{"id":114573,"date":"2026-10-09T14:49:17","date_gmt":"2026-10-09T06:49:17","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/114573.html"},"modified":"2026-10-09T14:49:17","modified_gmt":"2026-10-09T06:49:17","slug":"%e7%bb%99%e5%a4%a7%e5%ae%b6%e6%99%ae%e5%8f%8a%e4%b8%80%e4%b8%8b%e8%bd%ac%e5%9e%8b%e5%81%9aai%e5%ba%94%e7%94%a8%e5%bc%80%e5%8f%91%e5%b2%97%e9%9c%80%e8%a6%81%e8%be%be%e5%88%b0%e4%bb%80%e4%b9%88%e6%a0%b7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/114573.html","title":{"rendered":"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01"},"content":{"rendered":"<p>\u6587\u7ae0\u6307\u51fa&#xff0c;\u60f3\u8fdb\u5165AI\u5e94\u7528\u5f00\u53d1\u9886\u57df&#xff0c;\u638c\u63e1LangChain\u7b49\u6846\u67b6\u5e76\u4e0d\u8db3\u591f\u3002\u4f01\u4e1a\u66f4\u770b\u91cd\u80fd\u5426\u5c06Demo\u8f6c\u5316\u4e3a\u7a33\u5b9a\u3001\u53ef\u7ef4\u62a4\u3001\u6709\u4e1a\u52a1\u4ef7\u503c\u7684\u7cfb\u7edf\u3002\u6587\u7ae0\u63d0\u51fa\u4e86\u4e94\u4e2a\u5173\u952e\u5173\u5361&#xff1a;\u6280\u672f\u9009\u578b\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u5de5\u5177\u8c03\u7528\u53ef\u9760\u6027\u3001\u7406\u89e3AI\u5e94\u7528\u6570\u636e\u7279\u70b9\u4ee5\u53ca\u5177\u5907\u7ebf\u4e0a\u601d\u7ef4\u3002\u6bcf\u4e2a\u5173\u5361\u90fd\u5f3a\u8c03\u4e86\u5b9e\u9645\u64cd\u4f5c\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b&#xff0c;\u800c\u975e\u5355\u7eaf\u7684\u7406\u8bba\u77e5\u8bc6\u3002\u6587\u7ae0\u8fd8\u5efa\u8bae\u5f00\u53d1\u8005\u6df1\u5165\u6316\u6398\u9879\u76ee&#xff0c;\u51c6\u5907\u9879\u76ee\u590d\u76d8\u8868&#xff0c;\u5e76\u7ed9\u51fa\u4e86\u9488\u5bf9\u8f6c\u884c\u8005\u548c\u5e94\u5c4a\u751f\u7684\u5b66\u4e60\u8def\u7ebf\u5efa\u8bae&#xff0c;\u5f3a\u8c03\u5de5\u7a0b\u80fd\u529b\u548c\u6570\u636e\u6307\u6807\u7684\u91cd\u8981\u6027\u3002<\/p>\n<hr \/>\n<p>\u6211\u662f\u4e00\u540d 6 \u5e74 Java \u540e\u7aef\u8f6c AI \u5e94\u7528\u5f00\u53d1&#xff0c;\u73b0\u5728\u5728\u5927\u5382\u505a AI \u5e94\u7528\u7814\u53d1\u3002\u6700\u8fd1\u6211\u7ed3\u5408\u5c97\u4f4d JD\u3001AI \u5e94\u7528\u5f00\u53d1\u5c97\u4f4d\u9762\u8bd5\u53cd\u9988\u548c\u81ea\u5df1\u5e26\u4eba\u8f6c\u578b\u7684\u7ecf\u5386&#xff0c;\u6574\u7406\u4e86\u4e00\u4e0b&#xff1a;\u5982\u679c\u4f60\u60f3\u51b2 AI \u5e94\u7528\u5f00\u53d1\u5c97&#xff0c;\u771f\u6b63\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6c34\u5e73\u3002<\/p>\n<p>\u5148\u8bf4\u4e00\u4e2a\u5f88\u591a\u4eba\u4e0d\u613f\u610f\u9762\u5bf9\u7684\u73b0\u5b9e \u26a1&#xff1a;<\/p>\n<p>\u4f60\u4f1a LangChain\u3001LangGraph&#xff0c;\u80fd\u8ddf\u7740\u6559\u7a0b\u8dd1\u901a\u4e00\u4e2a RAG Demo&#xff0c;\u4e0d\u4ee3\u8868\u4f60\u5df2\u7ecf\u5177\u5907\u9762\u8bd5\u7ade\u4e89\u529b\u3002<\/p>\n<p>\u73b0\u5728\u4f01\u4e1a\u66f4\u5173\u6ce8\u7684&#xff0c;\u4e0d\u662f\u4f60\u4f1a\u591a\u5c11\u6846\u67b6&#xff0c;\u800c\u662f\u4f60\u80fd\u4e0d\u80fd\u628a\u4e00\u4e2a Demo \u505a\u6210\u7a33\u5b9a\u3001\u53ef\u7ef4\u62a4\u3001\u80fd\u4ea7\u751f\u4e1a\u52a1\u4ef7\u503c\u7684\u7cfb\u7edf\u3002<\/p>\n<hr \/>\n<p>&#x1f6aa; \u7b2c\u4e00\u5173&#xff0c;\u662f\u4f60\u80fd\u4e0d\u80fd\u5224\u65ad&#xff1a;\u8fd9\u4e2a\u95ee\u9898\u5230\u5e95\u8be5\u4e0d\u8be5\u7528 AI\u3002<\/p>\n<p>\u9762\u8bd5\u5b98\u5927\u6982\u7387\u4f1a\u95ee\u4f60&#xff1a;<\/p>\n<p>\u4e3a\u4ec0\u4e48\u4e0d\u7528\u4f20\u7edf\u63a5\u53e3&#xff1f;<\/p>\n<p>\u4e3a\u4ec0\u4e48\u4e0d\u7528\u56fa\u5b9a Workflow&#xff1f;<\/p>\n<p>\u4e3a\u4ec0\u4e48\u4e0d\u7528\u89c4\u5219\u5f15\u64ce&#xff1f;<\/p>\n<p>\u5982\u679c\u4e1a\u52a1\u6d41\u7a0b\u56fa\u5b9a\u3001\u5206\u652f\u660e\u786e&#xff08;\u6bd4\u5982\u8868\u5355\u63d0\u4ea4\u3001\u8ba2\u5355\u72b6\u6001\u67e5\u8be2&#xff09;&#xff0c;\u56fa\u5b9a\u6d41\u7a0b\u5f80\u5f80\u6bd4 AI \u66f4\u7a33\u5b9a&#xff1b;\u5982\u679c\u53ea\u662f\u4e00\u6b21\u7b80\u5355\u7684\u4fe1\u606f\u67e5\u8be2&#xff0c;\u4f20\u7edf\u63a5\u53e3\u5c31\u591f\u4e86\u3002\u53ea\u6709\u5f53\u4efb\u52a1\u5b58\u5728\u4e00\u5b9a\u590d\u6742\u5ea6\u2014\u2014\u9700\u8981\u6a21\u578b\u7406\u89e3\u7528\u6237\u610f\u56fe\u3001\u52a8\u6001\u89c4\u5212\u6b65\u9aa4\u3001\u9009\u62e9\u5de5\u5177\u5e76\u6839\u636e\u7ed3\u679c\u7ee7\u7eed\u6267\u884c\u65f6&#xff0c;AI \u624d\u771f\u6b63\u6709\u4ef7\u503c\u3002<\/p>\n<p>\u6240\u4ee5\u4f60\u5b66\u4e60 AI \u5e94\u7528\u5f00\u53d1\u7684\u7b2c\u4e00\u6b65&#xff0c;\u4e0d\u662f\u5148\u80cc\u6846\u67b6&#xff0c;\u800c\u662f\u5b66\u4f1a\u505a\u6280\u672f\u9009\u578b\u3002<\/p>\n<p>\u8fd9\u4e00\u5173\u8fc7\u4e0d\u4e86\u7684\u5019\u9009\u4eba&#xff0c;\u5341\u4e2a\u91cc\u9762\u4e03\u4e2a\u5012\u5728\u7b2c\u4e00\u4e2a\u95ee\u9898\u2014\u2014\u9762\u8bd5\u5b98\u8fd8\u6ca1\u95ee\u6280\u672f&#xff0c;\u5df2\u7ecf\u5728\u5fc3\u91cc\u7ed9\u4f60\u5224\u4e86\u6b7b\u5211\u3002<\/p>\n<hr \/>\n<p>\u7b2c\u4e8c\u5173&#xff0c;\u662f\u80fd\u4e0d\u80fd\u72ec\u7acb\u8bbe\u8ba1\u5b8c\u6574\u67b6\u6784\u3002<\/p>\n<p>\u4ee5\u4f01\u4e1a AI \u5ba2\u670d\u4e3a\u4f8b&#xff0c;\u81f3\u5c11\u8981\u8003\u8651\u8fd9\u4e9b\u6a21\u5757&#xff1a;<\/p>\n<p>\u7528\u6237\u8f93\u5165\u3001\u610f\u56fe\u8bc6\u522b\u3001\u4efb\u52a1\u89c4\u5212\u3001\u77e5\u8bc6\u5e93\u68c0\u7d22\u3001\u5de5\u5177\u8c03\u7528\u3001\u8bb0\u5fc6\u7ba1\u7406\u3001\u7ed3\u679c\u6821\u9a8c\u3001\u5f02\u5e38\u515c\u5e95\u548c\u6700\u7ec8\u56de\u590d\u3002<\/p>\n<p>\u4f46\u9762\u8bd5\u65f6\u4e0d\u8981\u53ea\u4f1a\u80cc\u6a21\u5757&#xff0c;\u66f4\u8981\u8bb2\u6e05\u695a\u4e3a\u4ec0\u4e48\u8fd9\u6837\u8bbe\u8ba1\u3002<\/p>\n<p>\u54ea\u4e9b\u95ee\u9898\u7528 RAG \u89e3\u51b3&#xff1f;\u2014\u2014\u67e5\u516c\u53f8\u5236\u5ea6\u3001\u67e5\u4ea7\u54c1\u624b\u518c\u3002<\/p>\n<p>\u54ea\u4e9b\u95ee\u9898\u9700\u8981\u67e5\u6570\u636e\u5e93&#xff1f;\u2014\u2014\u67e5\u8ba2\u5355\u72b6\u6001\u3001\u67e5\u7528\u6237\u753b\u50cf\u3002<\/p>\n<p>\u4ec0\u4e48\u65f6\u5019\u5141\u8bb8 AI \u81ea\u52a8\u56de\u7b54&#xff1f;\u2014\u2014\u975e\u51b3\u7b56\u6027\u7684\u4fe1\u606f\u54a8\u8be2\u3002<\/p>\n<p>\u6d89\u53ca\u9000\u6b3e\u3001\u6539\u4ef7\u3001\u5220\u6570\u636e\u3001\u8c03\u6743\u9650\u8fd9\u4e9b\u9ad8\u98ce\u9669\u64cd\u4f5c\u65f6&#xff0c;\u4e3a\u4ec0\u4e48\u5fc5\u987b\u589e\u52a0\u4eba\u5de5\u786e\u8ba4&#xff1f;<\/p>\n<p>\u771f\u6b63\u62c9\u5f00\u5dee\u8ddd\u7684&#xff0c;\u6c38\u8fdc\u662f\u8fd9\u4e9b\u53d6\u820d\u3002<\/p>\n<hr \/>\n<p>\u2699\ufe0f \u7b2c\u4e09\u5173&#xff0c;\u662f Tool Calling \u80fd\u4e0d\u80fd\u505a\u5f97\u53ef\u9760\u3002<\/p>\n<p>AI \u5e94\u7528\u4e0d\u662f\u591a\u63a5\u51e0\u4e2a\u5de5\u5177\u5c31\u66f4\u9ad8\u7ea7\u3002\u5de5\u5177\u8d8a\u591a&#xff0c;\u8c03\u7528\u6210\u672c\u8d8a\u9ad8&#xff0c;\u51fa\u9519\u6982\u7387\u4e5f\u8d8a\u5927\u3002<\/p>\n<p>\u4f60\u8981\u80fd\u8bbe\u8ba1\u6e05\u6670\u7684\u5de5\u5177\u53c2\u6570\u3001\u6743\u9650\u63a7\u5236\u3001\u8d85\u65f6\u673a\u5236\u548c\u5931\u8d25\u91cd\u8bd5\u3002\u4f8b\u5982\u67e5\u8be2\u8ba2\u5355\u53ef\u4ee5\u81ea\u52a8\u6267\u884c&#xff0c;\u4f46\u9000\u6b3e\u64cd\u4f5c\u9700\u8981\u4e8c\u6b21\u786e\u8ba4&#xff1b;\u5de5\u5177\u8fde\u7eed\u5931\u8d25\u65f6&#xff0c;\u4e0d\u80fd\u8ba9\u6a21\u578b\u65e0\u9650\u5faa\u73af&#xff0c;\u800c\u662f\u8981\u8bbe\u7f6e\u6700\u5927\u91cd\u8bd5\u6b21\u6570&#xff0c;\u5e76\u8fd4\u56de\u53ef\u89e3\u91ca\u7684\u5931\u8d25\u539f\u56e0\u3002<\/p>\n<p>\u8fd9\u624d\u662f\u4f01\u4e1a\u771f\u6b63\u5173\u5fc3\u7684\u5de5\u7a0b\u80fd\u529b\u3002<\/p>\n<hr \/>\n<p>\u26a0\ufe0f \u7b2c\u56db\u5173&#xff0c;\u662f Tool Calling \u4e4b\u5916&#xff0c;\u4f60\u61c2\u4e0d\u61c2 AI \u5e94\u7528\u7684\u6570\u636e\u7279\u70b9\u3002<\/p>\n<p>AI \u5e94\u7528\u9762\u5bf9\u7684\u6570\u636e\u6709\u4e09\u4e2a\u7279\u70b9\u2014\u2014\u4efb\u4f55\u4e00\u4e2a\u6ca1\u8e29\u8fc7\u5751\u7684\u4eba&#xff0c;\u90fd\u5f88\u96be\u771f\u6b63\u7406\u89e3&#xff1a;<\/p>\n<p>1. \u7528\u6237\u8f93\u5165\u5b8c\u5168\u4e0d\u53ef\u63a7\u3002 \u540c\u4e00\u53e5\u8bdd\u95ee&#034;\u8ba2\u5355\u72b6\u6001&#034;\u2014\u2014\u201c\u6211\u7684\u5feb\u9012\u5230\u54ea\u4e86\u201d\u201c\u6211\u4e70\u7684\u4e1c\u897f\u53d1\u4e86\u5417\u201d\u201c\u8fd0\u5355\u600e\u4e48\u8fd8\u6ca1\u52a8\u201d&#xff0c;\u6a21\u578b\u4e0d\u8e29\u8fc7\u51e0\u5343\u6761\u771f\u5b9e query \u6839\u672c\u5206\u4e0d\u6e05\u662f\u540c\u4e00\u4ef6\u4e8b\u3002<\/p>\n<p>2. \u4e0a\u4e0b\u6587\u7a97\u53e3\u662f\u786c\u7ea6\u675f\u3002 \u4e00\u6b21\u4f1a\u8bdd\u804a\u5230\u7b2c\u4e8c\u5341\u8f6e&#xff0c;\u5173\u952e\u9700\u6c42\u88ab\u6324\u6389&#xff1b;\u591a\u8f6e\u5de5\u5177\u8c03\u7528\u540e prompt \u4f53\u79ef\u7206\u6389\u2014\u2014\u4f60\u5fc5\u987b\u61c2\u538b\u7f29\u3001\u5206\u5c42\u3001\u6458\u8981\u3001\u5916\u90e8\u8bb0\u5fc6\u53ec\u56de\u8fd9\u56db\u4ef6\u4e8b\u600e\u4e48\u642d\u3002<\/p>\n<p>3. \u8f93\u51fa\u8bc4\u4f30\u9ad8\u5ea6\u4e3b\u89c2\u3002 \u540c\u6837\u7684\u56de\u7b54&#xff0c;\u7528\u6237 A \u6ee1\u610f\u3001\u7528\u6237 B \u89c9\u5f97\u6577\u884d\u2014\u2014\u548c CRUD \u65f6\u4ee3\u7684&#034;\u8fd4\u56de 200 \u5c31\u6210\u529f&#034;\u5b8c\u5168\u662f\u4e24\u5957\u6807\u51c6\u3002\u6ca1\u6709\u4eba\u5de5\u62bd\u6837\u8bc4\u6d4b\u3001\u6ca1\u6709 Bad Case \u5e93&#xff0c;\u4f60\u8fde\u6a21\u578b\u4ece\u54ea\u5929\u5f00\u59cb&#034;\u53d8\u8822&#034;\u90fd\u4e0d\u77e5\u9053\u3002<\/p>\n<p>\u8fd9\u4e00\u5173\u662f AI \u5e94\u7528\u72ec\u6709\u7684\u2014\u2014\u7eaf CRUD \u80cc\u666f\u7684\u5f00\u53d1\u8005\u6700\u5bb9\u6613\u683d\u5728\u8fd9\u91cc\u3002<\/p>\n<hr \/>\n<p>&#x1f4ca; \u7b2c\u4e94\u5173&#xff0c;\u662f\u4f60\u6709\u6ca1\u6709\u7ebf\u4e0a\u601d\u7ef4\u3002<\/p>\n<p>\u5982\u679c\u7b80\u5386\u91cc\u5199\u4e86&#034;\u72ec\u7acb\u5f00\u53d1\u4f01\u4e1a\u7ea7 AI \u5e94\u7528&#034;&#xff0c;\u9762\u8bd5\u5b98\u5927\u6982\u7387\u4f1a\u7ee7\u7eed\u8ffd\u95ee&#xff1a;<\/p>\n<p>\u65e5\u5747\u8c03\u7528\u91cf\u662f\u591a\u5c11&#xff1f;<\/p>\n<p>\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u591a\u4e45&#xff1f;<\/p>\n<p>\u4efb\u52a1\u6210\u529f\u7387\u600e\u4e48\u7edf\u8ba1&#xff1f;\u2014\u2014\u7528\u6237\u70b9&#034;\u91cd\u65b0\u751f\u6210&#034;\u7684\u6bd4\u4f8b\u662f\u6700\u76f4\u63a5\u7684\u8d1f\u9762\u6307\u6807\u3002<\/p>\n<p>Token \u6210\u672c\u600e\u4e48\u63a7\u5236&#xff1f;\u2014\u2014\u9ad8\u9891\u95ee\u9898\u6709\u6ca1\u6709\u8d70\u7f13\u5b58&#xff1f;\u7b80\u5355\u4efb\u52a1\u6709\u6ca1\u6709\u5206\u6d41\u7ed9\u5c0f\u6a21\u578b&#xff1f;<\/p>\n<p>\u5e7b\u89c9\u95ee\u9898\u600e\u4e48\u5904\u7406&#xff1f;<\/p>\n<p>\u7528\u6237\u4e2d\u9014\u9000\u51fa\u600e\u4e48\u529e&#xff1f;\u2014\u2014\u4e0a\u4e0b\u6587\u72b6\u6001\u600e\u4e48\u5b58&#xff1f;\u4e0b\u6b21\u8fdb\u6765\u80fd\u4e0d\u80fd\u63a5\u4e0a&#xff1f;<\/p>\n<p>\u5982\u679c\u8fd9\u4e9b\u95ee\u9898\u4f60\u90fd\u6ca1\u6709\u7b54\u6848&#xff0c;\u9879\u76ee\u5f88\u5bb9\u6613\u88ab\u5224\u65ad\u4e3a\u672c\u5730 Demo\u3002<\/p>\n<p>\u6211\u7684\u5efa\u8bae\u662f&#xff0c;\u54ea\u6015\u4f60\u73b0\u5728\u6ca1\u6709\u771f\u5b9e\u7ebf\u4e0a\u9879\u76ee&#xff0c;\u4e5f\u8981\u4e3b\u52a8\u7ed9\u81ea\u5df1\u7684\u9879\u76ee\u8865\u9f50\u4e00\u5957\u6307\u6807\u4f53\u7cfb\u3002\u6bd4\u5982\u8bb0\u5f55\u9996 Token \u5ef6\u8fdf\u3001\u5b8c\u6574\u54cd\u5e94\u8017\u65f6\u3001\u5de5\u5177\u8c03\u7528\u6210\u529f\u7387\u3001\u4efb\u52a1\u5b8c\u6210\u7387\u3001\u5e73\u5747 Token \u6d88\u8017\u3001\u5178\u578b Bad Case \u548c**&#034;\u7528\u6237\u70b9\u4e86\u91cd\u65b0\u751f\u6210&#034;\u7684\u6b21\u6570\u2014\u2014\u8fd9\u4e2a\u6570\u5b57\u662f\u5224\u65ad\u6a21\u578b\u8868\u73b0\u6700\u8bda\u5b9e\u7684\u6307\u6807\u3002**<\/p>\n<p>\u6ca1\u6709\u6570\u636e&#xff0c;\u5c31\u6ca1\u6709\u771f\u6b63\u7684\u9879\u76ee\u95ed\u73af\u3002<\/p>\n<hr \/>\n<p>\u6700\u540e\u662f\u9879\u76ee\u6df1\u6316\u3002<\/p>\n<p>\u4e0d\u8981\u53ea\u5728\u7b80\u5386\u4e0a\u5806&#034;RAG\u3001Agent\u3001\u591a\u667a\u80fd\u4f53\u3001MCP\u3001LangChain\u3001\u77e5\u8bc6\u56fe\u8c31&#034;\u8fd9\u4e9b\u540d\u8bcd\u3002\u4f60\u9700\u8981\u51c6\u5907\u4e00\u5f20\u9879\u76ee\u590d\u76d8\u8868&#xff0c;\u81f3\u5c11\u5199\u6e05\u695a\u56db\u4ef6\u4e8b&#xff1a;<\/p>\n<p>\u4e1a\u52a1\u95ee\u9898\u662f\u4ec0\u4e48&#xff1b;<\/p>\n<p>\u4e3a\u4ec0\u4e48\u9009\u62e9 AI&#xff0c;\u800c\u4e0d\u662f\u56fa\u5b9a\u6d41\u7a0b\u6216\u4eba\u5de5&#xff1b;<\/p>\n<p>\u9047\u5230\u8fc7\u54ea\u4e9b\u5931\u8d25\u6848\u4f8b\u2014\u2014\u5c24\u5176\u662f AI \u5e94\u7528\u7279\u6709\u7684&#xff1a;\u7528\u6237\u8f93\u5165\u5343\u5947\u767e\u602a\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3\u7206\u6389\u3001\u6a21\u578b\u7f16\u9020\u4e8b\u5b9e\u3001\u5de5\u5177\u8c03\u7528\u8d85\u65f6&#xff1b;<\/p>\n<p>\u4f60\u505a\u4e86\u54ea\u4e9b\u4f18\u5316&#xff0c;\u4f18\u5316\u524d\u540e\u6709\u4ec0\u4e48\u53d8\u5316\u3002<\/p>\n<p>\u8fd9\u6bd4\u5355\u7eaf\u8bf4&#034;\u6211\u7528\u4e86 LangGraph&#034;\u6709\u7528\u5f97\u591a\u3002<\/p>\n<hr \/>\n<p>\u8def\u7ebf\u5efa\u8bae<\/p>\n<p>\u5bf9\u4e8e\u5e94\u5c4a\u751f\u3001\u8f6c AI \u5e94\u7528\u65b9\u5411\u7684\u540c\u5b66&#xff0c;\u6211\u5efa\u8bae\u6309\u7167\u8fd9\u6761\u8def\u7ebf\u51c6\u5907&#xff1a;<\/p>\n<p>\u5148\u8865 Python\u3001\u540e\u7aef\u3001\u6570\u636e\u5e93\u548c\u63a5\u53e3\u57fa\u7840&#xff1b;\u2014\u2014\u8fd9\u4e00\u5c42\u4e92\u8054\u7f51\u80cc\u666f\u7684\u4eba\u5360\u4f18\u52bf&#xff0c;\u522b\u4e22\u3002<\/p>\n<p>\u518d\u8865 Transformer \u539f\u7406\u3001RAG \u5168\u94fe\u8def\u3001Prompt \u5de5\u7a0b\u3001\u5411\u91cf\u5e93\u9009\u578b\u3001Token \u4f53\u7cfb\u3001\u6a21\u578b\u8bc4\u4f30\u65b9\u6cd5\u8fd9\u4e9b AI \u57fa\u7840&#xff1b;<\/p>\n<p>\u518d\u638c\u63e1 Agent \u7f16\u6392\u3001Tool Calling\u3001MCP \u534f\u8bae\u63a5\u5165&#xff1b;<\/p>\n<p>\u6700\u540e\u505a\u4e00\u4e2a\u6709\u5b8c\u6574\u6570\u636e\u6307\u6807\u7684\u9879\u76ee&#xff0c;\u5e76\u4e14\u53cd\u590d\u51c6\u5907\u9879\u76ee\u6df1\u6316\u2014\u2014\u5c24\u5176\u662f AI \u5e94\u7528\u7279\u6709\u7684 Bad Case\u3002<\/p>\n<p>\u4e0d\u8981\u4e00\u4e0a\u6765\u5c31\u6536\u96c6\u5341\u51e0\u4e2a\u6846\u67b6\u3002 \u9009\u4e00\u4e2a\u4e3b\u6846\u67b6&#xff0c;\u628a\u9700\u6c42\u62c6\u89e3\u3001\u5de5\u5177\u8c03\u7528\u3001\u5f02\u5e38\u5904\u7406\u3001\u6210\u672c\u63a7\u5236\u3001\u7f13\u5b58\u7b56\u7565\u3001\u8bc4\u6d4b\u95ed\u73af\u771f\u6b63\u505a\u51fa\u6765\u3002<\/p>\n<p>&#x1f525; AI \u5e94\u7528\u5f00\u53d1\u7684\u62a4\u57ce\u6cb3\u4ece\u6765\u4e0d\u5728\u6846\u67b6&#xff0c;\u5728\u4f60\u5bf9\u6a21\u578b\u80fd\u529b\u8fb9\u754c\u548c\u5de5\u7a0b\u7a33\u5b9a\u6027\u7684\u540c\u65f6\u656c\u754f\u3002<\/p>\n<hr \/>\n<p>01<\/p>\n<p>\u4ec0\u4e48\u662fAI\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08&#xff1f;<\/p>\n<p>\u5982\u679c\u8bf4AI\u5927\u6a21\u578b\u662f\u8574\u85cf\u7740\u5de8\u5927\u80fd\u91cf\u7684\u201c\u540e\u53f0\u8d85\u7ea7\u80fd\u529b\u201d&#xff0c;\u90a3\u4e48AI\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08\u5c31\u662f\u5c06\u8fd9\u79cd\u80fd\u91cf\u8f6c\u5316\u4e3a\u5b9e\u7528\u5de5\u5177\u7684\u6267\u884c\u8005\u3002<\/p>\n<p>AI\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08\u662f\u57fa\u4e8eAI\u5927\u6a21\u578b&#xff0c;\u8bbe\u8ba1\u5f00\u53d1\u843d\u5730\u4e1a\u52a1\u7684\u5e94\u7528\u5de5\u7a0b\u5e08\u3002<\/p>\n<p>\u8fd9\u4e2a\u804c\u4e1a\u7684\u6838\u5fc3\u4ef7\u503c&#xff0c;\u5728\u4e8e\u6253\u7834\u6280\u672f\u4e0e\u7528\u6237\u4e4b\u95f4\u7684\u58c1\u5792&#xff0c;\u628a\u666e\u901a\u4eba\u96be\u4ee5\u7406\u89e3\u7684\u7b97\u6cd5\u903b\u8f91\u3001\u6a21\u578b\u53c2\u6570&#xff0c;\u8f6c\u5316\u4e3a\u4eba\u4eba\u90fd\u80fd\u8f7b\u677e\u64cd\u4f5c\u7684\u4ea7\u54c1\u5f62\u6001\u3002<\/p>\n<p>\u65e0\u8bba\u662f\u65e5\u5e38\u5199\u4f5c\u65f6\u7528\u5230\u7684AI\u6587\u6848\u751f\u6210\u5668\u3001\u4fee\u56fe\u8f6f\u4ef6\u91cc\u7684\u667a\u80fd\u7f8e\u5316\u529f\u80fd&#xff0c;\u8fd8\u662f\u529e\u516c\u573a\u666f\u4e2d\u7684\u81ea\u52a8\u8bb0\u8d26\u5de5\u5177\u3001