{"id":47982,"date":"2025-09-18T09:19:25","date_gmt":"2025-09-18T07:19:25","guid":{"rendered":"https:\/\/www.investglass.com\/?p=47982"},"modified":"2025-09-04T09:24:48","modified_gmt":"2025-09-04T07:24:48","slug":"%e4%bd%a0%e5%ba%94%e8%af%a5%e5%bb%ba%e7%ab%8b%e4%b8%80%e4%b8%aa%e4%bb%a3%e7%90%86%e5%90%97%ef%bc%9f%e8%bf%99%e6%98%af%e4%b8%80%e6%9c%ac%e5%ae%9e%e7%94%a8%e6%8c%87%e5%8d%97%ef%bc%8c%e9%80%82%e5%90%88","status":"publish","type":"post","link":"https:\/\/www.investglass.com\/zh\/should-you-build-an-agent-a-practical-guide-for-anyone-curious-about-building-effective-ai-agents\/","title":{"rendered":"\u60a8\u662f\u5426\u5e94\u8be5\u6784\u5efa\u4e00\u4e2a\u4ee3\u7406\uff1f\u4e3a\u5bf9\u6784\u5efa\u6709\u6548\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5145\u6ee1\u597d\u5947\u7684\u4eba\u63d0\u4f9b\u5b9e\u7528\u6307\u5357"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0c\u4f60\u4e00\u76f4\u5728\u542c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u5404\u79cd\u4f20\u8a00\uff0c\u4e5f\u4e00\u76f4\u5728\u60f3\uff1a <strong>\u201c\u6211\u5e94\u8be5\u4e3a\u6211\u7684\u5de5\u4f5c\u5efa\u7acb\u4e00\u4e2a\u4ee3\u7406\uff0c\u8fd8\u662f\u575a\u6301\u4f7f\u7528\u66f4\u7b80\u5355\u7684\u5de5\u4f5c\u6d41\u7a0b\u66f4\u597d\uff1f\u201d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u50cf\u5927\u591a\u6570\u5f00\u53d1\u4eba\u5458\u3001\u56e2\u961f\u548c\u5bf9\u4eba\u5de5\u667a\u80fd\u611f\u5174\u8da3\u7684\u7528\u6237\u4e00\u6837\uff0c\u53ef\u80fd\u5df2\u7ecf\u770b\u8fc7\u4ee3\u7406\u6784\u5efa\u5de5\u5177\uff0c\u8bfb\u8fc7\u4e00\u4e9b\u6587\u6863\uff0c\u751a\u81f3\u5c1d\u8bd5\u8fc7\u521b\u5efa\u7b2c\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u3002\u4f46\u95ee\u9898\u662f\uff1a\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5e76\u4e0d\u53ea\u662f\u6254\u8fdb\u4e00\u4e2a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u6dfb\u52a0\u51e0\u4e2a\u5de5\u5177\u5b9a\u4e49\u5c31\u5b8c\u4e8b\u4e86\u3002\u6784\u5efa\u4ee3\u7406\u6d89\u53ca\u8bbe\u8ba1\u3001\u96c6\u6210\u548c\u90e8\u7f72\u6a21\u5757\u5316\u4eba\u5de5\u667a\u80fd\u7ec4\u4ef6\u7684\u66f4\u5e7f\u6cdb\u8fc7\u7a0b\uff0c\u901a\u5e38\u9700\u8981\u4f7f\u7528\u6b63\u786e\u7684\u6846\u67b6\uff0c\u4ee5\u786e\u4fdd\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u7684\u987a\u5229\u96c6\u6210\u548c\u53ef\u6269\u5c55\u6027\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u9700\u8981\u4e86\u89e3\u4ec0\u4e48\u65f6\u5019\u503c\u5f97\u6784\u5efa\u667a\u80fd\u4f53\uff08agent\uff09\uff0c\u662f\u4ec0\u4e48\u6838\u5fc3\u539f\u5219\u8ba9\u5b83\u4eec\u80fd\u591f\u826f\u597d\u8fd0\u4f5c\u2014\u2014\u6bd4\u5982\u667a\u80fd\u4f53\u5982\u4f55\u7ba1\u7406\u4e0a\u4e0b\u6587\u6765\u4e0e\u5de5\u5177\u548c\u6570\u636e\u8fdb\u884c\u52a8\u6001\u4ea4\u4e92\u2014\u2014\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u90a3\u4e48\u591a\u667a\u80fd\u4f53\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u5931\u8d25\u3002\u8ba9\u6211\u4eec\u629b\u5f00\u7092\u4f5c\uff0c\u4ee5\u8f7b\u677e\u4e14\u5b9e\u7528\u7684\u65b9\u5f0f\u6765\u5256\u6790\u5b83\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-ai-agents-are-a-big-deal-but-not-always-the-right-answer\"><span class=\"ez-toc-section\" id=\"Why_AI_Agents_Are_a_Big_Deal_But_Not_Always_the_Right_Answer\"><\/span>\u4e3a\u4ec0\u4e48\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u662f\u4e2a\u5927\u95ee\u9898\uff08\u4f46\u4e0d\u4e00\u5b9a\u662f\u6b63\u786e\u7b54\u6848\uff09<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u7531\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u9a71\u52a8\u7684\u7cfb\u7edf\uff0c\u5b83\u53ef\u4ee5 <strong>\u4e0e\u5de5\u5177\u4e92\u52a8<\/strong>, \u5b83\u4eec\u80fd\u591f\u8bbf\u95ee\u6570\u636e\u3001\u6267\u884c\u4e2d\u95f4\u6b65\u9aa4\u5e76\u5bf9\u8f93\u5165\u505a\u51fa\u667a\u80fd\u54cd\u5e94\u3002\u5b83\u4eec\u9075\u5faa\u6307\u4ee4\u3001\u7ba1\u7406\u5bf9\u8bdd\u6d41\u548c\u542f\u7528\u8bb8\u591a\u5e94\u7528\u7a0b\u5e8f\u7684\u65b9\u5f0f\u8ba9\u4eba\u611f\u89c9\u8fd1\u4e4e\u4eba\u7c7b\u3002\u8fd9\u4e9b\u4ee3\u7406\u5177\u6709\u4e0e\u5916\u90e8\u5de5\u5177\u96c6\u6210\u3001\u8bbf\u95ee\u4e13\u4e1a\u6570\u636e\u548c\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u8fd9\u4f7f\u5b83\u4eec\u6709\u522b\u4e8e\u7b80\u5355\u7684\u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u8c61\u4e00\u4e0b<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5411\u4ee3\u7406\u4eba\u8be2\u95ee\u4f26\u6566\u5f53\u524d\u7684\u5929\u6c14\u4fe1\u606f\uff0c\u5b83 <strong>\u83b7\u53d6\u6570\u636e<\/strong> \u901a\u8fc7\u4e00\u4e2a API \u5bc6\u94a5\uff0c\u5b83\u53ef\u4ee5\u4ece\u5916\u90e8\u8d44\u6e90\u83b7\u53d6\u77e5\u8bc6\uff0c\u683c\u5f0f\u6574\u9f50\uff0c\u751a\u81f3\u53ef\u4ee5\u5c06\u5176\u5199\u5165\u5de5\u4f5c\u76ee\u5f55\u4e2d\u7684\u6587\u672c\u6587\u4ef6\u3002.