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\u4e0e\u6dd8\u6c70\u539f\u56e0<\/td>\n<\/tr>\n<tr>\n<td>\u6307\u6807\u805a\u5408<\/td>\n<td>\u8ba1\u7b97\u8fc7\u7a0b\u786e\u5b9a&#xff0c;\u4e0d\u9700\u8bed\u8a00\u5224\u65ad<\/td>\n<td>\u5206\u7ec4\u7edf\u8ba1\u4e0e\u5f02\u5e38\u5217\u8868<\/td>\n<\/tr>\n<tr>\n<td>\u683c\u5f0f\u9a8c\u8bc1<\/td>\n<td>\u8f93\u5165\u8f93\u51fa\u6a21\u5f0f\u7a33\u5b9a<\/td>\n<td>\u9519\u8bef\u7801\u3001\u5b57\u6bb5\u3001\u8bc1\u636e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u76f8\u53cd&#xff0c;\u4ee5\u4e0b\u60c5\u51b5\u5e94\u4fdd\u7559\u76f4\u63a5\u5de5\u5177\u8c03\u7528&#xff1a;\u53ea\u9700\u8981\u4e00\u6b21\u8c03\u7528&#xff1b;\u5de5\u5177\u7ed3\u679c\u5f88\u5c0f&#xff1b;\u6bcf\u4e00\u6b65\u7ed3\u679c\u90fd\u53ef\u80fd\u6539\u53d8\u4e0b\u4e00\u6b65\u7b56\u7565&#xff1b;\u8c03\u7528\u6d89\u53ca\u7528\u6237\u5ba1\u6279&#xff1b;\u6700\u7ec8\u56de\u7b54\u5fc5\u987b\u5b8c\u6574\u4fdd\u7559\u539f\u751f\u5f15\u7528\u6216\u6587\u4ef6\u3002\u5c24\u5176\u662f\u5ba1\u6279\u573a\u666f&#xff0c;\u4e0d\u5e94\u628a\u51b3\u5b9a\u548c\u6267\u884c\u90fd\u5305\u8fdb\u4e0d\u53ef\u89c1\u7684\u6279\u5904\u7406\u7a0b\u5e8f\u3002<\/p>\n<p>\u4e00\u4e2a\u5b9e\u7528\u95ee\u9898\u662f&#xff1a;\u201c\u5982\u679c\u628a\u4e2d\u95f4\u7ed3\u679c\u6362\u6210\u8868\u683c&#xff0c;\u666e\u901a\u7a0b\u5e8f\u5458\u80fd\u5426\u4ec5\u9760\u89c4\u5219\u5b8c\u6210\u5904\u7406&#xff1f;\u201d\u7b54\u6848\u4e3a\u201c\u80fd\u201d\u65f6&#xff0c;PTC \u5f80\u5f80\u503c\u5f97\u8bc4\u4f30&#xff1b;\u7b54\u6848\u4e3a\u201c\u8fd8\u8981\u7406\u89e3\u8bed\u5883\u3001\u5224\u65ad\u4f8b\u5916\u201d\u65f6&#xff0c;\u5e94\u8ba9\u6a21\u578b\u5728\u5173\u952e\u8282\u70b9\u91cd\u65b0\u53c2\u4e0e\u3002<\/p>\n<h3>\u4e00\u4e2a\u6709\u8fb9\u754c\u7684\u65e5\u5fd7\u5206\u6790\u793a\u4f8b<\/h3>\n<p>\u5047\u8bbe\u6211\u4eec\u6709\u4e24\u4e2a\u53ea\u8bfb\u5de5\u5177&#xff1a;list_services() \u8fd4\u56de\u670d\u52a1\u6e05\u5355&#xff0c;query_errors(service, window) \u8fd4\u56de\u9519\u8bef\u6458\u8981\u3002\u76ee\u6807\u662f\u627e\u51fa\u6700\u8fd1\u4e00\u5c0f\u65f6\u9519\u8bef\u7387\u6700\u9ad8\u7684 