{"id":17604,"date":"2025-01-08T00:17:55","date_gmt":"2025-01-07T16:17:55","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=17604"},"modified":"2025-08-02T19:01:35","modified_gmt":"2025-08-02T11:01:35","slug":"wrenai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/wrenai\/","title":{"rendered":"WrenAI\uff1a\u5bf9\u8bdd\u5f0f\u6570\u636e\u5206\u6790AI\u52a9\u624b\uff0c\u76f4\u63a5\u83b7\u53d6\u7b54\u6848\u3001SQL\u67e5\u8be2\u4e0e\u5206\u6790\u62a5\u8868"},"content":{"rendered":"

WrenAI\u662f\u4e00\u4e2a\u5f00\u6e90\u7684SQL AI\u52a9\u624b\uff0c\u4e13\u95e8\u8bbe\u8ba1\u7528\u4e8e\u5e2e\u52a9\u6570\u636e\u56e2\u961f\u3001\u4ea7\u54c1\u56e2\u961f\u548c\u4e1a\u52a1\u56e2\u961f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u7684\u65b9\u5f0f\u83b7\u53d6\u6570\u636e\u6d1e\u5bdf\u3002\u5b83\u80fd\u591f\u5c06\u81ea\u7136\u8bed\u8a00\u8f6c\u6362\u4e3aSQL\u67e5\u8be2\uff0c\u751f\u6210\u56fe\u8868\u3001\u7535\u5b50\u8868\u683c\u548c\u62a5\u544a\uff0c\u652f\u6301\u591a\u8bed\u8a00\u4ea4\u4e92\u3002\u8be5\u9879\u76ee\u7531Canner\u516c\u53f8\u5f00\u53d1\u7ef4\u62a4\uff0c\u91c7\u7528AGPL-3.0\u5f00\u6e90\u534f\u8bae\uff0c\u5728GitHub\u4e0a\u5df2\u83b7\u5f972800\u591a\u9897\u661f\u6807\u3002WrenAI\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u5176\u5b8c\u6574\u7684\u7aef\u5230\u7aef\u89e3\u51b3\u65b9\u6848\uff0c\u5305\u542b\u76f4\u89c2\u7684\u7528\u6237\u754c\u9762\u3001\u5f3a\u5927\u7684AI\u670d\u52a1\u5c42\u548c\u8bed\u4e49\u5f15\u64ce\uff0c\u80fd\u591f\u5b89\u5168\u4e14\u51c6\u786e\u5730\u5904\u7406\u6570\u636e\u67e5\u8be2\u9700\u6c42\uff0c\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u5373\u53ef\u83b7\u5f97\u6570\u636e\u5206\u6790\u7ed3\u679c\u3002<\/p>\n

WrenAI \u7684\u7279\u8272\u662f\u53ef\u89c6\u5316\u7ba1\u7406\u6570\u636e\u5efa\u6a21\uff0c\u6807\u8bb0\u4e0d\u540c\u6a21\u578b\u7684\u4e1a\u52a1\u5173\u7cfb\uff0c\u8868\u6807\u8bb0\u6bcf\u4e2a\u8868\u3001\u5b57\u6bb5\u7684\u4e1a\u52a1\u63cf\u8ff0\u3002\u6807\u8bb0\u7684\u4e1a\u52a1\u63cf\u8ff0\u4f5c\u4e3a\u5927\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7528\u4ee5\u63d0\u5347\u81ea\u7136\u8bed\u8a00\u67e5\u8be2SQL\u7684\u51c6\u786e\u7387\u3002<\/p><\/blockquote>\n

\"WrenAI\uff1a\u81ea\u7136\u8bed\u8a00\u751f\u6210SQL\u67e5\u8be2\uff0c\u667a\u80fd\u6570\u636e\u5206\u6790\u5bf9\u8bdd\u5f0fAI\u52a9\u624b-1\"<\/p>\n

 <\/p>\n

\"WrenAI\uff1a\u81ea\u7136\u8bed\u8a00\u751f\u6210SQL\u67e5\u8be2\uff0c\u667a\u80fd\u6570\u636e\u5206\u6790\u5bf9\u8bdd\u5f0fAI\u52a9\u624b-1\"

Wren AI Text-to-SQL Agentic Architecture<\/p><\/div>\n

 <\/p>\n

\"WrenAI\uff1a\u81ea\u7136\u8bed\u8a00\u751f\u6210SQL\u67e5\u8be2\uff0c\u667a\u80fd\u6570\u636e\u5206\u6790\u5bf9\u8bdd\u5f0fAI\u52a9\u624b-1\"

WrenAI \u7ba1\u7406\u6570\u636e\u5efa\u6a21\uff0c\u67e5\u770b\u8868\u5173\u7cfb\uff0c\u6ce8\u610f\u53f3\u4e0a\u89d2\u7684AI\u5efa\u6a21\u529f\u80fd<\/p><\/div>\n