<\/li>\n\n\n\n<li>\u521b\u5efa\u4e00\u4e2a\u4ee3\u7406\uff0c\u901a\u8fc7\u8bfb\u53d6\u672c\u5730\u6587\u4ef6\u3001\u5206\u6790\u7ec6\u8282\u548c\u81ea\u52a8\u63d0\u4f9b\u51c6\u786e\u7b54\u6848\u6765\u5e2e\u52a9\u5ba2\u6237\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u542c\u8d77\u6765\u5f88\u68d2\uff0c\u5bf9\u5427\uff1f\u7684\u786e\uff0c\u5bf9\u4e8e <strong>\u590d\u6742\u4efb\u52a1<\/strong>. .\u4f46\u662f\uff0c\u5982\u679c\u60a8\u53ea\u60f3\u81ea\u52a8\u6267\u884c\u7b80\u5355\u7684\u5de5\u4f5c\uff08\u5982\u79fb\u52a8\u6587\u4ef6\u6216\u53d1\u9001\u6807\u51c6\u4fe1\u606f\uff09\uff0c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u53ef\u80fd\u4f1a\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u3002\u5de5\u4f5c\u6d41\u6216\u5176\u4ed6\u5de5\u5177\u53ef\u4ee5\u66f4\u5feb\u5730\u5b8c\u6210\u4efb\u52a1\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u4ee3\u7406\u65f6\uff0c\u5fc5\u987b\u786e\u5b9a\u7cfb\u7edf\u8fb9\u754c\u548c\u8981\u6c42\uff0c\u4ee5\u786e\u4fdd\u8fd0\u884c\u5b89\u5168\u53ef\u9760\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-checklist-when-should-you-build-agents\"><span class=\"ez-toc-section\" id=\"The_Checklist_When_Should_You_Build_Agents\"><\/span>\u6e05\u5355\uff1a\u4f55\u65f6\u5e94\u8be5\u5efa\u7acb\u4ee3\u7406\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u5f00\u53d1\u4eba\u5458\u548c\u56e2\u961f\u95ee\u6211\u5982\u4f55\u786e\u5b9a\u662f\u5426\u5e94\u8be5\u5f00\u59cb\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u65f6\uff0c\u6211\u7ecf\u5e38\u4f1a\u5206\u4eab\u8fd9\u4efd\u5b9e\u7528\u7684\u6e05\u5355\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u770b\u4f5c\u662f\u5728\u559d\u65e9\u8336\u65f6\u968f\u610f\u5e94\u7528\u7684\u4e00\u5957\u89c4\u5219\u3002\u4e0d\u8fc7\uff0c\u91cd\u8981\u7684\u662f\u8981\u8003\u8651\u7528\u4f8b\u548c\u9700\u6c42\u7684\u6bcf\u4e2a\u7ec6\u8282\uff0c\u4ee5\u786e\u4fdd\u505a\u51fa\u660e\u667a\u7684\u51b3\u5b9a\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\uff1a\u52a1\u5fc5\u5c0f\u5fc3\u4e0d\u8981\u5ffd\u89c6\u7279\u5b9a\u7684\u9650\u5236\u6216\u96c6\u6210\u6311\u6218\u2014\u2014\u5728\u51b3\u5b9a\u6784\u5efa\u667a\u80fd\u4f53\u65f6\uff0c\u6f0f\u6389\u8fd9\u4e9b\u7ec6\u8282\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u9677\u9631\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-is-the-task-complex-enough\"><span class=\"ez-toc-section\" id=\"1_Is_the_task_complex_enough\"><\/span>1.\u4efb\u52a1\u662f\u5426\u8db3\u591f\u590d\u6742\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u5904\u7406\u7684\u662f\u7b80\u5355\u76f4\u63a5\u7684\u4efb\u52a1\uff08\u4f8b\u5982\u201c\u5c06\u90ae\u4ef6X\u53d1\u9001\u7ed9\u56e2\u961fY\u201d\uff09\uff0c\u5207\u5fcc\u8fc7\u5ea6\u8bbe\u8ba1\u3002\u4f46\u5bf9\u4e8e\u9700\u8981\u63a8\u7406\u7684\u591a\u6b65\u9aa4\u6d41\u7a0b\u2014\u2014\u4f8b\u5982\u5206\u6790\u6765\u81ea\u591a\u4e2a\u5730\u70b9\u7684\u5ba2\u6237\u53cd\u9988\uff08\u7406\u89e3\u5e76\u6574\u5408\u4f4d\u7f6e\u6570\u636e\u5bf9\u4e8e\u5f97\u51fa\u51c6\u786e\u89c1\u89e3\u81f3\u5173\u91cd\u8981\uff09\u4ee5\u53ca\u81ea\u52a8\u8d77\u8349\u62a5\u544a\u2014\u2014\u667a\u80fd\u4f53\u5c31\u80fd\u5927\u663e\u8eab\u624b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-is-it-valuable-enough-to-justify\"><span class=\"ez-toc-section\" id=\"2_Is_it_valuable_enough_to_justify\"><\/span>2.\u5b83\u7684\u4ef7\u503c\u662f\u5426\u8db3\u4ee5\u8bc1\u660e\u5176\u5408\u7406\u6027\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u4e3a\u4e00\u4e9b\u5fae\u4e0d\u8db3\u9053\u7684\u4e8b\u60c5\u5efa\u7acb\u4e00\u4e2a\u4ee3\u7406\uff0c\u90a3\u4f60\u5c31\u662f\u5728\u6d6a\u8d39\u4ee3\u5e01\u548c\u7cbe\u529b\u3002\u4e13\u6ce8\u4e8e <strong>\u4e0e\u5b9e\u9645\u4ef7\u503c\u6302\u94a9\u7684\u4efb\u52a1<\/strong>, \u4f8b\u5982\uff0c\u5c06\u90e8\u5206\u9500\u552e\u6d41\u7a0b\u81ea\u52a8\u5316\u3001\u56de\u7b54\u5ba2\u6237\u8be2\u95ee\u6216\u5c06\u672c\u5730\u5f00\u53d1\u5de5\u5177\u96c6\u6210\u5230\u4f01\u4e1a\u7cfb\u7edf\u4e2d\u3002\u8003\u8651\u4e0e\u4e91\u5e73\u53f0\u6216\u670d\u52a1\u96c6\u6210\uff0c\u4ee5\u63d0\u9ad8\u53ef\u6269\u5c55\u6027\u548c\u53ef\u8bbf\u95ee\u6027\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-can-all-parts-of-the-task-be-automated\"><span class=\"ez-toc-section\" id=\"3_Can_all_parts_of_the_task_be_automated\"><\/span>3.