Vi\u1ec7c t\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 t\u1eeb l\u00e2u \u0111\u00e3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi nhi\u1ec1u c\u00f4ng ty. C\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 "kh\u00f4ng t\u00ecm th\u1ea5y th\u00f4ng tin c\u1ea7n thi\u1ebft", "c\u00f9ng m\u1ed9t c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c h\u1ecfi \u0111i h\u1ecfi l\u1ea1i" v\u00e0 "c\u00f3 nh\u1eefng nhi\u1ec7m v\u1ee5 m\u00e0 ch\u1ec9 m\u1ed9t s\u1ed1 ng\u01b0\u1eddi nh\u1ea5t \u0111\u1ecbnh m\u1edbi hi\u1ec3u" l\u00e0 nh\u1eefng v\u1ea5n \u0111\u1ec1 th\u01b0\u1eddng g\u1eb7p trong b\u1ea5t k\u1ef3 t\u1ed5 ch\u1ee9c n\u00e0o.<\/p>\n\n\n\n
T\u00f3m l\u1ea1i, nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). \u0110\u1eb7c bi\u1ec7t, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng AI d\u1ef1a tr\u00ean tr\u00f2 chuy\u1ec7n v\u00e0 AI t\u00ecm ki\u1ebfm, v\u1ed1n \u0111ang thu h\u00fat s\u1ef1 ch\u00fa \u00fd trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 c\u00f3 th\u1ec3 chuy\u1ec3n t\u1eeb d\u1ea1ng "t\u00edch l\u0169y" sang d\u1ea1ng "c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ngay l\u1eadp t\u1ee9c".<\/p>\n\n\n\n
\u0110i\u1ec1u n\u00e0y l\u00e0 b\u1edfi v\u00ec AI kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm; n\u00f3 c\u00f3 th\u1ec3 hi\u1ec3u v\u00e0 t\u00edch h\u1ee3p nhi\u1ec1u m\u1ea9u th\u00f4ng tin kh\u00e1c nhau v\u00e0 tr\u00ecnh b\u00e0y ch\u00fang theo c\u00e1ch t\u1ed1i \u01b0u nh\u1ea5t. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3i quy\u1ebft \u0111\u1ed3ng th\u1eddi c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 t\u00ecm ki\u1ebfm, chia s\u1ebb v\u00e0 d\u1ef1a v\u00e0o chuy\u00ean m\u00f4n c\u00e1 nh\u00e2n.<\/p>\n\n\n\n
B\u00e0i vi\u1ebft n\u00e0y tr\u00ecnh b\u00e0y m\u1ed9t c\u00e1ch h\u1ec7 th\u1ed1ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p c\u1ee5 th\u1ec3 \u0111\u1ec3 t\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, nh\u1eefng t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 v\u00e0 c\u00e1c \u0111i\u1ec3m m\u1ea5u ch\u1ed1t c\u1ea7n l\u01b0u \u00fd khi tri\u1ec3n khai.<\/p>\n\n\n\n
Ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn ki\u1ebfn th\u1ee9c v\u00e0 th\u00f4ng tin \u0111\u01b0\u1ee3c t\u00edch l\u0169y trong n\u1ed9i b\u1ed9 c\u00f4ng ty. V\u00ed d\u1ee5 bao g\u1ed3m s\u1ed5 tay v\u1eadn h\u00e0nh, b\u00e0i thuy\u1ebft tr\u00ecnh b\u00e1n h\u00e0ng, h\u1ed3 s\u01a1 kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 tr\u01b0\u1edbc \u0111\u00e2y v\u00e0 l\u1ecbch s\u1eed t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng. Nh\u1eefng ki\u1ebfn th\u1ee9c n\u00e0y \u0111\u01b0\u1ee3c t\u00edch l\u0169y m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean th\u00f4ng qua ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y v\u00e0 l\u00e0 t\u00e0i s\u1ea3n quan tr\u1ecdng c\u1ee7a c\u00f4ng ty.<\/p>\n\n\n\n