\u4f1a\u8bae\u8bb0\u5f55\u7528\u7684\u8bed\u97f3\u8f6c\u6587\u5b57APP&#xff0c;\u8fd9\u4e9b\u770b\u4f3c\u7b80\u5355\u7684\u5e94\u7528\u80cc\u540e&#xff0c;\u90fd\u662f\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08\u5728\u9ed8\u9ed8\u642d\u5efa\u6280\u672f\u4e0e\u9700\u6c42\u4e4b\u95f4\u7684\u6865\u6881\u3002<\/p>\n<p>\u4ed6\u4eec\u4e0d\u8ffd\u6c42\u521b\u9020\u5168\u65b0\u7684\u5927\u6a21\u578b&#xff0c;\u800c\u662f\u4e13\u6ce8\u4e8e\u8ba9\u5df2\u6709\u7684\u5927\u6a21\u578b\u201c\u542c\u61c2\u201d\u4e1a\u52a1\u9700\u6c42&#xff0c;\u201c\u5b66\u4f1a\u201d\u89e3\u51b3\u5177\u4f53\u95ee\u9898&#xff0c;\u6700\u7ec8\u5f62\u6210\u53ef\u843d\u5730\u3001\u53ef\u4f7f\u7528\u7684\u4ea7\u54c1\u3002<\/p>\n<h3>CSDN\u7c89\u4e1d\u72ec\u5bb6\u798f\u5229<\/h3>\n<p>\u7ed9\u5927\u5bb6\u6574\u7406\u4e86\u4e00\u4efdAI\u5927\u6a21\u578b\u5168\u5957\u5b66\u4e60\u8d44\u6599&#xff0c;\u8fd9\u4efd\u5b8c\u6574\u7248\u7684 AI \u5927\u6a21\u578b\u5b66\u4e60\u8d44\u6599\u5df2\u7ecf\u4e0a\u4f20CSDN&#xff0c;\u670b\u53cb\u4eec\u5982\u679c\u9700\u8981\u53ef\u4ee5\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801&amp;\u70b9\u51fb\u4e0b\u65b9CSDN\u5b98\u65b9\u8ba4\u8bc1\u94fe\u63a5\u514d\u8d39\u9886\u53d6 \u3010\u4fdd\u8bc1100%\u514d\u8d39\u3011<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261009064916-6ac88e6c58844.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>02<\/p>\n<p>AI\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08\u7684\u6838\u5fc3\u804c\u8d23<\/p>\n<p>\u9700\u6c42\u5206\u6790\u4e0e\u62c6\u89e3\u662f\u5de5\u4f5c\u7684\u8d77\u70b9&#xff0c;\u4e5f\u662f\u786e\u4fdd\u5f00\u53d1\u4e0d\u504f\u79bb\u65b9\u5411\u7684\u5173\u952e\u3002<\/p>\n<p>\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08\u9700\u8981\u76f4\u63a5\u5bf9\u63a5\u4e1a\u52a1\u65b9&#xff0c;\u6df1\u5165\u7406\u89e3\u5176\u6838\u5fc3\u8bc9\u6c42\u2014\u2014\u4e0d\u4ec5\u8981\u660e\u786e\u201c\u8981\u505a\u4ec0\u4e48\u201d&#xff0c;\u66f4\u8981\u5398\u6e05\u201c\u4e3a\u4ec0\u4e48\u8981\u505a\u201d\u4ee5\u53ca\u201c\u505a\u5230\u4ec0\u4e48\u7a0b\u5ea6\u7b97\u5408\u683c\u201d\u3002<\/p>\n<p>\u5728\u6b64\u57fa\u7840\u4e0a&#xff0c;\u4ed6\u4eec\u4f1a\u5c06\u6a21\u7cca\u7684\u4e1a\u52a1\u9700\u6c42\u62c6\u89e3\u4e3a\u5177\u4f53\u7684\u6280\u672f\u4efb\u52a1&#xff0c;\u660e\u786e\u6bcf\u4e2a\u73af\u8282\u7684\u6267\u884c\u6807\u51c6&#xff0c;\u5e76\u8bc4\u4f30\u6280\u672f\u5b9e\u73b0\u7684\u53ef\u884c\u6027&#xff0c;\u540c\u65f6\u5b9a\u4e49\u6e05\u6670\u7684\u6838\u5fc3\u6307\u6807&#xff0c;\u4e3a\u540e\u7eed\u5f00\u53d1\u3001\u6d4b\u8bd5\u63d0\u4f9b\u4f9d\u636e\u3002<\/p>\n<p>\u8fd9\u4e00\u6b65\u5c31\u50cf\u5efa\u7b51\u524d\u7684\u56fe\u7eb8\u8bbe\u8ba1&#xff0c;\u82e5\u51fa\u73b0\u504f\u5dee&#xff0c;\u540e\u7eed\u6240\u6709\u5de5\u4f5c\u90fd\u53ef\u80fd\u767d\u8d39\u3002<\/p>\n<p>\u6280\u672f\u9009\u578b\u4e0e\u9002\u914d\u662f\u8854\u63a5\u9700\u6c42\u4e0e\u5f00\u53d1\u7684\u6838\u5fc3\u73af\u8282\u3002<\/p>\n<p>\u5de5\u7a0b\u5e08\u9700\u8981\u6839\u636e\u4e1a\u52a1\u573a\u666f\u7684\u7279\u70b9&#xff0c;\u9009\u62e9\u5408\u9002\u7684\u57fa\u7840\u5927\u6a21\u578b\u3001\u5f00\u53d1\u6846\u67b6\u548c\u5de5\u5177\u2014\u2014\u4e0d\u540c\u7684\u4e1a\u52a1\u5bf9\u6a21\u578b\u7684\u54cd\u5e94\u901f\u5ea6\u3001\u7cbe\u5ea6\u3001\u6210\u672c\u8981\u6c42\u4e0d\u540c&#xff0c;\u9009\u578b\u7684\u5408\u7406\u6027\u76f4\u63a5\u5f71\u54cd\u6700\u7ec8\u4ea7\u54c1\u7684\u8868\u73b0\u3002<\/p>\n<p>\u540c\u65f6&#xff0c;\u4ed6\u4eec\u8fd8\u8981\u5bf9\u884c\u4e1a\u76f8\u5173\u6570\u636e\u8fdb\u884c\u9884\u5904\u7406&#xff0c;\u901a\u8fc7\u63d0\u793a\u8bcd\u5de5\u7a0b\u4f18\u5316\u6a21\u578b\u8f93\u51fa&#xff0c;\u6216\u5728\u5fc5\u8981\u65f6\u8fdb\u884c\u8f7b\u91cf\u5316\u5fae\u8c03&#xff0c;\u8ba9\u57fa\u7840\u6a21\u578b\u66f4\u597d\u5730\u9002\u914d\u5177\u4f53\u4e1a\u52a1\u3002<\/p>\n<p>\u6b64\u5916&#xff0c;\u8bbe\u8ba1\u5408\u7406\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