{"id":46565,"date":"2024-09-30T19:53:28","date_gmt":"2024-09-30T19:53:28","guid":{"rendered":"https:\/\/fabricegrinda.com\/?p=46565"},"modified":"2024-10-01T14:01:48","modified_gmt":"2024-10-01T14:01:48","slug":"fabrice-ai-trien-khai-ky-thuat-hien-tai","status":"publish","type":"post","link":"https:\/\/grinda.org\/vi\/fabrice-ai-trien-khai-ky-thuat-hien-tai\/","title":{"rendered":"Fabrice AI: Tri\u1ec3n khai k\u1ef9 thu\u1eadt hi\u1ec7n t\u1ea1i"},"content":{"rendered":"\n<p>Trong b\u00e0i \u0111\u0103ng tr\u01b0\u1edbc, <a href=\"https:\/\/fabricegrinda.com\/vi\/fabrice-ai-hanh-trinh-ky-thuat\/\" data-type=\"link\" data-id=\"https:\/\/fabricegrinda.com\/fabrice-ai-the-technical-journey\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fabrice AI: H\u00e0nh tr\u00ecnh k\u1ef9 thu\u1eadt<\/a> , t\u00f4i \u0111\u00e3 gi\u1ea3i th\u00edch h\u00e0nh tr\u00ecnh ch\u00fang t\u00f4i \u0111\u00e3 tr\u1ea3i qua \u0111\u1ec3 x\u00e2y d\u1ef1ng Fabrice AI theo m\u1ed9t v\u00f2ng tr\u00f2n ho\u00e0n ch\u1ec9nh. T\u00f4i b\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng Chat GPT 3 v\u00e0 3.5. Th\u1ea5t v\u1ecdng v\u1edbi k\u1ebft qu\u1ea3, t\u00f4i \u0111\u00e3 th\u1eed s\u1eed d\u1ee5ng <a href=\"https:\/\/www.langchain.com\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.langchain.com\/\" rel=\"noreferrer noopener\">Langchain Framework<\/a> \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh AI c\u1ee7a ri\u00eang m\u00ecnh tr\u00ean \u0111\u00f3, tr\u01b0\u1edbc khi quay l\u1ea1i Chat GPT khi h\u1ecd b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng c\u01a1 s\u1edf d\u1eef li\u1ec7u vector v\u00e0 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 k\u1ebft qu\u1ea3 v\u1edbi 4o.  <\/p>\n\n<p>Sau \u0111\u00e2y l\u00e0 quy tr\u00ecnh hi\u1ec7n t\u1ea1i \u0111\u1ec3 \u0111\u00e0o t\u1ea1o Fabrice AI:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>D\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o (b\u00e0i \u0111\u0103ng tr\u00ean blog, URL Youtube, URL podcast, URL PDF v\u00e0 URL h\u00ecnh \u1ea3nh) \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u01a1 s\u1edf d\u1eef li\u1ec7u <a href=\"https:\/\/wordpress.com\/\" data-type=\"link\" data-id=\"https:\/\/wordpress.com\/\" target=\"_blank\" rel=\"noopener\">WordPress<\/a> c\u1ee7a ch\u00fang t\u00f4i.<\/li>\n\n\n\n<li>Ch\u00fang t\u00f4i tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u v\u00e0 c\u1ea5u tr\u00fac n\u00f3.<\/li>\n\n\n\n<li>Ch\u00fang t\u00f4i cung c\u1ea5p d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac cho Open AI \u0111\u1ec3 \u0111\u00e0o t\u1ea1o b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng <a href=\"https:\/\/platform.openai.com\/docs\/assistants\/overview\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/platform.openai.com\/docs\/assistants\/overview\" rel=\"noreferrer noopener\">API Tr\u1ee3 l\u00fd<\/a> .<\/li>\n\n\n\n<li>Sau \u0111\u00f3, Open AI s\u1ebd t\u1ea1o c\u01a1 s\u1edf d\u1eef li\u1ec7u l\u01b0u tr\u1eef vector v\u00e0 l\u01b0u tr\u1eef n\u00f3.<\/li>\n<\/ul>\n\n<p>\u0110\u00e2y l\u00e0 v\u00ed d\u1ee5 v\u1ec1 m\u1ed9t ph\u1ea7n d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac. M\u1ed7i ph\u1ea7n n\u1ed9i dung c\u00f3 t\u1ec7p JSON ri\u00eang. Ch\u00fang t\u00f4i \u0111\u1ea3m b\u1ea3o kh\u00f4ng v\u01b0\u1ee3t qu\u00e1 gi\u1edbi h\u1ea1n 32.000 m\u00e3 th\u00f4ng b\u00e1o.  <\/p>\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>{<\/p>\n\n\n\n<p>  &#8220;m\u00e3 s\u1ed1&#8221;: &#8220;1&#8221;,<\/p>\n\n\n\n<p>  &#8220;ng\u00e0y&#8221;: &#8221; &#8220;,<\/p>\n\n\n\n<p>  &#8220;li\u00ean k\u1ebft&#8221;:&#8221;https:\/\/fabricegrinda.com\/&#8221;,<\/p>\n\n\n\n<p>  &#8220;ti\u00eau \u0111\u1ec1&#8221;: {<\/p>\n\n\n\n<p>  &#8220;rendered&#8221;: &#8220;Fabrice AI l\u00e0 g\u00ec?&#8221;<\/p>\n\n\n\n<p>\u00a0 },<\/p>\n\n\n\n<p>  &#8220;Th\u1ec3 lo\u1ea1i&#8221;: &#8220;V\u1ec1 Fabrice&#8221;,<\/p>\n\n\n\n<p>  &#8220;featured_media&#8221;: &#8220;https:\/\/fabricegrinda.com\/wp-content\/uploads\/2023\/12\/About-me.png&#8221;,<\/p>\n\n\n\n<p>  &#8220;other_media&#8221;: &#8220;&#8221;,<\/p>\n\n\n\n<p>  &#8220;knowledge_type&#8221;: &#8220;blog&#8221;,<\/p>\n\n\n\n<p>  &#8220;contentUpdated&#8221;: &#8220;Fabrice AI l\u00e0 b\u1ea3n tr\u00ecnh b\u00e0y k\u1ef9 thu\u1eadt s\u1ed1 v\u1ec1 suy ngh\u0129 c\u1ee7a Fabrice d\u1ef1a tr\u00ean c\u00e1c b\u00e0i \u0111\u0103ng tr\u00ean blog c\u1ee7a \u00f4ng v\u00e0 c\u00e1c podcast v\u00e0 cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u01b0\u1ee3c ch\u1ecdn l\u1ecdc b\u1eb1ng ChatGPT. V\u00ec nhi\u1ec1u b\u1ea3n ghi ch\u00e9p kh\u00f4ng \u0111\u01b0\u1ee3c ghi ch\u00e9p \u0111\u1ea7y \u0111\u1ee7 v\u00e0 blog ch\u1ec9 l\u00e0 b\u1ea3n tr\u00ecnh b\u00e0y h\u1ea1n ch\u1ebf v\u1ec1 Fabrice, ch\u00fang t\u00f4i xin l\u1ed7i v\u00ec nh\u1eefng th\u00f4ng tin kh\u00f4ng ch\u00ednh x\u00e1c v\u00e0 thi\u1ebfu s\u00f3t. Tuy nhi\u00ean, \u0111\u00e2y l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u t\u1ed1t \u0111\u1ec3 bi\u1ebft \u0111\u01b0\u1ee3c suy ngh\u0129 c\u1ee7a Fabrice v\u1ec1 nhi\u1ec1u ch\u1ee7 \u0111\u1ec1.&#8221;<\/p>\n\n\n\n<p>}<\/p>\n<\/div><\/div>\n\n\n\n<p>\u0110\u00e2y l\u00e0 tri\u1ec3n khai k\u1ef9 thu\u1eadt hi\u1ec7n t\u1ea1i:<\/p>\n<\/div><\/div>\n\n<ul class=\"wp-block-list\">\n<li>Trang web d\u00e0nh cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean <a href=\"https:\/\/aws.amazon.com\/amplify\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/aws.amazon.com\/amplify\/\" rel=\"noreferrer noopener\">AWS Amplify<\/a> .<\/li>\n\n\n\n<li>Vi\u1ec7c t\u00edch h\u1ee3p gi\u1eefa trang web c\u00f4ng c\u1ed9ng v\u00e0 Open AI \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua l\u1edbp API, \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean AWS d\u01b0\u1edbi d\u1ea1ng m\u00e1y ch\u1ee7 API Python.<\/li>\n\n\n\n<li>Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng <a href=\"https:\/\/www.mongodb.com\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.mongodb.com\/\" rel=\"noreferrer noopener\">MongoDB<\/a> nh\u01b0 m\u1ed9t nh\u1eadt k\u00fd \u0111\u1ec3 l\u01b0u tr\u1eef t\u1ea5t c\u1ea3 c\u00e1c c\u00e2u h\u1ecfi c\u1ee7a c\u00f4ng ch\u00fang, c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi do Chat GPT \u0111\u01b0a ra v\u00e0 URL c\u1ee7a c\u00e1c ngu\u1ed3n.<\/li>\n\n\n\n<li>Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng nhi\u1ec1u t\u1eadp l\u1ec7nh kh\u00e1c nhau \u0111\u1ec3 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u t\u1eeb blog, YouTube, v.v. \u0111\u1ec3 chuy\u1ec3n sang Open AI \u0111\u1ec3 \u0111\u00e0o t\u1ea1o.<\/li>\n\n\n\n<li>Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng <a href=\"https:\/\/www.npmjs.com\/package\/react-speech-recognition\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.npmjs.com\/package\/react-speech-recognition\" rel=\"noreferrer noopener\">React-Speech Recognition<\/a> \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e2u h\u1ecfi b\u1eb1ng gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n.