Tuy nhi\u00ean, b\u1ea5t ch\u1ea5p t\u1ea7m quan tr\u1ecdng c\u1ee7a n\u00f3, ki\u1ebfn th\u1ee9c th\u01b0\u1eddng kh\u00f4ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3. M\u1ed9t trong nh\u1eefng l\u00fd do l\u00e0 "s\u1ef1 ph\u00e2n t\u00e1n ki\u1ebfn th\u1ee9c". Th\u00f4ng tin n\u1eb1m r\u1ea3i r\u00e1c tr\u00ean c\u00e1c m\u00e1y ch\u1ee7 t\u1eadp tin, Google Drive, tr\u00f2 chuy\u1ec7n n\u1ed9i b\u1ed9, email v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng kh\u00e1c, khi\u1ebfn vi\u1ec7c bi\u1ebft \u0111\u01b0\u1ee3c v\u1ecb tr\u00ed c\u1ee7a b\u1ea5t k\u1ef3 th\u00f4ng tin n\u00e0o tr\u1edf n\u00ean kh\u00f3 kh\u0103n.<\/p>\n\n\n\n
C\u00e1c kh\u00e1i ni\u1ec7m ch\u00ednh \u1edf \u0111\u00e2y l\u00e0 "ki\u1ebfn th\u1ee9c t\u01b0\u1eddng minh" v\u00e0 "ki\u1ebfn th\u1ee9c ng\u1ea7m". Ki\u1ebfn th\u1ee9c t\u01b0\u1eddng minh l\u00e0 ki\u1ebfn th\u1ee9c \u0111\u01b0\u1ee3c ghi ch\u00e9p l\u1ea1i, ch\u1eb3ng h\u1ea1n nh\u01b0 s\u00e1ch h\u01b0\u1edbng d\u1eabn v\u00e0 t\u00e0i li\u1ec7u. M\u1eb7t kh\u00e1c, ki\u1ebfn th\u1ee9c ng\u1ea7m l\u00e0 ki\u1ebfn th\u1ee9c d\u1ef1a tr\u00ean kinh nghi\u1ec7m v\u00e0 tr\u1ef1c gi\u00e1c c\u00e1 nh\u00e2n, v\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c di\u1ec5n \u0111\u1ea1t b\u1eb1ng l\u1eddi n\u00f3i. \u1ede nhi\u1ec1u c\u00f4ng ty, ki\u1ebfn th\u1ee9c ng\u1ea7m n\u00e0y l\u00e0 nguy\u00ean nh\u00e2n d\u1eabn \u0111\u1ebfn s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o chuy\u00ean m\u00f4n c\u00e1 nh\u00e2n.<\/p>\n\n\n\n
Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00f3ng vai tr\u00f2 thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa ki\u1ebfn th\u1ee9c t\u01b0\u1eddng minh v\u00e0 ki\u1ebfn th\u1ee9c ng\u1ea7m. N\u00f3i c\u00e1ch kh\u00e1c, b\u1ea3n ch\u1ea5t c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng AI kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, m\u00e0 l\u00e0 "l\u00e0m cho ki\u1ebfn th\u1ee9c tr\u1edf n\u00ean h\u1eefu d\u1ee5ng".<\/p>\n\n\n\n
\u0110\u1ec3 hi\u1ec3u c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty, vi\u1ec7c t\u00ecm hi\u1ec3u v\u1ec1 m\u1ed9t c\u00f4ng ngh\u1ec7 g\u1ecdi l\u00e0 "RAG (Retrieval-Augmented Generation)" s\u1ebd r\u1ea5t h\u1eefu \u00edch.<\/p>\n\n\n\n
RAG l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng k\u1ebft h\u1ee3p gi\u1eefa "Truy xu\u1ea5t" v\u00e0 "T\u1ea1o ra". N\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, \u0111\u00f3 l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 m\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) t\u00ecm ki\u1ebfm th\u00f4ng tin li\u00ean quan t\u1eeb c\u01a1 s\u1edf d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty v\u00e0 t\u1ea1o ra c\u00e2u tr\u1ea3 l\u1eddi t\u1ed1i \u01b0u d\u1ef1a tr\u00ean th\u00f4ng tin \u0111\u00f3.<\/p>\n\n\n\n
C\u00e1c h\u1ec7 th\u1ed1ng t\u00ecm ki\u1ebfm truy\u1ec1n th\u1ed1ng y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng nh\u1eadp t\u1eeb kh\u00f3a v\u00e0 t\u00ecm ki\u1ebfm th\u00f4ng tin li\u00ean quan. Tuy nhi\u00ean, v\u1edbi RAG, ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n \u0111\u1eb7t c\u00e2u h\u1ecfi b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, v\u00e0 AI s\u1ebd thu th\u1eadp th\u00f4ng tin li\u00ean quan v\u00e0 tr\u00ecnh b\u00e0y t\u00f3m t\u1eaft c\u00e1c \u0111i\u1ec3m ch\u00ednh.<\/p>\n\n\n\n
