{"id":16855,"date":"2024-08-31T20:16:48","date_gmt":"2024-08-31T12:16:48","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=16855"},"modified":"2025-07-14T00:39:45","modified_gmt":"2025-07-13T16:39:45","slug":"db-gpt","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/db-gpt\/","title":{"rendered":"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406"},"content":{"rendered":"<p>DB-GPT\u662f\u4e00\u4e2a\u5f00\u6e90\u7684AI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u91c7\u7528AWEL(Agentic <a href=\"https:\/\/www.kdjingpai.com\/pt\/workflow\/\">Workflow<\/a> Expression Language)\u548c\u667a\u80fd\u4f53\u6280\u672f\u6784\u5efa\u3002\u8be5\u9879\u76ee\u65e8\u5728\u5927\u6a21\u578b\u9886\u57df\u6784\u5efa\u57fa\u7840\u8bbe\u65bd\uff0c\u901a\u8fc7\u5f00\u53d1\u591a\u9879\u6280\u672f\u80fd\u529b\uff0c\u5305\u62ec\u591a\u6a21\u578b\u7ba1\u7406\u7cfb\u7edf(SMMF)\u3001Text2SQL\u6548\u679c\u4f18\u5316\u3001RAG\u68c0\u7d22\u589e\u5f3a\u6846\u67b6\u4f18\u5316\u4ee5\u53ca\u591a\u667a\u80fd\u4f53\u6846\u67b6\u7b49\u3002DB-GPT\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u8fd8\u5305\u542b\u53ef\u89c6\u5316\u7ec4\u4ef6\u548c\u4ea4\u4e92\u5f0f\u754c\u9762\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u66f4\u4fbf\u6377\u5730\u6784\u5efa\u548c\u90e8\u7f72AI\u9a71\u52a8\u7684\u6570\u636e\u5e94\u7528\u3002\u4f5c\u4e3a\u4e00\u4e2a\u7efc\u5408\u6027\u6846\u67b6\uff0cDB-GPT\u7279\u522b\u9002\u5408\u9700\u8981\u5904\u7406\u590d\u6742\u6570\u636e\u64cd\u4f5c\u548c\u667a\u80fd\u5206\u6790\u7684\u573a\u666f\uff0c\u4e3a\u6570\u636e\u5e93\u7ba1\u7406\u548cAI\u5e94\u7528\u5f00\u53d1\u63d0\u4f9b\u4e86\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u63a8\u8350\u9605\u8bfb\uff1a<a href=\"https:\/\/www.kdjingpai.com\/wanzizhangwenjiangtou-r\/\">\u4e07\u5b57\u957f\u6587\u8bb2\u900f RAG \u5728DB-GPT\u5b9e\u9645\u843d\u5730\u573a\u666f\u4e2d\u7684\u4f18\u5316<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16856\" title=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f.jpg\" alt=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" width=\"3278\" height=\"1864\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f.jpg 3278w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f-300x171.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f-1024x582.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f-768x437.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f-1536x873.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f-2048x1165.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8cf0d421f0318f-18x10.jpg 18w\" sizes=\"auto, (max-width: 3278px) 100vw, 3278px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16857\" title=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554.jpg\" alt=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" width=\"3206\" height=\"1866\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554.jpg 3206w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554-300x175.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554-1024x596.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554-768x447.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554-1536x894.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554-2048x1192.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c7b70fdc3eb5554-18x10.jpg 18w\" sizes=\"auto, (max-width: 3206px) 100vw, 3206px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16858\" title=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f.jpg\" alt=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" width=\"3594\" height=\"1876\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f.jpg 3594w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f-300x157.