{"id":13111,"date":"2024-11-09T01:12:57","date_gmt":"2024-11-08T17:12:57","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=13111"},"modified":"2024-12-27T10:30:09","modified_gmt":"2024-12-27T02:30:09","slug":"appagent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/appagent\/","title":{"rendered":"AppAgent\uff1a\u5229\u7528\u591a\u6a21\u6001\u667a\u80fd\u4f53\u81ea\u52a8\u64cd\u4f5c\u667a\u80fd\u624b\u673a"},"content":{"rendered":"<p>AppAgent \u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u591a\u6a21\u6001\u4ee3\u7406\u6846\u67b6\uff0c\u65e8\u5728\u64cd\u4f5c\u667a\u80fd\u624b\u673a\u5e94\u7528\u7a0b\u5e8f\u3002\u8be5\u6846\u67b6\u901a\u8fc7\u7b80\u5316\u7684\u64cd\u4f5c\u7a7a\u95f4\uff0c\u6a21\u4eff\u4eba\u7c7b\u7684\u4ea4\u4e92\u65b9\u5f0f\uff0c\u5982\u70b9\u51fb\u548c\u6ed1\u52a8\uff0c\u4ece\u800c\u65e0\u9700\u7cfb\u7edf\u540e\u7aef\u8bbf\u95ee\uff0c\u6269\u5927\u4e86\u5176\u5728\u4e0d\u540c\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u9002\u7528\u6027\u3002AppAgent \u901a\u8fc7\u81ea\u4e3b\u63a2\u7d22\u6216\u89c2\u5bdf\u4eba\u7c7b\u6f14\u793a\u6765\u5b66\u4e60\u4f7f\u7528\u65b0\u5e94\u7528\uff0c\u5e76\u751f\u6210\u77e5\u8bc6\u5e93\u4ee5\u6267\u884c\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-13112\" title=\"AppAgent\uff1a\u5229\u7528\u591a\u6a21\u6001\u667a\u80fd\u4f53\u81ea\u52a8\u64cd\u4f5c\u667a\u80fd\u624b\u673a-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/61ed7fa1e3820a4.png\" alt=\"AppAgent\uff1a\u5229\u7528\u591a\u6a21\u6001\u667a\u80fd\u4f53\u81ea\u52a8\u64cd\u4f5c\u667a\u80fd\u624b\u673a-1\" width=\"969\" height=\"882\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/61ed7fa1e3820a4.png 969w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/61ed7fa1e3820a4-300x273.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/61ed7fa1e3820a4-768x699.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/61ed7fa1e3820a4-13x12.png 13w\" sizes=\"auto, (max-width: 969px) 100vw, 969px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u817e\u8baf\u63a8\u51fa\u7684 AppAgent\uff0c\u662f\u4e00\u4e2a\u591a\u6a21\u6001\u667a\u80fd\u4f53\uff0c\u901a\u8fc7\u8bc6\u522b\u5f53\u524d\u624b\u673a\u7684\u754c\u9762\u548c\u7528\u6237\u6307\u4ee4\u76f4\u63a5\u64cd\u4f5c\u624b\u673a\u754c\u9762\uff0c\u80fd\u50cf\u771f\u5b9e\u7528\u6237\u4e00\u6837\u64cd\u4f5c\u624b\u673a\uff01\u6bd4\u5982\u5b83\u53ef\u4ee5\u64cd\u4f5c\u56fe\u7247\u7f16\u8f91\u8f6f\u4ef6\u7f16\u8f91\u56fe\u7247\u3001\u6253\u5f00\u5730\u56fe\u5e94\u7528\u5bfc\u822a\uff0c\u8d2d\u7269\u7b49\u7b49\u64cd\u4f5c<\/p>\n<p>\u9879\u76ee\u9996\u9875\uff1ahttps:\/\/appagent-official.github.io<br \/>\n\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2312.13771<\/p>\n<p><strong>\u8bba\u6587\u6458\u8981<\/strong><\/p>\n<p>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u4eba\u4eec\u521b\u9020\u51fa\u4e86\u80fd\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684\u667a\u80fd\u667a\u80fd\u4f53\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u3001\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u591a\u6a21\u6001\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u4e13\u4e3a\u64cd\u4f5c\u667a\u80fd\u624b\u673a\u5e94\u7528\u800c\u8bbe\u8ba1\u3002\u6211\u4eec\u7684\u6846\u67b6\u8ba9\u667a\u80fd\u4f53\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a\u7b80\u5316\u7684\u64cd\u4f5c\u7a7a\u95f4\u6765\u64cd\u63a7\u667a\u80fd\u624b\u673a\u5e94\u7528\uff0c\u8fd9\u79cd\u65b9\u5f0f\u4eff\u4f5b\u662f\u4eba\u7c7b\u5728\u8fdb\u884c\u70b9\u51fb\u548c\u6ed1\u52a8\u64cd\u4f5c\u3002\u8fd9\u79cd\u521b\u65b0\u7684\u65b9\u6cd5\u907f\u5f00\u4e86\u5bf9\u7cfb\u7edf\u540e\u7aef\u7684\u76f4\u63a5\u8bbf\u95ee\u9700\u6c42\uff0c\u4f7f\u5176\u80fd\u591f\u9002\u7528\u4e8e\u591a\u79cd\u4e0d\u540c\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u6211\u4eec\u667a\u80fd\u4f53\u529f\u80fd\u7684\u6838\u5fc3\u5728\u4e8e\u5b83\u7684\u521b\u65b0\u5b66\u4e60\u65b9\u5f0f\u3002\u667a\u80fd\u4f53\u901a\u8fc7\u81ea\u6211\u63a2\u7d22\u6216\u8005\u89c2\u5bdf\u4eba\u7c7b\u7684\u793a\u8303\u6765\u5b66\u4e60\u5982\u4f55\u5bfc\u822a\u548c\u4f7f\u7528\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u5b83\u4f1a\u6784\u5efa\u8d77\u4e00\u4e2a\u77e5\u8bc6\u5e93\uff0c\u5e76\u4f9d\u9760\u8fd9\u4e2a\u77e5\u8bc6\u5e93\u6765\u6267\u884c\u4e0d\u540c\u5e94\u7528\u4e2d\u7684\u590d\u6742\u4efb\u52a1\u3002\u4e3a\u4e86\u5c55\u793a\u6211\u4eec\u667a\u80fd\u4f53\u7684\u5b9e\u7528\u6027\uff0c\u6211\u4eec\u5bf9\u5b83\u5728 10 \u4e2a\u4e0d\u540c\u5e94\u7528\u4e2d\u7684 50 \u4e2a\u4efb\u52a1\u8fdb\u884c\u4e86\u5168\u9762\u6d4b\u8bd5\uff0c\u8fd9\u4e9b\u5e94\u7528\u5305\u62ec\u793e\u4ea4\u5a92\u4f53\u3001\u7535\u5b50\u90ae\u4ef6\u3001\u5730\u56fe\u3001\u8d2d\u7269\u4ee5\u53ca\u590d\u6742\u7684\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\u3002\u6d4b\u8bd5\u7ed3\u679c\u8bc1\u660e\u4e86\u6211\u4eec\u7684\u667a\u80fd\u4f53\u5728\u5904\u7406\u5404\u79cd\u9ad8\u7ea7\u4efb\u52a1\u65b9\u9762\u7684\u9ad8\u6548\u80fd\u529b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u81ea\u4e3b\u63a2\u7d22<\/strong>\uff1a\u4ee3\u7406\u53ef\u4ee5\u81ea\u4e3b\u63a2\u7d22\u5e94\u7528\u7a0b\u5e8f\uff0c\u8bb0\u5f55\u4ea4\u4e92\u5143\u7d20\u5e76\u751f\u6210\u6587\u6863\u3002<\/li>\n<li><strong>\u4eba\u7c7b\u6f14\u793a\u5b66\u4e60<\/strong>\uff1a\u4ee3\u7406\u901a\u8fc7\u89c2\u5bdf\u4eba\u7c7b\u6f14\u793a\u6765\u5b66\u4e60\u4efb\u52a1\uff0c\u5e76\u751f\u6210\u76f8\u5e94\u7684\u6587\u6863\u3002<\/li>\n<li><strong>\u4efb\u52a1\u6267\u884c<\/strong>\uff1a\u5728\u90e8\u7f72\u9636\u6bb5\uff0c\u4ee3\u7406\u6839\u636e\u751f\u6210\u7684\u6587\u6863\u6267\u884c\u590d\u6742\u4efb\u52a1\u3002<\/li>\n<li><strong>\u591a\u6a21\u6001\u8f93\u5165<\/strong>\uff1a\u652f\u6301\u6587\u672c\u548c\u89c6\u89c9\u8f93\u5165\uff0c\u4f7f\u7528 