\u4efb\u52a1\u7684\u6240\u6709\u90e8\u5206\u90fd\u80fd\u81ea\u52a8\u5b8c\u6210\u5417\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u68c0\u67e5\u60a8\u6240\u9700\u7684\u5de5\u5177\u3001\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u6216\u6587\u4ef6\u662f\u5426\u53ef\u8bbf\u95ee\u3002\u4ee3\u7406\u5728\u7cfb\u7edf\u5185\u521b\u5efa\uff0c\u5e73\u53f0\u4f1a\u81ea\u52a8\u521b\u5efa\u5fc5\u8981\u7684\u8d44\u6e90\uff0c\u5982\u6570\u636e\u5b58\u50a8\u548c\u5de5\u5177\u914d\u7f6e\uff0c\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u3002\u4ee3\u7406\u4e0d\u4f1a\u53d8\u9b54\u672f\u3002\u5982\u679c\u60a8\u65e0\u6cd5\u8bbf\u95ee\u5173\u952e\u6570\u636e\u6216\u7cfb\u7edf\uff0c\u8981\u4e48\u7f29\u5c0f\u8303\u56f4\uff0c\u8981\u4e48\u4f7f\u7528\u6df7\u5408\u65b9\u6cd5\uff08\u5982\u4eba\u5de5\u5728\u73af\uff09\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-what-s-the-cost-of-errors\"><span class=\"ez-toc-section\" id=\"4_Whats_the_cost_of_errors\"><\/span>4.\u9519\u8bef\u7684\u4ee3\u4ef7\u662f\u4ec0\u4e48\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ad8\u98ce\u9669\u573a\u666f\uff08\u5982\u533b\u7597\u6216\u91d1\u878d\u7cfb\u7edf\uff09\u9700\u8981\u9002\u5f53\u7684\u9632\u62a4\u63aa\u65bd\u3002\u5728\u5c06\u5de5\u5177\u6267\u884c\u7684\u94a5\u5319\u4ea4\u7ed9\u4ee3\u7406\u4e4b\u524d\uff0c\u53ef\u4ee5\u5148\u8ba9\u4ed6\u4eec\u53ea\u8bfb\uff0c\u4ee5\u53d7\u63a7\u7684\u65b9\u5f0f\u6d4b\u8bd5\u4ed6\u4eec\u7684\u884c\u4e3a\u3002.<\/p>\n\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-your-first-ai-agent-what-to-expect\"><span class=\"ez-toc-section\" id=\"Your_First_AI_Agent_What_to_Expect\"><\/span>\u60a8\u7684\u7b2c\u4e00\u4f4d\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u671f\u5f85\u4ec0\u4e48<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5047\u8bbe\u60a8\u5df2\u7ecf\u51c6\u5907\u597d\u521b\u5efa\u7b2c\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u4f7f\u7528 Python \u548c\u4ee3\u7406\u751f\u6210\u5668\u5e93\u7684\u7b80\u5355\u793a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4ece my_agent_library \u5bfc\u5165\u4ee3\u7406\u3001\u5de5\u5177\n\u5bfc\u5165 os\n\napi_key = os.getenv(\"OPENAI_API_KEY\")\n\ntools = Tools([\n    {\"name\"\uff1a\"weather_tool\", \"description\"\uff1a\"\u83b7\u53d6\u5f53\u524d\u5929\u6c14\u4fe1\u606f\u3002\u63cf\u8ff0\u5b57\u6bb5\u63d0\u4f9b\u8be6\u7ec6\u8bf4\u660e\uff0c\u4ee5\u6307\u5bfc\u4ee3\u7406\u4f7f\u7528\u8be5\u5de5\u5177\u3002\", \"execute\": fetch_weather}\n])\n\nAgent = Agent(\n    model=\"gpt-4\"\u3001\n    api_key=api_key\u3001\n    tools=tools\u3001\n    working_directory=\".\/agents\"\u3001\n    default=\"respond with details clearly\"\n)\n\nagent.create(\"Get the current weather in London and save it as a text file.\")\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u4ee3\u7801\u7247\u6bb5\u8bbe\u7f6e\u4e86\u4e00\u4e2a\u542f\u7528\u5de5\u5177\u6267\u884c\u7684\u4ee3\u7406\uff0c\u5e76\u5b9a\u4e49\u4e86\u83b7\u53d6\u5929\u6c14\u4fe1\u606f\u5e76\u5c06\u5176\u4fdd\u5b58\u5230\u672c\u5730\u7684\u6307\u4ee4\u3002\u5de5\u5177\u5b9a\u4e49\u4e2d\u7684\u63cf\u8ff0\u5b57\u6bb5\u63d0\u4f9b\u4e86\u8be6\u7ec6\u8bf4\u660e\uff0c\u4ee5\u5e2e\u52a9\u4ee3\u7406\u7406\u89e3\u5e76\u6b63\u786e\u4f7f\u7528\u5de5\u5177\u3002\u60a8\u53ef\u4ee5\u5411\u4ee3\u7406\u53d1\u51fa\u4ee5\u4e0b\u547d\u4ee4\u6765\u6267\u884c\u7279\u5b9a\u4efb\u52a1\uff0c\u5982\u521b\u5efa\u6587\u4ef6\u6216\u8fd0\u884c\u811a\u672c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u5f88\u7b80\u7ea6\uff0c\u4f46\u5374\u6355\u6349\u5230\u4e86 <strong>\u6838\u5fc3\u539f\u5219<\/strong>\u4ee3\u7406\uff1a\u5b9a\u4e49\u5de5\u5177\uff0c\u5bfc\u5165\u7a0b\u5e8f\u5e93\uff0c\u6dfb\u52a0\u6307\u4ee4\uff0c\u8ba9\u4ee3\u7406\u4e0e\u7cfb\u7edf\u4e92\u52a8\u3002\u4ee3\u7406\u4f1a\u5904\u7406\u5bf9\u8bdd\u4e2d\u7684\u6bcf\u6761\u4fe1\u606f\uff0c\u751f\u6210\u9002\u5f53\u7684\u56de\u590d\u548c\u64cd\u4f5c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-building-effective-agents-from-simple-to-complex\"><span class=\"ez-toc-section\" id=\"Building_Effective_Agents_From_Simple_to_Complex\"><\/span>\u5efa\u7acb\u6709\u6548\u7684\u4ee3\u7406\uff1a\u4ece\u7b80\u5355\u5230\u590d\u6742<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5efa\u7acb\u6709\u6548\u7684\u4ee3\u7406\u5546\u65f6\uff0c\u5e94\u5c06\u5176\u89c6\u4e3a\u5206\u9636\u6bb5\u63d0\u5347\u7ea7\u522b\u3002\u4ece\u5c0f\u89c4\u6a21\u5f00\u59cb\uff0c\u7136\u540e\u9010\u6b65\u6269\u5927\u3002\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a\u5bf9\u4e8e\u6709\u6548\u7684\u5de5\u5177\u4ea4\u4e92\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u4eec\u80fd\u5f15\u5bfc\u4ee3\u7406\u751f\u6210\u51c6\u786e\u800c\u76f8\u5173\u7684\u8f93\u51fa\u3002.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u4ece\u57fa\u672c\u4efb\u52a1\u5f00\u59cb<\/strong>\u521b\u5efa\u65b0\u667a\u80fd\u4f53\u4ee5\u641c\u7d22\u672c\u5730\u6587\u4ef6\u3001\u56de\u7b54\u6709\u5173\u6587\u672c\u6587\u6863\u4e2d\u6570\u636e\u7684\u95ee\u9898\uff0c\u6216\u8005\u5bfc\u5165\u5ba2\u6237\u5907\u6ce8\u5e76\u8fdb\u884c\u56de\u590d\u3002.