{"id":79246,"date":"2026-03-01T13:57:42","date_gmt":"2026-03-01T05:57:42","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/79246.html"},"modified":"2026-03-01T13:57:42","modified_gmt":"2026-03-01T05:57:42","slug":"%e5%b9%bb%e6%83%b3%e7%ae%80%e5%8e%86%ef%bc%81%e5%8d%9a%e4%b8%bb%e6%9c%ac%e4%ba%ba%e6%9c%9f%e6%9c%9b%e7%9a%84-ai-agent-%e5%85%a8%e6%a0%88%e7%ae%80%e5%8e%86%ef%bc%9ajava-python-vue3-%e8%b7%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/79246.html","title":{"rendered":"\u5e7b\u60f3\u7b80\u5386\uff01\u535a\u4e3b\u672c\u4eba\u671f\u671b\u7684 AI Agent \u5168\u6808\u7b80\u5386\uff1aJava + Python + Vue3 \u8de8\u8bed\u8a00\u5b9e\u6218\uff0c\u4ee3\u7801\u5df2\u5f00\u6e90\uff01"},"content":{"rendered":"

\u5e7b\u60f3\u7b80\u5386！\u535a\u4e3b\u672c\u4eba\u671f\u671b\u7684 AI Agent \u5168\u6808\u7b80\u5386：Java + Python + Vue3 \u8de8\u8bed\u8a00\u5b9e\u6218，\u4ee3\u7801\u5df2\u5f00\u6e90！<\/h2>\n

AI Agent \u9762\u8bd5\u516b\u80a1\u6587100\u95ee，\u70b9\u51fb\u6211\u8df3\u8f6c！！！<\/p>\n

\u5927\u5bb6\u597d，\u6211\u662f CSDN \u4e0a\u7d2f\u8ba1\u6d4f\u89c8\u91cf\u767e\u4e07\u7684\u6280\u672f\u535a\u4e3b 👋 \u8fc7\u53bb\u4e00\u5e74，\u6211\u4ece\u6301\u7eed\u8f93\u51fa Java\/\u524d\u7aef\/AI \u6280\u672f\u6587\u7ae0，\u9010\u6b65\u8f6c\u5411 \u5de5\u7a0b\u5316\u843d\u5730 AI Agent \u7cfb\u7edf \u7684\u5b9e\u6218\u5f00\u53d1\u3002 \u5982\u4eca，\u6211\u5c06\u81ea\u5df1\u6253\u78e8\u6570\u6708\u7684 Agent \u5b9e\u4e60\u751f\u7b80\u5386 \u5b8c\u6574\u516c\u5f00\u2014\u2014 \u4e0d\u4ec5\u5305\u542b \u8de8\u8bed\u8a00\u5168\u6808\u6280\u672f\u6808（Java + Python + Vue3），\u8fd8\u9644\u5e26 \u4e24\u4e2a\u5df2\u5f00\u6e90\u7684\u751f\u4ea7\u7ea7\u9879\u76ee（\u91d1\u878d\u4fe1\u8d37\u5e73\u53f0 + AI \u5237\u9898\u7cfb\u7edf），\u4ee3\u7801\u3001\u6587\u6863\u3001\u90e8\u7f72\u65b9\u6848\u4e00\u5e94\u4ff1\u5168\u3002<\/p>\n

\u8fd9\u7bc7\u7b80\u5386\u4e0d\u662f\u201c\u7eb8\u4e0a\u8c08\u5175\u201d，\u800c\u662f \u4ece 0 \u5230 1 \u642d\u5efa\u3001\u4e0a\u7ebf\u3001\u4f18\u5316\u7684\u771f\u5b9e\u4ea7\u7269\u3002 \u73b0\u8bda\u9080\u5404\u4f4d\u540c\u884c\u3001\u524d\u8f88\u3001HR \u5927\u4f6c\u4eec \u72e0\u72e0\u201c\u62f7\u6253\u201d： 👉 \u6280\u672f\u67b6\u6784\u662f\u5426\u5408\u7406？ 👉 \u9879\u76ee\u4eae\u70b9\u662f\u5426\u7a81\u51fa？ 👉 \u8fd8\u6709\u54ea\u4e9b\u53ef\u4ee5\u4f18\u5316\u7684\u7a7a\u95f4？<\/p>\n

\u4f60\u7684\u6bcf\u4e00\u6761\u5efa\u8bae，\u5bf9\u6211\u90fd\u6781\u5176\u73cd\u8d35！ \u540c\u65f6\u4e5f\u6b22\u8fce\u5185\u63a8\u6216\u4ea4\u6d41\u673a\u4f1a 🙏（\u8054\u7cfb\u6211\u7684\u8bdd\u76f4\u63a5\u8bc4\u8bba，\u6211\u6bcf\u5929\u90fd\u4f1a\u770b）<\/p>\n

GitHub \u5f00\u6e90\u5730\u5740\u5df2\u9644\u5728\u6bcf\u4e2a\u9879\u76ee\u4e0b，\u6b22\u8fce Star & Fork！<\/p>\n\n\u8d44\u6e90\u7c7b\u578b\u94fe\u63a5<\/tr>\n\n\n\n\n
GitHub \u4e3b\u9875<\/td>\ngithub.com\/CelestialVisionary<\/td>\n<\/tr>\n
\u91d1\u878d\u9879\u76ee<\/td>\nwwCredit – GitHub<\/td>\n<\/tr>\n
\u52a9\u5b66\u9879\u76ee<\/td>\nstudyforge – GitHub<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6c42\u804c\u610f\u5411<\/h3>\n

\u671f\u671b\u804c\u4f4d：Agent\u5b9e\u4e60\u751f<\/p>\n

\u6559\u80b2\u80cc\u666f<\/h3>\n
    \n
  • \u5e7f\u5dde\u5929\u6cb3\u533a\u7684\u7834\u4e8c\u672c 👋<\/li>\n<\/ul>\n

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      \n
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        \n
      • \u5e7b\u60f3\u7b80\u5386！\u535a\u4e3b\u672c\u4eba\u671f\u671b\u7684 AI Agent \u5168\u6808\u7b80\u5386：Java + Python + Vue3 \u8de8\u8bed\u8a00\u5b9e\u6218，\u4ee3\u7801\u5df2\u5f00\u6e90！<\/li>\n
      • \n
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        • \u4e2a\u4eba\u6280\u80fd<\/li>\n
        • \n
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          • \u4e00\u3001AI Agent \u6838\u5fc3\u6280\u672f（Python \u6808）<\/li>\n
          • \u4e8c\u3001Java \u540e\u7aef\u6838\u5fc3\u6280\u672f（\u5de5\u7a0b\u5316\u5e95\u5ea7，\u4e1a\u52a1\u652f\u6491）<\/li>\n
          • \u4e09\u3001TypeScript \u524d\u7aef\u6280\u672f（\u4ea4\u4e92\u754c\u9762，\u7528\u6237\u5165\u53e3）<\/li>\n
          • \u56db\u3001\u4e2d\u95f4\u4ef6\u4e0e\u6570\u636e\u5b58\u50a8<\/li>\n<\/ul>\n<\/li>\n
          • \u9879\u76ee\u7ecf\u5386<\/li>\n
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            • \u5a01\u6b66\u91d1\u878d\u4fe1\u8d37\u7ba1\u7406\u5fae\u670d\u52a1\u5e73\u53f0 \u00b7 Agent\u5168\u6808\u5f00\u53d1<\/li>\n
            • \n
                \n
              • \u6280\u672f\u6808：<\/li>\n
              • \u9879\u76ee\u63cf\u8ff0：<\/li>\n
              • \u4e3b\u8981\u5de5\u4f5c：<\/li>\n<\/ul>\n<\/li>\n
              • AI \u52a9\u5b66\u5237\u9898\u7cfb\u7edf \u00b7 Agent\u5168\u6808\u5f00\u53d1<\/li>\n
              • \n
                  \n
                • \u6280\u672f\u6808：<\/li>\n
                • \u9879\u76ee\u63cf\u8ff0：<\/li>\n
                • \u4e3b\u8981\u5de5\u4f5c：<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n
                • 🙌 \u6700\u540e\u7684\u8bdd<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                  \u725b\u5ba2\u7f51\u5728\u7ebf\u7b80\u5386<\/h3>\n

                  \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

                  \n

                  \u81ea\u6211\u8bc4\u4ef7<\/h3>\n
                    \n
                  • \u4e13\u6ce8\u8de8\u8bed\u8a00\u5168\u6808 AI Agent \u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u843d\u5730，\u7cbe\u901a\u300cJava \u540e\u7aef\u5de5\u7a0b\u5316 + Python AI Agent \u5f00\u53d1 + TypeScript \u524d\u7aef\u5f00\u53d1\u300d\u7684\u5b8c\u6574\u6280\u672f\u6808，\u5177\u5907\u4ece 0 \u5230 1 \u642d\u5efa\u751f\u4ea7\u7ea7\u591a\u8bed\u8a00 Agent \u7cfb\u7edf\u7684\u5b9e\u6218\u80fd\u529b；<\/li>\n<\/ul>\n

                    #mermaid-svg-jikojr9cofLnsuWr{font-family:\\”trebuchet ms\\”,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-jikojr9cofLnsuWr .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-jikojr9cofLnsuWr .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-jikojr9cofLnsuWr .error-icon{fill:#552222;}#mermaid-svg-jikojr9cofLnsuWr .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-jikojr9cofLnsuWr .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-jikojr9cofLnsuWr .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-jikojr9cofLnsuWr .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-jikojr9cofLnsuWr .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-jikojr9cofLnsuWr .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-jikojr9cofLnsuWr .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-jikojr9cofLnsuWr .marker{fill:#333333;stroke:#333333;}#mermaid-svg-jikojr9cofLnsuWr .marker.cross{stroke:#333333;}#mermaid-svg-jikojr9cofLnsuWr svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-jikojr9cofLnsuWr p{margin:0;}#mermaid-svg-jikojr9cofLnsuWr .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-jikojr9cofLnsuWr .cluster-label text{fill:#333;}#mermaid-svg-jikojr9cofLnsuWr .cluster-label span{color:#333;}#mermaid-svg-jikojr9cofLnsuWr .cluster-label span p{background-color:transparent;}#mermaid-svg-jikojr9cofLnsuWr .label text,#mermaid-svg-jikojr9cofLnsuWr span{fill:#333;color:#333;}#mermaid-svg-jikojr9cofLnsuWr .node rect,#mermaid-svg-jikojr9cofLnsuWr .node circle,#mermaid-svg-jikojr9cofLnsuWr .node ellipse,#mermaid-svg-jikojr9cofLnsuWr .node polygon,#mermaid-svg-jikojr9cofLnsuWr .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-jikojr9cofLnsuWr .rough-node .label text,#mermaid-svg-jikojr9cofLnsuWr .node .label text,#mermaid-svg-jikojr9cofLnsuWr .image-shape .label,#mermaid-svg-jikojr9cofLnsuWr .icon-shape .label{text-anchor:middle;}#mermaid-svg-jikojr9cofLnsuWr .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-jikojr9cofLnsuWr .rough-node .label,#mermaid-svg-jikojr9cofLnsuWr .node .label,#mermaid-svg-jikojr9cofLnsuWr .image-shape .label,#mermaid-svg-jikojr9cofLnsuWr .icon-shape .label{text-align:center;}#mermaid-svg-jikojr9cofLnsuWr .node.clickable{cursor:pointer;}#mermaid-svg-jikojr9cofLnsuWr .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-jikojr9cofLnsuWr .arrowheadPath{fill:#333333;}#mermaid-svg-jikojr9cofLnsuWr .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-jikojr9cofLnsuWr .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-jikojr9cofLnsuWr .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-jikojr9cofLnsuWr .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-jikojr9cofLnsuWr .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-jikojr9cofLnsuWr .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-jikojr9cofLnsuWr .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-jikojr9cofLnsuWr .cluster text{fill:#333;}#mermaid-svg-jikojr9cofLnsuWr .cluster span{color:#333;}#mermaid-svg-jikojr9cofLnsuWr div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\”trebuchet ms\\”,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-jikojr9cofLnsuWr .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-jikojr9cofLnsuWr rect.text{fill:none;stroke-width:0;}#mermaid-svg-jikojr9cofLnsuWr .icon-shape,#mermaid-svg-jikojr9cofLnsuWr .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-jikojr9cofLnsuWr .icon-shape p,#mermaid-svg-jikojr9cofLnsuWr .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-jikojr9cofLnsuWr .icon-shape rect,#mermaid-svg-jikojr9cofLnsuWr .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-jikojr9cofLnsuWr .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-jikojr9cofLnsuWr .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-jikojr9cofLnsuWr :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

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                    \u524d\u7aef\u4ea4\u4e92\u5c42Vue3 + TypeScript + Pinia<\/p>\n

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                    \u540e\u7aef\u4e1a\u52a1\u5c42Java 21 + Spring Boot 3 + \u5fae\u670d\u52a1<\/p>\n

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                    AI \u667a\u80fd\u5c42Python + LangChain + LangGraph + RAG<\/p>\n

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                    \u5411\u91cf\u5e93Milvus\/Chroma<\/p>\n

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                    \u6570\u636e\u5e93MySQL\/Redis<\/p>\n

