{"id":116431,"date":"2026-10-21T12:08:39","date_gmt":"2026-10-21T04:08:39","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/116431.html"},"modified":"2026-10-21T12:08:39","modified_gmt":"2026-10-21T04:08:39","slug":"%e7%90%86%e8%a7%a3%e5%92%8c%e6%9e%84%e5%bb%ba-ai-agent-%e7%9a%84%e5%9f%ba%e7%a1%80%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/116431.html","title":{"rendered":"\u7406\u89e3\u548c\u6784\u5efa AI Agent \u7684\u57fa\u7840\u6846\u67b6"},"content":{"rendered":"

**Agent = \u5927\u8111 + \u773c\u775b + \u624b\u811a**：LLM \u662f\u5927\u8111（\u51b3\u7b56\u6838\u5fc3），\u4e0a\u4e0b\u6587\u662f\u773c\u775b（\u51b3\u5b9a\u5b83\u80fd\u770b\u5230\u4ec0\u4e48），\u5de5\u5177\u662f\u624b\u811a（\u51b3\u5b9a\u5b83\u80fd\u505a\u4ec0\u4e48）\u3002\u4e09\u8005\u7f3a\u4e00\u4e0d\u53ef\u3002<\/p>\n

**\u773c\u775b（\u4e0a\u4e0b\u6587）\u662f\u51b3\u5b9a\u6027\u7684\u56e0\u7d20**：\u4e0a\u4e0b\u6587\u7531\u9759\u6001\u524d\u7f00（\u7cfb\u7edf\u63d0\u793a\u8bcd + \u5de5\u5177\u5b9a\u4e49）\u548c\u52a8\u6001\u8f68\u8ff9（\u6d88\u606f\u5386\u53f2）\u6784\u6210\u3002\u6d88\u878d\u5b9e\u9a8c\u8868\u660e，\u53bb\u6389\u4efb\u4f55\u4e00\u4e2a\u7ec4\u4ef6\u90fd\u4f1a\u5bfc\u81f4\u7cfb\u7edf\u663e\u8457\u9000\u5316\u3002ReAct \u5faa\u73af\u7684\u672c\u8d28\u662f\u901a\u8fc7\u4e0d\u65ad\u8ffd\u52a0\u8f68\u8ff9\u6765\u8ba9\u6a21\u578b\u6301\u7eed\u63a8\u8fdb\u4efb\u52a1\u3002<\/p>\n

**Harness \u662f\u7ade\u4e89\u529b\u6240\u5728**：\u6a21\u578b\u80fd\u529b\u6b63\u5728\u5546\u54c1\u5316，\u771f\u6b63\u7684\u5dee\u5f02\u5728\u4e8e Harness\u2014\u2014\u56f4\u7ed5\u4e0a\u4e0b\u6587\u548c\u5de5\u5177\u6784\u5efa\u7684\u7ea6\u675f\u3001\u9a8c\u8bc1\u4e0e\u7ea0\u6b63\u673a\u5236，\u786e\u4fdd Agent \u201c\u53ef\u9760\u5730\u505a\u4e8b\u201d\u3002\u5728\u751f\u4ea7\u7ea7\u7684 Agent \u7cfb\u7edf\u4e2d，Harness \u7684\u7edd\u5927\u90e8\u5206\u4ee3\u7801\u90fd\u5728\u505a\u8fd9\u4e9b\u4fdd\u969c\u673a\u5236，\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e0a\u4e0b\u6587\u548c\u5de5\u5177\u672c\u8eab\u3002<\/p>\n

**\u4ece\u5de5\u4f5c\u6d41\u5230\u81ea\u4e3b Agent**：\u5148\u4f18\u5316\u63d0\u793a\u8bcd，\u518d\u8003\u8651\u5de5\u4f5c\u6d41，\u6700\u540e\u624d\u5f15\u5165\u81ea\u4e3b Agent\u2014\u2014\u8fd9\u662f\u964d\u4f4e\u610f\u5916\u98ce\u9669\u6700\u5b9e\u7528\u7684\u987a\u5e8f\u3002\u6bcf\u79cd\u7f16\u6392\u6a21\u5f0f\u90fd\u6709\u5176\u9002\u7528\u573a\u666f，\u4e0d\u5b58\u5728\u901a\u7528\u6700\u4f18\u89e3\u3002<\/p>\n

**\u5b89\u5168\u662f\u67b6\u6784\u95ee\u9898**：\u62a4\u680f\u3001\u4eba\u5de5\u5e72\u9884\u3001\u5bf9\u9f50（alignment，\u5373\u8ba9\u6a21\u578b\u7684\u884c\u4e3a\u4e0e\u4eba\u7c7b\u610f\u56fe\u4fdd\u6301\u4e00\u81f4）\u2014\u2014\u5b89\u5168\u95ee\u9898\u4ece\u7b2c\u4e00\u884c\u4ee3\u7801\u5c31\u8981\u8003\u8651，\u800c\u4e0d\u662f\u4e0a\u7ebf\u524d\u6253\u8865\u4e01\u3002\u5b89\u5168\u95ee\u9898\u8d2f\u7a7f\u6a21\u578b\u3001\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u3001\u534f\u4f5c\u548c\u793e\u4f1a\u4e94\u4e2a\u5c42\u9762\u3002
\n\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"

**Agent \u5927\u8111 \u773c\u775b \u624b\u811a**：LLM \u662f\u5927\u8111（\u51b3\u7b56\u6838\u5fc3），\u4e0a\u4e0b\u6587\u662f\u773c\u775b（\u51b3\u5b9a\u5b83\u80fd\u770b\u5230\u4ec0\u4e48），\u5de5\u5177\u662f\u624b\u811a（\u51b3\u5b9a\u5b83\u80fd\u505a\u4ec0\u4e48）\u3002\u4e09\u8005\u7f3a\u4e00\u4e0d\u53ef\u3002**\u773c\u775b（\u4e0a\u4e0b\u6587）\u662f\u51b3\u5b9a\u6027\u7684\u56e0\u7d20**：\u4e0a\u4e0b\u6587\u7531\u9759\u6001\u524d\u7f00（\u7cfb\u7edf\u63d0\u793a\u8bcd \u5de5\u5177\u5b9a\u4e49）\u548c\u52a8\u6001\u8f68\u8ff9（\u6d88\u606f\u5386\u53f2）\u6784\u6210<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[13178,81,50,87,190,207],"topic":[],"class_list":["post-116431","post","type-post","status-publish","format-standard","hentry","category-server","tag-1024---","tag-python","tag-50","tag-87","tag-190","tag-207"],"yoast_head":"\n\u7406\u89e3\u548c\u6784\u5efa AI Agent \u7684\u57fa\u7840\u6846\u67b6 - 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