{"id":92203,"date":"2026-08-09T17:09:06","date_gmt":"2026-08-09T09:09:06","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/92203.html"},"modified":"2026-08-09T17:09:06","modified_gmt":"2026-08-09T09:09:06","slug":"demo%e8%83%bd%e8%b7%91%e5%b0%b1%e6%95%a2%e6%8a%95%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%b2%97%e4%bd%8d%ef%bc%9f%e7%9c%9f%e6%ad%a3%e5%8d%a1%e4%bd%8f%e4%bd%a0%e7%9a%84%e6%98%af%e8%bf%99%e4%b8%89%e6%a0%b7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/92203.html","title":{"rendered":"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f"},"content":{"rendered":"<p>\u804a\u300a\u522b\u6025\u7740\u91cd\u505a\u7a0b\u5e8f\u5458\u804c\u4e1a\u89c4\u5212&#xff0c;\u5148\u770b\u5c97\u4f4d\u5230\u5e95\u5728\u7b5b\u4ec0\u4e48\u300b\u4e4b\u524d&#xff0c;\u5148\u8bf4\u4e00\u53e5\u5b9e\u5728\u7684&#xff1a;\u522b\u6025\u7740\u80cc\u6982\u5ff5&#xff0c;\u5148\u770b\u5b83\u5728\u771f\u5b9e\u9879\u76ee\u91cc\u5230\u5e95\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002<\/p>\n<h3>\u6458\u8981<\/h3>\n<p>\u524d\u9635\u5b50\u5e2e\u51e0\u4e2a\u670b\u53cb\u6539\u7b80\u5386&#xff0c;\u53d1\u73b0\u4e00\u4e2a\u633a\u6709\u610f\u601d\u7684\u73b0\u8c61&#xff1a;\u5f88\u591a\u4eba\u9879\u76ee\u7ecf\u5386\u5199\u5f97\u5f88\u6f02\u4eae&#xff0c;&#034;\u57fa\u4e8eLangChain\u642d\u5efa\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf&#034;\u3001&#034;\u5b9e\u73b0\u4e86RAG\u95ee\u7b54\u94fe&#034;&#xff0c;\u770b\u8d77\u6765\u6bcf\u4e00\u6b65\u90fd\u8e29\u5728\u70ed\u70b9\u4e0a\u3002\u4f46\u7ec6\u95ee\u4e0b\u53bb&#xff0c;\u8fd9\u4e9b\u9879\u76ee\u57fa\u672c\u90fd\u505c\u5728Jupyter Notebook\u91cc&#xff0c;\u6216\u8005\u6700\u591a\u90e8\u7f72\u5230\u672c\u5730\u8dd1\u4e2aAPI\u3002\u4e00\u65e6\u6211\u8bf4&#034;\u90a3\u6743\u9650\u63a7\u5236\u5462&#xff1f;\u65e5\u5fd7\u8ffd\u8e2a\u5462&#xff1f;\u7ebf\u4e0a\u51fa\u95ee\u9898\u4e86\u600e\u4e48\u5b9a\u4f4d&#xff1f;&#034;&#xff0c;\u5bf9\u65b9\u5c31\u5f00\u59cb\u652f\u652f\u543e\u543e\u3002<\/p>\n<p>\u4e0d\u662f\u5927\u5bb6\u4e0d\u60f3\u5b66&#xff0c;\u800c\u662f\u5b66\u4e60\u8def\u7ebf\u672c\u8eab\u51fa\u4e86\u95ee\u9898\u3002\u5927\u591a\u6570\u6559\u7a0b\u7684\u53d9\u4e8b\u662f&#xff1a;\u88c5\u73af\u5883\u3001\u8c03API\u3001\u5199Prompt\u3001\u8dd1\u901aDemo\u3002\u6ca1\u4eba\u544a\u8bc9\u4f60&#xff0c;Demo\u8dd1\u901a\u53ea\u662f\u5165\u573a\u5238&#xff0c;\u771f\u6b63\u51b3\u5b9a\u4f60\u80fd\u4e0d\u80fd\u8fdb\u56e2\u961f\u7684\u662f\u53e6\u5916\u4e09\u4ef6\u4e8b\u3002<\/p>\n<h3>\u76ee\u5f55<\/h3>\n<ul>\n<li>\u5c97\u4f4d\u5230\u5e95\u5728\u7b5b\u4ec0\u4e48<\/li>\n<li>\u6743\u9650\u3001\u65e5\u5fd7\u3001\u53ef\u89c2\u6d4b\u2014\u2014\u4e3a\u4ec0\u4e48\u662f\u8fd9\u4e09\u6837<\/li>\n<li>\u77ed\u671f\u5b66\u4e60\u8ba1\u5212&#xff1a;\u4eceDemo\u5230\u53ef\u4e0a\u7ebf<\/li>\n<li>\u4e2d\u671f\u9879\u76ee\u6c89\u6dc0&#xff1a;\u7b80\u5386\u4e0a\u600e\u4e48\u5199<\/li>\n<li>\u957f\u671f\u7ade\u4e89\u529b&#xff1a;\u5de5\u7a0b\u5316\u601d\u7ef4\u662f\u62a4\u57ce\u6cb3<\/li>\n<li>\u603b\u7ed3<\/li>\n<\/ul>\n<h3>\u5c97\u4f4d\u5230\u5e95\u5728\u7b5b\u4ec0\u4e48<\/h3>\n<p><img