1\uff09\uff0co \u7cfb\u5217\u7684\u72ec\u7acb\u547d\u540d\u5df2\u6210\u5386\u53f2\uff08\u622a\u81f3 2026-08\uff09\uff1bClaude 4.5 \u7cfb\u8d77\u6539\u4e3a effort \u4f4e\/\u4e2d\/\u9ad8\u53c2\u6570\u6863\uff0c\u65e9\u671f\u6309 token \u4e0b\u9650\u63a7\u5236\u7684\u5199\u6cd5\u5df2\u6210\u5386\u53f2\u3002\u5b9a\u9884\u7b97\u5148\u6309\u4efb\u52a1\u5206\u7ea7\uff1a\u4e00\u6b65\u80fd\u7b54\u7684\uff08\u5206\u7c7b\u3001\u62bd\u53d6\uff09\u7ed9\u96f6\u6863\u6216\u76f4\u63a5\u8d70 chat \u6a21\u578b\uff1b\u4e2d\u7b49\u4efb\u52a1\uff08\u5355\u5de5\u5177\u8c03\u7528\u3001\u77ed\u89c4\u5212\uff09\u7ed9\u6570\u5343 token\uff1b\u6df1\u5ea6\u4efb\u52a1\uff08\u6392\u9519\u3001\u591a\u7ea6\u675f\u6743\u8861\u3001deep research\uff09\u7ed9\u6570\u4e07 token\u3002\u52a8\u6001\u8c03\u6574\u6709\u4e24\u4e2a\u65b9\u5411\uff1a\u6839\u636e\u9996\u8f6e\u601d\u8003\u7684\u81ea\u68c0\u7ed3\u679c\u8ffd\u52a0\u4e00\u8f6e\uff1b\u6839\u636e\u540c\u7c7b\u4efb\u52a1\u7684\u5386\u53f2\u6d88\u8017\u5206\u5e03\u505a\u9884\u6d4b\u4fee\u6b63\u3002\u9884\u7b97\u8017\u5c3d\u7684\u884c\u4e3a\u8981\u5fc3\u91cc\u6709\u6570\uff1a\u4e3b\u6d41\u5b9e\u73b0\u4f1a\u5f3a\u5236\u6536\u675f\uff0c\u57fa\u4e8e\u5df2\u6709\u601d\u8003\u7ed9\u51fa\u5f53\u524d\u6700\u4f73\u7b54\u6848\uff0c\u8d28\u91cf\u6389\u4e00\u622a\u4f46\u4efb\u52a1\u4e0d\u7a7a\u624b\uff0c\u6240\u4ee5\u9884\u7b97\u522b\u8d34\u7740\u4e0b\u9650\u5b9a\u3002\u5931\u8d25\u6a21\u5f0f\uff1a\u5168\u7ad9\u4e00\u4e2a\u9ed8\u8ba4\u6863\uff0c\u7b80\u5355\u4efb\u52a1\u70e7\u94b1\u3001\u96be\u4efb\u52a1\u601d\u8003\u88ab\u622a\u5728\u5173\u952e\u5904\uff1b\u8bbe\u4e86\u9884\u7b97\u4f46\u4e0d\u76d1\u63a7\u5b9e\u9645\u6d88\u8017\u5206\u5e03\uff0cP95 \u65e9\u8d85\u4e86\u9884\u7b97\u51e0\u4e2a\u6708\u6ca1\u4eba\u53d1\u73b0\u3002<\/p>\n<p>\u5de5\u7a0b\u65b9\u6848\uff1a<\/p>\n<p>def decide_budget(task, history):<br \/>\n &nbsp; &nbsp;# \u4e00\u7ea7\uff1a\u6309\u4efb\u52a1\u7c7b\u578b\u7ed9\u57fa\u7ebf\u6863\u4f4d<br \/>\n &nbsp; &nbsp;base = {<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;\\&#8221;classify\\&#8221;: &nbsp;0, &nbsp; &nbsp; &nbsp; &nbsp;# \u8d70\u975e\u63a8\u7406\u8def\u5f84\uff0c\u4e0d\u82b1\u601d\u8003\u7684\u94b1<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;\\&#8221;tool_call\\&#8221;: 2000, &nbsp; &nbsp; # \u5355\u6b65\u5de5\u5177\u8c03\u7528\uff1a\u77ed\u601d\u8003\u786e\u8ba4\u53c2\u6570\u591f\u7528<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;\\&#8221;plan\\&#8221;: &nbsp; &nbsp; &nbsp;8000, &nbsp; &nbsp; # \u591a\u6b65\u89c4\u5212\uff1a\u62c6\u89e3\u52a0\u6392\u5e8f<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;\\&#8221;debug\\&#8221;: &nbsp; &nbsp; 24000, &nbsp; &nbsp;# \u6392\u9519\uff1a\u5047\u8bbe\u751f\u6210\u4e0e\u9010\u4e00\u9a8c\u8bc1<br \/>\n &nbsp;  }[task.type]<br \/>\n &nbsp; &nbsp;# \u4e8c\u7ea7\uff1a\u7528\u540c\u7c7b\u4efb\u52a1\u5386\u53f2 P70 \u6d88\u8017\u4fee\u6b63\uff0c\u8d34\u5206\u5e03\u800c\u4e0d\u662f\u62cd\u8111\u888b<br \/>\n &nbsp; &nbsp;past = history.p70(task.type)<br \/>\n &nbsp; &nbsp;budget = max(base, past) if past else base<br \/>\n &nbsp; &nbsp;# \u4e09\u7ea7\uff1a\u81ea\u68c0\u4e0d\u8fc7\u5141\u8bb8\u8ffd\u52a0\u4e00\u8f6e\uff0c\u53ea\u6279\u4e00\u6b21\uff0c\u9632\u65e0\u9650\u7eed\u601d\u8003<br \/>\n &nbsp; &nbsp;return budget, allow_ext=(task.type in (\\&#8221;plan\\&#8221;, \\&#8221;debug\\&#8221;))<br \/>\n\u200b<br \/>\ndef run_with_budget(task):<br \/>\n &nbsp; &nbsp;budget, allow_ext = decide_budget(task, history)<br \/>\n &nbsp; &nbsp;ans = reasoning_llm(task, max_think=budget)<br \/>\n &nbsp; &nbsp;if ans.self_check_failed and allow_ext:<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;# \u8ffd\u52a0\u4e00\u6b21\u9884\u7b97\u91cd\u8dd1\uff1b\u4e8c\u6b21\u5931\u8d25\u4e5f\u5f3a\u5236\u6536\u675f\uff0c\u4e0d\u518d\u7eed<br \/>\n &nbsp; &nbsp; &nbsp; &nbsp;ans = reasoning_llm(task, max_think=budget * 2)<br \/>\n &nbsp; &nbsp;return ans.final &nbsp; # \u9884\u7b97\u8017\u5c3d\u65f6\u6a21\u578b\u7ed9\u5f53\u524d\u6700\u4f73\u7b54\u6848\uff0c\u4e0d\u4f1a\u7a7a\u8f6c <\/p>\n<p>\u8ffd\u95ee\u94fe\uff1a<\/p>\n<ul>\n<li>\n<p>\u300c\u9884\u7b97\u8017\u5c3d\u90a3\u4e00\u523b\u6a21\u578b\u5728\u5e72\u4ec0\u4e48\uff1f\u300d-&gt; \u505c\u6b62\u7ee7\u7eed\u601d\u8003\uff0c\u57fa\u4e8e\u5df2\u6709\u63a8\u7406\u6536\u675f\u8f93\u51fa\uff1b\u6240\u4ee5\u9884\u7b97\u662f\u8f6f\u622a\u65ad\uff0c\u8868\u73b0\u4e3a\u8d28\u91cf\u964d\u7ea7\u800c\u4e0d\u662f\u4efb\u52a1\u5931\u8d25\u3002<\/p>\n<\/li>\n<li>\n<p>\u300c\u9884\u7b97\u548c\u5ef6\u8fdf\u4ec0\u4e48\u5173\u7cfb\uff1f\u300d-&gt; \u601d\u8003 token \u4e32\u884c\u89e3\u7801\uff0c\u9884\u7b97\u8fd1\u4f3c\u7b49\u4e8e\u5ef6\u8fdf\u4e0a\u9650\uff1b\u4ea4\u4e92\u573a\u666f\u6309\u53ef\u5bb9\u5fcd\u5ef6\u8fdf\u53cd\u63a8\u9884\u7b97\uff0c\u6bd4\u6309\u8d28\u91cf\u5b9a\u66f4\u5b9e\u9645\u3002<\/p>\n<\/li>\n<li>\n<p>\u300c\u6863\u4f4d\u5b9a\u5f97\u5bf9\u4e0d\u5bf9\u600e\u4e48\u9a8c\u8bc1\uff1f\u300d-&gt; \u5206\u6876\u770b\u6d88\u8017\u5206\u5e03\u548c\u6b63\u786e\u7387\u7684\u5173\u7cfb\uff0c\u6b63\u786e\u7387<\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u9898\u76ee\u7ed3\u6784\u8bf4\u660e\uff1a\u6bcf\u9898\u56db\u90e8\u5206\u3002\u8003\u70b9\u5b9a\u4f4d\u8bb2\u9762\u8bd5\u5b98\u5728\u8003\u5bdf\u4ec0\u4e48\uff1b\u6df1\u62c6\u662f\u673a\u5236\u52a0\u6570\u5b57\u52a0\u5931\u8d25\u6a21\u5f0f\uff0c\u6570\u5b57\u662f\u53ef\u4fe1\u5ea6\u7684\u6765\u6e90\uff1b\u5de5\u7a0b\u65b9\u6848\u7ed9 Python \u98ce\u683c\u4f2a\u4ee3\u7801\uff0c\u9010\u884c\u4e2d\u6587\u6ce8\u91ca\uff0c\u6ce8\u91ca\u5c31\u662f\u9762\u8bd5\u65f6\u53e3\u8ff0\u7684\u8bdd\u672f\uff0c\u4e2a\u522b\u9898\u6362\u6210\u53ef\u590d\u5236\u63d0\u793a\u8bcd\u6a21\u677f\uff1b\u8ffd\u95ee\u94fe\u662f\u7b54\u5b8c\u540e\u5927\u6982\u7387\u8ddf\u4e0a\u7684\u95ee\u9898\uff0c\u9644\u7b54\u6cd5\u3002\u6807\u8bb0\uff1a\u2b50 \u9ad8\u9891\uff08\u51fa\u73b0\u7387\u8fc7\u534a\uff09\u3001\ud83d\udd25 \u8fd1\u4e24\u5e74\u65b0\u589e\u3002 Q1 \u63a8\u7406\u6a21\u578b vs chat \u6a21\u578b\u505a\u5927\u8111\uff1a\u80fd\u529b\u5dee\u5f02\u4ece\u54ea\u6765 \u2b50\ud83d\udd25<br \/>\n\u8003\u70b9\u5b9a\u4f4d\uff1a\u9a8c\u7684\u662f\u5bf9\u300c\u63a8\u7406\u6a21\u578b\u4e3a\u4ec0\u4e48\u5f3a\u300d\u7684\u7406\u89e3\u6df1\u5ea6\u3002\u7b54\u300c\u53c2\u6570\u66f4\u5927\u300d\u7684\u6ca1\u5165\u95e8\uff0c\u7b54\u300cRL \u540e\u8bad\u7ec3\u6362\u4e86\u76ee\u6807\u300d\u4f46\u8bf4\u4e0d\u51fa 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