{"id":36,"date":"2026-05-03T07:35:25","date_gmt":"2026-05-03T07:35:25","guid":{"rendered":"https:\/\/blog.joezhou.top\/ai-agent\/"},"modified":"2026-05-03T07:35:25","modified_gmt":"2026-05-03T07:35:25","slug":"ai-agent","status":"publish","type":"post","link":"https:\/\/www.joezhou.top\/?p=36","title":{"rendered":"AI Agent\u2014\u2014\u5927\u6a21\u578b\u4ece\u5de5\u5177\u5230\u667a\u80fd\u4f53\u7684\u8fdb\u5316\u4e4b\u8def"},"content":{"rendered":"

\u5f15\u8a00<\/h2>\n

\u5982\u679c\u8bf4\u5927\u8bed\u8a00\u6a21\u578b\u672c\u8eab\u662f\u4e00\u5957\u5f3a\u5927\u7684”\u601d\u7ef4\u5f15\u64ce”\uff0c\u90a3\u4e48 AI Agent \u5c31\u662f\u7ed9\u8fd9\u5957\u5f15\u64ce\u88c5\u4e0a\u4e86”\u624b”\u548c”\u811a”\u3002AI Agent \u4ee5\u5927\u6a21\u578b\u4e3a\u6838\u5fc3\uff0c\u7ed3\u5408\u5de5\u5177\u8c03\u7528\u3001\u8bb0\u5fc6\u7ba1\u7406\u548c\u4efb\u52a1\u89c4\u5212\u80fd\u529b\uff0c\u6784\u5efa\u51fa\u80fd\u591f\u81ea\u4e3b\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u30022024\u5e74\u4ee5\u6765\uff0cAI Agent \u5df2\u7ecf\u6210\u4e3a AI \u9886\u57df\u6700\u70ed\u95e8\u7684\u7814\u7a76\u548c\u5e94\u7528\u65b9\u5411\u4e4b\u4e00\u3002<\/p>\n

\u4e00\u3001\u4ec0\u4e48\u662f AI Agent<\/h2>\n

\u5b66\u672f\u754c\u5bf9 AI Agent \u7684\u5b9a\u4e49\u53ef\u4ee5\u8ffd\u6eaf\u5230\u4eba\u5de5\u667a\u80fd\u7684\u65e9\u671f\u7814\u7a76\uff0c\u4f46\u5f53\u524d\u8bed\u5883\u4e0b\u7684 AI Agent \u7279\u6307\u4ee5\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u6838\u5fc3\u9a71\u52a8\u3001\u5177\u5907\u81ea\u4e3b\u611f\u77e5\u548c\u884c\u52a8\u80fd\u529b\u7684\u667a\u80fd\u7cfb\u7edf\u3002\u4e00\u4e2a\u5178\u578b\u7684 AI Agent \u5305\u542b\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u7ec4\u6210\u90e8\u5206\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n
\u7ec4\u4ef6<\/th>\n\u529f\u80fd<\/th>\n\u6280\u672f\u5b9e\u73b0<\/th>\n<\/tr>\n<\/thead>\n
\u6838\u5fc3\u6a21\u578b<\/td>\n\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e0e\u751f\u6210<\/td>\nGPT-4\/Claude\/Qwen \u7b49<\/td>\n<\/tr>\n
\u5de5\u5177\u96c6<\/td>\n\u8c03\u7528\u5916\u90e8\u670d\u52a1\u7684\u80fd\u529b<\/td>\nAPI \/ Function Calling<\/td>\n<\/tr>\n
\u8bb0\u5fc6\u7cfb\u7edf<\/td>\n\u77ed\u671f\u4e0e\u957f\u671f\u8bb0\u5fc6\u7ba1\u7406<\/td>\n\u5411\u91cf\u6570\u636e\u5e93 \/ \u4f1a\u8bdd\u6458\u8981<\/td>\n<\/tr>\n
\u4efb\u52a1\u89c4\u5212<\/td>\n\u5c06\u590d\u6742\u76ee\u6807\u62c6\u89e3\u4e3a\u6b65\u9aa4<\/td>\nReAct \/ Plan-and-Execute<\/td>\n<\/tr>\n
\u53cd\u9988\u5faa\u73af<\/td>\n\u6839\u636e\u6267\u884c\u7ed3\u679c\u8c03\u6574\u7b56\u7565<\/td>\n\u9519\u8bef\u5904\u7406 \/ \u9012\u5f52\u6539\u8fdb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Agent \u4e0e\u4f20\u7edf\u804a\u5929\u673a\u5668\u4eba\u7684\u672c\u8d28\u533a\u522b\u5728\u4e8e\uff1a\u804a\u5929\u673a\u5668\u4eba\u7684\u4ea4\u4e92\u6a21\u5f0f\u662f”\u4e00\u95ee\u4e00\u7b54”\uff0c\u5b8c\u5168\u7531\u7528\u6237\u9a71\u52a8\uff1b\u800c Agent \u5177\u6709\u4e3b\u52a8\u6027\u548c\u81ea\u4e3b\u6027\u2014\u2014\u5b83\u53ef\u4ee5\u5728\u7528\u6237\u7ed9\u51fa\u4e00\u4e2a\u76f8\u5bf9\u7b3c\u7edf\u7684\u76ee\u6807\u540e\uff0c\u81ea\u4e3b\u5730\u5c06\u5176\u5206\u89e3\u4e3a\u82e5\u5e72\u5b50\u4efb\u52a1\uff0c\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u4f9d\u6b21\u6267\u884c\uff0c\u5e76\u5728\u9047\u5230\u95ee\u9898\u65f6\u6839\u636e\u53cd\u9988\u52a8\u6001\u8c03\u6574\u65b9\u6848\u3002<\/p>\n

