{"id":96576,"date":"2026-08-27T22:32:26","date_gmt":"2026-08-27T14:32:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/96576.html"},"modified":"2026-08-27T22:32:26","modified_gmt":"2026-08-27T14:32:26","slug":"llm-agent-%e5%ae%89%e5%85%a8%e5%ae%9e%e6%88%98%e6%a0%b8%e5%bf%83%e8%a6%81%e7%82%b9%e6%80%bb%e7%bb%93","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/96576.html","title":{"rendered":"LLM\/Agent \u5b89\u5168\u5b9e\u6218\u6838\u5fc3\u8981\u70b9\u603b\u7ed3"},"content":{"rendered":"<h3>\u4e00\u3001Agent \u4e3a\u4ec0\u4e48\u653e\u5927 LLM \u5b89\u5168\u98ce\u9669<\/h3>\n<p>Agent \u5728\u6587\u672c\u751f\u6210\u57fa\u7840\u4e0a\u65b0\u589e\u68c0\u7d22\u3001\u8bb0\u5fc6\u3001\u5de5\u5177\u8c03\u7528\u3001MCP\u63d2\u4ef6\u3001\u4ee3\u7801\u6267\u884c\u3001\u591a\u8f6e\u957f\u4efb\u52a1&#xff0c;\u653b\u51fb\u9762\u5927\u5e45\u6269\u5f20&#xff1a;<\/p>\n<table>\n<tr>\u65b0\u589e\u80fd\u529b\u98ce\u9669\u70b9\u540e\u679c<\/tr>\n<tbody>\n<tr>\n<td>RAG\/\u7f51\u9875\/\u90ae\u4ef6\u8bfb\u53d6<\/td>\n<td>\u5916\u90e8\u4e0d\u53ef\u4fe1\u5185\u5bb9\u8fdb\u5165\u4e0a\u4e0b\u6587<\/td>\n<td>\u95f4\u63a5Prompt\u6ce8\u5165\u3001\u77e5\u8bc6\u5e93\u6295\u6bd2<\/td>\n<\/tr>\n<tr>\n<td>Memory\u8de8\u8bf7\u6c42\u5b58\u50a8<\/td>\n<td>\u6076\u610f\u6307\u4ee4\u6301\u4e45\u5316\u3001\u8de8\u7528\u6237\u6c61\u67d3<\/td>\n<td>\u65e7\u4f1a\u8bdd\u6076\u610f\u6307\u4ee4\u5f71\u54cd\u65b0\u8bf7\u6c42<\/td>\n<\/tr>\n<tr>\n<td>Tool Calling<\/td>\n<td>\u8c03\u7528\u6570\u636e\u5e93\u3001\u652f\u4ed8\u3001\u6587\u4ef6\u3001\u6d88\u606f\u63a5\u53e3<\/td>\n<td>\u8d8a\u6743\u67e5\u8be2\u3001\u7be1\u6539\u3001\u6570\u636e\u5916\u6cc4<\/td>\n<\/tr>\n<tr>\n<td>MCP\/Skill\u7b2c\u4e09\u65b9\u63d2\u4ef6<\/td>\n<td>\u5f15\u5165\u7b2c\u4e09\u65b9\u4ee3\u7801\u3001\u63cf\u8ff0\u3001\u4f9d\u8d56<\/td>\n<td>\u4f9b\u5e94\u94fe\u653b\u51fb\u3001\u6743\u9650\u6ea2\u51fa<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801\/\u6d4f\u89c8\u5668\u6267\u884c<\/td>\n<td>Shell\u3001Python\u3001\u7f51\u9875\u8bbf\u95ee<\/td>\n<td>\u6587\u4ef6\u6cc4\u9732\u3001SSRF\u3001\u8d44\u6e90\u8017\u5c3d<\/td>\n<\/tr>\n<tr>\n<td>\u591aAgent\u957f\u4efb\u52a1<\/td>\n<td>\u4e0a\u4e0b\u6587\u591a\u8f6e\u4f20\u9012<\/td>\n<td>\u6545\u969c\u7ea7\u8054\u6269\u6563&#xff0c;\u8d23\u4efb\u96be\u4ee5\u5b9a\u4f4d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>OWASP\u4e24\u4efd\u6e05\u5355&#xff1a;LLM Top10 2026\u3001Agentic Top10 2026&#xff0c;\u91cd\u70b9\u5173\u6ce8\u63d0\u793a\u6ce8\u5165\u3001\u654f\u611f\u6cc4\u9732\u3001\u8fc7\u5ea6\u4ee3\u7406\u3001\u4f9b\u5e94\u94fe\u3001\u9690\u85cf\u4e0a\u4e0b\u6587\u66b4\u9732\u3001\u76ee\u6807\u52ab\u6301\u3001Rogue Agent\u3002<\/p>\n<h4>\u4fe1\u4efb\u533a\u5212\u5206<\/h4>\n<p>\u53ea\u6709\u670d\u52a1\u7aef\u7b56\u7565\u3001\u8ba4\u8bc1\u7528\u6237\u8eab\u4efd\u3001\u7ecf\u8fc7\u9274\u6743\u5b8c\u6574\u6027\u6821\u9a8c\u7684\u7ed3\u6784\u5316\u4e1a\u52a1\u4e8b\u5b9e\u662f\u53ef\u4fe1\u3002<br \/>\n\u4ee5\u4e0b\u5168\u90e8\u89c6\u4e3a\u4e0d\u53ef\u4fe1\u8f93\u5165&#xff1a;<\/p>\n<li>\u7528\u6237\u8f93\u5165\u3001\u4e0a\u4f20\u6587\u4ef6<\/li>\n<li>\u5de5\u5355\u3001\u7f51\u9875\u3001\u90ae\u4ef6\u9644\u4ef6\u3001RAG\u53ec\u56de\u7247\u6bb5<\/li>\n<li>Memory\u5b58\u50a8\u5185\u5bb9<\/li>\n<li>MCP\u3001\u7b2c\u4e09\u65b9API\u3001\u5176\u4ed6Agent\u8fd4\u56de\u7ed3\u679c<\/li>\n<li>\u6a21\u578b\u751f\u6210\u6587\u672c\u3001\u5de5\u5177\u8c03\u7528\u53c2\u6570<\/li>\n<li>\u7b2c\u4e09\u65b9Skill\u63cf\u8ff0\u3001\u811a\u672c\u4f9d\u8d56<\/li>\n<p>\u5a01\u80c1\u5efa\u6a21\u56db\u8981\u7d20&#xff1a;\u4fdd\u62a4\u5bf9\u8c61\u3001\u653b\u51fb\u5165\u53e3\u3001\u9ad8\u98ce\u9669\u52a8\u4f5c\u3001\u5f3a\u5236\u63a7\u5236\u70b9\u3002<\/p>\n<h3>\u4e8c\u3001\u63d0\u793a\u6ce8\u5165\u76f8\u5173\u6982\u5ff5\u533a\u5206<\/h3>\n<table>\n<tr>\u7c7b\u578b\u6ce8\u5165\u6765\u6e90\u653b\u51fb\u76ee\u6807\u793a\u4f8b<\/tr>\n<tbody>\n<tr>\n<td>\u76f4\u63a5Prompt