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p{margin:0;}#mermaid-svg-JrP3j4I6L9dF3Ylq .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-JrP3j4I6L9dF3Ylq .cluster-label text{fill:#333;}#mermaid-svg-JrP3j4I6L9dF3Ylq .cluster-label span{color:#333;}#mermaid-svg-JrP3j4I6L9dF3Ylq .cluster-label span p{background-color:transparent;}#mermaid-svg-JrP3j4I6L9dF3Ylq .label text,#mermaid-svg-JrP3j4I6L9dF3Ylq span{fill:#333;color:#333;}#mermaid-svg-JrP3j4I6L9dF3Ylq .node rect,#mermaid-svg-JrP3j4I6L9dF3Ylq .node circle,#mermaid-svg-JrP3j4I6L9dF3Ylq .node ellipse,#mermaid-svg-JrP3j4I6L9dF3Ylq .node polygon,#mermaid-svg-JrP3j4I6L9dF3Ylq .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-JrP3j4I6L9dF3Ylq .rough-node .label text,#mermaid-svg-JrP3j4I6L9dF3Ylq .node .label text,#mermaid-svg-JrP3j4I6L9dF3Ylq .image-shape .label,#mermaid-svg-JrP3j4I6L9dF3Ylq .icon-shape .label{text-anchor:middle;}#mermaid-svg-JrP3j4I6L9dF3Ylq .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-JrP3j4I6L9dF3Ylq .rough-node .label,#mermaid-svg-JrP3j4I6L9dF3Ylq .node .label,#mermaid-svg-JrP3j4I6L9dF3Ylq .image-shape .label,#mermaid-svg-JrP3j4I6L9dF3Ylq .icon-shape .label{text-align:center;}#mermaid-svg-JrP3j4I6L9dF3Ylq .node.clickable{cursor:pointer;}#mermaid-svg-JrP3j4I6L9dF3Ylq .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-JrP3j4I6L9dF3Ylq .arrowheadPath{fill:#333333;}#mermaid-svg-JrP3j4I6L9dF3Ylq .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-JrP3j4I6L9dF3Ylq .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-JrP3j4I6L9dF3Ylq .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-JrP3j4I6L9dF3Ylq .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-JrP3j4I6L9dF3Ylq .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-JrP3j4I6L9dF3Ylq .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-JrP3j4I6L9dF3Ylq .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-JrP3j4I6L9dF3Ylq .cluster text{fill:#333;}#mermaid-svg-JrP3j4I6L9dF3Ylq .cluster span{color:#333;}#mermaid-svg-JrP3j4I6L9dF3Ylq div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-JrP3j4I6L9dF3Ylq .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-JrP3j4I6L9dF3Ylq rect.text{fill:none;stroke-width:0;}#mermaid-svg-JrP3j4I6L9dF3Ylq .icon-shape,#mermaid-svg-JrP3j4I6L9dF3Ylq .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-JrP3j4I6L9dF3Ylq .icon-shape p,#mermaid-svg-JrP3j4I6L9dF3Ylq .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-JrP3j4I6L9dF3Ylq .icon-shape rect,#mermaid-svg-JrP3j4I6L9dF3Ylq .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-JrP3j4I6L9dF3Ylq .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-JrP3j4I6L9dF3Ylq .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-JrP3j4I6L9dF3Ylq :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"nodeLabel\"><\/p>\n<p>AI Gateway \u901a\u7528\u7f51\u5173<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Tool \u6267\u884c&#xff08;\u53cc\u6267\u884c\u5668&#xff09;<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6838\u5fc3\u5904\u7406<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>executor: http<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>executor: ops<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>Tool Call<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>Tool \u6ce8\u518c\u4e2d\u5fc3\\\\nYAML \u914d\u7f6e\u9a71\u52a8<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u52a8\u6001 Prompt \u6784\u5efa\u5668\\\\n\u901a\u7528\u6a21\u677f &#043; \u5b50\u7cfb\u7edf\u9886\u57df\u77e5\u8bc6<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5927\u6a21\u578b\u8c03\u7528\\\\n\u610f\u56fe\u8bc6\u522b &#043; Tool Calling<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6267\u884c\u5668\u8def\u7531<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>HttpProxyExecutor\\\\n\u4e1a\u52a1\u64cd\u4f5c<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>OpsExecutor\\\\n\u8fd0\u7ef4\u64cd\u4f5c<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>SSE \u63a5\u5165\u5c42\\\\n\u63d0\u53d6 Token \/ \u89e3\u6790 system_id<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4f1a\u8bdd\u7ba1\u7406 &#043; \u5ba1\u8ba1\u65e5\u5fd7<\/p>\n<p><\/span><\/p>\n<p>\u5173\u952e\u8bbe\u8ba1\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u52a8\u6001 Prompt&#xff1a;\u6bcf\u4e2a\u5b50\u7cfb\u7edf\u6709\u81ea\u5df1\u7684\u9886\u57df\u77e5\u8bc6&#xff08;\u5982\u4e1a\u52a1\u672f\u8bed\u3001\u72b6\u6001\u7801\u542b\u4e49&#xff09;&#xff0c;\u7f51\u5173\u6839\u636e system_id \u52a8\u6001\u62fc\u88c5 Prompt&#xff0c;\u8ba9\u5927\u6a21\u578b&#034;\u61c2&#034;\u8fd9\u4e2a\u5b50\u7cfb\u7edf<\/li>\n<li>Tool \u6ce8\u518c\u4e2d\u5fc3&#xff1a;\u542f\u52a8\u65f6\u626b\u63cf YAML \u76ee\u5f55&#xff0c;\u81ea\u52a8\u6784\u5efa Tool \u5217\u8868&#xff0c;\u652f\u6301\u70ed\u52a0\u8f7d<\/li>\n<li>\u53cc\u6267\u884c\u5668&#xff1a;\u4e1a\u52a1 Tool \u8d70 HTTP \u4ee3\u7406\u8c03\u7528\u5b50\u7cfb\u7edf API&#xff0c;\u8fd0\u7ef4 Tool \u8d70 Agent\/SSH \u5728\u670d\u52a1\u5668\u4e0a\u6267\u884c\u547d\u4ee4<\/li>\n<\/ul>\n<h3>\u56db\u3001\u914d\u7f6e\u9a71\u52a8&#xff1a;YAML \u5b9a\u4e49\u4e00\u5207<\/h3>\n<p>\u8fd9\u662f\u6574\u4e2a\u65b9\u6848\u6700\u6838\u5fc3\u7684\u8bbe\u8ba1\u2014\u2014\u7528 YAML \u914d\u7f6e\u6587\u4ef6\u4ee3\u66ff\u4ee3\u7801\u5f00\u53d1\u3002<\/p>\n<h4>4.1 \u914d\u7f6e\u76ee\u5f55\u7ed3\u6784<\/h4>\n<p>tools\/<br \/>\n\u251c\u2500\u2500 order-system\/                 # \u5b50\u7cfb\u7edf&#xff1a;\u8ba2\u5355\u7ba1\u7406<br \/>\n\u2502   \u251c\u2500\u2500 _system.yaml              # \u5b50\u7cfb\u7edf\u5143\u4fe1\u606f &#043; \u9886\u57df\u77e5\u8bc6<br \/>\n\u2502   \u251c\u2500\u2500 query_order.yaml          # \u4e1a\u52a1 Tool: \u67e5\u8be2\u8ba2\u5355<br \/>\n\u2502   \u251c\u2500\u2500 cancel_order.yaml         # \u4e1a\u52a1 Tool: \u53d6\u6d88\u8ba2\u5355<br \/>\n\u2502   \u251c\u2500\u2500 ops_check_disk.yaml       # \u8fd0\u7ef4 Tool: \u68c0\u67e5\u78c1\u76d8<br \/>\n\u2502   \u2514\u2500\u2500 ops_view_log.yaml         # \u8fd0\u7ef4 Tool: \u67e5\u770b\u65e5\u5fd7<br \/>\n\u251c\u2500\u2500 inventory-system\/             # \u5b50\u7cfb\u7edf&#xff1a;\u5e93\u5b58\u7ba1\u7406<br \/>\n\u2502   \u251c\u2500\u2500 _system.yaml<br \/>\n\u2502   \u2514\u2500\u2500 &#8230;<br \/>\n\u2514\u2500\u2500 crm-system\/                   # \u5b50\u7cfb\u7edf&#xff1a;\u5ba2\u6237\u7ba1\u7406<br \/>\n    \u251c\u2500\u2500 _system.yaml<br \/>\n    \u2514\u2500\u2500 &#8230;<\/p>\n<h4>4.2 \u5b50\u7cfb\u7edf\u5143\u4fe1\u606f&#xff08;_system.yaml&#xff09;<\/h4>\n<p><span class=\"token key atrule\">system_id<\/span><span class=\"token punctuation\">:<\/span> order<span class=\"token punctuation\">&#8211;<\/span>system<br \/>\n<span class=\"token key atrule\">display_name<\/span><span class=\"token punctuation\">:<\/span> \u8ba2\u5355\u7ba1\u7406\u7cfb\u7edf<br \/>\n<span class=\"token key atrule\">service_name<\/span><span class=\"token punctuation\">:<\/span> order<span class=\"token