decoding=\"async\" alt=\"\u6587\u7ae0\u63d2\u56fe 1\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090859-6a7843abcc38c.png\" \/><\/p>\n<p>\u5148\u8bf4\u4e2a\u771f\u5b9e\u60c5\u51b5\u3002\u6211\u6700\u8fd1\u770b\u4e86\u4e00\u4e9b\u5927\u6a21\u578b\u76f8\u5173\u5c97\u4f4d\u7684JD&#xff0c;\u628a\u8981\u6c42\u62c6\u5f00\u6765\u5206\u7c7b&#xff0c;\u53d1\u73b0\u4e00\u4e2a\u89c4\u5f8b&#xff1a;\u521d\u7ea7\u5c97\u4f4d\u548c\u4e2d\u7ea7\u5c97\u4f4d\u7684\u8981\u6c42\u5dee\u5f97\u6bd4\u4f60\u60f3\u7684\u5927\u3002<\/p>\n<p>\u521d\u7ea7\u5c97\u4f4d\u57fa\u672c\u90fd\u5728\u8bf4&#034;\u4f1a\u7528&#034;\u2014\u2014\u4f1a\u8c03API\u3001\u4f1a\u5199Prompt\u3001\u4f1a\u7528LangChain\u6216LlamaIndex\u642d\u4e2a\u94fe\u5b50\u3002\u8fd9\u7c7b\u5c97\u4f4d\u9762\u8bd5\u4e5f\u7b80\u5355&#xff0c;\u7ed9\u4f60\u4e00\u4e2a\u573a\u666f\u8ba9\u4f60\u5199\u4e2aDemo&#xff0c;\u80fd\u8dd1\u5c31\u884c\u3002<\/p>\n<p>\u4f46\u4e2d\u7ea7\u5c97\u4f4d\u7684\u8981\u6c42\u7a81\u7136\u53d8\u4e86\u3002JD\u91cc\u5f00\u59cb\u51fa\u73b0&#034;\u53ef\u89c2\u6d4b\u6027&#034;\u3001&#034;\u6743\u9650\u63a7\u5236&#034;\u3001&#034;\u94fe\u8def\u8ffd\u8e2a&#034;\u3001&#034;\u751f\u4ea7\u73af\u5883\u90e8\u7f72&#034;\u8fd9\u4e9b\u8bcd\u3002\u9762\u8bd5\u5b98\u4e0d\u518d\u95ee\u4f60&#034;\u600e\u4e48\u5b9e\u73b0RAG&#034;&#xff0c;\u800c\u662f\u95ee\u4f60&#034;\u4f60\u7684\u7cfb\u7edf\u51fa\u9519\u4e86\u600e\u4e48\u5b9a\u4f4d&#xff1f;\u7528\u6237\u8f93\u5165\u654f\u611f\u4fe1\u606f\u600e\u4e48\u8fc7\u6ee4&#xff1f;&#034;<\/p>\n<p>\u8fd9\u4e0d\u662f\u62db\u8058\u65b9\u5728\u5201\u96be&#xff0c;\u800c\u662f\u73b0\u5b9e\u3002\u53bb\u5e74\u6211\u4eec\u56e2\u961f\u63a5\u4e86\u4e00\u4e2a\u5185\u90e8Agent\u9879\u76ee&#xff0c;Demo\u9636\u6bb5\u4e1d\u6ed1\u5f97\u5f88&#xff0c;\u4e00\u4e0a\u751f\u4ea7\u73af\u5883\u5c31\u51fa\u95ee\u9898&#xff1a;\u6743\u9650\u8d8a\u754c\u3001\u65e5\u5fd7\u4e22\u5931\u3001\u94fe\u8def\u8ffd\u8e2a\u65ad\u6389\u3002\u6700\u540e\u82b1\u4e86\u4e00\u4e2a\u6708\u8865\u5de5\u7a0b\u5316\u80fd\u529b&#xff0c;\u6bd4\u6700\u521d\u5199\u4e1a\u52a1\u903b\u8f91\u8fd8\u4e45\u3002<\/p>\n<p>\u5224\u65ad\u6807\u51c6\u5f88\u7b80\u5355&#xff1a;\u5982\u679c\u4f60\u7684\u9879\u76ee\u53ea\u80fd\u8bc1\u660e&#034;\u6211\u4f1a\u7528\u6846\u67b6&#034;&#xff0c;\u90a3\u4f60\u7ade\u4e89\u7684\u662f\u521d\u7ea7\u5c97\u4f4d&#xff1b;\u5982\u679c\u4f60\u7684\u9879\u76ee\u80fd\u8bc1\u660e&#034;\u6211\u80fd\u628a\u4e1c\u897f\u653e\u5230\u751f\u4ea7\u73af\u5883&#034;&#xff0c;\u4f60\u624d\u6709\u8d44\u683c\u8c08\u4e2d\u7ea7\u3002<\/p>\n<h3>\u6743\u9650\u3001\u65e5\u5fd7\u3001\u53ef\u89c2\u6d4b\u2014\u2014\u4e3a\u4ec0\u4e48\u662f\u8fd9\u4e09\u6837<\/h3>\n<p><img decoding=\"async\" alt=\"\u6587\u7ae0\u63d2\u56fe 