V\u00ed d\u1ee5, n\u1ebfu b\u1ea1n nh\u1eadp "H\u00e3y cho t\u00f4i bi\u1ebft c\u00e1c quy t\u1eafc v\u1ec1 ho\u00e0n tr\u1ea3 chi ph\u00ed", AI s\u1ebd tham kh\u1ea3o nhi\u1ec1u quy \u0111\u1ecbnh v\u00e0 h\u01b0\u1edbng d\u1eabn kh\u00e1c nhau v\u00e0 \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp r\u00f5 r\u00e0ng. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian t\u00ecm ki\u1ebfm th\u00f4ng tin.<\/p>\n\n\n\n
Theo c\u00e1ch n\u00e0y, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng ch\u1ec9 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm, m\u00e0 c\u00f2n l\u00e0 m\u1ed9t th\u1ef1c th\u1ec3 "hi\u1ec3u v\u00e0 tr\u1ea3 l\u1eddi".<\/p>\n\n\n\n
Qu\u1ea3n l\u00fd tri th\u1ee9c truy\u1ec1n th\u1ed1ng d\u1ef1a tr\u00ean gi\u1ea3 \u0111\u1ecbnh r\u1eb1ng "m\u1ecdi ng\u01b0\u1eddi s\u1ebd t\u00ecm ki\u1ebfm th\u00f4ng tin". Tuy nhi\u00ean, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), m\u00f4 h\u00ecnh n\u00e0y thay \u0111\u1ed5i th\u00e0nh "AI t\u00ecm ki\u1ebfm v\u00e0 tr\u00ecnh b\u00e0y th\u00f4ng tin". S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y r\u1ea5t \u0111\u00e1ng k\u1ec3 v\u00e0 t\u00e1c \u0111\u1ed9ng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n
Theo ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng, ng\u01b0\u1eddi ta ph\u1ea3i ngh\u0129 ra c\u00e1c t\u1eeb kh\u00f3a ph\u00f9 h\u1ee3p, m\u1edf nhi\u1ec1u t\u00e0i li\u1ec7u, tr\u00edch xu\u1ea5t v\u00e0 hi\u1ec3u th\u00f4ng tin c\u1ea7n thi\u1ebft. M\u1eb7t kh\u00e1c, v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), b\u1ea1n c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c c\u00e2u tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp khoa h\u1ecdc ch\u1ec9 b\u1eb1ng c\u00e1ch \u0111\u1eb7t c\u00e2u h\u1ecfi.<\/p>\n\n\n\n
H\u01a1n n\u1eefa, trong khi c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng th\u01b0\u1eddng ch\u1ec9 c\u00f3 th\u1ec3 x\u1eed l\u00fd th\u00f4ng tin theo "\u0111\u01a1n v\u1ecb", AI hi\u1ec3u \u0111\u01b0\u1ee3c "ng\u1eef c\u1ea3nh". \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 n\u00f3 c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c c\u00e2u h\u1ecfi m\u01a1 h\u1ed3 v\u00e0 c\u00e1c trao \u0111\u1ed5i trung gian.<\/p>\n\n\n\n
S\u1ef1 thay \u0111\u1ed5i n\u00e0y s\u1ebd l\u00e0m gi\u1ea3m \u0111\u00e1ng k\u1ec3 r\u00e0o c\u1ea3n trong vi\u1ec7c s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c, gi\u00fap m\u1ecdi ng\u01b0\u1eddi d\u1ec5 d\u00e0ng ti\u1ebfp c\u1eadn th\u00f4ng tin h\u1ecd c\u1ea7n.<\/p>\n\n\n\n
T\u00f3m l\u1ea1i, l\u1ee3i \u00edch l\u1edbn nh\u1ea5t c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI l\u00e0 gi\u1ea3m th\u1eddi gian t\u00ecm ki\u1ebfm. T\u1ea1i nhi\u1ec1u c\u00f4ng ty, nh\u00e2n vi\u00ean d\u00e0nh m\u1ed9t ph\u1ea7n \u0111\u00e1ng k\u1ec3 th\u1eddi gian trong ng\u00e0y \u0111\u1ec3 t\u00ecm ki\u1ebfm th\u00f4ng tin.<\/p>\n\n\n\n
