{"id":96153,"date":"2026-08-27T15:09:57","date_gmt":"2026-08-27T07:09:57","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/96153.html"},"modified":"2026-08-27T15:09:57","modified_gmt":"2026-08-27T07:09:57","slug":"%e6%94%b6%e8%97%8f%ef%bc%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ba%94%e7%94%a8%e5%bc%80%e5%8f%91%ef%bc%9a2026%e5%b9%b4%e6%9c%80%e6%8a%a2%e6%89%8b%e7%9a%84%e5%b2%97%e4%bd%8d%ef%bc%8c%e5%b9%b4%e8%96%aa","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/96153.html","title":{"rendered":"\u6536\u85cf\uff01\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a2026\u5e74\u6700\u62a2\u624b\u7684\u5c97\u4f4d\uff0c\u5e74\u85aa\u767e\u4e07\u4e0d\u662f\u68a6\uff01"},"content":{"rendered":"<p>\u6587\u7ae0\u6307\u51fa\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5c97\u4f4d\u9700\u6c42\u6fc0\u589e&#xff0c;\u5e74\u85aa\u5927\u5e45\u4e0a\u6da8\u3002\u4f20\u7edf\u8ba4\u77e5\u4e2d\u7684\u7b97\u6cd5\u5c97\u4ec5\u5360\u5c11\u6570&#xff0c;\u800c\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5c97\u4f4d\u9700\u6c42\u91cf\u6700\u5927&#xff0c;\u5305\u62ecRAG\u77e5\u8bc6\u5e93\u642d\u5efa\u3001AI 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decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070943-6a8fe2b7bcb90.jpg\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u6839\u636e2026\u5e74\u6625\u62db\u6570\u636e&#xff0c;\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5c97\u5360\u4e86\u76f8\u5173\u5c97\u4f4d\u603b\u91cf\u768458%&#xff0c;\u662f\u9700\u6c42\u91cf\u6700\u5927\u7684\u65b9\u5411\u3002\u5b83\u505a\u7684\u662f\u4ec0\u4e48\u4e8b&#xff1f;RAG\u77e5\u8bc6\u5e93\u642d\u5efa\u3001AI Agent\u5f00\u53d1\u3001\u6a21\u578bAPI\u5bf9\u63a5\u3001\u4e1a\u52a1\u7cfb\u7edf\u96c6\u6210\u3002\u8bf4\u767d\u4e86&#xff0c;\u4e0d\u662f\u9020\u5f15\u64ce&#xff0c;\u662f\u628a\u5f15\u64ce\u88c5\u5230\u8f66\u4e0a\u8dd1\u8d77\u6765\u3002<\/p>\n<p>\u767e\u5ea6\u5728\u62db&#xff0c;\u534e\u4e3a\u5728\u62db&#xff0c;\u817e\u8baf\u5728\u62db&#xff0c;DeepSeek\u3001\u6da6\u5efa\u80a1\u4efd\u3001\u5929\u4ebf\u9a6c\u4fe1\u606f\u2014\u2014\u4ece\u5927\u5382\u5230\u533a\u57df\u578bIT\u4f01\u4e1a&#xff0c;JD\u91cc\u6e05\u4e00\u8272\u5199\u7740\u300c\u719f\u6089RAG\u300d\u300c\u6709Agent\u5f00\u53d1\u7ecf\u9a8c\u300d\u300c\u638c\u63e1Fine-tuning\u300d\u3002\u8fd9\u4e09\u4e2a\u8bcd&#xff0c;\u5df2\u7ecf\u6210\u4e862026\u5e74\u6280\u672f\u62db\u8058\u7684\u786c\u901a\u8d27\u3002<\/p>\n<p>\u4e8c\u3001\u4e09\u6761\u8d5b\u9053&#xff0c;\u4e09\u6761\u5b8c\u5168\u4e0d\u540c\u7684\u8def<\/p>\n<p>\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u4e0d\u662f\u4e00\u4e2a\u7b3c\u7edf\u7684\u65b9\u5411&#xff0c;\u5b83\u6b63\u5728\u5206\u5316\u51fa\u4e09\u6761\u6e05\u6670\u7684\u8d5b\u9053&#xff0c;\u6bcf\u6761\u7684\u5165\u884c\u95e8\u69db\u3001\u85aa\u8d44\u533a\u95f4\u3001\u7ade\u4e89\u683c\u5c40\u90fd\u4e0d\u4e00\u6837\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070944-6a8fe2b812581.jpg\" alt=\"\u56fe\u7247\" 