{"id":113184,"date":"2026-10-05T17:25:10","date_gmt":"2026-10-05T09:25:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/113184.html"},"modified":"2026-10-05T17:25:10","modified_gmt":"2026-10-05T09:25:10","slug":"%e8%81%8a%e8%81%8a-ai-%e7%a4%be%e4%ba%a4%e5%9c%ba%e6%99%af%e4%b8%8b%e7%9a%84-agent-%e8%90%bd%e5%9c%b0%e8%b8%a9%e5%9d%91%ef%bc%8c%e9%a1%ba%e4%be%bf%e5%86%85%e9%83%a8%e7%9b%b4%e6%8e%a8%e4%b8%aa-agent","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/113184.html","title":{"rendered":"\u804a\u804a AI \u793e\u4ea4\u573a\u666f\u4e0b\u7684 Agent \u843d\u5730\u8e29\u5751\uff0c\u987a\u4fbf\u5185\u90e8\u76f4\u63a8\u4e2a Agent \u5e94\u7528\u5f00\u53d1\u5c97"},"content":{"rendered":"<p>\u6f5c\u6c34\u901b\u4e86\u633a\u4e45&#xff0c;\u770b\u8bba\u575b\u91cc\u597d\u591a\u670b\u53cb\u804a Agent \u5f00\u53d1\u3001RAG \u4f18\u5316\u3001LangGraph \u5b9e\u8df5\u3001AI 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\u7cfb\u7edf\u7684\u5168\u94fe\u8def\u5efa\u8bbe&#xff0c;\u6280\u672f\u6df1\u5ea6\u548c\u4e1a\u52a1\u53c2\u4e0e\u5ea6\u90fd\u591f&#xff1a;<\/p>\n<li>\u4ece 0 \u5230 1 \u642d\u5efa AI \u793e\u4ea4\u4ea7\u54c1\u7684 Agent \u7cfb\u7edf&#xff0c;\u5bf9\u8bdd\u540e\u7aef\u670d\u52a1\u3001Agent Runtime\u3001\u5de5\u4f5c\u6d41\u7f16\u6392\u3001RAG\u3001\u4e0a\u4e0b\u6587 \/ \u957f\u77ed\u671f\u8bb0\u5fc6\u3001\u5de5\u5177\u8c03\u7528\u8fd9\u4e9b\u6838\u5fc3\u6a21\u5757&#xff0c;\u90fd\u80fd\u6df1\u5ea6\u53c2\u4e0e&#xff0c;\u4e0d\u662f\u53ea\u62e7\u67d0\u4e00\u5757\u7684\u87ba\u4e1d\u3002<\/li>\n<li>\u548c\u4ea7\u54c1\u4e00\u8d77\u62c6\u89e3\u793e\u4ea4\u73a9\u6cd5&#xff0c;\u628a\u89d2\u8272\u4e92\u52a8\u3001\u5173\u7cfb\u53d1\u5c55\u3001\u5185\u5bb9\u5171\u521b\u3001\u6d3b\u52a8\u4efb\u52a1\u8fd9\u4e9b\u573a\u666f&#xff0c;\u8f6c\u5316\u6210 Agent \u7684 Tool\/Function Calling\u3001Skill \u548c\u591a\u8f6e\u5bf9\u8bdd\u6d41\u7a0b&#xff0c;\u76f8\u5f53\u4e8e\u7528\u6280\u672f\u628a \u201c\u597d\u73a9\u201d \u8fd9\u4ef6\u4e8b\u843d\u5730\u3002<\/li>\n<li>\u505a Prompt \u4e0e Context \u5de5\u7a0b\u3001\u6a21\u578b\u9009\u578b\u548c\u8def\u7531\u7b56\u7565&#xff0c;\u5728\u4e0d\u540c\u573a\u666f\u91cc\u5e73\u8861\u6a21\u578b\u6548\u679c\u3001\u54cd\u5e94\u65f6\u5ef6\u3001\u7a33\u5b9a\u6027\u548c\u63a8\u7406\u6210\u672c \u2014\u2014 \u505a To C \u4ea7\u54c1&#xff0c;\u4f53\u9a8c\u548c\u6210\u672c\u90fd\u5f97\u62a0\u3002<\/li>\n<li>\u5efa\u8bbe