10 \u4e2a\u670d\u52a1&#xff0c;\u5e76\u4fdd\u7559\u53ef\u5ba1\u8ba1\u8bc1\u636e\u3002<\/p>\n<p>\u4e0d\u8981\u53ea\u5199\u201c\u9ad8\u6548\u4f7f\u7528 PTC\u201d\u3002\u5e94\u8be5\u628a\u7a0b\u5e8f\u9636\u6bb5\u7684\u5408\u540c\u5199\u6e05\u695a&#xff1a;<\/p>\n<p>\u4f7f\u7528\u7a0b\u5e8f\u5316\u5de5\u5177\u8c03\u7528\u5b8c\u6210\u6709\u754c\u7684\u6570\u636e\u9636\u6bb5&#xff1a;<br \/>\n1. \u4ec5\u5141\u8bb8\u8c03\u7528 list_services \u4e0e query_errors\u3002<br \/>\n2. \u670d\u52a1\u67e5\u8be2\u6700\u591a\u5e76\u53d1 8 \u4e2a&#xff0c;\u5355\u670d\u52a1\u5931\u8d25\u6700\u591a\u91cd\u8bd5 1 \u6b21\u3002<br \/>\n3. \u8fc7\u6ee4\u8bf7\u6c42\u91cf\u5c11\u4e8e 100 \u7684\u670d\u52a1&#xff0c;\u6309 error_rate \u964d\u5e8f\u6392\u5217\u3002<br \/>\n4. \u8f93\u51fa\u6700\u591a 10 \u9879&#xff0c;\u6bcf\u9879\u5305\u542b service\u3001request_count\u3001error_count\u3001error_rate\u3001evidence_id\u3002<br \/>\n5. \u4e0d\u6267\u884c\u4efb\u4f55\u5199\u64cd\u4f5c&#xff1b;\u82e5\u6210\u529f\u670d\u52a1\u5c11\u4e8e\u603b\u6570\u7684 90%&#xff0c;\u8fd4\u56de structured_failure\u3002<br \/>\n\u6700\u7ec8\u6839\u56e0\u5224\u65ad\u548c\u5904\u7f6e\u5efa\u8bae\u4ecd\u7531\u6a21\u578b\u901a\u8fc7\u76f4\u63a5\u63a8\u7406\u5b8c\u6210\u3002<\/p>\n<p>\u8fd9\u6bb5\u5408\u540c\u5305\u542b\u516d\u7c7b\u771f\u6b63\u5f71\u54cd\u53ef\u9760\u6027\u7684\u7ea6\u675f&#xff1a;\u5141\u8bb8\u7684\u5de5\u5177\u3001\u5e76\u53d1\u91cf\u3001\u91cd\u8bd5\u6b21\u6570\u3001\u8fc7\u6ee4\u89c4\u5219\u3001\u8f93\u51fa\u6a21\u5f0f\u548c\u505c\u6b62\u6761\u4ef6\u3002\u7a0b\u5e8f\u6267\u884c\u53ea\u662f\u4e2d\u95f4\u5c42&#xff0c;\u6700\u7ec8\u7b54\u6848\u4ecd\u9700\u68c0\u67e5\u6570\u636e\u662f\u5426\u5b8c\u6574\u3001\u8bc1\u636e\u662f\u5426\u80fd\u8ffd\u6eaf&#xff0c;\u4ee5\u53ca\u662f\u5426\u9057\u6f0f\u7528\u6237\u8981\u6c42\u3002<\/p>\n<h3>\u63a5\u5165\u65f6\u5fc5\u987b\u5904\u7406\u7684\u8f93\u51fa\u7c7b\u578b<\/h3>\n<p>\u6839\u636e OpenAI \u5f53\u524d\u6a21\u578b\u6307\u5bfc&#xff0c;\u542f\u7528 