{"id":26626,"date":"2025-07-01T08:31:05","date_gmt":"2025-07-01T00:31:05","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26626"},"modified":"2025-07-01T08:31:05","modified_gmt":"2025-07-01T00:31:05","slug":"ai-agent-%e4%bd%93%e5%a6%82%e4%bd%95%e6%94%b9%e5%8f%98%e6%88%91%e4%bb%ac%e4%b8%8e%e7%bd%91%e9%a1%b5%e7%9a%84%e4%ba%92%e5%8a%a8%e6%96%b9%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/07\/01\/26626\/","title":{"rendered":"AI Agent \u4f53\u5982\u4f55\u6539\u53d8\u6211\u4eec\u4e0e\u7f51\u9875\u7684\u4e92\u52a8\u65b9\u5f0f"},"content":{"rendered":"
\u7f51\u9875 AI \u667a\u80fd\u4f53\u901a\u8fc7\u6a21\u4eff\u4eba\u7c7b\u4e0e\u7f51\u7ad9\u4e92\u52a8\u7684\u65b9\u5f0f\u5de5\u4f5c\u3002\u5b83\u4eec\u63a5\u6536\u81ea\u7136\u8bed\u8a00\u4efb\u52a1\uff08\u6bd4\u5982\u201c\u627e\u4e00\u53cc 10 \u53f7\u767d\u8272\u978b\u5b50\u201d\uff09\uff0c\u7528\u50cf\u00a0Playwright\u00a0\u8fd9\u6837\u7684\u5de5\u5177\u70b9\u51fb\u6216\u8f93\u5165\uff0c\u9760\u5956\u52b1\u51fd\u6570\u8bc4\u4f30\u4efb\u52a1\u5b8c\u6210\u60c5\u51b5\u3002<\/div>\n
\n
\n

AI \u667a\u80fd\u4f53\uff08\u50cf OpenAI Operator \u8fd9\u6837\u7684\uff09\u80fd\u5e2e\u4f60\u81ea\u52a8\u5b8c\u6210\u7f51\u4e0a\u627e\u4ea7\u54c1\u3001\u7ba1\u7406\u6d4f\u89c8\u5668\u6807\u7b7e\u7b49\u4efb\u52a1\uff0c\u7b80\u76f4\u662f\u89e3\u653e\u53cc\u624b\uff01\u4f46\u8981\u8ba9\u8fd9\u4e9b\u667a\u80fd\u4f53\u771f\u6b63\u6d3e\u4e0a\u7528\u573a\uff0c\u6311\u6218\u53ef\u4e0d\u5c0f\u3002\u8fd9\u7bc7\u6587\u7ae0\u4f1a\u804a\u804a AI \u667a\u80fd\u4f53\u5728\u7f51\u9875\u4e92\u52a8\u4e2d\u7684\u73b0\u72b6\u3001\u75db\u70b9\uff0c\u4ee5\u53ca\u4e00\u4e2a\u53eb\u00a0Agentic Web Interfaces (AWIs)\u00a0\u7684\u65b0\u89e3\u51b3\u65b9\u6848\u3002<\/strong><\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5f15\u8a00<\/h3>\n

AI \u667a\u80fd\u4f53\u60f3\u5728\u7f51\u9875\u4e0a\u5e72\u70b9\u6709\u610f\u4e49\u7684\u4e8b\u513f\uff0c\u8fdc\u6bd4\u5904\u7406\u7b80\u5355\u641c\u7d22\u590d\u6742\u5f97\u591a\u3002<\/p>\n

\u867d\u7136\u00a0MCP (Model Context Protocol)<\/strong>\u00a0\u7f51\u9875\u670d\u52a1\u5668\u80fd\u5e2e\u5fd9\u641e\u5b9a\u641c\u7d22\u64cd\u4f5c\uff0c\u4f46\u66f4\u5927\u7684\u95ee\u9898\u662f\uff0c\u7f51\u9875\u662f\u4e3a\u4eba\u7c7b\u8bbe\u8ba1\u7684\uff0c\u590d\u6742\u7684\u754c\u9762\u3001\u52a8\u6001\u5143\u7d20\u3001\u4ea4\u4e92\u7ec4\u4ef6\uff0cAI \u667a\u80fd\u4f53\u60f3\u987a\u7545\u201c\u8bfb\u61c2\u201d\u53ef\u4e0d\u5bb9\u6613\u3002<\/p>\n

