{"id":8216,"date":"2025-02-10T10:45:17","date_gmt":"2025-02-10T02:45:17","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=8216"},"modified":"2025-02-10T10:46:06","modified_gmt":"2025-02-10T02:46:06","slug":"%e7%9f%a5%e8%ad%98%e5%9c%96%e8%ad%9c%e8%88%87-graphrag%ef%bc%9a%e9%96%8b%e5%95%9f%e7%94%9f%e6%88%90%e5%bc%8f-ai-%e8%88%87%e9%87%91%e8%9e%8d%e5%88%86%e6%9e%90%e6%96%b0%e6%99%82%e4%bb%a3%ef%bc%81","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=8216","title":{"rendered":"\u77e5\u8b58\u5716\u8b5c\u8207 GraphRAG\uff1a\u958b\u555f\u751f\u6210\u5f0f AI \u8207\u91d1\u878d\u5206\u6790\u65b0\u6642\u4ee3\uff01"},"content":{"rendered":"\n<p>2025.02.22 (\u516d) 14:00 &#8211; 17:00 <\/p>\n\n\n\n<p>\u5728\u7576\u524d\u6578\u64da\u9a45\u52d5\u7684\u6642\u4ee3\uff0c\u5982\u4f55\u5c07\u5206\u6563\u7684\u8cc7\u8a0a\u8f49\u5316\u70ba\u6709\u50f9\u503c\u7684\u77e5\u8b58\uff0c\u5df2\u6210\u70ba\u6bcf\u500b\u4f01\u696d\u8207\u500b\u4eba\u9762\u81e8\u7684\u95dc\u9375\u6311\u6230\u3002\u77e5\u8b58\u5716\u8b5c\uff08Knowledge Graph\uff09\u4f5c\u70ba\u7d50\u69cb\u5316\u6578\u64da\u6574\u5408\u7684\u6838\u5fc3\u6280\u8853\uff0c\u6b63\u5ee3\u6cdb\u61c9\u7528\u65bc\u641c\u7d22\u5f15\u64ce\u3001\u63a8\u85a6\u7cfb\u7d71\u3001\u91d1\u878d\u5206\u6790\u7b49\u9818\u57df\uff0c\u5e36\u4f86\u4e86\u7121\u6578\u53ef\u80fd\u3002\u800c GraphRAG \u6280\u8853\u7684\u51fa\u73fe\uff0c\u66f4\u662f\u8b93\u751f\u6210\u5f0f AI \u8de8\u8d8a\u4e86\u6e96\u78ba\u6027\u8207\u4e0a\u4e0b\u6587\u7406\u89e3\u7684\u9650\u5236\uff0c\u70ba\u672a\u4f86\u7684\u667a\u80fd\u61c9\u7528\u92ea\u5e73\u4e86\u9053\u8def\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u7dda\u4e0a\u6d3b\u52d5<\/h4>\n\n\n\n<p>\u6b64\u70ba\u7dda\u4e0a\u6d3b\u52d5\uff0c\u4e0d\u53d7\u5730\u9ede\u9650\u5236\uff0c\u8f15\u9b06\u4eab\u53d7\u6d3b\u52d5\u6a02\u8da3\uff01<\/p>\n\n\n\n<p>\u672c\u6d3b\u52d5\u5c07\u65bc Google Meet \u76f4\u64ad<\/p>\n\n\n\n<p>\u6d3b\u52d5\u7c21\u4ecb<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"http:\/\/cumatrixfile.cupoy.com\/0000019426F822D2000000016375706F795F72656C6561736553747564794576656E74\/1723119872266\/large\" alt=\"2149151162.jpg\"\/><\/figure>\n<\/div>\n\n\n<p><strong>\u77e5\u8b58\u5716\u8b5c\uff08Knowledge Graph\uff09<\/strong>&nbsp;\u662f\u4e00\u7a2e\u80fd\u5c07\u5206\u6563\u7684\u6578\u64da\u7d50\u69cb\u5316\u7684\u6280\u8853\uff0c\u5176\u6838\u5fc3\u662f\u901a\u904e\u7bc0\u9ede\uff08\u5be6\u9ad4\uff09\u3001\u908a\uff08\u95dc\u4fc2\uff09\u4ee5\u53ca\u5c6c\u6027\u4f86\u8868\u9054\u73fe\u5be6\u4e16\u754c\u4e2d\u7684\u77e5\u8b58\u3002\u9019\u7a2e\u6280\u8853\u6700\u65e9\u7531 Google \u5728 2012 \u5e74\u5f15\u5165\uff0c\u7528\u65bc\u589e\u5f37\u641c\u5c0b\u7d50\u679c\u7684\u6e96\u78ba\u6027\u8207\u8c50\u5bcc\u6027\uff0c\u4e26\u8fc5\u901f\u6210\u70ba\u8a31\u591a\u7522\u696d\u4e2d\u8655\u7406\u5927\u898f\u6a21\u6578\u64da\u7684\u91cd\u8981\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u77e5\u8b58\u5716\u8b5c\u7684\u6838\u5fc3\u50f9\u503c<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u8cc7\u6599\u6574\u5408\u8207\u8a9e\u7fa9\u95dc\u806f<\/h3>\n\n\n\n<p>\u6574\u5408\u7d50\u69cb\u5316\u548c\u975e\u7d50\u69cb\u5316\u6578\u64da\uff0c\u900f\u904e\u8a9e\u7fa9\u95dc\u806f\u8f49\u5316\u70ba\u6709\u610f\u7fa9\u7684\u77e5\u8b58\u7db2\u7d61\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u63d0\u5347\u8cc7\u6599\u53ef\u7528\u6027<