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Agent&#xff0c;\u667a\u80fd\u4f53&#xff0c;\u8ba9\u5927\u6a21\u578b\u4ece\u300c\u88ab\u52a8\u56de\u7b54\u300d\u53d8\u6210\u300c\u4e3b\u52a8\u6267\u884c\u300d\u2014\u2014\u81ea\u5df1\u62c6\u89e3\u4efb\u52a1\u3001\u8c03\u7528\u5de5\u5177\u3001\u5904\u7406\u5f02\u5e38\u30022026\u5e74\u6625\u62db&#xff0c;Agent\u65b9\u5411\u5c97\u4f4d\u6da8\u5e45418%&#xff0c;\u662f\u589e\u901f\u6700\u731b\u7684\u3002<\/p>\n<p>\u4f46Agent\u7684\u5c97\u4f4d\u8981\u6c42\u4e5f\u6700\u6742&#xff1a;\u4f60\u8981\u61c2LangChain\u3001LlamaIndex\u8fd9\u4e9b\u6846\u67b6&#xff0c;\u8981\u4f1a\u8bbe\u8ba1\u4efb\u52a1\u89c4\u5212\u548c\u5de5\u5177\u8c03\u7528\u6d41\u7a0b&#xff0c;\u8981\u5904\u7406\u591a\u8f6e\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406&#xff0c;\u6709\u4e9b\u5c97\u8fd8\u8981\u6c42\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7ecf\u9a8c\u3002\u5929\u4ebf\u9a6c\u4fe1\u606f\u62db\u8058\u667a\u80fd\u4f53\u5f00\u53d1\u5de5\u7a0b\u5e08&#xff0c;10\u6761\u4efb\u804c\u8981\u6c42\u6db5\u76d6\u4e86\u4ecePython\u5f02\u6b65\u7f16\u7a0b\u5230Kubernetes\u5bb9\u5668\u5316\u90e8\u7f72&#xff0c;\u85aa\u8d4410-15K\u2014\u2014\u8fd9\u4e2a\u6570\u5b57\u8bf4\u660e&#xff0c;\u4e8c\u4e09\u7ebf\u57ce\u5e02\u7684Agent\u5c97\u5df2\u7ecf\u94fa\u5f00\u4e86&#xff0c;\u4f46\u4eba\u624d\u4f9b\u7ed9\u8fd8\u6ca1\u8ddf\u4e0a\u3002<\/p>\n<p>Agent\u8d5b\u9053\u7684\u7279\u70b9\u662f&#xff1a;\u5929\u82b1\u677f\u6781\u9ad8&#xff0c;\u4f46\u5f53\u4e0b\u5f88\u591a\u5c97\u4f4d\u8fd8\u5728\u6478\u7d22\u9636\u6bb5&#xff0c;\u771f\u6b63\u80fd\u843d\u5730\u8d5a\u94b1\u7684Agent\u4ea7\u54c1\u5e76\u4e0d\u591a\u3002\u9009\u8fd9\u6761\u8def&#xff0c;\u4f60\u8981\u6709\u8010\u5fc3\u3002<\/p>\n<li>Fine-tuning&#xff1a;\u6700\u7a33\u7684\u90a3\u6761\u8def<\/li>\n<p>\u5927\u6a21\u578b\u5fae\u8c03&#xff0c;\u9488\u5bf9\u7279\u5b9a\u9886\u57df\u4f18\u5316\u6a21\u578b\u8868\u73b0\u3002\u653f\u4f01\u5ba2\u6237\u8981\u672c\u5730\u5316\u90e8\u7f72\u3001\u884c\u4e1a\u5ba2\u6237\u8981\u4e13\u5c5e\u6a21\u578b\u3001\u4f01\u4e1a\u8981\u964d\u672c\u589e\u6548\u2014\u2014\u90fd\u79bb\u4e0d\u5f00\u5fae\u8c03\u3002<\/p>\n<p>\u8fd9\u4e2a\u65b9\u5411\u7684\u95e8\u69db\u4ecb\u4e8eRAG\u548c\u7b97\u6cd5\u4e4b\u95f4&#xff1a;\u4f60\u4e0d\u9700\u8981\u4ece\u96f6\u8bad\u7ec3\u6a21\u578b&#xff0c;\u4f46\u8981\u7406\u89e3Transformer\u67b6\u6784&#xff0c;\u8981\u4f1a\u7528LoRA\u3001QLoRA\u8fd9\u4e9b\u9ad8\u6548\