\u4e8c\u3001Agent \u7684\u6280\u672f\u67b6\u6784<\/h2>\n

\u76ee\u524d\u6700\u6d41\u884c\u7684 Agent \u67b6\u6784\u6a21\u5f0f\u662f ReAct\uff08Reasoning + Acting\uff0c\u63a8\u7406+\u884c\u52a8\uff09\u6a21\u5f0f\u3002ReAct \u63d0\u51fa\u4e86\u4e00\u79cd”\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf”\u7684\u5faa\u73af\uff1a\u6a21\u578b\u5728\u6bcf\u4e00\u6b65\u5148\u601d\u8003\u5f53\u524d\u72b6\u6001\u548c\u4e0b\u4e00\u6b65\u8ba1\u5212\uff08Reasoning\uff09\uff0c\u7136\u540e\u6267\u884c\u4e00\u4e2a\u5177\u4f53\u7684\u52a8\u4f5c\uff08Acting\uff09\uff0c\u5982\u8c03\u7528\u4e00\u4e2a\u51fd\u6570\u6216\u641c\u7d22\u77e5\u8bc6\u5e93\u3002\u89c2\u5bdf\u52a8\u4f5c\u7684\u8fd4\u56de\u7ed3\u679c\u540e\uff0c\u6a21\u578b\u8fdb\u884c\u4e0b\u4e00\u8f6e\u601d\u8003\u3002\u8fd9\u4e2a\u5faa\u73af\u6301\u7eed\u8fdb\u884c\uff0c\u76f4\u5230\u4efb\u52a1\u5b8c\u6210\u3002<\/p>\n

\u6bd4 ReAct \u66f4\u9002\u5408\u590d\u6742\u4efb\u52a1\u7684\u662f Plan-and-Execute \u6a21\u5f0f\u3002\u5728\u8fd9\u79cd\u6a21\u5f0f\u4e0b\uff0cAgent \u9996\u5148\u6839\u636e\u7528\u6237\u7684\u76ee\u6807\u751f\u6210\u4e00\u4e2a\u8be6\u7ec6\u7684\u6267\u884c\u8ba1\u5212\uff08Plan\uff09\uff0c\u7136\u540e\u9010\u6b65\u6267\u884c\u8ba1\u5212\u4e2d\u7684\u6bcf\u4e00\u4e2a\u6b65\u9aa4\u3002\u5982\u679c\u67d0\u4e2a\u6b65\u9aa4\u6267\u884c\u5931\u8d25\uff0cAgent \u4f1a\u5c1d\u8bd5\u4fee\u6539\u5269\u4f59\u7684\u8ba1\u5212\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u4e00\u4e2a\u663e\u8457\u597d\u5904\u662f\u9002\u5408\u9700\u8981\u591a\u6b65\u9aa4\u534f\u4f5c\u7684\u590d\u6742\u4efb\u52a1\uff0c\u5e76\u4e14\u6574\u4e2a\u6267\u884c\u8fc7\u7a0b\u5bf9\u7528\u6237\u53ef\u89c1\u548c\u53ef\u63a7\u3002<\/p>\n

