{"id":36753,"date":"2025-01-17T23:00:34","date_gmt":"2025-01-17T15:00:34","guid":{"rendered":"https:\/\/17aitech.com\/?p=36753"},"modified":"2025-01-17T23:00:34","modified_gmt":"2025-01-17T15:00:34","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%bb%a3%e8%82%9d%ef%bc%8c%e8%87%aa%e5%8a%a8%e5%88%b7%e3%80%8a%e5%b4%a9%e9%93%81%e3%80%8b%e5%8d%87%e7%ba%a7%e6%9d%90%e6%96%99%ef%bc%8cclaude%e6%93%8d%e7%ba%b5%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36753","title":{"rendered":"\u5927\u6a21\u578b\u4ee3\u809d\uff0c\u81ea\u52a8\u5237\u300a\u5d29\u94c1\u300b\u5347\u7ea7\u6750\u6599\uff0cClaude\u64cd\u7eb5\u8ba1\u7b97\u673a\u8fd8\u80fd\u8fd9\u4e48\u7528\uff01"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-20-9\" target=\"_blank\">\u5927\u6a21\u578b\u4ee3\u809d\uff0c\u81ea\u52a8\u5237\u300a\u5d29\u94c1\u300b\u5347\u7ea7\u6750\u6599\uff0cClaude\u64cd\u7eb5\u8ba1\u7b97\u673a\u8fd8\u80fd\u8fd9\u4e48\u7528\uff01<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"12\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section>\u5927\u6a21\u578b\u7684\u6267\u884c\u529b\u4ece\u54ea\u91cc\u6765\uff1f<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u4e0a\u4e2a\u6708\uff0cAnthropic \u63a8\u51fa\u4e86\u5347\u7ea7\u7248\u7684 Claude 3.5 Sonnet\u3002\u6700\u65b0\u7248\u672c\u7684 Claude 3.5 Sonnet \u80fd\u591f\u6839\u636e\u7528\u6237\u6307\u4ee4\u79fb\u52a8\u5149\u6807\u3001\u70b9\u51fb\u76f8\u5e94\u4f4d\u7f6e\u4ee5\u53ca\u901a\u8fc7\u865a\u62df\u952e\u76d8\u8f93\u5165\u4fe1\u606f\uff0c\u6a21\u4eff\u4eba\u7c7b\u4e0e\u8ba1\u7b97\u673a\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002<\/section>\n<section><\/section>\n<section>\u7b80\u5355\u6765\u8bf4\uff0cClaude 3.5 Sonnet \u80fd\u50cf\u4eba\u4e00\u6837\u4f7f\u7528\u8ba1\u7b97\u673a\u4e86\uff01<\/section>\n<section><\/section>\n<section>\u88ab Computer Use \u529f\u80fd\u70b9\u5316\u8fc7\u7684 Claude 3.5 Sonnet\uff0c\u662f\u9996\u4e2a\u4ee5\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09agent \u5f62\u5f0f\uff0c\u53ef\u4ee5\u5728\u516c\u5f00\u6d4b\u8bd5\u4e2d\u63a7\u5236\u7535\u8111\u7684 AI \u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u4f5c\u4e3a\u65e9\u671f\u6d4b\u8bd5\u7248\uff0cAnthropic \u5728\u53d1\u5e03\u65f6\u8868\u793a\u5176\u5728\u73b0\u5b9e\u590d\u6742\u73af\u5883\u4e2d\u7684\u80fd\u529b\u4ecd\u7136\u672a\u77e5\u3002<\/section>\n<section><\/section>\n<section>\u6700\u8fd1\uff0c\u6765\u81ea\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\uff08NUS\uff09Show Lab \u7684\u7814\u7a76\u56e2\u961f\u7b56\u5212\u548c\u7ec4\u7ec7\u4e86\u4e00\u7cfb\u5217\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u4efb\u52a1\uff0c\u6765\u6d4b\u8bd5 Computer Use \u529f\u80fd\u8fd9\u91cc\u9762\u7684\u95e8\u9053\u7a76\u7adf\u6709\u591a\u6df1\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u6d4b\u4e0d\u77e5\u9053\uff0c\u9664\u4e86\u53d1\u5e03 demo \u4e2d\u79c0\u51fa\u7684\u300c\u6210\u719f\u7684 AI \u5df2\u7ecf\u5b66\u4f1a\u81ea\u5df1\u6253\u5de5\u4e86\u300d\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650943794&amp;idx=1&amp;sn=e46810a9941fe75001f3564e209e678a&amp;chksm=84e7f54cb3907c5aa92935f895be6a2337736187dba43b5ab7b7b0a559414edb386494346b20&amp;token=1230082695&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6316a90be6f720e33896a1c77739750a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6316a90be6f720e33896a1c77739750a.png\"><\/a><\/a><\/section>\n<section>\u6210\u719f\u7684 AI \u4e5f\u5b66\u4f1a\u81ea\u5df1\u6253\u6e38\u620f\u4e86\uff01\u4e0d\u4fe1\uff0c\u8bf7\u770b Claude \u4ee3\u6253\u300a\u5d29\u574f\uff1a\u661f\u7a79\u94c1\u9053\u300b\u7684 VCR\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1d520ee3267e07a2e3383658e4f47647.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1d520ee3267e07a2e3383658e4f47647.gif\"><\/a><\/section>\n<section>\u5e73\u65f6\u9700\u8981\u6211\u4eec\u52a8\u624b\u64cd\u4f5c\u7684\u627e\u5230\u526f\u672c\u3001\u70b9\u51fb\u4f20\u9001\uff0c\u73b0\u5728 Claude \u53ef\u4ee5\u7528\u300c\u65e0\u5f62\u7684\u624b\u300d\u4ee3\u52b3\u4e86\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-596e347915b305e4188a54c9fdfef701.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-596e347915b305e4188a54c9fdfef701.gif\"><\/a><\/section>\n<section>\u5b83\u4e0d\u4ec5\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u8be5\u884c\u52a8\uff0c\u8fd8\u77e5\u9053\u6765\u90fd\u6765\u4e86\uff0c\u591a\u5237\u51e0\u6b21\u5427\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-615b6b2d45685352f7915060eca8a7f2.