\u5149\u9760\u622a\u56fe\u6216\u8bd5\u56fe\u89e3\u6790\u7f51\u9875\u7ed3\u6784\uff0c\u662f\u4e00\u79cd\u5f88\u7c97\u7cd9\u7684\u529e\u6cd5\uff0c\u7f3a\u4e4f\u8bed\u4e49\u7406\u89e3\uff0c\u81ea\u52a8\u5316\u6548\u679c\u5927\u6253\u6298\u6263\u3002\u6839\u672c\u95ee\u9898\u5728\u4e8e\uff0c\u7f51\u9875\u5185\u5bb9\u662f\u4e3a\u89c6\u89c9\u6d4f\u89c8\u8bbe\u8ba1\u7684\uff0c\u4e0d\u662f\u7ed9\u7a0b\u5e8f\u76f4\u63a5\u8bbf\u95ee\u7684\uff0c\u52a8\u6001\u5185\u5bb9\u3001\u590d\u6742\u5e03\u5c40\u3001\u4ea4\u4e92\u7ec4\u4ef6\u90fd\u8ba9\u89e3\u6790\u53d8\u5f97\u56f0\u96be\u3002<\/p>\n

MCP<\/strong>\u00a0\u6216\u8bb8\u80fd\u5e2e\u4e0a\u5fd9\uff0c\u901a\u8fc7\u63d0\u4f9b\u66f4\u7ed3\u6784\u5316\u7684\u63a5\u53e3\uff0c\u6807\u51c6\u5316 AI \u667a\u80fd\u4f53\u8bbf\u95ee\u548c\u64cd\u4f5c\u7f51\u9875\u8d44\u6e90\u7684\u65b9\u5f0f\uff0c\u6446\u8131\u5bf9\u89c6\u89c9\u89e3\u8bfb\u7684\u4f9d\u8d56\u3002\u4f46 MCP \u751f\u6001\u8fd8\u5728\u53d1\u5c55\uff0c\u80fd\u5426\u5e94\u5bf9\u590d\u6742\u7684\u7f51\u9875\u5bfc\u822a\u8fd8\u5f97\u6253\u4e2a\u95ee\u53f7\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u7406\u60f3\u7684\u89e3\u51b3\u65b9\u6848\u662f\u7f51\u9875\u6807\u51c6\u80fd\u66b4\u9732\u8bed\u4e49\u7ed3\u6784\u548c\u529f\u80fd\uff0c\u7ed9 AI \u667a\u80fd\u4f53\u63d0\u4f9b\u53cb\u597d\u683c\u5f0f\u3002\u4f46\u5728\u8fd9\u79cd\u6807\u51c6\u666e\u53ca\u524d\uff0cAI \u667a\u80fd\u4f53\u8fd8\u5f97\u5728\u4eba\u7c7b\u5bfc\u5411\u7684\u7f51\u9875\u8bbe\u8ba1\u548c\u7a0b\u5e8f\u5316\u8bbf\u95ee\u9700\u6c42\u7684\u5dee\u8ddd\u4e2d\u6323\u624e\u3002<\/p>\n

\u56de\u5230\u7814\u7a76<\/h3>\n

\u6700\u8fd1\u4e00\u9879\u7814\u7a76\u6307\u51fa\uff0c\u5f53\u524d\u57fa\u4e8e\u6d4f\u89c8\u5668\u548c API \u589e\u5f3a\u7684 AI \u667a\u80fd\u4f53\uff0c\u56e0\u4e3a\u4f9d\u8d56\u4eba\u7c7b\u8bbe\u8ba1\u7684\u7f51\u9875\u754c\u9762\uff0c\u9762\u4e34\u4e0d\u5c11\u6311\u6218\u3002<\/p>\n

\u7f51\u9875\u6d4f\u89c8\u5668\u662f\u4e3a\u4eba\u7c7b\u7528\u6237\u548c\u5f00\u53d1\u8005\u8bbe\u8ba1\u7684\uff0c\u4e0d\u662f\u7ed9 AI \u667a\u80fd\u4f53\u7528\u7684\u3002<\/p>\n