Injection<\/td>\n<td>\u7528\u6237\u76f4\u63a5\u8f93\u5165<\/td>\n<td>\u7be1\u6539\u5e94\u7528\u4efb\u52a1\u3001\u8bf1\u5bfc\u5de5\u5177\u8c03\u7528<\/td>\n<td>\u5ffd\u7565\u9000\u6b3e\u89c4\u5219\u76f4\u63a5\u9000\u6b3e<\/td>\n<\/tr>\n<tr>\n<td>\u95f4\u63a5Prompt Injection<\/td>\n<td>\u7f51\u9875\u3001\u6587\u6863\u3001RAG\u3001\u5de5\u5177\u8fd4\u56de\u7ed3\u679c<\/td>\n<td>\u5916\u90e8\u6570\u636e\u88ab\u6a21\u578b\u5f53\u505a\u6307\u4ee4<\/td>\n<td>\u5de5\u5355\u9644\u4ef6\u5939\u5e26\u53d1\u9001\u8ba2\u5355\u5230\u653b\u51fb\u8005\u7f51\u7ad9<\/td>\n<\/tr>\n<tr>\n<td>Jailbreak<\/td>\n<td>\u7528\u6237\u8f93\u5165<\/td>\n<td>\u7ed5\u8fc7\u6a21\u578b\u81ea\u8eab\u5b89\u5168\u62a4\u680f<\/td>\n<td>\u8bf1\u5bfc\u6a21\u578b\u8f93\u51fa\u88ab\u6a21\u578b\u7b56\u7565\u7981\u6b62\u7684\u5185\u5bb9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e09\u8005\u5e76\u4e0d\u4e92\u65a5&#xff1b;\u95f4\u63a5\u6ce8\u5165\u4e0d\u9700\u8981\u653b\u51fb\u8005\u8bbf\u95ee\u804a\u5929\u7a97\u53e3&#xff0c;\u9884\u5148\u6c61\u67d3\u77e5\u8bc6\u5e93\u5373\u53ef\u751f\u6548&#xff1b;\u591a\u6a21\u6001&#xff08;\u56fe\u7247OCR\u3001\u9690\u85cf\u6587\u5b57\u3001\u6587\u6863\u5143\u6570\u636e&#xff09;\u540c\u6837\u5b58\u5728\u6ce8\u5165\u98ce\u9669\u3002<\/p>\n<h4>\u4e3a\u4ec0\u4e48System Prompt\u5199\u201c\u4e0d\u8981\u542c\u5916\u90e8\u6307\u4ee4\u201d\u4e0d\u591f<\/h4>\n<ul>\n<li>XML\u6807\u7b7e\u3001\u5206\u9694\u7b26\u53ea\u80fd\u964d\u4f4e\u6ce8\u5165\u6982\u7387&#xff0c;\u5c5e\u4e8e\u6a21\u578b\u4fa7\u9632\u62a4&#xff0c;\u653b\u51fb\u8005\u53ef\u4ee5\u9488\u5bf9\u6027\u7ed5\u8fc7&#xff1b;<\/li>\n<li>\u4e0d\u80fd\u628a\u63d0\u793a\u8bcd\u6a21\u677f\u5f53\u4f5c\u5b8c\u6574\u4fee\u590d\u65b9\u6848&#xff0c;\u5fc5\u987b\u6784\u5efa\u5206\u5c42\u9632\u5fa1&#xff1a;\n<li>\u51cf\u5c11\u6a21\u578b\u53ef\u89c1\u654f\u611f\u6570\u636e\u3001\u6536\u7f29\u53ef\u7528\u5de5\u5177\u96c6<\/li>\n<li>\u6807\u8bb0\u9694\u79bb\u5916\u90e8\u4e0d\u53ef\u4fe1\u5185\u5bb9<\/li>\n<li>\u5c06\u6a21\u578b\u8f93\u51fa\u5f53\u505a\u64cd\u4f5c\u5efa\u8bae&#xff0c;\u800c\u975e\u53ef\u76f4\u63a5\u6267\u884c\u6307\u4ee4<\/li>\n<li>\u540e\u7aef\u4ee3\u7801\u505a\u9274\u6743\u3001\u4e1a\u52a1\u89c4\u5219\u3001\u98ce\u9669\u6821\u9a8c<\/li>\n<li>\u9ad8\u98ce\u9669\u64cd\u4f5c\u4eba\u5de5\u786e\u8ba4&#xff0c;\u53d7\u9650\u6c99\u7bb1\u6267\u884c\u4ee3\u7801\u7f51\u7edc<\/li>\n<li>\u5bf9\u6297\u6837\u672c\u6301\u7eed\u5168\u94fe\u8def\u6d4b\u8bd5<\/li>\n<\/li>\n<\/ul>\n<h3>\u4e09\u3001\u5916\u90e8\u5185\u5bb9\u5b89\u5168\u63a5\u5165\u4e0a\u4e0b\u6587<\/h3>\n<h4>1. RAG\u68c0\u7d22&#xff1a;ACL\u8fc7\u6ee4\u5fc5\u987b\u5728\u53ec\u56de\u524d\u6267\u884c<\/h4>\n<p>\u9519\u8bef&#xff1a;\u5148\u5168\u91cf\u53ec\u56deTop\u2011K&#xff0c;\u518d\u9760\u63d0\u793a\u8bcd\u544a\u8bc9\u6a21\u578b\u4e0d\u8981\u6cc4\u9732\u65e0\u6743\u9650\u5185\u5bb9&#xff1b;\u8d8a\u6743\u6587\u6863\u4e00\u65e6\u8fdb\u5165\u4e0a\u4e0b\u6587\u5c31\u4f1a\u5b58\u5728\u6cc4\u9732\u98ce\u9669\u3002<br \/>\n\u6b63\u786e&#xff1a;\u68c0\u7d22\u9636\u6bb5\u5c31\u5e26\u5165\u79df\u6237\u3001\u7528\u6237\u7ec4\u3001\u6587\u6863\u5bc6\u7ea7\u8fc7\u6ee4&#xff1b;\u8bb0\u5f55\u6587\u6863ID\u3001\u6743\u9650\u8fc7\u6ee4\u7ed3\u679c\u3001\u5185\u5bb9hash&#xff1b;\u591a\u79df\u6237\u4ece\u5b58\u50a8\u3001\u7d22\u5f15\u3001\u7f13\u5b58\u591a\u5c42\u9762\u9694\u79bb&#xff0c;\u4e0d\u53ea\u662f\u9760Prompt\u79df\u6237\u540d\u79f0\u3002<\/p>\n<h4>2. \u4e0a\u4e0b\u6587\u5143\u6570\u636e\u6807\u8bb0<\/h4>\n<p>\u6bcf\u6761\u4e0a\u4e0b\u6587\u643a\u5e26\u5143\u6570\u636e&#xff1a;\u6765\u6e90\u7c7b\u578b\u3001sourceId\u3001\u79df\u6237ID\u3001\u5185\u5bb9hash\u3001\u4fe1\u4efb\u7b49\u7ea7\u3001\u7528\u9014\u3001\u654f\u611f\u5ea6&#xff1b;<br \/>\n\u901a\u8fc7\u5143\u6570\u636e\u505a\u786e\u5b9a\u6027\u89c4\u5219&#xff1a;\u4e0d\u53ef\u4fe1\u5916\u90e8\u5185\u5bb9\u4e0d\u5141\u8bb8\u751f\u6210\u5de5\u5177\u540d\u3001URL\u3001\u6388\u6743\u53c2\u6570&#xff0c;\u4ec5\u5141\u8bb8\u63d0\u53d6\u4e1a\u52a1\u4e8b\u5b9e\u3002<\/p>\n<h4>3. \u9636\u6bb5\u62c6\u5206&#xff1a;\u5148\u63d0\u53d6\u4e8b\u5b9e&#xff0c;\u518d\u6267\u884c\u52a8\u4f5c<\/h4>\n<li>\u7b2c\u4e00\u9636\u6bb5&#xff1a;\u4ec5\u8bfb\u53d6\u5916\u90e8\u6587\u6863&#xff0c;\u8f93\u51fa\u53d7Schema\u7ea6\u675f\u7eaf\u4e8b\u5b9e&#xff08;\u8ba2\u5355\u53f7\u3001\u95ee\u9898\u3001\u8bc9\u6c42&#xff09;&#xff1b;<\/li>\n<li>\u540e\u7aef\u6821\u9a8c&#xff1a;\u6821\u9a8c\u8d44\u6e90\u5f52\u5c5e&#xff0c;\u91cd\u65b0\u8bfb\u53d6\u6743\u5a01\u4e1a\u52a1\u6570\u636e\u5e93&#xff1b;<\/li>\n<li>\u7b2c\u4e8c\u9636\u6bb5&#xff1a;\u57fa\u4e8e\u6821\u9a8c\u540e\u7684\u4e8b\u5b9e\u751f\u6210\u5019\u9009\u52a8\u4f5c&#xff1b;<\/li>\n<li>\u5de5\u5177\u6267\u884c\u5668\u518d\u6b21\u6821\u9a8c\u6743\u9650\u3001\u4e1a\u52a1\u89c4\u5219\u3001\u5ba1\u6279\u3002<\/li>\n<p>\u5373\u4f7f\u62c6\u5206\u9636\u6bb5&#xff0c;\u4f9d\u65e7\u4e0d\u80fd\u4fe1\u4efb\u6a21\u578b\u63d0\u53d6\u7684\u4e8b\u5b9e&#xff0c;\u540e\u7aef\u6821\u9a8c\u4e0d\u53ef\u7701\u7565\u3002<\/p>\n<h4>4. \u5de5\u5177\u8fd4\u56de\u7ed3\u679c &#061; \u4e0d\u53ef\u4fe1\u8f93\u5165<\/h4>\n<ul>\n<li>\u5de5\u5177\u8fd4\u56de\u7ed3\u679c\u4f1a\u6d41\u5165\u4e0b\u4e00\u8f6e\u4e0a\u4e0b\u6587&#xff0c;\u53ef\u89e6\u53d1\u95f4\u63a5\u6ce8\u5165&#xff1b;<\/li>\n<li>\u8fd4\u56de\u4f18\u5148\u4f7f\u7528\u7ed3\u6784\u5316\u6570\u636e&#xff1b;\u7981\u6b62\u628a\u539f\u59cb\u5806\u6808\u3001token\u3001\u5185\u90e8URL\u76f4\u63a5\u4ea4\u7ed9\u6a21\u578b\u3002<\/li>\n<\/ul>\n<h4>5. Memory\u957f\u671f\u8bb0\u5fc6\u5b89\u5168<\/h4>\n<p>\u98ce\u9669&#xff1a;\u653b\u51fb\u8005\u5199\u5165\u6076\u610f\u957f\u671f\u8bb0\u5fc6&#xff0c;\u8de8\u4f1a\u8bdd\u6301\u7eed\u751f\u6548\u3002<br \/>\n\u9632\u62a4\u8981\u70b9&#xff1a;<\/p>\n<li>Memory\u8bb0\u5f55\u79df\u6237\u3001\u7528\u6237\u3001\u6765\u6e90\u3001\u5199\u5165\u8005\u3001\u8fc7\u671f\u65f6\u95f4\u3001\u7248\u672c&#xff1b;<\/li>\n<li>\u7528\u6237\u504f\u597d\u3001\u4e1a\u52a1\u4e8b\u5b9e\u3001\u53ef\u6267\u884c\u6307\u4ee4\u7269\u7406\u5206\u5f00\u5b58\u50a8&#xff1b;<\/li>\n<li>\u5916\u90e8\u5185\u5bb9\u3001\u6a21\u578b\u8f93\u51fa\u7981\u6b62\u5199\u5165\u9ad8\u4fe1\u4efb\u6307\u4ee4\u533a&#xff1b;<\/li>\n<li>\u9ad8\u98ce\u9669\u8bb0\u5fc6\u5199\u5165\u9700\u8981Schema\u3001\u6743\u9650\u68c0\u67e5\u751a\u81f3\u4eba\u5de5\u5ba1\u6838&#xff1b;<\/li>\n<li>\u63d0\u4f9b\u8bb0\u5fc6\u67e5\u8be2\u3001\u66f4\u6b63\u3001\u5220\u9664\u5165\u53e3\u3002<\/li>\n<h3>\u56db\u3001\u6a21\u578b\u8f93\u51fa\u4e0e\u5de5\u5177\u8c03\u7528\u56db\u5c42\u6821\u9a8c<\/h3>\n<p>Function\u2011Calling\u7684JSON Schema\u4ec5\u6821\u9a8c\u6570\u636e\u7ed3\u6784&#xff0c;\u4e0d\u80fd\u6821\u9a8c\u4e1a\u52a1\u8bed\u4e49\u4e0e\u6743\u9650\u3002<br \/>\n\u5de5\u5177\u6267\u884c\u524d\u56db\u5c42\u6821\u9a8c&#xff0c;\u5168\u90e8\u7531\u540e\u7aef\u6267\u884c&#xff0c;\u4e0d\u4fe1\u4efb\u6a21\u578b\u8f93\u51fa\u7684\u79df\u6237\u3001userId\u3001approved\u6807\u8bb0\u3002<\/p>\n<table>\n<tr>\u6821\u9a8c\u5c42\u7ea7\u6821\u9a8c\u5185\u5bb9\u5b9e\u73b0\u65b9\u5f0f<\/tr>\n<tbody>\n<tr>\n<td>\u7ed3\u6784\u6821\u9a8c<\/td>\n<td>\u5fc5\u586b\u3001\u7c7b\u578b\u3001\u679a\u4e3e\u3001\u957f\u5ea6<\/td>\n<td>JSON Schema \/ DTO\u5f3a\u7c7b\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u8bed\u4e49\u6821\u9a8c<\/td>\n<td>\u91d1\u989d\u8303\u56f4\u3001\u72b6\u6001\u6d41\u8f6c\u3001\u65f6\u95f4\u7a97\u53e3<\/td>\n<td>\u4e1a\u52a1\u4ee3\u7801<\/td>\n<\/tr>\n<tr>\n<td>\u8d44\u6e90\u9274\u6743<\/td>\n<td>\u5f53\u524d\u7528\u6237\u662f\u5426\u6709\u6743\u64cd\u4f5c\u76ee\u6807\u8d44\u6e90<\/td>\n<td>\u6743\u9650\u670d\u52a1&#xff0c;\u91cd\u65b0\u8bfb\u53d6\u6570\u636e\u5e93<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669\u7b56\u7565<\/td>\n<td>\u662f\u5426\u9700\u8981\u786e\u8ba4\u3001\u53cc\u4eba\u5ba1\u6279\u3001\u7981\u6b62\u81ea\u52a8\u6267\u884c<\/td>\n<td>\u7b56\u7565\u5f15\u64ce<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8eab\u4efd\u3001\u79df\u6237\u5fc5\u987b\u6765\u81ea\u670d\u52a1\u7aef\u8ba4\u8bc1\u4e0a\u4e0b\u6587&#xff0c;\u4e0d\u4ece\u6a21\u578b\u53c2\u6570\u83b7\u53d6\u3002<\/p>\n<h4>\u8f93\u51fa\u7ed9\u6d4f\u89c8\u5668\/\u4e0b\u6e38\u7a0b\u5e8f\u7684\u5b89\u5168\u5904\u7406<\/h4>\n<li>HTML\u8f93\u51fa\u505a\u7f16\u7801&#xff0c;\u5bcc\u6587\u672c\u767d\u540d\u5355\u6e05\u6d17&#xff0c;\u9632\u6b62XSS&#xff1b;<\/li>\n<li>SQL\u4f7f\u7528\u53c2\u6570\u5316&#xff0c;\u7981\u6b62\u62fc\u63a5\u6a21\u578b\u751f\u6210SQL&#xff1b;<\/li>\n<li>Shell\u5c3d\u91cf\u66ff\u6362\u4e3a\u9886\u57df\u4e13\u7528\u5de5\u5177&#xff0c;\u7981\u6b62\u76f4\u63a5\u6267\u884c\u6a21\u578bshell\u5b57\u7b26\u4e32&#xff1b;<\/li>\n<li>URL\u8bbf\u95ee\u6821\u9a8c\u534f\u8bae\u3001\u57df\u540dIP\u3001\u91cd\u5b9a\u5411\u94fe\u8def&#xff1b;<\/li>\n<li>\u6587\u4ef6\u8def\u5f84\u89c4\u8303\u5316&#xff0c;\u62e6\u622a..\/\u8def\u5f84\u7a7f\u8d8a&#xff1b;<\/li>\n<li>\u4e0d\u53cd\u5e8f\u5217\u5316\u3001\u4e0d\u6267\u884c\u6a21\u578b\u751f\u6210\u7684\u4efb\u610f\u5bf9\u8c61\u4ee3\u7801\u3002<\/li>\n<h3>\u4e94\u3001Agent\u5de5\u5177\u6743\u9650\u7ba1\u63a7<\/h3>\n<h4>1. \u5de5\u5177\u7c92\u5ea6\u51b3\u5b9a\u5b89\u5168\u7c92\u5ea6<\/h4>\n<p>\u9ad8\u5371\u4e07\u80fd\u5de5\u5177&#xff1a;execute_sql(sql)\u3001request_url()\u3001\u901a\u7528\u6587\u4ef6\u64cd\u4f5c&#xff1b;\u628a\u9009\u62e9\u6743\u5b8c\u5168\u4ea4\u7ed9\u6a21\u578b\u3002<br \/>\n\u4e1a\u52a1\u539f\u5b50\u5de5\u5177&#xff1a;\u56f4\u7ed5\u5177\u4f53\u4e1a\u52a1\u52a8\u4f5c\u8bbe\u8ba1&#xff0c;\u4f8b\u5982get_order_summary\u3001create_refund_request&#xff1b;\u8bfb\u5199\u5de5\u5177\u5206\u5f00\u6ce8\u518c&#xff0c;\u4fbf\u4e8e\u540e\u7aef\u7ea6\u675f\u53c2\u6570\u3001\u6743\u9650\u3001\u5ba1\u8ba1\u3002<\/p>\n<h4>2. \u6309\u98ce\u9669\u5206\u7ea7\u5904\u7406\u81ea\u52a8\u6267\u884c<\/h4>\n<table>\n<tr>\u98ce\u9669\u7b49\u7ea7\u793a\u4f8b\u5904\u7406\u7b56\u7565<\/tr>\n<tbody>\n<tr>\n<td>\u4f4e\u98ce\u9669<\/td>\n<td>\u67e5\u8be2\u672c\u4eba\u8ba2\u5355\u6458\u8981<\/td>\n<td>\u9274\u6743\u540e\u81ea\u52a8\u6267\u884c&#xff0c;\u8fd4\u56de\u8131\u654f\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u98ce\u9669<\/td>\n<td>\u521b\u5efa\u9000\u6b3e\u8349\u7a3f\u3001\u5f85\u53d1\u9001\u90ae\u4ef6<\/td>\n<td>\u751f\u6210\u8349\u7a3f&#xff0c;\u9700\u8981\u7528\u6237\u786e\u8ba4\u540e\u63d0\u4ea4<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u98ce\u9669<\/td>\n<td>\u771f\u5b9e\u9000\u6b3e\u3001\u5220\u9664\u6570\u636e\u3001\u5916\u53d1\u90ae\u4ef6<\/td>\n<td>\u5f3a\u786e\u8ba4&#xff0c;\u5fc5\u8981\u53cc\u4eba\u5ba1\u6279<\/td>\n<\/tr>\n<tr>\n<td>\u7981\u6b62\u81ea\u52a8\u5316<\/td>\n<td>\u4efb\u610fSQL\u3001Shell\u3001\u5168\u79df\u6237\u5bfc\u51fa<\/td>\n<td>\u4e0d\u66b4\u9732\u7ed9\u901a\u7528Agent&#xff0c;\u8d70\u72ec\u7acb\u53d7\u63a7\u6d41\u7a0b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8bfb\u53d6\u654f\u611f\u6570\u636e\u5373\u4f7f\u65e0\u5199\u64cd\u4f5c&#xff0c;\u540c\u6837\u7b97\u9ad8\u98ce\u9669&#xff1b;\u786e\u8ba4\u51ed\u8bc1\u5fc5\u987b\u7ed1\u5b9a\u5de5\u5177\u3001\u89c4\u8303\u5316\u53c2\u6570hash\u3001\u7528\u6237\u3001\u4f1a\u8bdd\u3001\u6709\u6548\u671f&#xff1b;\u53c2\u6570\u53d8\u66f4&#xff0c;\