{"id":37672,"date":"2025-02-02T07:01:11","date_gmt":"2025-02-01T23:01:11","guid":{"rendered":"https:\/\/17aitech.com\/?p=37672"},"modified":"2025-02-02T07:01:11","modified_gmt":"2025-02-01T23:01:11","slug":"%e5%bc%95%e9%a2%86%e4%ba%ba%e6%9c%ba%e4%ba%a4%e4%ba%92%e9%9d%a9%e5%91%bd%ef%bc%9f%e5%be%ae%e8%bd%af%e7%a0%94%e7%a9%b6%e5%9b%a2%e9%98%9f%e5%8f%91%e5%b8%8380%e9%a1%b5%e7%9a%84%e5%a4%a7%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37672","title":{"rendered":"\u5f15\u9886\u4eba\u673a\u4ea4\u4e92\u9769\u547d\uff1f\u5fae\u8f6f\u7814\u7a76\u56e2\u961f\u53d1\u5e0380\u9875\u7684\u5927\u6a21\u578bGUI\u667a\u80fd\u4f53\u7efc\u8ff0"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-09-14\" target=\"_blank\">\u5f15\u9886\u4eba\u673a\u4ea4\u4e92\u9769\u547d\uff1f\u5fae\u8f6f\u7814\u7a76\u56e2\u961f\u53d1\u5e0380\u9875\u7684\u5927\u6a21\u578bGUI\u667a\u80fd\u4f53\u7efc\u8ff0<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-6cfee410c70ebe53b992a755501fef67.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-6cfee410c70ebe53b992a755501fef67.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<p><strong>\u672c\u8bba\u6587\u7684\u4e3b\u8981\u4f5c\u8005 Chaoyun Zhang\u3001Shilin He\u3001Liqun Li\uff0cSi Qin \u7b49\u5747\u6765\u81ea Data, Knowledge, and Intelligence (DKI) \u56e2\u961f\uff0c\u4e3a\u5fae\u8f6f Windows GUI Agent UFO \u7684\u6838\u5fc3\u5f00\u53d1\u56e2\u961f\u7684\u6210\u5458\u3002<\/strong><\/p>\n<p>\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08Graphical User Interface, GUI\uff09\u4f5c\u4e3a\u6570\u5b57\u65f6\u4ee3\u6700\u5177\u4ee3\u8868\u6027\u7684\u521b\u65b0\u4e4b\u4e00\uff0c\u5927\u5e45\u7b80\u5316\u4e86\u4eba\u673a\u4ea4\u4e92\u7684\u590d\u6742\u5ea6\u3002\u4ece\u7b80\u5355\u7684\u56fe\u6807\u3001\u6309\u94ae\u3001\u7a97\u53e3\u5230\u590d\u6742\u7684\u591a\u5e94\u7528\u5de5\u4f5c\u6d41\u7a0b\uff0cGUI \u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u76f4\u89c2\u3001\u53cb\u597d\u7684\u64cd\u4f5c\u4f53\u9a8c\u3002\u7136\u800c\uff0c\u5728\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u5347\u7ea7\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4f20\u7edf\u7684 GUI \u64cd\u63a7\u65b9\u5f0f\u59cb\u7ec8\u9762\u4e34\u8bf8\u591a\u6280\u672f\u6311\u6218\u3002\u4ee5\u5f80\u7684\u811a\u672c\u5316\u6216\u89c4\u5219\u9a71\u52a8\u65b9\u6cd5\u5728\u7279\u5b9a\u573a\u666f\u4e0b\u786e\u5b9e\u6709\u6240\u5e2e\u52a9\uff0c\u4f46\u968f\u7740\u73b0\u4ee3\u5e94\u7528\u73af\u5883\u7684\u65e5\u76ca\u590d\u6742\u548c\u52a8\u6001\u5316\uff0c\u5b83\u4eec\u7684\u5c40\u9650\u6027\u6108\u53d1\u51f8\u663e\u3002<\/p>\n<p>\u8fd1\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u7684\u5feb\u901f\u53d1\u5c55\u4e3a\u6b64\u9886\u57df\u5e26\u6765\u4e86\u53d8\u9769\u6027\u673a\u9047\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u5fae\u8f6f\u7814\u7a76\u56e2\u961f\u53d1\u5e03\u4e86\u4e00\u7bc7\u957f\u8fbe 80 \u9875\u3001\u903e 3 \u4e07\u5b57\u7684\u7efc\u8ff0\u8bba\u6587\u300aLarge Language Model-Brained GUI Agents: A Survey\u300b\u3002\u8fd9\u4efd\u7efc\u8ff0\u7cfb\u7edf\u68b3\u7406\u4e86\u5927\u6a21\u578b\u9a71\u52a8\u7684 GUI \u667a\u80fd\u4f53\u5728\u73b0\u72b6\u3001\u6280\u672f\u6846\u67b6\u3001\u6311\u6218\u4e0e\u5e94\u7528\u7b49\u65b9\u9762\u7684\u7814\u7a76\u8fdb\u5c55\u3002\u8bba\u6587\u6307\u51fa\uff0c\u901a\u8fc7\u5c06\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u4e0e\u591a\u6a21\u6001\u6a21\u578b\uff08Visual