{"id":18582,"date":"2024-02-21T11:51:59","date_gmt":"2024-02-21T03:51:59","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=18582"},"modified":"2024-02-21T11:51:59","modified_gmt":"2024-02-21T03:51:59","slug":"%e4%bc%81%e4%b8%9a%e6%95%b0%e6%8d%ae%e5%9c%a8%e7%94%9f%e6%88%90%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%ad%e7%9a%84%e5%85%b3%e9%94%ae%e4%bd%9c%e7%94%a8","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/02\/21\/18582\/","title":{"rendered":"\u4f01\u4e1a\u6570\u636e\u5728\u751f\u6210\u4eba\u5de5\u667a\u80fd\u4e2d\u7684\u5173\u952e\u4f5c\u7528"},"content":{"rendered":"
\u673a\u5668\u5b66\u4e60\u662f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u6838\u5fc3\u3002\u4f01\u4e1a\u6280\u672f\u5806\u6808\u4e2d\u7684\u4f20\u7edf\u5de5\u5177\uff08\u4f8b\u5982ERP\u3001\u6570\u636e\u4ed3\u5e93\u3001\u7535\u5b50\u5546\u52a1\u548c\u5185\u5bb9\/\u77e5\u8bc6\u7ba1\u7406\uff09\u8d8a\u6765\u8d8a\u591a\u5730\u5c06\u673a\u5668\u5b66\u4e60\u7eb3\u5165\u6838\u5fc3\u529f\u80fd\u3002<\/div>\n
\n
\n

\u5927\u91cf\u57fa\u4e8eGenAI\u7684\u5de5\u5177\u548c\u5e94\u7528\u6d8c\u5165\u5e02\u573a\u3002\u5176\u4e2d\u4e00\u4e9b\u5e94\u7528\u975e\u5e38\u806a\u660e\u4e14\u5bcc\u6709\u521b\u610f\uff0c\u4f46\u5b83\u4eec\u5927\u591a\u662fChatGPT\u7b49\u5e94\u7528\u80cc\u540e\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLM)\u7684\u5305\u88c5\u5668\u3002\u8fd9\u5e76\u4e0d\u662f\u8981\u8d2c\u4f4eLLM\u7684\u8bed\u8a00\u3001\u6982\u5ff5\u548c\u5355\u8bcd\u5173\u7cfb\u77e5\u8bc6\u53ef\u4ee5\u63d0\u4f9b\u65b0\u7684\u6548\u7387\u548c\u751f\u4ea7\u529b\u7684\u6570\u5343\u79cd\u6f5c\u5728\u573a\u666f\u3002<\/p>\n

\u4f46LLM\u548cChatGPT\u65e0\u6cd5\u89e3\u51b3\u7ec4\u7ec7\u7684\u6240\u6709\u4fe1\u606f\u95ee\u9898\u3002\u673a\u5668\u5b66\u4e60\u662f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u6838\u5fc3\u3002\u4f01\u4e1a\u6280\u672f\u5806\u6808\u4e2d\u7684\u4f20\u7edf\u5de5\u5177(\u4f8b\u5982ERP\u3001\u6570\u636e\u4ed3\u5e93\u3001\u7535\u5b50\u5546\u52a1\u548c\u5185\u5bb9\/\u77e5\u8bc6\u7ba1\u7406)\u8d8a\u6765\u8d8a\u591a\u5730\u5c06\u673a\u5668\u5b66\u4e60\u7eb3\u5165\u6838\u5fc3\u529f\u80fd\u3002<\/p>\n