Agent \u7684\u53ef\u89c2\u6d4b\u3001\u8c03\u8bd5\u4e0e\u8bc4\u6d4b\u4f53\u7cfb&#xff0c;\u9760\u5bf9\u8bdd\u65e5\u5fd7\u548c\u57cb\u70b9\u6570\u636e\u5b9a\u4f4d Bad Case&#xff0c;\u5f62\u6210 \u201c\u53d1\u73b0 &#8211; \u8bc4\u6d4b &#8211; \u4f18\u5316 &#8211; \u9a8c\u8bc1\u201d \u7684\u95ed\u73af&#xff1b;\u8fd8\u4f1a\u548c\u4ea7\u54c1\u3001\u7b97\u6cd5\u4e00\u8d77\u505a A\/B \u5b9e\u9a8c&#xff0c;\u76f4\u63a5\u4f18\u5316\u4e92\u52a8\u6df1\u5ea6\u3001\u7559\u5b58\u7387\u8fd9\u4e9b\u6838\u5fc3\u4e1a\u52a1\u6307\u6807\u3002<\/li>\n<li>\u53c2\u4e0e LLM \u5e94\u7528\u5c42\u67b6\u6784\u8bbe\u8ba1&#xff0c;\u642d\u5efa\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u7684\u6d41\u5f0f\u5bf9\u8bdd\u670d\u52a1&#xff0c;\u5b8c\u5584\u8d85\u65f6\u91cd\u8bd5\u3001\u7f13\u5b58\u3001\u9650\u6d41\u3001\u7194\u65ad\u964d\u7ea7\u3001\u6a21\u578b\u5207\u6362\u8fd9\u4e9b\u673a\u5236&#xff0c;\u652f\u6491\u8fd0\u8425\u6d3b\u52a8\u548c\u7528\u6237\u589e\u957f\u3002<\/li>\n<li>\u540c\u65f6\u4e5f\u4f1a\u505a AI \u793e\u4ea4\u7684\u5b89\u5168\u6cbb\u7406&#xff0c;\u5b8c\u5584\u5185\u5bb9\u5b89\u5168\u3001\u9690\u79c1\u4fdd\u62a4\u3001\u5de5\u5177\u6743\u9650\u3001\u654f\u611f\u64cd\u4f5c\u786e\u8ba4\u8fd9\u4e9b\u673a\u5236&#xff0c;\u964d\u4f4e\u6a21\u578b\u5e7b\u89c9\u3001\u89d2\u8272\u8d8a\u754c\u7684\u98ce\u9669\u3002<\/li>\n<p>\u6211\u4eec\u5bf9\u5019\u9009\u4eba\u7684\u671f\u671b&#xff0c;\u4e0d\u5361\u6b7b\u5b66\u5386\u548c\u5e74\u9650&#xff0c;\u6838\u5fc3\u770b\u5b9e\u9645\u80fd\u529b\u548c\u5bf9\u8fd9\u4ef6\u4e8b\u7684\u5174\u8da3&#xff1a;<\/p>\n<ul>\n<li>\u672c\u79d1\u53ca\u4ee5\u4e0a\u76f8\u5173\u4e13\u4e1a&#xff0c;3 \u5e74\u4ee5\u4e0a\u540e\u7aef\u5f00\u53d1\u7ecf\u9a8c&#xff0c;\u6709\u5927\u6a21\u578b\u3001Agent \u6216\u667a\u80fd\u5bf9\u8bdd\u4ea7\u54c1\u5f00\u53d1\u7ecf\u9a8c\u4f18\u5148&#xff1b;<\/li>\n<li>Go \u8bed\u8a00\u529f\u5e95\u624e\u5b9e&#xff0c;\u80fd\u505a\u9ad8\u6027\u80fd\u540e\u7aef\u5f00\u53d1&#xff0c;\u719f\u6089\u5e76\u53d1\u7f16\u7a0b\u3001\u6027\u80fd\u8c03\u4f18&#xff1b;\u540c\u65f6\u4e5f\u719f\u6089 Python \u53ca FastAPI \u7b49\u751f\u6001&#xff0c;\u80fd\u72ec\u7acb\u5f00\u53d1 Agent \u670d\u52a1\u3001\u6a21\u578b\u8c03\u7528\u548c\u6570\u636e\u5904\u7406\u7a0b\u5e8f&#xff1b;<\/li>\n<li>\u719f\u7ec3\u4f7f\u7528 MySQL\u3001Redis\u3001MongoDB\u3001Kafka \u7b49\u5e38\u7528\u5b58\u50a8\u548c\u4e2d\u95f4\u4ef6&#xff0c;\u80fd\u5408\u7406\u9009\u578b\u3001\u505a\u6570\u636e\u5efa\u6a21\u548c\u6027\u80fd\u4f18\u5316&#xff1b;<\/li>\n<li>\u5403\u900f LLM Agent \u7684\u6838\u5fc3\u673a\u5236&#xff0c;\u7406\u89e3\u4efb\u52a1\u89c4\u5212\u3001\u5de5\u5177\u8c03\u7528\u3001\u72b6\u6001\u7ba1\u7406\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u957f\u77ed\u671f\u8bb0\u5fc6\u8fd9\u4e9b\u903b\u8f91&#xff1b;\u719f\u6089 RAG \u5168\u6d41\u7a0b&#xff0c;\u7528\u8fc7\u4e3b\u6d41\u5411\u91cf\u6570\u636e\u5e93&#xff1b;<\/li>\n<li>\u6709 Loop Engineering \u5b9e\u8df5\u7ecf\u9a8c&#xff0c;\u80fd\u56f4\u7ed5 Agent \u6267\u884c\u8f68\u8ff9\u642d\u5efa\u8fd0\u884c\u3001\u8c03\u8bd5\u3001\u8bc4\u6d4b\u548c\u53cd\u9988\u95ed\u73af&#xff1b;<\/li>\n<li>\u6709\u5206\u5e03\u5f0f\u7cfb\u7edf\u8bbe\u8ba1\u7ecf\u9a8c&#xff0c;\u505a\u8fc7\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u5728\u7ebf\u670d\u52a1&#xff0c;\u5173\u6ce8\u7cfb\u7edf\u7a33\u5b9a\u6027\u3001\u53ef\u89c2\u6d4b\u6027\u548c\u6545\u969c\u6062\u590d&#xff1b;<\/li>\n<li>\u6709\u6570\u636e\u601d\u7ef4&#xff0c;\u80fd\u901a\u8fc7\u65e5\u5fd7\u548c\u7528\u6237\u884c\u4e3a\u6570\u636e\u5b9a\u4f4d\u4f53\u9a8c\u95ee\u9898&#xff0c;\u8bbe\u8ba1\u6548\u679c\u6307\u6807\u548c A\/B \u5b9e\u9a8c&#xff0c;\u63a8\u52a8\u8fed\u4ee3\u3002<\/li>\n<\/ul>\n<p>\u52a0\u5206\u9879&#xff08;\u5339\u914d\u4e0a\u4f1a\u5f88\u4f18\u5148&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u6709 AI \u966a\u4f34\u3001\u793e\u4ea4\u3001\u6e38\u620f\u3001\u667a\u80fd\u5ba2\u670d\u7b49\u591a\u8f6e\u4e92\u52a8\u4ea7\u54c1\u7684\u5f00\u53d1\u7ecf\u9a8c&#xff1b;<\/li>\n<li>\u6709 LangGraph\u3001OpenAI Agents SDK\u3001LangChain\u3001AutoGen \u7b49\u6846\u67b6\u7684\u751f\u4ea7\u5b9e\u8df5&#xff0c;\u6216\u8005\u81ea\u7814\u8fc7 Agent Runtime\u3001MCP \u670d\u52a1&#xff1b;<\/li>\n<li>\u505a\u8fc7 Agent \u81ea\u52a8\u5316\u8bc4\u6d4b\u3001\u8f68\u8ff9\u56de\u653e\u3001Bad Case \u5e73\u53f0\u3001\u6a21\u578b\u7f51\u5173\u6216\u591a\u6a21\u578b\u8def\u7531\u7cfb\u7edf&#xff1b;<\/li>\n<li>\u719f\u6089\u5927\u6a21\u578b\u63a8\u7406\u90e8\u7f72\u4e0e\u6027\u80fd\u4f18\u5316&#xff0c;\u6bd4\u5982 vLLM\u3001SGLang\u3001\u6a21\u578b\u91cf\u5316\u3001\u63a8\u7406\u52a0\u901f&#xff1b;<\/li>\n<li>\u6709 SFT\u3001LoRA\u3001\u504f\u597d\u6570\u636e\u6784\u5efa\u6216\u6a21\u578b\u6548\u679c\u8bc4\u6d4b\u7ecf\u9a8c&#xff1b;<\/li>\n<li>\u63a5\u5165\u8fc7 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