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8a9e\u7fa9\u67e5\u8a62<\/strong>\uff1a\u4ee5\u81ea\u7136\u8a9e\u8a00\u9032\u884c\u554f\u984c\u67e5\u8a62\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u52d5\u63a8\u7406<\/strong>\uff1a\u57fa\u65bc\u5df2\u77e5\u77e5\u8b58\u751f\u6210\u65b0\u7d50\u8ad6\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u591a\u9818\u57df\u61c9\u7528<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u91d1\u878d<\/strong>\uff1a\u6295\u8cc7\u7db2\u7d61\u5206\u6790\u3001\u98a8\u96aa\u63a7\u5236\u3001\u53cd\u6b3a\u8a50<\/li>\n\n\n\n<li><strong>\u91ab\u7642<\/strong>\uff1a\u75be\u75c5\u95dc\u806f\u5206\u6790\u3001\u91ab\u5b78\u6587\u737b\u6aa2\u7d22<\/li>\n\n\n\n<li><strong>\u667a\u6167\u57ce\u5e02<\/strong>\uff1a\u4ea4\u901a\u7ba1\u7406\u3001\u8cc7\u6e90\u8abf\u5ea6<\/li>\n\n\n\n<li><strong>\u96fb\u5546\u8207\u63a8\u85a6\u7cfb\u7d71<\/strong>\uff1a\u7522\u54c1\u63a8\u85a6\u3001\u7528\u6236\u500b\u6027\u5316\u670d\u52d9<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5716\u8b5c\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u7d50\u5408<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"320\" src=\"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-1.png?resize=640%2C320&#038;ssl=1\" alt=\"\" class=\"wp-image-8218\" srcset=\"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-1.png?resize=840%2C420&amp;ssl=1 840w, https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-1.png?resize=660%2C330&amp;ssl=1 660w, https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-1.png?resize=768%2C384&amp;ssl=1 768w, https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-1.png?w=1408&amp;ssl=1 1408w, https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-1.png?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>\u5716\u8b5c\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u7d50\u5408<\/strong><\/p>\n\n\n\n<p>\u751f\u6210\u5f0f AI\uff08\u5982 ChatGPT\u3001GPT-4\uff09\u5df2\u6210\u70ba\u4eba\u5de5\u667a\u6167\u9818\u57df\u7684\u95dc\u9375\u6280\u8853\uff0c\u4f46\u4ecd\u9762\u81e8\u6311\u6230\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e7b\u89ba\u554f\u984c<\/strong>\uff1a\u751f\u6210\u932f\u8aa4\u6216\u4e0d\u6e96\u78ba\u7684\u5167\u5bb9<\/li>\n\n\n\n<li><strong>\u4e0a\u4e0b\u6587\u7406\u89e3\u9650\u5236<\/strong>\uff1a\u7121\u6cd5\u6df1\u5165\u7406\u89e3\u6578\u64da\u9593\u7684\u8907\u96dc\u95dc\u806f<\/li>\n\n\n\n<li><strong>GraphRAG\uff08Graph Retrieval-Augmented Generation\uff09<\/strong>&nbsp;\u6280\u8853\u5c07\u77e5\u8b58\u5716\u8b5c\u8207\u751f\u6210\u5f0f AI \u7d50\u5408\uff0c\u63d0\u4f9b\u6709\u6548\u89e3\u6c7a\u65b9\u6848<\/li>\n\n\n\n<li><strong>\u77e5\u8b58\u6aa2\u7d22\u589e\u5f37<\/strong>\uff1a\u5f9e\u7d50\u69cb\u5316\u6578\u64da\u4e2d\u6aa2\u7d22\u76f8\u95dc\u8cc7\u8a0a\uff0c\u4f5c\u70ba\u8a9e\u8a00\u6a21\u578b\u7684\u4e0a\u4e0b\u6587<\/li>\n\n\n\n<li><strong>\u8a9e\u8a00\u751f\u6210\u5f37\u5316<\/strong>\uff1a\u5c07\u6aa2\u7d22\u7d50\u679c\u5d4c\u5165\u751f\u6210\u5f0f\u6a21\u578b\uff0c\u751f\u6210\u66f4\u6e96\u78ba\u7684\u5167\u5bb9<\/li>\n<\/ul>\n\n\n\n<p><strong>GraphRAG \u7684\u61c9\u7528\u5834\u666f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u554f\u7b54\u7cfb\u7d71<\/strong><br>\u57fa\u65bc\u77e5\u8b58\u5716\u8b5c\u751f\u6210\u6e96\u78ba\u7684\u56de\u7b54\uff0c\u5ee3\u6cdb\u61c9\u7528\u65bc\u91ab\u7642\u3001\u6cd5\u5f8b\u7b49\u9818\u57df\u3002<\/li>\n\n\n\n<li><strong>\u77e5\u8b58\u63a2\u7d22\u8207\u7814\u7a76<\/strong><br>\u63d0\u53d6\u5b78\u8853\u6587\u737b\u4e2d\u7684\u7814\u7a76\u95dc\u806f\uff0c\u69cb\u5efa\u5b78\u8853\u77e5\u8b58\u5716\u8b5c\u8207\u6458\u8981\u3002<\/li>\n\n\n\n<li><strong>\u500b\u6027\u5316\u63a8\u85a6<\/strong><br>\u7d50\u5408\u77e5\u8b58\u5716\u8b5c\u8207\u751f\u6210\u5f0f AI\uff0c\u70ba\u7528\u6236\u63d0\u4f9b\u500b\u6027\u5316\u63a8\u85a6\u3002<\/li>\n\n\n\n<li><strong>\u91d1\u878d\u5206\u6790<\/strong>\u3000<br>\u5206\u6790\u516c\u53f8\u9593\u7684\u6295\u8cc7\u95dc\u4fc2\u7db2\u7d61\uff0c\u751f\u6210\u6295\u8cc7\u5831\u544a\u6216\u6578\u64da\u6d1e\u5bdf\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>GraphRAG \u7684\u6280\u8853\u512a\u52e2<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6e96\u78ba\u6027<\/strong>\uff1a\u89e3\u6c7a\u751f\u6210\u5f0f\u6a21\u578b\u7684\u5e7b\u89ba\u554f\u984c<\/li>\n\n\n\n<li><strong>\u53ef\u89e3\u91cb\u6027<\/strong>\uff1a\u751f\u6210\u5167\u5bb9\u53ef\u8ffd\u6eaf\u81f3\u5177\u9ad4\u7684\u77e5\u8b58\u4f86\u6e90<\/li>\n\n\n\n<li><strong>\u9748\u6d3b\u6027<\/strong>\uff1a\u9069\u7528\u65bc\u591a\u9818\u57df\u7684\u8907\u96dc\u77e5\u8b58\u5834\u666f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u70ba\u4f55\u9078\u64c7\u9019\u9580\u8ab2\u7a0b<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"396\" src=\"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-2.png?resize=640%2C396&#038;ssl=1\" alt=\"\" class=\"wp-image-8219\" srcset=\"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-2.png?w=659&amp;ssl=1 659w, https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/02\/image-2.png?resize=590%2C365&amp;ssl=1 590w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>\u25cf \u8ab2\u7a0b\u5167\u5bb9\u6982\u8ff0\uff1a<\/strong><br>\u6df1\u5165\u63a2\u7d22\u77e5\u8b58\u5716\u8b5c\u8207 GraphRAG \u7684\u61c9\u7528\u3002<\/p>\n\n\n\n<p><strong>\u25cf \u77e5\u8b58\u5716\u8b5c\u5b78\u7fd2\uff1a<\/strong><br>\u6559\u6388\u77e5\u8b58\u5716\u8b5c\u7684\u5efa\u69cb\u8207\u7ba1\u7406\u3002<\/p>\n\n\n\n<p><strong>\u25cf GraphRAG \u61c9\u7528\uff1a<\/strong><br>\u805a\u7126\u65bc GraphRAG \u7684\u5be6\u969b\u61c9\u7528\u5834\u666f\u3002<\/p>\n\n\n\n<p><strong>\u25cf \u8ca1\u52d9\u91d1\u878d\u77e5\u8b58\u5716\u8b5c\uff1a<\/strong><br>\u69cb\u5efa\u8ca1\u52d9\u91d1\u878d\u9818\u57df\u7684\u77e5\u8b58\u5716\u8b5c\u3002<\/p>\n\n\n\n<p><strong>\u25cf \u8ab2\u7a0b\u7279\u8272\uff1a<\/strong><br>\u7d50\u5408\u7406\u8ad6\u8207\u5be6\u8e10\u7684\u5168\u80fd\u578b\u8ab2\u7a0b\u3002<a href=\"https:\/\/www.accupass.com\/organizer\/detail\/1810010706389055241000\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6d3b\u52d5\u5609\u8cd3<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/static.accupass.com\/visitant\/2501170734241590482969.jpg?w=640&#038;ssl=1\" alt=\"\u738b\u5065\u5b89\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\">\u738b\u5065\u5b89<\/p>\n\n\n\n<p>\u8cc7\u6599\u4f86\u6e90:\u3000<a href=\"https:\/\/www.accupass.com\/event\/2501150435251540840321?utm_source=web&amp;utm_medium=search_result_ai&amp;utm_campaign=accu_e_\">https:\/\/www.accupass.com\/event\/2501150435251540840321?utm_source=web&amp;utm_medium=search_result_ai&amp;utm_campaign=accu_e_<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2025.02.22 (\u516d) 14:00 &#8211; 17:00 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