<\/p>\n

\u68c0\u7d22\u589e\u5f3a\u751f\u6210(RAG)<\/h3>\n

\u68c0\u7d22\u589e\u5f3a\u751f\u6210(RAG)\u514b\u670d\u4e86\u8fd9\u4e9b\u9650\u5236\u3002\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u7528\u4f01\u4e1a\u7684\u6570\u636e\u4f5c\u4e3a\u4e8b\u5b9e\u6765\u6e90\u3002\u5b83\u4e0d\u4f9d\u8d56\u4e8eLLM\u5bf9\u4e16\u754c\u7684\u4e86\u89e3\uff0c\u800c\u662f\u89e3\u91ca\u7528\u6237\u7684\u67e5\u8be2\uff0c\u901a\u8fc7\u591a\u79cd\u673a\u5236\u4e4b\u4e00\u68c0\u7d22\u4fe1\u606f\uff0c\u5e76\u4f7f\u7b54\u6848\u6613\u4e8e\u4eba\u7c7b\u7406\u89e3\u548c\u5bf9\u8bdd\u3002\u4f46\u5b83\u9700\u8981\u7ec4\u7ec7\u7684\u4fe1\u606f\u4f5c\u4e3a\u53c2\u8003\u70b9\u2014\u2014\u4f01\u4e1a\u771f\u76f8\u7684\u6765\u6e90\uff0c\u8fd9\u662f\u7ade\u4e89\u5dee\u5f02\u5316\u7684\u6e90\u6cc9\u3002<\/p>\n

\u8fd9\u4e9b\u4fe1\u606f\u662f\u4ec0\u4e48\u6837\u7684?\u5b83\u4ece\u5ba2\u6237\u3001\u4ea4\u6613\u548c\u4ea7\u54c1\u6570\u636e\u548c\u5185\u5bb9\u4ee5\u53ca\u76ee\u6807\u5e02\u573a\u7279\u6709\u7684\u77e5\u8bc6\u548c\u4e13\u4e1a\u77e5\u8bc6\u4ee5\u53ca\u4f01\u4e1a\u7684\u6838\u5fc3\u80fd\u529b\u5f00\u59cb\u3002\u60a8\u5982\u4f55\u89e3\u51b3\u5ba2\u6237\u9047\u5230\u7684\u95ee\u9898?\u60a8\u5982\u4f55\u901a\u8fc7\u4ea7\u54c1\u548c\u670d\u52a1\u5438\u5f15\u76ee\u6807\u5ba2\u6237?\u60a8\u7684\u4f9b\u5e94\u5546\u5173\u7cfb\u548c\u4f9b\u5e94\u94fe\u7406\u89e3\u5982\u4f55\u5e2e\u52a9\u60a8\u51fb\u8d25\u7ade\u4e89\u5bf9\u624b?<\/p>\n

\u8fd9\u4e9b\u90fd\u662f\u7ade\u4e89\u5dee\u5f02\u5316\u7684\u6765\u6e90\u3002\u6bcf\u4e00\u9879\u90fd\u901a\u8fc7\u4e86\u89e3\u4ece\u4f9b\u5e94\u5546\u5230\u5236\u9020\u548c\u5206\u9500\u5230\u6700\u7ec8\u5ba2\u6237\u7684\u6570\u636e\u3001\u77e5\u8bc6\u548c\u5185\u5bb9\u6d41\u6765\u7ba1\u7406\uff0c\u5305\u62ec\u4e86\u89e3\u63a5\u89e6\u4ed6\u4eec\u7684\u6700\u4f73\u65b9\u5f0f\u4ee5\u53ca\u4f7f\u7528\u54ea\u4e9b\u8425\u9500\u5185\u5bb9\u3002<\/p>\n

GenAI\u4f3c\u4e4e\u53ef\u4ee5\u4e3a\u521b\u5efa\u8425\u9500\u5185\u5bb9\u63d0\u4f9b\u5f88\u5927\u5e2e\u52a9\u3002\u4f46\u4f60\u4eec\u7684GenAI\u8425\u9500\u5185\u5bb9\u4e0e\u5176\u4ed6\u4eba\u6709\u4f55\u4e0d\u540c?\u66f4\u597d\u7684\u63d0\u793a?\u66f4\u591a\u521b\u610f\u95ee\u9898?\u4e0a\u4e0b\u6587\u4fe1\u606f?\u4ecd\u7136\u9700\u8981\u6709\u4eba\u6027\u548c\u521b\u9020\u6027\u7684\u5143\u7d20\u3002\u673a\u5668\u53ef\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\uff0c\u4f46\u4ecd\u7136\u9700\u8981\u4eba\u7c7b\u6765\u8fde\u63a5\u3002\u6211\u4eec\u4e0d\u80fd\u5c06\u4eba\u7c7b\u7684\u80fd\u529b\u5916\u5305\u7ed9\u673a\u5668\u3002<\/p>\n