punctuation\">&#8211;<\/span>service           <span class=\"token comment\"># \u6ce8\u518c\u4e2d\u5fc3\u7684\u670d\u52a1\u540d<\/span><\/p>\n<p><span class=\"token key atrule\">domain_knowledge<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">|<\/span><span class=\"token scalar string\"><br \/>\n  ## \u4e1a\u52a1\u77e5\u8bc6<br \/>\n  &#8211; \u8ba2\u5355\u72b6\u6001&#xff1a;0&#061;\u5f85\u652f\u4ed8, 1&#061;\u5df2\u652f\u4ed8, 2&#061;\u5df2\u53d1\u8d27, 3&#061;\u5df2\u5b8c\u6210, 4&#061;\u5df2\u53d6\u6d88, 5&#061;\u5f02\u5e38<br \/>\n  &#8211; \u652f\u4ed8\u65b9\u5f0f&#xff1a;alipay&#061;\u652f\u4ed8\u5b9d, wechat&#061;\u5fae\u4fe1, bank&#061;\u94f6\u884c\u5361<br \/>\n  &#8211; \u5f02\u5e38\u8ba2\u5355\u6307\u72b6\u6001\u4e3a 5 \u7684\u8ba2\u5355&#xff0c;\u9700\u8981\u4eba\u5de5\u4ecb\u5165\u5904\u7406<\/span><\/p>\n<p><span class=\"token key atrule\">assistant_role<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">|<\/span><span class=\"token scalar string\"><br \/>\n  \u4f60\u662f\u8ba2\u5355\u7ba1\u7406\u7cfb\u7edf\u7684 AI \u52a9\u624b&#xff0c;\u53ef\u4ee5\u5e2e\u7528\u6237\u67e5\u8be2\u8ba2\u5355\u3001\u5904\u7406\u5f02\u5e38\u3001\u5206\u6790\u9500\u552e\u6570\u636e\u3002<\/span><\/p>\n<p><span class=\"token comment\"># \u8fd0\u7ef4\u529f\u80fd&#xff1a;\u670d\u52a1\u5668\u4fe1\u606f<\/span><br \/>\n<span class=\"token key atrule\">servers<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> <span class=\"token key atrule\">id<\/span><span class=\"token punctuation\">:<\/span> order<span class=\"token punctuation\">&#8211;<\/span>app<span class=\"token punctuation\">&#8211;<\/span><span class=\"token number\">01<\/span><br \/>\n    <span class=\"token key atrule\">host<\/span><span class=\"token punctuation\">:<\/span> 192.168.1.101<br \/>\n    <span class=\"token key atrule\">agent_port<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">9090<\/span><br \/>\n    <span class=\"token key atrule\">services<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token punctuation\">&#8211;<\/span> <span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> order<span class=\"token punctuation\">&#8211;<\/span>service<br \/>\n        <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> spring<span class=\"token punctuation\">&#8211;<\/span>boot<br \/>\n        <span class=\"token key atrule\">log_path<\/span><span class=\"token punctuation\">:<\/span> \/opt\/order<span class=\"token punctuation\">&#8211;<\/span>service\/logs\/<\/p>\n<h4>4.3 \u4e1a\u52a1 Tool \u5b9a\u4e49<\/h4>\n<p><span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> query_order<br \/>\n<span class=\"token key atrule\">display_name<\/span><span class=\"token punctuation\">:<\/span> \u67e5\u8be2\u8ba2\u5355<br \/>\n<span class=\"token key atrule\">description<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u67e5\u8be2\u8ba2\u5355\u5217\u8868&#xff0c;\u652f\u6301\u6309\u72b6\u6001\u3001\u65f6\u95f4\u8303\u56f4\u3001\u5ba2\u6237\u7b5b\u9009&#034;<\/span><br \/>\n<span class=\"token key atrule\">category<\/span><span class=\"token punctuation\">:<\/span> \u8ba2\u5355\u7ba1\u7406<br \/>\n<span class=\"token key atrule\">risk_level<\/span><span class=\"token punctuation\">:<\/span> low<br \/>\n<span class=\"token key atrule\">requires_confirmation<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">false<\/span><br \/>\n<span class=\"token key atrule\">executor<\/span><span class=\"token punctuation\">:<\/span> http                        <span