 <\/p>\n

\"WrenAI\uff1a\u81ea\u7136\u8bed\u8a00\u751f\u6210SQL\u67e5\u8be2\uff0c\u667a\u80fd\u6570\u636e\u5206\u6790\u5bf9\u8bdd\u5f0fAI\u52a9\u624b-1\"

WrenAI \u667a\u80fd\u751f\u6210\u7b54\u6848\u3001\u67e5\u8be2\u3001\u6570\u636e\u62a5\u8868<\/p><\/div>\n

 <\/p>\n

\u529f\u80fd\u5217\u8868<\/h2>\n
    \n
  • \u591a\u8bed\u8a00\u81ea\u7136\u5bf9\u8bdd\uff1a\u652f\u6301\u7528\u591a\u79cd\u8bed\u8a00\u4e0e\u6570\u636e\u8fdb\u884c\u5bf9\u8bdd\u4ea4\u4e92<\/li>\n
  • \u667a\u80fd\u6570\u636e\u63a2\u7d22\uff1aAI\u9a71\u52a8\u7684\u6570\u636e\u7406\u89e3\u548c\u95ee\u9898\u63a8\u8350<\/li>\n
  • \u8bed\u4e49\u7d22\u5f15\u7cfb\u7edf\uff1a\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684UI\/UX\u5b9e\u73b0\u8bed\u4e49\u7406\u89e3<\/li>\n
  • \u4e0a\u4e0b\u6587SQL\u751f\u6210\uff1a\u7ed3\u5408\u5143\u6570\u636e\u3001\u6a21\u5f0f\u548c\u672f\u8bed\u751f\u6210\u51c6\u786e\u7684SQL\u67e5\u8be2<\/li>\n
  • \u65e0\u4ee3\u7801\u6570\u636e\u5206\u6790\uff1a\u901a\u8fc7\u5bf9\u8bdd\u5373\u53ef\u83b7\u53d6\u6570\u636e\u6d1e\u5bdf<\/li>\n
  • AI\u9a71\u52a8\u53ef\u89c6\u5316\uff1a\u81ea\u52a8\u751f\u6210\u6570\u636e\u6458\u8981\u548c\u53ef\u89c6\u5316\u56fe\u8868<\/li>\n
  • \u6570\u636e\u5bfc\u51fa\u96c6\u6210\uff1a\u652f\u6301\u5bfc\u51fa\u5230Excel\u7b49\u5206\u6790\u5de5\u5177<\/li>\n
  • \u5b89\u5168\u6027\u4fdd\u969c\uff1a\u91c7\u7528RAG\u67b6\u6784\uff0c\u65e0\u9700\u66b4\u9732\u6570\u636e\u7ed9LLM\u6a21\u578b<\/li>\n<\/ul>\n

     <\/p>\n

    \u4f7f\u7528\u5e2e\u52a9<\/h2>\n

    1. \u7cfb\u7edf\u90e8\u7f72<\/h3>\n

    WrenAI\u63d0\u4f9b\u591a\u79cd\u90e8\u7f72\u65b9\u5f0f\uff1a<\/p>\n

      \n
    1. Docker\u90e8\u7f72\uff1a\n
        \n
      • \u4f7f\u7528\u63d0\u4f9b\u7684Docker\u914d\u7f6e\u6587\u4ef6\u76f4\u63a5\u90e8\u7f72<\/li>\n
      • \u9002\u5408\u5355\u673a\u5feb\u901f\u542f\u52a8\u4f7f\u7528<\/li>\n<\/ul>\n<\/li>\n
      • Kubernetes\u90e8\u7f72\uff1a\n
          \n
        • \u4f7f\u7528Kustomization\u8fdb\u884c\u90e8\u7f72<\/li>\n
        • \u9700\u8981\u786e\u4fdd\u6ee1\u8db3\u4ee5\u4e0b\u4f9d\u8d56\uff1a\n
            \n
          • nginx.ingress<\/li>\n
          • external-dns<\/li>\n
          • cert-manager<\/li>\n
          • kubectl kustomize<\/li>\n
          • helm (minikube\u73af\u5883\u9700\u8981)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n