\u867d\u7136\u7814\u7a76\u63d0\u51fa\u4e86\u6709\u4ef7\u503c\u7684\u601d\u8003\uff0c\u4f46\u7f3a\u4e4f\u5177\u4f53\u7ec6\u8282\uff0c\u6ca1\u80fd\u5b8c\u5168\u52fe\u52d2\u51fa\u65b0\u7684\u4ea4\u4e92\u8303\u5f0f\uff0c\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u50cf\u00a0arXiv:2505.10609<\/strong>\u00a0\u548c\u00a0arXiv:2505.22368<\/strong>\u00a0\u8fd9\u6837\u7684\u8bba\u6587\u63d0\u4f9b\u4e86\u66f4\u53ef\u64cd\u4f5c\u7684\u7814\u7a76\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u7814\u7a76\u63a2\u7d22\u4e86\u5f53\u524d\u7f51\u9875 AI \u667a\u80fd\u4f53\u7684\u73b0\u72b6\u3001\u5c40\u9650\u6027\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u4e2a\u89e3\u51b3\u65b9\u6848\uff1aAgentic Web Interfaces (AWIs)<\/strong>\uff0c\u8fd8\u662f\u5f88\u503c\u5f97\u4e00\u804a\u3002<\/p>\n

\u7f51\u9875 AI \u667a\u80fd\u4f53\u73b0\u5728\u548b\u5de5\u4f5c<\/h3>\n

\u7f51\u9875 AI \u667a\u80fd\u4f53\u901a\u8fc7\u6a21\u4eff\u4eba\u7c7b\u4e0e\u7f51\u7ad9\u4e92\u52a8\u7684\u65b9\u5f0f\u5de5\u4f5c\u3002\u5b83\u4eec\u63a5\u6536\u81ea\u7136\u8bed\u8a00\u4efb\u52a1\uff08\u6bd4\u5982\u201c\u627e\u4e00\u53cc 10 \u53f7\u767d\u8272\u978b\u5b50\u201d\uff09\uff0c\u7528\u50cf\u00a0Playwright<\/strong>\u00a0\u8fd9\u6837\u7684\u5de5\u5177\u70b9\u51fb\u6216\u8f93\u5165\uff0c\u9760\u5956\u52b1\u51fd\u6570\u8bc4\u4f30\u4efb\u52a1\u5b8c\u6210\u60c5\u51b5\u3002<\/p>\n

\u4e3b\u8981\u6709\u4e24\u79cd\u7c7b\u578b\uff1a<\/p>\n

    \n
  • \u2022\u00a0\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684 AI \u667a\u80fd\u4f53<\/strong>\uff1a\u53ea\u8ddf\u7f51\u7ad9 UI \u6253\u4ea4\u9053\uff0c\u901a\u8fc7\u622a\u56fe\u3001Document Object Model (DOM)<\/strong>\u00a0\u6811\u6216\u53ef\u8bbf\u95ee\u6027\u6811\u6765\u7406\u89e3\u7f51\u9875\u3002<\/li>\n
  • \u2022\u00a0API \u589e\u5f3a\u7684\u6df7\u5408\u667a\u80fd\u4f53<\/strong>\uff1a\u7ed3\u5408 UI \u4ea4\u4e92\u548c\u7f51\u9875 API \u8c03\u7528\u6765\u63d0\u9ad8\u6548\u7387\uff0c\u6bd4\u5982\u76f4\u63a5\u62c9\u53d6\u6570\u636e\u3002<\/li>\n<\/ul>\n

    \u8fd9\u4e24\u79cd\u65b9\u5f0f\u90fd\u6709\u95ee\u9898\uff0c\u56e0\u4e3a\u4eba\u7c7b\u8bbe\u8ba1\u7684\u754c\u9762\u2014\u2014\u590d\u6742 UI \u6216\u6709\u9650\u7684 API\u2014\u2014\u538b\u6839\u513f\u6ca1\u4e3a AI \u667a\u80fd\u4f53\u4f18\u5316\uff0c\u5bfc\u81f4\u6548\u7387\u4f4e\u3001\u98ce\u9669\u9ad8\u3002<\/p>\n

    \u4e0d\u8fc7\uff0c\u8ba9 AI \u667a\u80fd\u4f53\u50cf\u4eba\u7c7b\u4e00\u6837\u201c\u7528\u201d\u73b0\u6709\u7f51\u9875\uff0c\u786e\u5b9e\u6709\u79cd\u7279\u522b\u7684\u5438\u5f15\u529b\u3002<\/p>\n