class=\"token comment\"># \u4e1a\u52a1 Tool<\/span><\/p>\n<p><span class=\"token key atrule\">parameters<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> object<br \/>\n  <span class=\"token key atrule\">properties<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">status<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> integer<br \/>\n      <span class=\"token key atrule\">description<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u8ba2\u5355\u72b6\u6001&#xff1a;0&#061;\u5f85\u652f\u4ed8, 1&#061;\u5df2\u652f\u4ed8, 2&#061;\u5df2\u53d1\u8d27, 3&#061;\u5df2\u5b8c\u6210, 4&#061;\u5df2\u53d6\u6d88, 5&#061;\u5f02\u5e38&#034;<\/span><br \/>\n    <span class=\"token key atrule\">start_date<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> string<br \/>\n      <span class=\"token key atrule\">description<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5f00\u59cb\u65e5\u671f&#xff0c;\u683c\u5f0f yyyy-MM-dd&#034;<\/span><br \/>\n    <span class=\"token key atrule\">end_date<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> string<br \/>\n      <span class=\"token key atrule\">description<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u7ed3\u675f\u65e5\u671f&#xff0c;\u683c\u5f0f yyyy-MM-dd&#034;<\/span><\/p>\n<p><span class=\"token key atrule\">api<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">method<\/span><span class=\"token punctuation\">:<\/span> POST<br \/>\n  <span class=\"token key atrule\">path<\/span><span class=\"token punctuation\">:<\/span> \/order\/list<br \/>\n  <span class=\"token key atrule\">request_mapping<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">body<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">orderStatus<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;${status}&#034;<\/span><br \/>\n      <span class=\"token key atrule\">startDate<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;${start_date}&#034;<\/span><br \/>\n      <span class=\"token key atrule\">endDate<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;${end_date}&#034;<\/span><br \/>\n  <span class=\"token key atrule\">response_mapping<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">data_path<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;$.data.records&#034;<\/span><\/p>\n<h4>4.4 \u8fd0\u7ef4 Tool \u5b9a\u4e49<\/h4>\n<p><span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> check_disk_space<br \/>\n<span class=\"token key atrule\">display_name<\/span><span class=\"token punctuation\">:<\/span> \u68c0\u67e5\u78c1\u76d8\u7a7a\u95f4<br \/>\n<span class=\"token key atrule\">description<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u68c0\u67e5\u670d\u52a1\u5668\u78c1\u76d8\u4f7f\u7528\u60c5\u51b5&#034;<\/span><br \/>\n<span class=\"token key atrule\">category<\/span><span class=\"token punctuation\">:<\/span> \u7cfb\u7edf\u76d1\u63a7<br \/>\n<span class=\"token key atrule\">risk_level<\/span><span class=\"token punctuation\">:<\/span> low<br \/>\n<span class=\"token key atrule\">requires_confirmation<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">false<\/span><br \/>\n<span class=\"token key atrule\">executor<\/span><span class=\"token punctuation\">:<\/span> ops                         <span class=\"token comment\"># \u8fd0\u7ef4 Tool<\/span><\/p>\n<p><span class=\"token key atrule\">parameters<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> object<br \/>\n  <span class=\"token key