{"id":7632,"date":"2024-08-19T12:09:39","date_gmt":"2024-08-19T04:09:39","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=7632"},"modified":"2024-12-13T21:15:06","modified_gmt":"2024-12-13T13:15:06","slug":"ai-%e6%87%89%e7%94%a8-%e7%94%a8-notion-%e4%be%86%e5%81%9a-rag-%e8%b3%87%e6%96%99%e5%ba%ab","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=7632","title":{"rendered":"[ AI \u61c9\u7528 ] \u7528 Notion \u4f86\u505a RAG \u8cc7\u6599\u5eab"},"content":{"rendered":"\n<p>2024-08-19 | Simon Liu<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"29f5\">Notion \u4ecb\u7d39<\/h1>\n\n\n\n<p id=\"8aa0\">Notion \u662f\u4e00\u500b\u529f\u80fd\u5f37\u5927\u7684\u751f\u7522\u529b\u5de5\u5177\uff0c\u7d50\u5408\u4e86\u7b46\u8a18\u3001\u6587\u4ef6\u7ba1\u7406\u3001\u77e5\u8b58\u5eab\u7b49\u591a\u7a2e\u529f\u80fd\uff0c\u975e\u5e38\u9069\u5408\u7d66\u500b\u4eba\u4f7f\u7528\u548c\u5718\u968a\u7684\u5354\u4f5c\u9700\u6c42\u3002\u5b83\u4ee5\u5176\u9ad8\u5ea6\u9748\u6d3b\u7684\u754c\u9762\u548c\u6a21\u7d44\u5316\u8a2d\u8a08\u8457\u7a31\uff0c\u7528\u6236\u53ef\u4ee5\u6839\u64da\u81ea\u5df1\u7684\u9700\u6c42\u4f86\u8a02\u88fd\u5de5\u4f5c\u7a7a\u9593\uff0c\u4e26\u5275\u5efa\u7b26\u5408\u7279\u5b9a\u7528\u9014\u7684\u9801\u9762\u548c\u6578\u64da\u5eab\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/miro.medium.com\/v2\/resize%3Afit%3A700\/1%2AzP7bU2JdYJxIN4yxkPLtrw.png?w=640&#038;ssl=1\" alt=\"\"\/><figcaption class=\"wp-element-caption\">Notion \u9801\u9762<\/figcaption><\/figure>\n<\/div>\n\n\n<p id=\"49e6\">\u800c\u5728\u65e5\u524d Notion \u4e5f\u516c\u4f48\u4e2d\u6587\u7248\u4e0a\u7dda\u4e86\uff0c\u5176\u4e2d\u4e0d\u8ad6\u662f\u7db2\u9801\u3001App \u90fd\u80fd\u4f7f\u7528\uff0c\u73fe\u5728\u53ea\u8981\u5229\u7528\u700f\u89bd\u5668\u6253\u958b Notion\uff0c\u767b\u5165\u5e33\u865f\u5f8c\u61c9\u8a72\u5c31\u6703\u767c\u73fe\u6574\u500b\u4ecb\u9762\u90fd\u5df2\u7d93\u6539\u7528\u7e41\u9ad4\u4e2d\u6587\u5448\u73fe\uff0c\u5305\u542b\u5b98\u65b9\u7684\u8aaa\u660e\u6587\u4ef6\u4e5f\u90fd\u5168\u9762\u4e2d\u6587\u5316\u4e86\uff0c\u5982\u679c\u6c92\u6709\uff0c\u4e5f\u53ea\u8981\u5230\u5074\u908a\u6b04\u7684\u300cSettings &amp; members\u300d\uff1e\u300cLanguage &amp; region\u300d\u5373\u53ef\u5728\u4e0b\u62c9\u9078\u55ae\u4e2d\u9078\u64c7\u300c\u7e41\u9ad4\u4e2d\u6587\u300d\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"441f\">RAG \u662f\u4ec0\u9ebc\uff1f<\/h1>\n\n\n\n<p id=\"c069\">\u5176\u5be6\u6211\u6709\u5beb\u4e86\u4e00\u7bc7 RAG \u7684\u91cd\u9ede\u6574\u7406\uff0c\u7c21\u55ae\u4e00\u53e5\u8a71\u5c31\u662f\u7ffb\u8b6f\u4eba\u985e\u7684\u8a9e\u8a00\u8b8a\u6210\u6a5f\u5668\u7684\u8a9e\u8a00\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/blog.infuseai.io\/rag-retrieval-augmented-generation-introduction-a5854cb6393e?source=post_page-----02a33cf07c38--------------------------------\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"863e\">\u90fd\u6709 Notion AI \u4e86\uff0c\u70ba\u4f55\u8981\u81ea\u5df1\u505a RAG \u5462\uff1f<\/h1>\n\n\n\n<p id=\"d742\">Notion AI \u662f Notion \u5b98\u65b9\u63a8\u51fa\u7684\u4e00\u9805 AI \u670d\u52d9\uff0c\u65e8\u5728\u900f\u904e\u4eba\u5de5\u667a\u6167\u5e6b\u52a9\u4f7f\u7528\u8005\u64b0\u5beb\u7b46\u8a18\u548c\u6587\u4ef6\u7684\u5167\u5bb9\u3002\u5728\u5be6\u969b\u6e2c\u8a66\u5f8c\uff0c\u767c\u73fe\u5b83\u5177\u6709\u5e7e\u500b\u5be6\u7528\u4e14\u6709\u8da3\u7684\u529f\u80fd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u80fd\u5920\u751f\u6210\u4e2d\u6587\u5167\u5bb9\uff0c\u4e26\u4e14\u80fd\u7406\u89e3\u4e2d\u6587\u554f\u984c\uff0c\u9019\u5c0d\u65bc\u53f0\u7063\u4f7f\u7528\u8005\u975e\u5e38\u53cb\u597d\u548c\u5be6\u7528\u3002<\/li>\n\n\n\n<li>\u53ef\u4ee5\u6839\u64da\u4e0d\u540c\u7684\u9700\u6c42\uff0c\u5982\u6703\u8b70\u8a18\u9304\u3001\u7c21\u5831\u5831\u544a\u3001\u4efb\u52d9\u8a08\u756b\u3001\u5ba3\u50b3\u6587\u6848\u7b49\uff0c\u64b0\u5beb\u76f8\u61c9\u683c\u5f0f\u7684\u5167\u5bb9\u3002<\/li>\n\n\n\n<li>\u751f\u6210\u7684\u5167\u5bb9\u5177\u5099\u57fa\u672c\u7684\u91cd\u9ede\u548c\u6d41\u66a2\u6027\uff0c\u975e\u5e38\u9069\u5408\u7528\u4f86\u6fc0\u767c\u60f3\u6cd5\u6216\u4f5c\u70ba\u8349\u7a3f\u6e96\u5099\u7684\u57fa\u790e\u3002<\/li>\n<\/ul>\n\n\n\n<p id=\"ebd4\">\u4f46\u662f\uff0c\u7576\u4eca\u5929\u9019\u4e9b\u7b46\u8a18\u6216\u8005\u6703\u8b70\u8a18\u9304\u5b8c\u6210\u5f8c\uff0c\u4f60\u5c31\u6703\u767c\u73fe\u9019\u4e9b\u8cc7\u8a0a\u5c31\u53ea\u6703\u64fa\u5728\u90a3\u908a\u5c31\u4e0d\u4f7f\u7528\u4e86\uff0c\u90a3\u5982\u679c\u6211\u8981\u641c\u5c0b\u88e1\u9762\u7684\u77e5\u8b58\uff0c\u5176\u5be6\u4e5f\u662f\u8981\u8cbb\u4e00\u4e9b\u6642\u9593\u624d\u80fd\u5920\u5b8c\u6210\uff0c\u800c\u4e14\u5e38\u5e38\u5728\u5de5\u4f5c\u4e0a\uff0c\u4f60\u6703\u4f7f\u7528\u7684\u662f Slack, line, telegram\uff0c\u4e5f\u56e0\u6b64\uff0c\u6574\u5408\u9019\u4e9b\u77e5\u8b58\u8207\u8cc7\u8a0a\uff0c\u4e26\u4e14\u8b93\u793e\u7fa4\u6e9d\u901a\u8edf\u9ad4\u53ef\u4ee5\u4f7f\u7528\uff0c\u6216\u8a31\u662f\u4e00\u500b\u5f88\u597d\u7684\u89e3\u6c7a\u65b9\u5f0f<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"ec75\">Notion2RAG \u6574\u9ad4\u67b6\u69cb\u601d\u8003\u65b9\u5411<\/h1>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/miro.medium.com\/v2\/resize%3Afit%3A641\/1%2AFQfqkfEfI9qxmKTzBMEVdA.png?w=640&#038;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p id=\"1723\">\u6574\u9ad4\u4f86\u8aaa\uff0c\u6703\u5206\u70ba\u4ee5\u4e0b4\u9ede\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c07\u77e5\u8b58\u6574\u7406\u81f3 Notion Database\uff1a\u6211\u89ba\u5f97\u7b2c\u4e00\u90e8\u6700\u91cd\u8981\u7684\u5c31\u662f\u9019\u4ef6\u4e8b\u60c5\uff0c\u56e0\u70ba Notion Database \u53ef\u4ee5\u5e6b\u52a9\u6211\u5011\u6574\u7406\u9019\u4e9b\u6587\u4ef6\u5275\u5efa\u65e5\u671f\u3001\u5275\u5efa\u4eba\u3001\u7dad\u8b77\u8005\u3001\u662f\u5426\u80fd\u5920\u516c\u958b\u3001\u6b0a\u9650\u63a7\u7ba1\u3001\u7248\u672c\u865f\u78bc\u3001\u8cc7\u8a0a\u4f86\u6e90\u7b49\u7b49\uff0c\u4f86\u5e6b\u52a9\u6211\u5011\u5c0d\u8cc7\u6599\u5eab\u9032\u884c\u63a7\u7ba1<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Notion API \u532f\u51fa\u8cc7\u6599\uff1a\u900f\u904e Notion \u81ea\u8eab\u6709\u63d0\u4f9b\u7684 API \u529f\u80fd\uff0c\u8b93\u6211\u5011\u80fd\u5920\u53d6\u5f97 Notion \u5167\u7684\u6587\u4ef6\u8cc7\u6599\uff0c\u4e26\u4e14\u9032\u884c Embedding \u7684\u8655\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chunking\u3001Embedding\uff1a\u63a5\u8457\uff0c\u5c07\u6587\u7ae0\u5206\u6bb5\u5f8c\uff0c\u7ffb\u8b6f\u6210\u5411\u91cf\u7fa4\uff0c\u4e26\u4e14\u900f\u904e\u5de5\u5177\u9032\u884c\u5132\u5b58\uff0c\u4f60\u5c31\u53ef\u4ee5\u5f97\u5230\u4e00\u500b