{"id":40038,"date":"2025-06-12T21:08:42","date_gmt":"2025-06-12T21:08:42","guid":{"rendered":"https:\/\/mon-agent-ia.fr\/blog\/?p=40038"},"modified":"2025-06-12T21:08:44","modified_gmt":"2025-06-12T21:08:44","slug":"agentbricks-giai-phap-cua-databricks-de-tu-dong-hoa-qua-trinh-phat-trien-cac-tac-nhan-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/mon-agent-ia.fr\/blog\/vi\/agentbricks-giai-phap-cua-databricks-de-tu-dong-hoa-qua-trinh-phat-trien-cac-tac-nhan-tri-tue-nhan-tao\/","title":{"rendered":"AgentBricks: Gi\u1ea3i ph\u00e1p c\u1ee7a Databricks \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang ph\u00e1t tri\u1ec3n v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t, c\u00e1c c\u00f4ng ty kh\u00f4ng ng\u1eebng t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh c\u1ee7a m\u00ecnh. V\u1edbi s\u1ef1 ra m\u1eaft AgentBricks c\u1ee7a Databricks t\u1ea1i H\u1ed9i ngh\u1ecb th\u01b0\u1ee3ng \u0111\u1ec9nh v\u1ec1 d\u1eef li\u1ec7u + AI 2025, m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng \u0111ang b\u1eaft \u0111\u1ea7u trong l\u0129nh v\u1ef1c t\u1ef1 \u0111\u1ed9ng h\u00f3a t\u00e1c nh\u00e2n AI. N\u1ec1n t\u1ea3ng n\u00e0y h\u1ee9a h\u1eb9n s\u1ebd t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c t\u1ea1o v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c t\u00e1c nh\u00e2n n\u00e0y, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty. Trong khi \u0111\u00f3, c\u00f4ng c\u1ee5 ETL kh\u00f4ng c\u1ea7n m\u00e3 Lakeflow ho\u00e0n thi\u1ec7n d\u1ecbch v\u1ee5 n\u00e0y, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng thi\u1ebft k\u1ebf c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u. H\u00e3y c\u00f9ng xem x\u00e9t k\u1ef9 h\u01a1n nh\u1eefng c\u1ea3i ti\u1ebfn \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. AgentBricks: C\u00e1ch m\u1ea1ng h\u00f3a vi\u1ec7c t\u1ea1o ra c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<strong>V\u00e0o th\u1eddi \u0111i\u1ec3m khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 m\u00e1y h\u1ecdc \u0111ang n\u1ed5i l\u00ean nh\u01b0 nh\u1eefng c\u00f4ng c\u1ee5 thi\u1ebft y\u1ebfu cho c\u00e1c doanh nghi\u1ec7p, AgentBricks \u0111ang \u0111\u1ecbnh v\u1ecb m\u00ecnh l\u00e0 m\u1ed9t ph\u1ea3n \u1ee9ng c\u1ee5 th\u1ec3 \u0111\u1ed1i v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c t\u1ea1o ra c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh, c\u00f4ng c\u1ee5 n\u00e0y chuy\u1ec3n \u0111\u1ed5i m\u00f4 t\u1ea3 t\u00e1c v\u1ee5 th\u00e0nh c\u00e1c t\u00e1c nh\u00e2n ho\u1ea1t \u0111\u1ed9ng, \u0111\u1ed3ng th\u1eddi t\u00edch h\u1ee3p c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m ri\u00eang c\u1ee7a d\u1eef li\u1ec7u c\u1ee7a t\u1eebng c\u00f4ng ty.<\/strong> C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a AgentBricks<strong>AgentBricks d\u1ef1a tr\u00ean ba th\u00e0nh ph\u1ea7n ch\u00ednh:<\/strong> Tr\u00edch xu\u1ea5t th\u00f4ng tin: Chuy\u1ec3n \u0111\u1ed5i kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn v\u0103n b\u1ea3n phi c\u1ea5u tr\u00fac th\u00e0nh d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac d\u1ec5 s\u1eed d\u1ee5ng. <strong>Chuy\u00ean m\u00f4n h\u00f3a m\u00f4 h\u00ecnh: Cung c\u1ea5p c\u00e1c t\u00e1c v\u1ee5 t\u1ea1o v\u0103n b\u1ea3n t\u00f9y ch\u1ec9nh, ch\u1eb3ng h\u1ea1n nh\u01b0 t\u00f3m t\u1eaft v\u0103n b\u1ea3n, ph\u00e2n lo\u1ea1i v\u00e0 chuy\u1ec3n \u0111\u1ed5i.