2\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090900-6a7843acc8026.png\" \/><\/p>\n<p>\u5148\u8bf4\u6743\u9650\u3002\u5f88\u591a\u4eba\u505aAgent\u9879\u76ee&#xff0c;\u9ed8\u8ba4\u6a21\u578b\u8f93\u51fa\u662f\u53ef\u4fe1\u7684&#xff0c;\u76f4\u63a5\u6267\u884c\u3002\u8fd9\u5728Demo\u91cc\u6ca1\u95ee\u9898&#xff0c;\u5728\u751f\u4ea7\u73af\u5883\u91cc\u662f\u9690\u60a3\u3002\u6211\u4eec\u89c1\u8fc7\u4e00\u4e2a\u6848\u4f8b&#xff1a;\u4e00\u4e2a\u5185\u90e8\u77e5\u8bc6\u5e93\u95ee\u7b54Agent&#xff0c;\u6ca1\u6709\u505a\u6743\u9650\u9694\u79bb&#xff0c;\u666e\u901a\u5458\u5de5\u901a\u8fc7Prompt\u6ce8\u5165\u62ff\u5230\u4e86\u9ad8\u7ba1\u85aa\u916c\u6570\u636e\u3002\u8fd9\u4e0d\u662f\u7406\u8bba\u98ce\u9669&#xff0c;\u662f\u771f\u5b9e\u53d1\u751f\u8fc7\u7684\u3002<\/p>\n<p>\u6743\u9650\u63a7\u5236\u4e0d\u662f\u4ec0\u4e48\u590d\u6742\u6280\u672f&#xff0c;\u6838\u5fc3\u5c31\u662f\u4e24\u70b9&#xff1a;\u8eab\u4efd\u8ba4\u8bc1\u548c\u8f93\u5165\u8fc7\u6ee4\u3002\u8eab\u4efd\u8ba4\u8bc1\u89e3\u51b3&#034;\u4f60\u662f\u8c01&#034;&#xff0c;\u8f93\u5165\u8fc7\u6ee4\u89e3\u51b3&#034;\u4f60\u80fd\u8bbf\u95ee\u4ec0\u4e48&#034;\u3002\u4ee3\u7801\u5c42\u9762\u4e0d\u96be&#xff0c;\u4f46\u5927\u591a\u6570\u4eba\u8fde\u8fd9\u4e2a\u610f\u8bc6\u90fd\u6ca1\u6709\u3002<\/p>\n<p># \u4e00\u4e2a\u7b80\u5355\u7684\u6743\u9650\u6821\u9a8c\u4e2d\u95f4\u4ef6\u793a\u4f8b<br \/>\nclass PermissionMiddleware:<br \/>\n    def __init__(self, access_control: AccessControl):<br \/>\n        self.ac &#061; access_control<\/p>\n<p>    def check(self, user: User, query: str) -&gt; bool:<br \/>\n        # 1. \u8eab\u4efd\u8ba4\u8bc1<br \/>\n        if not user.is_authenticated:<br \/>\n            return False<\/p>\n<p>        # 2. \u8f93\u5165\u8fc7\u6ee4&#xff1a;\u68c0\u6d4b\u654f\u611f\u4fe1\u606f<br \/>\n        if self.ac.contains_sensitive_data(query):<br \/>\n            return False<\/p>\n<p>        # 3. \u6743\u9650\u68c0\u67e5&#xff1a;\u7528\u6237\u662f\u5426\u6709\u6743\u9650\u8bbf\u95ee\u76f8\u5173\u6570\u636e\u6e90<br \/>\n        data_sources &#061; self.ac.extract_data_sources(query)<br \/>\n        return all(self.ac.has_permission(user, ds) for ds in data_sources)<\/p>\n<p>\u518d\u8bf4\u65e5\u5fd7\u3002Demo\u91cc\u7684\u65e5\u5fd7\u901a\u5e38\u957f\u8fd9\u6837&#xff1a;\u6253\u5370\u4e00\u4e0b\u8f93\u5165\u548c\u8f93\u51fa&#xff0c;\u5b8c\u4e8b\u3002\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u9700\u8981\u89e3\u51b3\u4e09\u4e2a\u95ee\u9898&#xff1a;\u8fd9\u4e2a\u8bf7\u6c42\u4ece\u54ea\u6765\u3001\u7ecf\u8fc7\u4e86\u54ea\u4e9b\u8282\u70b9\u3001\u6bcf\u4e2a\u8282\u70b9\u8017\u65f6\u591a\u5c11\u3002<\/p>\n<p>\u5f88\u591a\u56e2\u961f\u4e0a\u7ebf\u540e\u51fa\u95ee\u9898&#xff0c;\u7b2c\u4e00\u4ef6\u4e8b\u662f&#034;\u65e5\u5fd7\u5728\u54ea&#xff1f;&#034;\u2014\u2014\u53d1\u73b0\u6839\u672c\u6ca1\u8bb0\u3002\u6216\u8005\u8bb0\u4e86\u4f46\u627e\u4e0d\u5230&#xff0c;\u56e0\u4e3a\u7f3a\u5c11trace_id\u8d2f\u7a7f\u6574\u4e2a\u94fe\u8def\u3002\u8fd9\u4e0d\u662f\u6a21\u578b\u7684\u95ee\u9898&#xff0c;\u662f\u5de5\u7a0b\u4e60\u60ef\u7684\u95ee\u9898\u3002<\/p>\n<p>\u53ef\u89c2\u6d4b\u6027\u542c\u8d77\u6765\u5f88\u9ad8\u5927\u4e0a&#xff0c;\u5176\u5b9e\u5c31\u662f\u4e00\u53e5\u8bdd&#xff1a;\u7cfb\u7edf\u51fa\u95ee\u9898\u65f6&#xff0c;\u4f60\u80fd\u591a\u5feb\u5b9a\u4f4d\u5230\u539f\u56e0\u3002\u8fd9\u9700\u8981\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u8ffd\u8e2a\u4e09\u4ef6\u5957\u914d\u5408\u3002\u73b0\u5728\u5e02\u9762\u4e0a\u6709\u73b0\u6210\u7684\u65b9\u6848&#xff0c;\u6bd4\u5982OpenTelemetry&#xff0c;\u63a5\u5165\u6210\u672c\u4e0d\u9ad8&#xff0c;\u4f46\u80fd\u6551\u547d\u3002<\/p>\n<p><img