<\/li>\n\n\n\n<li>Ch\u00fang t\u00f4i c\u0169ng s\u1eed d\u1ee5ng Google Analytics \u0111\u1ec3 theo d\u00f5i l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp trang web.<\/li>\n<\/ul>\n\n<p>\u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 ch\u00fang t\u00f4i s\u1eed d\u1ee5ng hai tr\u1ee3 l\u00fd:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>M\u1ed9t c\u00e1i \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi.<\/li>\n\n\n\n<li>M\u1ed9t l\u00e0 \u0111\u1ec3 l\u1ea5y URL si\u00eau d\u1eef li\u1ec7u, URL blog c\u00f3 n\u1ed9i dung g\u1ed1c \u0111\u1ec3 hi\u1ec3n th\u1ecb ngu\u1ed3n \u1edf cu\u1ed1i c\u00e2u tr\u1ea3 l\u1eddi.<\/li>\n<\/ul>\n\n<p><strong>Ti\u1ebfp theo l\u00e0 g\u00ec?<\/strong><\/p>\n\n<ol class=\"wp-block-list\">\n<li><strong>C\u1ea3i ti\u1ebfn chuy\u1ec3n gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n<\/strong><\/li>\n<\/ol>\n\n<p>M\u00f4 h\u00ecnh <a href=\"https:\/\/openai.com\/index\/whisper\/\" data-type=\"link\" data-id=\"https:\/\/openai.com\/index\/whisper\/\" target=\"_blank\" rel=\"noreferrer noopener\">Whisper<\/a> c\u1ee7a Open AI cho <a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\" rel=\"noreferrer noopener\">gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n<\/a> ch\u00ednh x\u00e1c h\u01a1n React. N\u00f3 c\u0169ng h\u1ed7 tr\u1ee3 nhi\u1ec1u ng\u00f4n ng\u1eef ngay khi c\u00e0i \u0111\u1eb7t v\u00e0 x\u1eed l\u00fd t\u1ed1t gi\u1ecdng n\u00f3i, gi\u1ecdng \u0111\u1ecba ph\u01b0\u01a1ng v\u00e0 gi\u1ecdng n\u00f3i h\u1ed7n h\u1ee3p. Do \u0111\u00f3, t\u00f4i r\u1ea5t c\u00f3 th\u1ec3 s\u1ebd chuy\u1ec3n sang n\u00f3 trong nh\u1eefng th\u00e1ng t\u1edbi. \u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 n\u00f3 ph\u1ee9c t\u1ea1p h\u01a1n \u0111\u1ec3 thi\u1ebft l\u1eadp n\u00ean c\u00f3 th\u1ec3 m\u1ea5t m\u1ed9t th\u1eddi gian. B\u1ea1n c\u1ea7n x\u1eed l\u00fd m\u00f4 h\u00ecnh, qu\u1ea3n l\u00fd c\u00e1c ph\u1ee5 thu\u1ed9c (v\u00ed d\u1ee5: Python, th\u01b0 vi\u1ec7n) v\u00e0 \u0111\u1ea3m b\u1ea3o b\u1ea1n c\u00f3 \u0111\u1ee7 ph\u1ea7n c\u1ee9ng \u0111\u1ec3 c\u00f3 hi\u1ec7u su\u1ea5t hi\u1ec7u qu\u1ea3. Ngo\u00e0i ra, Whisper kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 s\u1eed d\u1ee5ng tr\u1ef1c ti\u1ebfp trong tr\u00ecnh duy\u1ec7t. Khi x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng web, b\u1ea1n c\u1ea7n t\u1ea1o m\u1ed9t d\u1ecbch v\u1ee5 ph\u1ee5 tr\u1ee3 \u0111\u1ec3 x\u1eed l\u00fd b\u1ea3n ghi, \u0111i\u1ec1u n\u00e0y l\u00e0m t\u0103ng th\u00eam t\u00ednh ph\u1ee9c t\u1ea1p.      <\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Avatar AI c\u1ee7a Fabrice<\/strong><\/li>\n<\/ul>\n\n<p>T\u00f4i mu\u1ed1n t\u1ea1o m\u1ed9t Avatar Fabrice AI tr\u00f4ng v\u00e0 nghe gi\u1ed1ng t\u00f4i \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 tr\u00f2 chuy\u1ec7n. T\u00f4i \u0111\u00e3 \u0111\u00e1nh gi\u00e1 <a href=\"\" data-type=\"\" data-id=\"\" target=\"\" rel=\"noopener\">D-iD<\/a> nh\u01b0ng th\u1ea5y n\u00f3 qu\u00e1 \u0111\u1eaft so v\u1edbi m\u1ee5c \u0111\u00edch c\u1ee7a t\u00f4i. <a href=\"\" data-type=\"\" data-id=\"\" target=\"\" rel=\"noopener\">Eleven Labs<\/a> ch\u1ec9 c\u00f3 gi\u1ecdng n\u00f3i. <a href=\"\" data-type=\"\" data-id=\"\" target=\"\" rel=\"noopener\">Synthesia<\/a> r\u1ea5t tuy\u1ec7t nh\u01b0ng hi\u1ec7n t\u1ea1i kh\u00f4ng t\u1ea1o video theo th\u1eddi gian th\u1ef1c. Cu\u1ed1i c\u00f9ng, t\u00f4i quy\u1ebft \u0111\u1ecbnh s\u1eed d\u1ee5ng <a href=\"\" target=\"\" data-type=\"\" data-id=\"\" rel=\"noopener\">HeyGen<\/a> v\u00ec gi\u00e1 c\u1ea3 v\u00e0 ch\u1ee9c n\u0103ng ph\u00f9 h\u1ee3p h\u01a1n.  <\/p>\n\n<p>T\u00f4i ng\u1edd r\u1eb1ng t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m n\u00e0o \u0111\u00f3 Open AI s\u1ebd ph\u00e1t h\u00e0nh gi\u1ea3i ph\u00e1p ri\u00eang c\u1ee7a m\u00ecnh n\u00ean c\u00f4ng s\u1ee9c n\u00e0y s\u1ebd tr\u1edf n\u00ean v\u00f4 \u00edch. T\u00f4i th\u1ea5y tho\u1ea3i m\u00e1i v\u1edbi \u0111i\u1ec1u \u0111\u00f3 v\u00e0 s\u1ebd chuy\u1ec3n sang gi\u1ea3i ph\u00e1p Open AI khi v\u00e0 n\u1ebfu c\u00f3. \u1ede giai \u0111o\u1ea1n n\u00e0y, m\u1ee5c \u0111\u00edch c\u1ee7a to\u00e0n b\u1ed9 b\u00e0i t\u1eadp n\u00e0y l\u00e0 t\u00ecm hi\u1ec3u nh\u1eefng g\u00ec c\u00f3 th\u1ec3 v\u1edbi AI v\u00e0 l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u00fap t\u00f4i hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00f4ng gian n\u00e0y.  <\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n t\u00f9y ch\u1ec9nh<\/strong><\/li>\n<\/ul>\n\n<p>Hi\u1ec7n t\u1ea1i, t\u00f4i c\u1ea7n ch\u1ea1y truy v\u1ea5n MongoDB \u0111\u1ec3 tr\u00edch xu\u1ea5t c\u00e1c c\u00e2u h\u1ecfi v\u00e0 c\u00e2u tr\u1ea3 l\u1eddi trong ng\u00e0y. T\u00f4i \u0111ang x\u00e2y d\u1ef1ng m\u1ed9t b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u01a1n gi\u1ea3n, n\u01a1i t\u00f4i c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t v\u00e0 th\u1ed1ng k\u00ea \u0111\u01a1n gi\u1ea3n v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng truy v\u1ea5n theo ng\u00f4n ng\u1eef, s\u1ed1 l\u01b0\u1ee3ng y\u00eau c\u1ea7u chuy\u1ec3n gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n, v.v. <\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Ngu\u1ed3n d\u1eef li\u1ec7u b\u1ed5 sung<\/strong><\/li>\n<\/ul>\n\n<p>Ch\u00fang t\u00f4i v\u1eeba t\u1ea3i <a href=\"https:\/\/fabricegrinda.com\/portfolio\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/fabricegrinda.com\/portfolio\/\" rel=\"noreferrer noopener\">FJ Labs Portfolio<\/a> l\u00ean Fabrice AI. B\u00e2y gi\u1edd b\u1ea1n c\u00f3 th\u1ec3 h\u1ecfi li\u1ec7u m\u1ed9t c\u00f4ng ty c\u00f3 n\u1eb1m trong danh m\u1ee5c \u0111\u1ea7u t\u01b0 hay kh\u00f4ng. Fabrice AI tr\u1ea3 l\u1eddi b\u1eb1ng m\u00f4 t\u1ea3 ng\u1eafn g\u1ecdn v\u1ec1 c\u00f4ng ty v\u00e0 li\u00ean k\u1ebft \u0111\u1ebfn trang web c\u1ee7a c\u00f4ng ty.  <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1492\" height=\"1458\" src=\"https:\/\/fabricegrinda.com\/wp-content\/uploads\/2024\/09\/portfolio3.jpg\" alt=\"\" class=\"wp-image-46459\" style=\"width:650px\" srcset=\"https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/portfolio3.jpg 1492w, https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/portfolio3-768x750.jpg 768w, https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/portfolio3-1200x1173.jpg 1200w, https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/portfolio3-1320x1290.jpg 1320w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n<\/div>\n<p>V\u00ec Fabrice AI nh\u1eadn \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u c\u00e2u h\u1ecfi c\u00e1 nh\u00e2n m\u00e0 kh\u00f4ng c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi, n\u00ean t\u00f4i \u0111\u00e3 d\u00e0nh th\u1eddi gian g\u1eafn th\u1ebb th\u1ee7 c\u00f4ng t\u1eebng di\u1ec5n gi\u1ea3 trong <a href=\"https:\/\/www.youtube.com\/watch?v=79BKGNv7TMQ\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.youtube.com\/watch?v=79BKGNv7TMQ\" rel=\"noreferrer noopener\">Video m\u1eebng sinh nh\u1eadt <sup>l\u1ea7n th\u1ee9<\/sup> 50<\/a> c\u1ee7a m\u00ecnh \u0111\u1ec3 cung c\u1ea5p n\u1ed9i dung c\u1ea7n thi\u1ebft.