{"id":5901,"date":"2024-09-09T17:50:24","date_gmt":"2024-09-09T09:50:24","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=5901"},"modified":"2024-09-11T02:00:17","modified_gmt":"2024-09-10T18:00:17","slug":"goujian-rag-yingyongzui","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/goujian-rag-yingyongzui\/","title":{"rendered":"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00"},"content":{"rendered":"<div><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5942\" title=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7.jpg\" alt=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-1\" width=\"2560\" height=\"1925\" \/><\/div>\n<div><\/div>\n<div><\/div>\n<div class=\"markdown-preview-pusher\"><a href=\"https:\/\/www.kdjingpai.com\/pt\/chatgpt-6\/\">ChatGPT<\/a> \u7684\u95ee\u4e16\u5f00\u521b\u4e86\u4e00\u4e2a\u91cd\u8981\u65f6\u523b\uff0c\u8ba9\u4f01\u4e1a\u80fd\u591f\u6784\u60f3\u65b0\u7684\u5e94\u7528\u573a\u666f\uff0c\u5e76\u52a0\u901f\u4e86\u8fd9\u4e9b\u516c\u53f8\u5bf9 AI \u7684\u91c7\u7528\u3002\u5728\u4f01\u4e1a\u9886\u57df\u4e2d\uff0c\u4e00\u4e2a\u5178\u578b\u7684\u5e94\u7528\u662f\u8ba9\u7528\u6237\u80fd\u591f\u4e0e\u804a\u5929\u673a\u5668\u4eba\u5bf9\u8bdd\uff0c\u5e76\u57fa\u4e8e\u516c\u53f8\u5185\u90e8\u77e5\u8bc6\u5e93\u83b7\u5f97\u95ee\u9898\u7684\u7b54\u6848\u3002\u4e0d\u8fc7\uff0cChatGPT \u6216\u5176\u4ed6\u5927\u8bed\u8a00\u6a21\u578b\u5e76\u672a\u63a5\u53d7\u8fc7\u8fd9\u4e9b\u5185\u90e8\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u56e0\u6b64\u65e0\u6cd5\u76f4\u63a5\u56de\u7b54\u57fa\u4e8e\u5185\u90e8\u77e5\u8bc6\u5e93\u7684\u95ee\u9898\u3002\u4e00\u4e2a\u76f4\u89c2\u7684\u89e3\u51b3\u65b9\u6848\u662f\u5c06\u5185\u90e8\u77e5\u8bc6\u5e93\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u63d0\u4f9b\u7ed9\u6a21\u578b\uff0c\u5373\u5c06\u5176\u4f5c\u4e3a\u63d0\u793a\u7684\u4e00\u90e8\u5206\u3002\u7136\u800c\uff0c\u5927\u591a\u6570\u5927\u8bed\u8a00\u6a21\u578b\u7684 <a href=\"https:\/\/www.kdjingpai.com\/pt\/tokenization\/\">token<\/a> \u9650\u5236\u53ea\u6709\u51e0\u5343\u4e2a\uff0c\u8fdc\u4e0d\u8db3\u4ee5\u5bb9\u7eb3\u5927\u591a\u6570\u4f01\u4e1a\u5e9e\u5927\u7684\u77e5\u8bc6\u5e93\u3002\u56e0\u6b64\uff0c\u4ec5\u4ec5\u4f7f\u7528\u73b0\u6210\u7684\u5927\u8bed\u8a00\u6a21\u578b\u662f\u65e0\u6cd5\u89e3\u51b3\u8fd9\u4e2a\u6311\u6218\u7684\u3002\u4e0d\u8fc7\uff0c\u4ee5\u4e0b\u4e24\u79cd\u6d41\u884c\u65b9\u6cd5\u53ef\u4ee5\u5355\u72ec\u6216\u7ed3\u5408\u4f7f\u7528\u6765\u5e94\u5bf9\u8fd9\u4e2a\u95ee\u9898\u3002<\/div>\n<div><\/div>\n<div><\/div>\n<div class=\"el-h2\" data-heading=\"\u5fae\u8c03\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\" data-tag-name=\"h2\">\n<h2 