Language Models, VLMs\uff09\u76f8\u7ed3\u5408\uff0cGUI \u667a\u80fd\u4f53\u53ef\u4ee5\u6839\u636e\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u81ea\u52a8\u64cd\u4f5c\u56fe\u5f62\u754c\u9762\uff0c\u5e76\u5b8c\u6210\u590d\u6742\u7684\u591a\u6b65\u9aa4\u4efb\u52a1\u3002\u8fd9\u4e00\u7a81\u7834\u4e0d\u4ec5\u8d85\u8d8a\u4e86\u4f20\u7edf GUI \u81ea\u52a8\u5316\u7684\u56fa\u6709\u74f6\u9888\uff0c\u66f4\u63a8\u52a8\u4e86\u4eba\u673a\u4ea4\u4e92\u65b9\u5f0f\u4ece\u300c<strong>\u70b9\u51fb + \u8f93\u5165<\/strong>\u300d\u5411\u300c<strong>\u81ea\u7136\u8bed\u8a00 + \u667a\u80fd\u64cd\u4f5c<\/strong>\u300d\u7684\u8dc3\u8fc1\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-36e0491e0e3d1969112cdd05b9b9a11a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-36e0491e0e3d1969112cdd05b9b9a11a.png\"><\/a><\/section>\n<section>\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2411.18279<\/section>\n<section><\/section>\n<section><strong>\u4f20\u7edf GUI \u81ea\u52a8\u5316\u7684\u5c40\u9650\u4e0e\u65b0\u6311\u6218<\/strong><\/section>\n<section><\/section>\n<section>\u8fc7\u53bb\u6570\u5341\u5e74\u4e2d\uff0cGUI \u81ea\u52a8\u5316\u6280\u672f\u4e3b\u8981\u4f9d\u9760\u4e24\u5927\u9014\u5f84\uff1a<\/section>\n<section><\/section>\n<ol>\n<li>\n<section><strong>\u811a\u672c\u5316\u65b9\u6cd5<\/strong>\uff1a\u5982 Selenium\u3001AutoIt \u7b49\u5de5\u5177\u4f9d\u8d56\u9884\u5148\u7f16\u5199\u7684\u56fa\u5b9a\u811a\u672c\uff0c\u4ee5\u6a21\u62df\u70b9\u51fb\u3001\u8f93\u5165\u7b49\u64cd\u4f5c\u3002\u8fd9\u7c7b\u65b9\u6cd5\u9002\u7528\u4e8e\u76f8\u5bf9\u7a33\u5b9a\u7684\u754c\u9762\u548c\u6d41\u7a0b\uff0c\u4f46\u5f53\u754c\u9762\u9891\u7e41\u66f4\u65b0\u6216\u5e03\u5c40\u52a8\u6001\u53d8\u5316\u65f6\uff0c\u811a\u672c\u6613\u5931\u6548\u4e14\u7ef4\u62a4\u6210\u672c\u9ad8\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u89c4\u5219\u9a71\u52a8\u65b9\u6cd5<\/strong>\uff1a\u6839\u636e\u9884\u8bbe\u89c4\u5219\u8bc6\u522b GUI \u7ec4\u4ef6\uff08\u5982\u6309\u94ae\u3001\u8f93\u5165\u6846\uff09\u5e76\u6267\u884c\u76f8\u5e94\u64cd\u4f5c\u3002\u8fd9\u7c7b\u65b9\u6cd5\u7f3a\u4e4f\u7075\u6d3b\u6027\uff0c\u96be\u4ee5\u5e94\u5bf9\u590d\u6742\u6216\u975e\u6807\u51c6\u5316\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002<\/section>\n<\/li>\n<\/ol>\n<section><\/section>\n<section>\u8fd9\u4e9b\u4f20\u7edf\u65b9\u6cd5\u5728\u9762\u5bf9\u9ad8\u5ea6\u52a8\u6001\u3001\u8de8\u5e94\u7528\u7684\u590d\u6742\u4efb\u52a1\u65f6\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u3002\u4f8b\u5982\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5982\u4f55\u8ba9\u81ea\u52a8\u5316\u7cfb\u7edf\u7406\u89e3\u7f51\u9875\u5185\u5bb9\u5e76\u4ece\u4e2d\u63d0\u53d6\u7528\u6237\u6240\u9700\u7684\u5173\u952e\u4fe1\u606f\uff1f<\/section>\n<\/li>\n<li>\n<section>\u5982\u4f55\u9002\u5e94\u4e0d\u540c\u8bbe\u5907\u3001\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u7684\u591a\u6837\u5316 GUI \u754c\u9762\uff1f<\/section>\n<\/li>\n<li>\n<section>\u5982\u4f55\u5728\u591a\u6b65\u9aa4\u4efb\u52a1\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\u7684\u8fde\u8d2f\u4e0e\u4e00\u81f4\u6027\uff1f<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u5927\u6a21\u578b\uff1a\u667a\u80fd\u5316 GUI \u4ea4\u4e92\u7684\u5f15\u64ce<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c31ec6f09490acca63d05cef5bf834bc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c31ec6f09490acca63d05cef5bf834bc.