u89c4\u5219\u786e\u4fdd\u6a21\u578b\u7406\u89e3\u8fde\u8d2f\u9700\u6c42&#xff0c;\u5efa\u7acb\u654f\u611f\u4fe1\u606f\u8fc7\u6ee4\u673a\u5236\u4fdd\u969c\u6570\u636e\u5b89\u5168&#xff0c;\u4e5f\u662f\u8fd9\u4e00\u73af\u8282\u7684\u91cd\u8981\u5185\u5bb9\u3002<\/p>\n<p>\u5e94\u7528\u5f00\u53d1\u4e0e\u5bf9\u63a5\u5219\u662f\u5c06\u65b9\u6848\u8f6c\u5316\u4e3a\u4ea7\u54c1\u7684\u5b9e\u64cd\u9636\u6bb5\u3002<\/p>\n<p>\u5de5\u7a0b\u5e08\u4f1a\u5229\u7528\u9009\u5b9a\u7684\u5f00\u53d1\u6846\u67b6\u6784\u5efa\u5e94\u7528\u7684\u6838\u5fc3\u529f\u80fd&#xff0c;\u540c\u65f6\u8054\u52a8\u5404\u7c7b\u5916\u90e8\u7cfb\u7edf\u2014\u2014\u6bd4\u5982\u5c06AI\u6a21\u578b\u4e0e\u4f01\u4e1a\u73b0\u6709\u7684\u5ba2\u6237\u7ba1\u7406\u7cfb\u7edf\u3001\u6570\u636e\u5b58\u50a8\u7cfb\u7edf\u6253\u901a&#xff0c;\u786e\u4fdd\u6570\u636e\u6d41\u8f6c\u987a\u7545\u3002<\/p>\n<p>\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d&#xff0c;\u4ed6\u4eec\u8fd8\u9700\u8981\u914d\u5408\u8bbe\u8ba1\u56e2\u961f\u6253\u78e8\u524d\u7aef\u4ea4\u4e92\u754c\u9762&#xff0c;\u8ba9\u6280\u672f\u529f\u80fd\u4ee5\u7b80\u6d01\u6613\u61c2\u7684\u65b9\u5f0f\u5448\u73b0\u7ed9\u7528\u6237&#xff0c;\u5b9e\u73b0\u4ece\u6280\u672f\u65b9\u6848\u5230\u4ea7\u54c1\u5f62\u6001\u7684\u8f6c\u5316\u3002<\/p>\n<p>\u6d4b\u8bd5\u4e0e\u4f18\u5316\u662f\u4fdd\u969c\u4ea7\u54c1\u8d28\u91cf\u7684\u5173\u952e\u6b65\u9aa4\u3002<\/p>\n<p>\u5de5\u7a0b\u5e08\u4f1a\u5f00\u5c55\u5168\u9762\u7684\u529f\u80fd\u6d4b\u8bd5&#xff0c;\u627e\u51fa\u5e76\u4fee\u590d\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u7684\u6f0f\u6d1e&#xff0c;\u540c\u65f6\u9488\u5bf9\u6a21\u578b\u7684\u54cd\u5e94\u901f\u5ea6\u3001\u7a33\u5b9a\u6027\u7b49\u6027\u80fd\u6307\u6807\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n<p>\u5b89\u5168\u5408\u89c4\u6027\u4e5f\u662f\u6d4b\u8bd5\u7684\u91cd\u70b9&#xff0c;\u9700\u8981\u786e\u4fdd\u5e94\u7528\u7b26\u5408\u6570\u636e\u4fdd\u62a4\u3001\u9690\u79c1\u5b89\u5168\u7b49\u76f8\u5173\u89c4\u5b9a\u3002<\/p>\n<p>\u6b64\u5916&#xff0c;\u4ed6\u4eec\u8fd8\u4f1a\u6536\u96c6\u7528\u6237\u53cd\u9988&#xff0c;\u901a\u8fc7\u8c03\u6574\u6a21\u578b\u53c2\u6570\u3001\u4f18\u5316\u63d0\u793a\u8bcd\u7b49\u65b9\u5f0f\u6301\u7eed\u63d0\u5347\u4ea7\u54c1\u4f53\u9a8c&#xff0c;\u8ba9\u5e94\u7528\u66f4\u8d34\u5408\u7528\u6237\u5b9e\u9645\u4f7f\u7528\u9700\u6c42\u3002<\/p>\n<p>\u90e8\u7f72\u8fd0\u7ef4\u4e0e\u8fed\u4ee3\u5219\u8d2f\u7a7f\u4ea7\u54c1\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u3002<\/p>\n<p>\u5de5\u7a0b\u5e08\u4f1a\u901a\u8fc7\u4e91\u670d\u52a1\u5668\u6216\u79c1\u6709\u670d\u52a1\u5668\u5c06\u5e94\u7528\u90e8\u7f72\u4e0a\u7ebf&#xff0c;\u5e76\u5b9e\u65f6\u76d1\u63a7\u8fd0\u884c\u72b6\u6001&#xff0c;\u53ca\u65f6\u5904\u7406\u7a81\u53d1\u6545\u969c&#xff0c;\u786e\u4fdd\u5e94\u7528\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n<p>\u968f\u7740\u4e1a\u52a1\u9700\u6c42\u7684\u53d8\u5316&#xff0c;\u4ed6\u4eec\u8fd8\u9700\u8981\u5bf9\u5e94\u7528\u529f\u80fd\u8fdb\u884c\u8fed\u4ee3\u66f4\u65b0&#xff0c;\u540c\u65f6\u7f16\u5199\u5b8c\u5584\u7684\u5f00\u53d1\u6587\u6863\u548c\u4f7f\u7528\u624b\u518c&#xff0c;\u4e3a\u540e\u7eed\u7684\u7ef4\u62a4\u548c\u4ea4\u63a5\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n<p>03<\/p>\n<p>\u85aa\u8d44\u60c5\u51b5\u4e0e\u804c\u4e1a\u4ef7\u503c<\/p>\n<p>\u5e02\u573a\u5bf9\u8fd9\u4e00\u804c\u4e1a\u7684\u9ad8\u5ea6\u8ba4\u53ef&#xff0c;\u76f4\u63a5\u4f53\u73b0\u5728\u85aa\u8d44\u5f85\u9047\u4e0a\u3002<\/p>\n<p>\u636e\u730e\u8058\u6700\u65b0\u5728\u62db\u5c97\u4f4d\u6570\u636e\u663e\u793a&#xff0c;AI\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08\u7684\u6708\u85aa\u6700\u9ad8\u53ef\u8fbe60k\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261009064916-6ac88e6c6e16a.