decoding=\"async\" alt=\"CSDN\u8d44\u6599\u9886\u53d6\u65b9\u5f0f\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090901-6a7843ad90ecf.jpg\" \/><\/p>\n<h3>\u77ed\u671f\u5b66\u4e60\u8ba1\u5212&#xff1a;\u4eceDemo\u5230\u53ef\u4e0a\u7ebf<\/h3>\n<p>\u5982\u679c\u4f60\u73b0\u5728\u7684\u9879\u76ee\u8fd8\u505c\u7559\u5728Demo\u9636\u6bb5&#xff0c;\u522b\u6025\u7740\u5b66\u65b0\u6846\u67b6&#xff0c;\u5148\u628a\u8fd9\u4e09\u4ef6\u4e8b\u8865\u4e0a\u3002\u6211\u7684\u5efa\u8bae\u662f\u6309\u8fd9\u4e2a\u987a\u5e8f\u6765&#xff1a;<\/p>\n<p>\u7b2c\u4e00\u5468&#xff1a;\u7ed9\u73b0\u6709\u9879\u76ee\u52a0\u6743\u9650\u63a7\u5236\u3002\u4e0d\u7528\u91cd\u5199&#xff0c;\u52a0\u4e00\u4e2a\u4e2d\u95f4\u4ef6\u5c42\u5c31\u884c\u3002\u628a\u7528\u6237\u8f93\u5165\u505a\u8fc7\u6ee4&#xff0c;\u628a\u6a21\u578b\u8f93\u51fa\u505a\u6821\u9a8c&#xff0c;\u628a\u6570\u636e\u8bbf\u95ee\u505a\u9694\u79bb\u3002\u8fd9\u4e00\u6b65\u80fd\u5e2e\u4f60\u5efa\u7acb&#034;\u751f\u4ea7\u610f\u8bc6&#034;\u3002<\/p>\n<p>\u7b2c\u4e8c\u5468&#xff1a;\u52a0\u7ed3\u6784\u5316\u65e5\u5fd7\u3002\u7528JSON\u683c\u5f0f\u8bb0\u5f55\u6bcf\u4e2a\u5173\u952e\u8282\u70b9\u7684\u4fe1\u606f&#xff0c;\u5305\u62ec\u8bf7\u6c42ID\u3001\u65f6\u95f4\u6233\u3001\u8f93\u5165\u8f93\u51fa\u6458\u8981\u3001\u8017\u65f6\u3002\u786e\u4fdd\u4f60\u80fd\u4ece\u65e5\u5fd7\u91cc\u8fd8\u539f\u4e00\u6b21\u5b8c\u6574\u8bf7\u6c42\u7684\u94fe\u8def\u3002<\/p>\n<p>\u7b2c\u4e09\u5468&#xff1a;\u63a5\u5165\u94fe\u8def\u8ffd\u8e2a\u3002\u7528OpenTelemetry\u6216\u8005\u7c7b\u4f3c\u7684\u5de5\u5177&#xff0c;\u7ed9\u6bcf\u4e2a\u8bf7\u6c42\u751f\u6210trace_id&#xff0c;\u8d2f\u7a7f\u6574\u4e2a\u8c03\u7528\u94fe\u3002\u8fd9\u4e00\u6b65\u5b8c\u6210\u540e&#xff0c;\u4f60\u7684\u9879\u76ee\u5c31\u6709\u4e86\u53ef\u89c2\u6d4b\u6027\u7684\u57fa\u7840\u3002<\/p>\n<p>\u7b2c\u56db\u5468&#xff1a;\u6a21\u62df\u7ebf\u4e0a\u6545\u969c\u3002\u6545\u610f\u5236\u9020\u4e00\u4e9b\u95ee\u9898\u2014\u2014\u6743\u9650\u8d8a\u754c\u3001\u65e5\u5fd7\u4e22\u5931\u3001\u94fe\u8def\u65ad\u88c2\u2014\u2014\u7136\u540e\u4fee\u590d\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u80fd\u5e2e\u4f60\u7406\u89e3\u6bcf\u4e00\u5c42\u7684\u4ef7\u503c\u3002<\/p>\n<p>\u8fd9\u56db\u5468\u7684\u65f6\u95f4\u6295\u5165&#xff0c;\u6bd4\u5b66\u4e09\u4e2a\u65b0\u6846\u67b6\u66f4\u6709\u4ef7\u503c\u3002<\/p>\n<h3>\u4e2d\u671f\u9879\u76ee\u6c89\u6dc0&#xff1a;\u7b80\u5386\u4e0a\u600e\u4e48\u5199<\/h3>\n<p>\u5f88\u591a\u4eba\u7684\u7b80\u5386\u9879\u76ee\u63cf\u8ff0\u662f\u8fd9\u6837\u7684&#xff1a;&#034;\u4f7f\u7528LangChain\u5b9e\u73b0\u4e86\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf&#xff0c;\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u3002&#034;<\/p>\n<p>\u8fd9\u79cd\u63cf\u8ff0\u7684\u95ee\u9898\u662f&#xff1a;\u5b83\u53ea\u8bc1\u660e\u4f60\u4f1a\u