u539f\u6709\u786e\u8ba4\u76f4\u63a5\u5931\u6548&#xff1b;\u5ba1\u6279\u51ed\u8bc1\u4e00\u6b21\u6027\u6d88\u8d39\u9632\u6b62\u91cd\u653e\u3002<\/p>\n<h4>3. \u5de5\u5177\u76ee\u5f55\u88c1\u526a<\/h4>\n<p>\u4e0d\u8981\u4e0b\u53d1\u5168\u90e8\u5de5\u5177schema\u7ed9\u6a21\u578b&#xff0c;\u6839\u636e\u79df\u6237\u3001\u89d2\u8272\u3001\u573a\u666f\u98ce\u9669\u88c1\u526a\u5de5\u5177\u5217\u8868\u3002\u88c1\u526a\u53ea\u662f\u51cf\u5c11\u653b\u51fb\u9762&#xff0c;\u4e0d\u80fd\u66ff\u4ee3\u540e\u7aef\u9274\u6743\u3002<\/p>\n<h3>\u516d\u3001MCP\u5b89\u5168\u8981\u70b9&#xff08;\u534f\u8bae\u7248\u672c2026\u201107\u201128&#xff09;<\/h3>\n<p>MCP\u53ea\u662f\u8c03\u7528\u534f\u8bae&#xff0c;\u4e0d\u4f1a\u81ea\u5e26\u4e1a\u52a1\u5b89\u5168\u80fd\u529b\u3002<\/p>\n<li>\u7981\u6b62Token\u900f\u4f20&#xff08;Token Passthrough&#xff09;\n<ul>\n<li>MCP Client \u2192 MCP Server\u4f7f\u7528\u4e00\u7ec4token&#xff1b;<\/li>\n<li>MCP Server\u8bbf\u95ee\u4e0b\u6e38\u4e1a\u52a1API\u4f7f\u7528\u72ec\u7acb\u53d7\u9650\u51ed\u8bc1&#xff1b;<\/li>\n<li>\u907f\u514d\u8ff7\u60d1\u4ee3\u7406Confused Deputy\u95ee\u9898\u3002<\/li>\n<\/ul>\n<\/li>\n<li>Scope\u7c92\u5ea6&#xff1a;\u62d2\u7eddadmin\/all\/full\u2011access\u8d85\u5927\u6743\u9650scope&#xff1b;\u62c6\u5206\u4e3a\u7ec6\u7c92\u5ea6\u80fd\u529b\u5982orders:read:self&#xff1b;\u6309\u9700\u589e\u91cf\u7533\u8bf7\u6743\u9650\u3002scope\u672c\u8eab\u4e0d\u7b49\u4e8e\u8d44\u6e90\u6743\u9650&#xff0c;\u670d\u52a1\u7aef\u4f9d\u65e7\u505a\u8d44\u6e90\u6821\u9a8c\u3002<\/li>\n<li>\u672c\u5730stdio MCP Server\u98ce\u9669&#xff1a;\u5b89\u88c5\u7b2c\u4e09\u65b9\u672c\u5730Server\u7b49\u540c\u4e8e\u8fd0\u884c\u7b2c\u4e09\u65b9\u4ee3\u7801&#xff0c;\u5ba1\u67e5\u542f\u52a8\u547d\u4ee4\u3001\u4f9d\u8d56\u3001\u6587\u4ef6\/\u7f51\u7edc\u6743\u9650&#xff1b;\u9700\u8981\u6c99\u7bb1\u3001\u7d27\u6025\u7981\u7528\u5f00\u5173\u3002<\/li>\n<li>MCP\u6ce8\u89e3\u63d0\u793a\u5982readOnlyHint\u4ec5\u7528\u4e8eUI\u5c55\u793a&#xff0c;\u4e0d\u53ef\u4f5c\u4e3a\u9274\u6743\u4f9d\u636e\u3002<\/li>\n<li>OAuth\u5143\u6570\u636e\u83b7\u53d6\u8981\u9632\u62a4SSRF&#xff0c;\u62e6\u622a\u79c1\u7f51\u3001\u4e91\u5143\u5730\u5740&#xff1b;\u6821\u9a8chttp header\u4e0ebody\u7684method\u3001toolName\u4e00\u81f4\u6027\u3002<\/li>\n<h3>\u4e03\u3001\u91cd\u8bd5\u3001\u5e42\u7b49\u3001\u4e0d\u786e\u5b9a\u72b6\u6001\u5904\u7406<\/h3>\n<p>Agent\u5faa\u73af\u3001\u7f51\u7edc\u8d85\u65f6\u5bb9\u6613\u9020\u6210\u91cd\u590d\u5199\u64cd\u4f5c&#xff08;\u4f8b\u5982\u91cd\u590d\u9000\u6b3e&#xff09;\u3002<\/p>\n<li>\u751f\u6210\u670d\u52a1\u7aefactionId\u4ee3\u8868\u4e00\u6b21\u4e1a\u52a1\u610f\u56fe&#xff1b;\u590d\u7528\u5e42\u7b49\u952e\u505a\u91cd\u8bd5&#xff1b;\u65b0\u4e1a\u52a1\u52a8\u4f5c\u751f\u6210\u5168\u65b0actionId&#xff1b;<\/li>\n<li>request_digest\u4e3a\u53c2\u6570\u89c4\u8303\u5316hash&#xff0c;\u540c\u4e00\u4e2aactionId\u643a\u5e26\u4e0d\u540c\u6458\u8981\u76f4\u63a5\u62d2\u7edd&#xff1b;<\/li>\n<li>\u5de5\u5177\u72b6\u6001\u4e0d\u53ea\u6210\u529f\u5931\u8d25&#xff1a;PENDING \u2192 EXECUTING \u2192 SUCCEEDED \/ FAILED \/ UNKNOWN&#xff1b;<\/li>\n<li>\u8d85\u65f6\u4e0d\u53ef\u81ea\u52a8\u5224\u5b9a\u5931\u8d25&#xff0c;\u8fdb\u5165UNKNOWN\u72b6\u6001&#xff0c;\u4f9d\u9760\u540e\u53f0\u5bf9\u8d26\u67e5\u8be2\u6536\u655b\u72b6\u6001&#xff0c;\u7981\u6b62\u76f4\u63a5\u81ea\u52a8\u91cd\u8bd5\u5199\u8bf7\u6c42&#xff1b;<\/li>\n<li>\u4ec5\u5141\u8bb8\u5e42\u7b49\u8bfb\u3001\u9650\u6d41\u9000\u907f\u8bfb\u81ea\u52a8\u91cd\u8bd5&#xff1b;\u6743\u9650\u5931\u8d25\u3001\u53c2\u6570\u975e\u6cd5\u76f4\u63a5\u4e2d\u65ad\u3002<\/li>\n<h3>\u516b\u3001\u4ee3\u7801\/\u6d4f\u89c8\u5668\u5de5\u5177\u6c99\u7bb1\u9694\u79bb<\/h3>\n<p>\u4ec5\u4ec5Docker\u4e0d\u7b49\u4e8e\u5b89\u5168&#xff0c;\u9700\u8981\u7ec4\u5408\u591a\u9879\u914d\u7f6e&#xff1a;<\/p>\n<li>\u5bb9\u5668\u914d\u7f6e&#xff1a;\u975eroot\/rootless&#xff1b;\u88c1\u526aLinux