{"id":75903,"date":"2026-02-13T13:25:48","date_gmt":"2026-02-13T05:25:48","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/75903.html"},"modified":"2026-02-13T13:25:48","modified_gmt":"2026-02-13T05:25:48","slug":"%e3%80%90%e6%89%8b%e6%90%93%e9%a1%b9%e7%9b%ae-ai%e6%94%bf%e7%ad%96%e5%92%a8%e8%af%a2%e6%99%ba%e8%83%bd%e4%bd%93%e3%80%91-%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%84%e7%90%8601%ef%bc%9a","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/75903.html","title":{"rendered":"\u3010\u624b\u6413\u9879\u76ee-AI\u653f\u7b56\u54a8\u8be2\u667a\u80fd\u4f53\u3011\u2014\u2014 \u591a\u6a21\u6001\u5904\u740601\uff1a\u56fe\u7247\u8bc6\u522b\u529f\u80fd\u843d\u5730\u5b9e\u5f55"},"content":{"rendered":"<h2>\u3010\u624b\u6413Agent\u4e4bAI\u653f\u7b56\u54a8\u8be2\u667a\u80fd\u4f53\u3011\u2014\u2014 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Boot &#043; \u963f\u91cc\u4e91DashScope &#043; \u524d\u7aefReact&#xff09;&#xff0c;\u6211\u4eec\u786e\u5b9a\u4e86\u56fe\u7247\u8bc6\u522b\u529f\u80fd\u7684\u6838\u5fc3\u76ee\u6807&#xff1a;\u652f\u6301\u7528\u6237\u4e0a\u4f20\u672c\u5730\u56fe\u7247&#xff08;\u8f6cBase64&#xff09;\u6216\u56fe\u7247URL&#xff0c;\u81ea\u52a8\u8bc6\u522b\u56fe\u7247\u5185\u5bb9&#xff0c;\u63d0\u53d6\u7ed3\u6784\u5316\u4fe1\u606f&#xff0c;\u8054\u52a8\u5bf9\u8bdd\u670d\u52a1\u548c\u653f\u7b56\u77e5\u8bc6\u5e93&#xff0c;\u65e0\u9700\u7528\u6237\u989d\u5916\u64cd\u4f5c&#xff0c;\u5373\u53ef\u5b8c\u6210\u7591\u95ee\u89e3\u7b54\u3002<\/p>\n<h3>\u4e8c\u3001\u6280\u672f\u9009\u578b&#xff1a;\u4e0d\u81ea\u7814&#xff0c;\u53ea\u505a\u201c\u9ad8\u6548\u843d\u5730\u201d\u7684\u6574\u5408<\/h3>\n<p>\u624b\u6413Agent\u7684\u6838\u5fc3\u662f\u201c\u805a\u7126\u4e1a\u52a1&#xff0c;\u51cf\u5c11\u91cd\u590d\u9020\u8f6e\u5b50\u201d&#xff0c;\u56fe\u7247\u8bc6\u522b\u529f\u80fd\u4e5f\u9075\u5faa\u8fd9\u4e00\u539f\u5219\u3002\u6211\u4eec\u6ca1\u6709\u9009\u62e9\u81ea\u7814\u56fe\u7247\u8bc6\u522b\u6a21\u578b&#xff08;\u6d89\u53caOCR\u3001\u54c1\u7c7b\u8bc6\u522b\u3001\u6a21\u578b\u8bad\u7ec3&#xff0c;\u6210\u672c\u9ad8\u3001\u5468\u671f\u957f&#xff0c;\u4e14\u4e0d\u7b26\u5408\u653f\u7b56\u54a8\u8be2\u7684\u6838\u5fc3\u4e13\u6ce8\u70b9&#xff09;&#xff0c;\u800c\u662f\u57fa\u4e8e\u73b0\u6709\u6210\u719f\u7684\u4e91\u7aef\u591a\u6a21\u6001\u6a21\u578b\u505a\u96c6\u6210&#xff0c;\u5177\u4f53\u9009\u578b\u5982\u4e0b&#xff1a;<\/p>\n<h4>1. \u6838\u5fc3\u6a21\u578b&#xff1a;\u963f\u91cc\u4e91DashScope \u901a\u4e49\u5343\u95eeQwen-VL<\/h4>\n<p>\u9009\u578b\u7406\u7531\u5f88\u7b80\u5355&#xff1a;\u9002\u914d\u4e2d\u6587\u573a\u666f\u3001\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165&#xff08;\u56fe\u7247&#043;\u6587\u672c&#xff09;\u3001\u7ed3\u6784\u5316\u63d0\u53d6\u80fd\u529b\u5f3a&#xff0c;\u4e14\u80fd\u901a\u8fc7SDK\u5feb\u901f\u96c6\u6210&#xff0c;\u5b8c\u7f8e\u8d34\u5408\u6211\u4eec\u7684\u6280\u672f\u6808&#xff08;Java\u540e\u7aef&#xff09;\u3002\u7ed3\u5408\u914d\u7f6e\u6587\u4ef6\u548c\u4e1a\u52a1\u9700\u6c42&#xff0c;\u6700\u7ec8\u9009\u62e9\u4e86\u4e24\u4e2a\u6a21\u578b\u642d\u914d\u4f7f\u7528&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u57fa\u7840\u6a21\u578b&#xff1a;qwen-vl-plus&#xff08;\u5e73\u8861\u6548\u679c\u4e0e\u6210\u672c&#xff0c;\u6ee1\u8db3\u5927\u90e8\u5206\u573a\u666f&#xff0c;\u6bd4\u5982\u5bb6\u7535\u7c7b\u578b\u8bc6\u522b\u3001\u7b80\u5355\u53d1\u7968\u63d0\u53d6&#xff09;&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u9ad8\u7cbe\u5ea6\u6a21\u578b&#xff1a;qwen-vl-max&#xff08;\u7528\u4e8e\u590d\u6742\u573a\u666f&#xff0c;\u6bd4\u5982\u6a21\u7cca\u53d1\u7968\u3001\u7ec6\u8282\u8f83\u591a\u7684\u5bb6\u7535\u578b\u53f7\u8bc6\u522b&#xff0c;\u914d\u7f6e\u4e2d\u9884\u7559\u5207\u6362\u5165\u53e3&#xff09;\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u5bf9\u5e94\u7684\u6838\u5fc3\u914d\u7f6e&#xff08;\u53d6\u81ea\u6211\u4eec\u7684application.yml&#xff09;&#xff0c;\u901a\u8fc7\u914d\u7f6e\u4e2d\u5fc3\u7edf\u4e00\u7ba1\u7406&#xff0c;\u4fbf\u4e8e\u540e\u7eed\u5207\u6362\u6a21\u578b\u3001\u8c03\u6574\u53c2\u6570&#xff1a;<\/p>\n<p><span class=\"token comment\"># DashScope \u591a\u6a21\u6001\u914d\u7f6e<\/span><br \/>\n<span class=\"token key atrule\">dashscope<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">multimodal<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">api-key<\/span><span class=\"token punctuation\">:<\/span> $<span class=\"token punctuation\">{<\/span>DASHSCOPE_API_KEY<span