{"id":13840,"date":"2024-11-23T19:44:14","date_gmt":"2024-11-23T11:44:14","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=13840"},"modified":"2025-07-14T01:17:36","modified_gmt":"2025-07-13T17:17:36","slug":"autoflow","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/autoflow\/","title":{"rendered":"AutoFlow\uff1a\u57fa\u4e8eGraphRAG\u7684\u5bf9\u8bdd\u5f0f\u77e5\u8bc6\u5e93\/\u7f51\u9875\u6df1\u5ea6\u641c\u7d22\u5de5\u5177\uff0c\u5bf9\u8bdd\u6846\u53ef\u96c6\u6210\u5230\u5176\u4ed6\u7f51\u7ad9"},"content":{"rendered":"<p>AutoFlow \u662f\u7531 PingCAP \u5f00\u53d1\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7 TiDB \u65e0\u670d\u52a1\u5668\u5411\u91cf\u5b58\u50a8\u6784\u5efa\u57fa\u4e8e\u56fe\u7684\u77e5\u8bc6\u5e93\u3002\u5b83\u96c6\u6210\u4e86 LlamaIndex \u548c DSPy \u6846\u67b6\uff0c\u652f\u6301\u590d\u6742\u7684\u5bf9\u8bdd\u641c\u7d22\u548c\u77e5\u8bc6\u56fe\u8c31\u7f16\u8f91\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684 JavaScript \u4ee3\u7801\u7247\u6bb5\u5c06\u5bf9\u8bdd\u641c\u7d22\u7a97\u53e3\u5d4c\u5165\u7f51\u7ad9\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<div id=\"attachment_13841\" style=\"width: 1008px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-13841\" class=\"wp-image-13841 size-full\" title=\"AutoFlow\uff1a\u57fa\u4e8e GraphRAG \u7684\u5bf9\u8bdd\u5f0f\u77e5\u8bc6\u5e93\u5de5\u5177\uff0c\u5185\u7f6e\u7f51\u9875\u722c\u866b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/a6fafe3f3a4a2ea.png\" alt=\"AutoFlow\uff1a\u57fa\u4e8e GraphRAG \u7684\u5bf9\u8bdd\u5f0f\u77e5\u8bc6\u5e93\u5de5\u5177\uff0c\u5185\u7f6e\u7f51\u9875\u722c\u866b-1\" width=\"998\" height=\"575\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/a6fafe3f3a4a2ea.png 998w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/a6fafe3f3a4a2ea-300x173.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/a6fafe3f3a4a2ea-768x442.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/a6fafe3f3a4a2ea-18x10.png 18w\" sizes=\"auto, (max-width: 998px) 100vw, 998px\" \/><p id=\"caption-attachment-13841\" class=\"wp-caption-text\">\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/tidb.ai\/<\/p><\/div>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-13842\" title=\"AutoFlow\uff1a\u57fa\u4e8e GraphRAG \u7684\u5bf9\u8bdd\u5f0f\u77e5\u8bc6\u5e93\u5de5\u5177\uff0c\u5185\u7f6e\u7f51\u9875\u722c\u866b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/56949982c9e8b92.png\" alt=\"AutoFlow\uff1a\u57fa\u4e8e GraphRAG \u7684\u5bf9\u8bdd\u5f0f\u77e5\u8bc6\u5e93\u5de5\u5177\uff0c\u5185\u7f6e\u7f51\u9875\u722c\u866b-1\" width=\"998\" height=\"575\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/56949982c9e8b92.png 998w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/56949982c9e8b92-300x173.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/56949982c9e8b92-768x442.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/56949982c9e8b92-18x10.png 18w\" sizes=\"auto, (max-width: 998px) 100vw, 998px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-13843\" title=\"AutoFlow\uff1a\u57fa\u4e8e GraphRAG \u7684\u5bf9\u8bdd\u5f0f\u77e5\u8bc6\u5e93\u5de5\u5177\uff0c\u5185\u7f6e\u7f51\u9875\u722c\u866b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/e6fdce5ce28553c.png\" alt=\"AutoFlow\uff1a\u57fa\u4e8e GraphRAG \u7684\u5bf9\u8bdd\u5f0f\u77e5\u8bc6\u5e93\u5de5\u5177\uff0c\u5185\u7f6e\u7f51\u9875\u722c\u866b-1\" width=\"1038\" height=\"532\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/e6fdce5ce28553c.png 1038w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/e6fdce5ce28553c-300x154.