dir=\"auto\" data-heading=\"\u5fae\u8c03\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\">\u5fae\u8c03\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b<\/h2>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u8fd9\u79cd\u65b9\u6cd5\u662f\u5728\u5ba2\u6237\u7684\u8bed\u6599\u5e93\u4e0a\u5fae\u8c03\u50cf Llama2 \u8fd9\u6837\u7684\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u3002\u5fae\u8c03\u540e\u7684\u6a21\u578b\u80fd\u591f\u5438\u6536\u5e76\u7406\u89e3\u5ba2\u6237\u7684\u7279\u5b9a\u9886\u57df\u77e5\u8bc6\uff0c\u4ece\u800c\u65e0\u9700\u989d\u5916\u4e0a\u4e0b\u6587\u5c31\u80fd\u56de\u7b54\u76f8\u5173\u95ee\u9898\u3002\u7136\u800c\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8bb8\u591a\u5ba2\u6237\u7684\u8bed\u6599\u5e93\u89c4\u6a21\u6709\u9650\uff0c\u4e14\u5e38\u5e38\u5305\u542b\u8bed\u6cd5\u9519\u8bef\u3002\u8fd9\u5728\u5fae\u8c03\u5927\u8bed\u8a00\u6a21\u578b\u65f6\u53ef\u80fd\u4f1a\u5e26\u6765\u6311\u6218\u3002\u4e0d\u8fc7\uff0c\u5728\u4e0b\u6587\u8ba8\u8bba\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6280\u672f\u4e2d\u4f7f\u7528\u5fae\u8c03\u540e\u7684\u5927\u8bed\u8a00\u6a21\u578b\u65f6\uff0c\u5df2\u7ecf\u89c2\u5bdf\u5230\u4e86\u4ee4\u4eba\u9f13\u821e\u7684\u7ed3\u679c\u3002<\/p>\n<\/div>\n<div class=\"el-h2\" data-heading=\"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\" data-tag-name=\"h2\">\n<h2 dir=\"auto\" data-heading=\"\u68c0\u7d22\u589e\u5f3a\u751f\u6210\">\u68c0\u7d22\u589e\u5f3a\u751f\u6210<\/h2>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u7b2c\u4e8c\u79cd\u65b9\u6cd5\u662f\u68c0\u7d22\u589e\u5f3a\u751f\u6210 (<a href=\"https:\/\/www.kdjingpai.com\/pt\/rag\/\">RAG<\/a>)\u3002\u8fd9\u79cd\u65b9\u6cd5\u9996\u5148\u5c06\u6570\u636e\u5206\u5757\uff0c\u7136\u540e\u5b58\u50a8\u5728\u5411\u91cf\u6570\u636e\u5e93\u4e2d\u3002\u5728\u56de\u7b54\u95ee\u9898\u65f6\uff0c\u7cfb\u7edf\u4f1a\u6839\u636e\u67e5\u8be2\u68c0\u7d22\u51fa\u6700\u76f8\u5173\u7684\u6570\u636e\u5757\uff0c\u5e76\u5c06\u5176\u4f20\u9012\u7ed9\u5927\u8bed\u8a00\u6a21\u578b\u6765\u751f\u6210\u7b54\u6848\u3002\u76ee\u524d\uff0c\u4e00\u4e9b\u7ed3\u5408\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u3001\u5411\u91cf\u5b58\u50a8\u548c\u7f16\u6392\u6846\u67b6\u7684\u5f00\u6e90\u6280\u672f\u65b9\u6848\u5728\u4e92\u8054\u7f51\u4e0a\u9887\u53d7\u6b22\u8fce\u3002\u4e0b\u6587\u5c06\u5c55\u793a\u4e00\u4e2a\u4f7f\u7528 RAG \u6280\u672f\u7684\u89e3\u51b3\u65b9\u6848\u793a\u610f\u56fe\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5957\" title=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/94520c4c2a21c52.jpg\" alt=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-1\" width=\"707\" height=\"362\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/94520c4c2a21c52.jpg 1600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/94520c4c2a21c52-300x154.