{"id":3269,"date":"2024-07-22T03:11:36","date_gmt":"2024-07-21T19:11:36","guid":{"rendered":"https:\/\/infernews.com\/?p=3269"},"modified":"2024-07-22T03:11:38","modified_gmt":"2024-07-21T19:11:38","slug":"%e4%b8%89%e5%88%86%e9%90%98%e7%82%bagraphrag%e5%af%a6%e7%8f%be3d%e7%9f%a5%e8%ad%98%e5%9c%96%e8%ad%9c","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/%e4%b8%89%e5%88%86%e9%90%98%e7%82%bagraphrag%e5%af%a6%e7%8f%be3d%e7%9f%a5%e8%ad%98%e5%9c%96%e8%ad%9c\/","title":{"rendered":"\u4e09\u5206\u9418\u70baGraphRAG\u5be6\u73fe3D\u77e5\u8b58\u5716\u8b5c"},"content":{"rendered":"<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\ud83d\udd25\u4e09\u5206\u949f\u4e3aGraphRAG\u5b9e\u73b03D\u77e5\u8bc6\u56fe\u8c31\uff01\u4eceParquet\u52303D\u53ef\u89c6\u5316\uff0c\u7528Python\u6253\u90203D\u77e5\u8bc6\u56fe\u8c31\uff1aNetworkX\u4e0ePlotly\u7684\u5b8c\u7f8e\u7ed3\u5408 #graphrag #rag #\u77e5\u8bc6\u56fe\u8c31 #ai\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_JkKTUu1g0cc\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FJkKTUu1g0cc%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/JkKTUu1g0cc\" \/><meta itemprop=\"duration\" content=\"PT6M24S\" \/><meta itemprop=\"uploadDate\" content=\"2024-07-18T08:51:08Z\" \/><\/div><div id=\"lyte_JkKTUu1g0cc\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FJkKTUu1g0cc%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\ud83d\udd25\u4e09\u5206\u949f\u4e3aGraphRAG\u5b9e\u73b03D\u77e5\u8bc6\u56fe\u8c31\uff01\u4eceParquet\u52303D\u53ef\u89c6\u5316\uff0c\u7528Python\u6253\u90203D\u77e5\u8bc6\u56fe\u8c31\uff1aNetworkX\u4e0ePlotly\u7684\u5b8c\u7f8e\u7ed3\u5408 #graphrag #rag #\u77e5\u8bc6\u56fe\u8c31 #ai<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/JkKTUu1g0cc\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FJkKTUu1g0cc%2F0.jpg\" alt=\"\ud83d\udd25\u4e09\u5206\u949f\u4e3aGraphRAG\u5b9e\u73b03D\u77e5\u8bc6\u56fe\u8c31\uff01\u4eceParquet\u52303D\u53ef\u89c6\u5316\uff0c\u7528Python\u6253\u90203D\u77e5\u8bc6\u56fe\u8c31\uff1aNetworkX\u4e0ePlotly\u7684\u5b8c\u7f8e\u7ed3\u5408 #graphrag #rag #\u77e5\u8bc6\u56fe\u8c31 #ai\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udd25\ud83d\udd25\ud83d\udd25\u672c\u89c6\u9891\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528Python\u5b9e\u73b0GraphRAG\u76843D\u77e5\u8bc6\u56fe\u8c31\u53ef\u89c6\u5316\u3002\u4e3b\u8981\u5185\u5bb9\u5305\u62ec\uff1a 1\ufe0f\u20e3\u6f14\u793a\u4e86\u57fa\u4e8eNetworkX\u548cPlotly\u5b9e\u73b0\u76843D\u77e5\u8bc6\u56fe\u8c31\uff0c\u5305\u62ec\u7b80\u5316\u7248\u548c\u529f\u80fd\u5b8c\u5584\u7248\u3002 2\ufe0f\u20e3\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u77e5\u8bc6\u56fe\u8c31\u7684\u4ea4\u4e92\u529f\u80fd\uff0c\u5982360\u5ea6\u65cb\u8f6c\u3001\u8282\u70b9\u5927\u5c0f\u8c03\u8282\u3001\u5b9e\u4f53\u5173\u7cfb\u663e\u793a\u7b49\u3002 3\ufe0f\u20e3\u89e3\u91ca\u4e86\u77e5\u8bc6\u56fe\u8c31\u7684\u5b9e\u73b0\u6d41\u7a0b\uff1a\u4ece\u8bfb\u53d6Parquet\u6587\u4ef6\uff0c\u901a\u8fc7pandas\u5904\u7406\u62104\ufe0f\u20e3DataFrame\uff0c\u518d\u7528NetworkX\u521b\u5efa\u56fe\u7ed3\u6784\uff0c\u6700\u540e\u4f7f\u7528Plotly\u8fdb\u884c\u53ef\u89c6\u5316\u3002 