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-615b6b2d45685352f7915060eca8a7f2.gif\"><\/a><\/section>\n<section>\u80fd\u770b\u5230\u7535\u8111\u81ea\u5df1\u5f00\u59cb\u73a9\u81ea\u5df1\uff0c\u8fd9\u610f\u5473\u7740\uff0cClaude \u4e0d\u4ec5\u80fd\u8bc6\u522b\u753b\u9762\u4e0a\u7684\u6309\u94ae\uff0c\u8fd8\u80fd\u7406\u89e3\u6bcf\u4e2a\u6309\u94ae\u7684\u542b\u4e49\u548c\u529f\u80fd\uff0c\u6bd4\u5982\u54ea\u91cc\u662f\u5f00\u542f\u526f\u672c\u3001\u54ea\u91cc\u662f\u5f00\u59cb\u6218\u6597\uff0c\u518d\u5224\u65ad\u4f55\u65f6\u5e94\u8be5\u6309\u4e0b\u5bf9\u5e94\u7684\u6309\u94ae\uff0c\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\u3002<\/section>\n<section><\/section>\n<section>\u5c31\u662f Claude \u8fd8\u6ca1\u5b66\u4f1a\u6362\u9635\u5bb9\uff0c\u8fd9\u4e2a\u914d\u961f\u6709\u70b9\u7a00\u788e\u3002<\/section>\n<section><\/section>\n<section>\u770b\u6765\u4ee5\u540e\u517b\u53f7\u4e0d\u5fc5\u627e\u4ee3\u7ec3\u4e86\uff0c\u5b66\u4f1a\u8fdb\u9636\u7684\u63d0\u793a\u8bcd\u6280\u5de7\uff0c\u8ba9 Claude \u8bd5\u8bd5\u4e5f\u884c\u3002\u5b83\u4e0d\u4f1a\u6084\u6084\u82b1\u6389\u661f\u8f68\u901a\u7968\uff0c\u66f4\u4e0d\u4f1a\u624b\u6296\u628a\u4fdd\u5e95\u90fd\u62bd\u6ca1\u4e86\u3002<\/section>\n<section><\/section>\n<section>\u9664\u4e86\u5237\u526f\u672c\u4e4b\u5916\uff0c\u8fd9\u4e2a\u56e2\u961f\u8fd8\u5b9e\u73b0\u4e86\u81ea\u52a8\u6e05\u300a\u661f\u94c1\u300b\u7684\u6bcf\u65e5\u4efb\u52a1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a536802131b0d818eef152724654f682.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a536802131b0d818eef152724654f682.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Claude \u81ea\u52a8\u5237\u6bcf\u65e5\u4efb\u52a1 + \u6750\u6599\u526f\u672c\u7ea6\u7b49\u4e8e\u3010\u7cbe\u54c1\u6258\u7ba1\u3011\uff0c\u627e\u771f\u4eba\u4ee3\u809d\u5e02\u573a\u4ef7 60 \u5143\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u4e0d\u5f97\u4e0d\u611f\u53f9\uff0c\u4ee5\u540e\u7684<mark data-type=\"tech_tasks\" data-id=\"f6e8725e-6ffd-494f-91d1-ba8214e76434\">\u4eba\u673a\u4ea4\u4e92<\/mark>\u65b9\u5f0f\u771f\u8981\u53d8\u5929\u4e86\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u56e2\u961f\u8fd8\u7528\u586b\u8868\u683c\u3001\u4e0b\u8f7d\u97f3\u4e50\u7b49 20 \u9879\u4efb\u52a1\u5bf9 Claude 3.5 Computer Use \u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u8fd9\u4e9b\u6848\u4f8b\u8868\u660e\uff0c\u5176\u5728\u7aef\u5230\u7aef\u8bed\u8a00\u5230\u684c\u9762\u64cd\u4f5c\u65b9\u9762\u5177\u6709\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-948d74b3f471c9e6655a0ff0a7b42760.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-948d74b3f471c9e6655a0ff0a7b42760.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2411.10323<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u94fe\u63a5\uff1ahttps:\/\/github.com\/showlab\/computer_use_ootb<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-eb03447788f2bc175530ef155fd96875.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-eb03447788f2bc175530ef155fd96875.png\"><\/a><\/section>\n<section>\u4ed6\u4eec\u8fd8\u63d0\u4f9b\u4e86 Claude Computer Use \u7684\u7cfb\u7edf\u63d0\u793a\u3002\u5bf9\u4e8e\u5176\u5b9e\u73b0\u539f\u7406\uff0c\u4ed6\u4eec\u63d0\u4f9b\u4e86\u4e00\u79cd\u89e3\u91ca\uff0cComputer Use \u57fa\u4e8e ReAct \u6846\u67b6\u3002<\/section>\n<section><\/section>\n<section>\u4f46\u4e0e\u4f20\u7edf ReAct \u6846\u67b6\u4e2d\u6bcf\u6b21\u64cd\u4f5c\u90fd\u9700\u622a\u53d6\u4e00\u6b21\u5c4f\u5e55\u7684\u65b9\u5f0f\u4e0d\u540c\uff0cComputer Use \u5f15\u5165\u4e86\u300c\u62e9\u4f18\u89c2\u5bdf\u300d\u7b56\u7565 \u2014\u2014 \u4ec5\u5728\u5fc5\u8981\u65f6\u624d\u622a\u56fe\u89c2\u5bdf\u73af\u5883\uff0c\u5927\u5e45\u63d0\u9ad8\u4e86\u6548\u7387\u548c\u7075\u6d3b\u6027\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u8be5\u7814\u7a76\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f00\u7bb1\u5373\u7528\u7684\u667a\u80fd\u4f53\u6846\u67b6 Computer Use Out-of-the-Box\uff08Computer Use OOTB\uff09\uff0c\u7528\u4e8e\u90e8\u7f72\u57fa\u4e8e API \u7684 GUI \u81ea\u52a8\u5316\u6a21\u578b\uff0cComputer Use \u7684\u529f\u80fd\u5b9e\u73b0\u8d77\u6765\u66f4\u5bb9\u6613\u4e86\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a9b65b3a47cc19400d5acc742e457637.