class=\"token punctuation\">}<\/span>  <span class=\"token comment\"># \u73af\u5883\u53d8\u91cf\u5b58\u50a8&#xff0c;\u907f\u514d\u786c\u7f16\u7801<\/span><br \/>\n    <span class=\"token key atrule\">base-url<\/span><span class=\"token punctuation\">:<\/span> https<span class=\"token punctuation\">:<\/span>\/\/dashscope.aliyuncs.com\/api\/v1<br \/>\n    <span class=\"token key atrule\">vision<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">model<\/span><span class=\"token punctuation\">:<\/span> qwen<span class=\"token punctuation\">&#8211;<\/span>vl<span class=\"token punctuation\">&#8211;<\/span>plus  <span class=\"token comment\"># \u57fa\u7840\u56fe\u7247\u8bc6\u522b\u6a21\u578b<\/span><br \/>\n      <span class=\"token key atrule\">high-quality-model<\/span><span class=\"token punctuation\">:<\/span> qwen<span class=\"token punctuation\">&#8211;<\/span>vl<span class=\"token punctuation\">&#8211;<\/span>max  <span class=\"token comment\"># \u9ad8\u7cbe\u5ea6\u573a\u666f\u5907\u7528\u6a21\u578b<\/span><\/p>\n<h4>2. \u8f93\u5165\u683c\u5f0f&#xff1a;Base64 &#043; \u56fe\u7247URL \u53cc\u652f\u6301<\/h4>\n<p>\u7ed3\u5408\u524d\u7aef\u4ea4\u4e92\u573a\u666f&#xff0c;\u6211\u4eec\u652f\u6301\u4e24\u79cd\u56fe\u7247\u8f93\u5165\u65b9\u5f0f&#xff0c;\u8986\u76d6\u4e0d\u540c\u7528\u6237\u9700\u6c42&#xff1a;<\/p>\n<ul>\n<li>\n<p>Base64\u7f16\u7801&#xff1a;\u7528\u6237\u4e0a\u4f20\u672c\u5730\u56fe\u7247&#xff08;\u6bd4\u5982\u624b\u673a\u91cc\u7684\u5bb6\u7535\u7167\u7247\u3001\u53d1\u7968&#xff09;&#xff0c;\u524d\u7aef\u76f4\u63a5\u5c06\u56fe\u7247\u8f6c\u4e3aBase64\u7f16\u7801&#xff0c;\u4f20\u7ed9\u540e\u7aef&#xff08;\u65e0\u9700\u5355\u72ec\u505a\u6587\u4ef6\u4e0a\u4f20&#xff0c;\u7b80\u5316\u4ea4\u4e92\u6d41\u7a0b&#xff09;&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u56fe\u7247URL&#xff1a;\u9002\u7528\u4e8e\u56fe\u7247\u5df2\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u3001\u6216\u7528\u6237\u63d0\u4f9b\u7f51\u7edc\u56fe\u7247\u94fe\u63a5\u7684\u573a\u666f&#xff08;\u6bd4\u5982\u653f\u7b56\u622a\u56fe\u7684\u7f51\u7edc\u94fe\u63a5&#xff09;\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>3. \u6574\u4f53\u67b6\u6784&#xff1a;\u5206\u5c42\u8bbe\u8ba1&#xff0c;\u89e3\u8026\u6e05\u6670<\/h4>\n<p>\u5ef6\u7eed\u667a\u80fd\u4f53\u201c\u63a7\u5236\u5668-\u670d\u52a1-\u7b2c\u4e09\u65b9API\u201d\u7684\u5206\u5c42\u67b6\u6784&#xff0c;\u56fe\u7247\u8bc6\u522b\u529f\u80fd\u4e5f\u91c7\u7528\u5206\u5c42\u8bbe\u8ba1&#xff0c;\u4fbf\u4e8e\u540e\u7eed\u7ef4\u62a4\u548c\u6269\u5c55&#xff0c;\u6838\u5fc3\u5206\u5c42\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u524d\u7aef\u5c42&#xff1a;\u8d1f\u8d23\u56fe\u7247\u9884\u89c8\u3001Base64\u8f6c\u6362\u3001\u8bf7\u6c42\u5c01\u88c5&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u63a7\u5236\u5668\u5c42&#xff08;MultiModalController&#xff09;&#xff1a;\u5bf9\u5916\u63d0\u4f9bREST API&#xff0c;\u63a5\u6536\u56fe\u7247\u8f93\u5165\u548c\u7528\u6237\u95ee\u9898&#xff0c;\u505a\u53c2\u6570\u6821\u9a8c&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u8def\u7531\u5c42&#xff08;ModelRouterService&#xff09;&#xff1a;\u7edf\u4e00\u5206\u53d1\u591a\u6a21\u6001\u8bf7\u6c42&#xff08;\u56fe\u7247\u3001\u97f3\u9891\u3001\u6587\u672c&#xff09;&#xff0c;\u5224\u65ad\u56fe\u7247\u7c7b\u578b&#xff0c;\u8c03\u7528\u5bf9\u5e94\u5904\u7406\u903b\u8f91&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u6838\u5fc3\u670d\u52a1\u5c42&#xff08;VisionService&#xff09;&#xff1a;\u5c01\u88c5\u963f\u91cc\u4e91DashScope API\u8c03\u7528\u903b\u8f91&#xff0c;\u5904\u7406\u56fe\u7247\u8bc6\u522b\u3001\u7ed3\u679c\u89e3\u6790&#xff0c;\u63d0\u4f9b\u4e13\u5c5e\u573a\u666f\u65b9\u6cd5&#xff08;\u5bb6\u7535\u8bc6\u522b\u3001\u53d1\u7968\u8bc6\u522b&#xff09;&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u5bf9\u8bdd\u8054\u52a8&#xff1a;\u8bc6\u522b\u7ed3\u679c\u62fc\u63a5\u7528\u6237\u95ee\u9898&#xff0c;\u4f20\u7ed9ChatService&#xff0c;\u8054\u52a8\u653f\u7b56\u77e5\u8bc6\u5e93\u548c\u8865\u8d34\u8ba1\u7b97\u903b\u8f91&#xff0c;\u5b8c\u6210\u6700\u7ec8\u89e3\u7b54\u3002<\/p>\n<\/li>\n<\/ul>\n<h3>\u4e09\u3001\u529f\u80fd\u843d\u5730&#xff1a;\u4ece\u524d\u7aef\u5230\u540e\u7aef&#xff0c;\u4e00\u6b65\u6b65\u62c6\u89e3\u5b9e\u73b0<\/h3>\n<p>\u63a5\u4e0b\u6765&#xff0c;\u7ed3\u5408\u5b9e\u9645\u4ee3\u7801&#xff0c;\u8be6\u7ec6\u62c6\u89e3\u6bcf\u4e00\u5c42\u7684\u5b9e\u73b0\u903b\u8f91&#xff0c;\u91cd\u70b9\u7a81\u51fa\u201c\u843d\u5730\u7ec6\u8282\u201d\u548c\u201c\u4e1a\u52a1\u9002\u914d\u201d&#xff0c;\u907f\u514d\u7a7a\u8c08\u7406\u8bba\u2014\u2014\u6bd5\u7adf\u624b\u6413Agent&#xff0c;\u843d\u5730\u624d\u662f\u738b\u9053\u3002<\/p>\n<h4>1. \u524d\u7aef\u5904\u7406&#xff1a;\u56fe\u7247\u9884\u89c8 &#043; Base64\u8f6c\u6362&#xff08;React&#xff09;<\/h4>\n<p>\u524d\u7aef\u6838\u5fc3\u76ee\u6807\u662f\u201c\u7b80\u5316\u7528\u6237\u64cd\u4f5c&#xff0c;\u786e\u4fdd\u56fe\u7247\u80fd\u6b63\u786e\u4f20\u9012\u7ed9\u540e\u7aef\u201d&#xff0c;\u4e3b\u8981\u4fee\u6539\u4e86\u4e24\u4e2a\u7ec4\u4ef6&#xff08;ChatWindow.jsx\u3001MessageBubble.jsx&#xff09;\u548c\u4e00\u4e2aAPI\u5c01\u88c5\u6587\u4ef6&#xff08;api.js&#xff09;&#xff0c;\u6838\u5fc3\u903b\u8f91\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u65b0\u589efileToBase64\u5de5\u5177\u51fd\u6570&#xff1a;\u5c06\u7528\u6237\u4e0a\u4f20\u7684File\u5bf9\u8c61\u8f6c\u4e3aBase64\u7f16\u7801&#xff0c;\u9002\u914d\u540e\u7aefBase64\u8f93\u5165\u683c\u5f0f&#xff1b;<\/p>\n<\/li>\n<li>\n<p>handleSend\u65b9\u6cd5\u4f18\u5316&#xff1a;\u7b5b\u9009\u7528\u6237\u4e0a\u4f20\u7684\u56fe\u7247\u6587\u4ef6&#xff0c;\u8c03\u7528fileToBase64\u8f6c\u6362&#xff0c;\u5c06Base64\u5217\u8868\u9644\u52a0\u5230\u8bf7\u6c42\u4f53\u4e2d&#xff0c;\u4e0e\u7528\u6237\u6587\u5b57\u6d88\u606f\u4e00\u8d77\u4f20\u7ed9\u540e\u7aef&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u56fe\u7247\u9884\u89c8&#xff1a;\u5728MessageBubble\u7ec4\u4ef6\u4e2d\u63a5\u6536\u56fe\u7247\u9884\u89c8URL&#xff0c;\u5c55\u793a\u56fe\u7247\u7f29\u7565\u56fe&#xff0c;\u8ba9\u7528\u6237\u80fd\u786e\u8ba4\u4e0a\u4f20\u7684\u56fe\u7247\u662f\u5426\u6b63\u786e&#xff1b;<\/p>\n<\/li>\n<li>\n<p>API\u5c01\u88c5&#xff1a;\u5728createStreamRequest\u65b9\u6cd5\u4e2d\u65b0\u589eimageBase64List\u53c2\u6570&#xff0c;\u6709\u56fe\u7247\u65f6\u81ea\u52a8\u9644\u52a0\u5230\u8bf7\u6c42body&#xff0c;\u65e0\u9700\u5355\u72ec\u4fee\u6539\u8bf7\u6c42\u903b\u8f91\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u91cc\u6709\u4e00\u4e2a\u5c0f\u7ec6\u8282&#xff1a;\u524d\u7aef\u8f6c\u6362Base64\u65f6&#xff0c;\u9700\u8981\u6307\u5b9a\u56fe\u7247\u683c\u5f0f&#xff08;png\/jpg&#xff09;&#xff0c;\u540e\u7eed\u540e\u7aef\u62fc\u63a5Data URI\u65f6\u4f1a\u7528\u5230&#xff0c;\u907f\u514d\u51fa\u73b0\u683c\u5f0f\u9519\u8bef\u5bfc\u81f4\u6a21\u578b\u8bc6\u522b\u5931\u8d25\u3002<\/p>\n<h4>2. \u540e\u7aef\u63a7\u5236\u5668\u5c42&#xff1a;\u5bf9\u5916\u63d0\u4f9b\u7edf\u4e00API&#xff08;MultiModalController&#xff09;<\/h4>\n<p>\u63a7\u5236\u5668\u5c42\u662f\u524d\u7aef\u4e0e\u540e\u7aef\u7684\u4ea4\u4e92\u5165\u53e3&#xff0c;\u6838\u5fc3\u4f5c\u7528\u662f\u201c\u63a5\u6536\u8bf7\u6c42\u3001\u53c2\u6570\u6821\u9a8c\u3001\u8fd4\u56de\u6807\u51c6\u5316\u54cd\u5e94\u201d&#xff0c;\u6211\u4eec\u63d0\u4f9b\u4e864\u4e2a\u6838\u5fc3\u63a5\u53e3&#xff0c;\u8d34\u5408\u653f\u7b56\u54a8\u8be2\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\n<p>\/api\/multimodal\/analyze-image&#xff1a;\u901a\u7528\u56fe\u7247\u5206\u6790\u63a5\u53e3&#xff0c;\u652f\u6301\u56fe\u7247URL\/Base64&#xff0c;\u63a5\u6536\u7528\u6237\u81ea\u5b9a\u4e49\u95ee\u9898&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\/api\/multimodal\/analyze-invoice&#xff1a;\u53d1\u7968\u4e13\u5c5e\u8bc6\u522b\u63a5\u53e3&#xff0c;\u65e0\u9700\u7528\u6237\u8f93\u5165\u95ee\u9898&#xff0c;\u5185\u7f6e\u56fa\u5b9aPrompt&#xff0c;\u63d0\u53d6\u53d1\u79688\u7c7b\u6838\u5fc3\u4fe1\u606f&#xff08;\u53d1\u7968\u53f7\u7801\u3001\u5f00\u7968\u65e5\u671f\u3001\u91d1\u989d\u7b49&#xff09;&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\/api\/multimodal\/analyze-device&#xff1a;\u5bb6\u7535\u4e13\u5c5e\u8bc6\u522b\u63a5\u53e3&#xff0c;\u5185\u7f6ePrompt&#xff0c;\u63d0\u53d6\u5bb6\u7535\u7c7b\u578b\u3001\u54c1\u724c\u3001\u578b\u53f7\u3001\u65b0\u65e7\u72b6\u6001\u7b49&#xff08;\u7528\u4e8e\u5339\u914d\u4ee5\u65e7\u6362\u65b0\u653f\u7b56&#xff09;&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\/api\/multimodal\/transcribe&#xff1a;\u97f3\u9891\u8bc6\u522b\u63a5\u53e3&#xff08;\u8054\u52a8\u591a\u6a21\u6001&#xff0c;\u672c\u6587\u91cd\u70b9\u8bb2\u56fe\u7247&#xff0c;\u6682\u4e0d\u5c55\u5f00&#xff09;\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6838\u5fc3\u4ee3\u7801\u7247\u6bb5&#xff08;\u53d1\u7968\u8bc6\u522b\u63a5\u53e3&#xff09;&#xff0c;\u91cd\u70b9\u770b\u53c2\u6570\u6821\u9a8c\u548c\u6a21\u578b\u8c03\u7528\u903b\u8f91&#xff1a;<\/p>\n<p><span class=\"token annotation punctuation\">&#064;PostMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/analyze-invoice&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token class-name\">ResponseEntity<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">MultiModalResponse<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">analyzeInvoice<\/span><span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token annotation punctuation\">&#064;RequestBody<\/span> <span class=\"token class-name\">MultiModalRequest<span class=\"token punctuation\">.