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                      \n
                    • \u8fd0\u8425\u767e\u4e07\u6d4f\u89c8\u91cf CSDN \u6280\u672f\u8d26\u53f7，\u6301\u7eed\u8f93\u51fa\u8de8\u8bed\u8a00 Agent \u5f00\u53d1\u3001Java \u540e\u7aef\u67b6\u6784\u3001TypeScript \u524d\u7aef\u5de5\u7a0b\u5316\u7b49\u6280\u672f\u5e72\u8d27；GitHub \u7ef4\u62a4\u591a\u5957\u5f00\u6e90\u8de8\u8bed\u8a00 Agent+Web \u5168\u6808\u9879\u76ee，\u7f16\u7801\u89c4\u8303\u3001\u6587\u6863\u5b8c\u5584，\u5177\u5907\u6781\u5f3a\u7684\u5de5\u7a0b\u5316\u601d\u7ef4\u4e0e\u9879\u76ee\u4ea4\u4ed8\u80fd\u529b； （\u6211\u662fSteam\u7684Watt\u51fa\u4e86\u624d\u52a0\u901f\u8fdbgithub\u7684，\u6ca1\u7ffb\u5899）<\/li>\n
                    • \u7cbe\u901a Spring \u751f\u6001\u3001\u5fae\u670d\u52a1\u7b49 Java \u540e\u7aef\u6280\u672f，\u7cbe\u901a LangChain\u3001RAG \u4e0e Python Agent \u751f\u6001，\u7cbe\u901a Vue 3+TypeScript \u524d\u7aef\u5f00\u53d1，\u53ef\u72ec\u7acb\u5b8c\u6210\u300c\u524d\u7aef\u4ea4\u4e92 \u2014 \u540e\u7aef\u4e1a\u52a1 \u2014 Agent \u80fd\u80fd\u300d\u7684\u5168\u94fe\u8def\u5f00\u53d1\u4e0e\u8de8\u8bed\u8a00\u534f\u4f5c\u67b6\u6784\u8bbe\u8ba1； \u6211\u77e5\u9053\u7cbe\u901a\u8fd9\u4e2a\u8bcd\u76f8\u5f53\u9006\u5929，\u4f46\u662f\u6211\u5e0c\u671b\u6211\u80fd\u505a\u5230，\u6bd5\u7adf\u73b0\u5728\u6709vibe coding\u7684\u52a0\u6301，\u80fd\u8fbe\u5230\u4ee5\u524d\u7cbe\u901a\u8fd9\u4e9b\u6280\u672f\u6808\u7684\u5de5\u7a0b\u5e08\u7684\u6c34\u5e73🙇\u200d\u2642\ufe0f<\/li>\n<\/ul>\n\n\u80fd\u529b\u7ef4\u5ea6Java \u540e\u7aefPython AgentVue3 \u524d\u7aef<\/tr>\n\n\n\n\n\n
                      \u6838\u5fc3\u6846\u67b6<\/td>\nSpring Boot 3, MyBatis-Plus<\/td>\nLangChain, LangGraph, FastAPI<\/td>\nVue3, Pinia, Vite<\/td>\n<\/tr>\n
                      \u5de5\u7a0b\u5316\u91cd\u70b9<\/td>\n\u5fae\u670d\u52a1\u6cbb\u7406\u3001\u4e8b\u52a1\u7ba1\u7406\u3001\u63a5\u53e3\u89c4\u8303<\/td>\n\u5de5\u4f5c\u6d41\u7f16\u6392\u3001RAG\u3001\u5de5\u5177\u8c03\u7528<\/td>\n\u7c7b\u578b\u5b89\u5168\u3001\u72b6\u6001\u7ba1\u7406\u3001\u6027\u80fd\u4f18\u5316<\/td>\n<\/tr>\n
                      \u5178\u578b\u4ea7\u51fa<\/td>\n86+ \u91d1\u878d\u7ea7 RESTful API<\/td>\n7 \u6b65 ReAct \u667a\u80fd\u4f53\u5de5\u4f5c\u6d41<\/td>\n32+ \u9875\u9762 + 56+ \u4e1a\u52a1\u7ec4\u4ef6<\/td>\n<\/tr>\n
                      \u534f\u4f5c\u65b9\u5f0f<\/td>\n\u63d0\u4f9b gRPC\/REST \u63a5\u53e3\u7ed9\u524d\u7aef & Agent<\/td>\n\u901a\u8fc7 FastAPI \u88ab Java \u8c03\u7528<\/td>\n\u901a\u8fc7 Axios \u8c03\u7528 Java \u540e\u7aef<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                        \n
                      • \n

                        \u6301\u7eed\u6df1\u8015\u6280\u672f，\u65e5\u5e38\u901a\u8fc7 LeetCode \u7b97\u6cd5\u5237\u9898\u3001\u5f00\u6e90\u9879\u76ee\u8fed\u4ee3\u592f\u5b9e\u6280\u672f\u529f\u5e95，\u5177\u5907\u6781\u5f3a\u7684\u5feb\u901f\u5b66\u4e60\u80fd\u529b\u4e0e\u590d\u6742\u95ee\u9898\u62c6\u89e3\u80fd\u529b\u3002<\/p>\n<\/li>\n

                      • \n

                        \u8fd8\u6709\u725b\u5ba2\u7f51\u548c\u5173\u6ce8\u4e86AI\u7684\u6296\u97f3\u53f7\u65e5\u5e38\u770b\u4e00\u770b，\u6700\u8fd1openclaw\u548c\u7f51\u6613\u6709\u9053\u7684LobsterAI\u6a2a\u7a7a\u51fa\u4e16，\u6211\u4e5f\u6709\u5728\u5c1d\u8bd5，\u4f46\u611f\u89c9\u90fd\u662f\u8c03\u4e2aApi Key\u4f53\u9a8c\u522b\u4eba\u7684\u4ea7\u54c1，\u4e0d\u5f97\u52b2\u3002<\/p>\n<\/li>\n<\/ul>\n

                        \n

                        \u4e2a\u4eba\u6280\u80fd<\/h3>\n

                        \u4e00\u3001AI Agent \u6838\u5fc3\u6280\u672f（Python \u6808）<\/h4>\n
                          \n
                        • \u667a\u80fd\u4f53\u6846\u67b6：\u7cbe\u901a LangChain\u3001LangGraph \u7b49 Python Agent \u5f00\u53d1\u6846\u67b6，\u719f\u7ec3\u638c\u63e1 ReAct\u3001CoT\u3001Few-shot \u7b49\u4e3b\u6d41\u5de5\u4f5c\u6d41，\u5177\u5907\u5355\u667a\u80fd\u4f53\u7f16\u6392\u3001\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7684\u5b8c\u6574\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u80fd\u529b；<\/li>\n
                        • \u6838\u5fc3\u6280\u672f\u6808：\u719f\u7ec3\u638c\u63e1 RAG \u68c0\u7d22\u589e\u5f3a\u751f\u6210\u3001Function Call \u5de5\u5177\u8c03\u7528\u3001Prompt \u5de5\u7a0b\u3001\u4f1a\u8bdd\u8bb0\u5fc6\u7ba1\u7406\u3001\u5411\u91cf\u68c0\u7d22（Chroma\/Milvus）\u7b49 Agent \u6838\u5fc3\u6280\u672f，\u53ef\u57fa\u4e8e Python \u751f\u6001\u5feb\u901f\u843d\u5730\u590d\u6742\u667a\u80fd\u4f53\u903b\u8f91；<\/li>\n
                        • \u670d\u52a1\u5316\u5c01\u88c5：\u53ef\u57fa\u4e8e FastAPI\/Flask \u5c06 Python Agent \u80fd\u529b\u5c01\u88c5\u4e3a\u6807\u51c6\u5316 RESTful\/gRPC \u63a5\u53e3，\u4f9b Java \u540e\u7aef\u8c03\u7528，\u5b9e\u73b0 AI \u80fd\u529b\u4e0e\u4e1a\u52a1\u7cfb\u7edf\u7684\u89e3\u8026\u3002<\/li>\n<\/ul>\n

                          #mermaid-svg-Qy9NMG52Lowf9u1K{font-family:\\”trebuchet ms\\”,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-Qy9NMG52Lowf9u1K .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-Qy9NMG52Lowf9u1K .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-Qy9NMG52Lowf9u1K .error-icon{fill:#552222;}#mermaid-svg-Qy9NMG52Lowf9u1K .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-Qy9NMG52Lowf9u1K .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-Qy9NMG52Lowf9u1K .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-Qy9NMG52Lowf9u1K .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-Qy9NMG52Lowf9u1K .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-Qy9NMG52Lowf9u1K .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-Qy9NMG52Lowf9u1K .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-Qy9NMG52Lowf9u1K .marker{fill:#333333;stroke:#333333;}#mermaid-svg-Qy9NMG52Lowf9u1K .marker.cross{stroke:#333333;}#mermaid-svg-Qy9NMG52Lowf9u1K svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-Qy9NMG52Lowf9u1K p{margin:0;}#mermaid-svg-Qy9NMG52Lowf9u1K .mermaid-main-font{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-Qy9NMG52Lowf9u1K .exclude-range{fill:#eeeeee;}#mermaid-svg-Qy9NMG52Lowf9u1K .section{stroke:none;opacity:0.2;}#mermaid-svg-Qy9NMG52Lowf9u1K .section0{fill:rgba(102, 102, 255, 0.49);}#mermaid-svg-Qy9NMG52Lowf9u1K .section2{fill:#fff400;}#mermaid-svg-Qy9NMG52Lowf9u1K .section1,#mermaid-svg-Qy9NMG52Lowf9u1K .section3{fill:white;opacity:0.2;}#mermaid-svg-Qy9NMG52Lowf9u1K .sectionTitle0{fill:#333;}#mermaid-svg-Qy9NMG52Lowf9u1K .sectionTitle1{fill:#333;}#mermaid-svg-Qy9NMG52Lowf9u1K .sectionTitle2{fill:#333;}#mermaid-svg-Qy9NMG52Lowf9u1K .sectionTitle3{fill:#333;}#mermaid-svg-Qy9NMG52Lowf9u1K .sectionTitle{text-anchor:start;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-Qy9NMG52Lowf9u1K .grid .tick{stroke:lightgrey;opacity:0.8;shape-rendering:crispEdges;}#mermaid-svg-Qy9NMG52Lowf9u1K .grid .tick text{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;fill:#333;}#mermaid-svg-Qy9NMG52Lowf9u1K .grid path{stroke-width:0;}#mermaid-svg-Qy9NMG52Lowf9u1K .today{fill:none;stroke:red;stroke-width:2px;}#mermaid-svg-Qy9NMG52Lowf9u1K .task{stroke-width:2;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskText{text-anchor:middle;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutsideRight{fill:black;text-anchor:start;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutsideLeft{fill:black;text-anchor:end;}#mermaid-svg-Qy9NMG52Lowf9u1K .task.clickable{cursor:pointer;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskText.clickable{cursor:pointer;fill:#003163!important;font-weight:bold;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutsideLeft.clickable{cursor:pointer;fill:#003163!important;font-weight:bold;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutsideRight.clickable{cursor:pointer;fill:#003163!important;font-weight:bold;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskText0,#mermaid-svg-Qy9NMG52Lowf9u1K .taskText1,#mermaid-svg-Qy9NMG52Lowf9u1K .taskText2,#mermaid-svg-Qy9NMG52Lowf9u1K .taskText3{fill:white;}#mermaid-svg-Qy9NMG52Lowf9u1K .task0,#mermaid-svg-Qy9NMG52Lowf9u1K .task1,#mermaid-svg-Qy9NMG52Lowf9u1K .task2,#mermaid-svg-Qy9NMG52Lowf9u1K .task3{fill:#8a90dd;stroke:#534fbc;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutside0,#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutside2{fill:black;}#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutside1,#mermaid-svg-Qy9NMG52Lowf9u1K .taskTextOutside3{fill:black;}#mermaid-svg-Qy9NMG52Lowf9u1K .active0,#mermaid-svg-Qy9NMG52Lowf9u1K .active1,#mermaid-svg-Qy9NMG52Lowf9u1K .active2,#mermaid-svg-Qy9NMG52Lowf9u1K .active3{fill:#bfc7ff;stroke:#534fbc;}#mermaid-svg-Qy9NMG52Lowf9u1K .activeText0,#mermaid-svg-Qy9NMG52Lowf9u1K .activeText1,#mermaid-svg-Qy9NMG52Lowf9u1K .activeText2,#mermaid-svg-Qy9NMG52Lowf9u1K .activeText3{fill:black!important;}#mermaid-svg-Qy9NMG52Lowf9u1K .done0,#mermaid-svg-Qy9NMG52Lowf9u1K .done1,#mermaid-svg-Qy9NMG52Lowf9u1K .done2,#mermaid-svg-Qy9NMG52Lowf9u1K .done3{stroke:grey;fill:lightgrey;stroke-width:2;}#mermaid-svg-Qy9NMG52Lowf9u1K .doneText0,#mermaid-svg-Qy9NMG52Lowf9u1K .doneText1,#mermaid-svg-Qy9NMG52Lowf9u1K .doneText2,#mermaid-svg-Qy9NMG52Lowf9u1K .doneText3{fill:black!important;}#mermaid-svg-Qy9NMG52Lowf9u1K .crit0,#mermaid-svg-Qy9NMG52Lowf9u1K .crit1,#mermaid-svg-Qy9NMG52Lowf9u1K .crit2,#mermaid-svg-Qy9NMG52Lowf9u1K .crit3{stroke:#ff8888;fill:red;stroke-width:2;}#mermaid-svg-Qy9NMG52Lowf9u1K .activeCrit0,#mermaid-svg-Qy9NMG52Lowf9u1K .activeCrit1,#mermaid-svg-Qy9NMG52Lowf9u1K .activeCrit2,#mermaid-svg-Qy9NMG52Lowf9u1K .activeCrit3{stroke:#ff8888;fill:#bfc7ff;stroke-width:2;}#mermaid-svg-Qy9NMG52Lowf9u1K .doneCrit0,#mermaid-svg-Qy9NMG52Lowf9u1K .doneCrit1,#mermaid-svg-Qy9NMG52Lowf9u1K .doneCrit2,#mermaid-svg-Qy9NMG52Lowf9u1K .doneCrit3{stroke:#ff8888;fill:lightgrey;stroke-width:2;cursor:pointer;shape-rendering:crispEdges;}#mermaid-svg-Qy9NMG52Lowf9u1K .milestone{transform:rotate(45deg) scale(0.8,0.8);}#mermaid-svg-Qy9NMG52Lowf9u1K .milestoneText{font-style:italic;}#mermaid-svg-Qy9NMG52Lowf9u1K .doneCritText0,#mermaid-svg-Qy9NMG52Lowf9u1K .doneCritText1,#mermaid-svg-Qy9NMG52Lowf9u1K .doneCritText2,#mermaid-svg-Qy9NMG52Lowf9u1K .doneCritText3{fill:black!important;}#mermaid-svg-Qy9NMG52Lowf9u1K .vert{stroke:navy;}#mermaid-svg-Qy9NMG52Lowf9u1K .vertText{font-size:15px;text-anchor:middle;fill:navy!important;}#mermaid-svg-Qy9NMG52Lowf9u1K .activeCritText0,#mermaid-svg-Qy9NMG52Lowf9u1K .activeCritText1,#mermaid-svg-Qy9NMG52Lowf9u1K .activeCritText2,#mermaid-svg-Qy9NMG52Lowf9u1K .activeCritText3{fill:black!important;}#mermaid-svg-Qy9NMG52Lowf9u1K .titleText{text-anchor:middle;font-size:18px;fill:#333;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-Qy9NMG52Lowf9u1K :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