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a9b65b3a47cc19400d5acc742e457637.gif\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Computer Use Out-of-the-Box \u6253\u5f00\u8c37\u6b4c\u8868\u683c\uff0c\u5728\u5176\u4e2d\u7684\u4e00\u680f\u81ea\u52a8\u586b\u4e0a\u300cHail Computer Use OOTB\u300d\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5173\u4e8e GUI \u81ea\u52a8\u5316\u667a\u80fd\u4f53\u7684\u7814\u7a76\uff0c\u4e3b\u8981\u805a\u7126\u4e8e\u5982\u4f55\u5229\u7528\u901a\u7528\u5927<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7406\u89e3 GUI \u72b6\u6001\u5e76\u751f\u6210\u64cd\u4f5c\uff0c\u4ece\u800c\u5b9e\u73b0\u4e0e\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u7684\u667a\u80fd\u4ea4\u4e92\u3002<\/section>\n<section><\/section>\n<section>Anthropic \u53d1\u5e03\u7684 Computer Use \u529f\u80fd\u6807\u5fd7\u7740 GUI \u81ea\u52a8\u5316\u667a\u80fd\u4f53\u7684\u91cd\u5927\u8fdb\u6b65\u3002\u4e0e\u4ee5\u5f80\u7684\u6a21\u578b\u4e0d\u540c\uff0cComputer Use \u529f\u80fd\u901a\u8fc7 API \u8c03\u7528\u63d0\u4f9b\u4e86\u7aef\u5230\u7aef\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u667a\u80fd\u4f53\u4e0d\u518d\u9700\u8981\u8fdb\u4e00\u6b65\u7684<mark data-type=\"concepts\" data-id=\"98fefa6d-e6fc-4a62-abe6-944ed9833445\">\u5148\u9a8c\u77e5\u8bc6<\/mark>\uff0c\u53ea\u89c2\u5bdf\u7eaf\u89c6\u89c9\u7684 GUI \u72b6\u6001\uff0c\u5c31\u80fd\u5b8c\u6210\u7528\u6237\u8981\u6c42\u7684\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section><strong>\u6df1\u5165\u89e3\u6790 Claude \u7684\u300cComputer Use\u300d<\/strong><\/section>\n<section><\/section>\n<section><strong>\u6a21\u578b\u8bbe\u8ba1<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u7b80\u8981\u6982\u62ec Claude Computer Use \u7684\u539f\u7406\uff1a<\/section>\n<section><\/section>\n<section>\u7528\u6237\u7ed9\u51fa\u4e00\u6761\u81ea\u7136\u8bed\u8a00\u6307\u4ee4 X_instr \u65f6\uff0c\u667a\u80fd\u4f53\u5c31\u50cf\u7528\u6237\u7684\u300c\u66ff\u8eab\u4f7f\u8005\u300d\u4e00\u6837\uff0c\u6839\u636e\u6307\u4ee4\u5728\u7535\u8111\u4e0a\u5b8c\u6210\u4e00\u7cfb\u5217\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u4ece\u5f00\u59cb\u5230\u7ed3\u675f\uff0c\u8fd9\u4e2a\u300c\u66ff\u8eab\u4f7f\u8005\u300d\u548c\u73af\u5883\u7684\u662f\u8fd9\u4e48\u4e92\u52a8\u7684\uff1a\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65 t\uff0c\u5148\u89c2\u5bdf\u5f53\u524d\u7684 GUI \u72b6\u6001 I_t\uff0c\u7136\u540e\u4ece\u81ea\u5df1\u7684\u300c\u52a8\u4f5c\u5e93\u300d\u4e2d\u6311\u9009\u4e0b\u4e00\u6b65\u52a8\u4f5c\uff0c\u719f\u7ec3\u5730\u8c03\u7528\u76f8\u5e94\u5de5\u5177\u6267\u884c\u64cd\u4f5c\uff0c\u8ba9\u4efb\u52a1\u66f4\u8fdb\u4e00\u6b65\u3002<\/section>\n<ul>\n<li>\n<p>\u7cfb\u7edf\u63d0\u793a<\/p>\n<\/li>\n<\/ul>\n<section>\u7cfb\u7edf\u63d0\u793a\u662f\u667a\u80fd\u4f53\u7684\u300c\u89c4\u5219\u624b\u518c\u300d\uff0c\u4ee5\u4e0b\u662f Claude Computer Use \u7684\u7cfb\u7edf\u63d0\u793a\uff1a<\/section>\n<section>\n<pre data-lang=\"cpp\"><section><code>System Overview<\/code><\/section><section><code>* You have access to a set of functions that allow you to interact with a sandboxed computing environment.<\/code><\/section><section><code>* You do NOT have access to external resources, except through the functions provided below.<\/code><\/section><section><code>* You can invoke one or more functions by writing a  block like this:<\/code><\/section><section><code>plaintext<\/code><\/section><section><code><\/code><\/section><section><code>  <\/code><\/section><section><code>    $PARAMETER_VALUE<\/code><\/section><section><code>    ...<\/code><\/section><section><code>  <\/code><\/section><section><code>  <\/code><\/section><section><code>    ...<\/code><\/section><section><code>  <\/code><\/section><section><code><\/code><\/section><section><code>* String and scalar parameters should be passed as is. Lists and objects should be passed in JSON format.<\/code><\/section><section><code>* The output or any errors will appear in a subsequent  block. If a  block does NOT appear, your function call was likely malformatted.<\/code><\/section><section><code>Available Functions<\/code><\/section><section><code>1. Computer Interaction (GUI):<\/code><\/section><section><code>    * Description: Use a mouse and keyboard to interact with the computer and take screenshots.<\/code><\/section><section><code>        You can only interact with the desktop GUI (no terminal or application menu access).<\/code><\/section><section><code>    * Actions include:<\/code><\/section><section><code>        * key: Press a key or key-combination.<\/code><\/section><section><code>        * type: Type a string of text.<\/code><\/section><section><code>        * mouse_move: Move the cursor to specified coordinates.<\/code><\/section><section><code>        * left_click, right_click, middle_click, double_click: Perform mouse clicks.<\/code><\/section><section><code>        * left_click_drag: Click and drag the cursor.<\/code><\/section><section><code>        * screenshot: Take a screenshot of the screen.<\/code><\/section><section><code>    * Important Notes:<\/code><\/section><section><code>        * The screen resolution is [SCREEN_RESOLUTION, e.g., 1024x768].<\/code><\/section><section><code>        * Always check the coordinates of elements via screenshots before moving the cursor.<\/code><\/section><section><code>        * If a click fails, adjust your cursor position and retry.