{"id":9484,"date":"2025-11-11T17:02:50","date_gmt":"2025-11-11T09:02:50","guid":{"rendered":"\/?p=9484"},"modified":"2025-11-11T17:02:50","modified_gmt":"2025-11-11T09:02:50","slug":"gtc25-text2sql-%e9%a2%86%e5%9f%9f%ef%bc%8c%e8%8b%b1%e4%bc%9f%e8%be%be%e4%be%9b%e5%ba%94%e9%93%be%e9%83%a8%e9%97%a8%e8%90%bd%e5%9c%b0%e5%ba%94%e7%94%a8-avc-bot","status":"publish","type":"post","link":"\/?p=9484","title":{"rendered":"GTC25 | Text2SQL \u9886\u57df\uff0c\u82f1\u4f1f\u8fbe\u4f9b\u5e94\u94fe\u90e8\u95e8\u843d\u5730\u5e94\u7528-AVC Bot"},"content":{"rendered":"<p>\u672c\u6587\u5c06\u4ecb\u7ecd GTC 2025 session \u4e4b\u4e00\uff0cText2SQL \u843d\u5730\u5e94\u7528\u5206\u4eab\uff0c\u6807\u9898\u4e3a\uff1aAVC Bot: A Text2SQL Chatbot for Supply Chain Data With Near-Perfect Accuracy.<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/640-20251111170139584.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u662f\u82f1\u4f1f\u8fbe\u4f9b\u5e94\u94fe\u56e2\u961f\u5b9e\u9645\u5e94\u7528\u7684\u4ea7\u54c1\uff0c\u58f0\u79f0\u8fbe\u5230\u4e86\u8fd1\u4e4e\u5b8c\u7f8e\u7684\u51c6\u786e\u6027\u548c\u9ad8\u6548\u7387\uff08near-perfect accuracy with high efficiency\uff09\u3002<\/p>\n<p>\u6709\u51e0\u70b9\u65b0\u7684 idea \u503c\u5f97\u53c2\u8003\uff1a\u4e00\u4e2a\u662f<strong>\u4ea7\u54c1\u8bbe\u8ba1\u65b9\u9762\u7684 answer explanation<\/strong>\uff0c\u8fd9\u4e2a\u529f\u80fd\u5c06\u4e2d\u95f4\u751f\u6210 SQL \u7684\u529f\u80fd\u5c55\u793a\u51fa\u6765\u5e76\u89e3\u91ca\u7ed9\u7528\u6237\uff0c\u503c\u5f97 AI \u4ea7\u54c1\u53c2\u8003\uff0c\u8fd9\u4e5f\u662f\u4ea7\u54c1\u63d0\u9ad8\u7528\u6237\u4fe1\u4efb\u5ea6\u7684\u5f88\u597d\u7684\u65b9\u6cd5\uff0c\u5c24\u5176\u4f17\u6240\u5468\u77e5 LLM \u5b58\u5728\u5e7b\u89c9\u95ee\u9898\uff1b\u4e00\u4e2a\u662f<strong>\u6280\u672f\u65b9\u9762 SQL \u540e\u5904\u7406<\/strong>\uff0c\u8fdb\u884c\u4e86SQL \u8bed\u6cd5\u6821\u9a8c\u3001\u989d\u5916\u4e0a\u4e0b\u6587\u6dfb\u52a0\u3001\u5b9e\u4f53\u5339\u914d\u548c\u6392\u5e8f\u6821\u9a8c\u7b49\uff0c\u662f\u63d0\u9ad8\u51c6\u786e\u7387\u7684\u5173\u952e\u3002<\/p>\n<p>\u4e0b\u9762\u5c06\u5206\u4eab\u4ea7\u54c1\u7ec6\u8282\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u94fe\u63a5\u627e\u5230\u672c\u6587\u7684\u6240\u6709\u53c2\u8003\u5185\u5bb9<\/p>\n<blockquote>\n<p>GTC session \u94fe\u63a5\uff1a<a href=\"https:\/\/www.nvidia.cn\/gtc-global\/session-catalog\/?tab.catalogallsessionstab=16566177511100015Kus&amp;amp;search=sql#\/session\/1729804639274001o4Gt\">https:\/\/www.nvidia.cn\/gtc-global\/session-catalog\/?tab.catalogallsessionstab=16566177511100015Kus&amp;search=sql#\/session\/1729804639274001o4Gt<\/a><\/p>\n<p>\u5168\u6587pdf\uff1a<a href=\"https:\/\/drive.google.com\/file\/d\/15sT4r8HGHvrjPptFbOpCN8g8RwwO-jv8\/view\">https:\/\/drive.google.com\/file\/d\/15sT4r8HGHvrjPptFbOpCN8g8RwwO-jv8\/view<\/a><\/p>\n<\/blockquote>\n<hr \/>\n<p>GTC session \u4ecb\u7ecd\uff1a<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/640-20251111170139848.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u4ece\u516c\u5f00\u7684 pdf \u6765\u770b\uff1a<\/p>\n<p>\u5b9e\u73b0\u4e0a\u7684\u521b\u65b0\u70b9\u5982\u4e0b\uff1a<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/640-20251111170140034.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u67b6\u6784\u56fe\uff1a<\/p>\n<p>\u4ece\u67b6\u6784\u56fe\u770b\uff0c\u91c7\u7528\u7684\u4ecd\u7136\u662f LLM-based RAG \u6280\u672f\uff0c\u540e\u5904\u7406\u90e8\u5206\u8fdb\u884c\u4e86SQL \u8bed\u6cd5\u6821\u9a8c\u3001\u989d\u5916\u4e0a\u4e0b\u6587\u6dfb\u52a0\u3001\u5b9e\u4f53\u5339\u914d\u548c\u6392\u5e8f\u6821\u9a8c\u7b49\uff0c\u662f\u63d0\u9ad8\u51c6\u786e\u7387\u7684\u5173\u952e\u3002<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/640-20251111170140270.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u6548\u679c\u5bf9\u6bd4\uff1a<\/p>\n<p>\u6700\u7ec8\u8fbe\u5230\u4e86 98.46% \u7684\u51c6\u786e\u7387\uff0c\u786e\u5b9e\u63d0\u5347\u5f88\u5927\u3002<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/640-20251111170140413.png\" alt=\"\u56fe\u7247\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u5c06\u4ecb\u7ecd GTC 2025 session \u4e4b\u4e00\uff0cText2SQL \u843d\u5730\u5e94\u7528\u5206\u4eab\uff0c\u6807\u9898\u4e3a\uff1aAVC Bot: A Text2SQL Ch   \u2026 &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0},"categories":[288],"tags":[],"_links":{"self":[{"href":"\/index.php?rest_route=\/wp\/v2\/posts\/9484"}],"collection":[{"href":"\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9484"}],"version-history":[{"count":1,"href":"\/index.php?rest_route=\/wp\/v2\/posts\/9484\/revisions"}],"predecessor-version":[{"id":9485,"href":"\/index.php?rest_route=\/wp\/v2\/posts\/9484\/revisions\/9485"}],"wp:attachment":[{"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9484"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9484"},{"taxonomy":"post_tag","embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9484"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}