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u5728AI\u6280\u672f\u52a0\u901f\u843d\u5730\u7684\u5f53\u4e0b&#xff0c;\u8fd9\u79cd\u201c\u6280\u672f&#043;\u4e1a\u52a1\u201d\u7684\u590d\u5408\u578b\u80fd\u529b\u5c24\u4e3a\u7a00\u7f3a&#xff0c;\u8ba9\u8be5\u804c\u4e1a\u6210\u4e3a\u5f53\u4e0b\u6781\u5177\u5438\u5f15\u529b\u7684\u5c31\u4e1a\u9009\u62e9\u3002<\/p>\n<p>AI\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08\u662fAI\u6280\u672f\u843d\u5730\u7684\u5173\u952e\u6865\u6881\u3002<\/p>\n<p>\u4ed6\u4eec\u7528\u4e13\u4e1a\u80fd\u529b\u5c06\u62bd\u8c61\u7684\u6280\u672f\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u4ea7\u54c1&#xff0c;\u8ba9\u5927\u6a21\u578b\u7684\u4ef7\u503c\u771f\u6b63\u6e17\u900f\u5230\u5404\u884c\u5404\u4e1a\u3002<\/p>\n<p>\u968f\u7740AI\u573a\u666f\u5316\u5e94\u7528\u7684\u4e0d\u65ad\u6df1\u5316&#xff0c;\u8fd9\u4e00\u804c\u4e1a\u7684\u91cd\u8981\u6027\u5c06\u66f4\u52a0\u51f8\u663e&#xff0c;\u4e5f\u5fc5\u5c06\u5438\u5f15\u66f4\u591a\u4eba\u624d\u6295\u8eab\u5176\u4e2d&#xff0c;\u63a8\u52a8AI\u6280\u672f\u66f4\u597d\u5730\u670d\u52a1\u4e8e\u793e\u4f1a\u53d1\u5c55\u3002<\/p>\n<h3>CSDN\u7c89\u4e1d\u72ec\u5bb6\u798f\u5229<\/h3>\n<p>\u7ed9\u5927\u5bb6\u6574\u7406\u4e86\u4e00\u4efdAI\u5927\u6a21\u578b\u5168\u5957\u5b66\u4e60\u8d44\u6599&#xff0c;\u8fd9\u4efd\u5b8c\u6574\u7248\u7684 AI \u5927\u6a21\u578b\u5b66\u4e60\u8d44\u6599\u5df2\u7ecf\u4e0a\u4f20CSDN&#xff0c;\u670b\u53cb\u4eec\u5982\u679c\u9700\u8981\u53ef\u4ee5\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801&amp;\u70b9\u51fb\u4e0b\u65b9CSDN\u5b98\u65b9\u8ba4\u8bc1\u94fe\u63a5\u514d\u8d39\u9886\u53d6 \u3010\u4fdd\u8bc1100%\u514d\u8d39\u3011<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261009064916-6ac88e6c91c4f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6307\u51fa&#xff0c;\u60f3\u8fdb\u5165AI\u5e94\u7528\u5f00\u53d1\u9886\u57df&#xff0c;\u638c\u63e1LangChain\u7b49\u6846\u67b6\u5e76\u4e0d\u8db3\u591f\u3002\u4f01\u4e1a\u66f4\u770b\u91cd\u80fd\u5426\u5c06Demo\u8f6c\u5316\u4e3a\u7a33\u5b9a\u3001\u53ef\u7ef4\u62a4\u3001\u6709\u4e1a\u52a1\u4ef7\u503c\u7684\u7cfb\u7edf\u3002\u6587\u7ae0\u63d0\u51fa\u4e86\u4e94\u4e2a\u5173\u952e\u5173\u5361&#xff1a;\u6280\u672f\u9009\u578b\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u5de5\u5177\u8c03\u7528\u53ef\u9760\u6027\u3001\u7406\u89e3AI\u5e94\u7528\u6570\u636e\u7279\u70b9\u4ee5\u53ca\u5177\u5907\u7ebf\u4e0a\u601d\u7ef4\u3002\u6bcf\u4e2a\u5173\u5361\u90fd\u5f3a\u8c03\u4e86\u5b9e\u9645\u64cd\u4f5c\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b&#xff0c;\u800c\u975e\u5355\u7eaf\u7684\u7406\u8bba\u77e5\u8bc6\u3002\u6587\u7ae0\u8fd8\u5efa\u8bae\u5f00\u53d1\u8005\u6df1\u5165\u6316\u6398\u9879\u76ee&#xff0c;\u51c6\u5907\u9879\u76ee\u590d\u76d8\u8868&#xff0c;\u5e76\u7ed9\u51fa\u4e86\u9488\u5bf9\u8f6c\u884c\u8005\u548c\u5e94\u5c4a\u751f\u7684\u5b66\u4e60\u8def\u7ebf\u5efa\u8bae&#xff0c;<\/p>\n","protected":false},"author":2,"featured_media":114570,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[74,66,1213,50,132],"topic":[],"class_list":["post-114573","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-agent","tag-ai","tag-1213","tag-50","tag-132"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01 - \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\/114573.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6307\u51fa&#xff0c;\u60f3\u8fdb\u5165AI\u5e94\u7528\u5f00\u53d1\u9886\u57df&#xff0c;\u638c\u63e1LangChain\u7b49\u6846\u67b6\u5e76\u4e0d\u8db3\u591f\u3002\u4f01\u4e1a\u66f4\u770b\u91cd\u80fd\u5426\u5c06Demo\u8f6c\u5316\u4e3a\u7a33\u5b9a\u3001\u53ef\u7ef4\u62a4\u3001\u6709\u4e1a\u52a1\u4ef7\u503c\u7684\u7cfb\u7edf\u3002\u6587\u7ae0\u63d0\u51fa\u4e86\u4e94\u4e2a\u5173\u952e\u5173\u5361&#xff1a;\u6280\u672f\u9009\u578b\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u5de5\u5177\u8c03\u7528\u53ef\u9760\u6027\u3001\u7406\u89e3AI\u5e94\u7528\u6570\u636e\u7279\u70b9\u4ee5\u53ca\u5177\u5907\u7ebf\u4e0a\u601d\u7ef4\u3002\u6bcf\u4e2a\u5173\u5361\u90fd\u5f3a\u8c03\u4e86\u5b9e\u9645\u64cd\u4f5c\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b&#xff0c;\u800c\u975e\u5355\u7eaf\u7684\u7406\u8bba\u77e5\u8bc6\u3002\u6587\u7ae0\u8fd8\u5efa\u8bae\u5f00\u53d1\u8005\u6df1\u5165\u6316\u6398\u9879\u76ee&#xff0c;\u51c6\u5907\u9879\u76ee\u590d\u76d8\u8868&#xff0c;\u5e76\u7ed9\u51fa\u4e86\u9488\u5bf9\u8f6c\u884c\u8005\u548c\u5e94\u5c4a\u751f\u7684\u5b66\u4e60\u8def\u7ebf\u5efa\u8bae&#xff0c;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/114573.