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/94520c4c2a21c52-1024x525.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/94520c4c2a21c52-768x394.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/94520c4c2a21c52-1536x787.jpg 1536w\" sizes=\"auto, (max-width: 707px) 100vw, 707px\" \/><\/p>\n<p dir=\"auto\">\u7136\u800c\uff0c\u4f7f\u7528\u4e0a\u8ff0\u65b9\u6cd5\u6784\u5efa\u89e3\u51b3\u65b9\u6848\u65f6\u4f1a\u9762\u4e34\u4e00\u4e9b\u6311\u6218\u3002\u8be5\u89e3\u51b3\u65b9\u6848\u7684\u6027\u80fd\u53d6\u51b3\u4e8e\u591a\u4e2a\u56e0\u7d20\uff0c\u5982\u6587\u672c\u5206\u5757\u5927\u5c0f\u3001\u5206\u5757\u95f4\u7684\u91cd\u53e0\u7a0b\u5ea6\u3001\u5d4c\u5165\u6280\u672f\u7b49\uff0c\u800c\u7528\u6237\u9700\u8981\u81ea\u884c\u786e\u5b9a\u6bcf\u4e2a\u56e0\u7d20\u7684\u6700\u4f73\u8bbe\u7f6e\u3002\u4ee5\u4e0b\u662f\u53ef\u80fd\u5f71\u54cd\u6027\u80fd\u7684\u51e0\u4e2a\u5173\u952e\u56e0\u7d20\uff1a<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"\u6587\u6863\u5206\u5757\u5927\u5c0f\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"\u6587\u6863\u5206\u5757\u5927\u5c0f\">\u6587\u6863\u5206\u5757\u5927\u5c0f<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p 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data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"\u5d4c\u5165\u6280\u672f\">\u5d4c\u5165\u6280\u672f<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u5d4c\u5165\u6280\u672f\u662f\u5c06\u6587\u672c\u5206\u5757\u8f6c\u6362\u4e3a\u5411\u91cf\u7684\u7b97\u6cd5\uff0c\u8fd9\u4e9b\u5411\u91cf\u968f\u540e\u5b58\u50a8\u5728\u6587\u6863\u68c0\u7d22\u5668\u4e2d\u3002\u7528\u4e8e\u5d4c\u5165\u5206\u5757\u548c\u95ee\u9898\u7684\u6280\u672f\u51b3\u5b9a\u4e86\u68c0\u7d22\u5230\u7684\u5206\u5757\u4e0e\u95ee\u9898\u7684\u76f8\u5173\u6027\uff0c\u8fdb\u800c\u5f71\u54cd\u63d0\u4f9b\u7ed9\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5185\u5bb9\u8d28\u91cf\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"\u6587\u6863\u68c0\u7d22\u5668\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"\u6587\u6863\u68c0\u7d22\u5668\">\u6587\u6863\u68c0\u7d22\u5668<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6587\u6863\u68c0\u7d22\u5668\uff08\u4e5f\u79f0\u4e3a\u5411\u91cf\u5b58\u50a8\uff09\u662f\u7528\u4e8e\u5b58\u50a8\u5d4c\u5165\u5411\u91cf\u5e76\u5feb\u901f\u68c0\u7d22\u7684\u6570\u636e\u5e93\u3002\u68c0\u7d22\u5668\u4e2d\u7528\u4e8e\u5339\u914d\u6700\u8fd1\u90bb\u7684\u7b97\u6cd5\uff08\u5982\u70b9\u79ef\u3001\u4f59\u5f26\u76f8\u4f3c\u5ea6\uff09\u51b3\u5b9a\u4e86\u68c0\u7d22\u5230\u7684\u5206\u5757\u7684\u76f8\u5173\u6027\u3002\u6b64\u5916\uff0c\u6587\u6863\u68c0\u7d22\u5668\u5e94\u80fd\u591f\u6c34\u5e73\u6269\u5c55\u4ee5\u652f\u6301\u5927\u578b\u77e5\u8bc6\u5e93\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