    \u5f53\u524d\u65b9\u6cd5\u7684\u6311\u6218<\/h3>\n

    \u57fa\u4e8e\u6d4f\u89c8\u5668\u7684 AI \u667a\u80fd\u4f53<\/h4>\n

    \u57fa\u4e8e\u6d4f\u89c8\u5668\u7684 AI \u667a\u80fd\u4f53\u9760\u622a\u56fe\u6216 DOM \u6811\uff0c\u4f46\u5404\u6709\u6bdb\u75c5\uff1a<\/p>\n

      \n
    • \u2022 \u622a\u56fe\u4f1a\u6f0f\u6389\u9690\u85cf\u5143\u7d20\uff08\u6bd4\u5982\u4e0b\u62c9\u83dc\u5355\uff09\uff0cDOM \u6811\u89e3\u6790\u53c8\u8d39\u8ba1\u7b97\u8d44\u6e90\u3002<\/li>\n
    • \u2022 AI \u667a\u80fd\u4f53\u53cd\u590d\u6e32\u67d3\u7f51\u9875\u4f1a\u7ed9\u670d\u52a1\u5668\u6dfb\u8d1f\u62c5\uff0c\u89e6\u53d1\u50cf CAPTCHA \u8fd9\u6837\u7684\u9632\u5fa1\u673a\u5236\uff0c\u5f71\u54cd\u4eba\u7c7b\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n
    • \u2022 \u66f4\u7cdf\u7684\u662f\uff0c\u5b83\u4eec\u80fd\u8bbf\u95ee\u6d4f\u89c8\u5668\u6570\u636e\uff08\u6bd4\u5982\u5bc6\u7801\uff09\uff0c\u5e26\u6765\u9690\u79c1\u98ce\u9669\uff0c\u6bd4\u5982\u672a\u7ecf\u6388\u6743\u7684\u8d2d\u4e70\u3002<\/li>\n<\/ul>\n

      API \u589e\u5f3a\u7684\u6df7\u5408 AI \u667a\u80fd\u4f53<\/h4>\n

      \u6df7\u5408\u667a\u80fd\u4f53\u7528 API \u7ed5\u8fc7\u4e00\u4e9b UI \u9650\u5236\uff0c\u4f46 API \u529f\u80fd\u6709\u9650\uff0c\u50cf\u6392\u5e8f\u4ea7\u54c1\u8fd9\u79cd\u4efb\u52a1\u5f97\u5f00\u53d1\u8005\u8d39\u8001\u5927\u52b2\u3002<\/p>\n

      \u9891\u7e41\u8c03\u7528 API \u8fd8\u53ef\u80fd\u89e6\u53d1\u901f\u7387\u9650\u5236\uff0c\u903c\u5f97\u667a\u80fd\u4f53\u53ea\u80fd\u9760\u4f4e\u6548\u7684 UI \u4ea4\u4e92\u3002<\/p>\n

      \u5b89\u5168\u4e5f\u662f\u4e2a\u95ee\u9898\uff0cAI \u667a\u80fd\u4f53\u7528\u5185\u90e8 API \u53ef\u80fd\u7ed5\u8fc7\u50cf\u53cc\u91cd\u9a8c\u8bc1\u8fd9\u6837\u7684\u9632\u62a4\uff0c\u9020\u6210\u672a\u7ecf\u6388\u6743\u7684\u8bbf\u95ee\u548c\u9ad8\u989d\u4f7f\u7528\u6210\u672c\u3002<\/p>\n

      \u7814\u7a76\u8ba4\u4e3a\uff0c\u5f3a\u8feb AI \u667a\u80fd\u4f53\u9002\u5e94\u4eba\u7c7b\u754c\u9762\u662f\u4e2a\u9519\u8bef\u65b9\u5411\uff0c\u63d0\u51fa\u4e86\u00a0AWIs<\/strong>\u2014\u2014\u4e13\u4e3a AI \u667a\u80fd\u4f53\u8bbe\u8ba1\u7684\u63a5\u53e3\u3002<\/p>\n

      \u5982\u4f55\u6253\u9020\u4e00\u4e2a OpenAI \u7684\u8ba1\u7b97\u673a\u4f7f\u7528\u667a\u80fd\u4f53\uff08CUA \u6a21\u578b\uff09<\/h4>\n