u5fae\u8c03\u65b9\u6cd5&#xff0c;\u8981\u4f1a\u51c6\u5907\u9886\u57df\u6570\u636e\u548c\u8bc4\u4f30\u6a21\u578b\u6548\u679c\u3002\u6da6\u5efa\u80a1\u4efd\u7684AI\u67b6\u6784\u5e08\u5c97\u4f4d&#xff0c;\u660e\u786e\u8981\u6c42\u300c\u6709LoRA\u3001QLoRA\u5fae\u8c03\u7ecf\u9a8c\u4f18\u5148\u300d\u3002<\/p>\n<p>Fine-tuning\u7684\u7a33\u5b9a\u6027\u6700\u5f3a\u3002\u6bcf\u4e2a\u884c\u4e1a\u90fd\u6709\u81ea\u5df1\u7684\u9886\u57df\u6a21\u578b\u9700\u6c42&#xff0c;\u8fd9\u4e0d\u662f\u98ce\u53e3\u6765\u4e86\u624d\u6709\u7684\u6d3b&#xff0c;\u800c\u662f\u957f\u671f\u521a\u9700\u3002<\/p>\n<p>\u4e09\u3001\u85aa\u8d44\u771f\u76f8&#xff1a;\u522b\u88ab128\u4e07\u6643\u4e86\u773c<\/p>\n<p>\u5934\u90e8\u5c97\u4f4d\u7684\u5929\u4ef7\u85aa\u8d44\u662f\u771f\u5b9e\u7684&#xff0c;\u4f46\u4e0d\u662f\u5e38\u6001\u30022026\u5e74\u5927\u6a21\u578b\u5c97\u4f4d\u7684\u85aa\u8d44\u5206\u5c42\u975e\u5e38\u6e05\u6670&#xff1a;<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070944-6a8fe2b85955d.jpg\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u4e00\u7ebf\u57ce\u5e02&#xff0c;\u96f6\u57fa\u7840\u8f6c\u884c\/\u5e94\u5c4a\u751f\u505a\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1&#xff0c;\u4e3b\u6d41\u6708\u85aa14K-23K&#xff0c;\u4f18\u8d28\u4f01\u4e1a\u80fd\u523025K\u30021-3\u5e74\u7ecf\u9a8c&#xff0c;25K-40K\u30023-5\u5e74\u8d44\u6df1&#xff0c;40K-70K\u3002\u8fd9\u662f\u5e02\u573a\u7684\u4e3b\u6d41\u533a\u95f4&#xff0c;\u4e0d\u662f128\u4e07&#xff0c;\u4f46\u5df2\u7ecf\u8fdc\u8d85\u4f20\u7edfIT\u540c\u7ea7\u522b\u5c97\u4f4d30%-50%\u3002<\/p>\n<p>\u65b0\u4e00\u7ebf\u57ce\u5e02&#xff08;\u676d\u5dde\u3001\u6210\u90fd\u3001\u6b66\u6c49&#xff09;&#xff0c;\u5e94\u5c4a\u751f8K-15K&#xff0c;1-3\u5e7418K-30K\u3002\u4e8c\u4e09\u7ebf\u57ce\u5e02\u4ee5\u653f\u4f01\u548c\u4f20\u7edf\u4f01\u4e1a\u6570\u5b57\u5316\u5c97\u4e3a\u4e3b&#xff0c;\u6708\u85aa6K-12K\u3002<\/p>\n<p>\u771f\u6b63\u62ff\u5230\u767e\u4e07\u5e74\u85aa\u7684&#xff0c;\u662f\u6838\u5fc3\u7b97\u6cd5\u5c97\u548c\u5927\u6a21\u578b\u67b6\u6784\u4e13\u5bb6&#xff0c;\u8fd9\u4e2a\u7fa4\u4f53\u8981\u6c42\u7855\u58eb\u4ee5\u4e0a\u5b66\u5386\u3001\u9876\u4f1a\u8bba\u6587\u3001\u5206\u5e03\u5f0f\u8bad\u7ec3\u7ecf\u9a8c\u3002\u666e\u901a\u4eba\u591f\u4e0d\u7740&#xff0c;\u4e5f\u4e0d\u5e94\u8be5\u628a\u76ee\u6807\u5b9a\u5728\u8fd9\u91cc\u3002<\/p>\n<p>\u56db\u3001\u8c01\u8be5\u5165\u5c40&#xff0c;\u8c01\u8be5\u51b7\u9759<\/p>\n<p>\u5148\u8bf4\u8c01\u8be5\u51b7\u9759\u3002\u5982\u679c\u4f60\u6570\u5b66\u57fa\u7840\u8584\u5f31&#xff0c;\u522b\u786c\u51b2\u7b97\u6cd5\u5c97\u2014\u201446.98%\u7684AI\u6838\u5fc3\u7b97\u6cd5\u5c97\u8981\u6c42\u7855\u58eb\u53ca\u4ee5\u4e0a&#xff0c;\u672c\u79d1\u6c42\u804c\u8005\u9700\u8981\u6781\u5f3a\u7684\u9879