"\u5927\u8bed\u8a00\u6a21\u578b\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"\u5927\u8bed\u8a00\u6a21\u578b\">\u5927\u8bed\u8a00\u6a21\u578b<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u9009\u62e9\u5408\u9002\u7684\u5927\u8bed\u8a00\u6a21\u578b\u662f\u89e3\u51b3\u65b9\u6848\u7684\u5173\u952e\u7ec4\u6210\u90e8\u5206\u3002\u6700\u4f73\u6a21\u578b\u7684\u9009\u62e9\u53d6\u51b3\u4e8e\u591a\u4e2a\u56e0\u7d20\uff0c\u5305\u62ec\u6570\u636e\u96c6\u7279\u70b9\u548c\u4e0a\u8ff0\u5176\u4ed6\u56e0\u7d20\u3002\u4e3a\u4f18\u5316\u89e3\u51b3\u65b9\u6848\uff0c\u5efa\u8bae\u5c1d\u8bd5\u4e0d\u540c\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5e76\u786e\u5b9a\u54ea\u4e00\u4e2a\u80fd\u63d0\u4f9b\u6700\u4f73\u7ed3\u679c\u3002\u867d\u7136\u4e00\u4e9b\u7ec4\u7ec7\u4e50\u4e8e\u91c7\u7528\u8fd9\u79cd\u65b9\u6cd5\uff0c\u4f46\u5176\u4ed6\u7ec4\u7ec7\u53ef\u80fd\u53d7\u9650\u4e8e\u4e0d\u80fd\u4f7f\u7528 GPT4\u3001Palm \u6216 <a href=\"https:\/\/www.kdjingpai.com\/pt\/claudeanquanfubai\/\">Claude<\/a> \u7b49\u95ed\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u3002Abacus.AI \u63d0\u4f9b\u4e86\u591a\u79cd\u5927\u8bed\u8a00\u6a21\u578b\u9009\u9879\uff0c\u5305\u62ec GPT3.5\u3001GPT4\u3001Palm\u3001Azure OpenAI\u3001Claude\u3001Llama2\uff0c\u4ee5\u53ca Abacus.AI \u7684\u4e13\u6709\u6a21\u578b\u3002\u6b64\u5916\uff0cAbacus.AI \u80fd\u591f\u5728\u7528\u6237\u6570\u636e\u4e0a\u5fae\u8c03\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5e76\u5c06\u5176\u7528\u4e8e\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6280\u672f\uff0c\u4ece\u800c\u517c\u987e\u4e24\u65b9\u9762\u7684\u4f18\u52bf\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"\u5206\u5757\u6570\u91cf\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"\u5206\u5757\u6570\u91cf\">\u5206\u5757\u6570\u91cf<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6709\u4e9b\u95ee\u9898\u7684\u56de\u7b54\u9700\u8981\u6587\u6863\u4e0d\u540c\u90e8\u5206\u751a\u81f3\u8de8\u6587\u6863\u7684\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u56de\u7b54&#8221;\u5217\u4e3e\u4e00\u4e9b\u5305\u542b\u91ce\u751f\u52a8\u7269\u7684\u7535\u5f71&#8221;\u8fd9\u6837\u7684\u95ee\u9898\u9700\u8981\u6765\u81ea\u4e0d\u540c\u7535\u5f71\u7684\u7247\u6bb5\u6216\u5206\u5757\u3002\u6709\u65f6\uff0c\u6700\u76f8\u5173\u7684\u5206\u5757\u53ef\u80fd\u4e0d\u4f1a\u51fa\u73b0\u5728\u5411\u91cf\u641c\u7d22\u7684\u9876\u90e8\u3002\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5411\u5927\u8bed\u8a00\u6a21\u578b\u63d0\u4f9b\u591a\u4e2a\u6570\u636e\u5206\u5757\u8fdb\u884c\u8bc4\u4f30\u548c\u751f\u6210\u54cd\u5e94\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u8c03\u6574\u4e0a\u8ff0\u6bcf\u4e2a\u53c2\u6570\u90fd\u9700\u8981\u7528\u6237\u4ed8\u51fa\u5927\u91cf\u52aa\u529b\uff0c\u5e76\u6d89\u53ca\u7e41\u7410\u7684\u624b\u52a8\u8bc4\u4f30\u8fc7\u7a0b\u3002<\/p>\n<\/div>\n<div