<\/strong> Tr\u1ee3 l\u00fd ki\u1ebfn \u200b\u200bth\u1ee9c: M\u1ed9t chatbot c\u00f3 kh\u1ea3 n\u0103ng tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi trong khi cung c\u1ea5p tr\u00edch d\u1eabn ngu\u1ed3n, do \u0111\u00f3 c\u1ee7ng c\u1ed1 \u0111\u1ed9 tin c\u1eady c\u1ee7a th\u00f4ng tin. B\u1ed9 ba n\u0103ng \u0111\u1ed9ng n\u00e0y cho ph\u00e9p c\u00e1c c\u00f4ng ty nhanh ch\u00f3ng chuy\u1ec3n t\u1eeb l\u00fd thuy\u1ebft sang th\u1ef1c h\u00e0nh, gi\u00fap c\u00e1c t\u00e1c nh\u00e2n AI d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n nhi\u1ec1u.<strong>L\u1ee3i \u00edch c\u1ee7a AgentBricks \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p<\/strong> C\u00e1c c\u00f4ng ty \u00e1p d\u1ee5ng AgentBricks \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb m\u1ed9t s\u1ed1 l\u1ee3i th\u1ebf \u0111\u00e1ng k\u1ec3: <strong>Ti\u1ebft ki\u1ec7m th\u1eddi gian: \u0110\u00e3 qua r\u1ed3i c\u00e1i th\u1eddi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u1ed1n h\u00e0ng gi\u1edd \u0111\u1ec3 tinh ch\u1ec9nh c\u00e1c t\u00e1c nh\u00e2n ph\u1ee9c t\u1ea1p.<\/strong> T\u1ed1i \u01b0u h\u00f3a chi ph\u00ed: Nh\u1edd c\u00e1c k\u1ef9 thu\u1eadt t\u1ed1i \u01b0u h\u00f3a ti\u00ean ti\u1ebfn, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 chi ph\u00ed c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI theo nhu c\u1ea7u c\u1ee7a m\u00ecnh.<\/p>\n\n<h2 class=\"wp-block-heading\">Qu\u1ea3n tr\u1ecb t\u00edch h\u1ee3p: H\u1ec7 th\u1ed1ng cho ph\u00e9p qu\u1ea3n l\u00fd d\u1eef li\u1ec7u tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n c\u1ee7a c\u00f4ng ty, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c tri\u1ec3n khai s\u1ea3n xu\u1ea5t c\u00e1c d\u1ef1 \u00e1n AI.<\/h2>\n\n<p class=\"wp-block-paragraph\">T\u00ednh n\u0103ng <strong>L\u1ee3i \u00edch<\/strong> Tr\u00edch xu\u1ea5t th\u00f4ng tin <strong>Chuy\u1ec3n \u0111\u1ed5i v\u0103n b\u1ea3n th\u00e0nh d\u1eef li\u1ec7u c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng<\/strong> Chuy\u00ean m\u00f4n h\u00f3a m\u00f4 h\u00ecnh <strong>C\u00e1 nh\u00e2n h\u00f3a nhi\u1ec7m v\u1ee5<\/strong> Tr\u1ee3 l\u00fd ki\u1ebfn \u200b\u200bth\u1ee9c<\/p>\n\n<h3 class=\"wp-block-heading\">C\u00e2u tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c v\u1edbi c\u00e1c ngu\u1ed3n<\/h3>\n\n<p class=\"wp-block-paragraph\"><strong>S\u1ef1 gia t\u0103ng c\u1ee7a nh\u1eefng c\u1ea3i ti\u1ebfn nh\u01b0 v\u1eady \u0111\u1eb7t ra m\u1ed9t c\u00e2u h\u1ecfi quan tr\u1ecdng: Nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y c\u00f3 th\u1ec3 bi\u1ebfn \u0111\u1ed5i t\u1ef1 \u0111\u1ed9ng h\u00f3a trong ng\u00e0nh \u0111\u1ebfn m\u1ee9c n\u00e0o? Kh\u00f4ng th\u1ec3 ph\u1ee7 nh\u1eadn r\u1eb1ng vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n AI v\u00e0o c\u00e1c quy tr\u00ecnh kinh doanh s\u1ebd \u0111\u1ecbnh ngh\u0129a l\u1ea1i t\u01b0\u01a1ng t\u00e1c gi\u1eefa ng\u01b0\u1eddi v\u00e0 m\u00e1y, \u0111\u1ed3ng th\u1eddi th\u00fac \u0111\u1ea9y s\u1ef1 \u0111\u1ed5i m\u1edbi. V\u1edbi c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, h\u1eadu c\u1ea7n v\u00e0 t\u00e0i ch\u00ednh \u0111\u00e3 \u0111i \u0111\u1ea7u, t\u00e1c \u0111\u1ed9ng ti\u1ec1m t\u00e0ng c\u1ee7a AgentBricks \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1ea3m nh\u1eadn.