5\ufe0f\u20e3\u4ecb\u7ecd\u4e86\u9879\u76ee\u4e2d\u4f7f\u7528\u7684\u5173\u952e\u6280\u672f\uff1a 1.Parquet\u6587\u4ef6\uff1a\u4e00\u79cd\u9ad8\u6548\u7684\u5217\u5f0f\u5b58\u50a8\u683c\u5f0f 2.NetworkX\uff1a\u7528\u4e8e\u590d\u6742\u7f51\u7edc\u5206\u6790\u7684Python\u5e93 3.Plotly\uff1a\u7528\u4e8e\u521b\u5efa\u4ea4\u4e92\u5f0f\u56fe\u8868\u7684Python\u5e93 6\ufe0f\u20e3\u8be6\u7ec6\u8bb2\u89e3\u4e86Python\u4ee3\u7801\u5b9e\u73b0\uff0c\u5305\u62ec\u91cd\u8981\u51fd\u6570\u5982\uff1a 1.\u8bfb\u53d6\u548c\u6e05\u7406Parquet\u6587\u4ef6 2.\u521b\u5efa\u77e5\u8bc6\u56fe\u8c31 3.\u751f\u62103D\u8282\u70b9\u548c\u8fb9\u7684\u8f68\u8ff9 4.\u521b\u5efa\u8282\u70b9\u5ea6\u5206\u5e03\u76f4\u65b9\u56fe\u548c\u4e2d\u5fc3\u6027\u5206\u5e03\u7bb1\u7ebf\u56fe 7\ufe0f\u20e3\u6f14\u793a\u4e86\u5982\u4f55\u8fd0\u884c\u811a\u672c\u53ca\u5982\u4f55\u5c06\u53ef\u89c6\u5316\u7ed3\u679c\u4fdd\u5b58\u4e3aPNG\u56fe\u50cf\u3002 \u9879\u76ee\u57fa\u4e8e\u4e4b\u524d\u521b\u5efa\u7684GraphRAG\u7d22\u5f15\uff0c\u4f7f\u7528inputs\/artifacts\u6587\u4ef6\u5939\u4e0b\u7684Parquet\u6587\u4ef6\u3002 \ud83d\udc49\ud83d\udc49\ud83d\udc49\u89c6\u9891\u4e2d\u6240\u7528\u5230\u7684\u4ee3\u7801 https:\/\/blog.stoeng.site\/20240718.html \ud83d\udc49\ud83d\udc49\ud83d\udc49\u6211\u7684\u5f00\u6e90\u9879\u76ee https:\/\/github.com\/win4r\/AISuperDomain \ud83d\udc49\ud83d\udc49\ud83d\udc49\u6211\u7684\u5f00\u6e90\u9879\u76ee https:\/\/github.com\/win4r\/GraphRAG4OpenWebUI \ud83d\udc49\ud83d\udc49\ud83d\udc49\u8d5e\u8d4f\u4e00\u4e0b https:\/\/ko-fi.com\/aila \ud83d\udd25\ud83d\udd25\ud83d\udd25YouTube\u65f6\u95f4\u6233: 0:00 \u4ecb\u7ecd3D\u77e5\u8bc6\u56fe\u8c31\u5b9e\u73b0 0:24 \u5c55\u793a\u7b80\u5316\u7248\u548c\u5b8c\u5584\u7248\u77e5\u8bc6\u56fe\u8c31 0:40 \u6f14\u793a\u77e5\u8bc6\u56fe\u8c31\u7684\u529f\u80fd\u548c\u4ea4\u4e92 1:28 \u4ecb\u7ecd\u77e5\u8bc6\u56fe\u8c31\u7684\u5b9e\u73b0\u80cc\u666f 2:03 \u89e3\u91ca\u77e5\u8bc6\u56fe\u8c31\u7684\u5b9e\u73b0\u6d41\u7a0b 2:47 \u4ecb\u7ecd\u9879\u76ee\u4f7f\u7528\u7684\u6280\u672f:Parquet\u6587\u4ef6 3:35 \u4ecb\u7ecdNetworkX\u5e93 3:56 \u4ecb\u7ecdPlotly\u5e93 4:12 \u8bb2\u89e3Python\u4ee3\u7801\u5b9e\u73b0 4:34 \u89e3\u91ca\u4e3b\u8981\u51fd\u6570\u529f\u80fd 5:25 \u5c55\u793a\u9879\u76ee\u6587\u4ef6\u7ed3\u6784 5:41 \u6f14\u793a\u5982\u4f55\u8fd0\u884c\u811a\u672c 5:55 \u5c55\u793a\u4fdd\u5b58\u4e3aPNG\u56fe\u50cf\u529f\u80fd 6:11 \u603b\u7ed3\u548c\u7ed3\u8bed\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[109,27],"tags":[],"class_list":["post-3269","post","type-post","status-publish","format-standard","hentry","category-rag","category-paper"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3269","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=3269"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3269\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=3269"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=3269"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=3269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}