class=\"el-h2\" data-heading=\"Abacus.AI \u7684\u89e3\u51b3\u65b9\u6848\" data-tag-name=\"h2\">\n<h2 dir=\"auto\" data-heading=\"Abacus.AI \u7684\u89e3\u51b3\u65b9\u6848\">Abacus.AI \u7684\u89e3\u51b3\u65b9\u6848<\/h2>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u4e3a\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0cAbacus.AI \u91c7\u7528\u4e86\u4e00\u79cd\u521b\u65b0\u65b9\u6cd5\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b AutoML \u529f\u80fd\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u81ea\u52a8\u8fed\u4ee3\u5404\u79cd\u53c2\u6570\u7ec4\u5408\uff0c\u5305\u62ec\u5fae\u8c03\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4ece\u800c\u627e\u5230\u6700\u9002\u5408\u7279\u5b9a\u7528\u4f8b\u7684\u6700\u4f73\u7ec4\u5408\u3002\u9664\u4e86\u7528\u6237\u63d0\u4f9b\u7684\u6587\u6863\u5916\uff0c\u8fd8\u9700\u8981\u4e00\u4e2a\u8bc4\u4f30\u6570\u636e\u96c6\uff0c\u5176\u4e2d\u5305\u542b\u4e00\u7cfb\u5217\u95ee\u9898\u548c\u76f8\u5e94\u7684\u4eba\u5de5\u7f16\u5199\u7684\u6807\u51c6\u7b54\u6848\u3002Abacus.AI \u4f7f\u7528\u8fd9\u4e2a\u8bc4\u4f30\u96c6\u6765\u6bd4\u8f83\u4e0d\u540c\u53c2\u6570\u7ec4\u5408\u751f\u6210\u7684\u56de\u7b54\uff0c\u4ece\u800c\u786e\u5b9a\u6700\u4f73\u914d\u7f6e\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5959\" title=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/ada541940af447a.jpg\" alt=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-1\" width=\"866\" height=\"651\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/ada541940af447a.jpg 1600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/ada541940af447a-300x226.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/ada541940af447a-1024x770.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/ada541940af447a-768x577.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/ada541940af447a-1536x1155.jpg 1536w\" sizes=\"auto, (max-width: 866px) 100vw, 866px\" \/><\/p>\n<p dir=\"auto\">Abacus.AI \u751f\u6210\u4e86\u4ee5\u4e0b\u51e0\u9879\u8bc4\u4f30\u6307\u6807\uff0c\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u81ea\u5df1\u504f\u597d\u7684\u6307\u6807\u6765\u5224\u65ad\u54ea\u79cd\u7ec4\u5408\u8868\u73b0\u6700\u597d\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"BLEU \u5206\u6570\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"BLEU \u5206\u6570\">BLEU \u5206\u6570<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">BLEU\uff08\u53cc\u8bed\u8bc4\u4f30\u66ff\u4ee3\uff09\u5206\u6570\u662f\u4e00\u79cd\u5e38\u7528\u7684\u81ea\u52a8\u8bc4\u4f30\u6307\u6807\uff0c\u4e3b\u8981\u7528\u4e8e\u8bc4\u4f30\u673a\u5668\u7ffb\u8bd1\u7684\u8d28\u91cf\u3002\u5b83\u7684\u76ee\u7684\u5728\u4e8e\u63d0\u4f9b\u4e00\u4e2a\u4e0e\u4eba\u7c7b\u8bc4\u5206\u9ad8\u5ea6\u76f8\u5173\u7684\u7ffb\u8bd1\u8d28\u91cf\u7684\u5b9a\u91cf\u6d4b\u91cf\u3002<\/p>\n<\/div>\n<p