<\/strong> Lakeflow No-Code ETL: \u0110\u01a1n gi\u1ea3n h\u00f3a t\u00edch h\u1ee3p d\u1eef li\u1ec7u<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>C\u00f9ng v\u1edbi AgentBricks, Databricks c\u00f4ng b\u1ed1 ra m\u1eaft Lakeflow, m\u1ed9t c\u00f4ng c\u1ee5 ETL kh\u00f4ng c\u1ea7n m\u00e3 cho ph\u00e9p b\u1ea1n thi\u1ebft k\u1ebf \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng y\u00eau c\u1ea7u c\u00e1c k\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt c\u1ee5 th\u1ec3. Lo\u1ea1i c\u00f4ng c\u1ee5 n\u00e0y r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 d\u00e2n ch\u1ee7 h\u00f3a quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u trong c\u00e1c c\u00f4ng ty, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt.<\/strong> T\u00ednh n\u0103ng c\u1ee7a Lakeflow<\/li><li><strong>Lakeflow n\u1ed5i b\u1eadt nh\u1edd m\u1ed9t s\u1ed1 t\u00ednh n\u0103ng \u0111\u1ed9c \u0111\u00e1o:<\/strong> \u0110\u01b0\u1eddng \u1ed1ng khai b\u00e1o: Cho ph\u00e9p b\u1ea1n thi\u1ebft k\u1ebf quy tr\u00ecnh s\u1ea3n xu\u1ea5t d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch tr\u1ef1c quan, s\u1eed d\u1ee5ng c\u00e1c ng\u00f4n ng\u1eef nh\u01b0 SQL ho\u1eb7c Python.<\/li><li><strong>B\u1ed9 k\u1ebft n\u1ed1i thu th\u1eadp<\/strong> : H\u1ed7 tr\u1ee3 c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u ch\u00ednh, bao g\u1ed3m Google Analytics, ServiceNow v\u00e0 SharePoint.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Zerobus<\/p>\n\n<h3 class=\"wp-block-heading\">: M\u1ed9t gi\u1ea3i ph\u00e1p gi\u00fap c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n qu\u1ea3n l\u00fd kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn s\u1ef1 ki\u1ec7n v\u1edbi \u0111\u1ed9 tr\u1ec5 g\u1ea7n nh\u01b0 th\u1eddi gian th\u1ef1c.<\/h3>\n\n<p class=\"wp-block-paragraph\">T\u00e1c \u0111\u1ed9ng c\u1ee7a Lakeflow \u0111\u1ebfn T\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1eef li\u1ec7u <strong>Tri\u1ec3n khai<\/strong> Lakeflow<\/p>\n\n<ol class=\"wp-block-list\"><li><strong>c\u00f3 th\u1ec3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch c\u00e1c doanh nghi\u1ec7p qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u1ee7a h\u1ecd:<\/strong> T\u0103ng kh\u1ea3 n\u0103ng truy c\u1eadp<\/li><li><strong>: Ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng chuy\u00ean gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 t\u1ea1o lu\u1ed3ng d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ebfn chuy\u00ean gia d\u1eef li\u1ec7u.<\/strong> Gi\u1ea3m l\u1ed7i<\/li><li><strong>: M\u00f4i tr\u01b0\u1eddng tr\u1ef1c quan gi\u1ea3m thi\u1ec3u r\u1ee7i ro do l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi trong thao t\u00e1c d\u1eef li\u1ec7u.<\/strong> C\u1ea3i thi\u1ec7n t\u00ednh linh ho\u1ea1t<\/li><\/ol>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>: C\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 nhanh ch\u00f3ng \u0111i\u1ec1u ch\u1ec9nh quy tr\u00ecnh t\u00edch h\u1ee3p d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u thay \u0111\u1ed5i c\u1ee7a th\u1ecb tr\u01b0\u1eddng. T\u00ednh n\u0103ng<\/th>\n<th>L\u1ee3i \u00edch<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0110\u01b0\u1eddng \u1ed1ng khai b\u00e1o<\/td>\n<td>D\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/td>\n<\/tr>\n<tr>\n<td>B\u1ed9 k\u1ebft n\u1ed1i thu th\u1eadp<\/td>\n<td>Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau<\/td>\n<\/tr>\n<tr>\n<td>Zerobus<\/td>\n<td>Qu\u1ea3n l\u00fd s\u1ef1 ki\u1ec7n th\u1eddi gian th\u1ef1c<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Khi vi\u1ec7c \u00e1p d\u1ee5ng Lakeflow tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n, c\u00e1c c\u00f4ng ty ph\u1ea3i c\u00e2n nh\u1eafc c\u00e1ch th\u1ee9c t\u00edch