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f-1024x535.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f-768x401.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f-1536x802.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f-2048x1069.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f7aefa1fd4ea94f-18x9.jpg 18w\" sizes=\"auto, (max-width: 3594px) 100vw, 3594px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16859\" title=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8.jpg\" alt=\"DB-GPT\uff1a\u6784\u5efaAI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u96c6\u6210\u591a\u6a21\u578b\u7ba1\u7406\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406-1\" width=\"3158\" height=\"1838\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8.jpg 3158w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8-300x175.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8-1024x596.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8-768x447.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8-1536x894.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8-2048x1192.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/8d46e80cd8b45e8-18x10.jpg 18w\" sizes=\"auto, (max-width: 3158px) 100vw, 3158px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u96c6\u6210AWEL\u5de5\u4f5c\u6d41\u8868\u8fbe\u8bed\u8a00\uff0c\u652f\u6301\u7075\u6d3b\u7684\u4efb\u52a1\u7f16\u6392\u548c\u6d41\u7a0b\u63a7\u5236<\/li>\n<li>\u63d0\u4f9b\u591a\u6a21\u578b\u7ba1\u7406\u7cfb\u7edf(SMMF)\uff0c\u5b9e\u73b0\u591a\u79cdAI\u6a21\u578b\u7684\u7edf\u4e00\u7ba1\u7406\u548c\u8c03\u7528<\/li>\n<li>\u652f\u6301Text2SQL\u8f6c\u6362\u529f\u80fd\uff0c\u4f18\u5316\u81ea\u7136\u8bed\u8a00\u5230SQL\u67e5\u8be2\u7684\u8f6c\u6362\u6548\u679c<\/li>\n<li>\u5185\u7f6eRAG\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6846\u67b6\uff0c\u63d0\u5347\u4fe1\u606f\u68c0\u7d22\u548c\u751f\u6210\u8d28\u91cf<\/li>\n<li>\u63d0\u4f9b\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u6846\u67b6\uff0c\u652f\u6301\u590d\u6742\u4efb\u52a1\u7684\u667a\u80fd\u534f\u540c\u5904\u7406<\/li>\n<li>\u96c6\u6210\u53ef\u89c6\u5316\u80fd\u529b\u6a21\u5757(GPT-Vis)\uff0c\u652f\u6301\u6570\u636e\u7684\u52a8\u6001\u4ea4\u4e92\u5c55\u793a<\/li>\n<li>\u652f\u6301\u804a\u5929\u6a21\u5f0f\u548c\u547d\u4ee4\u6a21\u5f0f\u53cc\u91cd\u4ea4\u4e92\u65b9\u5f0f<\/li>\n<li>\u63d0\u4f9b\u6587\u6863\u52a0\u8f7d\u548c\u5904\u7406\u529f\u80fd\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\u6574\u5408<\/li>\n<li>\u5185\u7f6e\u6570\u636e\u5e93\u64cd\u4f5c\u548c\u7ba1\u7406\u529f\u80fd\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93\u7cfb\u7edf<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>1. \u73af\u5883\u51c6\u5907<\/h3>\n<p>\u5728\u5f00\u59cb\u4f7f\u7528DB-GPT\u4e4b\u524d\uff0c\u9700\u8981\u786e\u4fdd\u7cfb\u7edf\u6ee1\u8db3\u4ee5\u4e0b\u8981\u6c42\uff1a<\/p>\n<ul>\n<li>Python 3.8\u53ca\u4ee5\u4e0a\u7248\u672c<\/li>\n<li>Git\u7248\u672c\u63a7\u5236\u5de5\u5177<\/li>\n<li>\u8db3\u591f\u7684\u7cfb\u7edf\u5185\u5b58\uff08\u63a8\u83508GB\u4ee5\u4e0a\uff09<\/li>\n<li>CUDA\u652f\u6301\uff08\u5982\u9700GPU\u52a0\u901f\uff09<\/li>\n<\/ul>\n<h3>2. \u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u514b\u9686\u9879\u76ee\u4ed3\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>git clone https:\/\/github.com\/eosphoros-ai\/DB-GPT.git\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/li>\n<\/ol>\n<pre><code>cd DB-GPT\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<h3>3. \u57fa\u672c\u529f\u80fd\u4f7f\u7528\u6307\u5357<\/h3>\n<h4>3.1 \u542f\u52a8\u670d\u52a1<\/h4>\n<ul>\n<li>\u4f7f\u7528\u547d\u4ee4\u884c\u542f\u52a8DB-GPT\u670d\u52a1<\/li>\n<li>\u914d\u7f6e\u5fc5\u8981\u7684\u73af\u5883\u53d8\u91cf\u548c\u53c2\u6570<\/li>\n<li>\u9009\u62e9\u9002\u5408\u7684\u8fd0\u884c\u6a21\u5f0f\uff08\u804a\u5929\u6a21\u5f0f\u6216\u547d\u4ee4\u6a21\u5f0f\uff09<\/li>\n<\/ul>\n<h4>3.2 \u6570\u636e\u5904\u7406\u529f\u80fd<\/h4>\n<ul>\n<li>\u6587\u6863\u52a0\u8f7d\uff1a\u652f\u6301\u591a\u79cd\u683c\u5f0f\u6587\u6863\u7684\u5bfc\u5165\u548c\u5904\u7406<\/li>\n<li>\u6570\u636e\u5e93\u8fde\u63a5\uff1a\u914d\u7f6e\u6570\u636e\u5e93\u8fde\u63a5\u4fe1\u606f<\/li>\n<li>\u67e5\u8be2\u8f6c\u6362\uff1a\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u751f\u6210SQL\u67e5\u8be2<\/li>\n<\/ul>\n<h4>3.3 AI\u6a21\u578b\u7ba1\u7406<\/h4>\n<ul>\n<li>\u9009\u62e9\u548c\u914d\u7f6e\u5408\u9002\u7684AI\u6a21\u578b<\/li>\n<li>\u8bbe\u7f6e\u6a21\u578b\u53c2\u6570\u548c\u8fd0\u884c\u73af\u5883<\/li>\n<li>\u76d1\u63a7\u6a21\u578b\u6027\u80fd\u548c\u8d44\u6e90\u4f7f\u7528<\/li>\n<\/ul>\n<h4>3.4 \u5de5\u4f5c\u6d41\u7a0b\u5f00\u53d1<\/h4>\n<ol>\n<li>\u4f7f\u7528AWEL\u8bed\u8a00\u5b9a\u4e49\u5de5\u4f5c\u6d41<\/li>\n<li>\u914d\u7f6e\u667a\u80fd\u4f53\u884c\u4e3a\u548c\u4ea4\u4e92\u89c4\u5219<\/li>\n<li>\u8bbe\u7f6e\u4efb\u52a1\u6d41\u7a0b\u548c\u89e6\u53d1\u6761\u4ef6<\/li>\n<li>\u76d1\u63a7\u548c\u4f18\u5316\u5de5\u4f5c\u6d41\u6267\u884c<\/li>\n<\/ol>\n<h4>3.5 \u53ef\u89c6\u5316\u5e94\u7528<\/h4>\n<ul>\n<li>\u4f7f\u7528GPT-Vis\u6a21\u5757\u521b\u5efa\u6570\u636e\u53ef\u89c6\u5316<\/li>\n<li>\u914d\u7f6e\u4ea4\u4e92\u5f0f\u754c\u9762\u5143\u7d20<\/li>\n<li>\u81ea\u5b9a\u4e49\u5c55\u793a\u6548\u679c\u548c\u5e03\u5c40<\/li>\n<\/ul>\n<h3>4. \u6700\u4f73\u5b9e\u8df5\u5efa\u8bae<\/h3>\n<ul>\n<li>\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u9002\u5f53\u7684\u6a21\u578b\u548c\u914d\u7f6e<\/li>\n<li>\u5b9a\u671f\u66f4\u65b0\u548c\u7ef4\u62a4\u7cfb\u7edf\u7ec4\u4ef6<\/li>\n<li>\u6ce8\u610f\u8d44\u6e90\u4f7f\u7528\u6548\u7387\u548c\u6027\u80fd\u4f18\u5316<\/li>\n<li>\u4fdd\u6301\u826f\u597d\u7684\u6570\u636e\u5b89\u5168\u5b9e\u8df5<\/li>\n<\/ul>\n<h3>5. \u6545\u969c\u6392\u9664<\/h3>\n<ul>\n<li>\u68c0\u67e5\u65e5\u5fd7\u6587\u4ef6\u5b9a\u4f4d\u95ee\u9898<\/li>\n<li>\u786e\u8ba4\u914d\u7f6e\u53c2\u6570\u6b63\u786e\u6027<\/li>\n<li>\u53c2\u8003\u6587\u6863\u548c\u793e\u533a\u652f\u6301<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>DB-GPT\u662f\u4e00\u4e2a\u5f00\u6e90\u7684AI\u539f\u751f\u6570\u636e\u5e94\u7528\u5f00\u53d1\u6846\u67b6\uff0c\u91c7\u7528AWEL(Agentic Workflow Expression Language)\u548c\u667a\u80fd\u4f53\u6280\u672f\u6784\u5efa\u3002\u8be5\u9879\u76ee\u65e8\u5728\u5927\u6a21\u578b\u9886\u57df\u6784\u5efa\u57fa\u7840\u8bbe\u65bd\uff0c\u901a\u8fc7\u5f00\u53d1\u591a\u9879\u6280\u672f\u80fd\u529b\uff0c\u5305\u62ec\u591a\u6a21\u578b\u7ba1\u7406\u7cfb\u7edf(SMMF&#8230;<\/p>\n","protected":false},"author":1,"featured_media":60949,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,449,459],"tags":[230,244,243],"class_list":["post-16855","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-ai-data","category-rag-project","tag-aikaiyuanxiangmu","tag-aishujufenxi","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/16855","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=16855"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/16855\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/60949"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=16855"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=16855"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=16855"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}