7528\u5de5\u5177&#xff0c;\u6ca1\u8bc1\u660e\u4f60\u80fd\u89e3\u51b3\u95ee\u9898\u3002\u9762\u8bd5\u5b98\u60f3\u770b\u5230\u7684\u662f\u4f60\u5bf9\u5de5\u7a0b\u5316\u7684\u7406\u89e3\u3002<\/p>\n<p>\u8bd5\u8bd5\u8fd9\u6837\u5199&#xff1a;<\/p>\n<p>&gt; \u57fa\u4e8eLangGraph\u6784\u5efa\u5185\u90e8\u77e5\u8bc6\u5e93\u95ee\u7b54Agent&#xff0c;\u5b9e\u73b0\u4e86\u57fa\u4e8e\u89d2\u8272\u7684\u6743\u9650\u63a7\u5236&#xff08;RBAC&#xff09;&#xff0c;\u652f\u6301\u7ec6\u7c92\u5ea6\u6570\u636e\u6e90\u8bbf\u95ee\u9694\u79bb&#xff1b;\u63a5\u5165OpenTelemetry\u5b9e\u73b0\u5168\u94fe\u8def\u8ffd\u8e2a&#xff0c;\u8986\u76d6Prompt\u8c03\u7528\u3001\u5de5\u5177\u8c03\u7528\u3001\u6a21\u578b\u54cd\u5e94\u4e09\u4e2a\u9636\u6bb5\u7684\u8017\u65f6\u548c\u9519\u8bef\u7387\u76d1\u63a7&#xff1b;\u8bbe\u8ba1\u7ed3\u6784\u5316\u65e5\u5fd7\u65b9\u6848&#xff0c;\u652f\u6301\u6309trace_id\u68c0\u7d22\u5b8c\u6574\u8bf7\u6c42\u94fe\u8def&#xff0c;\u7ebf\u4e0a\u95ee\u9898\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u964d\u81f3\u5206\u949f\u7ea7\u3002<\/p>\n<p>\u4e24\u6bb5\u63cf\u8ff0\u770b\u8d77\u6765\u4fe1\u606f\u91cf\u5dee\u4e0d\u591a&#xff0c;\u4f46\u540e\u8005\u80fd\u56de\u7b54\u9762\u8bd5\u5b98\u7684\u4e09\u4e2a\u95ee\u9898&#xff1a;\u4f60\u4f1a\u4e0d\u4f1a\u8003\u8651\u5b89\u5168\u95ee\u9898\u3001\u4f60\u4f1a\u4e0d\u4f1a\u5904\u7406\u7ebf\u4e0a\u6545\u969c\u3001\u4f60\u80fd\u4e0d\u80fd\u91cf\u5316\u9879\u76ee\u4ef7\u503c\u3002<\/p>\n<p>\u5173\u952e\u539f\u5219&#xff1a;\u4e0d\u8981\u53ea\u5199&#034;\u505a\u4e86\u4ec0\u4e48&#034;&#xff0c;\u8981\u5199&#034;\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898&#034;\u548c&#034;\u5e26\u6765\u4e86\u4ec0\u4e48\u53d8\u5316&#034;\u3002\u6570\u5b57\u6bd4\u5f62\u5bb9\u8bcd\u6709\u529b&#xff0c;\u5177\u4f53\u6bd4\u7b3c\u7edf\u53ef\u4fe1\u3002<\/p>\n<h3>\u957f\u671f\u7ade\u4e89\u529b&#xff1a;\u5de5\u7a0b\u5316\u601d\u7ef4\u662f\u62a4\u57ce\u6cb3<\/h3>\n<p>\u8bf4\u70b9\u53ef\u80fd\u4e0d\u592a\u597d\u542c\u7684\u8bdd&#xff1a;\u4f1a\u8c03API\u7684\u4eba\u592a\u591a\u4e86\u3002\u5927\u6a21\u578b\u964d\u4f4e\u4e86\u5f00\u53d1\u95e8\u69db&#xff0c;\u610f\u5473\u7740\u521d\u7ea7\u5f00\u53d1\u7684\u7ade\u4e89\u4f1a\u975e\u5e38\u6fc0\u70c8\u3002\u4f46\u5de5\u7a0b\u5316\u80fd\u529b\u2014\u2014\u6743\u9650\u3001\u65e5\u5fd7\u3001\u53ef\u89c2\u6d4b\u6027\u3001\u7a33\u5b9a\u6027\u2014\u2014\u8fd9\u4e9b\u4e1c\u897f\u77ed\u671f\u5b66\u4e0d\u4f1a&#xff0c;\u9700\u8981\u771f\u5b9e\u7684\u9879\u76ee\u8e29\u5751\u624d\u80fd\u79ef\u7d2f\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u8bf4\u4f60\u8981\u6210\u4e3a\u8fd0\u7ef4\u4e13\u5bb6&#xff0c;\u800c\u662f\u8bf4\u4f60\u8981\u5177\u5907&#034;\u628a\u4e1c\u897f\u653e\u5230\u751f\u4ea7\u73af\u5883&#034;\u7684\u80fd\u529b\u3002\u8fd9\u79cd\u80fd\u529b\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u77e5\u9053\u4ec0\u4e48\u60c5\u51b5\u4e0b\u9700\u8981\u6743\u9650\u63a7\u5236&#xff0c;\u4ee5\u53ca\u5982\u4f55\u5b9e\u73b0<\/li>\n<li>\u77e5\u9053\u65e5\u5fd7\u5e94\u8be5\u8bb0\u4ec0\u4e48\u3001\u600e\u4e48\u8bb0\u3001\u600e\u4e48\u67e5<\/li>\