PTC \u65f6\u9700\u8981\u52a0\u5165 programmatic_tool_calling \u5de5\u5177&#xff0c;\u5e76\u5728\u53ef\u88ab\u7a0b\u5e8f\u8c03\u7528\u7684\u5de5\u5177\u4e0a\u8bbe\u7f6e\u5141\u8bb8\u7684\u8c03\u7528\u8005\u3002\u5e94\u7528\u4fa7\u4e0d\u80fd\u53ea\u7b49\u5f85\u666e\u901a\u51fd\u6570\u8c03\u7528&#xff0c;\u8fd8\u8981\u6b63\u786e\u5904\u7406 program\u3001\u7531\u7a0b\u5e8f\u53d1\u8d77\u7684\u51fd\u6570\u8c03\u7528\u4ee5\u53ca program_output \u7b49\u8f93\u51fa\u9879&#xff0c;\u5e76\u4fdd\u7559 call_id \u548c caller \u7684\u5173\u8054\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u63a5\u5165\u4ee3\u7801\u81f3\u5c11\u8981\u6709\u4e09\u5c42\u72b6\u6001&#xff1a;<\/p>\n<li>\u54cd\u5e94\u7ea7\u72b6\u6001&#xff1a;\u8bb0\u5f55\u4e00\u6b21 Responses API \u4ea4\u4e92\u7684\u6807\u8bc6\u548c\u7ed3\u675f\u539f\u56e0\u3002<\/li>\n<li>\u8c03\u7528\u7ea7\u72b6\u6001&#xff1a;\u6309 call_id \u8ddf\u8e2a\u8f93\u5165\u3001\u8f93\u51fa\u3001\u9519\u8bef\u3001\u8017\u65f6\u548c\u91cd\u8bd5\u3002<\/li>\n<li>\u7a0b\u5e8f\u7ea7\u72b6\u6001&#xff1a;\u8bb0\u5f55\u7a0b\u5e8f\u4ea7\u7269\u3001\u5141\u8bb8\u8c03\u7528\u8005\u4ee5\u53ca\u6700\u7ec8\u538b\u7f29\u7ed3\u679c\u3002<\/li>\n<p>\u5982\u679c\u5e94\u7528\u4e22\u5931\u8c03\u7528\u5173\u8054&#xff0c;\u5e38\u89c1\u540e\u679c\u4e0d\u662f\u7acb\u523b\u62a5\u9519&#xff0c;\u800c\u662f\u628a\u67d0\u6b21\u5de5\u5177\u7ed3\u679c\u63a5\u5230\u9519\u8bef\u7684\u8bf7\u6c42\u4e0a&#xff0c;\u5bfc\u81f4\u201c\u770b\u8d77\u6765\u5408\u7406\u3001\u5b9e\u9645\u4e0a\u4e32\u7ebf\u201d\u7684\u7b54\u6848\u3002\u56e0\u6b64&#xff0c;\u8c03\u7528\u6807\u8bc6\u5e94\u5f53\u4f5c\u4e3a\u6570\u636e\u6a21\u578b\u7684\u4e00\u90e8\u5206\u6301\u4e45\u5316&#xff0c;\u800c\u4e0d\u662f\u4ec5\u6253\u5370\u5230\u65e5\u5fd7\u3002<\/p>\n<h3>\u5982\u4f55\u8bc4\u4f30\u662f\u5426\u771f\u7684\u66f4\u597d<\/h3>\n<p>\u5de5\u5177\u8c03\u7528\u6b21\u6570\u51cf\u5c11\u5e76\u4e0d\u7b49\u4e8e\u4ea7\u54c1\u8d28\u91cf\u63d0\u9ad8\u3002\u5efa\u8bae\u5728\u4e00\u7ec4\u56fa\u5b9a\u6837\u672c\u4e0a\u540c\u65f6\u8fd0\u884c\u76f4\u63a5\u8c03\u7528\u7248\u548c