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 1\uff1aGUI \u667a\u80fd\u4f53\u7684\u6982\u5ff5\u5c55\u793a\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5fae\u8f6f\u7684\u7efc\u8ff0\u6307\u51fa\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5728\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\u4e2d\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\uff0c\u5176\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u4e09\u4e2a\u65b9\u9762\uff1a<\/section>\n<section><\/section>\n<section><strong>1. \u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e0e\u4efb\u52a1\u89c4\u5212<\/strong><\/section>\n<section><\/section>\n<section>\u4ee5 GPT \u7cfb\u5217\u4e3a\u4ee3\u8868\u7684\u5927\u6a21\u578b\u62e5\u6709\u51fa\u8272\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\u3002\u5b83\u4eec\u80fd\u591f\u5c06\u7528\u6237\u7b80\u5355\u76f4\u89c2\u7684\u6307\u4ee4\uff08\u5982\u300c\u6253\u5f00\u6587\u4ef6\uff0c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u7136\u540e\u53d1\u9001\u7ed9\u540c\u4e8b\u300d\uff09\u81ea\u52a8\u89e3\u6790\u4e3a\u4e00\u7cfb\u5217\u53ef\u6267\u884c\u7684\u64cd\u4f5c\u6b65\u9aa4\u3002\u901a\u8fc7\u591a\u6b65\u63a8\u7406\uff08Chain-of-Thought\uff09\u548c\u4efb\u52a1\u5206\u89e3\uff0c\u667a\u80fd\u4f53\u53ef\u9010\u6b65\u5b8c\u6210\u6781\u4e3a\u590d\u6742\u7684\u6d41\u7a0b\u3002<\/section>\n<section><\/section>\n<section><strong>2. \u89c6\u89c9\u7406\u89e3\u4e0e\u73af\u5883\u611f\u77e5<\/strong><\/section>\n<section><\/section>\n<section>\u5f15\u5165\u591a\u6a21\u6001\u6280\u672f\u540e\uff0c\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff08VLM\uff09\u53ef\u5904\u7406\u6587\u672c\u4e0e\u89c6\u89c9\u4fe1\u606f\u3002\u901a\u8fc7\u5206\u6790 GUI \u622a\u56fe\u6216 UI \u7ed3\u6784\u6811\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u7406\u89e3\u754c\u9762\u5143\u7d20\uff08\u6309\u94ae\u3001\u83dc\u5355\u3001\u6587\u672c\u6846\uff09\u7684\u5e03\u5c40\u548c\u542b\u4e49\u3002\u8fd9\u4e3a\u667a\u80fd\u4f53\u63d0\u4f9b\u4e86\u7c7b\u4f3c\u4eba\u7c7b\u7684\u89c6\u89c9\u7406\u89e3\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u52a8\u6001\u754c\u9762\u4e2d\u6267\u884c\u7cbe\u51c6\u64cd\u4f5c\u3002\u5982\u81ea\u52a8\u5728\u7f51\u9875\u4e2d\u5b9a\u4f4d\u641c\u7d22\u680f\u5e76\u8f93\u5165\u5173\u952e\u8bcd\uff0c\u6216\u5728\u684c\u9762\u5e94\u7528\u4e2d\u627e\u5230\u7279\u5b9a\u6309\u94ae\u8fdb\u884c\u590d\u5236\u3001\u7c98\u8d34\u64cd\u4f5c\u3002<\/section>\n<section><\/section>\n<section><strong>3. \u52a8\u6001\u6267\u884c\u4e0e\u81ea\u9002\u5e94\u80fd\u529b<\/strong><\/section>\n<section><\/section>\n<section>\u76f8\u8f83\u4f20\u7edf\u811a\u672c\u65b9\u6cd5\uff0c\u4f7f\u7528\u5927\u6a21\u578b\u7684 GUI \u667a\u80fd\u4f53\u80fd\u5bf9\u5b9e\u65f6\u53cd\u9988\u505a\u51fa\u54cd\u5e94\uff0c\u5e76\u52a8\u6001\u8c03\u6574\u7b56\u7565\u3002\u5f53\u754c\u9762\u72b6\u6001\u53d8\u5316\u6216\u51fa\u73b0\u9519\u8bef\u63d0\u793a\u65f6\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u5c1d\u8bd5\u65b0\u7684\u8def\u5f84\u4e0e\u65b9\u6848\uff0c\u800c\u4e0d\u518d\u4f9d\u8d56\u56fa\u5b9a\u7684\u811a\u672c\u6d41\u7a0b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-47c98bb1125f2d9f42a96174df73f60c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-47c98bb1125f2d9f42a96174df73f60c.