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/e6fdce5ce28553c-1024x525.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/e6fdce5ce28553c-768x394.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/e6fdce5ce28553c-18x9.png 18w\" sizes=\"auto, (max-width: 1038px) 100vw, 1038px\" \/><\/h2>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa<\/strong>\uff1a\u57fa\u4e8e TiDB \u5411\u91cf\u5b58\u50a8\uff0c\u652f\u6301\u77e5\u8bc6\u56fe\u8c31\u7684\u521b\u5efa\u548c\u7f16\u8f91\u3002<\/li>\n<li><strong>\u5bf9\u8bdd\u641c\u7d22<\/strong>\uff1a\u96c6\u6210 LlamaIndex \u548c DSPy \u6846\u67b6\uff0c\u63d0\u4f9b\u7c7b\u4f3c <a href=\"https:\/\/www.kdjingpai.com\/en\/perplexity-aizhiming\/\">Perplexity<\/a> \u7684\u5bf9\u8bdd\u641c\u7d22\u529f\u80fd\u3002<\/li>\n<li><strong>\u65e0\u670d\u52a1\u5668\u5b58\u50a8<\/strong>\uff1a\u5229\u7528 TiDB \u65e0\u670d\u52a1\u5668\u5411\u91cf\u5b58\u50a8\uff0c\u652f\u6301\u5927\u89c4\u6a21\u6570\u636e\u5b58\u50a8\u548c\u7ba1\u7406\u3002<\/li>\n<li><strong>\u5d4c\u5165\u5f0f\u641c\u7d22\u7a97\u53e3<\/strong>\uff1a\u901a\u8fc7 JavaScript \u4ee3\u7801\u7247\u6bb5\uff0c\u5c06\u5bf9\u8bdd\u641c\u7d22\u7a97\u53e3\u5d4c\u5165\u7f51\u7ad9\u3002<\/li>\n<li><strong>Docker \u90e8\u7f72<\/strong>\uff1a\u652f\u6301\u4f7f\u7528 Docker \u548c Docker Compose \u8fdb\u884c\u672c\u5730\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u548c\u90e8\u7f72<\/h3>\n<ol>\n<li><strong>\u672c\u5730\u90e8\u7f72<\/strong>\uff1a\n<ul>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5 Docker \u548c Docker Compose\u3002<\/li>\n<li>\u514b\u9686 AutoFlow \u4ed3\u5e93\uff1a<\/li>\n<\/ul>\n<pre><code> git clone https:\/\/github.com\/pingcap\/autoflow.git\r\n<\/code><\/pre>\n<ul>\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\u5e76\u542f\u52a8\u670d\u52a1\uff1a<\/li>\n<\/ul>\n<pre><code> cd autoflow\r\ndocker-compose up -d\r\n<\/code><\/pre>\n<ul>\n<li>\u8bbf\u95ee\u672c\u5730\u90e8\u7f72\u7684 AutoFlow \u5b9e\u4f8b\uff0c\u9ed8\u8ba4\u5730\u5740\u4e3a <code>http:\/\/localhost:3000<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5d4c\u5165\u5f0f\u641c\u7d22\u7a97\u53e3<\/strong>\uff1a\n<ul>\n<li>\u590d\u5236\u4ee5\u4e0b JavaScript \u4ee3\u7801\u7247\u6bb5\u5e76\u5d4c\u5165\u5230\u4f60\u7684\u7f51\u7ad9\uff1a <code>html<br \/>\n\u00a8K16K<br \/>\n<\/code><\/li>\n<li>\u8be5\u4ee3\u7801\u7247\u6bb5\u5c06\u5728\u7f51\u7ad9\u53f3\u4e0b\u89d2\u663e\u793a\u5bf9\u8bdd\u641c\u7d22\u7a97\u53e3\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u5728\u5176\u4e2d\u8fdb\u884c\u641c\u7d22\u548c\u4e92\u52a8\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa<\/strong>\uff1a\n<ul>\n<li>\u8bbf\u95ee AutoFlow \u7ba1\u7406\u754c\u9762\uff0c\u9009\u62e9\u201c\u77e5\u8bc6\u56fe\u8c31\u201d\u6a21\u5757\u3002<\/li>\n<li>\u4f7f\u7528\u5185\u7f6e\u7684\u7f16\u8f91\u5de5\u5177\u6dfb\u52a0\u3001\u4fee\u6539\u6216\u5220\u9664\u77e5\u8bc6\u8282\u70b9\u548c\u5173\u7cfb\u3002<\/li>\n<li>\u4fdd\u5b58\u66f4\u6539\u540e\uff0c\u77e5\u8bc6\u56fe\u8c31\u5c06\u81ea\u52a8\u66f4\u65b0\u5e76\u53ef\u7528\u4e8e\u5bf9\u8bdd\u641c\u7d22\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5bf9\u8bdd\u641c\u7d22<\/strong>\uff1a\n<ul>\n<li>\u5728\u5bf9\u8bdd\u641c\u7d22\u7a97\u53e3\u4e2d\u8f93\u5165\u67e5\u8be2\uff0c\u7cfb\u7edf\u5c06\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u548c\u5411\u91cf\u6570\u636e\u5e93\u63d0\u4f9b\u76f8\u5173\u7b54\u6848\u3002<\/li>\n<li>\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5bf9\u8bdd\u8fdb\u4e00\u6b65\u7ec6\u5316\u67e5\u8be2\uff0c\u83b7\u53d6\u66f4\u7cbe\u786e\u7684\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u65e0\u670d\u52a1\u5668\u5b58\u50a8\u7ba1\u7406<\/strong>\uff1a\n<ul>\n<li>\u8bbf\u95ee