B\u1eb1ng c\u00e1ch \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), th\u1eddi gian n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 v\u00ec AI c\u00f3 th\u1ec3 ngay l\u1eadp t\u1ee9c s\u1eafp x\u1ebfp v\u00e0 tr\u00ecnh b\u00e0y th\u00f4ng tin c\u1ea7n thi\u1ebft. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p nh\u00e2n vi\u00ean t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 ch\u00ednh c\u1ee7a h\u1ecd.<\/p>\n\n\n\n
V\u00ed d\u1ee5, b\u1ed9 ph\u1eadn h\u1ed7 tr\u1ee3 s\u1ebd c\u00f3 th\u1ec3 ph\u1ea3n h\u1ed3i c\u00e1c y\u00eau c\u1ea7u nhanh h\u01a1n, v\u00e0 b\u1ed9 ph\u1eadn b\u00e1n h\u00e0ng s\u1ebd c\u00f3 th\u1ec3 gi\u1ea3m th\u1eddi gian c\u1ea7n thi\u1ebft \u0111\u1ec3 l\u1eadp \u0111\u1ec1 xu\u1ea5t. K\u1ebft qu\u1ea3 l\u00e0, n\u0103ng su\u1ea5t c\u1ee7a to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c s\u1ebd \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n.<\/p>\n\n\n\n
Vi\u1ec7c c\u00e1 nh\u00e2n h\u00f3a ti\u1ec1m \u1ea9n r\u1ee7i ro \u0111\u00e1ng k\u1ec3 \u0111\u1ed1i v\u1edbi nhi\u1ec1u c\u00f4ng ty. C\u00e0ng nhi\u1ec1u th\u00f4ng tin ch\u1ec9 \u0111\u01b0\u1ee3c m\u1ed9t s\u1ed1 nh\u00e2n vi\u00ean nh\u1ea5t \u0111\u1ecbnh bi\u1ebft, th\u00ec ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u00e0ng tr\u1edf n\u00ean kh\u00f4ng \u1ed5n \u0111\u1ecbnh.<\/p>\n\n\n\n
B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), ki\u1ebfn th\u1ee9c \u0111\u01b0\u1ee3c t\u1eadp trung h\u00f3a v\u00e0 d\u1ec5 d\u00e0ng ti\u1ebfp c\u1eadn v\u1edbi m\u1ecdi ng\u01b0\u1eddi. H\u01a1n n\u1eefa, v\u00ec AI cung c\u1ea5p c\u00e2u tr\u1ea3 l\u1eddi d\u1ef1a tr\u00ean c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u00e0 t\u00e0i li\u1ec7u trong qu\u00e1 kh\u1ee9, ki\u1ebfn th\u1ee9c c\u1ee7a c\u00e1c nh\u00e2n vi\u00ean k\u1ef3 c\u1ef1u \u0111\u01b0\u1ee3c chia s\u1ebb m\u1ed9t c\u00e1ch gi\u00e1n ti\u1ebfp.<\/p>\n\n\n\n
H\u1ec7 th\u1ed1ng n\u00e0y t\u1ef1 nhi\u00ean th\u00fac \u0111\u1ea9y vi\u1ec7c chia s\u1ebb ki\u1ebfn th\u1ee9c v\u00e0 n\u00e2ng cao tr\u00ecnh \u0111\u1ed9 k\u1ef9 n\u0103ng trong to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n
Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) c\u0169ng s\u1ebd \u0111\u00f3ng g\u00f3p \u0111\u00e1ng k\u1ec3 v\u00e0o vi\u1ec7c \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean m\u1edbi. Theo truy\u1ec1n th\u1ed1ng, n\u1ebfu nh\u00e2n vi\u00ean m\u1edbi c\u00f3 th\u1eafc m\u1eafc, h\u1ecd ph\u1ea3i h\u1ecfi c\u00e1c nh\u00e2n vi\u00ean c\u1ea5p cao, nh\u01b0ng AI s\u1ebd \u0111\u1ea3m nh\u1eadn vai tr\u00f2 \u0111\u00f3.<\/p>\n\n\n\n
\u0110i\u1ec1u n\u00e0y t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng n\u01a1i nh\u00e2n vi\u00ean c\u00f3 th\u1ec3 \u0111\u1eb7t c\u00e2u h\u1ecfi b\u1ea5t c\u1ee9 l\u00fac n\u00e0o, cho ph\u00e9p h\u1ecd t\u1ef1 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. K\u1ebft qu\u1ea3 l\u00e0, chi ph\u00ed \u0111\u00e0o t\u1ea1o \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u v\u00e0 nh\u00e2n vi\u00ean nhanh ch\u00f3ng \u0111\u1ea1t \u0111\u01b0\u1ee3c n\u0103ng su\u1ea5t cao h\u01a1n.<\/p>\n\n\n\n