<\/code><\/section><section><code>    * Parameters:<\/code><\/section><section><code>        * action (required): The action to perform, such as key, type, etc.<\/code><\/section><section><code>        * coordinate: The (x, y) coordinates for mouse-related actions.<\/code><\/section><section><code>        * text: The text to type or key to press for type and key actions.<\/code><\/section><section><code>Bash Shell Commands:<\/code><\/section><section><code>    * Description:<\/code><code>Run commands in a bash shell.<\/code><\/section><section><code>    * Parameters:<\/code><\/section><section><code>        * command (required): The bash command to run.<\/code><\/section><section><code>        * restart: If true, restarts the tool.<\/code><\/section><section><code>File Editing Tool:<\/code><\/section><section><code>    * Description: View, create, and edit files.<\/code><\/section><section><code>        * view: Displays a file or lists directory contents.<\/code><\/section><section><code>        * create: Creates a new file (fails if the file already exists).<\/code><\/section><section><code>        * str_replace: Replaces a specific string in a file.<\/code><\/section><section><code>        * insert: Inserts a string after a specified line.<\/code><\/section><section><code>    * Parameters:<\/code><\/section><section><code>        * path (required): The absolute path to the file or directory.<\/code><\/section><section><code>        * write_text: The content for creating a file.<\/code><\/section><section><code>        * str: Strings for replacing or inserting content.<\/code><\/section><section><code>        * line: Line number for inserting content.<\/code><\/section><section><code>        * view_range: Specify range of lines to view.<\/code><\/section><section><code>System Capabilities<\/code><\/section><section><code>* You are using an Ubuntu virtual machine with aarch64 architecture.<\/code><\/section><section><code>* You can install applications using apt or pip.<\/code><\/section><section><code>* Firefox is installed (use the firefox-esr version).<\/code><\/section><section><code>* GUI applications can be started from the Bash shell using DISPLAY=:1.<\/code><\/section><section><code>* The current date is [DATETIME, e.g., Wednesday, October 23, 2024].<\/code><\/section><section><code>Important Notes<\/code><\/section><section><code>* If the startup wizard for Firefox appears, ignore it. Do not click \"skip this step.\" Instead, click on the address bar and enter the appropriate URL or search there.<\/code><\/section><section><code>* For handling PDFs, it may be better to download using a URL and convert it to text using pdftotext for easier reading.<\/code><\/section><section><code>Summary of How to Use the Tools<\/code><\/section><section><code>* Function Invocation: To interact with the environment, use the  block.<\/code><\/section><section><code>* Error Handling: If no  appear, check for malformatted calls.<\/code><\/section><section><code>* Multiple Calls: Where possible, chain multiple function calls to optimize workflow.<\/code><\/section><\/pre>\n<\/section>\n<ul>\n<li>\n<p>\u72b6\u6001\u89c2\u5bdf<\/p>\n<\/li>\n<\/ul>\n<section>Claude Computer Use \u901a\u8fc7\u5b9e\u65f6\u622a\u56fe\u6765\u89c2\u5bdf\u73af\u5883\uff0c\u5b8c\u5168\u4e0d\u4f9d\u8d56\u5143\u6570\u636e\u6216 HTML\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd\u300c\u7eaf\u89c6\u89c9\u300d\u7684\u65b9\u5f0f\u8ba9\u5b83\u65e0\u9700\u501f\u52a9\u5e94\u7528\u7684 API\uff0c\u5c31\u80fd\u9002\u5e94\u52a8\u6001\u7684 GUI \u73af\u5883\u3002\u56e0\u6b64\uff0c\u5728\u95ed\u6e90\u8f6f\u4ef6\u4e2d\u4e5f\u80fd\u8868\u73b0\u51fa\u8272\u3002<\/section>\n<ul>\n<li>\n<p>\u63a8\u7406\u8303\u5f0f<\/p>\n<\/li>\n<\/ul>\n<section>Claude Computer Use \u91c7\u7528\u7c7b\u4f3c ReAct \u7684\u6846\u67b6\u8fdb\u884c\u63a8\u7406\uff0c\u4f46\u548c\u4f20\u7edf\u7684 ReAct \u4f1a\u5728\u6bcf\u4e00\u6b65\u64cd\u4f5c\u4e2d\u90fd\u53cd\u590d\u89c2\u5bdf\u73af\u5883\uff0c\u6bd4\u5982\u6bcf\u70b9\u51fb\u4e00\u6b21\u6309\u94ae\u90fd\u91cd\u65b0\u68c0\u67e5\u5c4f\u5e55\u72b6\u6001\u4e0d\u540c\uff0cClaude Computer Use \u91c7\u7528\u4e86\u300c\u62e9\u4f18\u89c2\u5bdf\u300d\u7b56\u7565 \u2014\u2014\u2014\u2014 \u53ea\u6709\u5728\u9700\u8981\u7684\u65f6\u5019\u624d\u89c2\u5bdf\u73af\u5883\u3002\u5c31\u50cf\u6211\u4eec\u5728\u64cd\u4f5c\u7535\u8111\u65f6\uff0c\u5982\u679c\u77e5\u9053\u63a5\u4e0b\u6765\u7684\u64cd\u4f5c\u65e0\u9700\u786e\u8ba4\u754c\u9762\u72b6\u6001\uff0c\u5c31\u76f4\u63a5\u7ee7\u7eed\u4e0b\u4e00\u6b65\uff0c\u800c\u4e0d\u662f\u6bcf\u505a\u4e00\u6b65\u90fd\u91cd\u65b0\u68c0\u67e5\u754c\u9762\u3002<\/section>\n<ul>\n<li>\n<p>\u667a\u80fd\u4f53\u7684\u5de5\u5177<\/p>\n<\/li>\n<\/ul>\n<section>\u60f3\u8ba9\u6210\u719f\u7684 