\u76ee\u7ecf\u9a8c\u624d\u80fd\u7ade\u4e89\u3002\u8fd9\u6761\u8def\u7684\u7b5b\u9009\u4ece\u5b66\u5386\u5c31\u5f00\u59cb\u4e86\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070944-6a8fe2b8a1ffd.jpg\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u5982\u679c\u4f60\u662f\u540e\u7aef\u5f00\u53d1\u8005\u3001\u6709\u7f16\u7a0b\u57fa\u7840\u7684\u4ea7\u54c1\u7ecf\u7406\u3001\u6216\u8005\u5728\u4f20\u7edfIT\u884c\u4e1a\u505a\u4e863\u5e74\u4ee5\u4e0a\u2014\u2014\u606d\u559c&#xff0c;\u8fd9\u6ce2\u8ddf\u4f60\u5173\u7cfb\u6700\u5927\u3002\u4f60\u8fc7\u53bb\u79ef\u7d2f\u7684\u5de5\u7a0b\u80fd\u529b\u3001\u7cfb\u7edf\u8bbe\u8ba1\u80fd\u529b\u3001\u4e1a\u52a1\u7406\u89e3\u80fd\u529b&#xff0c;\u5728\u5e94\u7528\u5f00\u53d1\u8d5b\u9053\u91cc\u4e0d\u662f\u5305\u88b1&#xff0c;\u662f\u52a0\u5206\u9879\u3002<\/p>\n<p>\u5982\u679c\u4f60\u5b8c\u5168\u96f6\u57fa\u7840\u3001\u975e\u6280\u672f\u80cc\u666f&#xff0c;RAG\u662f\u6700\u53cb\u597d\u7684\u5207\u5165\u70b9\u3002\u4e0d\u9700\u8981\u9ad8\u6df1\u6570\u5b66&#xff0c;\u91cd\u70b9\u5728\u5de5\u7a0b\u5b9e\u73b0\u548c\u4e1a\u52a1\u7406\u89e3\u3002\u6839\u636e\u591a\u5bb6\u57f9\u8bad\u673a\u6784\u7684\u6570\u636e&#xff0c;\u8131\u4ea7\u5b66\u4e604-6\u4e2a\u6708\u53ef\u4ee5\u638c\u63e1\u521d\u7ea7\u5c97\u4f4d\u6240\u9700\u6280\u80fd&#xff0c;\u975e\u79d1\u73ed\u5b66\u5458\u5360\u6bd4\u8d85\u8fc770%\u3002<\/p>\n<p>\u4e94\u3001\u4e00\u4e2a\u88ab\u5ffd\u7565\u7684\u4fe1\u53f7<\/p>\n<p>\u5927\u5382\u5728\u62a2\u4eba&#xff0c;\u8fd9\u4e0d\u65b0\u9c9c\u3002\u4f46\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u4fe1\u53f7\u662f&#xff1a;\u4e8c\u4e09\u7ebf\u57ce\u5e02\u5f00\u59cb\u6279\u91cf\u51fa\u73b0\u5927\u6a21\u578b\u5e94\u7528\u5c97\u3002\u6c55\u5934\u7684\u667a\u80fd\u4f53\u5f00\u53d1\u5de5\u7a0b\u5e08\u3001\u5e7f\u5dde\u7684AI\u67b6\u6784\u5e08\u3001\u5404\u5730\u653f\u4f01\u7684\u6570\u5b57\u5316\u5c97\u4f4d\u2014\u2014\u8fd9\u610f\u5473\u7740\u5e02\u573a\u6b63\u5728\u4ece\u4e00\u7ebf\u5411\u5168\u56fd\u6269\u6563\u3002<\/p>\n<p>\u6269\u6563\u610f\u5473\u7740\u4ec0\u4e48&#xff1f;\u610f\u5473\u7740\u7b2c\u4e00\u6ce2\u7ea2\u5229\u5728\u4e00\u7ebf&#xff0c;\u4f46\u7b2c\u4e8c\u6ce2\u7ea2\u5229\u5728\u4e0b\u6c89\u5e02\u573a\u3002\u73b0\u5728\u5165\u5c40&#xff0c;\u4e0d\u4e00\u5b9a\u975e\u5f97\u53bb\u5317\u4eac\u5377\u5927\u5382\u3002\u4f60\u6240\u5728\u57ce\u5e02\u7684\u653f\u52a1\u6570\u5b57\u5316\u3001\u533b\u7597\u4fe1\u606f\u5316\u3001\u91d1\u878d\u672c\u5730\u5316&#xff0c;\u90fd\u5728\u4ea7\u751f\u5927\u6a21\u578b\u5e94\u7528\u7684\u9700\u6c42\u3002<\/p>\n<p>\u5de5\u4fe1\u90e8\u6570\u636e&#xff1a;\u56fd\u5185AI\u6574\u4f53\u4eba\u624d\u7f3a\u53e3\u5df2\u7a81\u7834500\u4e07&#xff0c;\u5176\u4e2d\u5177\u5907\