      \u60f3\u5efa\u4e00\u4e2a\u80fd\u5e2e\u4f60\u5b8c\u6210\u4efb\u52a1\u7684\u8ba1\u7b97\u673a\u4f7f\u7528\u667a\u80fd\u4f53\uff1f\u7528 OpenAI \u7684\u00a0CUA \u6a21\u578b<\/strong>\u00a0\u6765\u521b\u5efa\u4e00\u4e2a AI \u667a\u80fd\u4f53\u2026\u2026\uff08\u8be6\u60c5\u89c1 cobusgreyling.medium.com\uff09<\/p>\n

      \u65b0\u8303\u5f0f\uff1fAgentic Web Interfaces (AWIs)<\/h4>\n

      AWIs<\/strong>\u00a0\u65e8\u5728\u901a\u8fc7\u521b\u5efa\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u3001\u4e3a AI \u667a\u80fd\u4f53\u4f18\u5316\u7684\u4ea4\u4e92\u5c42\u6765\u89e3\u51b3\u95ee\u9898\u3002\u7814\u7a76\u63d0\u51fa\u4e86\u51e0\u4e2a\u6307\u5bfc\u539f\u5219\uff1a<\/p>\n

      \u2022 AWIs \u5f97\u6807\u51c6\u5316<\/strong>\u3001\u4ee5\u4eba\u4e3a\u672c<\/strong>\u3001\u5b89\u5168<\/strong>\u3001\u9ad8\u6548<\/strong>\uff0c\u8fd8\u5f97\u5bf9\u5f00\u53d1\u8005\u53cb\u597d\u3002<\/p>\n

      \u7814\u7a76\u8fd8\u7ed9\u51fa\u4e86\u5177\u4f53\u5efa\u8bae\uff1a<\/p>\n

      \u7edf\u4e00\u7684\u9ad8\u7ea7\u52a8\u4f5c<\/h4>\n

      AWIs \u53ef\u4ee5\u7528\u50cf\u201cgoto\u201d\u8fd9\u6837\u7684\u52a8\u4f5c\uff0c\u628a\u591a\u6b65\u64cd\u4f5c\uff08\u6bd4\u5982\u8f93\u5165 URL \u5e76\u6309\u56de\u8f66\uff09\u5408\u4e3a\u4e00\u6b65\uff0c\u4fdd\u6301\u7f51\u7ad9\u95f4\u4e00\u81f4\u6027\u3002<\/p>\n

      UI \u517c\u5bb9\u6027<\/h4>\n

      \u50cf\u00a0Playwright<\/strong>\u00a0\u8fd9\u6837\u7684\u53cc\u5411\u5de5\u5177\u53ef\u4ee5\u540c\u6b65 AWI \u548c UI \u72b6\u6001\uff0c\u786e\u4fdd\u4e0e\u4eba\u7c7b\u6d4f\u89c8\u5668\u517c\u5bb9\u3002<\/p>\n

      \u8bbf\u95ee\u63a7\u5236<\/h4>\n

      \u901a\u8fc7\u8bbf\u95ee\u63a7\u5236\u5217\u8868\u548c\u751f\u7269\u8bc6\u522b\u6280\u672f\uff0c\u9650\u5236 AI \u667a\u80fd\u4f53\u8bbf\u95ee\u654f\u611f\u6570\u636e\uff0c\u63d0\u5347\u5b89\u5168\u6027\u3002<\/p>\n

      \u6e10\u8fdb\u5f0f\u4fe1\u606f\u4f20\u8f93<\/h4>\n

      \u53ea\u53d1\u9001\u5fc5\u8981\u6570\u636e\uff08\u6bd4\u5982\u538b\u7f29\u540e\u7684\u56fe\u7247\uff09\uff0c\u80fd\u51cf\u5c11\u5e26\u5bbd\u548c\u6210\u672c\u3002<\/p>\n

      \u4efb\u52a1\u961f\u5217<\/h4>\n

      \u9650\u5236\u5e76\u53d1\u667a\u80fd\u4f53\u6570\u91cf\uff0c\u5206\u6563\u4f7f\u7528\uff0c\u80fd\u907f\u514d\u670d\u52a1\u5668\u8fc7\u8f7d\uff0c\u4e5f\u60e0\u53ca\u4eba\u7c7b\u7528\u6237\u3002<\/p>\n

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