H\u01a1n n\u1eefa, v\u00ec AI lu\u00f4n cung c\u1ea5p c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng nh\u01b0 nhau, n\u00f3 c\u0169ng gi\u00fap ng\u0103n ng\u1eeba s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n trong n\u1ed9i dung gi\u00e1o d\u1ee5c.<\/p>\n\n\n\n
Kh\u00eda c\u1ea1nh quan tr\u1ecdng nh\u1ea5t trong vi\u1ec7c tri\u1ec3n khai AI l\u00e0 t\u1ed5 ch\u1ee9c ki\u1ebfn th\u1ee9c. N\u1ebfu d\u1eef li\u1ec7u kh\u00f4ng \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c, AI kh\u00f4ng th\u1ec3 \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c.<\/p>\n\n\n\n
Do \u0111\u00f3, b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean l\u00e0 s\u1eafp x\u1ebfp c\u00e1c t\u00e0i li\u1ec7u hi\u1ec7n c\u00f3 v\u00e0 lo\u1ea1i b\u1ecf th\u00f4ng tin kh\u00f4ng c\u1ea7n thi\u1ebft. H\u01a1n n\u1eefa, vi\u1ec7c ph\u00e2n lo\u1ea1i v\u00e0 g\u1eafn th\u1ebb th\u00f4ng tin s\u1ebd gi\u00fap AI d\u1ec5 d\u00e0ng hi\u1ec3u h\u01a1n.<\/p>\n\n\n\n
Vi\u1ec7c b\u1ecf qua b\u01b0\u1edbc n\u00e0y s\u1ebd l\u00e0m gi\u1ea3m \u0111\u00e1ng k\u1ec3 hi\u1ec7u qu\u1ea3 c\u1ee7a vi\u1ec7c tri\u1ec3n khai AI, v\u00ec v\u1eady c\u1ea7n ph\u1ea3i h\u1ebft s\u1ee9c th\u1eadn tr\u1ecdng.<\/p>\n\n\n\n
B\u1ea3o m\u1eadt l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t khi x\u1eed l\u00fd d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty. \u0110\u1eb7c bi\u1ec7t, c\u00e1c c\u00f4ng ty x\u1eed l\u00fd th\u00f4ng tin m\u1eadt th\u01b0\u1eddng c\u00e2n nh\u1eafc c\u00e1c gi\u1ea3i ph\u00e1p "t\u1ea1i ch\u1ed7" thay v\u00ec c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y.<\/p>\n\n\n\n
"T\u1ea1i ch\u1ed7" (On-premise) \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u1ea5u h\u00ecnh h\u1ec7 th\u1ed1ng trong \u0111\u00f3 h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh tr\u00ean c\u00e1c m\u00e1y ch\u1ee7 ri\u00eang c\u1ee7a c\u00f4ng ty. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m nguy c\u01a1 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u cho b\u00ean th\u1ee9 ba.<\/p>\n\n\n\n
M\u1eb7t kh\u00e1c, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y mang l\u1ea1i \u01b0u \u0111i\u1ec3m l\u00e0 d\u1ec5 tri\u1ec3n khai v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng cao. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i l\u1ef1a ch\u1ecdn c\u1ea5u h\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi y\u00eau c\u1ea7u c\u1ee7a c\u00f4ng ty b\u1ea1n.<\/p>\n\n\n\n
Ch\u00eca kh\u00f3a \u0111\u1ec3 tri\u1ec3n khai AI th\u00e0nh c\u00f4ng kh\u00f4ng ph\u1ea3i l\u00e0 h\u01b0\u1edbng \u0111\u1ebfn s\u1ef1 ho\u00e0n h\u1ea3o ngay l\u1eadp t\u1ee9c, m\u00e0 l\u00e0 b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng b\u01b0\u1edbc nh\u1ecf v\u00e0 li\u00ean t\u1ee5c c\u1ea3i ti\u1ebfn.<\/p>\n\n\n\n
Tr\u01b0\u1edbc ti\u00ean, ch\u00fang t\u00f4i s\u1ebd ti\u1ebfn h\u00e0nh ch\u01b0\u01a1ng tr\u00ecnh th\u00ed \u0111i\u1ec3m t\u1ea1i m\u1ed9t b\u1ed9 ph\u1eadn ho\u1eb7c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 \u0111\u1ec3 ki\u1ec3m ch\u1ee9ng hi\u1ec7u qu\u1ea3. Sau \u0111\u00f3, ch\u00fang t\u00f4i s\u1ebd tri\u1ec3n khai d\u1ea7n d\u1ea7n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i nh\u1eadn \u0111\u01b0\u1ee3c.<\/p>\n\n\n\n