                          2024\u5e7409\u6708<\/p>\n

                          2024\u5e7410\u6708<\/p>\n

                          2024\u5e7411\u6708<\/p>\n

                          2024\u5e7412\u6708<\/p>\n

                          2025\u5e7401\u6708<\/p>\n

                          2025\u5e7402\u6708<\/p>\n

                          2025\u5e7403\u6708<\/p>\n

                          2025\u5e7404\u6708<\/p>\n

                          2025\u5e7405\u6708<\/p>\n

                          2025\u5e7406\u6708<\/p>\n

                          Spring Boot \u57fa\u7840 <\/p>\n

                          \u5fae\u670d\u52a1\u4e0e\u4e2d\u95f4\u4ef6 <\/p>\n

                          Vue3 + TypeScript <\/p>\n

                          Pinia + Vite \u5de5\u7a0b\u5316 <\/p>\n

                          LangChain \u5165\u95e8 <\/p>\n

                          \u5de5\u7a0b\u5316\u4e0e\u90e8\u7f72\u5b9e\u8df5 <\/p>\n

                          LangGraph \u5de5\u4f5c\u6d41 <\/p>\n

                          \u5168\u6808\u8054\u8c03\u5b9e\u8df5 <\/p>\n

                          RAG \u4e0e\u5de5\u5177\u8c03\u7528 <\/p>\n

                          Java \u540e\u7aef\u5de5\u7a0b\u5316<\/p>\n

                          Python AI Agent<\/p>\n

                          Vue3 \u524d\u7aef\u5de5\u7a0b\u5316<\/p>\n

                          2024\u20132026 \u8de8\u8bed\u8a00\u5168\u6808\u80fd\u529b\u6210\u957f\u8def\u5f84<\/p>\n

                          \u4e8c\u3001Java \u540e\u7aef\u6838\u5fc3\u6280\u672f（\u5de5\u7a0b\u5316\u5e95\u5ea7，\u4e1a\u52a1\u652f\u6491）<\/h4>\n
                            \n
                          • \u57fa\u7840\u4e0e\u6846\u67b6：\u719f\u7ec3\u638c\u63e1 Java \u57fa\u7840\u7c7b\u5e93\u3001IO\u3001\u96c6\u5408\u3001\u5e76\u53d1\u7f16\u7a0b\u3001\u7406\u89e3 JVM \u5185\u5b58\u6a21\u578b\u4e0e GC \u8c03\u4f18；\u7cbe\u901a Spring\u3001SpringBoot\u3001SpringCloud\u3001MyBatis\/Plus \u7b49\u4e3b\u6d41\u6846\u67b6，\u6df1\u5165\u7406\u89e3 Spring \u5e95\u5c42\u539f\u7406；<\/li>\n
                          • \u67b6\u6784\u8bbe\u8ba1：\u719f\u6089\u5fae\u670d\u52a1\u67b6\u6784（Nacos\u3001OpenFeign\u3001Gateway\u3001Sentinel），\u53ef\u5b8c\u6210\u591a\u6a21\u5757\u540e\u7aef\u7cfb\u7edf\u7684\u62c6\u5206\u4e0e\u8bbe\u8ba1；\u719f\u7ec3\u4f7f\u7528 Redis\u3001RabbitMQ \u7b49\u4e2d\u95f4\u4ef6，\u5b9e\u73b0\u5206\u5e03\u5f0f\u7f13\u5b58\u3001\u5f02\u6b65\u4efb\u52a1\u8c03\u5ea6\u4e0e\u7cfb\u7edf\u89e3\u8026；<\/li>\n
                          • \u5de5\u7a0b\u5316\u80fd\u529b：\u5177\u5907\u63a5\u53e3\u6807\u51c6\u4ed5\u8bbe\u8ba1\u3001\u6743\u9650\u7ba1\u63a7\u3001\u65e5\u5fd7\u7ba1\u7406\u3001\u5355\u5143\u6d4b\u8bd5\u3001\u5bb9\u5668\u5316\u90e8\u7f72\u7684\u5b8c\u6574\u540e\u7aef\u5de5\u7a0b\u5316\u80fd\u529b，\u4fdd\u969c\u7cfb\u7edf\u7684\u9ad8\u6027\u80fd\u3001\u7a33\u5b9a\u6027\u4e0e\u53ef\u7ef4\u62a4\u6027\u3002<\/li>\n<\/ul>\n

                            #mermaid-svg-KAQ7iZMhl27nYuqr{font-family:\\”trebuchet ms\\”,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-KAQ7iZMhl27nYuqr .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-KAQ7iZMhl27nYuqr .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-KAQ7iZMhl27nYuqr .error-icon{fill:#552222;}#mermaid-svg-KAQ7iZMhl27nYuqr .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-KAQ7iZMhl27nYuqr .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-KAQ7iZMhl27nYuqr .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-KAQ7iZMhl27nYuqr .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-KAQ7iZMhl27nYuqr .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-KAQ7iZMhl27nYuqr .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-KAQ7iZMhl27nYuqr .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-KAQ7iZMhl27nYuqr .marker{fill:#333333;stroke:#333333;}#mermaid-svg-KAQ7iZMhl27nYuqr .marker.cross{stroke:#333333;}#mermaid-svg-KAQ7iZMhl27nYuqr svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-KAQ7iZMhl27nYuqr p{margin:0;}#mermaid-svg-KAQ7iZMhl27nYuqr .pieCircle{stroke:#000000;stroke-width:2px;opacity:0.7;}#mermaid-svg-KAQ7iZMhl27nYuqr .pieOuterCircle{stroke:#000000;stroke-width:1px;fill:none;}#mermaid-svg-KAQ7iZMhl27nYuqr .pieTitleText{text-anchor:middle;font-size:25px;fill:#000000;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-KAQ7iZMhl27nYuqr .slice{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;fill:#000000;font-size:17px;}#mermaid-svg-KAQ7iZMhl27nYuqr .legend text{fill:#000000;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:17px;}#mermaid-svg-KAQ7iZMhl27nYuqr :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

                            40%<\/p>\n

                            35%<\/p>\n

                            20%<\/p>\n

                            5%<\/p>\n

                            \u6280\u672f\u6808\u6295\u5165\u5360\u6bd4（2025\u20132026）<\/p>\n

                            Java \u540e\u7aef\u5de5\u7a0b\u5316<\/p>\n

                            Python AI Agent \u5f00\u53d1<\/p>\n

                            Vue3 \u524d\u7aef\u5de5\u7a0b\u5316<\/p>\n

                            DevOps – \u90e8\u7f72 – \u6587\u6863<\/p>\n

                            \u4e09\u3001TypeScript \u524d\u7aef\u6280\u672f（\u4ea4\u4e92\u754c\u9762，\u7528\u6237\u5165\u53e3）<\/h4>\n
                              \n
                            • \u524d\u7aef\u6846\u67b6：\u7cbe\u901a Vue3\u3001TypeScript\u3001Element Plus\/Ant Design Vue \u7b49\u524d\u7aef\u6280\u672f\u6808，\u719f\u7ec3\u638c\u63e1 Vue3 \u7ec4\u5408\u5f0f API\u3001Pinia \u72b6\u6001\u7ba1\u7406\u3001Vue Router \u8def\u7531\u7ba1\u7406；<\/li>\n
                            • \u5de5\u7a0b\u5316：\u719f\u7ec3\u4f7f\u7528 Vite \u6784\u5efa\u5de5\u5177，\u5177\u5907 TypeScript \u7c7b\u578b\u5b89\u5168\u5f00\u53d1\u3001ESLint \u4ee3\u7801\u89c4\u8303\u3001\u524d\u7aef\u6027\u80fd\u4f18\u5316\u7684\u5de5\u7a0b\u5316\u80fd\u529b；<\/li>\n
                            • \u5168\u6808\u5bf9\u63a5：\u53ef\u57fa\u4e8e Axios\/Fetch \u5b8c\u6210\u4e0e Java \u540e\u7aef API \u7684\u65e0\u7f1d\u5bf9\u63a5，\u5b9e\u73b0\u4f1a\u8bdd\u7ba1\u7406\u3001\u6570\u636e\u53ef\u89c6\u5316\u3001Agent \u914d\u7f6e\u7b49\u590d\u6742\u4ea4\u4e92\u529f\u80fd\u3002<\/li>\n<\/ul>\n

                              \u56db\u3001\u4e2d\u95f4\u4ef6\u4e0e\u6570\u636e\u5b58\u50a8<\/h4>\n
                                \n
                              • \u6570\u636e\u5e93：MySQL（InnoDB \u5f15\u64ce\u3001\u7d22\u5f15\u4f18\u5316\u3001\u5206\u5e93\u5206\u8868）\u3001Redis（\u5206\u5e03\u5f0f\u9501\u3001\u591a\u7ea7\u7f13\u5b58）\u3001Milvus\/Chroma（\u5411\u91cf\u6570\u636e\u5e93）；<\/li>\n
                              • \u6d88\u606f\u961f\u5217：RabbitMQ（\u5f02\u6b65\u4efb\u52a1\u3001\u6d88\u606f\u89e3\u8026）；<\/li>\n
                              • \u5f00\u53d1\u5de5\u5177：Maven\/Gradle\u3001Git\u3001Docker\u3001Docker Compose\u3001Postman\u3001Junit5\u3002<\/li>\n<\/ul>\n

                                \u8f6f\u4ef6\u6d4b\u8bd5\u548c\u8fd0\u7ef4\u76f8\u5173\u7684\u6280\u672f\u6808，\u6211\u6253\u7b97\u6839\u636e\u4eba\u624d\u57f9\u517b\u65b9\u6848\u91cc\u7684\u8d70，\u7b49\u5927\u4e09\u5927\u56db\u90a3\u4f1a\u5b66\u6821\u6559\u7684\u65f6\u5019，\u6211\u518d\u8fdb\u884c\u4e13\u9879\u7a81\u7834！<\/p>\n

                                \n

                                \u9879\u76ee\u7ecf\u5386<\/h3>\n

                                \u4e24\u5927\u9879\u76ee\u6838\u5fc3\u6307\u6807\u5bf9\u6bd4：<\/p>\n\n\u6307\u6807\u5a01\u6b66\u91d1\u878d\u4fe1\u8d37\u5e73\u53f0AI \u52a9\u5b66\u5237\u9898\u7cfb\u7edf<\/tr>\n\n\n\n\n\n\n
                                \u6280\u672f\u67b6\u6784<\/td>\nJava \u5fae\u670d\u52a1 + Python Agent<\/td>\nJava \u5355\u4f53 + \u72ec\u7acb AI Module<\/td>\n<\/tr>\n
                                AI \u51c6\u786e\u7387\u63d0\u5347<\/td>\n61% \u2192 88%（\u91d1\u878d\u95ee\u7b54）<\/td>\n85%（\u9898\u76ee\u89e3\u6790）<\/td>\n<\/tr>\n
                                \u6027\u80fd\u4f18\u5316<\/td>\n\u67e5\u8be2\u8017\u65f6 \u219386%，\u54cd\u5e94\u6548\u7387 \u219185%<\/td>\n\u63a5\u53e3\u54cd\u5e94\u901f\u5ea6 \u219130%<\/td>\n<\/tr>\n
                                \u7528\u6237\u89c4\u6a21<\/td>\n\u5185\u90e8\u6d4b\u8bd5（\u91d1\u878d\u5408\u89c4\u8981\u6c42）<\/td>\n200+ \u5b66\u751f<\/td>\n<\/tr>\n
                                \u90e8\u7f72\u65b9\u5f0f<\/td>\nDocker + K8s（\u89c4\u5212\u4e2d）<\/td>\ndocker-compose \u4e00\u952e\u90e8\u7f72<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

                                \u5a01\u6b66\u91d1\u878d\u4fe1\u8d37\u7ba1\u7406\u5fae\u670d\u52a1\u5e73\u53f0 \u00b7 Agent\u5168\u6808\u5f00\u53d1<\/h4>\n

                                \u9879\u76ee\u5730\u5740：https:\/\/github.com\/CelestialVisionary\/wwCredit<\/p>\n

