{"id":5319,"date":"2024-12-13T13:05:03","date_gmt":"2024-12-13T05:05:03","guid":{"rendered":"https:\/\/nullthought.net\/?p=5319"},"modified":"2025-02-23T11:08:36","modified_gmt":"2025-02-23T03:08:36","slug":"%e6%b5%85%e8%b0%88agentic-ai%ef%bc%88%e4%bb%a3%e7%90%86%e5%9e%8b%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%ef%bc%89","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=5319","title":{"rendered":"\u6d45\u8c08Agentic AI\uff08\u4ee3\u7406\u578b\u4eba\u5de5\u667a\u80fd\uff09"},"content":{"rendered":"\n

Agentic AI\uff08\u4ee3\u7406\u578b\u4eba\u5de5\u667a\u80fd\uff09\u662f\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u4e00\u4e2a\u91cd\u8981\u9636\u6bb5\uff0c\u4ee3\u8868\u4e86\u4e00\u79cd\u80fd\u591f\u81ea\u4e3b\u884c\u52a8\u3001\u51b3\u7b56\u548c\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684\u667a\u80fd\u7cfb\u7edf\u3002\u8fd9\u79cd\u6280\u672f\u8d85\u8d8a\u4e86\u4f20\u7edf\u7684\u751f\u6210\u5f0fAI\uff08Generative AI\uff09\uff0c\u4e0d\u4ec5\u4ec5\u7528\u4e8e\u751f\u6210\u5185\u5bb9\u6216\u63d0\u4f9b\u9759\u6001\u5efa\u8bae\uff0c\u800c\u662f\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\uff0c\u62e5\u6709\u4e00\u5b9a\u7a0b\u5ea6\u7684\u81ea\u4e3b\u6027\u548c\u667a\u80fd\u6027\uff0c\u5b8c\u6210\u4efb\u52a1\u5e76\u9002\u5e94\u73af\u5883\u53d8\u5316\u3002Agentic AI \u7684\u6838\u5fc3\u7279\u5f81\u662f\u201c\u81ea\u4e3b\u6027\u201d\uff08Agency\uff09\uff0c\u6307\u5176\u5728\u6709\u9650\u6216\u660e\u786e\u7684\u6307\u5bfc\u4e0b\uff0c\u81ea\u4e3b\u8bc6\u522b\u95ee\u9898\u3001\u5236\u5b9a\u8ba1\u5212\u5e76\u91c7\u53d6\u884c\u52a8\u3002\u4e0e\u4f20\u7edfAI\u7cfb\u7edf\u76f8\u6bd4\uff0cAgentic AI\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5176\u80fd\u591f\uff1a1)\u7406\u89e3\u590d\u6742\u7684\u4efb\u52a1\u73af\u5883\uff1b2)\u52a8\u6001\u8c03\u6574\u884c\u4e3a\u4ee5\u5e94\u5bf9\u53d8\u5316\uff1b3)\u5b8c\u6210\u5177\u6709\u591a\u6b65\u9aa4\u3001\u591a\u76ee\u6807\u7684\u4efb\u52a1\u3002<\/p>\n\n\n\n

    <\/ol>\n\n\n\n
    \u4e00\u3001Agentic AI \u7684\u5173\u952e\u7279\u6027<\/strong><\/h5>\n\n\n\n

    1. \u81ea\u4e3b\u51b3\u7b56<\/strong>\uff1aAgentic AI\u80fd\u591f\u72ec\u7acb\u5206\u6790\u590d\u6742\u95ee\u9898\uff0c\u65e0\u9700\u4eba\u4e3a\u4ecb\u5165\u5373\u53ef\u505a\u51fa\u5b9e\u65f6\u51b3\u7b56\u3002\u793a\u4f8b\uff1a\u5728\u4f9b\u5e94\u94fe\u7ba1\u7406\u4e2d\uff0cAI\u53ef\u4ee5\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u4f18\u5316\u7269\u6d41\u8def\u5f84\uff0c\u964d\u4f4e\u6210\u672c\u3002<\/p>\n\n\n\n

    2. \u73af\u5883\u9002\u5e94\u6027<\/strong>\uff1aAgentic AI\u7ed3\u5408\u5f3a\u5316\u5b66\u4e60\u548c\u4f20\u611f\u6280\u672f\uff0c\u5bf9\u73af\u5883\u53d8\u5316\u5177\u5907\u81ea\u9002\u5e94\u80fd\u529b\u3002\u793a\u4f8b\uff1a\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u901a\u8fc7\u611f\u77e5\u4ea4\u901a\u60c5\u51b5\u52a8\u6001\u8c03\u6574\u9a7e\u9a76\u884c\u4e3a\u3002<\/p>\n\n\n\n