<\/li>\n\n\n\n<li><strong>\u8f6c\u5230\u5de5\u5177\u6267\u884c<\/strong>\u542f\u7528\u4e0e API \u4ea4\u4e92\u7684\u5de5\u5177\uff0c\u4f8b\u5982\u83b7\u53d6\u5929\u6c14\u6216\u641c\u7d22\u5ba2\u6237\u4f4d\u7f6e\u3002.<\/li>\n\n\n\n<li><strong>\u5904\u7406\u4e2d\u95f4\u6b65\u9aa4<\/strong>\u8ba9\u4f60\u7684\u667a\u80fd\u4f53\u8fdb\u884c\u89c4\u5212\uff1a\u5c06\u4efb\u52a1\u62c6\u89e3\uff0c\u9010\u6b65\u5904\u7406\u8f93\u5165\uff0c\u5c06\u56de\u590d\u5efa\u7acb\u5728\u53ef\u9760\u7684\u6570\u636e\u6e90\u4e4b\u4e0a\uff0c\u5e76\u6e05\u6670\u5730\u4f20\u8fbe\u7ed3\u679c\u3002.<\/li>\n\n\n\n<li><strong>\u4e0e\u5176\u4ed6\u5de5\u5177\u96c6\u6210<\/strong>\u5c06\u60a8\u7684\u667a\u80fd\u4f53\u8fde\u63a5\u5230\u5ba2\u6237\u5173\u7cfb\u7ba1\u7406\u7cfb\u7edf\uff08CRM\uff09\u3001\u9879\u76ee\u7ba1\u7406\u7cfb\u7edf\u6216\u6d88\u606f\u5e94\u7528\u7a0b\u5e8f\uff0c\u4ee5\u6269\u5c55\u5176\u529f\u80fd\uff0c\u4ece\u800c\u81ea\u52a8\u56de\u7b54\u95ee\u9898\u6216\u53d1\u9001\u66f4\u65b0\u3002.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u65ad\u589e\u957f\u7684\u667a\u80fd\u4f53\u6784\u5efa\u6846\u67b6\u751f\u6001\u7cfb\u7edf\u4f7f\u5f97\u8fd9\u4e00\u5207\u53d8\u5f97\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u5bb9\u6613\uff0c\u5373\u4f7f\u4f60\u662f\u7f16\u7a0b\u8bed\u8a00\u7684\u65b0\u624b\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-no-code-and-low-code-agent-builders\"><span class=\"ez-toc-section\" id=\"No-Code_and_Low-Code_Agent_Builders\"><\/span>\u65e0\u4ee3\u7801\u548c\u4f4e\u4ee3\u7801\u4ee3\u7406\u6784\u5efa\u5668<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u597d\u6d88\u606f\u662f\uff1a\u4f60\u4e0d\u9700\u8981\u6210\u4e3a\u4e00\u540d\u94c1\u6746\u7a0b\u5e8f\u5458\u5c31\u80fd\u5f00\u59cb\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u3002\u8bb8\u591a\u73b0\u4ee3\u4ee3\u7406\u6784\u5efa\u5668\u5141\u8bb8\u4f60 <strong>\u65e0\u9700\u7f16\u5199\u592a\u591a\u4ee3\u7801\u5373\u53ef\u521b\u5efa\u4ee3\u7406<\/strong> \u6839\u672c\u6ca1\u6709\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u62d6\u653e\u4e00\u4e2a\u63d0\u793a\uff0c\u6dfb\u52a0\u5173\u4e8e\u4ee3\u7406\u5e94\u8be5\u505a\u4ec0\u4e48\u7684\u63cf\u8ff0\uff0c\u8fde\u63a5\u4e00\u4e2a API \u5bc6\u94a5\uff0c\u7136\u540e\u70b9\u51fb \u201c\u521b\u5efa \u201d\u6309\u94ae\u3002.<\/li>\n\n\n\n<li>\u53ea\u9700\u8f93\u5165 \u201c\u83b7\u53d6\u5df4\u9ece\u5f53\u524d\u5929\u6c14\u201d\uff0c\u5c31\u80fd\u4e0e\u60a8\u7684\u4ee3\u7406\u5f00\u59cb\u65b0\u7684\u5bf9\u8bdd\uff0c\u5e76\u7acb\u5373\u83b7\u53d6\u6570\u636e\u548c\u505a\u51fa\u56de\u7b54\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u4f7f\u4f60\u66f4\u559c\u6b22\u52a8\u624b\u64cd\u4f5c\uff0c\u8fd9\u4e9b\u5de5\u5177\u901a\u5e38\u4e5f\u4f1a\u81ea\u52a8\u4e3a\u4f60\u751f\u6210\u4ee3\u7801\u7247\u6bb5\uff0c\u8fd9\u5bf9\u5b66\u4e60\u975e\u5e38\u6709\u5229\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-common-mistakes-why-most-ai-agents-fail-in-production\"><span class=\"ez-toc-section\" id=\"Common_Mistakes_Why_Most_AI_Agents_Fail_in_Production\"><\/span>\u5e38\u89c1\u9519\u8bef\uff1a\u5927\u591a\u6570\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5728\u751f\u4ea7\u4e2d\u5931\u8d25\u7684\u539f\u56e0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5c31\u662f\u5f00\u53d1\u4eba\u5458\uff0c\u5373\u4f7f\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5f00\u53d1\u4eba\u5458\u4e5f\u4f1a\u72af\u9519\u7684\u5730\u65b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5fd8\u8bb0\u9002\u5f53\u7684\u62a4\u680f<\/strong>:\u6ca1\u6709\u9650\u5236\u7684\u4ee3\u7406\u53ef\u80fd\u4f1a\u8bbf\u95ee\u4e0d\u8be5\u8bbf\u95ee\u7684\u5de5\u5177\u6216\u6587\u4ef6\u3002.<\/li>\n\n\n\n<li><strong>\u6d4b\u8bd5\u4e0d\u5f7b\u5e95<\/strong>:\u8df3\u8fc7\u4e2d\u95f4\u6b65\u9aa4\u7684\u6d4b\u8bd5\u8fd0\u884c\u610f\u5473\u7740\u5728\u5ba2\u6237\u53d1\u73b0\u9519\u8bef\u4e4b\u524d\uff0c\u4f60\u4e0d\u4f1a\u53d1\u73b0\u9519\u8bef\u3002.<\/li>\n\n\n\n<li><strong>\u4e0d\u826f\u7684\u63d0\u793a\u8bbe\u8ba1<\/strong>:\u6ca1\u6709\u660e\u786e\u7684\u6307\u4ee4\u548c\u8db3\u591f\u7684\u63a8\u7406\u4ee3\u5e01\uff0c\u7279\u5de5\u5c31\u4f1a\u9677\u5165\u56f0\u5883\u6216\u4ea7\u751f\u5e7b\u89c9\u3002.