AI \u5b66\u4f1a\u81ea\u5df1\u6253\u5de5\uff0c\u5b83\u9700\u8981\u50cf\u300c\u54c6\u5566 A \u68a6\u300d\u4e00\u6837\uff0c\u4e3a\u5404\u79cd\u4efb\u52a1\u5728\u53e3\u888b\u91cc\u51c6\u5907\u597d\u4e86\u5de5\u5177\u3002<\/section>\n<section><\/section>\n<section>Claude Computer Use \u7684\u300c\u53e3\u888b\u300d\u91cc\u88c5\u7684\u662f\u7531 Anthropic \u5b9a\u4e49\u7684\u4e09\u79cd\u5de5\u5177\uff1a\u8ba1\u7b97\u673a\u5de5\u5177\u3001\u6587\u672c\u7f16\u8f91\u5de5\u5177\u548c Bash \u5de5\u5177\u3002<\/section>\n<section><\/section>\n<section>\uff081\uff09\u8ba1\u7b97\u673a\u5de5\u5177<\/section>\n<section><\/section>\n<section>\u8ba1\u7b97\u673a\u5de5\u5177\u5e2e\u52a9 Claude Computer Use \u4f7f\u7528\u9f20\u6807\u548c\u952e\u76d8\uff0c\u5e76\u622a\u56fe\u6765\u89c2\u5bdf\u5b9e\u65f6\u73af\u5883\u3002<\/section>\n<section><\/section>\n<section>\u8ba1\u7b97\u673a\u5de5\u5177\u8bf4\u660e\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9d00eca1cf7a10d870323c9f41ff1310.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9d00eca1cf7a10d870323c9f41ff1310.png\"><\/a><\/section>\n<section>\u5177\u4f53\u5982\u4f55\u8c03\u7528\uff1a<\/section>\n<section>\n<pre data-lang=\"php\"><section><code>{<\/code><\/section><section><code>  \"properties\": {<\/code><\/section><section><code>    \"action\": {<\/code><\/section><section><code>      \"description\": \"\"\"The action to perform. The available actions are:<\/code><\/section><section><code>        * key: Press a key or key-combination on the keyboard.<\/code><\/section><section><code>        * This supports xdotool's key syntax.<\/code><\/section><section><code>        * Examples: \"a\", \"Return\", \"alt+Tab\", \"ctrl+s\", \"Up\", \"KP_0\" (for the numpad 0 key).<\/code><\/section><section><code>        * type: Type a string of text on the keyboard.<\/code><\/section><section><code>        * cursor_position: Get the current (x, y) pixel coordinate of the cursor on the screen.<\/code><\/section><section><code>        * mouse_move: Move the cursor to a specified (x, y) pixel coordinate on the screen.<\/code><\/section><section><code>        * left_click: Click the left mouse button.<\/code><\/section><section><code>        * left_click_drag: Click and drag the cursor to a specified (x, y) pixel coordinate on the screen.<\/code><\/section><section><code>        * right_click: Click the right mouse button.<\/code><\/section><section><code>        * middle_click: Click the middle mouse button.<\/code><\/section><section><code>        * double_click: Double-click the left mouse button.<\/code><\/section><section><code>        * screenshot: Take a screenshot of the screen.<\/code><\/section><section><code>      \"\"\",<\/code><\/section><section><code>      \"enum\": [<\/code><\/section><section><code>        \"key\",<\/code><\/section><section><code>        \"type\",<\/code><\/section><section><code>        \"mouse_move\",<\/code><\/section><section><code>        \"left_click\",<\/code><\/section><section><code>        \"left_click_drag\",<\/code><\/section><section><code>        \"right_click\",<\/code><\/section><section><code>        \"middle_click\",<\/code><\/section><section><code>        \"double_click\",<\/code><\/section><section><code>        \"screenshot\",<\/code><\/section><section><code>        \"cursor_position\"<\/code><\/section><section><code>      ],<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"coordinate\": {<\/code><\/section><section><code>      \"description\": \"(x, y): The x (pixels from the left edge) and y (pixels from the top edge) coordinates to move the mouse to. Required only by action=mouse_move and action=left_click_drag.\",<\/code><\/section><section><code>      \"type\": \"array\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"text\": {<\/code><\/section><section><code>      \"description\": \"Required only by action=type and action=key.\",<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    }<\/code><\/section><section><code>  },<\/code><\/section><section><code>  \"required\": [\"action\"],<\/code><\/section><section><code>  \"type\": \"object\"<\/code><\/section><section><code>}<\/code><\/section><\/pre>\n<\/section>\n<section><\/section>\n<section>\uff082\uff09\u6587\u672c\u7f16\u8f91\u5de5\u5177<\/section>\n<section><\/section>\n<section>\u6587\u672c\u7f16\u8f91\u5de5\u5177\u5e2e\u52a9 Claude Computer Use \u4f7f\u7528\u81ea\u5b9a\u4e49\u5de5\u5177\u6765\u67e5\u770b\u3001\u521b\u5efa\u548c\u7f16\u8f91\u6587\u4ef6\u3002<\/section>\n<section><\/section>\n<section>\u6587\u672c\u7f16\u8f91\u5de5\u5177\u8bf4\u660e\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-aab30f268e0de50011a0df6070e9195a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-aab30f268e0de50011a0df6070e9195a.png\"><\/a><\/section>\n<section>\u5177\u4f53\u5982\u4f55\u8c03\u7528\uff1a<\/section>\n<section>\n<pre data-lang=\"json\"><section><code>{<\/code><\/section><section><code>  \"properties\": {<\/code><\/section><section><code>    \"command\": {<\/code><\/section><section><code>      \"description\": \"The commands to run. Allowed options are:`view`,`create`,`str_replace`,`insert`,`undo_edit`.