    3. \u4efb\u52a1\u89c4\u5212\u4e0e\u6267\u884c<\/strong>\uff1a\u80fd\u591f\u5236\u5b9a\u76ee\u6807\u5e76\u89c4\u5212\u8def\u5f84\uff0c\u6267\u884c\u4efb\u52a1\u76f4\u5230\u5b8c\u6210\u3002\u793a\u4f8b\uff1a\u865a\u62df\u62a4\u7406\u673a\u5668\u4eba\u53ef\u4ee5\u89c4\u5212\u8001\u5e74\u4eba\u65e5\u5e38\u62a4\u7406\u65f6\u95f4\u8868\u5e76\u52a8\u6001\u8c03\u6574\u3002<\/p>\n\n\n\n

    4. \u591a\u6a21\u6001\u4fe1\u606f\u5904\u7406<\/strong>\uff1aAgentic AI\u53ef\u4ee5\u6574\u5408\u89c6\u89c9\u3001\u8bed\u8a00\u3001\u8bed\u97f3\u7b49\u591a\u79cd\u8f93\u5165\u6765\u6e90\uff0c\u4e3a\u590d\u6742\u4efb\u52a1\u63d0\u4f9b\u5168\u65b9\u4f4d\u652f\u6301\u3002\u793a\u4f8b\uff1a\u5ba2\u670dAI\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u5ba2\u6237\u7684\u8bed\u97f3\u63d0\u95ee\u548c\u5b9e\u65f6\u804a\u5929\u8f93\u5165\u3002<\/p>\n\n\n\n

    5. \u4eba\u673a\u534f\u4f5c<\/strong>\uff1aAgentic AI \u65e8\u5728\u589e\u5f3a\u800c\u975e\u53d6\u4ee3\u4eba\u7c7b\u80fd\u529b\uff0c\u4e0e\u4eba\u7c7b\u534f\u4f5c\u4ee5\u5b8c\u6210\u9ad8\u6548\u3001\u590d\u6742\u7684\u4efb\u52a1\u3002<\/p>\n\n\n\n

    \u4e8c\u3001Agentic AI \u7684\u6280\u672f\u57fa\u7840<\/strong><\/h5>\n\n\n\n
      \n
    1. \u751f\u6210\u5f0fAI\u6a21\u578b<\/strong>\uff1a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5982 GPT\uff09\u548c\u89c6\u89c9\u751f\u6210\u6a21\u578b\uff0cAgentic AI\u80fd\u591f\u751f\u6210\u5185\u5bb9\u5e76\u56de\u7b54\u590d\u6742\u95ee\u9898\u3002<\/li>\n\n\n\n
    2. \u5f3a\u5316\u5b66\u4e60\uff08Reinforcement Learning\uff09<\/strong>\uff1a\u901a\u8fc7\u5956\u52b1\u673a\u5236\u8bad\u7ec3AI\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u7279\u5b9a\u60c5\u5883\u4e2d\u627e\u5230\u6700\u4f73\u7b56\u7565\u3002<\/li>\n\n\n\n
    3. \u591a\u6a21\u6001\u96c6\u6210<\/strong>\uff1a\u6574\u5408\u56fe\u50cf\u3001\u8bed\u97f3\u548c\u6587\u672c\uff0c\u5f62\u6210\u5bf9\u73af\u5883\u7684\u5168\u9762\u7406\u89e3\u3002<\/li>\n\n\n\n
    4. \u8fb9\u7f18\u8ba1\u7b97\u4e0e\u5b9e\u65f6\u5904\u7406<\/strong>\uff1a\u7ed3\u5408\u7269\u8054\u7f51<\/a>\u6280\u672f\uff0cAgentic AI\u53ef\u4ee5\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u5feb\u901f\u5904\u7406\u548c\u54cd\u5e94\u6570\u636e\u3002<\/li>\n\n\n\n
    5. \u795e\u7ecf\u7f51\u7edc\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528\u9ad8\u6548\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u548c\u67b6\u6784\uff08\u5982Transformer\uff09\uff0c\u5b9e\u73b0\u66f4\u5feb\u7684\u5b66\u4e60\u548c\u63a8\u7406\u80fd\u529b\u3002<\/li>\n<\/ol>\n\n\n\n
      \u4e09\u3001Agentic AI \u7684\u5b9e\u9645\u5e94\u7528<\/strong><\/h5>\n\n\n\n

