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Fine-tuning&#xff09;\u7684\u4f18\u52a3\u3001\u6210\u672c\u548c\u98ce\u9669&#xff0c;\u6307\u5bfc\u51b3\u7b56\u3002<\/p>\n<p>\u7406\u89e3\u7b97\u6cd5\u56e2\u961f\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u6311\u6218&#xff0c;\u5236\u5b9a\u5408\u7406\u7684\u4ea7\u54c1\u5f00\u53d1\u91cc\u7a0b\u7891\u3002<\/p>\n<p>\u9a71\u52a8\u4ee5Agent\u4e3a\u4e2d\u5fc3\u7684\u4ea7\u54c1-\u6280\u672f-\u6570\u636e\u95ed\u73af<\/p>\n<p>\u4e3b\u5bfc\u8bbe\u8ba1\u57fa\u4e8e\u771f\u5b9e\u7528\u6237\u4ea4\u4e92\u6570\u636e\u7684\u8bc4\u4f30\u3001\u76d1\u63a7\u548c\u8fed\u4ee3\u6d41\u7a0b\u3002<\/p>\n<p>\u534f\u8c03\u6570\u636e\u5de5\u7a0b\u5e08\u6784\u5efa\u9ad8\u8d28\u91cf\u7684\u77e5\u8bc6\u5e93\u548c\u6570\u636e\u5904\u7406\u6d41\u6c34\u7ebf\u3002<\/p>\n<p>\u63a8\u52a8\u7b97\u6cd5\u3001\u5de5\u7a0b\u56e2\u961f\u56f4\u7ed5\u667a\u80fd\u4f53\u8868\u73b0\u6301\u7eed\u4f18\u5316\u3002<\/p>\n<p>\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4ea7\u54c1\u7ecf\u7406\u662f\u590d\u6742AI Agent\u9879\u76ee\u56e2\u961f\u7684\u201c\u7c98\u5408\u5242\u201d\u548c\u201c\u65b9\u5411\u76d8\u201d&#xff0c;\u5176\u8de8\u754c\u80fd\u529b\u662f\u9879\u76ee\u9ad8\u6548\u63a8\u8fdb\u7684\u6838\u5fc3\u4fdd\u969c\u3002<\/p>\n<h2>05 \u4eba\u624d\u6210\u957f\u66f2\u7ebf\u9661\u5ced&#xff0c;\u5b9e\u6218\u7ecf\u9a8c\u4e0d\u6613\u66ff\u4ee3<\/h2>\n<p>AI Agent\u4ea7\u54c1\u7ecf\u7406\u76f8\u8f83\u4f20\u7edf\u4e92\u8054\u7f51\u4ea7\u54c1\u7ecf\u7406&#xff0c;\u66f4\u5bb9\u6613\u5efa\u7acb\u4e13\u4e1a\u58c1\u5792&#xff0c;\u6838\u5fc3\u80fd\u529b\u4e5f\u5f88\u96be\u88ab\u5feb\u901f\u590d\u5236\u3002<\/p>\n<p>\u77e5\u8bc6\u4f53\u7cfb\u590d\u5408\u4e14\u5feb\u901f\u8fed\u4ee3<\/p>\n<p>\u9700\u540c\u65f6\u6df1\u8015\u4ea7\u54c1\u8bbe\u8ba1\u3001AI\u6280\u672f&#xff08;\u5c24\u5176\u662fLLM\u548c\u667a\u80fd\u4f53\u8303\u5f0f&#xff09;\u3001\u7279\u5b9a\u4e1a\u52a1\u9886\u57df\u77e5\u8bc6&#xff0c;\u4e14\u6280\u672f\u65e5\u65b0\u6708\u5f02\u3002<\/p>\n<p>\u201c\u611f\u89c9\u201d\u6e90\u4e8e\u5b9e\u8df5<\/p>\n<p>\u5bf9\u63d0\u793a\u8bcd\u6548\u679c\u3001\u5de5\u4f5c\u6d41\u8bbe\u8ba1\u4f18\u52a3\u3001\u7528\u6237\u4e0eAgent\u4e92\u52a8\u6a21\u5f0f\u7684\u654f\u611f\u5ea6&#xff0c;\u9ad8\u5ea6\u4f9d\u8d56\u771f\u5b9e\u9879\u76ee\u4e2d\u7684\u8bd5\u9519\u3001\u89c2\u5bdf\u548c\u603b\u7ed3\u3002<\/p>\n<p>\u7cfb\u7edf\u6027\u601d\u7ef4\u8981\u6c42\u9ad8<\/p>\n<p>\u9700\u7406\u89e3\u4ece\u7