TiDB \u7ba1\u7406\u754c\u9762\uff0c\u67e5\u770b\u548c\u7ba1\u7406\u5b58\u50a8\u7684\u6570\u636e\u3002<\/li>\n<li>\u652f\u6301\u6570\u636e\u7684\u5bfc\u5165\u3001\u5bfc\u51fa\u548c\u5907\u4efd\uff0c\u786e\u4fdd\u6570\u636e\u5b89\u5168\u548c\u9ad8\u53ef\u7528\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ul>\n<li><strong>\u6dfb\u52a0\u77e5\u8bc6\u8282\u70b9<\/strong>\uff1a\n<ol>\n<li>\u70b9\u51fb\u201c\u6dfb\u52a0\u8282\u70b9\u201d\u6309\u94ae\u3002<\/li>\n<li>\u8f93\u5165\u8282\u70b9\u540d\u79f0\u548c\u63cf\u8ff0\uff0c\u9009\u62e9\u8282\u70b9\u7c7b\u578b\u3002<\/li>\n<li>\u4fdd\u5b58\u8282\u70b9\uff0c\u7cfb\u7edf\u5c06\u81ea\u52a8\u66f4\u65b0\u77e5\u8bc6\u56fe\u8c31\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u7f16\u8f91\u77e5\u8bc6\u5173\u7cfb<\/strong>\uff1a\n<ol>\n<li>\u9009\u62e9\u4e24\u4e2a\u8282\u70b9\uff0c\u70b9\u51fb\u201c\u6dfb\u52a0\u5173\u7cfb\u201d\u6309\u94ae\u3002<\/li>\n<li>\u8f93\u5165\u5173\u7cfb\u63cf\u8ff0\uff0c\u9009\u62e9\u5173\u7cfb\u7c7b\u578b\u3002<\/li>\n<li>\u4fdd\u5b58\u5173\u7cfb\uff0c\u77e5\u8bc6\u56fe\u8c31\u5c06\u81ea\u52a8\u66f4\u65b0\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u5bf9\u8bdd\u641c\u7d22\u4f7f\u7528<\/strong>\uff1a\n<ol>\n<li>\u5728\u641c\u7d22\u7a97\u53e3\u4e2d\u8f93\u5165\u95ee\u9898\uff0c\u4f8b\u5982\u201c\u4ec0\u4e48\u662f AutoFlow\uff1f\u201d\u3002<\/li>\n<li>\u7cfb\u7edf\u5c06\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u63d0\u4f9b\u7b54\u6848\uff0c\u5e76\u663e\u793a\u76f8\u5173\u8282\u70b9\u548c\u5173\u7cfb\u3002<\/li>\n<li>\u7528\u6237\u53ef\u4ee5\u70b9\u51fb\u8282\u70b9\u67e5\u770b\u8be6\u7ec6\u4fe1\u606f\uff0c\u6216\u7ee7\u7eed\u63d0\u95ee\u83b7\u53d6\u66f4\u591a\u4fe1\u606f\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AutoFlow \u662f\u7531 PingCAP \u5f00\u53d1\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7 TiDB \u65e0\u670d\u52a1\u5668\u5411\u91cf\u5b58\u50a8\u6784\u5efa\u57fa\u4e8e\u56fe\u7684\u77e5\u8bc6\u5e93\u3002\u5b83\u96c6\u6210\u4e86 LlamaIndex \u548c DSPy \u6846\u67b6\uff0c\u652f\u6301\u590d\u6742\u7684\u5bf9\u8bdd\u641c\u7d22\u548c\u77e5\u8bc6\u56fe\u8c31\u7f16\u8f91\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684 JavaScript &#8230;<\/p>\n","protected":false},"author":1,"featured_media":61285,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,459,455],"tags":[376,230,260,243],"class_list":["post-13840","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-rag-project","category-knowledge-base","tag-aikefujiqiren","tag-aikaiyuanxiangmu","tag-zhishitupu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/13840","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=13840"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/13840\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/61285"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=13840"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=13840"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=13840"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}