<\/span>InvoiceAnalysis<\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    log<span class=\"token punctuation\">.<\/span><span class=\"token function\">info<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6536\u5230\u53d1\u7968\u8bc6\u522b\u8bf7\u6c42&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> result<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u6821\u9a8c\u56fe\u7247\u8f93\u5165&#xff0c;\u5fc5\u987b\u63d0\u4f9bimageUrl\u6216base64Image<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getImageUrl<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span>request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getImageUrl<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            result <span class=\"token operator\">&#061;<\/span> visionService<span class=\"token punctuation\">.<\/span><span class=\"token function\">analyzeInvoiceImage<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getImageUrl<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getBase64Image<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span>request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getBase64Image<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            result <span class=\"token operator\">&#061;<\/span> visionService<span class=\"token punctuation\">.<\/span><span class=\"token function\">analyzeBase64Image<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                    request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getBase64Image<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getImageFormat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token function\">buildInvoicePrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/ \u5185\u7f6e\u53d1\u7968\u63d0\u53d6Prompt<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">ResponseEntity<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">badRequest<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">body<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">MultiModalResponse<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">error<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;invoice&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8bf7\u63d0\u4f9b imageUrl \u6216 base64Image&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">ResponseEntity<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">ok<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">MultiModalResponse<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">success<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;invoice&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">catch<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Exception<\/span> e<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        log<span class=\"token punctuation\">.<\/span><span class=\"token function\">error<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u53d1\u7968\u8bc6\u522b\u5931\u8d25&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">ResponseEntity<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">internalServerError<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">body<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">MultiModalResponse<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">error<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;invoice&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u8fd9\u91cc\u7684\u5173\u952e\u662f\u201c\u53c2\u6570\u6821\u9a8c\u201d\u548c\u201c\u5f02\u5e38\u5904\u7406\u201d\u2014\u2014\u624b\u6413\u529f\u80fd\u65f6&#xff0c;\u5f02\u5e38\u573a\u666f\u4e00\u5b9a\u8981\u8003\u8651\u5230&#xff0c;\u6bd4\u5982\u7528\u6237\u672a\u63d0\u4f9b\u56fe\u7247\u3001\u56fe\u7247\u683c\u5f0f\u9519\u8bef\u3001\u6a21\u578b\u8c03\u7528\u5931\u8d25&#xff0c;\u90fd\u8981\u8fd4\u56de\u53cb\u597d\u63d0\u793a&#xff0c;\u907f\u514d\u7528\