GPT-4V \u6216 Qwen-VL-Max \u6a21\u578b\u3002<\/li>\n<li><strong>CAPTCHA \u5904\u7406<\/strong>\uff1a\u80fd\u591f\u901a\u8fc7 CAPTCHA \u9a8c\u8bc1\u3002<\/li>\n<li><strong>UI \u5143\u7d20\u8bc6\u522b<\/strong>\uff1a\u4f7f\u7528\u7f51\u683c\u8986\u76d6\u5b9a\u4f4d\u672a\u6807\u8bb0\u7684 UI \u5143\u7d20\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u914d\u7f6e<\/h3>\n<ol>\n<li><strong>\u4e0b\u8f7d\u548c\u5b89\u88c5<\/strong>\uff1a\u4ece GitHub \u9875\u9762\u4e0b\u8f7d\u9879\u76ee\u6587\u4ef6\uff0c\u5e76\u5b89\u88c5\u5fc5\u8981\u7684\u4f9d\u8d56\u9879\u3002<\/li>\n<li><strong>\u914d\u7f6e\u6587\u4ef6<\/strong>\uff1a\u4fee\u6539\u6839\u76ee\u5f55\u4e0b\u7684 <code>config.yaml<\/code> \u6587\u4ef6\uff0c\u914d\u7f6e GPT-4V \u6216 Qwen-VL-Max \u6a21\u578b\u7684 API \u5bc6\u94a5\u3002<\/li>\n<li><strong>\u8fde\u63a5\u8bbe\u5907<\/strong>\uff1a\u4f7f\u7528 USB \u8fde\u63a5 Android \u8bbe\u5907\uff0c\u5e76\u542f\u7528\u5f00\u53d1\u8005\u9009\u9879\u4e2d\u7684 USB \u8c03\u8bd5\u3002<\/li>\n<\/ol>\n<h3>\u81ea\u4e3b\u63a2\u7d22\u6a21\u5f0f<\/h3>\n<ol>\n<li><strong>\u542f\u52a8\u63a2\u7d22<\/strong>\uff1a\u8fd0\u884c <code>learn.py<\/code> \u6587\u4ef6\uff0c\u9009\u62e9\u81ea\u4e3b\u63a2\u7d22\u6a21\u5f0f\uff0c\u8f93\u5165\u5e94\u7528\u540d\u79f0\u548c\u4efb\u52a1\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u8bb0\u5f55\u4ea4\u4e92<\/strong>\uff1a\u4ee3\u7406\u5c06\u81ea\u52a8\u63a2\u7d22\u5e94\u7528\uff0c\u8bb0\u5f55\u4ea4\u4e92\u5143\u7d20\u5e76\u751f\u6210\u6587\u6863\u3002<\/li>\n<\/ol>\n<h3>\u4eba\u7c7b\u6f14\u793a\u6a21\u5f0f<\/h3>\n<ol>\n<li><strong>\u542f\u52a8\u6f14\u793a<\/strong>\uff1a\u8fd0\u884c <code>learn.py<\/code> \u6587\u4ef6\uff0c\u9009\u62e9\u4eba\u7c7b\u6f14\u793a\u6a21\u5f0f\uff0c\u8f93\u5165\u5e94\u7528\u540d\u79f0\u548c\u4efb\u52a1\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u6267\u884c\u6f14\u793a<\/strong>\uff1a\u6309\u7167\u63d0\u793a\u8fdb\u884c\u64cd\u4f5c\uff0c\u4ee3\u7406\u5c06\u8bb0\u5f55\u6240\u6709\u4ea4\u4e92\u5e76\u751f\u6210\u6587\u6863\u3002<\/li>\n<\/ol>\n<h3>\u4efb\u52a1\u6267\u884c<\/h3>\n<ol>\n<li><strong>\u542f\u52a8\u4efb\u52a1<\/strong>\uff1a\u8fd0\u884c <code>run.py<\/code> \u6587\u4ef6\uff0c\u8f93\u5165\u5e94\u7528\u540d\u79f0\u548c\u4efb\u52a1\u63cf\u8ff0\uff0c\u9009\u62e9\u76f8\u5e94\u7684\u6587\u6863\u5e93\u3002<\/li>\n<li><strong>\u6267\u884c\u4efb\u52a1<\/strong>\uff1a\u4ee3\u7406\u5c06\u6839\u636e\u6587\u6863\u6267\u884c\u4efb\u52a1\uff0c\u5b8c\u6210\u590d\u6742\u64cd\u4f5c\u3002<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u4e0b\u8f7d\u9879\u76ee<\/strong>\uff1a\u8bbf\u95ee GitHub \u9875\u9762\uff0c\u4e0b\u8f7d\u9879\u76ee\u6587\u4ef6\u5e76\u89e3\u538b\u3002<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c <code>pip install -r requirements.txt<\/code> \u5b89\u88c5\u6240\u6709\u4f9d\u8d56\u9879\u3002<\/li>\n<li><strong>\u914d\u7f6e\u6a21\u578b<\/strong>\uff1a\u6839\u636e\u9700\u8981\u4fee\u6539 <code>config.yaml<\/code> \u6587\u4ef6\uff0c\u914d\u7f6e GPT-4V \u6216 Qwen-VL-Max \u6a21\u578b\u7684 API \u5bc6\u94a5\u3002<\/li>\n<li><strong>\u8fde\u63a5\u8bbe\u5907<\/strong>\uff1a\u4f7f\u7528 USB \u8fde\u63a5 Android \u8bbe\u5907\uff0c\u5e76\u5728\u8bbe\u5907\u4e0a\u542f\u7528 USB \u8c03\u8bd5\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u542f\u52a8\u63a2\u7d22\u6216\u6f14\u793a<\/strong>\uff1a\u8fd0\u884c <code>learn.py<\/code> \u6587\u4ef6\uff0c\u9009\u62e9\u81ea\u4e3b\u63a2\u7d22\u6216\u4eba\u7c7b\u6f14\u793a\u6a21\u5f0f\uff0c\u8f93\u5165\u5e94\u7528\u540d\u79f0\u548c\u4efb\u52a1\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u751f\u6210\u6587\u6863<\/strong>\uff1a\u4ee3\u7406\u5c06\u8bb0\u5f55\u6240\u6709\u4ea4\u4e92\u5e76\u751f\u6210\u6587\u6863\uff0c\u4f9b\u540e\u7eed\u4efb\u52a1\u6267\u884c\u4f7f\u7528\u3002<\/li>\n<li><strong>\u6267\u884c\u4efb\u52a1<\/strong>\uff1a\u8fd0\u884c <code>run.py<\/code> \u6587\u4ef6\uff0c\u8f93\u5165\u5e94\u7528\u540d\u79f0\u548c\u4efb\u52a1\u63cf\u8ff0\uff0c\u9009\u62e9\u76f8\u5e94\u7684\u6587\u6863\u5e93\uff0c\u4ee3\u7406\u5c06\u6839\u636e\u6587\u6863\u6267\u884c\u4efb\u52a1\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>AppAgent \u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u591a\u6a21\u6001\u4ee3\u7406\u6846\u67b6\uff0c\u65e8\u5728\u64cd\u4f5c\u667a\u80fd\u624b\u673a\u5e94\u7528\u7a0b\u5e8f\u3002\u8be5\u6846\u67b6\u901a\u8fc7\u7b80\u5316\u7684\u64cd\u4f5c\u7a7a\u95f4\uff0c\u6a21\u4eff\u4eba\u7c7b\u7684\u4ea4\u4e92\u65b9\u5f0f\uff0c\u5982\u70b9\u51fb\u548c\u6ed1\u52a8\uff0c\u4ece\u800c\u65e0\u9700\u7cfb\u7edf\u540e\u7aef\u8bbf\u95ee\uff0c\u6269\u5927\u4e86\u5176\u5728\u4e0d\u540c\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u9002\u7528\u6027\u3002AppAgent \u901a\u8fc7\u81ea\u4e3b\u63a2\u7d22\u6216&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61212,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,373],"class_list":["post-13111","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-zhuomianzidonghuazhian"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/13111","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=13111"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/13111\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61212"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=13111"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=13111"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=13111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}