\",<\/code><code> <\/code><\/section><section><code>\u00a0 \u00a0 \u00a0\"enum\": [\"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"],<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"file_text\": {<\/code><\/section><section><code>      \"description\": \"Required parameter of`create`command, with the content of the file to be created.\",<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"insert_line\": {<\/code><\/section><section><code>      \"description\": \"Required parameter of`insert`command. The`new_str`will be inserted AFTER the line`insert_line`of`path`.\",<\/code><\/section><section><code>      \"type\": \"integer\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"new_str\": {<\/code><\/section><section><code>      \"description\": \"Optional parameter of`str_replace`command containing the new string (if not given, no string will be added). Required parameter of`insert`command containing the string to insert.\",<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"old_str\": {<\/code><\/section><section><code>      \"description\": \"Required parameter of`str_replace`command containing the string in`path`to replace.\",<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"path\": {<\/code><\/section><section><code>      \"description\": \"Absolute path to file or directory, e.g.,`\/repo\/file.py`or`\/repo\/`.\",<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"view_range\": {<\/code><\/section><section><code>      \"description\": \"Optional parameter of`view`command when`path`points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g., [11, 12] will show lines 11 and 12. Indexing starts at 1. Setting`[start_line, -1]`shows all lines from`start_line`to the end of the file.\",<\/code><\/section><section><code>      \"items\": { \"type\": \"integer\" },<\/code><\/section><section><code>      \"type\": \"array\"<\/code><\/section><section><code>    }<\/code><\/section><section><code>  },<\/code><\/section><section><code>  \"required\": [\"command\", \"path\"],<\/code><\/section><section><code>  \"type\": \"object\"<\/code><\/section><section><code>}<\/code><\/section><\/pre>\n<\/section>\n<section><\/section>\n<section>\uff083\uff09Bash \u5de5\u5177<\/section>\n<section><\/section>\n<section>Bash \u5de5\u5177\u5e2e\u52a9 Claude Computer Use \u5728 Bash Shell \u4e2d\u8fd0\u884c\u547d\u4ee4\u3002<\/section>\n<section><\/section>\n<section>Bash \u5de5\u5177\u8bf4\u660e\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5d13902f65afdb8debebc1b501574e6b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5d13902f65afdb8debebc1b501574e6b.png\"><\/a><\/section>\n<section>\u5177\u4f53\u5982\u4f55\u8c03\u7528\uff1a<\/section>\n<section>\n<pre data-lang=\"json\"><section><code>{<\/code><\/section><section><code>  \"properties\": {<\/code><code> <\/code><\/section><section><code>\u00a0 \u00a0\"command\": {<\/code><\/section><section><code>      \"description\": \"The bash command to run. Required unless the tool is being restarted.\",<\/code><\/section><section><code>      \"type\": \"string\"<\/code><\/section><section><code>    },<\/code><\/section><section><code>    \"restart\": {<\/code><\/section><section><code>      \"description\": \"Specifying true will restart this tool. Otherwise, leave this unspecified.\",<\/code><\/section><section><code>      \"type\": \"boolean\"<\/code><\/section><section><code>    }<\/code><\/section><section><code>  }<\/code><\/section><section><code>}<\/code><\/section><\/pre>\n<\/section>\n<ul>\n<li>\n<p>\u52a8\u4f5c\u7a7a\u95f4<\/p>\n<\/li>\n<\/ul>\n<section>Claude Computer Use \u7684 GUI \u52a8\u4f5c\u7a7a\u95f4\u6db5\u76d6\u4e86\u6240\u6709\u5e38\u89c1\u7684\u9f20\u6807\u548c\u952e\u76d8\u64cd\u4f5c\uff0c\u5305\u62ec\u9f20\u6807\u79fb\u52a8\u3001\u5de6\u952e\u5355\u51fb\u3001\u53f3\u952e\u5355\u51fb\u3001\u4e2d\u952e\u5355\u51fb\u3001\u53cc\u51fb\u3001\u62d6\u62fd\u64cd\u4f5c\uff0c\u4ee5\u53ca\u6587\u672c\u8f93\u5165\u3001\u6309\u952e\u89e6\u53d1\u548c\u5feb\u6377\u952e\u7ec4\u5408\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u4e0e\u5750\u6807\u76f8\u5173\u7684\u64cd\u4f5c\u8fd8\u7cbe\u786e\u5230\u76ee\u6807\u4f4d\u7f6e\u5728\u622a\u56fe\u50cf\u7d20\u7a7a\u95f4\u4e2d\u7684\u5177\u4f53\u5750\u6807\u3002<\/section>\n<ul>\n<li>\n<p>\u667a\u80fd\u4f53\u7684\u8bb0\u5fc6<\/p>\n<\/li>\n<\/ul>\n<section>Claude