u6237\u770b\u5230\u6666\u6da9\u7684\u62a5\u9519\u4fe1\u606f\u3002<\/p>\n<h4>3. \u8def\u7531\u5c42&#xff1a;\u8bf7\u6c42\u5206\u53d1&#xff0c;\u89e3\u8026\u591a\u6a21\u6001\u903b\u8f91&#xff08;ModelRouterService&#xff09;<\/h4>\n<p>\u6211\u4eec\u7684\u667a\u80fd\u4f53\u652f\u6301\u6587\u672c\u3001\u97f3\u9891\u3001\u56fe\u7247\u4e09\u79cd\u8f93\u5165\u65b9\u5f0f&#xff0c;\u8def\u7531\u5c42\u7684\u6838\u5fc3\u4f5c\u7528\u662f\u201c\u81ea\u52a8\u8bc6\u522b\u8bf7\u6c42\u7c7b\u578b&#xff0c;\u5206\u53d1\u5230\u5bf9\u5e94\u670d\u52a1\u201d&#xff0c;\u907f\u514d\u63a7\u5236\u5668\u5c42\u903b\u8f91\u81c3\u80bf\u3002<\/p>\n<p>\u6838\u5fc3\u903b\u8f91&#xff1a;\u901a\u8fc7detectInputType\u65b9\u6cd5\u5224\u65ad\u8bf7\u6c42\u7c7b\u578b&#xff08;IMAGE_URL\/IMAGE_BASE64&#xff09;&#xff0c;\u7136\u540e\u8c03\u7528\u5bf9\u5e94\u5904\u7406\u65b9\u6cd5&#xff08;handleImageUrlInput\/handleImageBase64Input&#xff09;&#xff0c;\u540c\u65f6\u652f\u6301\u201ccontinueChat\u201d\u53c2\u6570\u2014\u2014\u5982\u679c\u5f00\u542f&#xff0c;\u4f1a\u5c06\u56fe\u7247\u8bc6\u522b\u7ed3\u679c\u4e0e\u7528\u6237\u95ee\u9898\u62fc\u63a5&#xff0c;\u81ea\u52a8\u4f20\u7ed9ChatService&#xff0c;\u8054\u52a8\u5bf9\u8bdd\u670d\u52a1\u548c\u8865\u8d34\u8ba1\u7b97\u903b\u8f91&#xff0c;\u5b9e\u73b0\u201c\u56fe\u7247\u4e0a\u4f20\u2192\u8bc6\u522b\u2192\u653f\u7b56\u89e3\u7b54\u201d\u7684\u95ed\u73af\u3002<\/p>\n<p>\u6bd4\u5982\u7528\u6237\u4e0a\u4f20\u65e7\u7a7a\u8c03\u56fe\u7247&#xff0c;\u5f00\u542fcontinueChat\u540e&#xff0c;\u8def\u7531\u5c42\u4f1a\u5c06\u8bc6\u522b\u7ed3\u679c&#xff08;\u201c\u65e7\u7a7a\u8c03&#xff0c;\u54c1\u724cXX&#xff0c;\u578b\u53f7XX\u201d&#xff09;\u548c\u7528\u6237\u95ee\u9898&#xff08;\u201c\u8fd9\u4e2a\u7a7a\u8c03\u80fd\u4ee5\u65e7\u6362\u65b0\u5417&#xff1f;\u8865\u8d34\u591a\u5c11&#xff1f;\u201d&#xff09;\u62fc\u63a5&#xff0c;\u4f20\u7ed9ChatService&#xff0c;ChatService\u8054\u52a8\u653f\u7b56\u77e5\u8bc6\u5e93&#xff0c;\u81ea\u52a8\u8ba1\u7b97\u8865\u8d34\u91d1\u989d&#xff0c;\u65e0\u9700\u7528\u6237\u989d\u5916\u8ffd\u95ee\u3002<\/p>\n<h4>4. \u6838\u5fc3\u670d\u52a1\u5c42&#xff1a;\u56fe\u7247\u8bc6\u522b\u7684\u6838\u5fc3\u5b9e\u73b0&#xff08;VisionService&#xff09;<\/h4>\n<p>\u8fd9\u662f\u56fe\u7247\u8bc6\u522b\u529f\u80fd\u7684\u201c\u6838\u5fc3\u5927\u8111\u201d&#xff0c;\u5c01\u88c5\u4e86\u963f\u91cc\u4e91DashScope API\u7684\u8c03\u7528\u903b\u8f91\u3001\u56fe\u7247\u5904\u7406\u3001\u7ed3\u679c\u89e3\u6790&#xff0c;\u4e5f\u662f\u6211\u4eec\u624b\u6413\u5b9e\u73b0\u7684\u91cd\u70b9&#xff0c;\u6838\u5fc3\u65b9\u6cd5\u62c6\u89e3\u5982\u4e0b&#xff1a;<\/p>\n<h5>&#xff08;1&#xff09;analyzeBase64Image&#xff1a;Base64\u56fe\u7247\u8bc6\u522b&#xff08;\u6838\u5fc3\u65b9\u6cd5&#xff09;<\/h5>\n<p>\u8be5\u65b9\u6cd5\u8d1f\u8d23\u5904\u7406\u524d\u7aef\u4f20\u5165\u7684Base64\u7f16\u7801\u56fe\u7247&#xff0c;\u6838\u5fc3\u6b65\u9aa4&#xff1a;<\/p>\n<li>\n<p>\u62fc\u63a5Data URI&#xff1a;\u5c06Base64\u7f16\u7801\u4e0e\u56fe\u7247\u683c\u5f0f\u62fc\u63a5&#xff0c;\u751f\u6210\u6807\u51c6\u7684Data URI&#xff08;\u683c\u5f0f&#xff1a;data:image\/\u683c\u5f0f;base64,\u7f16\u7801\u5185\u5bb9&#xff09;&#xff0c;\u786e\u4fdd\u963f\u91cc\u4e91\u6a21\u578b\u80fd\u6b63\u786e\u8bc6\u522b&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u6784\u9020\u591a\u6a21\u6001\u8bf7\u6c42&#xff1a;\u521b\u5efa\u7528\u6237\u6d88\u606f&#xff0c;\u5305\u542b\u56fe\u7247Data URI\u548c\u7528\u6237\u95ee\u9898&#xff08;\u6216\u5185\u7f6ePrompt&#xff09;&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u8c03\u7528DashScope API&#xff1a;\u901a\u8fc7MultiModalConversation\u7c7b\u8c03\u7528\u4e91\u7aef\u6a21\u578b&#xff0c;\u4f20\u5165apiKey\u3001\u6a21\u578b\u540d\u79f0\u3001\u8bf7\u6c42\u6d88\u606f&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u89e3\u6790\u7ed3\u679c&#xff1a;\u8c03\u7528extractTextFromResult\u65b9\u6cd5&#xff0c;\u4ece\u6a21\u578b\u8fd4\u56de\u7684\u7ed3\u679c\u4e2d\u63d0\u53d6\u7eaf\u6587\u672c\u5185\u5bb9&#xff08;\u7ed3\u6784\u5316\u4fe1\u606f&#xff09;&#xff0c;\u4fbf\u4e8e\u540e\u7eed\u8054\u52a8\u5bf9\u8bdd\u670d\u52a1\u3002<\/p>\n<\/li>\n<p>\u6838\u5fc3\u4ee3\u7801\u7247\u6bb5&#xff1a;<\/p>\n<p><span class=\"token keyword\">public<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">analyzeBase64Image<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> base64Image<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> imageFormat<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> question<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    log<span class=\"token punctuation\">.