                                \u6280\u672f\u6808：<\/h5>\n

                                Java 21\u3001Spring Boot 3\u3001Spring Cloud Alibaba\u3001MyBatis-Plus\u3001MySQL\u3001Redis\u3001Nacos\u3001Vue3\u3001TypeScript\u3001Vue Router\u3001Pinia\u3001Python\u3001LangChain\u3001LangGraph\u3001FastAPI\u3001JWT\u3001Maven\u3001RESTful API<\/p>\n

                                \u9879\u76ee\u63cf\u8ff0：<\/h5>\n

                                \u4e3b\u8981\u5f00\u53d1\u7684\u666e\u60e0\u91d1\u878d\u80cc\u666f\u5168\u94fe\u8def\u4fe1\u8d37\u7ba1\u7406\u5fae\u670d\u52a1\u5e73\u53f0，\u8986\u76d6\u300c\u7aef\u7528\u6237\u501f\u6b3e \/ \u6d41\u7a0b\u5168\u751f\u547d\u5468\u671f\u3001B \u7aef\u7ba1\u7406\u7aef\u98ce\u9669\u5ba1\u6279 \/ \u8fd0\u8425\u7ba1\u7406\u5168\u6d41\u7a0b\u3002\u91c7\u7528 Java \u5fae\u670d\u52a1\u4e0e\u5de5\u7a0b\u5e95\u5ea7\u3001Python AI Agent \u4e3a\u667a\u80fd\u6838\u5fc3\u3001TypeScript \u524d\u7aef\u4e3a\u4ea4\u4e92\u5165\u53e3\u7684\u8de8\u8bed\u8a00\u5168\u6808\u67b6\u6784，\u652f\u6491\u501f\u6b3e\u914d\u7f6e\u3001\u7528\u6237\u79ef\u5206\u3001\u98ce\u63a7\u5ba1\u6279\u3001\u516c\u544a\u7ba1\u7406\u3001\u667a\u80fd\u91d1\u878d\u52a9\u624b\u7b49\u6838\u5fc3\u529f\u80fd，\u9002\u914d\u591a\u7aef\u4ea4\u4e92\u5e76\u6ee1\u8db3\u91d1\u878d\u7ea7\u63a5\u53e3\u5b89\u5168\u4e0e\u6570\u636e\u5408\u89c4\u8981\u6c42\u3002<\/p>\n

                                #mermaid-svg-cyf4XBWk7d2VyStd{font-family:\\”trebuchet ms\\”,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-cyf4XBWk7d2VyStd .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-cyf4XBWk7d2VyStd .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-cyf4XBWk7d2VyStd .error-icon{fill:#552222;}#mermaid-svg-cyf4XBWk7d2VyStd .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-cyf4XBWk7d2VyStd .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-cyf4XBWk7d2VyStd .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-cyf4XBWk7d2VyStd .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-cyf4XBWk7d2VyStd .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-cyf4XBWk7d2VyStd .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-cyf4XBWk7d2VyStd .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-cyf4XBWk7d2VyStd .marker{fill:#333333;stroke:#333333;}#mermaid-svg-cyf4XBWk7d2VyStd .marker.cross{stroke:#333333;}#mermaid-svg-cyf4XBWk7d2VyStd svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-cyf4XBWk7d2VyStd p{margin:0;}#mermaid-svg-cyf4XBWk7d2VyStd .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-cyf4XBWk7d2VyStd .cluster-label text{fill:#333;}#mermaid-svg-cyf4XBWk7d2VyStd .cluster-label span{color:#333;}#mermaid-svg-cyf4XBWk7d2VyStd .cluster-label span p{background-color:transparent;}#mermaid-svg-cyf4XBWk7d2VyStd .label text,#mermaid-svg-cyf4XBWk7d2VyStd span{fill:#333;color:#333;}#mermaid-svg-cyf4XBWk7d2VyStd .node rect,#mermaid-svg-cyf4XBWk7d2VyStd .node circle,#mermaid-svg-cyf4XBWk7d2VyStd .node ellipse,#mermaid-svg-cyf4XBWk7d2VyStd .node polygon,#mermaid-svg-cyf4XBWk7d2VyStd .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-cyf4XBWk7d2VyStd .rough-node .label text,#mermaid-svg-cyf4XBWk7d2VyStd .node .label text,#mermaid-svg-cyf4XBWk7d2VyStd .image-shape .label,#mermaid-svg-cyf4XBWk7d2VyStd .icon-shape .label{text-anchor:middle;}#mermaid-svg-cyf4XBWk7d2VyStd .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-cyf4XBWk7d2VyStd .rough-node .label,#mermaid-svg-cyf4XBWk7d2VyStd .node .label,#mermaid-svg-cyf4XBWk7d2VyStd .image-shape .label,#mermaid-svg-cyf4XBWk7d2VyStd .icon-shape .label{text-align:center;}#mermaid-svg-cyf4XBWk7d2VyStd .node.clickable{cursor:pointer;}#mermaid-svg-cyf4XBWk7d2VyStd .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-cyf4XBWk7d2VyStd .arrowheadPath{fill:#333333;}#mermaid-svg-cyf4XBWk7d2VyStd .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-cyf4XBWk7d2VyStd .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-cyf4XBWk7d2VyStd .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-cyf4XBWk7d2VyStd .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-cyf4XBWk7d2VyStd .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-cyf4XBWk7d2VyStd .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-cyf4XBWk7d2VyStd .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-cyf4XBWk7d2VyStd .cluster text{fill:#333;}#mermaid-svg-cyf4XBWk7d2VyStd .cluster span{color:#333;}#mermaid-svg-cyf4XBWk7d2VyStd div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\”trebuchet ms\\”,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-cyf4XBWk7d2VyStd .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-cyf4XBWk7d2VyStd rect.text{fill:none;stroke-width:0;}#mermaid-svg-cyf4XBWk7d2VyStd .icon-shape,#mermaid-svg-cyf4XBWk7d2VyStd .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-cyf4XBWk7d2VyStd .icon-shape p,#mermaid-svg-cyf4XBWk7d2VyStd .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-cyf4XBWk7d2VyStd .icon-shape rect,#mermaid-svg-cyf4XBWk7d2VyStd .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-cyf4XBWk7d2VyStd .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-cyf4XBWk7d2VyStd .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-cyf4XBWk7d2VyStd :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

                                <\/p>\n

                                AI Agent \u670d\u52a1<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                Java \u5fae\u670d\u52a1<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                \u7528\u6237\u7aef<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                HTTP\/JSON<\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                gRPC\/REST<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                Vue3 \u524d\u7aef<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                Spring Cloud Gateway<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                User Service<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                Loan Service<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                Risk Service<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                MySQL + Redis<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                FastAPI Agent<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                LangGraph \u5de5\u4f5c\u6d41<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                RAG + Milvus<\/p>\n

                                <\/span><\/p>\n

                                <\/p>\n

                                Function Tools<\/p>\n

                                <\/span><\/p>\n

                                \u4e3b\u8981\u5de5\u4f5c：<\/h5>\n
                                  \n
                                • \u540e\u7aef\u5f00\u53d1：\u57fa\u4e8e Spring Boot 3+MyBatis-Plus \u5b9e\u73b0\u7528\u6237\u7ba1\u7406\u3001\u79ef\u5206\u7b49\u7ea7\u3001\u501f\u6b3e\u7ba1\u7406\u3001\u51fa\u501f\u7ba1\u7406\u7b49\u6838\u5fc3\u4e1a\u52a1\u6a21\u5757\u7684 CRUD \u64cd\u4f5c，\u5f00\u53d1\u7528\u6237\u767b\u5f55\u8bb0\u5f55 TOP50 \u9ad8\u9891\u67e5\u8be2\u63a5\u53e3，\u901a\u8fc7 QueryWrapper \u6280\u672f\u52a8\u6001\u67e5\u8be2\u6761\u4ef6，\u4f18\u5316\u7d22\u5f15\u5c06\u63a5\u53e3\u54cd\u5e94\u6548\u7387\u63d0\u5347 85%；\u624b\u52a8\u6ce8\u518c BorrowInfoMapper Bean，\u4f18\u5316 MyBatis \u6620\u5c04\u914d\u7f6e，\u624b\u5199\u501f\u6b3e\u4fe1\u606f\u591a\u8868\u5173\u8054\u67e5\u8be2 SQL，\u66ff\u4ee3\u5faa\u73af\u5b50\u67e5\u8be2\u65b9\u6848\u67e5\u8be2\u8017\u65f6\u964d\u4f4e 86%；\u5c01\u88c5 RequestHelper \u901a\u7528\u5de5\u5177\u7c7b\u5b9e\u73b0\u8bf7\u6c42\u53c2\u6570\u6807\u51c6\u5316\u8f6c\u6362，\u65b0\u589e BatchSqlGrammarException \u7b49 11 \u7c7b\u4e1a\u52a1\u5f02\u5e38\u5168\u5c40\u7edf\u4e00\u5904\u7406，\u63d0\u5347\u63a5\u53e3\u5bb9\u9519\u6027\u4e0e\u6807\u51c6\u5316\u7a0b\u5ea6；\u57fa\u4e8e Spring Cloud Alibaba \u5b8c\u6210\u5fae\u670d\u52a1\u67b6\u6784\u62c6\u5206，\u901a\u8fc7 Nacos \u5b9e\u73b0\u670d\u52a1\u6ce8\u518c\u53d1\u73b0\u4e0e\u914d\u7f6e\u4e2d\u5fc3\u7ba1\u7406，Gateway \u7f51\u5173\u5b9e\u73b0\u7edf\u4e00\u8def\u7531\u4e0e\u6d41\u91cf\u63a7\u5236，\u6784\u5efa\u5b8c\u6574\u5fae\u670d\u52a1\u6cbb\u7406\u4f53\u7cfb；<\/li>\n<\/ul>\n

                                  \/\/ Java \u540e\u7aef\u8c03\u7528 Python Agent \u7684\u5b89\u5168\u5c01\u88c5（Spring Boot）<\/span>
                                  \n@Service<\/span>
                                  \npublic<\/span> class<\/span> AiAgentService<\/span> {<\/span><\/p>\n

                                  @Value<\/span>(<\/span>"${agent.service.url:http:\/\/ai-agent:8000\/query}"<\/span>)<\/span>
                                  \n private<\/span> String<\/span> agentUrl;<\/span><\/p>\n

                                  private<\/span> final<\/span> RestTemplate<\/span> restTemplate;<\/span><\/p>\n

                                  public<\/span> AiAgentService<\/span>(<\/span>RestTemplateBuilder<\/span> builder)<\/span> {<\/span>
                                  \n this<\/span>.<\/span>restTemplate =<\/span> builder.<\/span>setConnectTimeout<\/span>(<\/span>Duration<\/span>.<\/span>ofSeconds<\/span>(<\/span>2<\/span>)<\/span>)<\/span>
                                  \n .<\/span>setReadTimeout<\/span>(<\/span>Duration<\/span>.<\/span>ofSeconds<\/span>(<\/span>5<\/span>)<\/span>)<\/span>
                                  \n .<\/span>build<\/span>(<\/span>)<\/span>;<\/span>
                                  \n }<\/span><\/p>\n

                                  public<\/span> String<\/span> queryFinancialAssistant<\/span>(<\/span>String<\/span> question,<\/span> Long<\/span> userId)<\/span> {<\/span>
                                  \n Map<\/span><<\/span>String<\/span>,<\/span> Object<\/span>><\/span><\/span> payload =<\/span> Map<\/span>.<\/span>of<\/span>(<\/span>
                                  \n "question"<\/span>,<\/span> question,<\/span>
                                  \n "user_id"<\/span>,<\/span> userId,<\/span>
                                  \n "domain"<\/span>,<\/span> "finance"<\/span> \/\/ \u6807\u8bc6\u91d1\u878d\u9886\u57df<\/span>
                                  \n )<\/span>;<\/span><\/p>\n

                                  try<\/span> {<\/span>
                                  \n ResponseEntity<\/span><<\/span>AgentResponse<\/span>><\/span><\/span> response =<\/span> restTemplate.<\/span>postForEntity<\/span>(<\/span>
                                  \n agentUrl,<\/span> payload,<\/span> AgentResponse<\/span>.<\/span>class<\/span>
                                  \n )<\/span>;<\/span>
                                  \n return<\/span> response.<\/span>getBody<\/span>(<\/span>)<\/span>.<\/span>getAnswer<\/span>(<\/span>)<\/span>;<\/span>
                                  \n }<\/span> catch<\/span> (<\/span>Exception<\/span> e)<\/span> {<\/span>
                                  \n log.<\/span>warn<\/span>(<\/span>"AI Agent \u8c03\u7528\u5931\u8d25，\u542f\u7528\u515c\u5e95\u56de\u7b54"<\/span>,<\/span> e)<\/span>;<\/span>
                                  \n return<\/span> "\u5f53\u524d\u667a\u80fd\u52a9\u624b\u7e41\u5fd9，\u8bf7\u7a0d\u540e\u91cd\u8bd5\u6216\u8054\u7cfb\u5ba2\u670d\u3002"<\/span>;<\/span>
                                  \n }<\/span>
                                  \n }<\/span><\/p>\n

                                  \/\/ DTO \u7c7b（\u7b80\u5316\u7248）<\/span>
                                  \n public<\/span> static<\/span> class<\/span> AgentResponse<\/span> {<\/span>
                                  \n private<\/span> String<\/span> answer;<\/span>
                                  \n \/\/ getter\/setter \u7701\u7565<\/span>
                                  \n }<\/span>
                                  \n}<\/span><\/p>\n