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2\uff1aGUI \u667a\u80fd\u4f53\u7684\u53d1\u5c55\u548c\u4e3b\u8981\u5de5\u4f5c\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5728\u5927\u6a21\u578b\u7684\u52a0\u6301\u4e0b\uff0cGUI \u667a\u80fd\u4f53\u4e3a\u4eba\u673a\u4ea4\u4e92\u5e26\u6765\u4e86\u8d28\u53d8\u7684\u63d0\u5347\u3002\u7528\u6237\u4ec5\u9700\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u667a\u80fd\u4f53\u5373\u53ef\u5b8c\u6210\u539f\u672c\u9700\u8981\u7e41\u7410\u70b9\u51fb\u548c\u590d\u6742\u64cd\u4f5c\u624d\u80fd\u8fbe\u6210\u7684\u76ee\u6807\u3002\u8fd9\u4e0d\u4ec5\u964d\u4f4e\u4e86\u7528\u6237\u7684\u64cd\u4f5c\u548c\u5b66\u4e60\u6210\u672c\uff0c\u4e5f\u51cf\u5c11\u4e86\u5bf9\u7279\u5b9a\u8f6f\u4ef6 API \u7684\u4f9d\u8d56\uff0c\u63d0\u5347\u4e86\u7cfb\u7edf\u901a\u7528\u6027\u3002\u5982\u56fe 2 \u6240\u793a\uff0c\u81ea 2023 \u5e74\u4ee5\u6765\uff0c\u4ee5\u5927\u6a21\u578b\u9a71\u52a8\u7684 GUI \u667a\u80fd\u4f53\u4e3a\u4e3b\u9898\u7684\u7814\u7a76\u5c42\u51fa\u4e0d\u7a77\uff0c\u9010\u6e10\u6210\u4e3a\u524d\u6cbf\u70ed\u70b9\u3002<\/section>\n<section><\/section>\n<section><strong>GUI \u667a\u80fd\u4f53\u7684\u6838\u5fc3\u67b6\u6784<\/strong><\/section>\n<section><\/section>\n<section>\u5fae\u8f6f\u7684\u7efc\u8ff0\u6307\u51fa\uff0c\u4e00\u4e2a\u5927\u6a21\u578b\u9a71\u52a8\u7684 GUI \u667a\u80fd\u4f53\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u5173\u952e\u7ec4\u4ef6\uff0c\u5982\u56fe 3 \u6240\u793a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-002a6ca10298548d5f2f69b0eaf3d478.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-002a6ca10298548d5f2f69b0eaf3d478.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3\uff1aGUI \u667a\u80fd\u4f53\u57fa\u672c\u67b6\u6784\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>1. \u64cd\u4f5c\u73af\u5883\u611f\u77e5<\/strong><\/section>\n<section><\/section>\n<section>\u8f93\u5165\u6570\u636e\u5305\u62ec GUI \u622a\u56fe\u3001UI \u7ed3\u6784\u6811\u3001\u5143\u7d20\u5c5e\u6027\uff08\u7c7b\u578b\u3001\u6807\u7b7e\u3001\u4f4d\u7f6e\uff09\u4ee5\u53ca\u7a97\u53e3\u5c42\u7ea7\u4fe1\u606f\u3002\u901a\u8fc7 Windows UI Automation\u3001Android Accessibility API \u7b49\u5de5\u5177\uff0c\u667a\u80fd\u4f53\u53ef\u6709\u6548\u6355\u83b7\u754c\u9762\u4fe1\u606f\u3002<\/section>\n<section><\/section>\n<section><strong>2. \u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u667a\u80fd\u4f53\u5c06\u7528\u6237\u6307\u4ee4\u4e0e\u5f53\u524d GUI \u72b6\u6001\u76f8\u7ed3\u5408\uff0c\u6784\u5efa\u8f93\u5165\u63d0\u793a\uff08Prompt\uff09\uff0c\u5e76\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u751f\u6210\u4e0b\u4e00\u6b65\u64cd\u4f5c\u8ba1\u5212\u3002\u4f8b\u5982\uff1a\u300c\u7528\u6237\u6307\u4ee4 + \u754c\u9762\u622a\u56fe + UI \u5143\u7d20\u5c5e\u6027\u300d \u7ecf\u8fc7 LLM \u5904\u7406\u540e\uff0c\u667a\u80fd\u4f53\u5c06\u8f93\u51fa\u660e\u786e\u7684\u64cd\u4f5c\u6b65\u9aa4\uff08\u70b9\u51fb\u3001\u8f93\u5165\u3001\u62d6\u62fd\u7b49\uff09\u3002<\/section>\n<section><\/section>\n<section><strong>3. \u6a21\u578b\u63a8\u7406<\/strong><\/section>\n<section><\/section>\n<section>\u5c06\u6784\u5efa\u597d\u7684 Prompt \u8f93\u5165 LLM \u540e\uff0c\u6a21\u578b\u4f1a\u9884\u6d4b\u540e\u7eed\u7684\u6267\u884c\u52a8\u4f5c\u548c\u8ba1\u5212\u6b65\u9aa4\u3002<\/section>\n<section><\/section>\n<section><strong>4. \u64cd\u4f5c\u6267\u884c<\/strong><\/section>\n<section><\/section>\n<section>\u667a\u80fd\u4f53\u6839\u636e