dir=\"auto\">BLEU \u5206\u6570\u901a\u8fc7\u5c06\u5019\u9009\u7ffb\u8bd1\uff08\u673a\u5668\u8f93\u51fa\u7684\u7ffb\u8bd1\uff09\u4e0e\u4e00\u4e2a\u6216\u591a\u4e2a\u53c2\u8003\u7ffb\u8bd1\uff08\u4eba\u7c7b\u751f\u6210\u7684\u7ffb\u8bd1\uff09\u8fdb\u884c\u5bf9\u6bd4\uff0c\u8ba1\u7b97\u5019\u9009\u7ffb\u8bd1\u4e0e\u53c2\u8003\u7ffb\u8bd1\u4e4b\u95f4\u7684 n-gram \u91cd\u53e0\u7a0b\u5ea6\uff0c\u4ece\u800c\u5f97\u51fa\u4e00\u4e2a\u5206\u6570\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5b83\u8bc4\u4f30\u5019\u9009\u7ffb\u8bd1\u4e2d n-gram\uff08\u5373 n \u4e2a\u5355\u8bcd\u7684\u5e8f\u5217\uff09\u4e0e\u53c2\u8003\u7ffb\u8bd1\u4e2d\u7684\u7cbe\u786e\u5339\u914d\u7a0b\u5ea6\u3002<\/p>\n<div class=\"el-h3\" data-heading=\"METEOR \u5206\u6570\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"METEOR \u5206\u6570\">METEOR \u5206\u6570<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">METEOR\uff08\u663e\u5f0f\u6392\u5e8f\u7ffb\u8bd1\u8bc4\u4f30\u6307\u6807\uff09\u5206\u6570\u662f\u53e6\u4e00\u79cd\u81ea\u52a8\u8bc4\u4f30\u6307\u6807\uff0c\u5e38\u7528\u4e8e\u8bc4\u4f30\u673a\u5668\u7ffb\u8bd1\u7684\u8d28\u91cf\u3002\u5b83\u7684\u8bbe\u8ba1\u65e8\u5728\u5f25\u8865 BLEU \u7b49\u5176\u4ed6\u8bc4\u4f30\u6307\u6807\u7684\u4e00\u4e9b\u4e0d\u8db3\uff0c\u7279\u522b\u662f\u901a\u8fc7\u5f15\u5165\u663e\u5f0f\u7684\u8bcd\u5e8f\u5339\u914d\u5e76\u8003\u8651\u540c\u4e49\u8bcd\u548c\u6539\u5199\u7684\u65b9\u5f0f\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"BERT \u5206\u6570\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"BERT \u5206\u6570\">BERT \u5206\u6570<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">BERT \u5206\u6570\u662f\u4e00\u79cd\u65e8\u5728\u8bc4\u4f30\u6587\u672c\u751f\u6210\u8d28\u91cf\u7684\u81ea\u52a8\u8bc4\u4f30\u6307\u6807\u3002\u8be5\u5206\u6570\u901a\u8fc7\u8ba1\u7b97\u5019\u9009\u53e5\u5b50\u548c\u53c2\u8003\u53e5\u5b50\u4e2d\u5404\u4e2a Token \u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\u6765\u5f97\u51fa\u7ed3\u679c\u3002\u4e0e\u7cbe\u786e\u5339\u914d\u4e0d\u540c\uff0c\u8fd9\u4e00\u6307\u6807\u5229\u7528\u4e0a\u4e0b\u6587\u5d4c\u5165\u6765\u5224\u65ad Token \u7684\u76f8\u4f3c\u6027\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"ROUGE \u5206\u6570\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"ROUGE \u5206\u6570\">ROUGE \u5206\u6570<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">ROUGE\uff08\u9488\u5bf9\u6458\u8981\u8bc4\u4f30\u7684\u56de\u53ec\u5bfc\u5411\u66ff\u4ee3\u8005\uff09\u5206\u6570\u662f\u4e00\u7ec4\u5e38\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u6587\u672c\u6458\u8981\u7684\u81ea\u52a8\u8bc4\u4f30\u6307\u6807\u3002\u6700\u521d\uff0c\u8fd9\u4e9b\u6307\u6807\u662f\u4e3a\u4e86\u8bc4\u4f30\u6587\u672c\u6458\u8981\u7cfb\u7edf\u7684\u8d28\u91cf\u800c\u8bbe\u8ba1\u7684\uff0c\u4f46\u73b0\u5728\u5b83\u4eec\u4e5f\u5e7f\u6cdb\u5e94\u7528\u4e8e\u673a\u5668\u7ffb\u8bd1\u548c\u6587\u672c\u751f\u6210\u7b49\u5176\u4ed6\u9886\u57df\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">ROUGE \u5206\u6570\u901a\u8fc7\u5c06\u751f\u6210\u7684\u6587\u672c\uff08\u4f8b\u5982\u6458\u8981\u6216\u7ffb\u8bd1\uff09\u4e0e\u4e00\u4e2a\u6216\u591a\u4e2a\u53c2\u8003\u6587\u672c\uff08\u901a\u5e38\u662f\u4eba\u7c7b\u751f\u6210\u7684\u6458\u8981\u6216\u7ffb\u8bd1\uff09\u8fdb\u884c\u6bd4\u8f83\uff0c\u6765\u8861\u91cf\u751f\u6210\u6587\u672c\u7684\u8d28\u91cf\u3002\u5b83\u4e3b\u8981\u6d4b\u91cf\u5019\u9009\u6587\u672c\u4e0e\u53c2\u8003\u6587\u672c\u4e4b\u95f4\u7684 n-gram\uff08\u5373 n \u4e2a\u5355\u8bcd\u7684\u5e8f\u5217\uff09\u548c\u5355\u8bcd\u5e8f\u5217\u7684\u91cd\u53e0\u7a0b\u5ea6\u3002<\/p>\n<p dir=\"auto\">\n<\/div>\n<p dir=\"auto\"><span class=\"internal-embed media-embed image-embed is-loaded\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5950\" title=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-4\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7.png\" alt=\"\u6784\u5efaRAG\u5e94\u7528\u6700\u7b80\u5355\u6613\u61c2\u7684\u6559\u7a0b\u4e4b\u4e00-4\" width=\"2662\" height=\"1558\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7.png 2662w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7-300x176.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7-1024x599.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7-768x449.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7-1536x899.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/78805a221a988e7-2048x1199.png 2048w\" sizes=\"auto, (max-width: 2662px) 100vw, 2662px\" \/><\/span><\/p>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u4e0a\u8ff0\u6bcf\u4e2a\u5206\u6570\u7684\u8303\u56f4\u662f 0 \u5230 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\u6216\u5176\u4ed6\u5927\u8bed\u8a00\u6a21\u578b\u5e76\u672a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"class_list":["post-5901","post","type-post","status-publish","format-standard","hentry","category-knowledge"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/5901","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=5901"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/5901\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=5901"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=5901"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=5901"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}