{"id":39755,"date":"2026-08-17T19:28:01","date_gmt":"2026-08-17T12:28:01","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=39755"},"modified":"2026-08-17T19:28:14","modified_gmt":"2026-08-17T12:28:14","slug":"tro-ly-ai-tu-van-tuyen-sinh-asia-university-program","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/tro-ly-ai-tu-van-tuyen-sinh-asia-university-program\/","title":{"rendered":"M\u1ed9t tr\u1ee3 l\u00fd AI t\u01b0 v\u1ea5n tuy\u1ec3n sinh \u0111\u01b0\u1ee3c sinh vi\u00ean Asia University Program x\u00e2y d\u1ef1ng v\u00e0 ki\u1ec3m th\u1eed"},"content":{"rendered":"

Trong m\u00f9a tuy\u1ec3n sinh, h\u1ecdc sinh v\u00e0 ph\u1ee5 huynh th\u01b0\u1eddng c\u1ea7n t\u00ecm hi\u1ec3u c\u00f9ng l\u00fac nhi\u1ec1u th\u00f4ng tin nh\u01b0 ng\u00e0nh h\u1ecdc, \u0111i\u1ec1u ki\u1ec7n \u0111\u1ea7u v\u00e0o, h\u1ecdc ph\u00ed hay h\u1ecdc b\u1ed5ng. Khi l\u01b0\u1ee3ng c\u00e2u h\u1ecfi t\u0103ng l\u00ean, b\u00e0i to\u00e1n \u0111\u1eb7t ra kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 ph\u1ea3n h\u1ed3i nhanh, m\u00e0 c\u00f2n ph\u1ea3i b\u1ea3o \u0111\u1ea3m c\u00e2u tr\u1ea3 l\u1eddi b\u00e1m s\u00e1t ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 h\u1ea1n ch\u1ebf t\u00ecnh tr\u1ea1ng AI t\u1ea1o ra th\u00f4ng tin kh\u00f4ng ch\u00ednh x\u00e1c.<\/span><\/p>\n

T\u1eeb th\u1ef1c t\u1ebf \u0111\u00f3, nh\u00f3m Ho\u00e0ng Minh Th\u1ed1ng, Tr\u1ea7n Th\u00e0nh Ti\u1ebfn, Nguy\u1ec5n Quang Vinh, Nguy\u1ec5n Qu\u1ed1c B\u1ea3o v\u00e0 Nguy\u1ec5n L\u00ea Ho\u00e0ng D\u0169ng, d\u01b0\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a ThS. Nguy\u1ec5n Tr\u1ecdng Ho\u00e0ng, l\u1ef1a ch\u1ecdn x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng t\u01b0 v\u1ea5n tuy\u1ec3n sinh \u1ee9ng d\u1ee5ng AI.<\/span><\/p>\n

M\u1ee5c ti\u00eau c\u1ee7a nh\u00f3m l\u00e0 th\u1eed nghi\u1ec7m kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd m\u1ed9t ph\u1ea7n c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p, \u0111\u1ed3ng th\u1eddi ki\u1ec3m so\u00e1t ngu\u1ed3n th\u00f4ng tin m\u00e0 m\u00f4 h\u00ecnh AI s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ph\u1ea3n h\u1ed3i.<\/span><\/p>\n

\u0110\u1ec3 AI tr\u1ea3 l\u1eddi \u0111\u00fang, tr\u01b0\u1edbc h\u1ebft ph\u1ea3i gi\u1ea3i b\u00e0i to\u00e1n d\u1eef li\u1ec7u<\/b><\/span><\/p>\n

M\u1ed9t trong nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u1ea7u ti\u00ean nh\u00f3m ph\u1ea3i x\u1eed l\u00fd l\u00e0 x\u00e1c \u0111\u1ecbnh AI s\u1ebd s\u1eed d\u1ee5ng ngu\u1ed3n th\u00f4ng tin n\u00e0o \u0111\u1ec3 tr\u1ea3 l\u1eddi ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n

T\u1eeb m\u1ed9t ngu\u1ed3n d\u1eef li\u1ec7u tuy\u1ec3n sinh c\u00f4ng khai \u0111\u01b0\u1ee3c l\u1ef1a ch\u1ecdn cho m\u00f4 h\u00ecnh th\u1eed nghi\u1ec7m, nh\u00f3m x\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng thu th\u1eadp c\u00e1c n\u1ed9i dung li\u00ean quan \u0111\u1ebfn ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o, \u0111i\u1ec1u ki\u1ec7n \u0111\u1ea7u v\u00e0o, h\u1ecdc ph\u00ed v\u00e0 h\u1ecdc b\u1ed5ng. D\u1eef li\u1ec7u sau \u0111\u00f3 \u0111\u01b0\u1ee3c l\u00e0m s\u1ea1ch, chu\u1ea9n h\u00f3a v\u00e0 l\u01b0u d\u01b0\u1edbi d\u1ea1ng JSON c\u00f3 c\u1ea5u tr\u00fac.<\/span><\/p>\n