<\/li>\n\n\n\n<li><strong>\u7f3a\u4e4f\u53ef\u89c2\u5bdf\u6027<\/strong>:\u5982\u679c\u770b\u4e0d\u5230\u65e5\u5fd7\u3001\u4fe1\u606f\u6216\u6570\u636e\u6d41\uff0c\u8c03\u8bd5\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5c0f\u8d34\u58eb<\/strong> \u59cb\u7ec8\u4e3a\u672c\u5730\u5f00\u53d1\u8bbe\u7f6e\u9ed8\u8ba4\u5de5\u4f5c\u76ee\u5f55\uff0c\u59a5\u5584\u4fdd\u7ba1\u654f\u611f\u7684 API \u5bc6\u94a5\uff0c\u5e76\u8bb0\u5f55\u4ee3\u7406\u6267\u884c\u7684\u6bcf\u4e00\u6761\u547d\u4ee4\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-building-ai-agents-without-coding-yes-you-can\"><span class=\"ez-toc-section\" id=\"Building_AI_Agents_Without_Coding_Yes_You_Can\"><\/span>\u65e0\u9700\u7f16\u7801\u5373\u53ef\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff1a\u662f\u7684\uff0c\u4f60\u53ef\u4ee5\uff01<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u4e0d\u518d\u9700\u8981\u638c\u63e1\u590d\u6742\u7684\u7f16\u7a0b\u8bed\u8a00\u6765\u6784\u5efa\u4ee3\u7406\u3002\u65e0\u4ee3\u7801\u5e73\u53f0\u8ba9\u60a8<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0a\u4f20\u6587\u4ef6\u6216\u8fde\u63a5\u672c\u5730\u6587\u4ef6\u3002.<\/li>\n\n\n\n<li>\u7528\u7b80\u5355\u660e\u4e86\u7684\u82f1\u8bed\u63cf\u8ff0\u60a8\u5e0c\u671b\u4ee3\u7406\u542f\u7528\u7684\u4efb\u52a1\u3002.<\/li>\n\n\n\n<li>\u63d0\u4f9b\u63d0\u793a\u6216\u5185\u5bb9\u5b57\u7b26\u4e32\uff0c\u5982 <em>\u201c\u641c\u7d22\u6211\u7684\u7b14\u8bb0\uff0c\u56de\u7b54\u5ba2\u6237\u7684\u95ee\u9898\u201d\u3002\u201d<\/em><\/li>\n\n\n\n<li>\u7acb\u5373\u5f00\u59cb\u65b0\u7684\u5bf9\u8bdd\uff0c\u5bf9\u4ee3\u7406\u8fdb\u884c\u6d4b\u8bd5\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u5e73\u53f0\u8d1f\u8d23\u5904\u7406\u5de5\u5177\u5b9a\u4e49\u3001\u4e2d\u95f4\u6b65\u9aa4\u548c LLM \u63a8\u7406\u7b49\u7e41\u91cd\u5de5\u4f5c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-role-of-developers-and-teams\"><span class=\"ez-toc-section\" id=\"The_Role_of_Developers_and_Teams\"><\/span>\u5f00\u53d1\u4eba\u5458\u548c\u56e2\u961f\u7684\u4f5c\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u867d\u7136\u65e0\u4ee3\u7801\u5de5\u5177\u964d\u4f4e\u4e86\u95e8\u69db\uff0c\u4f46\u5f00\u53d1\u4eba\u5458\u4ecd\u7136\u53d1\u6325\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u4ed6\u4eec<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5bfc\u5165\u5e93\u548c\u5176\u4ed6\u5de5\u5177\u4ee5\u6269\u5c55\u4ee3\u7406\u3002.<\/li>\n\n\n\n<li>\u7f16\u5199\u5de5\u5177\u6267\u884c\u811a\u672c\u5e76\u8fde\u63a5\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u3002.<\/li>\n\n\n\n<li>\u4f7f\u7528\u5404\u79cd\u8f93\u5165\u65b9\u6848\u5bf9\u4ee3\u7406\u8fdb\u884c\u4e25\u683c\u6d4b\u8bd5\u3002.<\/li>\n\n\n\n<li>\u8bb0\u5f55\u7cfb\u7edf\u3001\u4ee3\u7801\u7247\u6bb5\u548c\u529f\u80fd\uff0c\u4ee5\u4fbf\u7528\u6237\u590d\u5236\u6210\u529f\u7ecf\u9a8c\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u826f\u597d\u7684\u6587\u6863\u548c\u6e05\u6670\u7684\u8bf4\u660e\u53ef\u786e\u4fdd\u56e2\u961f\u548c\u5ba2\u6237\u4e0e\u4ee3\u7406\u987a\u5229\u4e92\u52a8\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-growing-ecosystem-of-tools\"><span class=\"ez-toc-section\" id=\"Growing_Ecosystem_of_Tools\"><\/span>\u4e0d\u65ad\u53d1\u5c55\u7684\u5de5\u5177\u751f\u6001\u7cfb\u7edf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u9886\u57df\u5df2\u7ecf\u53d1\u5c55\u6210\u4e3a\u4e00\u4e2a\u4e0d\u65ad\u58ee\u5927\u7684\u5de5\u5177\u751f\u6001\u7cfb\u7edf\u3002\u65e0\u8bba\u60a8\u662f\u5728\u672c\u5730\u4fee\u4fee\u8865\u8865\uff0c\u8fd8\u662f\u4e3a\u4f01\u4e1a\u5ba2\u6237\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\uff0c\u60a8\u73b0\u5728\u90fd\u62e5\u6709 <strong>\u8bb8\u591a\u5e94\u7528<\/strong> \u53ef\u4f9b\u9009\u62e9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5177\u6709\u53ef\u89c6\u5316\u754c\u9762\u7684\u4ee3\u7406\u6784\u5efa\u5668\u3002.<\/li>\n\n\n\n<li>\u5bf9\u7279\u5b9a\u4efb\u52a1\uff08\u5982\u641c\u7d22\u672c\u5730\u6587\u4ef6\u6216\u83b7\u53d6\u5929\u6c14\u4fe1\u606f\uff09\u505a\u51fa\u54cd\u5e94\u7684\u9884\u914d\u7f6e\u4ee3\u7406\u3002.<\/li>\n\n\n\n<li>\u4e0e\u5f00\u53d1\u4eba\u5458\u5df2\u7ecf\u4f7f\u7528\u7684\u7f16\u7a0b\u8bed\u8a00\u548c\u6846\u67b6\u96c6\u6210\u7684\u5e93\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-real-world-applications-of-ai-agents\"><span class=\"ez-toc-section\" id=\"Real-World_Applications_of_AI_Agents\"><\/span>\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u5e94\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6b63\u5728\u5404\u884c\u5404\u4e1a\u4ea7\u751f\u6df1\u8fdc\u5f71\u54cd\uff0c\u6539\u53d8\u7740\u7ec4\u7ec7\u548c\u7528\u6237\u5904\u7406\u590d\u6742\u4efb\u52a1\u7684\u65b9\u5f0f\u3002\u4f8b\u5982\uff0c\u5728\u5ba2\u6237\u670d\u52a1\u9886\u57df\uff0c\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u4ee3\u7406\u53ef\u4ee5\u5168\u5929\u5019\u56de\u7b54\u95ee\u9898\uff0c\u5e2e\u52a9\u7528\u6237\u5373\u65f6\u89e3\u51b3\u95ee\u9898\u5e76\u83b7\u53d6\u4fe1\u606f\u2014\u2014\u65e0\u9700\u518d\u82e6\u82e6\u7b49\u5f85\u63a5\u542c\u3002\u533b\u7597\u4fdd\u5065\u7cfb\u7edf\u6b63\u5728\u5229\u7528\u9ad8\