n<li>\u77e5\u9053\u7cfb\u7edf\u51fa\u95ee\u9898\u65f6\u600e\u4e48\u5feb\u901f\u5b9a\u4f4d<\/li>\n<li>\u77e5\u9053Demo\u548c\u751f\u4ea7\u7684\u533a\u522b\u5728\u54ea\u91cc<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u80fd\u529b\u4e0d\u4f1a\u51fa\u73b0\u5728\u6559\u7a0b\u91cc&#xff0c;\u56e0\u4e3a\u5b83\u4eec\u592a&#034;\u67af\u71e5&#034;\u4e86\u3002\u4f46\u6b63\u662f\u8fd9\u4e9b\u80fd\u529b&#xff0c;\u51b3\u5b9a\u4e86\u4e00\u4e2a\u4eba\u80fd\u4e0d\u80fd\u4ece&#034;\u4f1a\u5199Demo\u7684&#034;\u53d8\u6210&#034;\u80fd\u4e0a\u751f\u4ea7\u7684&#034;\u3002<\/p>\n<h3>\u603b\u7ed3<\/h3>\n<p>\u804c\u4e1a\u89c4\u5212\u8fd9\u4ef6\u4e8b&#xff0c;\u5f88\u591a\u4eba\u60f3\u5f97\u592a\u590d\u6742\u3002\u5176\u5b9e\u6838\u5fc3\u95ee\u9898\u5c31\u4e00\u4e2a&#xff1a;\u4f60\u7684\u9879\u76ee\u80fd\u4e0d\u80fd\u8bc1\u660e\u4f60\u80fd\u89e3\u51b3\u771f\u5b9e\u95ee\u9898&#xff1f;<\/p>\n<p>\u5982\u679c\u53ea\u80fd\u8bc1\u660e\u4f60\u4f1a\u8c03API\u3001\u4f1a\u5199Prompt&#xff0c;\u90a3\u4f60\u7ade\u4e89\u7684\u662f\u521d\u7ea7\u5c97\u4f4d&#xff0c;\u8fd9\u6761\u8def\u4f1a\u8d8a\u6765\u8d8a\u5377\u3002\u5982\u679c\u4f60\u80fd\u8bc1\u660e\u4f60\u80fd\u641e\u5b9a\u6743\u9650\u3001\u65e5\u5fd7\u3001\u53ef\u89c2\u6d4b\u6027&#xff0c;\u80fd\u628aDemo\u53d8\u6210\u80fd\u4e0a\u7ebf\u7684\u7cfb\u7edf&#xff0c;\u4f60\u7684\u7ade\u4e89\u529b\u4f1a\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<p>\u5b66\u4e60\u987a\u5e8f\u4e5f\u5f88\u5173\u952e&#xff1a;\u5148\u8865\u5de5\u7a0b\u5316\u80fd\u529b&#xff0c;\u518d\u8ffd\u65b0\u6846\u67b6\u3002\u56e0\u4e3a\u6846\u67b6\u4f1a\u8fc7\u65f6&#xff0c;\u5de5\u7a0b\u5316\u601d\u7ef4\u4e0d\u4f1a\u3002<\/p>\n<p>\u6700\u540e\u8bf4\u4e00\u4e2a\u5224\u65ad\u6807\u51c6&#xff1a;\u5982\u679c\u4f60\u7684\u9879\u76ee\u53ea\u80fd\u8dd1\u5728\u672c\u5730&#xff0c;\u6216\u8005\u53ea\u80fd\u5c55\u793a\u7ed9\u9762\u8bd5\u5b98\u770b&#xff0c;\u90a3\u5b83\u8fd8\u4e0d\u80fd\u7b97\u4f60\u7684\u9879\u76ee\u3002\u80fd\u4e0a\u7ebf\u3001\u80fd\u76d1\u63a7\u3001\u80fd\u6392\u67e5\u95ee\u9898\u2014\u2014\u8fd9\u4e09\u4e2a\u6761\u4ef6\u6ee1\u8db3\u4e24\u4e2a\u4ee5\u4e0a&#xff0c;\u624d\u7b97\u771f\u6b63\u5b8c\u6210\u4e86\u4e00\u4e2a\u9879\u76ee\u3002<\/p>\n<h3>\u8d44\u6599\u5c55\u793a<\/h3>\n<p>\u4e0b\u9762\u662f\u6211\u6574\u7406\u7684AI\u5927\u6a21\u578b\u5b66\u4e60\u8d44\u6599\u548c\u5de5\u5177\u5305\u9884\u89c8&#xff0c;\u9002\u5408\u6536\u85cf\u540e\u6309\u4e3b\u9898\u9010\u6b65\u5b66\u4e60\u3002<\/p>\n<p><img decoding=\"async\" alt=\"AI\u5927\u6a21\u578b\u8d44\u6599\u5c55\u793a 1\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090902-6a7843ae02e0f.png\" \/><\/p>\n<p><img decoding=\"async\" alt=\"AI\u5927\u6a21\u578b\u8d44\u6599\u5c55\u793a 2\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090903-6a7843af4a0d7.png\" \/><\/p>\n<p><img decoding=\"async\" alt=\"AI\u5927\u6a21\u578b\u8d44\u6599\u5c55\u793a 3\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090903-6a7843afd2439.png\" \/><\/p>\n<p><img decoding=\"async\" alt=\"AI\u5927\u6a21\u578b\u8d44\u6599\u5c55\u793a 