Computer Use \u4f1a\u4fdd\u5b58\u4e00\u7ec4\u5b8c\u6574\u7684\u5386\u53f2\u622a\u56fe\uff0c\u8fd9\u4e9b\u622a\u56fe\u4f1a\u968f\u7740\u4efb\u52a1\u8fdb\u884c\u4e0d\u65ad\u7d2f\u79ef\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65 t\uff0c\u4fdd\u7559\u7684\u5386\u53f2\u622a\u56fe\u7528\u4e8e\u8f85\u52a9\u751f\u6210\u5f53\u524d\u7684\u52a8\u4f5c\uff0c\u5176\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9005fba081f33b74c2e913b91fe45ae0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9005fba081f33b74c2e913b91fe45ae0.png\"><\/a><\/section>\n<section>\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f207614a09e228ca93a654600736aa31.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f207614a09e228ca93a654600736aa31.png\"><\/a>\u8868\u793a\u5f53\u524d\u65f6\u95f4\u6b65 t \u8981\u91c7\u53d6\u7684\u52a8\u4f5c\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03f4dca644b37a38d0b0abe29529306e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03f4dca644b37a38d0b0abe29529306e.png\"><\/a>\u8868\u793a\u4fdd\u7559\u7684\u5386\u53f2\u622a\u56fe\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4c50f76113e7bffcd0034d1fa20f62dd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4c50f76113e7bffcd0034d1fa20f62dd.png\"><\/a>\u4ee3\u8868 Claude 3.5 Sonnet\u3002<\/section>\n<section><\/section>\n<section><strong>\u5f00\u7bb1\u5373\u7528\u7684\u667a\u80fd\u4f53\u6846\u67b6<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8ba9 GUI \u667a\u80fd\u4f53\u66f4\u5b9e\u7528\uff0c\u8be5\u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u6b3e\u8de8\u5e73\u53f0\u6846\u67b6 Computer Use Out-of-the-Box\uff0c\u5b83\u53ef\u4ee5\u5728 Windows \u548c macOS \u4e0a\u8fd0\u884c\uff0c\u65e0\u9700\u4f9d\u8d56 Docker \u6216\u7279\u5b9a\u7684 Linux \u73af\u5883\u3002<\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u4f7f\u7528 PyAutoGUI\uff0c\u8fd9\u4e2a\u6846\u67b6\u80fd\u8ba9\u6a21\u578b\u901a\u8fc7\u7b80\u5355\u7684\u52a8\u4f5c\u6307\u4ee4\u8fdc\u7a0b\u63a7\u5236\u8f6f\u4ef6\uff0c\u5b9e\u73b0\u8de8\u7cfb\u7edf\u7684\u517c\u5bb9\u64cd\u4f5c\u3002<\/section>\n<section><\/section>\n<section><strong>Computer Use\u80fd\u529b\u8bc4\u4f30<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u9664\u4e86\u4e0a\u6587\u5c55\u793a\u7684\u89c6\u9891\u6e38\u620f\u4efb\u52a1\uff0c\u8be5\u7814\u7a76\u5bf9 Claude \u8ba1\u7b97\u673a\u4f7f\u7528\u80fd\u529b\u7684\u8bc4\u4f30\u8fd8\u6db5\u76d6\u4e86<mark data-type=\"tech_tasks\" data-id=\"1e20e9df-d2b6-41bd-83d2-236ef26d7cee\">\u7f51\u9875\u641c\u7d22<\/mark>\u3001\u5de5\u4f5c\u6d41\u3001\u529e\u516c\u8f6f\u4ef6\u51e0\u4e2a\u9886\u57df\uff0c\u603b\u4f53\u8bc4\u4f30\u60c5\u51b5\u5982\u4e0b\u8868 1 \u6240\u793a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7dfd0e6e13012f47ce3a213a9377ef05.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7dfd0e6e13012f47ce3a213a9377ef05.png\"><\/a><\/section>\n<section>\u8be5\u56e2\u961f\u9009\u62e9\u4e86\u4ee5\u4e0b\u4e09\u4e2a\u7ef4\u5ea6\u4e25\u683c\u8bc4\u4f30\u57fa\u4e8e API \u7684 GUI \u81ea\u52a8\u5316\u6a21\u578b\u7684\u6027\u80fd\uff1a<\/section>\n<ul>\n<li>\n<p><mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\uff1a\u8bc4\u4f30\u6a21\u578b\u6839\u636e\u7528\u6237\u7684\u8f93\u5165\u751f\u6210\u53ef\u6267\u884c\u8ba1\u5212\u7684\u80fd\u529b\u3002\u8fd9\u4e2a\u8ba1\u5212\u5e94\u8be5\u662f\u80fd\u8ba9\u8f6f\u4ef6\u6574\u4f53\u6210\u529f\u8fd0\u884c\uff0c\u6bcf\u4e2a\u6b65\u9aa4\u90fd\u6e05\u6670\u4e14\u53ef\u6267\u884c\u7684\u6b63\u786e\u6d41\u7a0b\u3002<\/p>\n<\/li>\n<li>\n<p>\u884c\u52a8\uff1a\u8bc4\u4f30\u6a21\u578b\u662f\u5426\u80fd\u591f\u51c6\u786e\u8bc6\u522b\u5e76\u64cd\u4f5c\u53ef\u4ea4\u4e92\u7684 GUI \u5143\u7d20\uff0c\u540c\u65f6\u6309\u7167\u6d3e\u751f\u8ba1\u5212\u9010\u6b65\u6267\u884c\u5177\u4f53\u64cd\u4f5c\u3002<\/p>\n<\/li>\n<li>\n<p>\u53cd\u601d\uff1a\u8861\u91cf\u6a21\u578b\u5bf9\u52a8\u6001\u73af\u5883\u7684<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u80fd\u529b\uff0c\u5305\u62ec\u5176\u6839\u636e\u64cd\u4f5c\u7ed3\u679c\u8fdb\u884c\u8c03\u6574\u7684\u80fd\u529b\uff0c\u4f8b\u5982\u5728\u4efb\u52a1\u5931\u8d25\u65f6\u5c1d\u8bd5\u91cd\u8bd5\uff0c\u6216\u5728\u4efb\u52a1\u5b8c\u6210\u540e\u53ca\u65f6\u7ec8\u6b62\u64cd\u4f5c\u3002<\/p>\n<\/li>\n<\/ul>\n<section><strong><mark