atrule\">properties<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">server_id<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> string<br \/>\n      <span class=\"token key atrule\">description<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u76ee\u6807\u670d\u52a1\u5668 ID&#034;<\/span><\/p>\n<p><span class=\"token key atrule\">ops<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">command_template<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;df -h&#034;<\/span><br \/>\n  <span class=\"token key atrule\">timeout_seconds<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">10<\/span><br \/>\n  <span class=\"token key atrule\">output_parser<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> table<br \/>\n    <span class=\"token key atrule\">columns<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;filesystem&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;size&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;used&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;avail&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;use_percent&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;mount&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>\u65b0\u5b50\u7cfb\u7edf\u63a5\u5165\u53ea\u9700 3 \u6b65&#xff1a;\u5efa\u76ee\u5f55 \u2192 \u5199 _system.yaml \u2192 \u4e3a\u6bcf\u4e2a API \u5199\u4e00\u4e2a Tool YAML\u3002\u4e0d\u6539\u7f51\u5173\u4ee3\u7801&#xff0c;\u4e0d\u6539\u5b50\u7cfb\u7edf\u4ee3\u7801\u3002<\/p>\n<h3>\u4e94\u3001\u4ea4\u4e92\u6d41\u7a0b<\/h3>\n<h4>5.1 \u4e1a\u52a1\u64cd\u4f5c\u65f6\u5e8f<\/h4>\n<p>\u5b50\u7cfb\u7edf API\u5927\u6a21\u578bAI Gateway \u7f51\u5173API Gateway\u5bf9\u8bdd\u7a97\u53e3\u7528\u6237\u5b50\u7cfb\u7edf API\u5927\u6a21\u578bAI Gateway \u7f51\u5173API Gateway\u5bf9\u8bdd\u7a97\u53e3\u7528\u6237#mermaid-svg-P9j6uKPGcytaZ8rO{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes 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.marker{fill:#333333;stroke:#333333;}#mermaid-svg-P9j6uKPGcytaZ8rO .marker.cross{stroke:#333333;}#mermaid-svg-P9j6uKPGcytaZ8rO svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-P9j6uKPGcytaZ8rO p{margin:0;}#mermaid-svg-P9j6uKPGcytaZ8rO .actor{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-P9j6uKPGcytaZ8rO text.actor&gt;tspan{fill:black;stroke:none;}#mermaid-svg-P9j6uKPGcytaZ8rO .actor-line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);}#mermaid-svg-P9j6uKPGcytaZ8rO .innerArc{stroke-width:1.5;stroke-dasharray:none;}#mermaid-svg-P9j6uKPGcytaZ8rO .messageLine0{stroke-width:1.5;stroke-dasharray:none;stroke:#333;}#mermaid-svg-P9j6uKPGcytaZ8rO .messageLine1{stroke-width:1.5;stroke-dasharray:2,2;stroke:#333;}#mermaid-svg-P9j6uKPGcytaZ8rO #arrowhead path{fill:#333;stroke:#333;}#mermaid-svg-P9j6uKPGcytaZ8rO .sequenceNumber{fill:white;}#mermaid-svg-P9j6uKPGcytaZ8rO #sequencenumber{fill:#333;}#mermaid-svg-P9j6uKPGcytaZ8rO #crosshead path{fill:#333;stroke:#333;}#mermaid-svg-P9j6uKPGcytaZ8rO .messageText{fill:#333;stroke:none;}#mermaid-svg-P9j6uKPGcytaZ8rO .labelBox{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-P9j6uKPGcytaZ8rO .labelText,#mermaid-svg-P9j6uKPGcytaZ8rO .labelText&gt;tspan{fill:black;stroke:none;}#mermaid-svg-P9j6uKPGcytaZ8rO .loopText,#mermaid-svg-P9j6uKPGcytaZ8rO .loopText&gt;tspan{fill:black;stroke:none;}#mermaid-svg-P9j6uKPGcytaZ8rO .loopLine{stroke-width:2px;stroke-dasharray:2,2;stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);}#mermaid-svg-P9j6uKPGcytaZ8rO .note{stroke:#aaaa33;fill:#fff5ad;}#mermaid-svg-P9j6uKPGcytaZ8rO .noteText,#mermaid-svg-P9j6uKPGcytaZ8rO .noteText&gt;tspan{fill:black;stroke:none;}#mermaid-svg-P9j6uKPGcytaZ8rO .activation0{fill:#f4f4f4;stroke:#666;}#mermaid-svg-P9j6uKPGcytaZ8rO .activation1{fill:#f4f4f4;stroke:#666;}#mermaid-svg-P9j6uKPGcytaZ8rO .activation2{fill:#f4f4f4;stroke:#666;}#mermaid-svg-P9j6uKPGcytaZ8rO .actorPopupMenu{position:absolute;}#mermaid-svg-P9j6uKPGcytaZ8rO .actorPopupMenuPanel{position:absolute;fill:#ECECFF;box-shadow:0px 8px 16px 0px rgba(0,0,0,0.2);filter:drop-shadow(3px 5px 2px rgb(0 0 0 \/ 0.4));}#mermaid-svg-P9j6uKPGcytaZ8rO .actor-man line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-P9j6uKPGcytaZ8rO .actor-man circle,#mermaid-svg-P9j6uKPGcytaZ8rO line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;stroke-width:2px;}#mermaid-svg-P9j6uKPGcytaZ8rO :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}&#034;\u5e2e\u6211\u67e5\u4e00\u4e0b\u4eca\u5929\u7684\u5f02\u5e38\u8ba2\u5355&#034;POST \/api\/os-ai-gateway\/chat\/stream(Token &#043; system_id &#043; message)\u8def\u7531\u5230 AI Gateway[SSE] event: thinkingSystem Prompt&#xff08;\u542b\u8ba2\u5355\u9886\u57df\u77e5\u8bc6&#xff09;&#043; Tools \u5b9a\u4e49 &#043; \u7528\u6237\u6d88\u606fTool Call: query_order(status&#061;5, start_date&#061;today)[SSE] event: tool_call&#034;\u6b63\u5728\u67e5\u8be2\u5f02\u5e38\u8ba2\u5355&#8230;&#034;HTTP \u4ee3\u7406: POST \/api\/order-service\/order\/list&#xff08;\u900f\u4f20 Token&#xff09;\u8def\u7531\u5230 order-service\u8fd4\u56de\u8ba2\u5355\u6570\u636e[SSE] event: tool_result\u5c06\u67e5\u8be2\u7ed3\u679c\u53d1\u7ed9\u5927\u6a21\u578b\u751f\u6210\u81ea\u7136\u8bed\u8a00\u56de\u590d[SSE] event: message_delta&#034;\u4eca\u5929\u5171\u6709 3 \u7b14\u5f02\u5e38\u8ba2\u5355&#8230;&#034;[SSE] event: done\u5c55\u793a\u5b8c\u6574\u7ed3\u679c<\/p>\n<h4>5.2 \u5371\u9669\u64cd\u4f5c\u4e8c\u6b21\u786e\u8ba4<\/h4>\n<p>\u5bf9\u4e8e\u5199\u64cd\u4f5c&#xff08;\u5982\u53d6\u6d88\u8ba2\u5355\u3001\u91cd\u542f\u670d\u52a1&#xff09;&#xff0c;\u901a\u8fc7 YAML \u4e2d\u7684 requires_confirmation: true \u89e6\u53d1\u524d\u7aef\u786e\u8ba4\u5f39\u7a97&#xff1a;<\/p>\n<p>\u5b50\u7cfb\u7edf API\u5927\u6a21\u578bAI Gateway \u7f51\u5173\u5bf9\u8bdd\u7a97\u53e3\u7528\u6237\u5b50\u7cfb\u7edf API\u5927\u6a21\u578bAI Gateway \u7f51\u5173\u5bf9\u8bdd\u7a97\u53e3\u7528\u6237#mermaid-svg-ObM3GKOXZCW8Dbs2{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .error-icon{fill:#552222;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .marker{fill:#333333;stroke:#333333;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .marker.cross{stroke:#333333;}#mermaid-svg-ObM3GKOXZCW8Dbs2 svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-ObM3GKOXZCW8Dbs2 p{margin:0;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .actor{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-ObM3GKOXZCW8Dbs2 text.actor&gt;tspan{fill:black;stroke:none;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .actor-line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);}#mermaid-svg-ObM3GKOXZCW8Dbs2 .innerArc{stroke-width:1.5;stroke-dasharray:none;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .messageLine0{stroke-width:1.5;stroke-dasharray:none;stroke:#333;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .messageLine1{stroke-width:1.5;stroke-dasharray:2,2;stroke:#333;}#mermaid-svg-ObM3GKOXZCW8Dbs2 #arrowhead path{fill:#333;stroke:#333;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .sequenceNumber{fill:white;}#mermaid-svg-ObM3GKOXZCW8Dbs2 #sequencenumber{fill:#333;}#mermaid-svg-ObM3GKOXZCW8Dbs2 #crosshead path{fill:#333;stroke:#333;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .messageText{fill:#333;stroke:none;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .labelBox{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .labelText,#mermaid-svg-ObM3GKOXZCW8Dbs2 .labelText&gt;tspan{fill:black;stroke:none;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .loopText,#mermaid-svg-ObM3GKOXZCW8Dbs2 .loopText&gt;tspan{fill:black;stroke:none;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .loopLine{stroke-width:2px;stroke-dasharray:2,2;stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);}#mermaid-svg-ObM3GKOXZCW8Dbs2 .note{stroke:#aaaa33;fill:#fff5ad;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .noteText,#mermaid-svg-ObM3GKOXZCW8Dbs2 .noteText&gt;tspan{fill:black;stroke:none;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .activation0{fill:#f4f4f4;stroke:#666;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .activation1{fill:#f4f4f4;stroke:#666;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .activation2{fill:#f4f4f4;stroke:#666;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .actorPopupMenu{position:absolute;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .actorPopupMenuPanel{position:absolute;fill:#ECECFF;box-shadow:0px 8px 16px 0px rgba(0,0,0,0.2);filter:drop-shadow(3px 5px 2px rgb(0 0 0 \/ 0.4));}#mermaid-svg-ObM3GKOXZCW8Dbs2 .actor-man line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-ObM3GKOXZCW8Dbs2 .actor-man circle,#mermaid-svg-ObM3GKOXZCW8Dbs2 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class=\"nodeLabel\"><\/p>\n<p>\u4e91\u7aef&#xff08;\u5982\u6709\u5916\u7f51&#xff09;<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5ba2\u6237\u73b0\u573a \/ \u4e91\u670d\u52a1\u5668<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI \u63a8\u7406\u5c42<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6570\u636e\u5c42<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5e94\u7528\u5c42<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u63a5\u5165\u5c42<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u4e1a\u52a1 Tool<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u8fd0\u7ef4 Tool<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u8fd0\u7ef4 Tool<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span 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class=\"nodeLabel\"><\/p>\n<p>MySQL 5.7\\\\n\u73b0\u6709\u4e1a\u52a1\u5e93<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>MySQL 8\\\\nAI Gateway \u4e13\u7528<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u672c\u5730\u5927\u6a21\u578b\\\\nOllama &#043; Qwen\\\\n(\u7eaf\u5185\u7f51\u65b9\u6848)<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4e91\u7aef\u5927\u6a21\u578b API\\\\nDeepSeek \/ GPT-4<\/p>\n<p><\/span><\/p>\n<h4>7.2 \u4e24\u79cd\u5927\u6a21\u578b\u90e8\u7f72\u65b9\u6848<\/h4>\n<table>\n<tr>\u65b9\u6848\u9002\u7528\u573a\u666f\u5927\u6a21\u578b\u4f18\u70b9\u7f3a\u70b9<\/tr>\n<tbody>\n<tr>\n<td>\u65b9\u6848 A&#xff1a;\u4e91\u7aef API<\/td>\n<td>\u670d\u52a1\u5668\u53ef\u8bbf\u95ee\u5916\u7f51<\/td>\n<td>DeepSeek \/ GPT-4 \/ Qwen-Max<\/td>\n<td>\u6548\u679c\u6700\u597d&#xff0c;\u65e0\u9700 GPU<\/td>\n<td>\u9700\u8981\u5916\u7f51&#xff0c;\u6709 API \u8d39\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u65b9\u6848 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