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1508\" height=\"1633\" src=\"https:\/\/fabricegrinda.com\/wp-content\/uploads\/2024\/09\/Family3.jpg\" alt=\"\" class=\"wp-image-46484\" style=\"width:650px\" srcset=\"https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/Family3.jpg 1508w, https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/Family3-768x832.jpg 768w, https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/Family3-1418x1536.jpg 1418w, https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/Family3-1200x1299.jpg 1200w, https:\/\/grinda.org\/wp-content\/uploads\/2024\/09\/Family3-1320x1429.jpg 1320w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n<\/div>\n<p><strong>Ph\u1ea7n k\u1ebft lu\u1eadn<\/strong><\/p>\n\n<p>V\u1edbi t\u1ea5t c\u1ea3 c\u00f4ng vi\u1ec7c t\u00f4i \u0111\u00e3 l\u00e0m trong m\u01b0\u1eddi hai th\u00e1ng qua v\u1ec1 m\u1ecdi th\u1ee9 li\u00ean quan \u0111\u1ebfn AI, c\u00f3 v\u1ebb nh\u01b0 c\u00f3 m\u1ed9t k\u1ebft lu\u1eadn chung r\u00f5 r\u00e0ng: b\u1ea1n c\u00e0ng \u0111\u1ee3i l\u00e2u, th\u00ec c\u00e0ng r\u1ebb, c\u00e0ng d\u1ec5 v\u00e0 c\u00e0ng t\u1ed1t, v\u00e0 kh\u1ea3 n\u0103ng Open AI s\u1ebd cung c\u1ea5p n\u00f3 c\u00e0ng cao! Trong th\u1eddi gian ch\u1edd \u0111\u1ee3i, h\u00e3y cho t\u00f4i bi\u1ebft n\u1ebfu b\u1ea1n c\u00f3 b\u1ea5t k\u1ef3 c\u00e2u h\u1ecfi n\u00e0o. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong b\u00e0i \u0111\u0103ng tr\u01b0\u1edbc, Fabrice AI: H\u00e0nh tr\u00ecnh k\u1ef9 thu\u1eadt , t\u00f4i \u0111\u00e3 gi\u1ea3i th\u00edch h\u00e0nh tr\u00ecnh ch\u00fang t\u00f4i \u0111\u00e3 tr\u1ea3i qua \u0111\u1ec3 x\u00e2y d\u1ef1ng Fabrice AI theo m\u1ed9t v\u00f2ng &hellip; <a href=\"https:\/\/grinda.org\/vi\/fabrice-ai-trien-khai-ky-thuat-hien-tai\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Fabrice AI: Tri\u1ec3n khai k\u1ef9 thu\u1eadt hi\u1ec7n t\u1ea1i&#8221;<\/span><\/a><\/p>\n","protected":false},"author":9,"featured_media":46766,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[238,927],"tags":[],"class_list":["post-46565","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-suy-nghi-ca-nhan","category-tien-ich-cong-nghe"],"acf":[],"contentUpdated":"Fabrice AI: Tri\u1ec3n khai k\u1ef9 thu\u1eadt hi\u1ec7n t\u1ea1i. Categories - Suy ngh\u0129 c\u00e1 nh\u00e2n, Ti\u1ec7n \u00edch c\u00f4ng ngh\u1ec7. Date-Posted - 2024-09-30T19:53:28 . \n Trong b\u00e0i \u0111\u0103ng tr\u01b0\u1edbc, Fabrice AI: H\u00e0nh tr\u00ecnh k\u1ef9 thu\u1eadt , t\u00f4i \u0111\u00e3 gi\u1ea3i th\u00edch h\u00e0nh tr\u00ecnh ch\u00fang t\u00f4i \u0111\u00e3 tr\u1ea3i qua \u0111\u1ec3 x\u00e2y d\u1ef1ng Fabrice AI theo m\u1ed9t v\u00f2ng tr\u00f2n ho\u00e0n ch\u1ec9nh. T\u00f4i b\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng Chat GPT 3 v\u00e0 3.5. Th\u1ea5t v\u1ecdng v\u1edbi k\u1ebft qu\u1ea3, t\u00f4i \u0111\u00e3 th\u1eed s\u1eed d\u1ee5ng Langchain Framework \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh AI c\u1ee7a ri\u00eang m\u00ecnh tr\u00ean \u0111\u00f3, tr\u01b0\u1edbc khi quay l\u1ea1i Chat GPT khi h\u1ecd b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng c\u01a1 s\u1edf d\u1eef li\u1ec7u vector v\u00e0 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 k\u1ebft qu\u1ea3 v\u1edbi 4o.  \n Sau \u0111\u00e2y l\u00e0 quy tr\u00ecnh hi\u1ec7n t\u1ea1i \u0111\u1ec3 \u0111\u00e0o t\u1ea1o Fabrice AI:\n D\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o (b\u00e0i \u0111\u0103ng tr\u00ean blog, URL Youtube, URL podcast, URL PDF v\u00e0 URL h\u00ecnh \u1ea3nh) \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u01a1 s\u1edf d\u1eef li\u1ec7u WordPress c\u1ee7a ch\u00fang t\u00f4i.\n Ch\u00fang t\u00f4i tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u v\u00e0 c\u1ea5u tr\u00fac n\u00f3.\n Ch\u00fang t\u00f4i cung c\u1ea5p d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac cho Open AI \u0111\u1ec3 \u0111\u00e0o t\u1ea1o b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng API Tr\u1ee3 l\u00fd .\n Sau \u0111\u00f3, Open AI s\u1ebd t\u1ea1o c\u01a1 s\u1edf d\u1eef li\u1ec7u l\u01b0u tr\u1eef vector v\u00e0 l\u01b0u tr\u1eef n\u00f3.\n \u0110\u00e2y l\u00e0 v\u00ed d\u1ee5 v\u1ec1 m\u1ed9t ph\u1ea7n d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac. M\u1ed7i ph\u1ea7n n\u1ed9i dung c\u00f3 t\u1ec7p JSON ri\u00eang. Ch\u00fang t\u00f4i \u0111\u1ea3m b\u1ea3o kh\u00f4ng v\u01b0\u1ee3t qu\u00e1 gi\u1edbi h\u1ea1n 32.000 m\u00e3 th\u00f4ng b\u00e1o.  \n {\n   &#8220;m\u00e3 s\u1ed1&#8221;: &#8220;1&#8221;,\n   &#8220;ng\u00e0y&#8221;: &#8221; &#8220;,\n   &#8220;li\u00ean k\u1ebft&#8221;:&#8221;https:\/\/fabricegrinda.com\/&#8221;,\n   &#8220;ti\u00eau \u0111\u1ec1&#8221;: {\n   &#8220;rendered&#8221;: &#8220;Fabrice AI l\u00e0 g\u00ec?&#8221;\n \u00a0 },\n   &#8220;Th\u1ec3 lo\u1ea1i&#8221;: &#8220;V\u1ec1 Fabrice&#8221;,\n   &#8220;featured_media&#8221;: &#8220;https:\/\/fabricegrinda.com\/wp-content\/uploads\/2023\/12\/About-me.png&#8221;,\n   &#8220;other_media&#8221;: &#8220;&#8221;,\n   &#8220;knowledge_type&#8221;: &#8220;blog&#8221;,\n   &#8220;contentUpdated&#8221;: &#8220;Fabrice AI l\u00e0 b\u1ea3n tr\u00ecnh b\u00e0y k\u1ef9 thu\u1eadt s\u1ed1 v\u1ec1 suy ngh\u0129 c\u1ee7a Fabrice d\u1ef1a tr\u00ean c\u00e1c b\u00e0i \u0111\u0103ng tr\u00ean blog c\u1ee7a \u00f4ng v\u00e0 c\u00e1c podcast v\u00e0 cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u01b0\u1ee3c ch\u1ecdn l\u1ecdc b\u1eb1ng ChatGPT. V\u00ec nhi\u1ec1u b\u1ea3n ghi ch\u00e9p kh\u00f4ng \u0111\u01b0\u1ee3c ghi ch\u00e9p \u0111\u1ea7y \u0111\u1ee7 v\u00e0 blog ch\u1ec9 l\u00e0 b\u1ea3n tr\u00ecnh b\u00e0y h\u1ea1n ch\u1ebf v\u1ec1 Fabrice, ch\u00fang t\u00f4i xin l\u1ed7i v\u00ec nh\u1eefng th\u00f4ng tin kh\u00f4ng ch\u00ednh x\u00e1c v\u00e0 thi\u1ebfu s\u00f3t. Tuy nhi\u00ean, \u0111\u00e2y l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u t\u1ed1t \u0111\u1ec3 bi\u1ebft \u0111\u01b0\u1ee3c suy ngh\u0129 c\u1ee7a Fabrice v\u1ec1 nhi\u1ec1u ch\u1ee7 \u0111\u1ec1.&#8221;\n }\n \u0110\u00e2y l\u00e0 tri\u1ec3n khai k\u1ef9 thu\u1eadt hi\u1ec7n t\u1ea1i:\n Trang web d\u00e0nh cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean AWS Amplify .\n Vi\u1ec7c t\u00edch h\u1ee3p gi\u1eefa trang web c\u00f4ng c\u1ed9ng v\u00e0 Open AI \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua l\u1edbp API, \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean AWS d\u01b0\u1edbi d\u1ea1ng m\u00e1y ch\u1ee7 API Python.\n Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng MongoDB nh\u01b0 m\u1ed9t nh\u1eadt k\u00fd \u0111\u1ec3 l\u01b0u tr\u1eef t\u1ea5t c\u1ea3 c\u00e1c c\u00e2u h\u1ecfi c\u1ee7a c\u00f4ng ch\u00fang, c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi do Chat GPT \u0111\u01b0a ra v\u00e0 URL c\u1ee7a c\u00e1c ngu\u1ed3n.\n Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng nhi\u1ec1u t\u1eadp l\u1ec7nh kh\u00e1c nhau \u0111\u1ec3 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u t\u1eeb blog, YouTube, v.v. \u0111\u1ec3 chuy\u1ec3n sang Open AI \u0111\u1ec3 \u0111\u00e0o t\u1ea1o.