\u867d\u7136\u673a\u5668\u5b66\u4e60\u548c\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u53ef\u4ee5\u4f7f\u4eba\u7c7b\u7684\u8bb8\u591a\u65e5\u5e38\u6d3b\u52a8\u548c\u6b7b\u8bb0\u786c\u80cc\u7684\u6d3b\u52a8\u81ea\u52a8\u5316\uff0c\u4f46\u4ecd\u7136\u9700\u8981\u586b\u5199\u8ba2\u5355\u548c\u5728\u76ee\u5f55\u4e2d\u7ec4\u7ec7\u4ea7\u54c1\u3002\u7528\u6237\u9700\u8981\u641c\u7d22\u611f\u5174\u8da3\u7684\u4ea7\u54c1\u3002\u4ed6\u4eec\u9700\u8981\u4e86\u89e3\u3001\u9009\u62e9\u3001\u8d2d\u4e70\u3001\u4f7f\u7528\u548c\u7ef4\u62a4\u60a8\u7ec4\u7ec7\u7684\u4ea7\u54c1\u6216\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

\u8fd9\u4e9b\u529f\u80fd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u90fd\u9700\u8981\u4e00\u4e2a\u6570\u636e\u5b58\u50a8\u5e93\uff0c\u800c\u6570\u636e\u9700\u8981\u4e00\u5b9a\u7684\u7ed3\u6784\u3002\u4f01\u4e1a\u4e2d\u6570\u636e\u7684\u6838\u5fc3\u7ed3\u6784\u88ab\u79f0\u4e3a\u4e3b\u6570\u636e\u3002\u4e3b\u6570\u636e\u6709\u591a\u79cd\u7c7b\u578b\u2014\u2014\u5ba2\u6237\u4ea7\u54c1\u3001\u8d22\u52a1\u3001\u4ea4\u6613\u548c\u5185\u5bb9\u3002\u5e02\u573a\u4e0a\u6709\u8bb8\u591a\u4e0d\u540c\u7684\u5de5\u5177\u6765\u89e3\u51b3\u8be5\u9886\u57df\u7684\u7279\u5b9a\u7528\u4f8b\u3002<\/p>\n

\u4e3b\u6570\u636e\u5ffd\u7565\u4e86\u7ec6\u5fae\u5dee\u522b<\/h3>\n

\u4f46\u4ec5\u9760\u4e3b\u6570\u636e\u5c31\u5ffd\u7565\u4e86\u6570\u636e\u7684\u8bb8\u591a\u7ec6\u5fae\u5dee\u522b\u548c\u4ef7\u503c\u3002\u901a\u8fc7\u4e86\u89e3\u4e00\u6761\u4fe1\u606f\u5982\u4f55\u4e0e\u53e6\u4e00\u6761\u4fe1\u606f\u76f8\u5173\uff0c\u53ef\u4ee5\u5f97\u51fa\u5e76\u5e94\u7528\u771f\u6b63\u7684\u89c1\u89e3\u3002\u5ba2\u6237\u8eab\u4efd\u56fe\u662f\u4e00\u79cd\u6570\u636e\u8868\u793a\u5f62\u5f0f\uff0c\u5b83\u8bf4\u660e\u4e86\u5404\u79cd\u5c5e\u6027(\u4f8b\u5982\u5ba2\u6237\u7c7b\u578b\u3001\u5174\u8da3\u3001\u8fc7\u53bb\u7684\u8d2d\u4e70\u60c5\u51b5\u3001\u8d2d\u4e70\u610f\u56fe\u7b49)\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u5ba2\u6237\u8eab\u4efd\u56fe\u53ef\u4ee5\u5e2e\u52a9\u7535\u5b50\u5546\u52a1\u5e94\u7528\u5411\u8be5\u5ba2\u6237\u5c55\u793a\u6700\u76f8\u5173\u7684\u4ea7\u54c1\u3002\u8fd9\u6765\u81ea\u4e8e\u6574\u4e2a\u5ba2\u6237\u65c5\u7a0b\u4e2d\u6bcf\u4e2a\u63a5\u89e6\u70b9\u7684\u6570\u636e\u8017\u5c3d\u65f6\u6355\u83b7\u7684\u5ba2\u6237\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n