u5b9e\u6218\u80fd\u529b\u7684\u5927\u6a21\u578b\u5e94\u7528\u578b\u4eba\u624d\u6700\u4e3a\u7d27\u7f3a\u3002\u7f3a\u53e3\u4e0d\u5728\u7b97\u6cd5\u5c42&#xff0c;\u5728\u5e94\u7528\u5c42\u3002<\/p>\n<p>\u6700\u540e<\/p>\n<p>128\u4e07\u7684\u5e74\u85aa\u6807\u9898\u786e\u5b9e\u70b8\u773c&#xff0c;\u4f46\u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u662f&#xff1a;\u5927\u6a21\u578b\u6b63\u5728\u521b\u9020\u4e00\u4e2a\u5168\u65b0\u7684\u5e94\u7528\u5f00\u53d1\u8d5b\u9053&#xff0c;\u8fd9\u4e2a\u8d5b\u9053\u5bf9\u4f20\u7edfIT\u4ece\u4e1a\u8005\u5f00\u653e&#xff0c;\u5bf9\u975e\u79d1\u73ed\u8f6c\u884c\u8005\u76f8\u5bf9\u53cb\u597d&#xff0c;\u800c\u4e14\u9700\u6c42\u6b63\u5728\u4ece\u4e00\u7ebf\u57ce\u5e02\u5411\u5168\u56fd\u6269\u6563\u3002<\/p>\n<p>RAG\u3001Agent\u3001Fine-tuning\u4e09\u6761\u8d5b\u9053\u5404\u6709\u7279\u70b9&#xff1a;RAG\u6700\u521a\u9700\u3001Agent\u6700\u6709\u60f3\u8c61\u529b\u3001Fine-tuning\u6700\u7a33\u5b9a\u3002\u9009\u54ea\u6761&#xff0c;\u53d6\u51b3\u4e8e\u4f60\u7684\u57fa\u7840\u3001\u4f60\u7684\u57ce\u5e02\u3001\u4ee5\u53ca\u4f60\u613f\u610f\u6295\u5165\u7684\u65f6\u95f4\u3002<\/p>\n<p>\u98ce\u53e3\u662f\u771f\u7684\u3002\u4f46\u98ce\u53e3\u91cc\u98de\u8d77\u6765\u7684&#xff0c;\u6c38\u8fdc\u662f\u90a3\u4e9b\u60f3\u6e05\u695a\u4e86\u81ea\u5df1\u8981\u4ec0\u4e48\u7684\u4eba\u3002<\/p>\n<h4>\u5982\u4f55\u5b66\u4e60\u5927\u6a21\u578b AI &#xff1f;<\/h4>\n<p>\u7531\u4e8e\u65b0\u5c97\u4f4d\u7684\u751f\u4ea7\u6548\u7387&#xff0c;\u8981\u4f18\u4e8e\u88ab\u53d6\u4ee3\u5c97\u4f4d\u7684\u751f\u4ea7\u6548\u7387&#xff0c;\u6240\u4ee5\u5b9e\u9645\u4e0a\u6574\u4e2a\u793e\u4f1a\u7684\u751f\u4ea7\u6548\u7387\u662f\u63d0\u5347\u7684\u3002<\/p>\n<p>\u4f46\u662f\u5177\u4f53\u5230\u4e2a\u4eba&#xff0c;\u53ea\u80fd\u8bf4\u662f&#xff1a;<\/p>\n<p>\u201c\u6700\u5148\u638c\u63e1AI\u7684\u4eba&#xff0c;\u5c06\u4f1a\u6bd4\u8f83\u665a\u638c\u63e1AI\u7684\u4eba\u6709\u7ade\u4e89\u4f18\u52bf\u201d\u3002<\/p>\n<p>\u8fd9\u53e5\u8bdd&#xff0c;\u653e\u5728\u8ba1\u7b97\u673a\u3001\u4e92\u8054\u7f51\u3001\u79fb\u52a8\u4e92\u8054\u7f51\u7684\u5f00\u5c40\u65f6\u671f&#xff0c;\u90fd\u662f\u4e00\u6837\u7684\u9053\u7406\u3002<\/p>\n<p>\u6211\u5728\u4e00\u7ebf\u79d1\u6280\u4f01\u4e1a\u6df1\u8015\u5341\u4e8c\u8f7d&#xff0c;\u89c1\u8bc1\u8fc7\u592a\u591a\u56e0\u6280\u672f\u5361\u4f4d\u800c\u8dc3\u8fc1\u7684\u6848\u4f8b\u3002\u90a3\u4e9b\u7387\u5148\u62e5\u62b1 AI \u7684\u540c\u4e8b&#xff0c;\u65e9\u5df2\u5728\u6548\u7387\u4e0e\u85aa\u8d44\u4e0a\u5f62\u6210\u4ee3\u9645\u4f18\u52bf&#xff0c;\u6211\u610f\u8bc6\u5230\u6709\u5f88\u591a\u7ecf\u9a8c\u548c\u77e5\u8bc6\u503c\u5f97\u5206\u4eab\u7ed9\u5927\u5bb6&#xff0c;\u4e5f\u53ef\u4ee5\u901a\u8fc7\u6211\u4eec\u7684\u80fd\u529b\u548c\u7ecf\u9a8c\u89e3\u7b54\u5927\u5bb6\u5728\u5927\u6a21\u578b\u7684\u5b66\u4e60\u4e2d\u7684\u5f88\u591a\u56f0\u60d1\u3002\u6211\u4eec\u6574\u7406\u51fa\u8fd9\u5957 