u6548\u7684\u4ee3\u7406\u6765\u5206\u6790\u60a3\u8005\u6570\u636e\u3001\u534f\u52a9\u533b\u7597\u8bca\u65ad\uff0c\u751a\u81f3\u5236\u5b9a\u4e2a\u6027\u5316\u7684\u6cbb\u7597\u65b9\u6848\uff0c\u540c\u65f6\u59a5\u5584\u5904\u7406\u654f\u611f\u4fe1\u606f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91d1\u878d\u56e2\u961f\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6765\u68c0\u6d4b\u6b3a\u8bc8\u4ea4\u6613\u3001\u9884\u6d4b\u5e02\u573a\u8d8b\u52bf\u5e76\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u6295\u8d44\u5efa\u8bae\uff0c\u5c06\u8fc7\u53bb\u9700\u8981\u6570\u5c0f\u65f6\u4eba\u5de5\u5206\u6790\u7684\u4efb\u52a1\u81ea\u52a8\u5316\u3002\u5728\u6559\u80b2\u9886\u57df\uff0c\u4ee3\u7406\u53ef\u4ee5\u521b\u5efa\u4e2a\u6027\u5316\u7684\u5b66\u4e60\u4f53\u9a8c\u3001\u6279\u6539\u4f5c\u4e1a\u5e76\u5411\u5b66\u751f\u63d0\u4f9b\u5b9e\u65f6\u53cd\u9988\uff0c\u4f7f\u5b66\u4e60\u66f4\u5177\u9002\u5e94\u6027\u548c\u5438\u5f15\u529b\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u667a\u80fd\u4f53\u4e4b\u6240\u4ee5\u5982\u6b64\u5f3a\u5927\uff0c\u5728\u4e8e\u5b83\u4eec\u80fd\u591f\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u53ef\u7ba1\u7406\u7684\u6b65\u9aa4\uff0c\u4e0e\u5404\u79cd\u6570\u636e\u6e90\u8fdb\u884c\u4ea4\u4e92\uff0c\u5e76\u63d0\u4f9b\u53ef\u6267\u884c\u7684\u7b54\u6848\u3002\u6846\u67b6\u548c\u667a\u80fd\u4f53\u6784\u5efa\u5de5\u5177\u4f7f\u521b\u5efa\u548c\u90e8\u7f72\u8fd9\u4e9b\u7cfb\u7edf\u53d8\u5f97\u524d\u6240\u672a\u6709\u5730\u5bb9\u6613\uff0c\u8ba9\u5f00\u53d1\u8005\u548c\u56e2\u961f\u80fd\u591f\u4e13\u6ce8\u4e8e\u6784\u5efa\u6ee1\u8db3\u73b0\u5b9e\u4e16\u754c\u9700\u6c42\u7684\u6709\u6548\u667a\u80fd\u4f53\u3002\u5f53\u7136\uff0c\u5e73\u8861\u6027\u80fd\u3001\u6210\u672c\u548c\u5ef6\u8fdf\u81f3\u5173\u91cd\u8981\uff0c\u7279\u522b\u662f\u5f53\u667a\u80fd\u4f53\u5728\u5173\u952e\u7cfb\u7edf\u4e2d\u627f\u62c5\u66f4\u9ad8\u8981\u6c42\u7684\u89d2\u8272\u65f6\u3002\u901a\u8fc7\u6df1\u601d\u719f\u8651\u5730\u5c06\u4eba\u5de5\u667a\u80fd\u667a\u80fd\u4f53\u5e94\u7528\u5230\u6b63\u786e\u7684\u95ee\u9898\u4e0a\uff0c\u7ec4\u7ec7\u80fd\u591f\u91ca\u653e\u65b0\u7684\u6548\u7387\uff0c\u5e76\u4e3a\u5168\u7403\u7528\u6237\u63d0\u4f9b\u66f4\u597d\u7684\u4f53\u9a8c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-measuring-agent-performance\"><span class=\"ez-toc-section\" id=\"Measuring_Agent_Performance\"><\/span>\u8861\u91cf\u4ee3\u7406\u7ee9\u6548<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6784\u5efa\u9ad8\u6548\u7684\u667a\u80fd\u4f53\u4e0d\u4ec5\u4ec5\u662f\u8ba9\u5b83\u4eec\u8fd0\u884c\u8d77\u6765\uff0c\u66f4\u5728\u4e8e\u786e\u4fdd\u5b83\u4eec\u5207\u5b9e\u521b\u9020\u4ef7\u503c\u3002\u4e3a\u6b64\uff0c\u60a8\u9700\u8981\u8861\u91cfAI\u667a\u80fd\u4f53\u7684\u8868\u73b0\u3002\u9996\u5148\u8981\u8ddf\u8e2a\u5173\u952e\u7ee9\u6548\u6307\u6807\uff08KPI\uff09\uff0c\u5982\u51c6\u786e\u7387\u3001\u54cd\u5e94\u65f6\u95f4\u3001\u7528\u6237\u6ee1\u610f\u5ea6\u4ee5\u53ca\u667a\u80fd\u4f53\u6210\u529f\u5b8c\u6210\u6307\u5b9a\u4efb\u52a1\u7684\u9891\u7387\u3002\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u548cF1\u5206\u6570\u7b49\u6307\u6807\u53ef\u4ee5\u5e2e\u52a9\u60a8\u6df1\u5165\u4e86\u89e3\u667a\u80fd\u4f53\u56de\u7b54\u95ee\u9898\u548c\u5904\u7406\u7528\u6237\u8bf7\u6c42\u7684\u53ef\u9760\u7a0b\u5ea6\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u6237\u53cd\u9988\u662f\u6539\u8fdb\u7684\u53e6\u4e00\u4e2a\u91d1\u77ff\u3002\u901a\u8fc7\u6536\u96c6\u548c\u5206\u6790\u53cd\u9988\uff0c\u4f60\u53ef\u4ee5\u53d1\u73b0\u89c4\u5f8b\u3001\u8bc6\u522b\u75db\u70b9\u5e76\u5b8c\u5584\u4ee3\u7406\u7684\u884c\u4e3a\u3002\u65e0\u8bba\u662f\u81ea\u52a8\u5316\u6d4b\u8bd5\u8fd8\u662f\u771f\u5b9e\u7528\u6237\u7684\u5b9a\u671f\u6d4b\u8bd5\uff0c\u90fd\u80fd\u786e\u4fdd\u4f60\u7684\u4ee3\u7406\u4e3a\u73b0\u5b9e\u4e16\u754c\u7684\u573a\u666f\u505a\u597d\u51c6\u5907\uff0c\u5e76\u80fd\u4ece\u5bb9\u5904\u7406\u610f\u5916\u8f93\u5165\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7406\u6784\u5efa\u5de5\u5177\u548c\u6846\u67b6\uff08\u5982 LangChain \u548c Vertex AI Agent Builder\uff09\u53ef\u8ba9\u60a8\u66f4\u8f7b\u677e\u5730\u76d1\u63a7\u3001\u6d4b\u8bd5\u548c\u4f18\u5316\u60a8\u7684\u4ee3\u7406\u3002\u5b83\u4eec\u63d0\u4f9b\u5185\u7f6e\u7684\u5206\u6790\u548c\u6d4b\u8bd5\u73af\u5883\uff0c\u56e0\u6b64\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u6784\u5efa\u6709\u6548\u7684\u4ee3\u7406\uff0c\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0d\u65ad\u6539\u8fdb\u3002\u8bf7\u8bb0\u4f4f\uff0c\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u662f\u4e00\u4e2a\u8fed\u4ee3\u8fc7\u7a0b\uff1a\u6d4b\u91cf\u3001\u5b66\u4e60\u548c\u6539\u8fdb\uff0c\u4ee5\u786e\u4fdd\u60a8\u7684\u4ee3\u7406\u6301\u7eed\u6ee1\u8db3\u7528\u6237\u9700\u6c42\u5e76\u63d0\u4f9b\u53ef\u9760\u7684\u7ed3\u679c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-agent-security-and-reliability\"><span