4\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090904-6a7843b043e31.png\" \/><\/p>\n<p>\u5982\u679c\u4f60\u60f3\u770b\u5b8c\u6574\u8d44\u6599\u76ee\u5f55&#xff0c;\u53ef\u4ee5\u5728\u8bc4\u8bba\u533a\u7559\u8a00\u300c\u8d44\u6599\u300d&#xff1b;\u4e5f\u6b22\u8fce\u544a\u8bc9\u6211\u4f60\u66f4\u5173\u6ce8AI\u5927\u6a21\u578b\u91cc\u7684\u54ea\u7c7b\u5185\u5bb9\u3002<\/p>\n<p><img decoding=\"async\" alt=\"CSDN\u5b98\u65b9\u5927\u793c\u5305\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090905-6a7843b11330a.jpg\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u804a\u300a\u522b\u6025\u7740\u91cd\u505a\u7a0b\u5e8f\u5458\u804c\u4e1a\u89c4\u5212&#xff0c;\u5148\u770b\u5c97\u4f4d\u5230\u5e95\u5728\u7b5b\u4ec0\u4e48\u300b\u4e4b\u524d&#xff0c;\u5148\u8bf4\u4e00\u53e5\u5b9e\u5728\u7684&#xff1a;\u522b\u6025\u7740\u80cc\u6982\u5ff5&#xff0c;\u5148\u770b\u5b83\u5728\u771f\u5b9e\u9879\u76ee\u91cc\u5230\u5e95\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002\u6458\u8981\u524d\u9635\u5b50\u5e2e\u51e0\u4e2a\u670b\u53cb\u6539\u7b80\u5386&#xff0c;\u53d1\u73b0\u4e00\u4e2a\u633a\u6709\u610f\u601d\u7684\u73b0\u8c61&#xff1a;\u5f88\u591a\u4eba\u9879\u76ee\u7ecf\u5386\u5199\u5f97\u5f88\u6f02\u4eae&#xff0c;\\&#8221;\u57fa\u4e8eLangChain\u642d\u5efa\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\\&#8221;\u3001\\&#8221;\u5b9e\u73b0\u4e86RAG\u95ee\u7b54\u94fe\\&#8221;&#xff0c;\u770b\u8d77\u6765\u6bcf\u4e00\u6b65\u90fd\u8e29\u5728\u70ed\u70b9\u4e0a\u3002\u4f46\u7ec6\u95ee\u4e0b\u53bb&#xff0c;\u8fd9\u4e9b\u9879\u76ee\u57fa\u672c\u90fd\u505c\u5728Jupyter Notebo<\/p>\n","protected":false},"author":2,"featured_media":92195,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10538,58,81,87,132],"topic":[],"class_list":["post-92203","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-ai","tag-linux","tag-python","tag-87","tag-132"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/92203.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u804a\u300a\u522b\u6025\u7740\u91cd\u505a\u7a0b\u5e8f\u5458\u804c\u4e1a\u89c4\u5212&#xff0c;\u5148\u770b\u5c97\u4f4d\u5230\u5e95\u5728\u7b5b\u4ec0\u4e48\u300b\u4e4b\u524d&#xff0c;\u5148\u8bf4\u4e00\u53e5\u5b9e\u5728\u7684&#xff1a;\u522b\u6025\u7740\u80cc\u6982\u5ff5&#xff0c;\u5148\u770b\u5b83\u5728\u771f\u5b9e\u9879\u76ee\u91cc\u5230\u5e95\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002\u6458\u8981\u524d\u9635\u5b50\u5e2e\u51e0\u4e2a\u670b\u53cb\u6539\u7b80\u5386&#xff0c;\u53d1\u73b0\u4e00\u4e2a\u633a\u6709\u610f\u601d\u7684\u73b0\u8c61&#xff1a;\u5f88\u591a\u4eba\u9879\u76ee\u7ecf\u5386\u5199\u5f97\u5f88\u6f02\u4eae&#xff0c;&quot;\u57fa\u4e8eLangChain\u642d\u5efa\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf&quot;\u3001&quot;\u5b9e\u73b0\u4e86RAG\u95ee\u7b54\u94fe&quot;&#xff0c;\u770b\u8d77\u6765\u6bcf\u4e00\u6b65\u90fd\u8e29\u5728\u70ed\u70b9\u4e0a\u3002\u4f46\u7ec6\u95ee\u4e0b\u53bb&#xff0c;\u8fd9\u4e9b\u9879\u76ee\u57fa\u672c\u90fd\u505c\u5728Jupyter Notebo\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/92203.