LLM \u8f93\u51fa\u7684\u9ad8\u5c42\u6307\u4ee4\u8fdb\u884c\u5b9e\u9645\u64cd\u4f5c\uff0c\u5982\u9f20\u6807\u70b9\u51fb\u3001\u952e\u76d8\u8f93\u5165\u6216\u89e6\u6478\u64cd\u4f5c\uff0c\u4ece\u800c\u5728\u7f51\u9875\u3001\u79fb\u52a8\u5e94\u7528\u6216\u684c\u9762\u7cfb\u7edf\u4e2d\u5b8c\u6210\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section><strong>5. \u8bb0\u5fc6\u673a\u5236<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u5e94\u5bf9\u591a\u6b65\u9aa4\u590d\u6742\u4efb\u52a1\uff0cGUI \u667a\u80fd\u4f53\u8bbe\u8ba1\u4e86\u77ed\u671f\u8bb0\u5fc6\uff08STM\uff09\u4e0e\u957f\u671f\u8bb0\u5fc6\uff08LTM\uff09\u673a\u5236\uff0c\u7528\u4e8e\u8ddf\u8e2a\u4efb\u52a1\u8fdb\u5ea6\u548c\u5386\u53f2\u64cd\u4f5c\uff0c\u786e\u4fdd\u4e0a\u4e0b\u6587\u7684\u4e00\u81f4\u6027\u4e0e\u8fde\u8d2f\u6027\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u66f4\u9ad8\u9636\u7684\u6280\u672f\uff08\u5982\u57fa\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u00a0<strong>GUI \u89e3\u6790\u3001\u591a\u667a\u80fd\u4f53\u534f\u540c\u3001\u81ea\u6211\u53cd\u601d\u4e0e\u8fdb\u5316\u3001\u5f3a\u5316\u5b66\u4e60<\/strong>\u7b49\uff09\u4e5f\u5728\u4e0d\u65ad\u63a2\u7d22\u4e2d\u3002\u8fd9\u4e9b\u6280\u672f\u5c06\u4f7f GUI \u667a\u80fd\u4f53\u65e5\u76ca\u5f3a\u5927\u548c\u5b8c\u5584\u3002\u5fae\u8f6f\u7684\u7efc\u8ff0\u5df2\u5bf9\u8fd9\u4e9b\u524d\u6cbf\u65b9\u5411\u8fdb\u884c\u4e86\u8be6\u7ec6\u8bba\u8ff0\u3002<\/section>\n<section><\/section>\n<section><strong>GUI \u667a\u80fd\u4f53\u6846\u67b6\u3001\u6570\u636e\u3001\u6a21\u578b\u4e0e\u6d4b\u8bc4\uff1a\u5168\u9762\u68b3\u7406\u4e0e\u5b9e\u8df5\u6307\u5357<\/strong><\/section>\n<section><\/section>\n<section>\u5fae\u8f6f\u7684\u7efc\u8ff0\u5bf9\u8be5\u9886\u57df\u7684\u53d1\u5c55\u8def\u5f84\u8fdb\u884c\u4e86\u7cfb\u7edf\u6027\u603b\u7ed3\uff0c\u6db5\u76d6\u6846\u67b6\u8bbe\u8ba1\u3001\u6570\u636e\u91c7\u96c6\u3001\u6a21\u578b\u4f18\u5316\u548c\u6027\u80fd\u6d4b\u8bc4\uff0c\u4e3a\u7814\u7a76\u8005\u4e0e\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u6307\u5bfc\u6846\u67b6\u3002<\/section>\n<section><\/section>\n<section><strong>1. \u6846\u67b6\u8bbe\u8ba1\uff1a\u591a\u5e73\u53f0\u9002\u914d\u4e0e\u8de8\u9886\u57df\u6269\u5c55<\/strong><\/section>\n<section><\/section>\n<section>\u5f53\u4e0b GUI \u667a\u80fd\u4f53\u7684\u6846\u67b6\u8bbe\u8ba1\u6839\u636e\u5e94\u7528\u573a\u666f\u548c\u5e73\u53f0\u7279\u6027\uff0c\u53ef\u5206\u4e3a\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>Web \u5e73\u53f0\u667a\u80fd\u4f53\uff1a\u5982 WebAgent \u4e0e SeeAct \u57fa\u4e8e HTML DOM \u6216\u53ef\u89c6\u5316\u7279\u5f81\uff0c\u6267\u884c\u7f51\u9875\u5bfc\u822a\u3001\u6570\u636e\u6293\u53d6\u3001\u8868\u5355\u586b\u5199\u7b49\u591a\u6b65\u9aa4\u64cd\u4f5c\u3002<\/section>\n<\/li>\n<li>\n<section>\u79fb\u52a8\u5e73\u53f0\u667a\u80fd\u4f53\uff1a\u901a\u8fc7 iOS \u548c Android \u7684 Accessibility API \u83b7\u53d6 UI \u5c42\u7ea7\u7ed3\u6784\uff0c\u5982 AppAgent\u3001AutoDroid \u53ef\u5e94\u5bf9\u79fb\u52a8\u7aef\u590d\u6742 UI \u5e03\u5c40\u4e0e\u591a\u79cd\u624b\u52bf\u64cd\u4f5c\u3002<\/section>\n<\/li>\n<li>\n<section>\u684c\u9762\u5e73\u53f0\u667a\u80fd\u4f53\uff1a\u5982\u5fae\u8f6f\u7684 UFO \u667a\u80fd\u4f53\uff0c\u901a\u8fc7\u5206\u6790 Windows\u3001macOS \u7684 GUI \u5c42\u7ea7\u6811\u548c