\u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd n\u1eb1m \u1edf c\u00e1ch nh\u00f3m ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o cho m\u00f4 h\u00ecnh. AI kh\u00f4ng \u0111\u01b0\u1ee3c \u0111\u1ec3 t\u1ef1 do t\u1ea1o c\u00e2u tr\u1ea3 l\u1eddi ho\u00e0n to\u00e0n d\u1ef1a tr\u00ean ki\u1ebfn th\u1ee9c c\u00f3 s\u1eb5n. M\u1ed7i khi ng\u01b0\u1eddi d\u00f9ng \u0111\u1eb7t c\u00e2u h\u1ecfi, h\u1ec7 th\u1ed1ng cung c\u1ea5p ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 x\u1eed l\u00fd l\u00e0m ng\u1eef c\u1ea3nh \u0111\u1ec3 m\u00f4 h\u00ecnh c\u0103n c\u1ee9 v\u00e0o \u0111\u00f3 \u0111\u01b0a ra ph\u1ea3n h\u1ed3i.<\/span><\/p>\n

Qua c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y, sinh vi\u00ean ph\u1ea3i gi\u1ea3i quy\u1ebft m\u1ed9t v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng khi ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng h\u1ecfi \u0111\u00e1p b\u1eb1ng AI: l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e2u tr\u1ea3 l\u1eddi b\u00e1m s\u00e1t ngu\u1ed3n th\u00f4ng tin \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc.<\/span><\/p>\n

Khi d\u1eef li\u1ec7u tuy\u1ec3n sinh thay \u0111\u1ed5i, quy tr\u00ecnh thu th\u1eadp c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ch\u1ea1y l\u1ea1i \u0111\u1ec3 c\u1eadp nh\u1eadt n\u1ed9i dung m\u00e0 kh\u00f4ng c\u1ea7n hu\u1ea5n luy\u1ec7n l\u1ea1i to\u00e0n b\u1ed9 m\u00f4 h\u00ecnh AI.<\/span><\/p>\n

Nh\u00f3m c\u0169ng l\u1ef1a ch\u1ecdn m\u1ed9t c\u00e1ch t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u ri\u00eang cho phi\u00ean b\u1ea3n th\u1eed nghi\u1ec7m. Thay v\u00ec s\u1eed d\u1ee5ng Vector Database hay chia d\u1eef li\u1ec7u th\u00e0nh nhi\u1ec1u \u0111o\u1ea1n nh\u1ecf \u0111\u1ec3 truy xu\u1ea5t ri\u00eang l\u1ebb, to\u00e0n b\u1ed9 d\u1eef li\u1ec7u JSON \u0111\u01b0\u1ee3c \u0111\u01b0a tr\u1ef1c ti\u1ebfp v\u00e0o ng\u1eef c\u1ea3nh c\u1ee7a m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef. Nh\u1edd \u0111\u00f3, AI c\u00f3 th\u1ec3 \u0111\u1ed3ng th\u1eddi \u0111\u1ed1i chi\u1ebfu nhi\u1ec1u tr\u01b0\u1eddng th\u00f4ng tin khi x\u1eed l\u00fd nh\u1eefng c\u00e2u h\u1ecfi c\u1ea7n t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u.<\/span><\/p>\n

\u0110\u1eb1ng sau m\u1ed9t c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c nh\u1eadp tr\u00ean giao di\u1ec7n chat l\u00e0 chu\u1ed7i x\u1eed l\u00fd li\u00ean ti\u1ebfp g\u1ed3m thu th\u1eadp d\u1eef li\u1ec7u \u2013 l\u00e0m s\u1ea1ch v\u00e0 chu\u1ea9n h\u00f3a \u2013 ti\u1ebfp nh\u1eadn c\u00e2u h\u1ecfi \u2013 k\u1ebft n\u1ed1i m\u00f4 h\u00ecnh AI \u2013 t\u1ea1o v\u00e0 tr\u1ea3 k\u1ebft qu\u1ea3.<\/span><\/p>\n

\"Ki\u1ebfn
Ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng do nh\u00f3m sinh vi\u00ean x\u00e2y d\u1ef1ng, k\u1ebft n\u1ed1i quy tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u, h\u1ec7 th\u1ed1ng ph\u00eda m\u00e1y ch\u1ee7, m\u00f4 h\u00ecnh AI v\u00e0 giao di\u1ec7n tr\u00f2 chuy\u1ec7n<\/figcaption><\/figure>\n

Khi m\u1ed9t m\u00f4 h\u00ecnh AI g\u1eb7p l\u1ed7i, h\u1ec7 th\u1ed1ng t\u1ef1 t\u00ecm tuy\u1ebfn x\u1eed l\u00fd kh\u00e1c<\/b><\/span><\/p>\n

X\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c chatbot c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi m\u1edbi ch\u1ec9 gi\u1ea3i quy\u1ebft m\u1ed9t ph\u1ea7n b\u00e0i to\u00e1n. Nh\u00f3m ti\u1ebfp t\u1ee5c \u0111\u1eb7t ra t\u00ecnh hu\u1ed1ng g\u1ea7n h\u01a1n v\u1edbi qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf: \u0110i\u1ec1u g\u00ec x\u1ea3y ra n\u1ebfu d\u1ecbch v\u1ee5 AI \u0111ang s\u1eed d\u1ee5ng \u0111\u1ed9t ng\u1ed9t kh\u00f4ng th\u1ec3 ph\u1ea3n h\u1ed3i?<\/span><\/p>\n