                                    \n
                                  • AI Agent \u5168\u6808\u5f00\u53d1：\u4ece\u96f6\u642d\u5efa Python AI \u5fae\u670d\u52a1\u6a21\u5757，\u57fa\u4e8e FastAPI \u6784\u5efa\u6807\u51c6\u5316 AI \u63a8\u7406\u63a5\u53e3，\u901a\u8fc7 WeChatClient \u5b9e\u73b0 Java \u540e\u7aef\u4e0e Python \u670d\u52a1\u7684\u8de8\u8bed\u8a00\u901a\u4fe1，\u8bbe\u8ba1\u670d\u52a1\u5065\u5eb7\u68c0\u67e5\u4e0e\u65ad\u8def\u5668\u7ea7\u673a\u5236，\u4fdd\u969c\u670d\u52a1\u53ef\u7528\u6027\u8fbe 99.95%；\u57fa\u4e8e LangChain+LangGraph \u6784\u5efa\u91d1\u878d\u9886\u57df\u4e13\u5c5e ReAct \u667a\u80fd\u4f53\u5de5\u4f5c\u6d41，\u8bbe\u8ba1 7 \u6b65\u6838\u5fc3\u6267\u884c\u94fe\u8def，\u5927\u5e45\u964d\u4f4e\u5927\u6a21\u578b\u5e7b\u89c9，\u4fdd\u969c\u91d1\u878d\u573a\u666f\u8f93\u51fa\u7684\u4e13\u4e1a\u6027\u4e0e\u5408\u89c4\u6027；\u5b8c\u6210\u91d1\u878d\u9886\u57df\u5927\u6a21\u578b\u5fae\u8c03\u5168\u6d41\u7a0b\u843d\u5730，\u57fa\u4e8e 10w + \u6761\u9ad8\u8d28\u91cf\u91d1\u878d\u6807\u6ce8\u6570\u636e\u4f18\u5316\u6a21\u578b\u8d85\u53c2\u6570，\u5fae\u8c03\u540e\u91d1\u878d\u4e13\u4e1a\u95ee\u7b54\u51c6\u786e\u7387\u4ece 61% \u63d0\u5347\u81f3 88%；\u81ea\u7814 RAG \u68c0\u7d22\u589e\u5f3a\u6a21\u5757，\u57fa\u4e8e Milvus \u5411\u91cf\u6570\u636e\u5e93\u5efa\u7acb\u5d4c\u5957\u7ed3\u6784\u77e5\u8bc6\u5e93，\u5b9e\u73b0\u6587\u6863\u5411\u91cf\u5316\u4e0e\u6df7\u5408\u68c0\u7d22，\u77e5\u8bc6\u5e93\u53ec\u56de\u7387\u8fbe 92%；\u5c01\u88c5 12 + \u91d1\u878d\u573a\u666f\u4e13\u5c5e\u5de5\u5177\u63d2\u4ef6，\u5b9e\u73b0 Agent \u4e0e\u4e1a\u52a1\u7cfb\u7edf\u6df1\u5ea6\u6253\u901a，\u652f\u6301\u81ea\u4e3b\u8c03\u7528\u63a5\u53e3\u5b8c\u6210\u8d44\u8d28\u6821\u9a8c\u3001\u98ce\u9669\u8bc4\u4f30\u3001\u7406\u8d22\u63a8\u8350\u7b49\u590d\u6742\u4efb\u52a1；\u8bbe\u8ba1 AI \u670d\u52a1\u4e0d\u53ef\u7528\u65f6\u7684\u81ea\u52a8\u56de\u9000\u515c\u5e95\u673a\u5236，\u4fdd\u969c\u7cfb\u7edf\u6838\u5fc3\u529f\u80fd\u4e0d\u4e2d\u65ad；<\/li>\n<\/ul>\n

                                    #mermaid-svg-UJwiAGikYWF0ZC9H{font-family:\\”trebuchet ms\\”,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-UJwiAGikYWF0ZC9H .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-UJwiAGikYWF0ZC9H .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-UJwiAGikYWF0ZC9H .error-icon{fill:#552222;}#mermaid-svg-UJwiAGikYWF0ZC9H .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-UJwiAGikYWF0ZC9H .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-UJwiAGikYWF0ZC9H .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-UJwiAGikYWF0ZC9H .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-UJwiAGikYWF0ZC9H .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-UJwiAGikYWF0ZC9H .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-UJwiAGikYWF0ZC9H .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-UJwiAGikYWF0ZC9H .marker{fill:#333333;stroke:#333333;}#mermaid-svg-UJwiAGikYWF0ZC9H .marker.cross{stroke:#333333;}#mermaid-svg-UJwiAGikYWF0ZC9H svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-UJwiAGikYWF0ZC9H p{margin:0;}#mermaid-svg-UJwiAGikYWF0ZC9H .pieCircle{stroke:#000000;stroke-width:2px;opacity:0.7;}#mermaid-svg-UJwiAGikYWF0ZC9H .pieOuterCircle{stroke:#000000;stroke-width:1px;fill:none;}#mermaid-svg-UJwiAGikYWF0ZC9H .pieTitleText{text-anchor:middle;font-size:25px;fill:#000000;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-UJwiAGikYWF0ZC9H .slice{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;fill:#000000;font-size:17px;}#mermaid-svg-UJwiAGikYWF0ZC9H .legend text{fill:#000000;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:17px;}#mermaid-svg-UJwiAGikYWF0ZC9H :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

                                    30%<\/p>\n

                                    25%<\/p>\n

                                    20%<\/p>\n

                                    15%<\/p>\n

                                    10%<\/p>\n

                                    AI Agent \u80fd\u529b\u7ec4\u6210<\/p>\n

                                    RAG \u4e0e\u5411\u91cf\u68c0\u7d22<\/p>\n

                                    LangChain LangGraph \u5de5\u4f5c\u6d41<\/p>\n

                                    Function Call \u5de5\u5177\u8c03\u7528<\/p>\n

                                    Prompt \u5de5\u7a0b\u4e0e\u8bb0\u5fc6\u7ba1\u7406<\/p>\n

                                    \u670d\u52a1\u5c01\u88c5\u4e0e\u515c\u5e95\u673a\u5236<\/p>\n

                                      \n
                                    • \n

                                      \u524d\u7aef\u5f00\u53d1：\u57fa\u4e8e Vue3+TypeScript+Vite \u5b8c\u6210\u7528\u6237\u524d\u53f0\u4e0e\u7ba1\u7406\u540e\u53f0\u4e24\u4e2a\u524d\u7aef\u9879\u76ee\u7684\u6838\u5fc3\u5f00\u53d1，\u91c7\u7528 Pinia \u5168\u5c40\u72b6\u6001\u7ba1\u7406\u3001Vue Router \u505a\u8def\u7531\u7ba1\u7406，\u7d2f\u8ba1\u5f00\u53d1 32 \u4e2a\u6838\u5fc3\u9875\u9762\u4e0e 56 \u4e2a\u901a\u7528\u4e1a\u52a1\u7ec4\u4ef6；\u5c01\u88c5 Axios \u8bf7\u6c42 \/ \u54cd\u5e94\u62e6\u622a\u5668，\u5b9e\u73b0 JWT Token \u81ea\u52a8\u643a\u5e26\u3001\u8fc7\u671f\u5237\u65b0\u4e0e\u5168\u5c40\u5f02\u5e38\u5904\u7406，\u57fa\u4e8e TypeScript \u5b9e\u73b0\u5168\u94fe\u8def\u7c7b\u578b\u5b89\u5168，\u675c\u7edd any \u7c7b\u578b\u6ee5\u7528，\u5236\u5b9a\u7edf\u4e00\u4ee3\u7801\u89c4\u8303\u63d0\u5347\u9879\u76ee\u53ef\u7ef4\u62a4\u6027；\u914d\u5408\u540e\u7aef\u5b8c\u6210\u5168\u6a21\u578b\u9875\u9762\u8054\u8c03，\u5b9e\u73b0\u501f\u6b3e\u7533\u8bf7\u3001\u6388\u4fe1\u5217\u8868\u3001\u667a\u80fd\u91d1\u878d\u52a9\u624b\u3001\u5ba1\u6279\u7ba1\u7406\u7b49\u6838\u5fc3\u529f\u80fd\u7684\u524d\u7aef\u4ea4\u4e92\u4e0e\u6570\u636e\u6e32\u67d3；<\/p>\n<\/li>\n

                                    • \n

                                      \u63a5\u53e3\u4e0e\u5b89\u5168：\u57fa\u4e8e JWT \u5b9e\u73b0\u63a5\u53e3\u65e0\u72b6\u6001\u8ba4\u8bc1，\u914d\u5408\u524d\u7aef\u5b8c\u6210\u8def\u7531\u7ea7\u522b\u7684\u6743\u9650\u63a7\u5236，\u9488\u5bf9\u4e0d\u540c\u89d2\u8272\u5b9e\u73b0\u7cbe\u7ec6\u5316\u83dc\u5355\u4e0e\u64cd\u4f5c\u6743\u9650\u7ba1\u63a7，\u4fdd\u969c\u91d1\u878d\u7cfb\u7edf\u8bbf\u95ee\u5b89\u5168；\u9075\u5faa RESTful API \u8bbe\u8ba1\u89c4\u8303，\u57fa\u4e8e Swagger\/OpenAPI 3.0 \u751f\u6210\u6807\u51c6\u5316\u63a5\u53e3\u6587\u6863，\u7d2f\u8ba1\u5b8c\u6210 86 \u4e2a\u4e1a\u52a1\u63a5\u53e3\u7684\u8bbe\u8ba1\u4e0e\u5f00\u53d1，\u9002\u914d Java 21 \u7248\u672c\u65b0\u7279\u6027，\u901a\u8fc7 Maven \u5b9e\u73b0\u591a\u6a21\u5757\u9879\u76ee\u7edf\u4e00\u6784\u5efa\u3001\u4f9d\u8d56\u7ba1\u7406\u4e0e\u7248\u672c\u63a7\u5236，\u4fdd\u969c\u540e\u7aef\u670d\u52a1\u7a33\u5b9a\u8fd0\u884c；\u57fa\u4e8e SLF4J+Logback \u5b9e\u73b0\u5168\u94fe\u8def\u65e5\u5fd7\u7ba1\u7406，\u6ee1\u8db3\u91d1\u878d\u7cfb\u7edf\u5408\u89c4\u5ba1\u8ba1\u8981\u6c42\u3002<\/p>\n<\/li>\n<\/ul>\n

                                      \n

                                      #mermaid-svg-RCrdLreRXiWF7edO{font-family:\\”trebuchet ms\\”,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-RCrdLreRXiWF7edO .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-RCrdLreRXiWF7edO .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-RCrdLreRXiWF7edO .error-icon{fill:#552222;}#mermaid-svg-RCrdLreRXiWF7edO .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-RCrdLreRXiWF7edO .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-RCrdLreRXiWF7edO .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-RCrdLreRXiWF7edO .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-RCrdLreRXiWF7edO .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-RCrdLreRXiWF7edO .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-RCrdLreRXiWF7edO .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-RCrdLreRXiWF7edO .marker{fill:#333333;stroke:#333333;}#mermaid-svg-RCrdLreRXiWF7edO .marker.cross{stroke:#333333;}#mermaid-svg-RCrdLreRXiWF7edO svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-RCrdLreRXiWF7edO p{margin:0;}#mermaid-svg-RCrdLreRXiWF7edO .pieCircle{stroke:#000000;stroke-width:2px;opacity:0.7;}#mermaid-svg-RCrdLreRXiWF7edO .pieOuterCircle{stroke:#000000;stroke-width:1px;fill:none;}#mermaid-svg-RCrdLreRXiWF7edO .pieTitleText{text-anchor:middle;font-size:25px;fill:#000000;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-RCrdLreRXiWF7edO .slice{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;fill:#000000;font-size:17px;}#mermaid-svg-RCrdLreRXiWF7edO .legend text{fill:#000000;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:17px;}#mermaid-svg-RCrdLreRXiWF7edO :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

                                      65%<\/p>\n

                                      35%<\/p>\n

                                      \u9879\u76ee\u5f00\u53d1\u65f6\u95f4\u5206\u5e03<\/p>\n

                                      \u5a01\u6b66\u91d1\u878d\u4fe1\u8d37\u5e73\u53f0<\/p>\n

                                      AI \u52a9\u5b66\u5237\u9898\u7cfb\u7edf<\/p>\n

                                      AI \u52a9\u5b66\u5237\u9898\u7cfb\u7edf \u00b7 Agent\u5168\u6808\u5f00\u53d1<\/h4>\n

                                      \u9879\u76ee\u5730\u5740：https:\/\/github.com\/CelestialVisionary\/studyforge<\/p>\n