\n Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng React-Speech Recognition \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e2u h\u1ecfi b\u1eb1ng gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n.\n Ch\u00fang t\u00f4i c\u0169ng s\u1eed d\u1ee5ng Google Analytics \u0111\u1ec3 theo d\u00f5i l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp trang web.\n \u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 ch\u00fang t\u00f4i s\u1eed d\u1ee5ng hai tr\u1ee3 l\u00fd:\n M\u1ed9t c\u00e1i \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi.\n M\u1ed9t l\u00e0 \u0111\u1ec3 l\u1ea5y URL si\u00eau d\u1eef li\u1ec7u, URL blog c\u00f3 n\u1ed9i dung g\u1ed1c \u0111\u1ec3 hi\u1ec3n th\u1ecb ngu\u1ed3n \u1edf cu\u1ed1i c\u00e2u tr\u1ea3 l\u1eddi.\n Ti\u1ebfp theo l\u00e0 g\u00ec?\n C\u1ea3i ti\u1ebfn chuy\u1ec3n gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n\n M\u00f4 h\u00ecnh Whisper c\u1ee7a Open AI cho gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n ch\u00ednh x\u00e1c h\u01a1n React. N\u00f3 c\u0169ng h\u1ed7 tr\u1ee3 nhi\u1ec1u ng\u00f4n ng\u1eef ngay khi c\u00e0i \u0111\u1eb7t v\u00e0 x\u1eed l\u00fd t\u1ed1t gi\u1ecdng n\u00f3i, gi\u1ecdng \u0111\u1ecba ph\u01b0\u01a1ng v\u00e0 gi\u1ecdng n\u00f3i h\u1ed7n h\u1ee3p. Do \u0111\u00f3, t\u00f4i r\u1ea5t c\u00f3 th\u1ec3 s\u1ebd chuy\u1ec3n sang n\u00f3 trong nh\u1eefng th\u00e1ng t\u1edbi. \u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 n\u00f3 ph\u1ee9c t\u1ea1p h\u01a1n \u0111\u1ec3 thi\u1ebft l\u1eadp n\u00ean c\u00f3 th\u1ec3 m\u1ea5t m\u1ed9t th\u1eddi gian. B\u1ea1n c\u1ea7n x\u1eed l\u00fd m\u00f4 h\u00ecnh, qu\u1ea3n l\u00fd c\u00e1c ph\u1ee5 thu\u1ed9c (v\u00ed d\u1ee5: Python, th\u01b0 vi\u1ec7n) v\u00e0 \u0111\u1ea3m b\u1ea3o b\u1ea1n c\u00f3 \u0111\u1ee7 ph\u1ea7n c\u1ee9ng \u0111\u1ec3 c\u00f3 hi\u1ec7u su\u1ea5t hi\u1ec7u qu\u1ea3. Ngo\u00e0i ra, Whisper kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 s\u1eed d\u1ee5ng tr\u1ef1c ti\u1ebfp trong tr\u00ecnh duy\u1ec7t. Khi x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng web, b\u1ea1n c\u1ea7n t\u1ea1o m\u1ed9t d\u1ecbch v\u1ee5 ph\u1ee5 tr\u1ee3 \u0111\u1ec3 x\u1eed l\u00fd b\u1ea3n ghi, \u0111i\u1ec1u n\u00e0y l\u00e0m t\u0103ng th\u00eam t\u00ednh ph\u1ee9c t\u1ea1p.      \n Avatar AI c\u1ee7a Fabrice\n T\u00f4i mu\u1ed1n t\u1ea1o m\u1ed9t Avatar Fabrice AI tr\u00f4ng v\u00e0 nghe gi\u1ed1ng t\u00f4i \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 tr\u00f2 chuy\u1ec7n. T\u00f4i \u0111\u00e3 \u0111\u00e1nh gi\u00e1 D-iD nh\u01b0ng th\u1ea5y n\u00f3 qu\u00e1 \u0111\u1eaft so v\u1edbi m\u1ee5c \u0111\u00edch c\u1ee7a t\u00f4i. Eleven Labs ch\u1ec9 c\u00f3 gi\u1ecdng n\u00f3i. Synthesia r\u1ea5t tuy\u1ec7t nh\u01b0ng hi\u1ec7n t\u1ea1i kh\u00f4ng t\u1ea1o video theo th\u1eddi gian th\u1ef1c. Cu\u1ed1i c\u00f9ng, t\u00f4i quy\u1ebft \u0111\u1ecbnh s\u1eed d\u1ee5ng HeyGen v\u00ec gi\u00e1 c\u1ea3 v\u00e0 ch\u1ee9c n\u0103ng ph\u00f9 h\u1ee3p h\u01a1n.  \n T\u00f4i ng\u1edd r\u1eb1ng t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m n\u00e0o \u0111\u00f3 Open AI s\u1ebd ph\u00e1t h\u00e0nh gi\u1ea3i ph\u00e1p ri\u00eang c\u1ee7a m\u00ecnh n\u00ean c\u00f4ng s\u1ee9c n\u00e0y s\u1ebd tr\u1edf n\u00ean v\u00f4 \u00edch. T\u00f4i th\u1ea5y tho\u1ea3i m\u00e1i v\u1edbi \u0111i\u1ec1u \u0111\u00f3 v\u00e0 s\u1ebd chuy\u1ec3n sang gi\u1ea3i ph\u00e1p Open AI khi v\u00e0 n\u1ebfu c\u00f3. \u1ede giai \u0111o\u1ea1n n\u00e0y, m\u1ee5c \u0111\u00edch c\u1ee7a to\u00e0n b\u1ed9 b\u00e0i t\u1eadp n\u00e0y l\u00e0 t\u00ecm hi\u1ec3u nh\u1eefng g\u00ec c\u00f3 th\u1ec3 v\u1edbi AI v\u00e0 l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u00fap t\u00f4i hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00f4ng gian n\u00e0y.  \n B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n t\u00f9y ch\u1ec9nh\n Hi\u1ec7n t\u1ea1i, t\u00f4i c\u1ea7n ch\u1ea1y truy v\u1ea5n MongoDB \u0111\u1ec3 tr\u00edch xu\u1ea5t c\u00e1c c\u00e2u h\u1ecfi v\u00e0 c\u00e2u tr\u1ea3 l\u1eddi trong ng\u00e0y. T\u00f4i \u0111ang x\u00e2y d\u1ef1ng m\u1ed9t b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u01a1n gi\u1ea3n, n\u01a1i t\u00f4i c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t v\u00e0 th\u1ed1ng k\u00ea \u0111\u01a1n gi\u1ea3n v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng truy v\u1ea5n theo ng\u00f4n ng\u1eef, s\u1ed1 l\u01b0\u1ee3ng y\u00eau c\u1ea7u chuy\u1ec3n gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n, v.v. \n Ngu\u1ed3n d\u1eef li\u1ec7u b\u1ed5 sung\n Ch\u00fang t\u00f4i v\u1eeba t\u1ea3i FJ Labs Portfolio l\u00ean Fabrice AI. B\u00e2y gi\u1edd b\u1ea1n c\u00f3 th\u1ec3 h\u1ecfi li\u1ec7u m\u1ed9t c\u00f4ng ty c\u00f3 n\u1eb1m trong danh m\u1ee5c \u0111\u1ea7u t\u01b0 hay kh\u00f4ng. Fabrice AI tr\u1ea3 l\u1eddi b\u1eb1ng m\u00f4 t\u1ea3 ng\u1eafn g\u1ecdn v\u1ec1 c\u00f4ng ty v\u00e0 li\u00ean k\u1ebft \u0111\u1ebfn trang web c\u1ee7a c\u00f4ng ty.  \n V\u00ec Fabrice AI nh\u1eadn \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u c\u00e2u h\u1ecfi c\u00e1 nh\u00e2n m\u00e0 kh\u00f4ng c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi, n\u00ean t\u00f4i \u0111\u00e3 d\u00e0nh th\u1eddi gian g\u1eafn th\u1ebb th\u1ee7 c\u00f4ng t\u1eebng di\u1ec5n gi\u1ea3 trong Video m\u1eebng sinh nh\u1eadt l\u1ea7n th\u1ee9 50 c\u1ee7a m\u00ecnh \u0111\u1ec3 cung c\u1ea5p n\u1ed9i dung c\u1ea7n thi\u1ebft.\n Ph\u1ea7n k\u1ebft lu\u1eadn\n V\u1edbi t\u1ea5t c\u1ea3 c\u00f4ng vi\u1ec7c t\u00f4i \u0111\u00e3 l\u00e0m trong m\u01b0\u1eddi hai th\u00e1ng qua v\u1ec1 m\u1ecdi th\u1ee9 li\u00ean quan \u0111\u1ebfn AI, c\u00f3 v\u1ebb nh\u01b0 c\u00f3 m\u1ed9t k\u1ebft lu\u1eadn chung r\u00f5 r\u00e0ng: b\u1ea1n c\u00e0ng \u0111\u1ee3i l\u00e2u, th\u00ec c\u00e0ng r\u1ebb, c\u00e0ng d\u1ec5 v\u00e0 c\u00e0ng t\u1ed1t, v\u00e0 kh\u1ea3 n\u0103ng Open AI s\u1ebd cung c\u1ea5p n\u00f3 c\u00e0ng cao! Trong th\u1eddi gian ch\u1edd \u0111\u1ee3i, h\u00e3y cho t\u00f4i bi\u1ebft n\u1ebfu b\u1ea1n c\u00f3 b\u1ea5t k\u1ef3 c\u00e2u h\u1ecfi n\u00e0o. \n ","Category":["Suy ngh\u0129 c\u00e1 nh\u00e2n","Ti\u1ec7n \u00edch c\u00f4ng ngh\u1ec7"],"_links":{"self":[{"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/posts\/46565","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/comments?post=46565"}],"version-history":[{"count":4,"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/posts\/46565\/revisions"}],"predecessor-version":[{"id":46793,"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/posts\/46565\/revisions\/46793"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/media\/46766"}],"wp:attachment":[{"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/media?parent=46565"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/categories?post=46565"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/grinda.org\/vi\/wp-json\/wp\/v2\/tags?post=46565"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}