{"id":1991,"date":"2024-01-10T13:27:24","date_gmt":"2024-01-10T06:27:24","guid":{"rendered":"https:\/\/miai.vn\/?p=1991"},"modified":"2024-01-10T13:27:24","modified_gmt":"2024-01-10T06:27:24","slug":"ung-dung-langchain-xay-dung-model-hoi-dap-noi-dung-van-ban","status":"publish","type":"post","link":"https:\/\/miai.vn\/?p=1991","title":{"rendered":"\u1ee8ng d\u1ee5ng Langchain x\u00e2y d\u1ef1ng model h\u1ecfi \u0111\u00e1p n\u1ed9i dung v\u0103n b\u1ea3n"},"content":{"rendered":"\n<p><br>\ud83e\udd16 Langchain kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng th\u01b0\u1eddng, m\u00e0 c\u00f2n l\u00e0 m\u1ed9t b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 trong x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh h\u1ecfi \u0111\u00e1p n\u1ed9i dung v\u0103n b\u1ea3n. Ch\u00fang ta s\u1ebd t\u00ecm hi\u1ec3u v\u1ec1 Retrieval Augmented Generation &#8211; m\u1ed9t k\u1ef9 thu\u1eadt m\u1ea1nh m\u1ebd \u0111\u1eb1ng sau s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a Langchain. <\/p>\n\n\n\n<p>\ud83c\udf10 Trong video n\u00e0y, ch\u00fang ta s\u1ebd: <\/p>\n\n\n\n<p>1\ufe0f\u20e3 Hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 Retrieval Augmented Generation l\u00e0 g\u00ec v\u00e0 l\u00e0m th\u1ebf n\u00e0o n\u00f3 gi\u00fap c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng h\u1ecfi \u0111\u00e1p c\u1ee7a m\u00f4 h\u00ecnh. <\/p>\n\n\n\n<p>2\ufe0f\u20e3 Kh\u00e1m ph\u00e1 c\u00e1ch Langchain t\u00edch h\u1ee3p Retrieval Augmented Generation \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh m\u1ea1nh m\u1ebd, linh ho\u1ea1t v\u00e0 hi\u1ec7u qu\u1ea3. <\/p>\n\n\n\n<p>3\ufe0f\u20e3 \u0110\u1ed3ng h\u00e0nh c\u00f9ng M\u00ec AI trong vi\u1ec7c th\u1eed nghi\u1ec7m v\u00e0 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a Langchain khi \u0111\u1ed1i m\u1eb7t v\u1edbi c\u00e1c th\u00e1ch th\u1ee9c h\u1ecfi \u0111\u00e1p v\u0103n b\u1ea3n.<\/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\/z1OfI_NOvgI' frameborder='0' allowfullscreen><\/iframe><\/div>\n\n\n\n<p>Ch\u00fac c\u00e1c b\u1ea1n th\u00e0nh c\u00f4ng!<\/p>\n\n\n\n<p>#M\u00ecAI<\/p>\n\n\n\n<p>Fanpage:&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/facebook.com\/miaiblog\" target=\"_blank\"><strong>http:\/\/facebook.com\/miaiblog<\/strong><\/a><br>Group trao \u0111\u1ed5i, chia s\u1ebb:&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.facebook.com\/groups\/miaigroup\" target=\"_blank\"><strong>https:\/\/www.facebook.com\/groups\/miaigroup<\/strong><\/a><br>Website:&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/miai.vn\/\" target=\"_blank\"><strong>https:\/\/miai.vn\/<\/strong><\/a><br>Youtube:&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/bit.ly\/miaiyoutube\" target=\"_blank\"><strong>http:\/\/bit.ly\/miaiyoutube<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83e\udd16 Langchain kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng th\u01b0\u1eddng, m\u00e0 c\u00f2n l\u00e0 m\u1ed9t b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 trong x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh h\u1ecfi \u0111\u00e1p n\u1ed9i dung v\u0103n b\u1ea3n. Ch\u00fang ta s\u1ebd t\u00ecm hi\u1ec3u v\u1ec1 Retrieval Augmented Generation &#8211; m\u1ed9t k\u1ef9 thu\u1eadt m\u1ea1nh m\u1ebd \u0111\u1eb1ng sau s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a Langchain. \ud83c\udf10 Trong video n\u00e0y, ch\u00fang [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[67],"tags":[],"class_list":["post-1991","post","type-post","status-publish","format-standard","hentry","category-natural-language-processing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u1ee8ng d\u1ee5ng Langchain x\u00e2y d\u1ef1ng model h\u1ecfi \u0111\u00e1p n\u1ed9i dung v\u0103n b\u1ea3n - M\u00ec AI<\/title>\n<meta name=\"description\" content=\"\ud83e\udd16 Langchain kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng th\u01b0\u1eddng, m\u00e0 c\u00f2n l\u00e0 m\u1ed9t b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 trong x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh h\u1ecfi \u0111\u00e1p n\u1ed9i dung v\u0103n b\u1ea3n.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/miai.vn\/?p=1991\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u1ee8ng d\u1ee5ng Langchain x\u00e2y d\u1ef1ng model h\u1ecfi \u0111\u00e1p n\u1ed9i dung v\u0103n b\u1ea3n - 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