capabilities\u3001seccomp&#xff1b;\u6839\u6587\u4ef6\u7cfb\u7edf\u53ea\u8bfb&#xff1b;\u4e0d\u6302\u8f7ddocker socket\u3001\u5bbf\u4e3b\u76ee\u5f55\u3001\u4e91\u51ed\u8bc1&#xff1b;\u9650\u5236CPU\/\u5185\u5b58\/\u8fdb\u7a0b\/\u78c1\u76d8\/\u8d85\u65f6&#xff1b;\u6bcf\u4e2a\u4efb\u52a1\u72ec\u7acb\u5de5\u4f5c\u533a&#xff0c;\u6267\u884c\u5b8c\u6bd5\u9500\u6bc1&#xff1b;\u955c\u50cf\u56fa\u5b9a\u6458\u8981\u3002<\/li>\n<li>\u66ff\u4ee3\u65b9\u6848&#xff1a;\u9ad8\u654f\u611f\u573a\u666f\u8003\u8651\u5fae\u865a\u62df\u673a\u3001Wasm\u2011WASI&#xff1b;Wasm\u4e5f\u9700\u8981\u4e25\u683c\u9650\u5236Host\u5bfc\u5165\u80fd\u529b&#xff0c;\u4e0d\u662f\u7edd\u5bf9\u5b89\u5168\u3002<\/li>\n<li>Java\u6ce8\u610f&#xff1a;SecurityManager\u5df2\u7ecf\u88ab\u79fb\u9664&#xff0c;\u4f9d\u9760\u64cd\u4f5c\u7cfb\u7edf\/\u5bb9\u5668\u9694\u79bb\u4e0d\u53ef\u4fe1\u4ee3\u7801\u3002<\/li>\n<h4>\u7f51\u7edc\u51fa\u53e3\u7edf\u4e00\u7ba1\u63a7<\/h4>\n<ul>\n<li>\u534f\u8bae\u767d\u540d\u5355&#xff1b;\u62e6\u622a\u56de\u73af\u3001\u79c1\u7f51\u3001\u4e91\u5143\u6570\u636eIP&#xff1b;DNS\u89e3\u6790\u3001\u6bcf\u4e00\u8df3\u91cd\u5b9a\u5411\u90fd\u8981\u6821\u9a8c&#xff1b;\u4e1a\u52a1\u57df\u540d\u767d\u540d\u5355&#xff1b;<\/li>\n<li>\u9650\u5236\u8bf7\u6c42\u5927\u5c0f\u3001\u8d85\u65f6\u3001\u91cd\u5b9a\u5411\u6b21\u6570&#xff1b;\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u9694\u79bb\u767b\u5f55\u6001&#xff0c;\u7981\u6b62\u643a\u5e26\u5185\u90e8\u7cfb\u7edfCookie\u3002<\/li>\n<\/ul>\n<h3>\u4e5d\u3001\u654f\u611f\u6570\u636e\u3001\u65e5\u5fd7\u3001Trace\u5904\u7406<\/h3>\n<li>\n<p>\u8c03\u7528\u6a21\u578b\u524d\u6267\u884c\u6570\u636e\u6700\u5c0f\u5316<\/p>\n<ul>\n<li>\u5bc6\u94a5\u5bc6\u7801\u5b8c\u5168\u7981\u6b62\u8fdb\u5165Prompt\/Trace&#xff1b;<\/li>\n<li>\u8eab\u4efd\u8bc1\u94f6\u884c\u5361\u9ed8\u8ba4\u4e0d\u4f20&#xff0c;\u5fc5\u987b\u4f7f\u7528\u5219\u8131\u654f\u52a0\u5bc6&#xff1b;<\/li>\n<li>\u7cfb\u7edfPrompt\u4e2d\u7981\u6b62\u5b58\u653e\u5bc6\u94a5\u5bc6\u7801&#xff0c;\u89c4\u907fHidden Context Exposure\u9690\u85cf\u4e0a\u4e0b\u6587\u6cc4\u9732\u98ce\u9669\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>Trace\u5206\u5c42\u5b58\u50a8<\/p>\n<ul>\n<li>\u9ed8\u8ba4\u4fdd\u5b58&#xff1a;requestId\u3001\u5de5\u5177\u540d\u3001\u53c2\u6570hash\u3001\u5143\u6570\u636e&#xff08;\u4e0d\u5b58\u5b8c\u6574\u62a5\u6587&#xff09;&#xff1b;<\/li>\n<li>\u5b8c\u6574\u539f\u6587&#xff1a;\u6309\u9700\u52a0\u5bc6\u4fdd\u5b58&#xff0c;\u4e25\u683c\u8bbf\u95ee\u63a7\u5236\u3001\u8bbe\u7f6e\u8fc7\u671f\u5220\u9664&#xff1b;<\/li>\n<li>\u65e5\u5fd7\u7ba1\u9053\u81ea\u52a8\u5c4f\u853d\u5bc6\u94a5token&#xff1b;Spring AI\u5f00\u542fcontent\u5bfc\u51fa\u524d\u8bc4\u4f30\u8131\u654f\u7b56\u7565\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u591a\u79df\u6237\u9694\u79bb\u8986\u76d6\u5168\u90e8\u94fe\u8def&#xff1a;RAG\u3001Memory\u3001\u7f13\u5b58\u3001Trace\u7d22\u5f15&#xff0c;\u4e0d\u80fd\u53ea\u505a\u68c0\u7d22\u5c42\u9694\u79bb\u3002<\/p>\n<\/li>\n<h3>\u5341\u3001\u4f9b\u5e94\u94fe\u6cbb\u7406&#xff08;MCP\/Skill\/\u6a21\u578b\/\u955c\u50cf&#xff09;<\/h3>\n<p>AI\u4f9b\u5e94\u94fe\u5305\u542b\u6a21\u578b\u3001\u6570\u636e\u96c6\u3001Prompt\u3001MCP Server\u3001Skill\u3001\u5bb9\u5668\u955c\u50cf\u3002<br \/>\n\u5ba1\u6838\u8981\u70b9&#xff1a;\u6765\u6e90\u53ef\u4fe1\u3001\u56fa\u5b9a\u7248\u672c\u4e0e\u6458\u8981\u3001\u5ba1\u67e5\u5b89\u88c5\u811a\u672c\u3001\u7533\u8bf7\u6743\u9650\u8303\u56f4\u3001\u5de5\u5177\u63cf\u8ff0\u662f\u5426\u5939\u5e26\u6307\u4ee4\u3001\u6f0f\u6d1e\u626b\u63cf\u3001\u5feb\u901f\u7981\u7528\u56de\u6eda\u3002<br \/>\n\u4f7f\u7528SBOM \/ AI\u2011BOM\u7ba1\u7406\u7ec4\u4ef6\u6e05\u5355&#xff0c;BOM\u4ec5\u8bb0\u5f55\u7ec4\u4ef6&#xff0c;\u4e0d\u80fd\u66ff\u4ee3\u6743\u9650\u7b56\u7565\u3002<\/p>\n<h3>\u5341\u4e00\u3001Java\u540e\u7aef\u5b89\u5168\u5de5\u5177\u6267\u884c\u94fe\u5b9e\u73b0\u8981\u70b9<\/h3>\n<li>\u8eab\u4efd\u4e0e\u6a21\u578b\u63d0\u8bae\u5206\u79bb&#xff1a;ExecutionContext&#xff08;tenantId\u3001userId\u3001requestId\u3001actionId&#xff09;\u5168\u90e8\u6765\u81ea\u670d\u52a1\u7aef\u8ba4\u8bc1&#xff0c;\u4e0d\u6765\u6e90\u4e8e\u6a21\u578b\u8f93\u51fa&#xff1b;\u6a21\u578b\u8f93\u51faRefundProposal\u4ec5\u4ec5\u662f\u4e1a\u52a1\u5efa\u8bae\u3002<\/li>\n<li>\u6267\u884c\u524d\u91cd\u65b0\u8bfb\u53d6\u6743\u5a01\u8d44\u6e90&#xff1a;\u901a\u8fc7\u79df\u6237&#043;\u8d44\u6e90ID\u67e5\u8be2&#xff0c;\u907f\u514d\u67e5\u8be2\u540e\u518d\u8fc7\u6ee4&#xff1b;\u6267\u884c\u9274\u6743\u3001\u4e1a\u52a1\u89c4\u5219\u6821\u9a8c&#xff1b;\u6821\u9a8c\u5ba1\u6279token\u7ed1\u5b9a\u547d\u4ee4hash&#xff1b;\u5e42\u7b49\u5b58\u50a8&#xff0c;\u539f\u5b50claim\u9632\u6b62\u5e76\u53d1&#xff1b;\u533a\u5206\u6210\u529f\u3001\u5931\u8d25\u3001UNKNOWN\u72b6\u6001&#xff0c;UNKNOWN\u4ea4\u7531\u540e\u53f0\u5bf9\u8d26\u3002<\/li>\n<li>\u5ba1\u8ba1\u65e5\u5fd7&#xff1a;\u4e0d\u9ed8\u8ba4\u5b58\u50a8\u5b8c\u6574PII\u53c2\u6570&#xff1b;\u8bb0\u5f55hash\u3001\u98ce\u9669\u7b49\u7ea7\u3001\u5ba1\u6279id\u3001\u5e42\u7b49\u952ehash\u3001\u6267\u884c\u72b6\u6001&#xff1b;\u5b8c\u6574\u62a5\u6587\u653e\u5230\u72ec\u7acb\u53d7\u63a7\u5b58\u50a8\u3002<\/li>\n<li>Spring AI\u5b89\u5168\u63a5\u5165\u70b9&#xff1a;\u88c1\u526a\u4e0b\u53d1\u7ed9\u6a21\u578b\u7684ToolCallback&#xff1b;\u81ea\u5b9a\u4e49ToolCallingManager\u5305\u88c5\u9274\u6743\u5e42\u7b49\u5ba1\u8ba1&#xff1b;Advisor\u63a7\u5236\u8c03\u7528\u9884\u7b97&#xff1b;\u663e\u5f0f\u5b9e\u73b0\u5ba1\u6279\u6682\u505c\u903b\u8f91\u3002<\/li>\n<h3>\u5341\u4e8c\u3001\u5b89\u5168\u6d4b\u8bd5\u3001\u6307\u6807\u4e0e\u53d1\u5e03\u6d41\u7a0b<\/h3>\n<p>\u2757\u6d4b\u8bd5\u65ad\u8a00\u91cd\u70b9\u6821\u9a8c\u7cfb\u7edf\u771f\u5b9e\u72b6\u6001\u526f\u4f5c\u7528&#xff0c;\u4e0d\u80fd\u53ea\u770b\u6a21\u578b\u6587\u5b57\u8f93\u51fa\u201c\u6211\u4e0d\u80fd\u505a\u201d\u3002<\/p>\n<h4>\u5178\u578bBadcase\u6d4b\u8bd5\u7528\u4f8b<\/h4>\n<ul>\n<li>\u76f4\u63a5\u63d0\u793a\u6ce8\u5165\u3001\u5de5\u5355\u9690\u85cf\u6307\u4ee4\u95f4\u63a5\u6ce8\u5165<\/li>\n<li>RAG\u53ec\u56de\u8d8a\u6743\u6587\u6863\u3001\u5de5\u5177\u8fd4\u56de\u503c\u6ce8\u5165\u65b0\u52a8\u4f5c<\/li>\n<li>\u6a21\u578b\u7be1\u6539\u79df\u6237ID\u3001\u5ba1\u6279\u540e\u7be1\u6539\u53c2\u6570<\/li>\n<li>\u5e42\u7b49\u5e76\u53d1\u3001\u8d85\u65f6\u91cd\u590d\u8c03\u7528<\/li>\n<li>SSRF\u8bbf\u95ee\u5143\u6570\u636e\u5730\u5740\u3001MCP\u4f2a\u9020\u53ea\u8bfb\u6807\u8bb0<\/li>\n<li>Trace\u3001Memory\u8de8\u79df\u6237\u6cc4\u9732<\/li>\n<\/ul>\n<h4>\u5173\u952e\u89c2\u6d4b\u6307\u6807<\/h4>\n<p>Attack Success Rate\u653b\u51fb\u6210\u529f\u7387\u3001Unauthorized Action Rate\u8d8a\u6743\u64cd\u4f5c\u7387\u3001\u654f\u611f\u6cc4\u9732\u7387\u3001\u5ba1\u6279\u7ed5\u8fc7\u7387\u3001\u8bef\u62e6\u622a\u7387\u3001\u904f\u5236\u7387\u3002<\/p>\n<p>LLM\u2011as\u2011Judge\u4ec5\u505a\u8f85\u52a9&#xff0c;\u6743\u9650\u6cc4\u9732\u5fc5\u987b\u9760\u6570\u636e\u5e93\u3001\u5ba1\u8ba1\u8bb0\u5f55\u786e\u5b9a\u6027\u6821\u9a8c\u3002<\/p>\n<h4>\u53d1\u5e03\u6d41\u7a0b<\/h4>\n<p>\u79bb\u7ebf\u5b89\u5168\u6837\u672c\u56de\u5f52 \u2192 \u9694\u79bb\u73af\u5883\u56de\u653e\u5386\u53f2Trace \u2192 \u7ea2\u961f\u653b\u51fb \u2192 \u7070\u5ea6\u53d1\u5e03 \u2192 \u7ebf\u4e0a\u76d1\u63a7\u5f02\u5e38\u8c03\u7528&#xff1b;<br \/>\n\u6a21\u578b\u3001prompt\u3001\u5de5\u5177\u3001MCP\u3001\u6743\u9650\u7b56\u7565\u53d8\u66f4\u5fc5\u987b\u8dd1\u5b89\u5168\u56de\u5f52\u3002<\/p>\n<h3>\u5341\u4e09\u3001\u5b89\u5168\u4e8b\u4ef6\u5e94\u6025\u5904\u7406\u6d41\u7a0b<\/h3>\n<li>\u6b62\u635f&#xff1a;\u7981\u7528\u5de5\u5177\/MCP\u3001\u6682\u505c\u5f02\u6b65Agent\u3001\u8f6e\u6362\u6cc4\u9732\u51ed\u8bc1&#xff1b;<\/li>\n<li>\u53d6\u8bc1&#xff1a;\u4fdd\u5b58trace\u3001\u5ba1\u8ba1\u8bb0\u5f55&#xff0c;\u786e\u8ba4\u653b\u51fb\u5165\u53e3\u3001\u53d7\u5f71\u54cd\u8303\u56f4&#xff1b;<\/li>\n<li>\u4e1a\u52a1\u5904\u7f6e&#xff1a;\u5bf9\u8d26\u3001\u64a4\u9500\u3001\u8865\u507f&#xff1b;<\/li>\n<li>\u4fee\u590d\u6839\u56e0&#xff1a;\u4e0d\u8981\u53ea\u6539Prompt&#xff1b;\u4fee\u590d\u6743\u9650\u3001\u6c99\u7bb1\u3001\u7f51\u7edc\u7b56\u7565&#xff1b;\u539f\u59cb\u653b\u51fb\u6837\u672c\u56de\u5f52\u9a8c\u8bc1&#xff1b;<\/li>\n<li>\u6e05\u7406\u6c61\u67d3\u6570\u636e&#xff1a;\u6587\u6863\u7d22\u5f15\u3001\u7f13\u5b58\u3001memory&#xff1b;<\/li>\n<li>\u6837\u672c\u52a0\u5165\u56de\u5f52\u96c6&#xff0c;\u9010\u6b65\u6062\u590d\u670d\u52a1\u3002<\/li>\n<h3>\u5341\u56db\u3001\u9ad8\u9891\u9762\u8bd5\u95ee\u9898<\/h3>\n<li>Prompt Injection\u600e\u4e48\u9632&#xff1f;<\/li>\n<p>\u65e0\u6cd5\u9760Prompt\u5f7b\u5e95\u6839\u9664\u3002\u6a21\u578b\u4fa7&#xff08;\u5206\u9694\u7b26\u3001\u6ce8\u5165\u68c0\u6d4b&#xff09;\u964d\u4f4e\u53d7\u9a97\u6982\u7387&#xff1b;\u540e\u7aef\u6700\u5c0f\u6743\u9650\u3001\u9274\u6743\u5ba1\u6279\u3001\u6c99\u7bb1\u5ba1\u8ba1\u9650\u5236\u5b9e\u9645\u5371\u5bb3&#xff1b;\u5bf9\u6297\u6837\u672c\u6301\u7eed\u56de\u5f52\u3002<\/p>\n<li>Function Calling\u6709Schema\u4e3a\u4ec0\u4e48\u4e0d\u5b89\u5168&#xff1f;<\/li>\n<p>Schema\u4ec5\u6821\u9a8c\u53c2\u6570\u6570\u636e\u7ed3\u6784&#xff0c;\u4e0d\u6821\u9a8c\u4e1a\u52a1\u8bed\u4e49\u3001\u8d44\u6e90\u5f52\u5c5e\u3001\u4e1a\u52a1\u89c4\u5219&#xff1b;\u9274\u6743\u3001\u9650\u989d\u3001\u5ba1\u6279\u5fc5\u987b\u540e\u7aef\u5b9e\u73b0\u3002<\/p>\n<li>\u9000\u6b3eAgent\u5b8c\u6574\u6267\u884c\u94fe&#xff1f;<\/li>\n<p>\u670d\u52a1\u7aef\u8ba4\u8bc1\u8eab\u4efd\u79df\u6237 \u2192 \u88c1\u526a\u5de5\u5177\u76ee\u5f55 \u2192 \u6a21\u578b\u8f93\u51fa\u9000\u6b3e\u63d0\u8bae \u2192 \u540e\u7aefDTO\u6821\u9a8c&#xff0c;\u6309\u79df\u6237\u67e5\u8be2\u6743\u5a01\u8ba2\u5355&#xff0c;\u9274\u6743&#xff0c;\u4e1a\u52a1\u89c4\u5219\u6821\u9a8c \u2192 \u9ad8\u98ce\u9669\u64cd\u4f5c\u7ed1\u5b9a\u53c2\u6570hash\u5ba1\u6279 \u2192 \u5e42\u7b49\u952e\u8c03\u7528\u652f\u4ed8 \u2192 \u5ba1\u8ba1\u65e5\u5fd7&#xff0c;\u5904\u7406UNKNOWN\u5bf9\u8d26\u3002<\/p>\n<li>MCP\u5f00\u542fOAuth\u5c31\u5b89\u5168\u5417&#xff1f;<\/li>\n<p>OAuth\u89e3\u51b3\u6388\u6743\u6846\u67b6&#xff0c;\u4e0d\u89e3\u51b3\u4e1a\u52a1\u8d44\u6e90\u9274\u6743&#xff1b;\u5fc5\u987b\u7981\u6b62token\u900f\u4f20&#xff0c;\u4e0b\u6e38\u4f7f\u7528\u72ec\u7acb\u51ed\u8bc1&#xff1b;MCP\u672c\u8eab\u8fd8\u6709\u4f9b\u5e94\u94fe\u3001\u672c\u5730\u8fdb\u7a0b\u6c99\u7bb1\u98ce\u9669\u3002<\/p>\n<li>Docker\u80fd\u5426\u5b8c\u5168\u89e3\u51b3\u4ee3\u7801\u6267\u884c\u98ce\u9669&#xff1f;<\/li>\n<p>\u4e0d\u80fd\u3002\u5fc5\u987b\u914d\u5408\u975eroot\u3001capabilities\u3001seccomp\u3001\u53ea\u8bfb\u6587\u4ef6\u7cfb\u7edf\u3001\u7f51\u7edc\u51fa\u53e3\u3001\u8d44\u6e90\u914d\u989d&#xff1b;\u9ad8\u654f\u611f\u573a\u666f\u8003\u8651\u66f4\u5f3a\u9694\u79bb\u65b9\u6848\u3002<\/p>\n<li>Trace\u5b89\u5168\u98ce\u9669\u662f\u4ec0\u4e48&#xff1f;<\/li>\n<p>Trace\u5b58\u50a8\u5b8c\u6574prompt\u3001\u5de5\u5177\u53c2\u6570\u4f1a\u6c47\u96c6\u5927\u91cf\u654f\u611fPII\/\u5bc6\u94a5&#xff1b;\u9ed8\u8ba4\u53ea\u8bb0\u5f55\u5143\u6570\u636ehash&#xff0c;\u5b8c\u6574\u62a5\u6587\u6309\u9700\u52a0\u5bc6\u7559\u5b58&#xff0c;\u4e25\u683c\u8bbf\u95ee\u63a7\u5236\u3002<\/p>\n<h3>\u5341\u4e94\u3001\u4e0a\u7ebf\u68c0\u67e5\u6e05\u5355<\/h3>\n<h4>\u8f93\u5165\u4e0e\u4e0a\u4e0b\u6587<\/h4>\n<ul>\n<li 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