class=\"ez-toc-section\" id=\"Agent_Security_and_Reliability\"><\/span>\u4ee3\u7406\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u65f6\uff0c\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027\u662f\u4e0d\u53ef\u59a5\u534f\u7684\uff0c\u5c24\u5176\u662f\u5728\u533b\u7597\u4fdd\u5065\u548c\u91d1\u878d\u7b49\u654f\u611f\u9886\u57df\u3002\u4e3a\u4e86\u6784\u5efa\u503c\u5f97\u4fe1\u8d56\u7684\u4ee3\u7406\uff0c\u5f00\u53d1\u4eba\u5458\u5fc5\u987b\u5728\u6bcf\u4e2a\u9636\u6bb5\u5b9e\u65bd\u9002\u5f53\u7684\u5b89\u5168\u62a4\u680f\u3002\u8fd9\u610f\u5473\u7740\u9a8c\u8bc1\u6240\u6709\u7528\u6237\u8f93\u5165\u3001\u59a5\u5584\u5904\u7406\u9519\u8bef\uff0c\u5e76\u786e\u4fdd\u6570\u636e\u7684\u5b89\u5168\u5b58\u50a8\u548c\u5904\u7406\u3002\u900f\u660e\u7684\u51b3\u7b56\u4e5f\u81f3\u5173\u91cd\u8981\uff1a\u7528\u6237\u5e94\u8be5\u80fd\u591f\u7406\u89e3\u4ee3\u7406\u662f\u5982\u4f55\u5f97\u51fa\u5176\u7b54\u6848\u7684\uff0c\u8fd9\u6709\u52a9\u4e8e\u5efa\u7acb\u4fe1\u5fc3\u548c\u4fe1\u4efb\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9a\u671f\u6d4b\u8bd5\u548c\u5ba1\u8ba1\u5bf9\u4e8e\u5728\u6f0f\u6d1e\u6210\u4e3a\u95ee\u9898\u4e4b\u524d\u5c06\u5176\u6355\u83b7\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u4f7f\u7528\u6210\u719f\u7684\u6846\u67b6\u548c\u4ee3\u7406\u6784\u5efa\u5de5\u5177\uff08\u5982 Vertex AI Agent Builder\uff09\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5229\u7528\u5185\u7f6e\u7684\u5b89\u5168\u529f\u80fd\u548c\u6700\u4f73\u5b9e\u8df5\uff0c\u4ece\u800c\u66f4\u8f7b\u677e\u5730\u521b\u5efa\u7a33\u5065\u53ef\u9760\u7684\u4ee3\u7406\u3002\u8fd9\u4e9b\u5de5\u5177\u901a\u5e38\u5305\u62ec\u5bf9\u5b89\u5168\u6570\u636e\u5904\u7406\u3001\u8f93\u5165\u9a8c\u8bc1\u548c\u8be6\u7ec6\u65e5\u5fd7\u8bb0\u5f55\u7684\u652f\u6301\uff0c\u56e0\u6b64\u60a8\u53ef\u4ee5\u76d1\u63a7\u4ee3\u7406\u7684\u884c\u4e3a\u5e76\u5feb\u901f\u89e3\u51b3\u4efb\u4f55\u95ee\u9898\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f52\u6839\u7ed3\u5e95\uff0c\u521b\u5efa\u5b89\u5168\u53ef\u9760\u7684AI\u667a\u80fd\u4f53\u4e0d\u4ec5\u4ec5\u5173\u4e4e\u6280\u672f\uff0c\u66f4\u5728\u4e8e\u6784\u5efa\u7528\u6237\u53ef\u4ee5\u4f9d\u8d56\u7684\u7cfb\u7edf\u3002\u901a\u8fc7\u4f18\u5148\u8003\u8651\u5b89\u5168\u6027\u3001\u900f\u660e\u5ea6\u548c\u6301\u7eed\u6d4b\u8bd5\uff0c\u5f00\u53d1\u8005\u80fd\u591f\u6253\u9020\u51fa\u4e0d\u4ec5\u6027\u80fd\u4f18\u5f02\uff0c\u800c\u4e14\u80fd\u8d62\u5f97\u7528\u6237\u548c\u5229\u76ca\u76f8\u5173\u8005\u4fe1\u4efb\u7684\u667a\u80fd\u4f53\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thoughts-build-agents-thoughtfully\"><span class=\"ez-toc-section\" id=\"Final_Thoughts_Build_Agents_Thoughtfully\"><\/span>\u6700\u540e\u7684\u601d\u8003\u6df1\u601d\u719f\u8651\u5730\u5efa\u7acb\u4ee3\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u5e94\u4ed3\u4fc3\u51b3\u5b9a\u5efa\u7acb\u4ee3\u7406\u3002\u95ee\u95ee\u81ea\u5df1<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd9\u662f <strong>\u590d\u6742\u4efb\u52a1<\/strong> \u771f\u6b63\u53d7\u76ca\u4e8e\u4eba\u5de5\u667a\u80fd\uff1f<\/li>\n\n\n\n<li>\u6211\u662f\u5426\u62e5\u6709 <strong>\u6570\u636e\u3001\u8bbf\u95ee\u548c\u5de5\u5177<\/strong> \u9700\u8981\u5417\uff1f<\/li>\n\n\n\n<li>\u662f\u5426 <strong>\u9002\u5f53\u7684\u62a4\u680f<\/strong> \u5230\u4f4d\uff1f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u662f\uff0c\u5c31\u7ee7\u7eed\u521b\u5efa\u4e00\u4e2a\u4ee3\u7406\u3002\u5982\u679c\u4e0d\u662f\uff0c\u6700\u597d\u8fd8\u662f\u575a\u6301\u4f7f\u7528\u66f4\u7b80\u5355\u7684\u5de5\u4f5c\u6d41\u7a0b\u6216\u73b0\u6709\u5de5\u5177\u3002\u8bf7\u8bb0\u4f4f\uff1a\u6784\u5efa\u6709\u6548\u7684\u4ee3\u7406\u4e0e\u534e\u800c\u4e0d\u5b9e\u7684\u6f14\u793a\u65e0\u5173\uff0c\u66f4\u591a\u7684\u662f\u8bbe\u8ba1\u51fa\u80fd\u771f\u6b63\u5e2e\u52a9\u5ba2\u6237\u3001\u56e2\u961f\u548c\u7528\u6237\u7684\u5f3a\u5927\u7cfb\u7edf\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-faqs-answering-common-questions\"><span class=\"ez-toc-section\" id=\"FAQs_Answering_Common_Questions\"><\/span>\u5e38\u89c1\u95ee\u9898\uff1a\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-what-are-the-4-rules-of-ai-agents\"><span class=\"ez-toc-section\" id=\"1_What_are_the_4_rules_of_AI_agents\"><\/span>1. <strong>\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684 4 \u6761\u89c4\u5219\u662f\u4ec0\u4e48\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u590d\u6742\u6027\uff1a<\/strong> \u53ea\u4e3a\u9700\u8981\u63a8\u7406\u7684\u590d\u6742\u4efb\u52a1\u5efa\u7acb\u4ee3\u7406\u3002.