\n \ud83d\udca1 \u5173\u952e\u80fd\u529b<\/strong><\/p>\n

Function Calling\uff08\u51fd\u6570\u8c03\u7528\uff09\u662f\u5b9e\u73b0 Agent \u80fd\u529b\u7684\u57fa\u7840\u3002\u5927\u6a21\u578b\u901a\u8fc7 Function Calling \u53ef\u4ee5\u8bc6\u522b\u7528\u6237\u610f\u56fe\u5e76\u81ea\u52a8\u9009\u62e9\u5408\u9002\u7684 API \u8fdb\u884c\u8c03\u7528\u3002OpenAI \u5728 2023 \u5e74\u9996\u6b21\u5728 API \u4e2d\u5f15\u5165\u8fd9\u4e00\u80fd\u529b\uff0c\u6b64\u540e\u5404\u5927\u6a21\u578b\u666e\u904d\u8ddf\u8fdb\u3002<\/p>\n<\/div>\n

\u5728\u8bb0\u5fc6\u7ba1\u7406\u65b9\u9762\uff0cAgent \u9762\u4e34\u7684\u6700\u5927\u6311\u6218\u662f\u5982\u4f55\u5728\u957f\u65f6\u95f4\u7684\u4ea4\u4e92\u4e2d\u4fdd\u6301\u4e00\u81f4\u6027\u3002\u5f53\u524d\u7684\u89e3\u51b3\u65b9\u6848\u5206\u4e3a\u4e24\u4e2a\u5c42\u9762\uff1a\u77ed\u671f\u8bb0\u5fc6\u901a\u8fc7\u5c06\u6700\u8fd1\u51e0\u8f6e\u7684\u5bf9\u8bdd\u5386\u53f2\u76f4\u63a5\u62fc\u63a5\u5230\u5927\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u4e2d\u5b9e\u73b0\uff1b\u957f\u671f\u8bb0\u5fc6\u5219\u901a\u8fc7\u5b9a\u671f\u5bf9\u5bf9\u8bdd\u5386\u53f2\u8fdb\u884c\u6458\u8981\u548c\u5411\u91cf\u5316\u5b58\u50a8\u6765\u5b9e\u73b0\u3002\u66f4\u5148\u8fdb\u7684\u65b9\u6cd5\u662f\u5f15\u5165”\u8bb0\u5fc6\u68c0\u7d22”\u673a\u5236\u2014\u2014\u5f53 Agent \u9700\u8981\u56de\u5fc6\u4e4b\u524d\u7684\u67d0\u4e2a\u4fe1\u606f\u65f6\uff0c\u53ef\u4ee5\u4ece\u957f\u671f\u8bb0\u5fc6\u5e93\u4e2d\u68c0\u7d22\u51fa\u6700\u76f8\u5173\u7684\u7247\u6bb5\u3002<\/p>\n

\u4e09\u3001Agent \u7684\u5e94\u7528\u573a\u666f<\/h2>\n

\u7f16\u7801\u52a9\u624b\u662f\u6700\u6210\u529f\u7684 Agent \u843d\u5730\u573a\u666f\u4e4b\u4e00\u3002GitHub Copilot \u548c Cursor \u672c\u8d28\u4e0a\u5c31\u662f\u7f16\u7801 Agent\u2014\u2014\u5b83\u4eec\u7406\u89e3\u5f00\u53d1\u8005\u7684\u610f\u56fe\uff0c\u641c\u7d22\u9879\u76ee\u4ee3\u7801\u5e93\uff0c\u751f\u6210\u4ee3\u7801\u5efa\u8bae\uff0c\u751a\u81f3\u81ea\u52a8\u8fd0\u884c\u6d4b\u8bd5\u548c\u4fee\u590d\u95ee\u9898\u3002\u5728\u6570\u636e\u5206\u6790\u9886\u57df\uff0cAgent \u53ef\u4ee5\u63a5\u53d7\u7528\u6237\u7684\u81ea\u7136\u8bed\u8a00\u95ee\u9898\uff0c\u81ea\u4e3b\u7f16\u5199 SQL \u67e5\u8be2\u3001\u6267\u884c\u5206\u6790\u3001\u751f\u6210\u56fe\u8868\u5e76\u8f93\u51fa\u7ed3\u8bba\u62a5\u544a\u3002<\/p>\n