h\u1ee3p s\u1ef1 \u0111\u1ed5i m\u1edbi n\u00e0y v\u00e0o c\u00e1c chi\u1ebfn l\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ee7a h\u1ecd. Kh\u1ea3 n\u0103ng thi\u1ebft k\u1ebf v\u00e0 qu\u1ea3n l\u00fd \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng b\u1ecb c\u1ea3n tr\u1edf b\u1edfi c\u00e1c kh\u00eda c\u1ea1nh k\u1ef9 thu\u1eadt m\u1edf \u0111\u01b0\u1eddng cho vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u th\u00f4ng minh h\u01a1n. Theo ngh\u0129a n\u00e0y, Databricks cung c\u1ea5p m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u00f3 gi\u00e1 tr\u1ecb.<strong>T\u01b0\u01a1ng lai c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1edbi Databricks<\/strong> Khi ch\u00fang ta ti\u1ebfn v\u1ec1 ph\u00eda tr\u01b0\u1edbc trong k\u1ef7 nguy\u00ean \u0111\u1ed5i m\u1edbi n\u00e0y, ch\u00fang ta n\u00ean t\u1ef1 h\u1ecfi t\u01b0\u01a1ng lai n\u00e0o \u0111ang ch\u1edd \u0111\u1ee3i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Cho \u0111\u1ebfn nay, nh\u1eefng c\u00f4ng ty l\u1edbn nh\u01b0 Databricks \u0111ang \u0111i \u0111\u1ea7u, cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p kh\u00f4ng ch\u1ec9 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c t\u1ea1o ra c\u00e1c t\u00e1c nh\u00e2n AI m\u00e0 c\u00f2n l\u00e0m phong ph\u00fa th\u00eam c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u c\u1ee7a c\u00e1c c\u00f4ng ty. Quan \u0111i\u1ec3m v\u1ec1 t\u1ef1 \u0111\u1ed9ng h\u00f3a trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau<strong>T\u1ea1i sao t\u1ef1 \u0111\u1ed9ng h\u00f3a l\u1ea1i quan tr\u1ecdng \u0111\u1ebfn v\u1eady? Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c m\u00e0 vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n AI c\u00f3 th\u1ec3 mang l\u1ea1i nh\u1eefng thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3:<\/strong>D\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng: c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i v\u00e0 c\u00e1 nh\u00e2n h\u00f3a c\u00e1c t\u01b0\u01a1ng t\u00e1c.<strong>Qu\u1ea3n l\u00fd ngu\u1ed3n nh\u00e2n l\u1ef1c: t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n.<\/strong> S\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p: t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 AI d\u1ef1 \u0111o\u00e1n.<\/p>\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c ph\u00eda tr\u01b0\u1edbc<\/h2>\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 \u0111\u00e3 c\u00f3 ti\u1ebfn tri\u1ec3n, nh\u01b0ng vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u00f4ng ph\u1ea3i l\u00e0 kh\u00f4ng c\u00f3 th\u00e1ch th\u1ee9c. C\u00e1c c\u00f4ng ty ph\u1ea3i gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u. N\u00ean \u00e1p d\u1ee5ng nh\u1eefng bi\u1ec7n ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t n\u00e0o \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c t\u00e1c nh\u00e2n AI c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 hi\u1ec7u qu\u1ea3? Th\u00e1ch th\u1ee9c <strong>Gi\u1ea3i ph\u00e1p ti\u1ec1m n\u0103ng<\/strong> Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m <strong>Tri\u1ec3n khai c\u00e1c ch\u00ednh s\u00e1ch qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/strong>Ra quy\u1ebft \u0111\u1ecbnh thi\u00ean v\u1ecb<\/p>\n\n<h3 class=\"wp-block-heading\">\u0110\u00e0o t\u1ea1o li\u00ean t\u1ee5c v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c d\u1eef li\u1ec7u v\u00e0 AI<\/h3>\n\n<p class=\"wp-block-paragraph\"><strong>Thi\u1ebfu