<\/li>\n\n\n\n<li><strong>\u4ef7\u503c<\/strong> \u786e\u4fdd\u4efb\u52a1\u503c\u5f97\u81ea\u52a8\u5316\u3002.<\/li>\n\n\n\n<li><strong>\u53ef\u884c\u6027\uff1a<\/strong> \u68c0\u67e5\u5de5\u5177\u3001\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u548c\u6570\u636e\u662f\u5426\u53ef\u7528\u3002.<\/li>\n\n\n\n<li><strong>\u98ce\u9669<\/strong> \u5728\u9ad8\u98ce\u9669\u73af\u5883\u4e2d\u4f7f\u7528\u9002\u5f53\u7684\u9632\u62a4\u680f\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-why-do-we-use-agents\"><span class=\"ez-toc-section\" id=\"2_Why_do_we_use_agents\"><\/span>2. <strong>\u6211\u4eec\u4e3a\u4ec0\u4e48\u8981\u4f7f\u7528\u4ee3\u7406\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u4e3a\u5b83\u4eec\u80fd\u591f\u5b9e\u73b0\u5de5\u4f5c\u6d41\u65e0\u6cd5\u5904\u7406\u7684\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u3002\u5b83\u4eec\u4e0e\u6570\u636e\u4ea4\u4e92\u3001\u56de\u7b54\u95ee\u9898\u3001\u4e0e\u5ba2\u6237\u6c9f\u901a\u5e76\u667a\u80fd\u54cd\u5e94\uff0c\u4ece\u800c\u89e3\u653e\u56e2\u961f\u548c\u5f00\u53d1\u8005\uff0c\u8ba9\u4ed6\u4eec\u80fd\u591f\u4e13\u6ce8\u4e8e\u66f4\u91cd\u8981\u7684\u4f18\u5148\u7ea7\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-can-i-build-ai-agents-without-coding\"><span class=\"ez-toc-section\" id=\"3_Can_I_build_AI_agents_without_coding\"><\/span>3. <strong>\u65e0\u9700\u7f16\u7801\u5c31\u80fd\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5417\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u7136\u53ef\u4ee5\u3002\u73b0\u4ee3\u5e73\u53f0\u5141\u8bb8\u60a8\u521b\u5efa\u4ee3\u7406\u3001\u8fde\u63a5 API\uff0c\u751a\u81f3\u53ea\u9700\u7b80\u5355\u63cf\u8ff0\u6216\u63d0\u793a\u5373\u53ef\u6d4b\u8bd5\u529f\u80fd\u3002\u53ea\u9700\u767b\u5f55\u3001\u8bbe\u7f6e\u65b0\u8d26\u6237\u3001\u7c98\u8d34 API \u5bc6\u94a5\uff0c\u5373\u53ef\u521b\u5efa\u65b0\u4ee3\u7406\uff0c\u65e0\u9700\u63a5\u89e6\u4ee3\u7801\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-why-do-most-ai-agents-fail-in-production-and-how-to-build-ones-that-don-t\"><span class=\"ez-toc-section\" id=\"4_Why_do_most_AI_agents_fail_in_production_and_how_to_build_ones_that_dont\"><\/span>4. <strong>\u4e3a\u4ec0\u4e48\u5927\u591a\u6570\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5728\u751f\u4ea7\u4e2d\u90fd\u4f1a\u5931\u8d25\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u591a\u6570\u5931\u8d25\u7684\u539f\u56e0\u662f\u7f3a\u4e4f\u6d4b\u8bd5\u3001\u53ef\u89c2\u5bdf\u6027\u548c\u9632\u62a4\u63aa\u65bd\u3002\u8981\u60f3\u6210\u529f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ece\u5c0f\u5904\u7740\u624b\u3002.<\/li>\n\n\n\n<li>\u6d4b\u8bd5\u4e2d\u95f4\u6b65\u9aa4\u5e76\u76d1\u63a7\u5bf9\u8bdd\u6d41\u7a0b\u3002.<\/li>\n\n\n\n<li>\u4e3a\u63a8\u7406\u63d0\u4f9b\u8db3\u591f\u7684\u4ee3\u5e01\u3002.<\/li>\n\n\n\n<li>\u4fdd\u6301\u8bf4\u660e\u6e05\u6670\uff0c\u53ea\u542f\u7528\u5fc5\u8981\u7684\u5de5\u5177\uff0c\u5e76\u5bf9\u7528\u6237\u7684\u53cd\u9988\u505a\u51fa\u56de\u5e94\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9075\u5faa\u8fd9\u4e9b\u6838\u5fc3\u539f\u5219\uff0c\u4f60\u5c31\u80fd\u6784\u5efa\u51fa\u771f\u6b63\u53d1\u6325\u4f5c\u7528\u7684\u9ad8\u6548\u667a\u80fd\u4f53\uff0c\u65e0\u8bba\u5b83\u4eec\u662f\u5728\u8bfb\u53d6\u6587\u672c\u6587\u4ef6\u3001\u56de\u590d\u5ba2\u6237\u6d88\u606f\uff0c\u8fd8\u662f\u4e3a\u65b0\u7684\u5bf9\u8bdd\u83b7\u53d6\u5929\u6c14\u4fe1\u606f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>So, you\u2019ve been hearing all the buzz about AI agents and wondering: \u201cShould I build an agent for my work, or am I better off sticking to simpler workflows?\u201d If you\u2019re anything like most developers, teams, and curious users dabbling in AI, you\u2019ve probably already seen agent builder tools, read a bit of documentation, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":46228,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[55],"class_list":["post-47982","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-artificial-intelligence"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Master the Process: Build an Agent for Real-World Applications<\/title>\n<meta name=\"description\" content=\"Learn how to build effective agents for real-world applications. Enhance your skills and tackle practical challenges. Read the article to get started!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.investglass.com\/zh\/\u4f60\u5e94\u8be5\u5efa\u7acb\u4e00\u4e2a\u4ee3\u7406\u5417\uff1f\u8fd9\u662f\u4e00\u672c\u5b9e\u7528\u6307\u5357\uff0c\u9002\u5408\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Should You Build an Agent? 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