<\/span><span class=\"token function\">info<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u5f00\u59cbBase64\u56fe\u50cf\u5206\u6790 | \u683c\u5f0f&#061;{}&#034;<\/span><span class=\"token punctuation\">,<\/span> imageFormat<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">MultiModalConversation<\/span> conv <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">MultiModalConversation<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u62fc\u63a5Base64\u4e3a\u6807\u51c6Data URI<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> imageDataUri <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">format<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;data:image\/%s;base64,%s&#034;<\/span><span class=\"token punctuation\">,<\/span> imageFormat<span class=\"token punctuation\">,<\/span> base64Image<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">List<\/span><span class=\"token operator\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token operator\">&amp;<\/span>gt<span class=\"token punctuation\">;<\/span> contentList <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ArrayList<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        contentList<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Collections<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">singletonMap<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;image&#034;<\/span><span class=\"token punctuation\">,<\/span> imageDataUri<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        contentList<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Collections<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">singletonMap<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span> question<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/ \u6784\u9020\u7528\u6237\u6d88\u606f&#xff08;\u591a\u6a21\u6001\u683c\u5f0f&#xff09;<\/span><br \/>\n        <span class=\"token class-name\">MultiModalMessage<\/span> userMessage <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">MultiModalMessage<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">role<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Role<\/span><span class=\"token punctuation\">.<\/span>USER<span class=\"token punctuation\">.<\/span><span class=\"token function\">getValue<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span>contentList<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/ \u6784\u9020\u8bf7\u6c42\u53c2\u6570&#xff08;\u4f20\u5165apiKey\u3001\u6a21\u578b&#xff09;<\/span><br \/>\n        <span class=\"token class-name\">MultiModalConversationParam<\/span> param <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">MultiModalConversationParam<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">apiKey<\/span><span class=\"token punctuation\">(<\/span>config<span class=\"token punctuation\">.<\/span><span class=\"token function\">getApiKey<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">model<\/span><span class=\"token punctuation\">(<\/span>config<span class=\"token punctuation\">.<\/span><span class=\"token function\">getVision<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">getModel<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">message<\/span><span class=\"token punctuation\">(<\/span>userMessage<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/ \u8c03\u7528DashScope API&#xff0c;\u83b7\u53d6\u8bc6\u522b\u7ed3\u679c<\/span><br \/>\n        <span class=\"token class-name\">MultiModalConversationResult<\/span> result <span class=\"token operator\">&#061;<\/span> conv<span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span>param<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u89e3\u6790\u7ed3\u679c&#xff0c;\u63d0\u53d6\u7eaf\u6587\u672c<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> response <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">extractTextFromResult<\/span><span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        log<span class=\"token punctuation\">.