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-09T06:49:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261009064916-6ac88e6c58844.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\/114573.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/114573.html\",\"name\":\"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-10-09T06:49:17+00:00\",\"dateModified\":\"2026-10-09T06:49:17+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/114573.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/114573.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/114573.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01\"}]},{\"@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":"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01 - \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\/114573.html","og_locale":"zh_CN","og_type":"article","og_title":"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u6307\u51fa&#xff0c;\u60f3\u8fdb\u5165AI\u5e94\u7528\u5f00\u53d1\u9886\u57df&#xff0c;\u638c\u63e1LangChain\u7b49\u6846\u67b6\u5e76\u4e0d\u8db3\u591f\u3002\u4f01\u4e1a\u66f4\u770b\u91cd\u80fd\u5426\u5c06Demo\u8f6c\u5316\u4e3a\u7a33\u5b9a\u3001\u53ef\u7ef4\u62a4\u3001\u6709\u4e1a\u52a1\u4ef7\u503c\u7684\u7cfb\u7edf\u3002\u6587\u7ae0\u63d0\u51fa\u4e86\u4e94\u4e2a\u5173\u952e\u5173\u5361&#xff1a;\u6280\u672f\u9009\u578b\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u5de5\u5177\u8c03\u7528\u53ef\u9760\u6027\u3001\u7406\u89e3AI\u5e94\u7528\u6570\u636e\u7279\u70b9\u4ee5\u53ca\u5177\u5907\u7ebf\u4e0a\u601d\u7ef4\u3002\u6bcf\u4e2a\u5173\u5361\u90fd\u5f3a\u8c03\u4e86\u5b9e\u9645\u64cd\u4f5c\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b&#xff0c;\u800c\u975e\u5355\u7eaf\u7684\u7406\u8bba\u77e5\u8bc6\u3002\u6587\u7ae0\u8fd8\u5efa\u8bae\u5f00\u53d1\u8005\u6df1\u5165\u6316\u6398\u9879\u76ee&#xff0c;\u51c6\u5907\u9879\u76ee\u590d\u76d8\u8868&#xff0c;\u5e76\u7ed9\u51fa\u4e86\u9488\u5bf9\u8f6c\u884c\u8005\u548c\u5e94\u5c4a\u751f\u7684\u5b66\u4e60\u8def\u7ebf\u5efa\u8bae&#xff0c;","og_url":"https:\/\/www.wsisp.com\/helps\/114573.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-10-09T06:49:17+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261009064916-6ac88e6c58844.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\/114573.html","url":"https:\/\/www.wsisp.com\/helps\/114573.html","name":"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-10-09T06:49:17+00:00","dateModified":"2026-10-09T06:49:17+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/114573.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/114573.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/114573.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u7ed9\u5927\u5bb6\u666e\u53ca\u4e00\u4e0b\u8f6c\u578b\u505aAI\u5e94\u7528\u5f00\u53d1\u5c97\u9700\u8981\u8fbe\u5230\u4ec0\u4e48\u6837\u7684\u5f3a\u5ea6\uff01"}]},{"@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\/114573","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=114573"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/114573\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/114570"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=114573"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=114573"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=114573"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=114573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}