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-09T09:09:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090859-6a7843abcc38c.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/92203.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/92203.html\",\"name\":\"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-08-09T09:09:06+00:00\",\"dateModified\":\"2026-08-09T09:09:06+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/92203.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/92203.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/92203.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/92203.html","og_locale":"zh_CN","og_type":"article","og_title":"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u804a\u300a\u522b\u6025\u7740\u91cd\u505a\u7a0b\u5e8f\u5458\u804c\u4e1a\u89c4\u5212&#xff0c;\u5148\u770b\u5c97\u4f4d\u5230\u5e95\u5728\u7b5b\u4ec0\u4e48\u300b\u4e4b\u524d&#xff0c;\u5148\u8bf4\u4e00\u53e5\u5b9e\u5728\u7684&#xff1a;\u522b\u6025\u7740\u80cc\u6982\u5ff5&#xff0c;\u5148\u770b\u5b83\u5728\u771f\u5b9e\u9879\u76ee\u91cc\u5230\u5e95\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002\u6458\u8981\u524d\u9635\u5b50\u5e2e\u51e0\u4e2a\u670b\u53cb\u6539\u7b80\u5386&#xff0c;\u53d1\u73b0\u4e00\u4e2a\u633a\u6709\u610f\u601d\u7684\u73b0\u8c61&#xff1a;\u5f88\u591a\u4eba\u9879\u76ee\u7ecf\u5386\u5199\u5f97\u5f88\u6f02\u4eae&#xff0c;\"\u57fa\u4e8eLangChain\u642d\u5efa\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\"\u3001\"\u5b9e\u73b0\u4e86RAG\u95ee\u7b54\u94fe\"&#xff0c;\u770b\u8d77\u6765\u6bcf\u4e00\u6b65\u90fd\u8e29\u5728\u70ed\u70b9\u4e0a\u3002\u4f46\u7ec6\u95ee\u4e0b\u53bb&#xff0c;\u8fd9\u4e9b\u9879\u76ee\u57fa\u672c\u90fd\u505c\u5728Jupyter Notebo","og_url":"https:\/\/www.wsisp.com\/helps\/92203.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-08-09T09:09:06+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260809090859-6a7843abcc38c.png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/92203.html","url":"https:\/\/www.wsisp.com\/helps\/92203.html","name":"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-08-09T09:09:06+00:00","dateModified":"2026-08-09T09:09:06+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/92203.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/92203.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/92203.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"Demo\u80fd\u8dd1\u5c31\u6562\u6295\u5927\u6a21\u578b\u5c97\u4f4d\uff1f\u771f\u6b63\u5361\u4f4f\u4f60\u7684\u662f\u8fd9\u4e09\u6837\u4e1c\u897f"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/92203","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=92203"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/92203\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/92195"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=92203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=92203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=92203"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=92203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}