                                      \u6280\u672f\u6808：<\/h5>\n

                                      Java 17\u3001Spring Boot 3.0.5\u3001MyBatis Plus 3.5.3.1\u3001MySQL 8.0+\u3001Redis 6.0+\u3001Spring Cache\u3001JWT\u3001Swagger\/Knife4j\u3001GPT-3.5-turbo\u3001Kimi AI\u3001\u963f\u91cc\u4e91\u767e\u70bc（qwen3-max）\u3001Ollama（mgegemma）\u3001FastAPI\u3001LangChain\u3001LangGraph\u3001PEFT\u3001LoRA\u3001Vue 3\u3001Vite\u3001Element Plus\u3001Axios\u3001Pinia\u3001Vue Router\u3001Docker\u3001docker-compose<\/p>\n\n\u6a21\u578b\u7c7b\u578b\u5177\u4f53\u5b9e\u73b0\u4f18\u52bf\u4f7f\u7528\u573a\u666f<\/tr>\n\n\n\n\n\n
                                      \u4e91\u7aef\u5927\u6a21\u578b<\/td>\nGPT-3.5-turbo, qwen3-max<\/td>\n\u5f3a\u63a8\u7406\u80fd\u529b，\u77e5\u8bc6\u5e7f<\/td>\n\u590d\u6742\u9898\u76ee\u89e3\u6790\u3001\u77e5\u8bc6\u70b9\u62d3\u5c55<\/td>\n<\/tr>\n
                                      \u56fd\u4ea7\u6a21\u578b<\/td>\nKimi AI, \u963f\u91cc\u4e91\u767e\u70bc<\/td>\n\u4e2d\u6587\u4f18\u5316，\u5408\u89c4\u5b89\u5168<\/td>\n\u654f\u611f\u5185\u5bb9\u8fc7\u6ee4\u3001\u6559\u80b2\u573a\u666f<\/td>\n<\/tr>\n
                                      \u672c\u5730\u6a21\u578b<\/td>\nOllama (mgegemma)<\/td>\n\u65e0\u7f51\u7edc\u4f9d\u8d56，\u9690\u79c1\u4fdd\u62a4<\/td>\n\u79bb\u7ebf\u73af\u5883\u3001\u57fa\u7840\u7b54\u7591<\/td>\n<\/tr>\n
                                      \u7edf\u4e00\u63a5\u53e3<\/td>\n\u6807\u51c6 OpenAI API \u683c\u5f0f<\/td>\n\u65e0\u7f1d\u5207\u6362，\u964d\u4f4e\u7ef4\u62a4\u6210\u672c<\/td>\n\u6240\u6709\u573a\u666f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
                                      \u9879\u76ee\u63cf\u8ff0：<\/h5>\n

                                      \u72ec\u7acb\u5f00\u53d1\u7684 AI + \u5355\u4f53\u67b6\u6784 Java \u5b9e\u6218\u9879\u76ee，\u805a\u7126\u5b66\u751f\u590d\u4e60\u75db\u70b9，\u642d\u5efa\u300c\u77e5\u8bc6\u70b9\u68c0\u7d22 – \u667a\u80fd\u5237\u9898 – \u9519\u9898\u590d\u76d8\u300d\u6838\u5fc3\u6d41\u7a0b\u3002\u540e\u7aef\u57fa\u4e8e Spring Boot \u5b9e\u73b0\u9898\u5e93\u7ba1\u7406\u3001\u7528\u6237\u7ec3\u4e60\u8bb0\u5f55\u7b49\u57fa\u7840\u63a5\u53e3，\u524d\u7aef\u57fa\u4e8e Vue3+Element Plus \u5b8c\u6210\u4ea4\u4e92，\u81ea\u7814\u72ec\u7acb AI Module（FastAPI + LangChain+LangGraph），\u652f\u6301\u672c\u5730 Ollama \u4e0e\u4e91\u7aef GPT-3.5 \/ \u963f\u91cc\u4e91\u767e\u70bc\u591a\u6a21\u578b\u5207\u6362，\u5b9e\u73b0\u667a\u80fd\u7b54\u7591\u3001\u77e5\u8bc6\u70b9\u89e3\u6790\u3001\u5b9e\u65f6\u8bed\u4e49\u54cd\u5e94\u7b49\u529f\u80fd\u3002\u5c0f\u8303\u56f4\u670d\u52a1 200 + \u5b66\u751f，\u5e2e\u52a9\u590d\u4e60\u6548\u7387\u63d0\u5347 40%\u3002<\/p>\n

                                      \u4e3b\u8981\u5de5\u4f5c：<\/h5>\n
                                        \n
                                      • \u540e\u7aef\u5f00\u53d1：\u57fa\u4e8e Spring Boot + MyBatis Plus \u5b9e\u73b0\u9898\u5e93 CRUD\u3001\u77e5\u8bc6\u6807\u7b7e\u7ba1\u7406\u3001\u7528\u6237\u7ec3\u4e60\u8bb0\u5f55\u3001\u9519\u9898\u672c\u7b49\u6838\u5fc3\u4e1a\u52a1\u63a5\u53e3，\u4f7f\u7528 @Transactional \u6ce8\u89e3\u7ba1\u7406\u4e8b\u52a1；\u7528 Redis+Spring Cache \u7f13\u5b58\u9ad8\u9891\u8bbf\u95ee\u7684\u77e5\u8bc6\u70b9\u6570\u636e\u4e0e\u70ed\u95e8\u6392\u884c\u699c，\u63a5\u53e3\u54cd\u5e94\u901f\u5ea6\u63d0\u5347 30%；\u57fa\u4e8e JWT \u5b9e\u73b0\u63a5\u53e3\u65e0\u72b6\u6001\u8ba4\u8bc1\u4e0e\u6388\u6743\u673a\u5236，\u4fdd\u969c\u7cfb\u7edf\u5b89\u5168；\u9075\u5faa RESTful API \u8bbe\u8ba1\u89c4\u8303，\u57fa\u4e8e Swagger\/Knife4j \u751f\u6210\u6807\u51c6\u5316\u63a5\u53e3\u6587\u6863；<\/li>\n<\/ul>\n

                                        \u4ee5\u4e0b\u4e3a\u57fa\u4e8e LangGraph \u6784\u5efa\u7684\u6559\u80b2\u9886\u57df\u667a\u80fd\u4f53\u6838\u5fc3\u5de5\u4f5c\u6d41\u4ee3\u7801\u793a\u4f8b：<\/p>\n

                                        # Python: \u6559\u80b2\u573a\u666f ReAct Agent \u5de5\u4f5c\u6d41（LangGraph \u5b9e\u73b0）<\/span>
                                        \nfrom<\/span> langgraph.<\/span>graph import<\/span> StateGraph,<\/span> END
                                        \nfrom<\/span> typing import<\/span> TypedDict,<\/span> List<\/p>\n

                                        class<\/span> StudyState<\/span>(<\/span>TypedDict)<\/span>:<\/span>
                                        \n question:<\/span> str<\/span> # \u7528\u6237\u63d0\u95ee（\u5982\u201c\u725b\u987f\u7b2c\u4e8c\u5b9a\u5f8b\u662f\u4ec0\u4e48？\u201d）<\/span>
                                        \n thought_steps:<\/span> List[<\/span>str<\/span>]<\/span> # \u601d\u8003\u94fe<\/span>
                                        \n tool_results:<\/span> List[<\/span>dict<\/span>]<\/span> # \u5de5\u5177\u8c03\u7528\u7ed3\u679c（\u9898\u5e93\/\u77e5\u8bc6\u70b9）<\/span>
                                        \n final_answer:<\/span> str<\/span> # \u6700\u7ec8\u56de\u7b54<\/span><\/p>\n

                                        def<\/span> plan<\/span>(<\/span>state:<\/span> StudyState)<\/span>:<\/span>
                                        \n """Step 1: \u8ba9 LLM \u5206\u6b65\u601d\u8003"""<\/span>
                                        \n prompt =<\/span> f"""\u4f60\u662f\u4e00\u540d\u8d44\u6df1\u6559\u5e08\u3002\u8bf7\u5206\u6b65\u89e3\u7b54：
                                        \n \u95ee\u9898：<\/span>{<\/span>state[<\/span>'question'<\/span>]<\/span>}<\/span><\/span>
                                        \n \u8981\u6c42：1. \u5224\u65ad\u77e5\u8bc6\u70b9\u7c7b\u522b 2. \u51b3\u5b9a\u662f\u5426\u9700\u67e5\u9898\u5e93\u6216\u77e5\u8bc6\u70b9\u5e93"""<\/span><\/span>
                                        \n response =<\/span> llm.<\/span>invoke(<\/span>prompt)<\/span>
                                        \n state[<\/span>"thought_steps"<\/span>]<\/span>.<\/span>append(<\/span>response.<\/span>content)<\/span>
                                        \n return<\/span> state<\/p>\n

                                        def<\/span> execute_tools<\/span>(<\/span>state:<\/span> StudyState)<\/span>:<\/span>
                                        \n """Step 2: \u6839\u636e\u601d\u8003\u7ed3\u679c\u8c03\u7528\u5de5\u5177"""<\/span>
                                        \n last_step =<\/span> state[<\/span>"thought_steps"<\/span>]<\/span>[<\/span>–<\/span>1<\/span>]<\/span>
                                        \n if<\/span> "\u77e5\u8bc6\u70b9"<\/span> in<\/span> last_step:<\/span>
                                        \n # \u8c03\u7528 RAG \u68c0\u7d22\u77e5\u8bc6\u70b9\u5e93<\/span>
                                        \n knowledge =<\/span> rag_retriever.<\/span>search(<\/span>state[<\/span>"question"<\/span>]<\/span>)<\/span>
                                        \n state[<\/span>"tool_results"<\/span>]<\/span>.<\/span>append(<\/span>{<\/span>"type"<\/span>:<\/span> "knowledge"<\/span>,<\/span> "content"<\/span>:<\/span> knowledge}<\/span>)<\/span>
                                        \n elif<\/span> "\u9898\u76ee"<\/span> in<\/span> last_step:<\/span>
                                        \n # \u8c03\u7528\u9898\u5e93 API \u83b7\u53d6\u7c7b\u4f3c\u9898<\/span>
                                        \n similar_questions =<\/span> question_db.<\/span>find_similar(<\/span>state[<\/span>"question"<\/span>]<\/span>)<\/span>
                                        \n state[<\/span>"tool_results"<\/span>]<\/span>.<\/span>append(<\/span>{<\/span>"type"<\/span>:<\/span> "questions"<\/span>,<\/span> "items"<\/span>:<\/span> similar_questions}<\/span>)<\/span>
                                        \n return<\/span> state<\/p>\n

                                        def<\/span> generate_answer<\/span>(<\/span>state:<\/span> StudyState)<\/span>:<\/span>
                                        \n """Step 3: \u878d\u5408\u5de5\u5177\u7ed3\u679c\u751f\u6210\u6559\u5b66\u5f0f\u56de\u7b54"""<\/span>
                                        \n context =<\/span> "\\\\n"<\/span>.<\/span>join(<\/span>[<\/span>
                                        \n item.<\/span>get(<\/span>"content"<\/span>,<\/span> ""<\/span>)<\/span> or<\/span> str<\/span>(<\/span>item.<\/span>get(<\/span>"items"<\/span>,<\/span> ""<\/span>)<\/span>)<\/span>
                                        \n for<\/span> item in<\/span> state[<\/span>"tool_results"<\/span>]<\/span>
                                        \n ]<\/span>)<\/span>
                                        \n final_prompt =<\/span> f"""\u57fa\u4e8e\u4ee5\u4e0b\u6559\u5b66\u8d44\u6599，\u7528\u901a\u4fd7\u6613\u61c2\u7684\u65b9\u5f0f\u56de\u7b54：
                                        \n <\/span>{<\/span>context}<\/span><\/span>
                                        \n \u95ee\u9898：<\/span>{<\/span>state[<\/span>'question'<\/span>]<\/span>}<\/span><\/span>
                                        \n \u8981\u6c42：\u5206\u70b9\u89e3\u91ca，\u907f\u514d\u4e13\u4e1a\u672f\u8bed\u5806\u780c"""<\/span><\/span>
                                        \n state[<\/span>"final_answer"<\/span>]<\/span> =<\/span> llm.<\/span>invoke(<\/span>final_prompt)<\/span>.<\/span>content
                                        \n return<\/span> state<\/p>\n

                                        # \u7f16\u8bd1\u72b6\u6001\u56fe<\/span>
                                        \nworkflow =<\/span> StateGraph(<\/span>StudyState)<\/span>
                                        \nworkflow.<\/span>add_node(<\/span>"plan"<\/span>,<\/span> plan)<\/span>
                                        \nworkflow.<\/span>add_node(<\/span>"tools"<\/span>,<\/span> execute_tools)<\/span>
                                        \nworkflow.<\/span>add_node(<\/span>"answer"<\/span>,<\/span> generate_answer)<\/span>
                                        \nworkflow.<\/span>set_entry_point(<\/span>"plan"<\/span>)<\/span>
                                        \nworkflow.<\/span>add_edge(<\/span>"plan"<\/span>,<\/span> "tools"<\/span>)<\/span>
                                        \nworkflow.<\/span>add_edge(<\/span>"tools"<\/span>,<\/span> "answer"<\/span>)<\/span>
                                        \nworkflow.<\/span>add_edge(<\/span>"answer"<\/span>,<\/span> END)<\/span><\/p>\n

                                        study_agent =<\/span> workflow.<\/span>compile<\/span>(<\/span>)<\/span> # \u53ef\u76f4\u63a5\u7528\u4e8e FastAPI \u63a5\u53e3<\/span><\/p>\n

                                          \n
                                        • AI \u529f\u80fd\u5168\u6808\u843d\u5730：\u5bf9\u63a5 GPT-3.5 API \u4e0e Kimi AI API \u5b9e\u73b0\u667a\u80fd\u7b54\u7591\u529f\u80fd，\u9488\u5bf9\u77e5\u8bc6\u70b9\u89e3\u6790\u3001\u9898\u76ee\u89e3\u7b54\u573a\u666f\u4f18\u5316 Prompt \u6a21\u677f，\u8ba9 AI \u7b54\u9898\u51c6\u786e\u7387\u8fbe 85%；\u4ece\u96f6\u642d\u5efa\u72ec\u7acb AI Module \u5fae\u670d\u52a1，\u57fa\u4e8e FastAPI \u6784\u5efa\u6807\u51c6\u5316 AI \u63a5\u53e3，\u96c6\u6210 LangChain+LangGraph \u6784\u5efa\u667a\u80fd\u5bf9\u8bdd\u6d41\u7a0b，\u5b9e\u73b0 PEFT \u53c2\u6570\u9ad8\u6548\u5fae\u8c03，\u652f\u6301 LoRA \u6280\u672f\u9002\u914d\u81ea\u5b9a\u4e49\u5b66\u4e60\u6570\u636e；\u96c6\u6210\u672c\u5730 Ollama（mymega）\u6a21\u578b，\u540c\u65f6\u652f\u6301\u963f\u91cc\u4e91\u767e\u70bc（qwen3-max）\u4e0e OpenAI（gpt-3.5-turbo）\u4e91\u7aef\u6a21\u578b，\u91c7\u7528\u6807\u51c6 OpenAI API \u683c\u5f0f\u517c\u5bb9\u591a\u6a21\u578b\u5207\u6362；\u5b9e\u73b0\u5b9e\u65f6\u6d41\u5f0f\u54cd\u5e94\u4e0e\u601d\u8003\u8fc7\u7a0b\u63d0\u53d6，\u4f18\u5316\u7528\u6237\u4ea4\u4e92\u4f53\u9a8c；\u8bbe\u8ba1\u667a\u80fd\u56de\u9000\u673a\u5236，\u5f53\u9ad8\u7ea7\u6a21\u578b\u4e0d\u53ef\u7528\u65f6\u81ea\u52a8\u56de\u9000\u5230\u5185\u7f6e\u6a21\u578b，\u4fdd\u969c\u670d\u52a1\u53ef\u7528\u6027；<\/li>\n<\/ul>\n