Quy tr\u00ecnh n\u00e0y cho ph\u00e9p b\u1ea1n \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u r\u1ee7i ro.<\/p>\n\n\n\n
B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 qu\u1ea3n l\u00fd ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9, c\u00e1c th\u00e1ch th\u1ee9c nh\u01b0 t\u00ecm ki\u1ebfm, chia s\u1ebb v\u00e0 s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o chuy\u00ean m\u00f4n c\u00e1 nh\u00e2n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3. Vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i t\u1eeb qu\u1ea3n l\u00fd ki\u1ebfn th\u1ee9c theo ki\u1ec3u "t\u00ecm ki\u1ebfm" truy\u1ec1n th\u1ed1ng sang s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c theo ki\u1ec3u "t\u01b0\u01a1ng t\u00e1c thu th\u1eadp" s\u1ebd c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 n\u0103ng su\u1ea5t.<\/p>\n\n\n\n
M\u1eb7t kh\u00e1c, vi\u1ec7c t\u1ed5 ch\u1ee9c ki\u1ebfn th\u1ee9c v\u00e0 thi\u1ebft l\u1eadp h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh l\u00e0 \u0111i\u1ec1u thi\u1ebft y\u1ebfu \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh c\u00f4ng. B\u1eb1ng c\u00e1ch gi\u1ea3i quy\u1ebft \u0111\u00fang \u0111\u1eafn nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y, hi\u1ec7u qu\u1ea3 c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ed1i \u0111a h\u00f3a.<\/p>\n\n\n\n
Trong t\u01b0\u01a1ng lai, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) s\u1ebd tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i trong c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh. Vi\u1ec7c \u00e1p d\u1ee5ng s\u1edbm s\u1ebd gi\u00fap c\u00e1c c\u00f4ng ty thi\u1ebft l\u1eadp l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>","protected":false},"excerpt":{"rendered":"
\u30a4\u30f3\u30c8\u30ed\u30c0\u30af\u30b7\u30e7\u30f3 \u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u6d3b\u7528\u306f\u3001\u591a\u304f\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u9577\u5e74\u306e\u8ab2\u984c\u3067\u3059\u3002\u300c\u5fc5\u8981\u306a\u60c5\u5831\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u300c\u540c\u3058 […]<\/p>\n","protected":false},"author":1,"featured_media":12789,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[34],"tags":[],"class_list":["post-12727","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12727","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/comments?post=12727"}],"version-history":[{"count":3,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12727\/revisions"}],"predecessor-version":[{"id":12785,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/posts\/12727\/revisions\/12785"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/media\/12789"}],"wp:attachment":[{"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/media?parent=12727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/categories?post=12727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chat-messenger.com\/vi\/wp-json\/wp\/v2\/tags?post=12727"}],"curies":[{"name":"trang web","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}