<\/span><span class=\"token function\">info<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Base64\u56fe\u50cf\u5206\u6790\u5b8c\u6210 | \u54cd\u5e94\u957f\u5ea6&#061;{}&#034;<\/span><span class=\"token punctuation\">,<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">length<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> response<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">catch<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Exception<\/span> e<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        log<span class=\"token punctuation\">.<\/span><span class=\"token function\">error<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Base64\u56fe\u50cf\u5206\u6790\u5931\u8d25&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">throw<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">RuntimeException<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u56fe\u50cf\u5206\u6790\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h5>&#xff08;2&#xff09;\u4e13\u5c5e\u573a\u666f\u65b9\u6cd5&#xff1a;analyzeInvoiceImage\/analyzeDeviceImage<\/h5>\n<p>\u7ed3\u5408\u653f\u7b56\u54a8\u8be2\u7684\u6838\u5fc3\u573a\u666f&#xff0c;\u6211\u4eec\u5c01\u88c5\u4e86\u4e24\u4e2a\u4e13\u5c5e\u65b9\u6cd5&#xff0c;\u5185\u7f6e\u56fa\u5b9aPrompt&#xff0c;\u786e\u4fdd\u8bc6\u522b\u7ed3\u679c\u662f\u201c\u7ed3\u6784\u5316\u3001\u53ef\u76f4\u63a5\u4f7f\u7528\u201d\u7684&#xff1a;<\/p>\n<ul>\n<li>\n<p>analyzeInvoiceImage&#xff1a;\u9488\u5bf9\u53d1\u7968\u8bc6\u522b&#xff0c;\u5185\u7f6ePrompt&#xff0c;\u8981\u6c42\u6a21\u578b\u63d0\u53d6\u53d1\u7968\u53f7\u7801\u3001\u5f00\u7968\u65e5\u671f\u3001\u91d1\u989d\u7b498\u7c7b\u6838\u5fc3\u4fe1\u606f&#xff0c;\u65e0\u6cd5\u8bc6\u522b\u7684\u6807\u6ce8\u201c\u65e0\u6cd5\u8bc6\u522b\u201d&#xff0c;\u4fbf\u4e8e\u540e\u7eed\u8865\u8d34\u7533\u8bf7\u6821\u9a8c&#xff1b;<\/p>\n<\/li>\n<li>\n<p>analyzeDeviceImage&#xff1a;\u9488\u5bf9\u5bb6\u7535\u8bc6\u522b&#xff0c;\u5185\u7f6ePrompt&#xff0c;\u8981\u6c42\u6a21\u578b\u63d0\u53d6\u5bb6\u7535\u7c7b\u578b\u3001\u54c1\u724c\u3001\u578b\u53f7\u3001\u65b0\u65e7\u72b6\u6001\u7b49\u4fe1\u606f&#xff0c;\u65e0\u6cd5\u8bc6\u522b\u7684\u8bf4\u660e\u539f\u56e0&#xff0c;\u7528\u4e8e\u5339\u914d\u4ee5\u65e7\u6362\u65b0\u653f\u7b56\u3001\u8ba1\u7b97\u8865\u8d34\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u91cc\u7684\u5173\u952e\u662f\u201cPrompt\u5de5\u7a0b\u201d\u2014\u2014\u597d\u7684Prompt\u80fd\u8ba9\u6a21\u578b\u8fd4\u56de\u66f4\u7cbe\u51c6\u3001\u66f4\u7ed3\u6784\u5316\u7684\u7ed3\u679c&#xff0c;\u51cf\u5c11\u540e\u7eed\u7ed3\u679c\u89e3\u6790\u7684\u96be\u5ea6&#xff0c;\u6bd4\u5982\u5bb6\u7535\u8bc6\u522b\u7684Prompt&#xff1a;<\/p>\n<p><span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">buildDevicePrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\n            \u8bf7\u5206\u6790\u8fd9\u5f20\u8bbe\u5907\/\u7535\u5668\u56fe\u7247&#xff0c;\u8bc6\u522b\u4ee5\u4e0b\u4fe1\u606f&#xff1a;<br \/>\n            1. \u8bbe\u5907\u7c7b\u578b&#xff08;\u5982&#xff1a;\u7a7a\u8c03\u3001\u51b0\u7bb1\u3001\u6d17\u8863\u673a\u3001\u7535\u89c6\u3001\u624b\u673a\u7b49&#xff09;<br \/>\n            2. \u54c1\u724c&#xff08;\u5982\u679c\u53ef\u89c1&#xff09;<br \/>\n            3. \u578b\u53f7&#xff08;\u5982\u679c\u53ef\u89c1&#xff09;<br \/>\n            4. \u8bbe\u5907\u72b6\u6001&#xff08;\u65b0\/\u65e7\/\u635f\u574f\u7b49&#xff09;<br \/>\n            5. \u5176\u4ed6\u53ef\u8bc6\u522b\u7684\u7279\u5f81<\/p>\n<p>            \u8bf7\u4ee5\u7ed3\u6784\u5316\u7684\u683c\u5f0f\u8fd4\u56de\u8bc6\u522b\u7ed3\u679c\u3002\u5982\u679c\u67d0\u9879\u4fe1\u606f\u65e0\u6cd5\u8bc6\u522b&#xff0c;\u8bf7\u8bf4\u660e\u539f\u56e0\u3002<br \/>\n            &#034;&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h5>&#xff08;3&#xff09;\u7ed3\u679c\u89e3\u6790&#xff1a;extractTextFromResult<\/h5>\n<p>\u963f\u91cc\u4e91DashScope\u6a21\u578b\u8fd4\u56de\u7684\u7ed3\u679c\u662f\u591a\u6a21\u6001\u683c\u5f0f&#xff0c;\u5305\u542b\u56fe\u7247\u3001\u6587\u672c\u7b49\u5185\u5bb9&#xff0c;\u6211\u4eec\u9700\u8981\u63d0\u53d6\u5176\u4e2d\u7684\u7eaf\u6587\u672c\u5185\u5bb9&#xff0c;\u4fbf\u4e8e\u540e\u7eed\u8054\u52a8\u5bf9\u8bdd\u670d\u52a1\u3002\u8be5\u65b9\u6cd5\u901a\u8fc7\u7c7b\u578b\u8f6c\u6362&#xff0c;\u4ece\u7ed3\u679c\u4e2d\u63d0\u53d6text\u5b57\u6bb5&#xff0c;\u5904\u7406\u7a7a\u503c\u548c\u5f02\u5e38&#xff0c;\u786e\u4fdd\u8fd4\u56de\u7ed3\u679c\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n<h3>\u56db\u3001\u5173\u952e\u4f18\u5316&#xff1a;\u8ba9\u56fe\u7247\u8bc6\u522b\u66f4\u8d34\u5408\u653f\u7b56\u54a8\u8be2\u573a\u666f<\/h3>\n<p>\u624b\u6413\u529f\u80fd&#xff0c;\u4e0d\u4ec5\u8981\u201c\u80fd\u7528\u201d&#xff0c;\u8fd8\u8981\u201c\u597d\u7528\u3001\u8d34\u5