PTC \u7248&#xff0c;\u81f3\u5c11\u8bb0\u5f55\u4ee5\u4e0b\u6307\u6807&#xff1a;<\/p>\n<ul>\n<li>\u4efb\u52a1\u5b8c\u6210\u7387&#xff1a;\u6700\u7ec8\u7ed3\u679c\u662f\u5426\u6ee1\u8db3\u5168\u90e8\u9a8c\u6536\u6761\u4ef6&#xff1b;<\/li>\n<li>\u8bc1\u636e\u5b8c\u6574\u7387&#xff1a;\u6bcf\u4e2a\u5173\u952e\u7ed3\u8bba\u662f\u5426\u80fd\u56de\u6eaf\u5230\u5de5\u5177\u7ed3\u679c&#xff1b;<\/li>\n<li>\u6700\u7ec8\u7b54\u6848\u5b8c\u6574\u5ea6&#xff1a;\u7a0b\u5e8f\u8f93\u51fa\u6b63\u786e\u65f6&#xff0c;\u6a21\u578b\u662f\u5426\u4ecd\u9057\u6f0f\u5b57\u6bb5&#xff1b;<\/li>\n<li>\u603b Token\u3001\u7aef\u5230\u7aef\u5ef6\u8fdf\u548c\u8d39\u7528&#xff1b;<\/li>\n<li>\u5de5\u5177\u8c03\u7528\u6570\u3001\u5931\u8d25\u6570\u3001\u91cd\u8bd5\u6570\u4e0e\u5e76\u53d1\u5cf0\u503c&#xff1b;<\/li>\n<li>\u4eba\u5de5\u590d\u6838\u53d1\u73b0\u7684\u9519\u8bef\u7c7b\u578b\u3002<\/li>\n<\/ul>\n<p>\u8bc4\u4f30\u65f6\u8981\u7279\u522b\u68c0\u67e5 program_output \u4e0e\u6700\u7ec8\u6d88\u606f\u4e4b\u95f4\u7684\u5dee\u5f02\u3002\u7a0b\u5e8f\u53ef\u80fd\u8fd4\u56de\u4e86\u5b8c\u6574\u7684 10 \u6761\u8bb0\u5f55&#xff0c;\u4f46\u6700\u7ec8\u6d88\u606f\u53ea\u8bb2\u4e86 8 \u6761&#xff1b;\u4e5f\u53ef\u80fd\u7a0b\u5e8f\u6b63\u786e\u6807\u8bb0\u90e8\u5206\u5931\u8d25&#xff0c;\u800c\u603b\u7ed3\u65f6\u628a\u7ed3\u679c\u8bf4\u6210\u201c\u5168\u90e8\u6210\u529f\u201d\u3002\u5bf9\u751f\u4ea7\u7cfb\u7edf\u800c\u8a00&#xff0c;\u8fd9\u7c7b\u6700\u540e\u4e00\u516c\u91cc\u635f\u5931\u548c\u5de5\u5177\u6267\u884c\u9519\u8bef\u540c\u6837\u91cd\u8981\u3002<\/p>\n<p>\u53ef\u4ee5\u628a\u4e0a\u7ebf\u95e8\u69db\u8bbe\u4e3a&#xff1a;\u4efb\u52a1\u5b8c\u6210\u7387\u4e0d\u4e0b\u964d\u3001\u8bc1\u636e\u5b8c\u6574\u7387\u4e0d\u4e0b\u964d&#xff0c;\u5728\u6b64\u57fa\u7840\u4e0a\u518d\u6bd4\u8f83\u6210\u672c\u548c\u5ef6\u8fdf\u3002\u5148\u5b88\u4f4f\u8d28\u91cf&#xff0c;\u518d\u8c08\u6548\u7387\u3002<\/p>\n<h3>\u5b89\u5168\u4e0e\u53ef\u8fd0\u7ef4\u8bbe\u8ba1<\/h3>\n<p>PTC \u6700\u9002\u5408\u53ea\u8bfb\u6216\u98ce\u9669\u8f83\u4f4e\u7684\u8ba1\u7b97\u9636\u6bb5\u3002\u5bf9\u4e8e\u5220\u9664\u3001\u53d1\u5e03\u3001\u8f6c\u8d26\u3001\u4fee\u6539\u6743\u9650\u7b49\u64cd\u4f5c&#xff0c;\u5e94\u5f53\u4fdd\u7559\u663e\u5f0f\u5ba1\u6279\u548c\u76f4\u63a5\u6267\u884c\u8fb9\u754c\u3002\u5373\u4f7f\u7a0b\u5e8f\u53ea\u80fd\u8c03\u7528\u767d\u540d\u5355\u5de5\u5177&#xff0c;\u4e5f\u8981\u9650\u5236\u5355\u6b21\u8c03\u7528\u6570\u91cf\u3001\u53c2\u6570\u8303\u56f4\u3001\u7f51\u7edc\u76ee\u6807\u3001\u6267\u884c\u65f6\u95f4\u548c\u7ed3\u679c\u5927\u5c0f\u3002<\/p>\n<p>\u8fd0\u7ef4\u4fa7\u5efa\u8bae\u628a\u4ee5\u4e0b\u5b57\u6bb5\u5199\u5165\u7ed3\u6784\u5316\u65e5\u5fd7&#xff1a;\u7a0b\u5e8f\u7248\u672c\u54c8\u5e0c\u3001\u5141\u8bb8\u5de5\u5177\u5217\u8868\u3001\u6bcf\u6b21\u8c03\u7528\u7684 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PTC&#xff0c;\u53ef\u4ee5\u6309\u4ee5\u4e0b\u987a\u5e8f\u8fdb\u884c&#xff1a;<\/p>\n<li>\u753b\u51fa\u5de5\u5177\u8c03\u7528\u548c\u4e2d\u95f4\u6570\u636e\u6d41&#xff0c;\u5708\u51fa\u7eaf\u89c4\u5219\u5904\u7406\u9636\u6bb5\u3002<\/li>\n<li>\u4e3a\u8be5\u9636\u6bb5\u5b9a\u4e49\u56fa\u5b9a\u8f93\u5165\u3001\u8f93\u51fa\u6a21\u5f0f\u548c\u8bc1\u636e\u5b57\u6bb5\u3002<\/li>\n<li>\u53ea\u6388\u6743\u5fc5\u8981\u7684\u53ea\u8bfb\u5de5\u5177&#xff0c;\u5e76\u8bbe\u7f6e\u8c03\u7528\u3001\u5e76\u53d1\u3001\u65f6\u95f4\u548c\u91cd\u8bd5\u4e0a\u9650\u3002<\/li>\n<li>\u4fdd\u7559\u8bed\u4e49\u5224\u65ad\u3001\u7528\u6237\u5ba1\u6279\u4e0e\u6700\u7ec8\u9a8c\u8bc1\u4e3a\u76f4\u63a5\u6b65\u9aa4\u3002<\/li>\n<li>\u540c\u65f6\u89e3\u6790\u666e\u901a\u6d88\u606f\u3001\u7a0b\u5e8f\u9879\u3001\u5de5\u5177\u8c03\u7528\u548c\u7a0b\u5e8f\u8f93\u51fa&#xff0c;\u4fdd\u5b58\u8c03\u7528\u5173\u8054\u3002<\/li>\n<li>\u7528\u540c\u4e00\u6279\u6837\u672c\u5bf9\u6bd4\u5b8c\u6210\u7387\u3001\u8bc1\u636e\u3001\u6210\u672c\u548c\u5ef6\u8fdf\u3002<\/li>\n<li>\u5efa\u7acb\u964d\u7ea7\u548c\u4eba\u5de5\u63a5\u7ba1\u8def\u5f84&#xff0c;\u518d\u9010\u6b65\u6269\u5927\u6d41\u91cf\u3002<\/li>\n<p>PTC 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