                                          Tool<\/p>\n

                                          RAG<\/p>\n

                                          Python Agent<\/p>\n

                                          Java Backend<\/p>\n

                                          Frontend<\/p>\n

                                          User<\/p>\n

                                          Tool<\/p>\n

                                          RAG<\/p>\n

                                          Python Agent<\/p>\n

                                          Java Backend<\/p>\n

                                          Frontend<\/p>\n

                                          User<\/p>\n

                                          #mermaid-svg-RdQW6JdOAJwPk2LX{font-family:\\”trebuchet ms\\”,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-RdQW6JdOAJwPk2LX .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-RdQW6JdOAJwPk2LX .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-RdQW6JdOAJwPk2LX .error-icon{fill:#552222;}#mermaid-svg-RdQW6JdOAJwPk2LX .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-RdQW6JdOAJwPk2LX .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-RdQW6JdOAJwPk2LX .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-RdQW6JdOAJwPk2LX .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-RdQW6JdOAJwPk2LX .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-RdQW6JdOAJwPk2LX .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-RdQW6JdOAJwPk2LX .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-RdQW6JdOAJwPk2LX .marker{fill:#333333;stroke:#333333;}#mermaid-svg-RdQW6JdOAJwPk2LX .marker.cross{stroke:#333333;}#mermaid-svg-RdQW6JdOAJwPk2LX svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-RdQW6JdOAJwPk2LX p{margin:0;}#mermaid-svg-RdQW6JdOAJwPk2LX .actor{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-RdQW6JdOAJwPk2LX text.actor>tspan{fill:black;stroke:none;}#mermaid-svg-RdQW6JdOAJwPk2LX .actor-line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);}#mermaid-svg-RdQW6JdOAJwPk2LX .innerArc{stroke-width:1.5;stroke-dasharray:none;}#mermaid-svg-RdQW6JdOAJwPk2LX .messageLine0{stroke-width:1.5;stroke-dasharray:none;stroke:#333;}#mermaid-svg-RdQW6JdOAJwPk2LX .messageLine1{stroke-width:1.5;stroke-dasharray:2,2;stroke:#333;}#mermaid-svg-RdQW6JdOAJwPk2LX #arrowhead path{fill:#333;stroke:#333;}#mermaid-svg-RdQW6JdOAJwPk2LX .sequenceNumber{fill:white;}#mermaid-svg-RdQW6JdOAJwPk2LX #sequencenumber{fill:#333;}#mermaid-svg-RdQW6JdOAJwPk2LX #crosshead path{fill:#333;stroke:#333;}#mermaid-svg-RdQW6JdOAJwPk2LX .messageText{fill:#333;stroke:none;}#mermaid-svg-RdQW6JdOAJwPk2LX .labelBox{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-RdQW6JdOAJwPk2LX .labelText,#mermaid-svg-RdQW6JdOAJwPk2LX .labelText>tspan{fill:black;stroke:none;}#mermaid-svg-RdQW6JdOAJwPk2LX .loopText,#mermaid-svg-RdQW6JdOAJwPk2LX .loopText>tspan{fill:black;stroke:none;}#mermaid-svg-RdQW6JdOAJwPk2LX .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-RdQW6JdOAJwPk2LX .note{stroke:#aaaa33;fill:#fff5ad;}#mermaid-svg-RdQW6JdOAJwPk2LX .noteText,#mermaid-svg-RdQW6JdOAJwPk2LX .noteText>tspan{fill:black;stroke:none;}#mermaid-svg-RdQW6JdOAJwPk2LX .activation0{fill:#f4f4f4;stroke:#666;}#mermaid-svg-RdQW6JdOAJwPk2LX .activation1{fill:#f4f4f4;stroke:#666;}#mermaid-svg-RdQW6JdOAJwPk2LX .activation2{fill:#f4f4f4;stroke:#666;}#mermaid-svg-RdQW6JdOAJwPk2LX .actorPopupMenu{position:absolute;}#mermaid-svg-RdQW6JdOAJwPk2LX .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-RdQW6JdOAJwPk2LX .actor-man line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;}#mermaid-svg-RdQW6JdOAJwPk2LX .actor-man circle,#mermaid-svg-RdQW6JdOAJwPk2LX line{stroke:hsl(259.6261682243, 59.7765363128%, 87.9019607843%);fill:#ECECFF;stroke-width:2px;}#mermaid-svg-RdQW6JdOAJwPk2LX :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

                                          \u63d0\u95ee\u201c\u6211\u80fd\u501f\u591a\u5c11？\u201d<\/p>\n

                                          POST \/agent\/query<\/p>\n

                                          \u8c03\u7528 FastAPI \u63a5\u53e3<\/p>\n

                                          \u68c0\u7d22\u4fe1\u8d37\u653f\u7b56<\/p>\n

                                          \u8c03\u7528 user\/risk API<\/p>\n

                                          \u8fd4\u56de\u7ed3\u6784\u5316\u56de\u7b54<\/p>\n

                                          \u8fd4\u56de JSON<\/p>\n

                                          \u6e32\u67d3\u81ea\u7136\u8bed\u8a00\u7b54\u6848<\/p>\n

                                            \n
                                          • \u524d\u7aef\u5f00\u53d1：\u57fa\u4e8e Vue 3+Vite+Element Plus \u642d\u5efa\u524d\u7aef\u5de5\u7a0b，\u4f7f\u7528 Pinia \u505a\u5168\u5c40\u72b6\u6001\u7ba1\u7406\u3001Vue Router \u505a\u8def\u7531\u7ba1\u7406，\u5f00\u53d1\u77e5\u8bc6\u70b9\u68c0\u7d22\u3001\u667a\u80fd\u5237\u9898\u3001\u9519\u9898\u672c\u3001\u7ec3\u4e60\u7edf\u8ba1\u7b49\u6838\u5fc3\u9875\u9762；\u5c01\u88c5 Axios \u8bf7\u6c42 \/ \u54cd\u5e94\u62e6\u622a\u5668，\u5b9e\u73b0 JWT Token \u81ea\u52a8\u643a\u5e26\u4e0e\u5168\u5c40\u5f02\u5e38\u5904\u7406；\u5728\u667a\u80fd\u5237\u9898\u9875\u9762\u96c6\u6210 AI \u7b54\u9898\u6309\u94ae，\u5b9e\u73b0\u6d41\u5f0f\u54cd\u5e94\u7ed3\u679c\u7684\u7f8e\u89c2\u5c55\u793a，\u4f18\u5316\u7528\u6237\u4ea4\u4e92\u6d41\u7a0b；<\/li>\n<\/ul>\n

                                            <!– Vue3 + TypeScript: \u6d41\u5f0f AI \u56de\u7b54\u7ec4\u4ef6 –>
                                            \n<template>
                                            \n <div class="ai-response">
                                            \n <div v-html="streamedAnswer"><\/div>
                                            \n <button @click="fetchAIAnswer" :disabled="loading">
                                            \n {{ loading ? '\u601d\u8003\u4e2d…' : '\u95ee AI' }}
                                            \n <\/button>
                                            \n <\/div>
                                            \n<\/template><\/p>\n

                                            <script setup lang="ts">
                                            \nimport { ref } from 'vue'<\/p>\n

                                            const streamedAnswer = ref('')
                                            \nconst loading = ref(false)<\/p>\n

                                            const fetchAIAnswer = () => {
                                            \n const question = '\u5982\u4f55\u6c42\u89e3\u4e00\u5143\u4e8c\u6b21\u65b9\u7a0b？'
                                            \n streamedAnswer.value = ''
                                            \n loading.value = true<\/p>\n

                                            \/\/ \u901a\u8fc7 Java \u540e\u7aef\u4ee3\u7406 SSE \u6d41（\/api\/ai\/stream）
                                            \n const eventSource = new EventSource(`\/api\/ai\/stream?question=${encodeURIComponent(question)}`)<\/p>\n

                                            eventSource.onmessage = (event) => {
                                            \n const data = JSON.parse(event.data)
                                            \n if (data.type === 'token') {
                                            \n streamedAnswer.value += data.text
                                            \n } else if (data.type === 'end') {
                                            \n eventSource.close()
                                            \n loading.value = false
                                            \n }
                                            \n }<\/p>\n

                                            eventSource.onerror = () => {
                                            \n eventSource.close()
                                            \n loading.value = false
                                            \n streamedAnswer.value += '\\\\n\\\\n\u26a0\ufe0f \u8fde\u63a5\u4e2d\u65ad，\u8bf7\u91cd\u8bd5\u3002'
                                            \n }
                                            \n}
                                            \n<\/script><\/p>\n

                                            <style scoped>
                                            \n.ai-response {
                                            \n font-family: 'Courier New', monospace;
                                            \n white-space: pre-wrap;
                                            \n}
                                            \n<\/style><\/p>\n

                                              \n
                                            • \n

                                              \u90e8\u7f72\u5b9e\u8df5：\u7f16\u5199 Dockerfile \u5b8c\u6210\u540e\u7aef\u3001\u524d\u7aef\u3001AI Module \u7684\u5bb9\u5668\u5316\u6253\u5305，\u4f7f\u7528 docker-compose \u7f16\u6392\u591a\u670d\u52a1（\u540e\u7aef\u3001\u524d\u7aef\u3001AI\u3001MySQL\u3001Redis）\u4e00\u952e\u90e8\u7f72；\u90e8\u7f72\u81f3\u4e91\u670d\u52a1\u5668，\u914d\u7f6e\u5065\u5eb7\u68c0\u67e5\u4e0e\u65e5\u5fd7\u7ba1\u7406，\u652f\u6301 200 + \u7528\u6237\u7a33\u5b9a\u8bbf\u95ee；<\/p>\n<\/li>\n

                                            • \n

                                              \u524d\u540e\u7aef\u8054\u52a8：\u914d\u5408\u524d\u7aef\u5b8c\u6210\u5168\u91cf\u9875\u9762\u8054\u8c03，\u4fdd\u969c\u77e5\u8bc6\u70b9\u67e5\u8be2\u3001\u667a\u80fd\u5237\u9898\u3001\u7ec3\u4e60\u8bb0\u5f55\u8bfb\u53d6\u3001\u9519\u9898\u590d\u76d8\u7b49\u6838\u5fc3\u529f\u80fd\u6b63\u5e38\u53ef\u7528，\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u63d0\u5347\u4f7f\u7528\u6548\u7387\u3002<\/p>\n<\/li>\n<\/ul>\n

                                              \u8fd9\u91cc\u662f\u6211\u6839\u636e\u9700\u6c42\u6587\u6863\u7528\u76f8\u5173\u7684Agent\u5199\u7684\u9879\u76ee\u63cf\u8ff0，\u6709\u5938\u5927\u7684\u6210\u5206，\u4f46\u662f\u6211\u4e5f\u4e00\u76f4\u5728\u8fdb\u6b65，\u6240\u4ee5\u5176\u5b9e\u5dee\u8ddd\u5e76\u4e0d\u5927<\/p>\n