AI \u5927\u6a21\u578b\u7a81\u56f4\u8d44\u6599\u5305&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u4ece\u96f6\u5230\u4e00\u7684 AI \u5b66\u4e60\u8def\u5f84\u56fe<\/li>\n<li>\u2705 \u5927\u6a21\u578b\u8c03\u4f18\u5b9e\u6218\u624b\u518c&#xff08;\u9644\u533b\u7597\/\u91d1\u878d\u7b49\u5927\u5382\u771f\u5b9e\u6848\u4f8b&#xff09;<\/li>\n<li>\u2705 \u767e\u5ea6\/\u963f\u91cc\u4e13\u5bb6\u95ed\u95e8\u5f55\u64ad\u8bfe<\/li>\n<li>\u2705 \u5927\u6a21\u578b\u5f53\u4e0b\u6700\u65b0\u884c\u4e1a\u62a5\u544a<\/li>\n<li>\u2705 \u771f\u5b9e\u5927\u5382\u9762\u8bd5\u771f\u9898<\/li>\n<li>\u2705 2026 \u6700\u65b0\u5c97\u4f4d\u9700\u6c42\u56fe\u8c31<\/li>\n<\/ul>\n<p>\u6240\u6709\u8d44\u6599 \u26a1\ufe0f &#xff0c;\u670b\u53cb\u4eec\u5982\u679c\u6709\u9700\u8981 \u300aAI\u5927\u6a21\u578b\u5165\u95e8&#043;\u8fdb\u9636\u5b66\u4e60\u8d44\u6e90\u5305\u300b&#xff0c;\u4e0b\u65b9\u626b\u7801\u83b7\u53d6~<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070944-6a8fe2b8ea7fc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u2460 \u5168\u5957AI\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u89c6\u9891\u6559\u7a0b<\/h3>\n<p>&#xff08;\u5305\u542b\u63d0\u793a\u5de5\u7a0b\u3001RAG\u3001LangChain\u3001Agent\u3001\u6a21\u578b\u5fae\u8c03\u4e0e\u90e8\u7f72\u3001DeepSeek\u7b49\u6280\u672f\u70b9&#xff09;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070946-6a8fe2ba5f6d2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u2461 \u5927\u6a21\u578b\u7cfb\u7edf\u5316\u5b66\u4e60\u8def\u7ebf<\/h3>\n<p>\u4f5c\u4e3a\u5b66\u4e60AI\u5927\u6a21\u578b\u6280\u672f\u7684\u65b0\u624b&#xff0c;\u65b9\u5411\u81f3\u5173\u91cd\u8981\u3002 \u6b63\u786e\u7684\u5b66\u4e60\u8def\u7ebf\u53ef\u4ee5\u4e3a\u4f60\u8282\u7701\u65f6\u95f4&#xff0c;\u5c11\u8d70\u5f2f\u8def&#xff1b;\u65b9\u5411\u4e0d\u5bf9&#xff0c;\u52aa\u529b\u767d\u8d39\u3002\u8fd9\u91cc\u6211\u7ed9\u5927\u5bb6\u51c6\u5907\u4e86\u4e00\u4efd\u6700\u79d1\u5b66\u6700\u7cfb\u7edf\u7684\u5b66\u4e60\u6210\u957f\u8def\u7ebf\u56fe\u548c\u5b66\u4e60\u89c4\u5212&#xff0c;\u5e26\u4f60\u4ece\u96f6\u57fa\u7840\u5165\u95e8\u5230\u7cbe\u901a&#xff01;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070947-6a8fe2bb806cd.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u2462 \u5927\u6a21\u578b\u5b66\u4e60\u4e66\u7c4d&amp;\u6587\u6863<\/h3>\n<p>\u5b66\u4e60AI\u5927\u6a21\u578b\u79bb\u4e0d\u5f00\u4e66\u7c4d\u6587\u6863&#xff0c;\u6211\u7cbe\u9009\u4e86\u4e00\u7cfb\u5217\u5927\u6a21\u578b\u6280\u672f\u7684\u4e66\u7c4d\u548c\u5b66\u4e60\u6587\u6863&#xff08;\u7535\u5b50\u7248&#xff09;&#xff0c;\u5b83\u4eec\u7531\u9886\u57df\u5185\u7684\u9876\u5c16\u4e13\u5bb6\u64b0\u5199&#xff0c;\u5185\u5bb9\u5168\u9762\u3001\u6df1\u5165\u3001\u8be6\u5c3d&#xff0c;\u4e3a\u4f60\u5b66\u4e60\u5927\u6a21\u578b\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070948-6a8fe2bc33155.