\u5728\u4f01\u4e1a\u5e94\u7528\u5c42\u9762\uff0cAgent \u7684\u4ef7\u503c\u4f53\u73b0\u5728\u81ea\u52a8\u5316\u5904\u7406\u90a3\u4e9b\u5305\u542b\u591a\u4e2a\u73af\u8282\u7684\u590d\u6742\u4e1a\u52a1\u6d41\u7a0b\u3002\u4f8b\u5982\uff0c\u91c7\u8d2d\u5ba1\u6279\u6d41\u7a0b\u53ef\u80fd\u5305\u62ec\uff1a\u8bfb\u53d6\u91c7\u8d2d\u7533\u8bf7\u90ae\u4ef6 \u2192 \u68c0\u67e5\u91c7\u8d2d\u9884\u7b97 \u2192 \u67e5\u8be2\u4f9b\u5e94\u5546\u8d44\u8d28 \u2192 \u751f\u6210\u5ba1\u6279\u5efa\u8bae \u2192 \u53d1\u9001\u5ba1\u6279\u90ae\u4ef6\u3002\u5982\u679c\u5c06\u8fd9\u4e9b\u6b65\u9aa4\u4ea4\u7531\u4e00\u4e2a Agent \u7f16\u6392\u6267\u884c\uff0c\u53ef\u4ee5\u5927\u5e45\u7f29\u77ed\u6d41\u7a0b\u5904\u7406\u65f6\u95f4\u3002<\/p>\n

\u56db\u3001\u6311\u6218\u4e0e\u5c55\u671b<\/h2>\n

\u5c3d\u7ba1 AI Agent \u524d\u666f\u5e7f\u9614\uff0c\u4f46\u5f53\u524d\u7684\u6280\u672f\u6210\u719f\u5ea6\u4ecd\u7136\u6709\u9650\u3002\u51e0\u4e2a\u7a81\u51fa\u7684\u95ee\u9898\u5305\u62ec\uff1a<\/p>\n

\u53ef\u9760\u6027\u548c\u786e\u5b9a\u6027<\/strong>\u2014\u2014\u5927\u6a21\u578b\u7684\u751f\u6210\u672c\u8d28\u4e0a\u662f\u6982\u7387\u6027\u7684\uff0c\u8fd9\u610f\u5473\u7740\u540c\u4e00\u4e2a\u8f93\u5165\u5728\u4e0d\u540c\u65f6\u95f4\u53ef\u80fd\u4ea7\u751f\u4e0d\u540c\u7684\u8f93\u51fa\u3002\u5bf9\u4e8e\u9700\u8981\u786e\u5b9a\u6027\u7ed3\u679c\u7684\u4e1a\u52a1\u573a\u666f\uff0cAgent \u7684\u4e0d\u53ef\u9884\u6d4b\u6027\u662f\u4e00\u4e2a\u9700\u8981\u8ba4\u771f\u5bf9\u5f85\u7684\u98ce\u9669\u3002<\/p>\n

\u5b89\u5168\u4e0e\u6743\u9650<\/strong>\u2014\u2014Agent \u62e5\u6709\u8c03\u7528\u5de5\u5177\u548c\u8bbf\u95ee\u6570\u636e\u7684\u80fd\u529b\uff0c\u8fd9\u4f7f\u5f97\u6743\u9650\u7ba1\u7406\u6210\u4e3a\u4e00\u4e2a\u5173\u952e\u7684\u6311\u6218\u3002\u5fc5\u987b\u786e\u4fdd Agent \u5728\u6267\u884c\u4efb\u52a1\u65f6\u4e0d\u8d85\u51fa\u9884\u5b9a\u7684\u6743\u9650\u8fb9\u754c\u3002\u63a8\u8350\u7684\u505a\u6cd5\u662f\u91c7\u7528”\u6700\u5c0f\u6743\u9650\u539f\u5219”\uff0c\u4e3a\u6bcf\u4e2a Agent \u5206\u914d\u6070\u597d\u591f\u7528\u7684\u6743\u9650\u3002<\/p>\n

\u6210\u672c\u63a7\u5236<\/strong>\u2014\u2014Agent \u5728\u6267\u884c\u590d\u6742\u4efb\u52a1\u65f6\u53ef\u80fd\u4ea7\u751f\u5927\u91cf\u7684\u5927\u6a21\u578b\u8c03\u7528\uff0cToken \u6d88\u8017\u663e\u8457\u9ad8\u4e8e\u7b80\u5355\u7684\u5bf9\u8bdd\u573a\u666f\u3002\u5728\u8bbe\u8ba1 Agent \u7cfb\u7edf\u65f6\uff0c\u9700\u8981\u6709\u53ef\u9760\u7684 Token \u7528\u91cf\u76d1\u63a7\u548c\u6210\u672c\u63a7\u5236\u673a\u5236\u3002<\/p>\n

\n \u26a0\ufe0f \u5b9e\u8df5\u5efa\u8bae<\/strong><\/p>\n

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