API \u8c03\u7528\u6765\u6a21\u62df\u952e\u9f20\u64cd\u4f5c\uff0c\u5b8c\u6210\u8de8\u8f6f\u4ef6\u7684\u4efb\u52a1\u6267\u884c\u3002<\/section>\n<\/li>\n<li>\n<section>\u8de8\u5e73\u53f0\u667a\u80fd\u4f53\uff1a\u5982 AGUVI\uff0c\u901a\u7528\u6846\u67b6\u53ef\u9002\u5e94\u591a\u79cd\u8bbe\u5907\u4e0e\u7cfb\u7edf\uff0c\u4e3a\u8de8\u5e73\u53f0\u81ea\u52a8\u5316\u5960\u5b9a\u57fa\u7840\u3002\u8fd9\u7c7b\u667a\u80fd\u4f53\u5177\u5907\u66f4\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u53ef\u81ea\u7531\u8fc1\u79fb\u4e8e\u4e0d\u540c\u5e73\u53f0\u4e4b\u95f4\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8fd9\u4e9b\u6846\u67b6\u7684\u63d0\u51fa\u4e0e\u9a8c\u8bc1\uff0c\u4e3a GUI \u667a\u80fd\u4f53\u5728\u5404\u7c7b\u5e94\u7528\u573a\u666f\u4e2d\u843d\u5730\u63d0\u4f9b\u4e86\u53ef\u80fd\u6027\uff0c\u5e76\u4e3a\u8de8\u5e73\u53f0\u81ea\u52a8\u5316\u6253\u9020\u4e86\u575a\u5b9e\u57fa\u7840\u3002<\/section>\n<section><\/section>\n<section><strong>2. \u6570\u636e\u91c7\u96c6\uff1a\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u6784\u5efa<\/strong><\/section>\n<section><\/section>\n<section>\u9ad8\u6548\u7cbe\u51c6\u7684 GUI \u64cd\u4f5c\u79bb\u4e0d\u5f00\u4e30\u5bcc\u3001\u771f\u5b9e\u7684\u6570\u636e\u652f\u6491\uff0c\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>GUI \u73af\u5883\u6570\u636e\uff1a\u622a\u56fe\u3001UI \u5143\u7d20\u5c5e\u6027\uff08\u7c7b\u578b\u3001\u6807\u7b7e\u3001\u4f4d\u7f6e\uff09\u3001\u7a97\u53e3\u5c42\u7ea7\u4fe1\u606f\u7b49\uff0c\u4e3a\u667a\u80fd\u4f53\u63d0\u4f9b\u89c6\u89c9\u4e0e\u7ed3\u6784\u5316\u4fe1\u606f\u57fa\u7840\u3002<\/section>\n<\/li>\n<li>\n<section>\u64cd\u4f5c\u6570\u636e\uff1a\u7528\u6237\u771f\u5b9e\u4ea4\u4e92\u8bb0\u5f55\uff0c\u5982\u70b9\u51fb\u3001\u8f93\u5165\u3001\u624b\u52bf\u7b49\uff0c\u4e3a\u6a21\u578b\u5b66\u4e60\u4eba\u7c7b\u64cd\u4f5c\u89c4\u5f8b\u63d0\u4f9b\u6837\u672c\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-be5c681ec081d5d798a8de139b2af655.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-be5c681ec081d5d798a8de139b2af655.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 4\uff1aGUI \u667a\u80fd\u4f53\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u6570\u636e\u4e3a\u8bad\u7ec3\u4e0e\u6d4b\u8bd5\u63d0\u4f9b\u4e86\u57fa\u7840\uff0c\u4e5f\u4e3a\u9886\u57df\u6807\u51c6\u5316\u8bc4\u4f30\u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u6839\u57fa\u3002\u56fe 4 \u5c55\u793a\u4e86\u8bad\u7ec3 GUI agent \u7684\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u3002<\/section>\n<section><\/section>\n<section><strong>3. \u5927\u884c\u52a8\u6a21\u578b\uff08LAM\uff09\uff1a\u4efb\u52a1\u6267\u884c\u7684\u6838\u5fc3\u4f18\u5316<\/strong><\/section>\n<section><\/section>\n<section>\u7efc\u8ff0\u63d0\u51fa\u4e86\u300c\u5927\u884c\u52a8\u6a21\u578b\u300d\uff08Large Action Model, LAM\uff09\u7684\u6982\u5ff5\uff0c\u5728 LLM \u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u89e3\u51b3 GUI \u667a\u80fd\u4f53\u4efb\u52a1\u6267\u884c\u4e2d\u7684\u6838\u5fc3\u96be\u9898\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u9ad8\u6548\u63a8\u7406\uff1a\u5728\u6d77\u91cf\u64cd\u4f5c\u6570\u636e\u4e0a\u8fdb\u884c\u5fae\u8c03\u540e\uff0cLAM \u53ef\u5feb\u901f\u751f\u6210\u7cbe\u51c6\u7684\u64cd\u4f5c\u6307\u4ee4\uff0c\u964d\u4f4e\u63a8\u7406\u5ef6\u8fdf\u3002<\/section>\n<\/li>\n<li>\n<section>\u7cbe\u786e\u6267\u884c\uff1a\u62e5\u6709\u9ad8\u5ea6\u6cdb\u5316\u80fd\u529b\uff0c\u53ef\u9002\u5e94\u4e0d\u540c\u5e73\u53f0\u7684 