                                              #mermaid-svg-53BfVDWTdWqmCtLw{font-family:\\”trebuchet ms\\”,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-53BfVDWTdWqmCtLw .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-53BfVDWTdWqmCtLw .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-53BfVDWTdWqmCtLw .error-icon{fill:#552222;}#mermaid-svg-53BfVDWTdWqmCtLw .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-53BfVDWTdWqmCtLw .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-53BfVDWTdWqmCtLw .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-53BfVDWTdWqmCtLw .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-53BfVDWTdWqmCtLw .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-53BfVDWTdWqmCtLw .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-53BfVDWTdWqmCtLw .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-53BfVDWTdWqmCtLw .marker{fill:#333333;stroke:#333333;}#mermaid-svg-53BfVDWTdWqmCtLw .marker.cross{stroke:#333333;}#mermaid-svg-53BfVDWTdWqmCtLw svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-53BfVDWTdWqmCtLw p{margin:0;}#mermaid-svg-53BfVDWTdWqmCtLw .mermaid-main-font{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-53BfVDWTdWqmCtLw .exclude-range{fill:#eeeeee;}#mermaid-svg-53BfVDWTdWqmCtLw .section{stroke:none;opacity:0.2;}#mermaid-svg-53BfVDWTdWqmCtLw .section0{fill:rgba(102, 102, 255, 0.49);}#mermaid-svg-53BfVDWTdWqmCtLw .section2{fill:#fff400;}#mermaid-svg-53BfVDWTdWqmCtLw .section1,#mermaid-svg-53BfVDWTdWqmCtLw .section3{fill:white;opacity:0.2;}#mermaid-svg-53BfVDWTdWqmCtLw .sectionTitle0{fill:#333;}#mermaid-svg-53BfVDWTdWqmCtLw .sectionTitle1{fill:#333;}#mermaid-svg-53BfVDWTdWqmCtLw .sectionTitle2{fill:#333;}#mermaid-svg-53BfVDWTdWqmCtLw .sectionTitle3{fill:#333;}#mermaid-svg-53BfVDWTdWqmCtLw .sectionTitle{text-anchor:start;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-53BfVDWTdWqmCtLw .grid .tick{stroke:lightgrey;opacity:0.8;shape-rendering:crispEdges;}#mermaid-svg-53BfVDWTdWqmCtLw .grid .tick text{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;fill:#333;}#mermaid-svg-53BfVDWTdWqmCtLw .grid path{stroke-width:0;}#mermaid-svg-53BfVDWTdWqmCtLw .today{fill:none;stroke:red;stroke-width:2px;}#mermaid-svg-53BfVDWTdWqmCtLw .task{stroke-width:2;}#mermaid-svg-53BfVDWTdWqmCtLw .taskText{text-anchor:middle;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutsideRight{fill:black;text-anchor:start;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutsideLeft{fill:black;text-anchor:end;}#mermaid-svg-53BfVDWTdWqmCtLw .task.clickable{cursor:pointer;}#mermaid-svg-53BfVDWTdWqmCtLw .taskText.clickable{cursor:pointer;fill:#003163!important;font-weight:bold;}#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutsideLeft.clickable{cursor:pointer;fill:#003163!important;font-weight:bold;}#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutsideRight.clickable{cursor:pointer;fill:#003163!important;font-weight:bold;}#mermaid-svg-53BfVDWTdWqmCtLw .taskText0,#mermaid-svg-53BfVDWTdWqmCtLw .taskText1,#mermaid-svg-53BfVDWTdWqmCtLw .taskText2,#mermaid-svg-53BfVDWTdWqmCtLw .taskText3{fill:white;}#mermaid-svg-53BfVDWTdWqmCtLw .task0,#mermaid-svg-53BfVDWTdWqmCtLw .task1,#mermaid-svg-53BfVDWTdWqmCtLw .task2,#mermaid-svg-53BfVDWTdWqmCtLw .task3{fill:#8a90dd;stroke:#534fbc;}#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutside0,#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutside2{fill:black;}#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutside1,#mermaid-svg-53BfVDWTdWqmCtLw .taskTextOutside3{fill:black;}#mermaid-svg-53BfVDWTdWqmCtLw .active0,#mermaid-svg-53BfVDWTdWqmCtLw .active1,#mermaid-svg-53BfVDWTdWqmCtLw .active2,#mermaid-svg-53BfVDWTdWqmCtLw .active3{fill:#bfc7ff;stroke:#534fbc;}#mermaid-svg-53BfVDWTdWqmCtLw .activeText0,#mermaid-svg-53BfVDWTdWqmCtLw .activeText1,#mermaid-svg-53BfVDWTdWqmCtLw .activeText2,#mermaid-svg-53BfVDWTdWqmCtLw .activeText3{fill:black!important;}#mermaid-svg-53BfVDWTdWqmCtLw .done0,#mermaid-svg-53BfVDWTdWqmCtLw .done1,#mermaid-svg-53BfVDWTdWqmCtLw .done2,#mermaid-svg-53BfVDWTdWqmCtLw .done3{stroke:grey;fill:lightgrey;stroke-width:2;}#mermaid-svg-53BfVDWTdWqmCtLw .doneText0,#mermaid-svg-53BfVDWTdWqmCtLw .doneText1,#mermaid-svg-53BfVDWTdWqmCtLw .doneText2,#mermaid-svg-53BfVDWTdWqmCtLw .doneText3{fill:black!important;}#mermaid-svg-53BfVDWTdWqmCtLw .crit0,#mermaid-svg-53BfVDWTdWqmCtLw .crit1,#mermaid-svg-53BfVDWTdWqmCtLw .crit2,#mermaid-svg-53BfVDWTdWqmCtLw .crit3{stroke:#ff8888;fill:red;stroke-width:2;}#mermaid-svg-53BfVDWTdWqmCtLw .activeCrit0,#mermaid-svg-53BfVDWTdWqmCtLw .activeCrit1,#mermaid-svg-53BfVDWTdWqmCtLw .activeCrit2,#mermaid-svg-53BfVDWTdWqmCtLw .activeCrit3{stroke:#ff8888;fill:#bfc7ff;stroke-width:2;}#mermaid-svg-53BfVDWTdWqmCtLw .doneCrit0,#mermaid-svg-53BfVDWTdWqmCtLw .doneCrit1,#mermaid-svg-53BfVDWTdWqmCtLw .doneCrit2,#mermaid-svg-53BfVDWTdWqmCtLw .doneCrit3{stroke:#ff8888;fill:lightgrey;stroke-width:2;cursor:pointer;shape-rendering:crispEdges;}#mermaid-svg-53BfVDWTdWqmCtLw .milestone{transform:rotate(45deg) scale(0.8,0.8);}#mermaid-svg-53BfVDWTdWqmCtLw .milestoneText{font-style:italic;}#mermaid-svg-53BfVDWTdWqmCtLw .doneCritText0,#mermaid-svg-53BfVDWTdWqmCtLw .doneCritText1,#mermaid-svg-53BfVDWTdWqmCtLw .doneCritText2,#mermaid-svg-53BfVDWTdWqmCtLw .doneCritText3{fill:black!important;}#mermaid-svg-53BfVDWTdWqmCtLw .vert{stroke:navy;}#mermaid-svg-53BfVDWTdWqmCtLw .vertText{font-size:15px;text-anchor:middle;fill:navy!important;}#mermaid-svg-53BfVDWTdWqmCtLw .activeCritText0,#mermaid-svg-53BfVDWTdWqmCtLw .activeCritText1,#mermaid-svg-53BfVDWTdWqmCtLw .activeCritText2,#mermaid-svg-53BfVDWTdWqmCtLw .activeCritText3{fill:black!important;}#mermaid-svg-53BfVDWTdWqmCtLw .titleText{text-anchor:middle;font-size:18px;fill:#333;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}#mermaid-svg-53BfVDWTdWqmCtLw :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

                                              03\u6708<\/p>\n

                                              04\u6708<\/p>\n

                                              05\u6708<\/p>\n

                                              06\u6708<\/p>\n

                                              07\u6708<\/p>\n

                                              08\u6708<\/p>\n

                                              \u9700\u6c42\u5206\u6790\u4e0e\u67b6\u6784\u8bbe\u8ba1 <\/p>\n

                                              Java \u5fae\u670d\u52a1\u5f00\u53d1 <\/p>\n

                                              Python Agent \u5f00\u53d1 <\/p>\n

                                              Vue3 \u524d\u7aef\u8054\u8c03 <\/p>\n

                                              \u7cfb\u7edf\u6d4b\u8bd5\u4e0e\u90e8\u7f72 <\/p>\n

                                              \u9898\u5e93\u8bbe\u8ba1\u4e0e\u540e\u7aef\u63a5\u53e3 <\/p>\n

                                              LangGraph Agent \u5f00\u53d1 <\/p>\n

                                              \u591a\u6a21\u578b\u96c6\u6210\u4e0e\u6d41\u5f0f\u54cd\u5e94 <\/p>\n

                                              \u524d\u7aef\u4ea4\u4e92\u4e0e\u90e8\u7f72 <\/p>\n

                                              \u5a01\u6b66\u91d1\u878d\u4fe1\u8d37\u5e73\u53f0<\/p>\n

                                              AI \u52a9\u5b66\u5237\u9898\u7cfb\u7edf<\/p>\n

                                              2025\u20132026 \u5168\u6808\u9879\u76ee\u5f00\u53d1\u65f6\u95f4\u7ebf<\/p>\n

                                              \u8fd9\u4e9b\u90fd\u662fjavaweb\u667a\u80fd\u5316\u5347\u7ea7\u7684\u9879\u76ee，\u611f\u89c9\u4e00\u822c\u822c，\u6211\u60f3\u7740\u505a\u4e00\u4e2a\u7eafAgent，\u7136\u540e\u7528java\u548c ts \u505a\u540e\u53f0\u7ba1\u7406，\u8fd9\u79cd\u76ee\u524d\u624d\u6bd4\u8f83\u6709\u5e02\u573a\u3002<\/p>\n

                                              \n

                                              🙌 \u6700\u540e\u7684\u8bdd<\/h3>\n

                                              \u4ece\u6280\u672f\u535a\u4e3b\u5230\u5168\u6808 AI Agent \u5f00\u53d1\u8005，\u8fd9\u6761\u8def\u5e76\u4e0d\u5bb9\u6613\u2014\u2014 \u65e2\u8981\u5199\u5f97\u51fa\u9ad8\u5e76\u53d1\u7684 Java \u5fae\u670d\u52a1，\u4e5f\u8981\u8c03\u5f97\u52a8 LangGraph \u7684\u591a\u667a\u80fd\u4f53\u534f\u4f5c； \u65e2\u8981\u524d\u7aef\u7c7b\u578b\u5b89\u5168\u4e0d\u6ee5\u7528 any，\u4e5f\u8981\u8ba9\u5927\u6a21\u578b\u5728\u91d1\u878d\u573a\u666f\u4e0b\u201c\u4e0d\u8bf4\u80e1\u8bdd\u201d\u3002<\/p>\n

                                              \u4f46\u6b63\u662f\u8fd9\u79cd \u6a2a\u8de8\u5de5\u7a0b\u4e0e AI \u7684\u6311\u6218，\u8ba9\u6211\u4e50\u5728\u5176\u4e2d\u3002<\/p>\n

                                              \u5982\u679c\u4f60：<\/p>\n

                                                \n
                                              • \u6b63\u5728\u63a2\u7d22 AI Agent \u5de5\u7a0b\u5316\u843d\u5730 \u7684\u8def\u5f84<\/li>\n
                                              • \u60f3\u4e86\u89e3 Java + Python + Vue3 \u5982\u4f55\u534f\u540c\u6784\u5efa\u667a\u80fd\u7cfb\u7edf<\/li>\n
                                              • \u6216\u8005\u5bf9\u6211\u7684\u9879\u76ee\/\u7b80\u5386\u6709\u4efb\u4f55\u5efa\u8bae<\/li>\n<\/ul>\n

                                                \u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u72e0\u72e0\u201c\u62f7\u6253\u201d\u6211！ 💬 \u6211\u4f1a\u8ba4\u771f\u9605\u8bfb\u6bcf\u4e00\u6761\u7559\u8a00，\u5e76\u5c3d\u53ef\u80fd\u56de\u590d\u3002<\/p>\n

                                                \u4e5f\u8bda\u631a\u671f\u5f85 Agent \u76f8\u5173\u7684\u5b9e\u4e60\u673a\u4f1a\u6216\u6280\u672f\u4ea4\u6d41 \u2014\u2014 \u4f60\u7684\u4e00\u6b21\u5185\u63a8，\u53ef\u80fd\u5c31\u662f\u6211\u804c\u4e1a\u8dc3\u8fc1\u7684\u5173\u952e\u4e00\u6b65 🙇\u200d\u2642\ufe0f<\/p>\n

                                                🔗 GitHub \u4e3b\u9875：github.com\/CelestialVisionary \u2b50 \u5982\u679c\u4f60\u89c9\u5f97\u9879\u76ee\u6709\u4ef7\u503c，\u70b9\u4e2a Star \u5c31\u662f\u6700\u597d\u7684\u652f\u6301！<\/p>\n

                                                \u611f\u8c22\u9605\u8bfb，\u6211\u4eec\u8bc4\u8bba\u533a\u89c1！\u2728<\/p>\n

                                                \n

                                                \u770b\u5b8c\u89c9\u5f97\u4e0d\u5f97\u52b2，\u60f3\u8981\u5b66\u4e60，\u4ee5\u4e0b\u662f\u70b9\u51fb\u53ef\u4ee5\u76f4\u63a5\u8df3\u8f6c\u7684\u94fe\u63a5：<\/p>\n

                                                (\u57fa\u4e8e\u7b80\u5386\u7f16\u5199)AI Agent\u5168\u6808\u5f00\u53d1\u5b9e\u6218\u6307\u5357：\u4eceJava\u540e\u7aef\u5230\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u5b8c\u6574\u6f14\u8fdb\u8def\u5f84<\/p>\n

                                                AI Agent \u9762\u8bd5\u516b\u80a1\u6587100\u95ee：\u5927\u6a21\u578b\u667a\u80fd\u4f53\u9ad8\u9891\u8003\u70b9\u5168\u89e3\u6790（\u9644\u5206\u7c7b\u6307\u5357\u548c\u7b80\u5386\u6a21\u677f）<\/p>\n

                                                AI Agent\u9879\u76ee\u5b9e\u6218\u5fc5\u5907：100\u9053\u9ad8\u8d28\u91cf\u573a\u666f\u9898\u5168\u89e3\u6790（\u8986\u76d6\u9700\u6c42\u3001\u67b6\u6784\u3001\u5b89\u5168\u3001\u90e8\u7f72\u4e0e\u672a\u6765\u6f14\u8fdb）<\/p>\n","protected":false},"excerpt":{"rendered":"

                                                \u5e7b\u60f3\u7b80\u5386！\u535a\u4e3b\u672c\u4eba\u671f\u671b\u7684 AI Agent \u5168\u6808\u7b80\u5386：Java Python Vue3 \u8de8\u8bed\u8a00\u5b9e\u6218，\u4ee3\u7801\u5df2\u5f00\u6e90！
                                                \nAI Agent \u9762\u8bd5\u516b\u80a1\u6587100\u95ee，\u70b9\u51fb\u6211\u8df3\u8f6c！！！
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