\u63a5\u89e6\u70b9\u7559\u4e0b\u6570\u636e\u75d5\u8ff9<\/h3>\n

\u6bcf\u4e2a\u5ba2\u6237\u63a5\u89e6\u70b9\u90fd\u7531\u5404\u79cd\u5ba2\u6237\u4f53\u9a8c\u6280\u672f\u652f\u6301\uff0c\u5e76\u4e14\u6bcf\u4e2a\u63a5\u89e6\u70b9\u90fd\u5728\u6570\u636e\u6a21\u578b\u4e2d\u6355\u83b7\u5ba2\u6237\u8be6\u7ec6\u4fe1\u606f-\u5ba2\u6237\u63cf\u8ff0\u7b26\uff1a\u4eba\u53e3\u7edf\u8ba1\u3001\u4f01\u4e1a\u7ed3\u6784\u3001\u5e02\u573a\u7ec6\u5206\u3001\u6280\u672f\u7d20\u517b\u3001\u8d2d\u4e70\u7684\u4ea7\u54c1\u4ee5\u53ca\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u3002\u8fd9\u4e9b\u63cf\u8ff0\u7b26\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u88ab\u79f0\u4e3a\u7279\u5f81\uff0c\u5b83\u4eec\u4e5f\u53ef\u4ee5\u88ab\u79f0\u4e3a\u201c\u5c5e\u6027\u201d\uff0c\u63cf\u8ff0\u6f5c\u5728\u5ba2\u6237\u6216\u5ba2\u6237\u7279\u5f81\u7684\u5143\u6570\u636e\u3002\u4ed6\u4eec\u662f\u8c01?\u6211\u4eec\u5bf9\u4ed6\u4eec\u4e86\u89e3\u591a\u5c11?\u4ed6\u4eec\u4e3a\u4ec0\u4e48\u89c4\u6a21\u7684\u7ec4\u7ec7\u5de5\u4f5c?\u4ed6\u4eec\u7684\u89d2\u8272\u6216\u5730\u4f4d\u662f\u4ec0\u4e48?\u4ed6\u4eec\u7684\u5174\u8da3\u662f\u4ec0\u4e48?\u4ed6\u4eec\u7684\u6280\u672f\u719f\u7ec3\u7a0b\u5ea6\u5982\u4f55?\u4ed6\u4eec\u8bd5\u56fe\u5b9e\u73b0\u4ec0\u4e48\u76ee\u6807?\u4ed6\u4eec\u5bf9\u4f01\u4e1a\u7684\u603b\u4f53\u804c\u8d23\u662f\u4ec0\u4e48?<\/p>\n

\u4f7f\u7528RAG\u51cf\u5c11\u5e7b\u89c9<\/h3>\n

RAG\u663e\u7740\u6269\u5c55\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLM)\u5728\u4f01\u4e1a\u73af\u5883\u4e2d\u7684\u8303\u56f4\u3002\u901a\u5e38\uff0c\u867d\u7136LLM\u64c5\u957f\u6587\u672c\u521b\u4f5c\uff0c\u4f46\u4ed6\u4eec\u65e0\u6cd5\u4ece\u4f01\u4e1a\u6570\u636e\u5e93\u4e2d\u63d0\u53d6\u5177\u4f53\u3001\u8be6\u7ec6\u7684\u6570\u636e\u3002RAG\u901a\u8fc7\u68c0\u7d22\u5fc5\u8981\u7684\u4fe1\u606f\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4ee5\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u751f\u6210\u7684\u54cd\u5e94\u65e2\u76f8\u5173\u53c8\u51c6\u786e\u3002<\/p>\n

\u4fe1\u606f\u9884\u5904\u7406\u7c7b\u4f3c\u4e8e\u73b0\u5b9e\u4e16\u754c\u56fe\u4e66\u9986\u4e2d\u7684\u7f16\u76ee\u3002\u8fd9\u5305\u62ec\u5c06\u4fe1\u606f\u7ec4\u7ec7\u6210\u7c7b\u522b\u5e76\u5411\u6bcf\u6761\u4fe1\u606f\u5206\u914d\u5173\u952e\u5b57\u4ee5\u4fbf\u4e8e\u68c0\u7d22\u548c\u8bc6\u522b\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u6709\u52a9\u4e8e\u4f7f\u6570\u636e\u66f4\u5bb9\u6613\u8bbf\u95ee\u3001\u66f4\u5bb9\u6613\u641c\u7d22\u548c\u7406\u89e3\u3002<\/p>\n

\u6784\u5efa\u53c2\u8003\u5e93<\/h3>\n

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