GUI \u73af\u5883\u3002<\/section>\n<\/li>\n<li>\n<section>\u591a\u6b65\u9aa4\u4efb\u52a1\u89c4\u5212\uff1a\u652f\u6301\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e0e\u52a8\u6001\u6267\u884c\uff0c\u8fde\u7eed\u5b8c\u6210\u591a\u9879\u64cd\u4f5c\uff0c\u65e0\u9700\u9884\u5b9a\u4e49\u811a\u672c\u6d41\u7a0b\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-49c8db29a2868de87fbcc4ffcef27d53.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-49c8db29a2868de87fbcc4ffcef27d53.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 5\uff1a\u4e3a GUI \u667a\u80fd\u4f53\u5fae\u8c03\u300c\u5927\u884c\u52a8\u6a21\u578b\u300d\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5982\u56fe 5 \u6240\u793a\uff0c\u901a\u8fc7\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u5fae\u8c03 LAM\uff0c\u667a\u80fd\u4f53\u5728\u6267\u884c\u6548\u7387\u4e0e\u9002\u5e94\u6027\u4e0a\u663e\u8457\u63d0\u5347\u3002<\/section>\n<section><\/section>\n<section><strong>4. \u6d4b\u8bc4\u65b9\u6cd5\u4e0e\u57fa\u51c6\uff1a\u8bc4\u4f30 GUI \u667a\u80fd\u4f53\u7684\u6027\u80fd<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9c38274f5258064a0930faafa2566b5a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9c38274f5258064a0930faafa2566b5a.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 6\uff1aGUI \u667a\u80fd\u4f53\u7684\u6d4b\u8bc4\u6d41\u7a0b\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u6d4b\u8bc4\u662f\u8861\u91cf\u667a\u80fd\u4f53\u80fd\u529b\u7684\u91cd\u8981\u624b\u6bb5\u3002\u5982\u56fe 6 \u6240\u793a\uff0c\u901a\u8fc7\u89c2\u5bdf\u667a\u80fd\u4f53\u6267\u884c\u4efb\u52a1\u7684\u8f68\u8ff9\u548c\u65e5\u5fd7\u8bb0\u5f55\uff0c\u53ef\u4ee5\u6d4b\u8bc4\u667a\u80fd\u4f53\u5404\u65b9\u9762\u7684\u80fd\u529b\u3002\u4e3b\u8981\u6d4b\u8bc4\u6307\u6807\u4e3b\u8981\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u4efb\u52a1\u5b8c\u6210\u7387<\/strong>\uff1a\u662f\u5426\u51c6\u786e\u6267\u884c\u7528\u6237\u6307\u4ee4\u5e76\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u6267\u884c\u6548\u7387<\/strong>\uff1a\u8003\u5bdf\u5b8c\u6210\u4efb\u52a1\u6240\u9700\u65f6\u95f4\u4e0e\u6b65\u9aa4\uff0c\u5c24\u5176\u5728\u8d44\u6e90\u53d7\u9650\u786c\u4ef6\u4e0a\u7684\u8868\u73b0\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u5728\u7279\u5b9a\u89c4\u5219\u4e0b\u5b8c\u6210\u7387<\/strong>\uff1a\u6d4b\u8bd5\u667a\u80fd\u4f53\u5728\u9075\u5faa\u7528\u6237\u63d0\u4f9b\u7684\u7279\u5b9a\u89c4\u5219\u548c\u7b56\u7565\u4e0b\u5b8c\u6210\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u98ce\u9669\u6bd4\u4f8b<\/strong>\uff1a\u6d4b\u8bd5\u667a\u80fd\u4f53\u8bc6\u522b\u548c\u89e3\u51b3\u6267\u884c\u98ce\u9669\u7684\u80fd\u529b\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u9886\u57df\u5185\u5df2\u51fa\u73b0\u4e00\u7cfb\u5217\u6807\u51c6\u5316 Benchmark\uff0c\u4e3a GUI \u667a\u80fd\u4f53\u7684\u6027\u80fd\u8bc4\u4ef7\u4e0e\u5bf9\u6bd4\u63d0\u4f9b\u4e86\u5ba2\u89c2\u4f9d\u636e\u548c\u5e73\u53f0\u3002<\/section>\n<section><\/section>\n<section><strong>GUI \u667a\u80fd\u4f53\u7684\u5b9e\u9645\u5e94\u7528\uff1a\u4ece\u9ad8\u6548\u6d4b\u8bd5\u5230\u667a\u80fd\u52a9\u7406<\/strong><\/section>\n<section><\/section>\n<section><strong>1. \u8f6f\u4ef6\u6d4b\u8bd5\uff1a\u4ece\u7e41\u7410\u811a\u672c\u5230\u81ea\u7136\u8bed\u8a00\u9a71\u52a8\u7684\u667a\u80fd\u63a2\u7d22<\/strong><\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u7684\u8f6f\u4ef6 