s\u1ef1 tin t\u01b0\u1edfng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng<\/strong> Minh b\u1ea1ch trong ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u00e1c nh\u00e2n AI<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 kh\u00f4ng ng\u1eebng ph\u00e1t tri\u1ec3n n\u00e0y,<\/strong> Databricks<\/li><li><strong>v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p c\u1ee7a c\u00f4ng ty nh\u01b0<\/strong> AgentBricks<\/li><li><strong>v\u00e0<\/strong> Lakeflow<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">\u0111ang d\u1eabn \u0111\u1ea7u xu h\u01b0\u1edbng t\u1ef1 \u0111\u1ed9ng h\u00f3a hi\u1ec7u qu\u1ea3 v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m h\u01a1n \u0111\u1ed1i v\u1edbi<\/h3>\n\n<p class=\"wp-block-paragraph\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. C\u00e1c t\u1ed5 ch\u1ee9c t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i n\u00e0y ch\u1eafc ch\u1eafn s\u1ebd \u0111i \u0111\u1ea7u trong \u0111\u1ed5i m\u1edbi, th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<strong><\/strong> <\/p>\n\n<ol class=\"wp-block-list\"><li><strong><\/strong> <\/li><li><strong><\/strong> <\/li><li><strong><\/strong> <\/li><\/ol>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th><\/th>\n<th><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\"> <strong><\/strong>  <strong><\/strong> <strong><\/strong> <strong><\/strong> <\/p>\n\n<h2 class=\"wp-block-heading\"><\/h2>\n\n<p class=\"wp-block-paragraph\"><strong><\/strong><strong><\/strong> <strong><\/strong> <\/p>\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n<ul class=\"wp-block-list\"><li><strong><\/strong> <\/li><li><strong><\/strong> <\/li><li><strong><\/strong> <\/li><\/ul>\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n<p class=\"wp-block-paragraph\"><strong><\/strong> <strong><\/strong> <\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th><\/th>\n<th><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\"> <strong><\/strong>  <strong><\/strong>  <strong><\/strong> <strong><\/strong><\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang ph\u00e1t tri\u1ec3n v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t, c\u00e1c c\u00f4ng ty kh\u00f4ng ng\u1eebng t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh c\u1ee7a m\u00ecnh. V\u1edbi s\u1ef1 ra m\u1eaft AgentBricks c\u1ee7a Databricks t\u1ea1i H\u1ed9i ngh\u1ecb th\u01b0\u1ee3ng \u0111\u1ec9nh v\u1ec1 d\u1eef li\u1ec7u + AI 2025, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":40006,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[70597,7308,70600,284,8166],"class_list":["post-40038","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe-vi","tag-dai-ly-gach-vi","tag-databricks-vi","tag-phat-trien-dai-ly-vi","tag-tri-tue-nhan-tao-vi","tag-tu-dong-hoa-vi"],"_links":{"self":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/40038","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/comments?post=40038"}],"version-history":[{"count":1,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/40038\/revisions"}],"predecessor-version":[{"id":40039,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/40038\/revisions\/40039"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/40006"}],"wp:attachment":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=40038"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=40038"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=40038"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}