data-type=\"tech_tasks\" data-id=\"1e20e9df-d2b6-41bd-83d2-236ef26d7cee\">\u7f51\u9875\u641c\u7d22<\/mark><\/strong><\/section>\n<section><\/section>\n<section>\u7531\u4e8e\u4e92\u8054\u7f51\u7f51\u9875\u5177\u6709\u52a8\u6001\u7279\u6027\u3001\u4e92\u8fde\u7ed3\u6784\u7b49\u7279\u70b9\uff0c\u6a21\u578b\u9700\u8981\u6839\u636e\u6bcf\u4e2a<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u6b65\u9aa4\u7684\u6267\u884c\u72b6\u6001\u6765\u51b3\u5b9a\u4f55\u65f6\u5411\u524d\u6216\u5411\u540e\u5bfc\u822a\u5386\u53f2\u8bb0\u5f55\u3002\u56e0\u6b64\uff0c\u6a21\u578b\u5fc5\u987b\u5177\u5907\u76f8\u5e94\u5730\u6279\u8bc4\u548c\u8c03\u6574\u5176<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u7684\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u7814\u7a76\u8bc4\u4f30\u4e86\u6a21\u578b\u5728\u53cd\u6620\u73b0\u5b9e\u573a\u666f\u7684\u590d\u6742\u7f51\u7edc\u641c\u7d22\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\uff0c\u65e8\u5728\u8bc4\u4f30\u5176\u5728\u5904\u7406\u52a8\u6001\u5185\u5bb9\u3001\u6267\u884c\u591a\u6b65\u9aa4<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u4ee5\u53ca\u8c03\u6574\u7b56\u7565\u4ee5\u54cd\u5e94\u610f\u5916\u754c\u9762\u884c\u4e3a\u65b9\u9762\u7684\u719f\u7ec3\u7a0b\u5ea6\u3002<\/section>\n<section><\/section>\n<section>\u4f8b\u5982\uff0c\u5728 <mark data-type=\"institutions\" data-id=\"06b21a34-9bd5-4b93-b1be-039b073c60c6\">Amazon<\/mark> \u5546\u57ce\u4e0a\u67e5\u627e\u4ef7\u683c\u4f4e\u4e8e 100 \u7f8e\u5143\u7684 ANC \u8033\u673a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-39951b92b0c62b611b11cdad7d4b8492.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-39951b92b0c62b611b11cdad7d4b8492.png\"><\/a><\/section>\n<section>\u6d4f\u89c8 Apple \u5b98\u65b9\u7f51\u7ad9\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-81ab6b425408aa6211754b32633108a1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-81ab6b425408aa6211754b32633108a1.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a54f30709b189af6eadfb2a666226889.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a54f30709b189af6eadfb2a666226889.png\"><\/a><\/section>\n<section>\u7136\u800c\uff0c\u4e5f\u6709\u5931\u8d25\u7684\u60c5\u51b5\uff0c\u4f8b\u5982\u6267\u884c Fox \u4f53\u80b2\u8ba2\u9605\u4efb\u52a1\u5931\u8d25\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8def84840a11b438237cfd91a601a69c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8def84840a11b438237cfd91a601a69c.png\"><\/a><\/section>\n<section><strong>\u5de5\u4f5c\u6d41<\/strong><\/section>\n<section><\/section>\n<section>\u5de5\u4f5c\u6d41\u4efb\u52a1\u6d89\u53ca\u591a\u5e94\u7528\u7a0b\u5e8f\u4ea4\u4e92\u6216\u591a\u76ee\u6807\u7528\u6237<mark data-type=\"concepts\" data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\uff0c\u9700\u8981\u6a21\u578b\u8de8\u4e0d\u540c\u8f6f\u4ef6\u5e73\u53f0\u65e0\u7f1d\u5bfc\u822a\u548c\u7ba1\u7406\u6570\u636e\u3002\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\uff0c\u7528\u6237\u901a\u5e38\u9700\u8981\u534f\u8c03 Web \u6d4f\u89c8\u5668\u3001\u751f\u4ea7\u529b\u5de5\u5177\u548c\u4e13\u7528\u5e94\u7528\u7a0b\u5e8f\u4e4b\u95f4\u7684\u64cd\u4f5c\u4ee5\u5b8c\u6210\u590d\u6742\u7684\u76ee\u6807\u3002\u8fd9\u4e9b\u4efb\u52a1\u6d4b\u8bd5\u6a21\u578b\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u7ef4\u62a4\u4e0a\u4e0b\u6587\u3001\u51c6\u786e\u5904\u7406\u6570\u636e\u4f20\u8f93\u4ee5\u53ca\u6267\u884c\u591a\u6b65\u9aa4\u6d41\u7a0b\u800c\u4e0d\u4f1a\u5728\u4e2d\u95f4\u72b6\u6001\u4e2d\u4e22\u5931\u8ddf\u8e2a\u7684\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u4f8b\u5982\uff0c\u67e5\u627e\u6700\u65b0\u548c\u672c\u5730\u6d41\u884c\u97f3\u4e50\u5e76\u6dfb\u52a0\u5230\u64ad\u653e\u5217\u8868\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5b836bbd05ca94d8f62dca4f6b50bf14.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5b836bbd05ca94d8f62dca4f6b50bf14.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b559042bbf040f931fabeff50404f4fc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b559042bbf040f931fabeff50404f4fc.png\"><\/a><\/section>\n<section><strong>\u529e\u516c\u8f6f\u4ef6<\/strong><\/section>\n<section><\/section>\n<section>\u529e\u516c\u8f6f\u4ef6\u662f\u73b0\u4ee3\u5de5\u4f5c\u573a\u6240\u548c\u6559\u80b2\u73af\u5883\u4e2d\u6700\u53d7\u6b22\u8fce\u4e14\u4f7f\u7528\u6700\u5e7f\u6cdb\u7684\u7ec4\u6210\u90e8\u5206\u3002\u8fd9\u4e9b\u5e94\u7528\u7a0b\u5e8f\u662f\u5404\u79cd\u4efb\u52a1\u7684\u6838\u5fc3\uff0c\u4ece\u8d77\u8349\u6587\u6863\u548c\u5206\u6790\u6570\u636e\u5230\u521b\u5efa\u6709\u5f71\u54cd\u529b\u7684\u6f14\u793a\u6587\u7a3f\u3002\u8fd9\u4e9b\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u81ea\u52a8\u5316\u4efb\u52a1\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6548\u7387\u3001\u51cf\u5c11\u91cd\u590d\u6027\u5de5\u4f5c\u91cf\u5e76\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\uff0c\u56e0\u6b64\u5176\u4e5f\u662f GUI 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