      1. \u4f01\u4e1a\u7ba1\u7406<\/strong>\uff1a\u4f18\u5316\u8d44\u6e90\u5206\u914d\u3001\u9884\u6d4b\u5e02\u573a\u8d8b\u52bf\u3001\u81ea\u52a8\u5316\u751f\u4ea7\u6d41\u7a0b\u3002\u793a\u4f8b\uff1aAI\u9a71\u52a8\u7684\u4f01\u4e1a\u52a9\u624b\u53ef\u4ee5\u6839\u636e\u9500\u552e\u6570\u636e\u8c03\u6574\u8425\u9500\u7b56\u7565\uff0c\u53ef\u4f18\u5316\u5e93\u5b58\u3001\u9884\u6d4b\u5e02\u573a\u9700\u6c42\uff0c\u663e\u8457\u63d0\u5347\u8fd0\u8425\u6548\u7387\u3002<\/p>\n\n\n\n

      2. \u533b\u7597\u5065\u5eb7<\/strong>\uff1a\u63d0\u4f9b\u4e2a\u6027\u5316\u5065\u5eb7\u7ba1\u7406\u548c\u75be\u75c5\u9884\u6d4b\u3002\u793a\u4f8b\uff1a\u865a\u62df\u62a4\u7406\u52a9\u624b\u80fd\u591f\u5168\u5929\u5019\u76d1\u6d4b\u60a3\u8005\u5065\u5eb7\u72b6\u51b5\uff0c\u53d1\u51fa\u8b66\u62a5\u6216\u63d0\u4f9b\u5065\u5eb7\u5efa\u8bae\u3002<\/p>\n\n\n\n

      3. \u6559\u80b2\u4e0e\u57f9\u8bad<\/strong>\uff1a\u4e2a\u6027\u5316\u6559\u5b66\u65b9\u6848\u548c\u5b9e\u65f6\u53cd\u9988\u3002\u793a\u4f8b\uff1aAI\u5bfc\u5e08\u6839\u636e\u5b66\u751f\u7684\u5b66\u4e60\u8868\u73b0\u8c03\u6574\u6559\u5b66\u5185\u5bb9\u3002<\/p>\n\n\n\n

      4. \u4ea4\u901a\u4e0e\u7269\u6d41<\/strong>\uff1a\u81ea\u52a8\u9a7e\u9a76\u3001\u7269\u6d41\u8def\u5f84\u4f18\u5316\u3002\u793a\u4f8b\uff1aAI\u53ef\u4ee5\u6839\u636e\u5b9e\u65f6\u4ea4\u901a\u72b6\u51b5\u8c03\u6574\u914d\u9001\u8def\u7ebf\uff0c\u51cf\u5c11\u5ef6\u8bef\u3002<\/p>\n\n\n\n

      5. \u4e2a\u4eba\u751f\u6d3b<\/strong>\uff1a\u667a\u80fd\u52a9\u7406\uff0c\u5982\u65c5\u884c\u89c4\u5212\u3001\u5bb6\u5ead\u7ba1\u7406\u3002\u793a\u4f8b\uff1aAgentic AI\u53ef\u4ee5\u89c4\u5212\u590d\u6742\u7684\u56fd\u9645\u65c5\u884c\uff0c\u5305\u62ec\u822a\u73ed\u9884\u8ba2\u3001\u4f4f\u5bbf\u5b89\u6392\u548c\u884c\u7a0b\u4f18\u5316\u3002<\/p>\n\n\n\n