408\u4e1a\u52a1\u201d\u3002\u9488\u5bf9\u653f\u7b56\u54a8\u8be2\u667a\u80fd\u4f53\u7684\u573a\u666f&#xff0c;\u6211\u4eec\u505a\u4e863\u4e2a\u5173\u952e\u4f18\u5316&#xff0c;\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u548c\u529f\u80fd\u5b9e\u7528\u6027&#xff1a;<\/p>\n<h4>1. \u81ea\u52a8\u8054\u52a8\u8865\u8d34\u8ba1\u7b97&#xff0c;\u65e0\u9700\u7528\u6237\u989d\u5916\u64cd\u4f5c<\/h4>\n<p>\u5728ChatClientConfig.java\u4e2d&#xff0c;\u6211\u4eec\u4fee\u6539\u4e86SYSTEM_PROMPT&#xff0c;\u65b0\u589e\u201c\u56fe\u7247\u8bc6\u522b\u7ed3\u679c\u5904\u7406\u89c4\u5219\u201d\u2014\u2014AI\u6536\u5230\u56fe\u7247\u8bc6\u522b\u7ed3\u679c&#xff08;\u6bd4\u5982\u201c\u65e7\u7a7a\u8c03&#xff0c;\u4e00\u7ea7\u80fd\u6548\u201d&#xff09;\u540e&#xff0c;\u65e0\u9700\u53cd\u95ee\u7528\u6237\u5bb6\u7535\u7c7b\u578b&#xff0c;\u81ea\u52a8\u8c03\u7528calculateSubsidy\u65b9\u6cd5&#xff0c;\u8ba1\u7b97\u8865\u8d34\u91d1\u989d&#xff0c;\u5b9e\u73b0\u201c\u56fe\u7247\u4e0a\u4f20\u2192\u8bc6\u522b\u2192\u8865\u8d34\u8ba1\u7b97\u2192\u89e3\u7b54\u201d\u7684\u95ed\u73af&#xff0c;\u51cf\u5c11\u591a\u8f6e\u5bf9\u8bdd\u3002<\/p>\n<h4>2. \u79fb\u52a8\u7aef\u9002\u914d&#xff0c;\u4f18\u5316\u56fe\u7247\u9884\u89c8\u4f53\u9a8c<\/h4>\n<p>\u5728MessageBubble.css\u4e2d&#xff0c;\u65b0\u589e.message-images\u548c.message-image-thumb\u6837\u5f0f&#xff0c;\u9002\u914d\u79fb\u52a8\u7aef\u5c4f\u5e55&#xff0c;\u56fe\u7247\u7f29\u7565\u56fe\u81ea\u9002\u5e94\u663e\u793a&#xff0c;\u907f\u514d\u51fa\u73b0\u6a2a\u5411\u6eda\u52a8\u3001\u56fe\u7247\u53d8\u5f62\u7b49\u95ee\u9898&#xff0c;\u6bd5\u7adf\u5f88\u591a\u7528\u6237\u4f1a\u7528\u624b\u673a\u4e0a\u4f20\u56fe\u7247\u3001\u54a8\u8be2\u653f\u7b56\u3002<\/p>\n<h4>3. \u5b8c\u5584\u5f02\u5e38\u5904\u7406&#xff0c;\u8986\u76d6\u5404\u7c7b\u5931\u8d25\u573a\u666f<\/h4>\n<p>\u9488\u5bf9\u56fe\u7247\u8bc6\u522b\u8fc7\u7a0b\u4e2d\u7684\u5404\u7c7b\u5f02\u5e38&#xff0c;\u505a\u4e86\u5168\u9762\u7684\u6355\u83b7\u548c\u5904\u7406&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6a21\u578b\u8c03\u7528\u5931\u8d25&#xff1a;\u8fd4\u56de\u201c\u56fe\u50cf\u5206\u6790\u5931\u8d25\u201d&#043; \u5177\u4f53\u9519\u8bef\u4fe1\u606f&#xff0c;\u4fbf\u4e8e\u7528\u6237\u6392\u67e5&#xff08;\u6bd4\u5982\u56fe\u7247\u683c\u5f0f\u9519\u8bef\u3001apiKey\u65e0\u6548&#xff09;&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u56fe\u7247\u65e0\u6cd5\u8bc6\u522b&#xff1a;\u6a21\u578b\u8fd4\u56de\u201c\u65e0\u6cd5\u8bc6\u522b\u201d\u65f6&#xff0c;AI\u4f1a\u63d0\u793a\u7528\u6237\u201c\u8bf7\u4e0a\u4f20\u6e05\u6670\u7684\u56fe\u7247&#xff0c;\u6216\u8865\u5145\u6587\u5b57\u63cf\u8ff0\u201d&#xff0c;\u5f15\u5bfc\u7528\u6237\u6b63\u786e\u64cd\u4f5c&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u53c2\u6570\u9519\u8bef&#xff1a;\u7528\u6237\u672a\u63d0\u4f9b\u56fe\u7247\u3001\u56fe\u7247\u683c\u5f0f\u4e0d\u652f\u6301\u65f6&#xff0c;\u63a7\u5236\u5668\u8fd4\u56de\u53cb\u597d\u63d0\u793a&#xff0c;\u907f\u514d\u6666\u6da9\u7684\u6280\u672f\u62a5\u9519\u3002<\/p>\n<\/li>\n<\/ul>\n<h3>\u4e94\u3001\u8e29\u5751\u5b9e\u5f55&#xff1a;\u624b\u6413\u8fc7\u7a0b\u4e2d\u9047\u5230\u76843\u4e2a\u5751&#xff0c;\u53ca\u89e3\u51b3\u65b9\u6848<\/h3>\n<p>\u6ca1\u6709\u4e00\u5e06\u98ce\u987a\u7684\u624b\u6413\u8fc7\u7a0b&#xff0c;\u8bb0\u5f553\u4e2a\u5b9e\u9645\u9047\u5230\u7684\u5751&#xff0c;\u5e0c\u671b\u80fd\u7ed9\u540c\u6837\u624b\u6413Agent\u7684\u670b\u53cb\u907f\u5751&#xff1a;<\/p>\n<h4>\u57511&#xff1a;Base64\u683c\u5f0f\u62fc\u63a5\u9519\u8bef&#xff0c;\u5bfc\u81f4\u6a21\u578b\u65e0\u6cd5\u8bc6\u522b\u56fe\u7247<\/h4>\n<p>\u95ee\u9898&#xff1a;\u524d\u7aef\u4f20\u5165Base64\u7f16\u7801\u540e&#xff0c;\u540e\u7aef\u76f4\u63a5\u4f20\u7ed9\u6a21\u578b&#xff0c;\u6a21\u578b\u8fd4\u56de\u201c\u65e0\u6cd5\u8bc6\u522b\u56fe\u7247\u201d\u3002<\/p>\n<p>\u539f\u56e0&#xff1a;\u5fd8\u8bb0\u62fc\u63a5Data URI\u683c\u5f0f&#xff0c;\u6a21\u578b\u65e0\u6cd5\u8bc6\u522b\u7eafBase64\u7f16\u7801&#xff0c;\u9700\u8981\u62fc\u63a5\u4e3a\u201cdata:image\/\u683c\u5f0f;base64,\u7f16\u7801\u5185\u5bb9\u201d\u3002<\/p>\n<p>\u89e3\u51b3\u65b9\u6848&#xff1a;\u5728analyzeBase64Image\u65b9\u6cd5\u4e2d&#xff0c;\u65b0\u589eimageDataUri\u62fc\u63a5\u903b\u8f91&#xff0c;\u786e\u4fdd\u683c\u5f0f\u6b63\u786e\u3002<\/p>\n<h4>\u57512&#xff1a;\u524d\u7aeflint\u62a5\u9519&#xff0c;lastContentTime\u672a\u4f7f\u7528<\/h4>\n<p>\u95ee\u9898&#xff1a;\u524d\u7aef\u4fee\u6539\u540e&#xff0c;npm run 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