            2. \u5feb\u901f\u5f00\u59cb<\/h3>\n
              \n
            1. \u57fa\u7840\u914d\u7f6e\n
                \n
              • \u83b7\u53d6\u5fc5\u8981\u7684API\u5bc6\u94a5\uff08OpenAI API\u5bc6\u94a5\uff09<\/li>\n
              • \u914d\u7f6e\u6570\u636e\u5e93\u8fde\u63a5\uff08PostgreSQL\uff09<\/li>\n
              • \u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u548c\u5bc6\u94a5<\/li>\n<\/ul>\n<\/li>\n
              • \u6570\u636e\u63a5\u5165\n
                  \n
                • \u8fde\u63a5\u60a8\u7684\u6570\u636e\u6e90<\/li>\n
                • \u5b9a\u4e49\u6570\u636e\u5173\u7cfb<\/li>\n
                • \u8bbe\u7f6e\u4e1a\u52a1\u672f\u8bed\u6620\u5c04<\/li>\n<\/ul>\n<\/li>\n
                • \u4f7f\u7528\u6d41\u7a0b
                  \na) \u542f\u52a8\u5bf9\u8bdd\uff1a<\/p>\n
                    \n
                  • \u9009\u62e9\u76f8\u5173\u6570\u636e\u8868<\/li>\n
                  • \u7528\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u95ee\u9898<\/li>\n
                  • AI\u81ea\u52a8\u751f\u6210\u76f8\u5173\u95ee\u9898\u5efa\u8bae<\/li>\n<\/ul>\n

                    b) \u6570\u636e\u63a2\u7d22\uff1a<\/p>\n

                      \n
                    • \u67e5\u770b\u6570\u636e\u7ed3\u6784<\/li>\n
                    • \u4e86\u89e3\u5b57\u6bb5\u542b\u4e49<\/li>\n
                    • \u63a2\u7d22\u6570\u636e\u5173\u7cfb<\/li>\n<\/ul>\n

                      c) \u5206\u6790\u4e0e\u53ef\u89c6\u5316\uff1a<\/p>\n

                        \n
                      • \u83b7\u53d6SQL\u67e5\u8be2\u7ed3\u679c<\/li>\n
                      • \u67e5\u770bAI\u751f\u6210\u7684\u6570\u636e\u6458\u8981<\/li>\n
                      • \u81ea\u52a8\u751f\u6210\u53ef\u89c6\u5316\u56fe\u8868<\/li>\n
                      • \u5bfc\u51fa\u5206\u6790\u7ed3\u679c<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n

                        3. \u9ad8\u7ea7\u529f\u80fd<\/h3>\n
                          \n
                        1. \u8bed\u4e49\u5efa\u6a21\uff1a\n
                            \n
                          • \u4f7f\u7528”\u5efa\u6a21\u5b9a\u4e49\u8bed\u8a00”<\/li>\n
                          • \u8bbe\u7f6e\u6570\u636e\u5173\u7cfb<\/li>\n
                          • \u5b9a\u4e49\u8ba1\u7b97\u903b\u8f91<\/li>\n<\/ul>\n<\/li>\n
                          • \u6570\u636e\u6574\u5408\uff1a\n
                              \n
                            • Excel\u63d2\u4ef6\u96c6\u6210<\/li>\n
                            • \u6570\u636e\u5bfc\u51fa\u529f\u80fd<\/li>\n
                            • \u4e0e\u5176\u4ed6\u5206\u6790\u5de5\u5177\u5bf9\u63a5<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n

                              4. \u5b89\u5168\u6027\u8bf4\u660e<\/h3>\n
                                \n
                              • \u91c7\u7528RAG\u67b6\u6784\u786e\u4fdd\u6570\u636e\u5b89\u5168<\/li>\n
                              • \u65e0\u9700\u5c06\u539f\u59cb\u6570\u636e\u66b4\u9732\u7ed9LLM\u6a21\u578b<\/li>\n
                              • \u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

                                WrenAI\u662f\u4e00\u4e2a\u5f00\u6e90\u7684SQL AI\u52a9\u624b\uff0c\u4e13\u95e8\u8bbe\u8ba1\u7528\u4e8e\u5e2e\u52a9\u6570\u636e\u56e2\u961f\u3001\u4ea7\u54c1\u56e2\u961f\u548c\u4e1a\u52a1\u56e2\u961f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u7684\u65b9\u5f0f\u83b7\u53d6\u6570\u636e\u6d1e\u5bdf\u3002\u5b83\u80fd\u591f\u5c06\u81ea\u7136\u8bed\u8a00\u8f6c\u6362\u4e3aSQL\u67e5\u8be2\uff0c\u751f\u6210\u56fe\u8868\u3001\u7535\u5b50\u8868\u683c\u548c\u62a5\u544a\uff0c\u652f\u6301\u591a\u8bed\u8a00\u4ea4\u4e92\u3002\u8be5\u9879\u76ee\u7531Canner\u516c\u53f8\u5f00\u53d1\u7ef4\u62a4\uff0c\u91c7\u7528AG…<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[417,20,449],"tags":[230,244],"class_list":["post-17604","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-productivity","category-tool","category-ai-data","tag-aikaiyuanxiangmu","tag-aishujufenxi"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/17604","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=17604"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/17604\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=17604"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=17604"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=17604"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}