      \"\"
      Created by Midjourney<\/figcaption><\/figure>\n\n\n\n
      \u56db\u3001Agentic AI \u7684\u6f5c\u5728\u4f18\u52bf<\/strong><\/h5>\n\n\n\n
        \n
      1. \u6548\u7387\u63d0\u5347<\/strong>\uff1a\u81ea\u52a8\u5316\u91cd\u590d\u4efb\u52a1\uff0c\u4f7f\u4eba\u7c7b\u4e13\u6ce8\u4e8e\u9ad8\u4ef7\u503c\u5de5\u4f5c\u3002<\/li>\n\n\n\n
      2. \u5b9e\u65f6\u54cd\u5e94<\/strong>\uff1a\u9002\u5e94\u5feb\u901f\u53d8\u5316\u7684\u52a8\u6001\u73af\u5883\u3002<\/li>\n\n\n\n
      3. \u589e\u5f3a\u51b3\u7b56<\/strong>\uff1a\u63d0\u4f9b\u6570\u636e\u9a71\u52a8\u7684\u5b9e\u65f6\u5206\u6790\u4e0e\u5efa\u8bae\u3002<\/li>\n\n\n\n
      4. \u964d\u4f4e\u6210\u672c<\/strong>\uff1a\u4f18\u5316\u8d44\u6e90\u4f7f\u7528\uff0c\u51cf\u5c11\u4eba\u5de5\u64cd\u4f5c\u7684\u9700\u6c42\u3002<\/li>\n<\/ol>\n\n\n\n
        \u4e94\u3001Agentic AI \u9762\u4e34\u7684\u6311\u6218<\/strong><\/h5>\n\n\n\n
          \n
        1. \u6570\u636e\u9690\u79c1\u4e0e\u4f26\u7406<\/strong>\uff1a\u81ea\u4e3bAI\u53ef\u80fd\u9700\u8981\u8bbf\u95ee\u5927\u91cf\u7528\u6237\u6570\u636e\uff0c\u5982\u4f55\u4fdd\u62a4\u9690\u79c1\u662f\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u3002<\/li>\n\n\n\n
        2. \u4fe1\u4efb\u4e0e\u900f\u660e\u6027<\/strong>\uff1a\u786e\u4fddAI\u7684\u51b3\u7b56\u8fc7\u7a0b\u900f\u660e\u4e14\u53ef\u89e3\u91ca\u3002<\/li>\n\n\n\n
        3. \u5b89\u5168\u6027<\/strong>\uff1a\u9632\u6b62\u81ea\u4e3bAI\u88ab\u6ee5\u7528\u6216\u53d7\u5230\u7f51\u7edc\u653b\u51fb\u3002<\/li>\n\n\n\n
        4. \u5c31\u4e1a\u5e02\u573a\u5f71\u54cd<\/strong>\uff1a\u5927\u91cf\u81ea\u52a8\u5316\u53ef\u80fd\u5bf9\u4f4e\u6280\u80fd\u52b3\u52a8\u8005\u9020\u6210\u51b2\u51fb\u3002<\/li>\n<\/ol>\n\n\n\n
          \u516d\u3001Agentic AI \u7684\u672a\u6765\u524d\u666f<\/strong><\/h5>\n\n\n\n
            \n
          1. \u6784\u5efa\u667a\u80fd\u751f\u6001<\/strong>\uff1aAgentic AI\u5c06\u6210\u4e3a\u667a\u80fd\u57ce\u5e02\u3001\u667a\u80fd\u4ea4\u901a\u3001\u667a\u80fd\u5236\u9020\u3001\u667a\u80fd\u5bb6\u5c45\u7b49\u7b49\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002<\/li>\n\n\n\n
          2. \u4eba\u673a\u5408\u4f5c\u7684\u65b0\u65f6\u4ee3<\/strong>\uff1a\u5728\u590d\u6742\u4efb\u52a1\u4e2d\uff0c\u4eba\u7c7b\u548cAgentic AI\u7684\u5408\u4f5c\u5c06\u521b\u9020\u66f4\u591a\u4ef7\u503c\u3002<\/li>\n\n\n\n
          3. \u63a8\u52a8\u4ea7\u4e1a\u53d8\u9769<\/strong>\uff1a\u901a\u8fc7\u667a\u80fd\u5316\u3001\u81ea\u52a8\u5316\u91cd\u65b0\u5b9a\u4e49\u751f\u4ea7\u65b9\u5f0f\u548c\u670d\u52a1\u6a21\u5f0f\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

            Agentic AI\uff08\u4ee3\u7406\u578b\u4eba\u5de5\u667a\u80fd\uff09\u662f\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u4e00\u4e2a\u91cd\u8981\u9636\u6bb5\uff0c\u4ee3\u8868\u4e86\u4e00\u79cd\u80fd\u591f\u81ea\u4e3b\u884c\u52a8\u3001\u51b3\u7b56\u548c\u6267\u884c\u590d\u6742\u4efb\u52a1 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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