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u2463 AI\u5927\u6a21\u578b\u6700\u65b0\u884c\u4e1a\u62a5\u544a<\/h3>\n<p>2025\u6700\u65b0\u884c\u4e1a\u62a5\u544a&#xff0c;\u9488\u5bf9\u4e0d\u540c\u884c\u4e1a\u7684\u73b0\u72b6\u3001\u8d8b\u52bf\u3001\u95ee\u9898\u3001\u673a\u4f1a\u7b49\u8fdb\u884c\u7cfb\u7edf\u5730\u8c03\u7814\u548c\u8bc4\u4f30&#xff0c;\u4ee5\u4e86\u89e3\u54ea\u4e9b\u884c\u4e1a\u66f4\u9002\u5408\u5f15\u5165\u5927\u6a21\u578b\u7684\u6280\u672f\u548c\u5e94\u7528&#xff0c;\u4ee5\u53ca\u5728\u54ea\u4e9b\u65b9\u9762\u53ef\u4ee5\u53d1\u6325\u5927\u6a21\u578b\u7684\u4f18\u52bf\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070949-6a8fe2bd5cf71.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u2464 \u5927\u6a21\u578b\u9879\u76ee\u5b9e\u6218&amp;\u914d\u5957\u6e90\u7801<\/h3>\n<p>\u5b66\u4ee5\u81f4\u7528&#xff0c;\u5728\u9879\u76ee\u5b9e\u6218\u4e2d\u68c0\u9a8c\u548c\u5de9\u56fa\u4f60\u6240\u5b66\u5230\u7684\u77e5\u8bc6&#xff0c;\u540c\u65f6\u4e3a\u4f60\u627e\u5de5\u4f5c\u5c31\u4e1a\u548c\u804c\u4e1a\u53d1\u5c55\u6253\u4e0b\u575a\u5b9e\u7684\u57fa\u7840\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070950-6a8fe2bea4596.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u2465 \u5927\u6a21\u578b\u5927\u5382\u9762\u8bd5\u771f\u9898<\/h3>\n<p>\u9762\u8bd5\u4e0d\u4ec5\u662f\u6280\u672f\u7684\u8f83\u91cf&#xff0c;\u66f4\u9700\u8981\u5145\u5206\u7684\u51c6\u5907\u3002\u5728\u4f60\u5df2\u7ecf\u638c\u63e1\u4e86\u5927\u6a21\u578b\u6280\u672f\u4e4b\u540e&#xff0c;\u5c31\u9700\u8981\u5f00\u59cb\u51c6\u5907\u9762\u8bd5&#xff0c;\u6211\u7cbe\u5fc3\u6574\u7406\u4e86\u4e00\u4efd\u5927\u6a21\u578b\u9762\u8bd5\u9898\u5e93&#xff0c;\u6db5\u76d6\u5f53\u524d\u9762\u8bd5\u4e2d\u53ef\u80fd\u9047\u5230\u7684\u5404\u79cd\u6280\u672f\u95ee\u9898&#xff0c;\u8ba9\u4f60\u5728\u9762\u8bd5\u4e2d\u6e38\u5203\u6709\u4f59\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070951-6a8fe2bfc120b.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<h3>\u4ee5\u4e0a\u8d44\u6599\u5982\u4f55\u9886\u53d6&#xff1f;<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070952-6a8fe2c044dc7.