528\u6237\u610f\u56fe\u5230LLM\u63a8\u7406&#xff0c;\u518d\u5230\u5de5\u5177\u8c03\u7528\u548c\u7ed3\u679c\u751f\u6210\u7684\u5b8c\u6574\u94fe\u6761&#xff0c;\u53ca\u5176\u52a8\u6001\u4ea4\u4e92\u5173\u7cfb\u3002<\/p>\n<p>\u89e3\u51b3\u201c\u6a21\u7cca\u6027\u201d\u80fd\u529b<\/p>\n<p>Agent\u884c\u4e3a\u5177\u6709\u975e\u786e\u5b9a\u6027&#xff0c;\u9700\u6c42\u5e38\u6a21\u7cca\u4e0d\u6e05&#xff0c;\u4ea7\u54c1\u7ecf\u7406\u9700\u5728\u9ad8\u5ea6\u4e0d\u786e\u5b9a\u6027\u4e2d\u5b9a\u4e49\u95ee\u9898\u3001\u62c6\u89e3\u8def\u5f84\u3001\u63a8\u52a8\u843d\u5730\u3002<\/p>\n<p>\u57f9\u517b\u4e00\u4e2a\u5408\u683c\u7684AI Agent\u4ea7\u54c1\u7ecf\u7406\u6210\u672c\u9ad8\u3001\u5468\u671f\u957f&#xff0c;\u73b0\u6709\u4eba\u624d\u7684\u5b9e\u6218\u7ecf\u9a8c\u6784\u6210\u4e86\u6781\u9ad8\u7684\u58c1\u5792\u3002<\/p>\n<h2>\u6700\u540e<\/h2>\n<p>\u62e5\u6709AI Agent\u7ecf\u9a8c\u7684\u4ea7\u54c1\u7ecf\u7406&#xff0c;\u672c\u8d28\u662f\u201cAI\u65f6\u4ee3\u7684\u9996\u5e2d\u95ee\u9898\u67b6\u6784\u5e08\u201d\u3002<\/p>\n<p>\u4ed6\u4eec\u4e0d\u4ec5\u5b9a\u4e49\u4ea7\u54c1\u529f\u80fd&#xff0c;\u66f4\u5728\u5b9a\u4e49\u667a\u80fd\u4f53\u7684\u201c\u76ee\u6807\u3001\u8ba4\u77e5\u8fb9\u754c\u3001\u884c\u4e3a\u80fd\u529b\u4e0e\u534f\u4f5c\u65b9\u5f0f\u201d&#xff0c;\u5c06\u524d\u6cbfAI\u6280\u672f\u8f6c\u5316\u4e3a\u53ef\u843d\u5730\u3001\u6709\u4ef7\u503c\u3001\u4f53\u9a8c\u5353\u8d8a\u7684\u7528\u6237\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u5728AI Agent\u91cd\u5851\u8f6f\u4ef6\u5f62\u6001\u548c\u4eba\u673a\u4ea4\u4e92\u7684\u672a\u6765&#xff0c;\u8fd9\u7c7b\u4eba\u624d\u7684\u4ef7\u503c\u53ea\u4f1a\u8d8a\u53d1\u660e\u663e&#xff0c;\u5176\u201c\u62a2\u624b\u201d\u6001\u52bf\u662f\u6280\u672f\u9769\u547d\u4e0e\u5e02\u573a\u9700\u6c42\u5171\u632f\u7684\u5fc5\u7136\u7ed3\u679c\u3002<\/p>\n<h2>\u666e\u901a\u4eba\u5982\u4f55\u6293\u4f4fAI\u5927\u6a21\u578b\u7684\u98ce\u53e3&#xff1f;<\/h2>\n<p>\u9886\u53d6\u65b9\u5f0f\u5728\u6587\u672b<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u8981\u5b66\u4e60\u5927\u6a21\u578b&#xff1f;<\/h3>\n<p>\u76ee\u524dAI\u5927\u6a21\u578b\u7684\u6280\u672f\u5c97\u4f4d\u4e0e\u80fd\u529b\u57f9\u517b\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u8fc5\u901f\u53d1\u5c55\u548c\u5e94\u7528 &#xff0c; \u5927\u6a21\u578b\u4f5c\u4e3a\u5176\u4e2d\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206 &#xff0c; \u6b63\u9010\u6e10\u6210\u4e3a\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u91cd\u8981\u5f15\u64ce \u3002\u5927\u6a21\u578b\u4ee5\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u6a21\u5f0f\u8bc6\u522b\u80fd\u529b&#xff0c; \u5e7f\u6cdb\u5e94\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406 \u3001\u8ba1\u7b97\u673a\u89c6\u89c9 \u3001 \u667a\u80fd\u63a8\u8350\u7b49\u9886\u57df &#xff0c;\u4e3a\u5404\u884c\u5404\u4e1a\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684\u6539\u53d8\u548c\u673a\u9047 \u3002<\/p>\n<p>\u76ee\u524d&#xff0c;\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5df2\u5e94\u7528\u4e8e\u533b\u7597\u3001\u653f\u52a1\u3001\u6cd5\u5f8b\u3001\u6c7d\u8f66\u3001\u5a31\u4e50\u3001\u91d1\u878d\u3001\u4e92\u8054\u7f51\u3001\u6559\u80b2\u3001\u5236\u9020\u4e1a\u3001\u4f01\u4e1a\u670d\u52a1\u7b49\u591a\u4e2a\u573a\u666f&#xff0c;\u5176\u4e2d&#xff0c;\u5e94\u7528\u4e8e\u91d1\u878d\u3001\u4f01\u4e1a\u670d\u52a1\u3001\u5236\u9020\u4e1a\u548c\u6cd5\u5f8b\u9886\u57df\u7684\u5927\u6a21\u578b\u5728\u672c\u6b21\u8c03\u7814\u4e2d\u5360\u6bd4\u8d85\u8fc7 30%\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730120640-688a0ad002019.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u968f\u7740AI\u5927\u6a21\u578b\u6280\u672f\u7684\u8fc5\u901f\u53d1\u5c55&#xff0c;\u76f8\u5173\u5c97\u4f4d\u7684\u9700\u6c42\u4e5f\u65e5\u76ca\u589e\u52a0\u3002\u5927\u6a21\u578b\u4ea7\u4e1a\u94fe\u50ac\u751f\u4e86\u4e00\u6279\u9ad8\u85aa\u65b0\u804c\u4e1a&#xff1a;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730120641-688a0ad152e84.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" 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src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730120644-688a0ad44c652.gif\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u5e0c\u671b\u8fd9\u4efd\u7cfb\u7edf\u3001\u5b9e\u7528\u7684\u5927\u6a21\u578b\u5b66\u4e60\u8def\u5f84&#xff0c;\u80fd\u591f\u5e2e\u52a9\u4f60\u4ece\u96f6\u5165\u95e8&#xff0c;\u8fdb\u9636\u5230\u5b9e\u6218&#xff0c;\u771f\u6b63\u638c\u63e1AI\u65f6\u4ee3\u7684\u6838\u5fc3\u6280\u80fd&#xff01;<\/p>\n<h4>01 \u6559\u5b66\u5185\u5bb9<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730120644-688a0ad463e1a.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<ul>\n<li>\n<p>\u4ece\u96f6\u5230\u7cbe\u901a\u5b8c\u6574\u95ed\u73af&#xff1a;\u3010\u57fa\u7840\u7406\u8bba \u2192RAG\u5f00\u53d1 \u2192 Agent\u8bbe\u8ba1 \u2192  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