Notion \u77e5\u8b58\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u900f\u904e\u5411\u91cf\u8cc7\u6599\u5eab\u7684\u6bd4\u5c0d\uff0c\u4f60\u5c31\u53ef\u4ee5\u900f\u904e\u8a62\u554f\u554f\u984c\uff0c\u4e26\u4e14\u627e\u5c0b\u76f8\u4f3c\u77e5\u8b58\uff0c\u4f86\u8acb\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u9032\u884c\u56de\u8986\u3002<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"cc39\">\u5be6\u9a57 \u2014 \u76ee\u524d\u5be6\u969b\u6210\u679c<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u4e0b\u662f\u6211\u6240\u88fd\u4f5c\u904e\u7684\u7b46\u8a18\u7c21\u7565\u7248\u672c\uff1a<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/miro.medium.com\/v2\/resize%3Afit%3A667\/1%2A8K4rwZBMwUih7zuGNeuhEQ.png?w=640&#038;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d93\u904e\u8655\u7406\u5f8c\uff0c\u4f60\u5c31\u53ef\u4ee5\u5c07\u6b64\u77e5\u8b58\u653e\u5230\u5411\u91cf\u8cc7\u6599\u5eab<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/miro.medium.com\/v2\/resize%3Afit%3A700\/1%2AAWAFpxmc6vs3swhxN5cnOw.png?w=640&#038;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>\u800c\u4e14\u4f60\u53ef\u4ee5\u8a62\u554f\u554f\u984c\uff0c\u4e26\u4e14\u7372\u5f97\u5c0d\u61c9\u7684\u77e5\u8b58\uff1a<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/miro.medium.com\/v2\/resize%3Afit%3A700\/1%2AE-szlne5sYpIs-UZ4l2e3g.png?w=640&#038;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p>\u8cc7\u6599\u4f86\u6e90: <a href=\"https:\/\/medium.com\/@simon3458\/notion-rag-application-concept-02a33cf07c38\">https:\/\/medium.com\/@simon3458\/notion-rag-application-concept-02a33cf07c38<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024-08-19 | Simon Liu Notion \u4ecb\u7d39 Notion \u662f\u4e00\u500b\u529f\u80fd\u5f37\u5927\u7684\u751f\u7522\u529b\u5de5\u5177\uff0c\u7d50\u5408\u4e86\u7b46\u8a18\u3001\u6587\u4ef6\u7ba1\u7406\u3001\u77e5\u8b58\u5eab\u7b49\u591a\u7a2e\u529f\u80fd\uff0c\u975e\u5e38\u9069\u5408\u7d66\u500b\u4eba\u4f7f\u7528\u548c\u5718\u968a\u7684\u5354\u4f5c\u9700&hellip;<\/p>\n","protected":false},"author":4,"featured_media":7633,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[579,4],"tags":[26],"class_list":["post-7632","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-579","category-industry-news","tag-ai"],"gutentor_comment":0,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2024\/11\/%E8%9E%A2%E5%B9%95%E6%93%B7%E5%8F%96%E7%95%AB%E9%9D%A2-2024-11-29-121340.png?fit=671%2C381&ssl=1","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/7632","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7632"}],"version-history":[{"count":1,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/7632\/revisions"}],"predecessor-version":[{"id":7634,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/7632\/revisions\/7634"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/media\/7633"}],"wp:attachment":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7632"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7632"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7632"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}