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e3a\u4ec0\u4e48\u5927\u5bb6\u90fd\u5728\u5b66\u5927\u6a21\u578b&#xff1f;<\/h3>\n<p>\u6700\u8fd1\u79d1\u6280\u5de8\u5934\u82f1\u7279\u5c14\u5ba3\u5e03\u88c1\u54582\u4e07\u4eba&#xff0c;\u4f20\u7edf\u5c97\u4f4d\u4e0d\u65ad\u7f29\u51cf&#xff0c;\u4f46AI\u76f8\u5173\u6280\u672f\u5c97\u75af\u72c2\u6269\u62db&#xff0c;\u67093-5\u5e74\u7ecf\u9a8c&#xff0c;\u5927\u5382\u85aa\u8d44\u5c31\u80fd\u7ed9\u523050K*20\u85aa&#xff01;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070953-6a8fe2c1add5d.gif\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u4e0d\u51fa1\u5e74&#xff0c;\u201c\u6709AI\u9879\u76ee\u7ecf\u9a8c\u201d\u5c06\u6210\u4e3a\u6295\u9012\u7b80\u5386\u7684\u95e8\u69db\u3002<\/p>\n<p>\u98ce\u53e3\u4e4b\u4e0b&#xff0c;\u4e0e\u5176\u50cf\u201c\u6e29\u6c34\u716e\u9752\u86d9\u201d\u4e00\u6837\u5750\u7b49\u88ab\u884c\u4e1a\u6dd8\u6c70&#xff0c;\u4e0d\u5982\u5148\u4eba\u4e00\u6b65&#xff0c;\u638c\u63e1AI\u5927\u6a21\u578b\u539f\u7406&#043;\u5e94\u7528\u6280\u672f&#043;\u9879\u76ee\u5b9e\u64cd\u7ecf\u9a8c&#xff0c;\u201c\u987a\u98ce\u201d\u7ffb\u76d8&#xff01;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070954-6a8fe2c20b914.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070954-6a8fe2c23c68c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u8fd9\u4e9b\u8d44\u6599\u771f\u7684\u6709\u7528\u5417&#xff1f;<\/h3>\n<p>\u8fd9\u4efd\u8d44\u6599\u7531\u6211\u548c\u9c81\u4e3a\u6c11\u535a\u58eb(\u5317\u4eac\u6e05\u534e\u5927\u5b66\u5b66\u58eb\u548c\u7f8e\u56fd\u52a0\u5dde\u7406\u5de5\u5b66\u9662\u535a\u58eb)\u5171\u540c\u6574\u7406&#xff0c;\u73b0\u4efb\u4e0a\u6d77\u6bb7\u6cca\u4fe1\u606f\u79d1\u6280CEO&#xff0c;\u5176\u521b\u7acb\u7684MoPaaS\u4e91\u5e73\u53f0\u83b7Forrester\u5168\u7403\u2019\u5f3a\u52b2\u8868\u73b0\u8005\u2019\u8ba4\u8bc1&#xff0c;\u670d\u52a1\u822a\u5929\u79d1\u5de5\u3001\u56fd\u5bb6\u7535\u7f51\u7b491000&#043;\u4f01\u4e1a&#xff0c;\u4ee5\u7b2c\u4e00\u4f5c\u8005\u5728IEEE Transactions\u53d1\u8868\u8bba\u658750&#043;\u7bc7&#xff0c;\u83b7NASA JPL\u706b\u661f\u63a2\u6d4b\u7cfb\u7edf\u5f3a\u5316\u5b66\u4e60\u4e13\u5229\u7b4935\u9879\u4e2d\u7f8e\u4e13\u5229\u3002\u672c\u5957AI\u5927\u6a21\u578b\u8bfe\u7a0b\u7531\u6e05\u534e\u5927\u5b66-\u52a0\u5dde\u7406\u5de5\u53cc\u6599\u535a\u58eb\u3001\u5434\u6587\u4fca\u4eba\u5de5\u667a\u80fd\u5956\u5f97\u4e3b\u9c81\u4e3a\u6c11\u6559\u6388\u9886\u8854\u7814\u53d1\u3002<\/p>\n<p>\u8d44\u6599\u5185\u5bb9\u6db5\u76d6\u4e86\u4ece\u5165\u95e8\u5230\u8fdb\u9636\u7684\u5404\u7c7b\u89c6\u9891\u6559\u7a0b\u548c\u5b9e\u6218\u9879\u76ee&#xff0c;\u65e0\u8bba\u4f60\u662f\u5c0f\u767d\u8fd8\u662f\u6709\u4e9b\u6280\u672f\u57fa\u7840\u7684\u6280\u672f\u4eba\u5458&#xff0c;\u8fd9\u4efd\u8d44\u6599\u90fd\u7edd\u5bf9\u80fd\u5e2e\u52a9\u4f60\u63d0\u5347\u85aa\u8d44\u5f85\u9047&#xff0c;\u8f6c\u884c\u5927\u6a21\u578b\u5c97\u4f4d\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260827070954-6a8fe2c26a9a0.png\" 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