{"id":2297,"date":"2026-03-23T09:36:59","date_gmt":"2026-03-23T02:36:59","guid":{"rendered":"https:\/\/miai.vn\/?p=2297"},"modified":"2026-03-23T09:36:59","modified_gmt":"2026-03-23T02:36:59","slug":"chi-tiet-ve-rag-thuc-hanh-trien-khai-code-chay-python-va-n8n-mi-ai","status":"publish","type":"post","link":"https:\/\/miai.vn\/?p=2297","title":{"rendered":"Chi ti\u1ebft v\u1ec1 RAG, th\u1ef1c h\u00e0nh tri\u1ec3n khai &#8220;code chay&#8221; Python v\u00e0 N8N &#8211; M\u00ec AI"},"content":{"rendered":"\n<p>Trong video l\u1ea7n n\u00e0y c\u1ee7a **M\u00ec AI**, t\u1ee5i m\u00ecnh s\u1ebd c\u00f9ng nhau \u0111\u00e0o s\u00e2u v\u00e0o m\u1ed9t ch\u1ee7 \u0111\u1ec1 \u0111ang c\u1ef1c k\u1ef3 hot trong gi\u1edbi l\u00e0m \u1ee9ng d\u1ee5ng AI: **RAG \u2013 Retrieval-Augmented Generation**, hay c\u00f2n g\u1ecdi vui l\u00e0 \u201ck\u00e9o d\u1eef li\u1ec7u v\u1ec1 cho AI b\u1edbt \u0111o\u00e1n m\u00f2\u201d!<\/p>\n\n\n\n<p>\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 thu\u1eadt **quan tr\u1ecdng h\u00e0ng \u0111\u1ea7u** khi b\u1ea1n mu\u1ed1n tri\u1ec3n khai chatbot n\u1ed9i b\u1ed9, tr\u1ee3 l\u00fd AI ri\u00eang cho doanh nghi\u1ec7p, ho\u1eb7c b\u1ea5t k\u1ef3 \u1ee9ng d\u1ee5ng n\u00e0o c\u1ea7n **tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c theo d\u1eef li\u1ec7u ri\u00eang** \u2013 thay v\u00ec \u0111\u1ec3 AI t\u1ef1 \u201cch\u00e9m gi\u00f3\u201d lung tung.<\/p>\n\n\n\n<style>.embed-container { position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; max-width: 100%; } .embed-container iframe, .embed-container object, .embed-container embed { position: absolute; top: 0; left: 0; width: 100%; height: 100%; } .cover{  position: absolute;  height: 100%;  width: 100%;  display: block;  z-index: 999; }<\/style><div class='embed-container'><iframe  src='https:\/\/www.youtube.com\/embed\/kADBUMDCJkM' frameborder='0' allowfullscreen><\/iframe><\/div>\n\n\n\n<p>T\u1ee5i m\u00ecnh s\u1ebd \u0111i qua 2 ph\u1ea7n ch\u00ednh:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Hi\u1ec3u b\u1ea3n ch\u1ea5t RAG m\u1ed9t c\u00e1ch d\u1ec5 hi\u1ec3u\u2013 RAG l\u00e0 g\u00ec? V\u00ec sao l\u1ea1i quan tr\u1ecdng? L\u00e0m sao n\u00f3 gi\u00fap AI tr\u1ea3 l\u1eddi \u0111\u00fang h\u01a1n?<\/li>\n\n\n\n<li>Th\u1ef1c h\u00e0nh tri\u1ec3n khai RAG theo 2 c\u00e1ch:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code thu\u1ea7n Python**: kh\u00f4ng d\u00f9ng framework to b\u1ef1, l\u00e0m r\u00f5 t\u1eebng b\u01b0\u1edbc<\/li>\n\n\n\n<li>No-code v\u1edbi N8N**: bi\u1ebfn RAG th\u00e0nh workflow k\u00e9o-th\u1ea3 \u0111\u01a1n gi\u1ea3n nh\u01b0ng \u0111\u1ea7y quy\u1ec1n l\u1ef1c<\/li>\n<\/ul>\n\n\n\n<p>C\u1ea3 hai c\u00e1ch \u0111\u1ec1u gi\u00fap b\u1ea1n k\u1ebft n\u1ed1i d\u1eef li\u1ec7u ri\u00eang (PDF, trang web, database\u2026) v\u1edbi m\u00f4 h\u00ecnh AI, v\u00e0 t\u1ea1o ra h\u1ec7 th\u1ed1ng h\u1ecfi-\u0111\u00e1p \u201cngon, nu\u1ed9t, s\u00e1t n\u1ed9i dung\u201d.<\/p>\n\n\n\n<p>N\u1ebfu b\u1ea1n \u0111ang mu\u1ed1n hi\u1ec3u &amp; \u1ee9ng d\u1ee5ng RAG th\u1ef1c s\u1ef1 \u2013 ch\u1ee9 kh\u00f4ng ch\u1ec9 \u0111\u1ecdc l\u00fd thuy\u1ebft \u2013 th\u00ec video n\u00e0y ch\u00ednh l\u00e0 &#8220;t\u00f4 m\u00ec \u0111\u1eb7c bi\u1ec7t&#8221; d\u00e0nh cho b\u1ea1n!<\/p>\n\n\n\n<p>\u2705Link \u0111\u0103ng k\u00fd VPS self-host n8n: https:\/\/tino.vn\/vps-gia-re?php=3639 . M\u00e3 gi\u1ea3m gi\u00e1<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>MIAI_TINO20 cho 20%<\/li>\n\n\n\n<li>MIAI_TINO40 cho 40%, \u0111\u1ed1i v\u1edbi g\u00f3i 3-5 n\u0103m.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcd5Link kho\u00e1 h\u1ecdc n8n k\u00e8m m\u00e3 gi\u1ea3m gi\u00e1 0\u0111: https:\/\/www.udemy.com\/course\/vo-long-ve-automation-voi-n8n\/?couponCode=RAG_N8N<\/h2>\n\n\n\n<p>\ud83c\udfafLink github: https:\/\/github.com\/thangnch\/MiAI_rag_n8n<br>\ud83c\udfafLink mua \u00e1o \u1ee7ng h\u1ed9 M\u00ec AI: https:\/\/miai.vn\/mua-ao<br>\ud83c\udfafLink mua Shopee \u1ee7ng h\u1ed9 M\u00ec AI: https:\/\/miai.vn\/donate.html<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong video l\u1ea7n n\u00e0y c\u1ee7a **M\u00ec AI**, t\u1ee5i m\u00ecnh s\u1ebd c\u00f9ng nhau \u0111\u00e0o s\u00e2u v\u00e0o m\u1ed9t ch\u1ee7 \u0111\u1ec1 \u0111ang c\u1ef1c k\u1ef3 hot trong gi\u1edbi l\u00e0m \u1ee9ng d\u1ee5ng AI: **RAG \u2013 Retrieval-Augmented Generation**, hay c\u00f2n g\u1ecdi vui l\u00e0 \u201ck\u00e9o d\u1eef li\u1ec7u v\u1ec1 cho AI b\u1edbt \u0111o\u00e1n m\u00f2\u201d! \u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 thu\u1eadt **quan tr\u1ecdng [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2297","post","type-post","status-publish","format-standard","hentry","category-basic"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Chi ti\u1ebft v\u1ec1 RAG, th\u1ef1c h\u00e0nh tri\u1ec3n khai &quot;code chay&quot; 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