GUI \u6d4b\u8bd5\u5e38\u4f9d\u8d56\u5197\u957f\u7684\u811a\u672c\u7f16\u5199\u4e0e\u91cd\u590d\u7684\u4eba\u5de5\u9a8c\u8bc1\uff0c\u65e2\u8d39\u65f6\u53c8\u5bb9\u6613\u9057\u6f0f\u5173\u952e\u573a\u666f\u3002\u5982\u4eca\uff0c\u501f\u52a9\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8d4b\u80fd\u7684 GUI \u667a\u80fd\u4f53\uff0c\u6211\u4eec\u8fce\u6765\u4e86\u4e00\u573a\u6d4b\u8bd5\u9886\u57df\u7684\u9769\u65b0\u3002\u8fd9\u4e9b\u667a\u80fd\u4f53\u4e0d\u518d\u53ea\u662f\u7b80\u5355\u5730\u91cd\u590d\u56fa\u5b9a\u811a\u672c\uff0c\u800c\u662f\u80fd\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u76f4\u63a5\u751f\u6210\u6d4b\u8bd5\u7528\u4f8b\uff0c\u5bf9\u754c\u9762\u5143\u7d20\u8fdb\u884c\u300c\u81ea\u4e3b\u63a2\u7d22\u300d\uff0c\u5e76\u52a8\u6001\u5e94\u5bf9\u5404\u79cd\u53d8\u5316\u7684\u7528\u6237\u754c\u9762\u3002\u7814\u7a76\u663e\u793a\uff08\u5982 GPTDroid\u3001VisionDroid \u548c AUITestAgent \u7b49\u5de5\u5177\u6240\u5c55\u73b0\u7684\uff09\uff0c\u667a\u80fd\u4f53\u53ef\u5728\u4e0d\u9700\u4e13\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u6df1\u5ea6\u4ecb\u5165\u7684\u60c5\u51b5\u4e0b\uff0c\u9ad8\u6548\u5730\u6355\u6349\u6f5c\u5728\u7f3a\u9677\u3001\u8ffd\u8e2a\u590d\u6742\u4ea4\u4e92\u8def\u5f84\uff0c\u5b9e\u73b0\u4ece\u8f93\u5165\u751f\u6210\u3001bug \u91cd\u73b0\u5230\u529f\u80fd\u9a8c\u8bc1\u7684\u5168\u9762\u81ea\u52a8\u5316\u6d4b\u8bd5\u6d41\u7a0b\u3002<\/section>\n<section><\/section>\n<section>\u4ee5\u5b57\u4f53\u5927\u5c0f\u8c03\u8bd5\u4e3a\u4f8b\uff0c\u53ea\u9700\u4e00\u53e5\u300c\u8bf7\u6d4b\u8bd5\u7cfb\u7edf\u8bbe\u7f6e\u4e2d\u66f4\u6539\u5b57\u4f53\u5927\u5c0f\u7684\u6d41\u7a0b\u300d\uff0cGUI \u667a\u80fd\u4f53\u4fbf\u53ef\u81ea\u4e3b\u5bfc\u822a\u754c\u9762\u3001\u6a21\u62df\u7528\u6237\u70b9\u51fb\u3001\u6ed1\u52a8\u9009\u9879\uff0c\u5e76\u5728\u7ed3\u679c\u754c\u9762\u4e2d\u7cbe\u51c6\u786e\u8ba4\u5b57\u4f53\u8c03\u6574\u662f\u5426\u751f\u6548\u3002\u8fd9\u6837\u7684\u81ea\u7136\u8bed\u8a00\u9a71\u52a8\u6d4b\u8bd5\u4e0d\u4f46\u6709\u6548\u63d0\u9ad8\u6d4b\u8bd5\u8986\u76d6\u7387\u4e0e\u6548\u7387\uff0c\u5373\u4f7f\u975e\u6280\u672f\u4eba\u5458\u4e5f\u80fd\u8f7b\u677e\u53c2\u4e0e\u8d28\u91cf\u4fdd\u969c\u8fc7\u7a0b\u3002\u8fd9\u610f\u5473\u7740\u8f6f\u4ef6\u4ea7\u54c1\u8fed\u4ee3\u901f\u5ea6\u7684\u52a0\u5feb\uff0c\u4ee5\u53ca\u5f00\u53d1\u4e0e\u8d28\u91cf\u4fdd\u8bc1\u56e2\u961f\u4ece\u91cd\u590d\u52b3\u52a8\u4e2d\u89e3\u653e\uff0c\u4ece\u800c\u66f4\u4e13\u6ce8\u4e8e\u521b\u65b0\u4e0e\u4f18\u5316\u3002<\/section>\n<section><\/section>\n<section><strong>2. \u667a\u80fd\u52a9\u624b\uff1a\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u591a\u5e73\u53f0\u3001\u591a\u6b65\u9aa4\u7684\u5168\u80fd\u6267\u884c\u5b98<\/strong><\/section>\n<section><\/section>\n<section>\u865a\u62df\u52a9\u624b\u4e0d\u518d\u5c40\u9650\u4e8e\u7b80\u5355\u7684\u95f9\u949f\u8bbe\u5b9a\u6216\u5929\u6c14\u67e5\u8be2\u3002\u5f53 LLM \u8d4b\u80fd\u7684 GUI \u667a\u80fd\u4f53\u6210\u4e3a\u865a\u62df\u52a9\u624b\u7684\u300c\u5927\u8111\u300d\u65f6\uff0c\u6211\u4eec\u5f97\u5230\u7684\u662f\u4e00\u4f4d\u771f\u6b63\u7684\u300c\u591a\u9762\u624b\u300d\u2014\u2014 \u53ef\u8de8\u8d8a\u684c\u9762\u3001\u624b\u673a\u3001Web 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