\u0110\u1ec3 x\u1eed l\u00fd t\u00ecnh hu\u1ed1ng n\u00e0y, nh\u00f3m thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac g\u1ed3m tuy\u1ebfn AI ch\u00ednh v\u00e0 m\u1ed9t tuy\u1ebfn d\u1ef1 ph\u00f2ng.<\/span><\/p>\n

Gemini API \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0m m\u00f4 h\u00ecnh x\u1eed l\u00fd ch\u00ednh. FastAPI \u0111\u00f3ng vai tr\u00f2 ti\u1ebfp nh\u1eadn y\u00eau c\u1ea7u t\u1eeb ng\u01b0\u1eddi d\u00f9ng, k\u1ebft h\u1ee3p c\u00e2u h\u1ecfi v\u1edbi d\u1eef li\u1ec7u \u0111\u00e3 chu\u1ea9n b\u1ecb v\u00e0 chuy\u1ec3n \u0111\u1ebfn m\u00f4 h\u00ecnh AI.<\/span><\/p>\n

Tuy nhi\u00ean, d\u1ecbch v\u1ee5 AI c\u00f3 th\u1ec3 g\u1eb7p c\u00e1c t\u00ecnh hu\u1ed1ng nh\u01b0 v\u01b0\u1ee3t gi\u1edbi h\u1ea1n truy c\u1eadp, l\u1ed7i m\u00e1y ch\u1ee7 ho\u1eb7c qu\u00e1 th\u1eddi gian k\u1ebft n\u1ed1i. V\u00ec v\u1eady, nh\u00f3m t\u00edch h\u1ee3p th\u00eam OpenRouter API l\u00e0m tuy\u1ebfn x\u1eed l\u00fd d\u1ef1 ph\u00f2ng.<\/span><\/p>\n

Khi Gemini ph\u00e1t sinh l\u1ed7i, h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n s\u1ef1 c\u1ed1 v\u00e0 t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n y\u00eau c\u1ea7u sang OpenRouter \u0111\u1ec3 ti\u1ebfp t\u1ee5c x\u1eed l\u00fd. Qu\u00e1 tr\u00ecnh n\u00e0y di\u1ec5n ra \u1edf ph\u00eda h\u1ec7 th\u1ed1ng, h\u1ea1n ch\u1ebf vi\u1ec7c gi\u00e1n \u0111o\u1ea1n tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/span><\/p>\n

\u0110\u1ec3 ki\u1ec3m tra c\u01a1 ch\u1ebf tr\u00ean, nh\u00f3m ch\u1ee7 \u0111\u1ed9ng t\u1ea1o l\u1ed7i \u1edf tuy\u1ebfn AI ch\u00ednh v\u00e0 theo d\u00f5i kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i sang tuy\u1ebfn d\u1ef1 ph\u00f2ng. Theo b\u00e1o c\u00e1o d\u1ef1 \u00e1n, 100% y\u00eau c\u1ea7u g\u1eb7p l\u1ed7i t\u1ea1i tuy\u1ebfn ch\u00ednh trong b\u00e0i ki\u1ec3m th\u1eed \u0111\u01b0\u1ee3c chuy\u1ec3n sang tuy\u1ebfn d\u1ef1 ph\u00f2ng, v\u1edbi th\u1eddi gian chuy\u1ec3n \u0111\u1ed5i trung b\u00ecnh kho\u1ea3ng 180 mili gi\u00e2y.<\/span><\/p>\n

\"K\u1ebft
K\u1ebft qu\u1ea3 ki\u1ec3m th\u1eed c\u01a1 ch\u1ebf chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng, trong \u0111\u00f3 h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng s\u1eed d\u1ee5ng tuy\u1ebfn AI th\u1ee9 hai khi d\u1ecbch v\u1ee5 x\u1eed l\u00fd ch\u00ednh g\u1eb7p s\u1ef1 c\u1ed1<\/figcaption><\/figure>\n

N\u1ebfu c\u1ea3 hai tuy\u1ebfn AI \u0111\u1ec1u kh\u00f4ng th\u1ec3 x\u1eed l\u00fd y\u00eau c\u1ea7u, h\u1ec7 th\u1ed1ng c\u00f2n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u01b0\u1edbng ng\u01b0\u1eddi d\u00f9ng t\u1edbi k\u00eanh t\u01b0 v\u1ea5n tr\u1ef1c ti\u1ebfp. C\u00e1c s\u1ef1 ki\u1ec7n l\u1ed7i v\u00e0 d\u1eef li\u1ec7u li\u00ean quan \u0111\u01b0\u1ee3c l\u01b0u tr\u00ean Neon DB \u2013 c\u01a1 s\u1edf d\u1eef li\u1ec7u PostgreSQL tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y, ph\u1ee5c v\u1ee5 qu\u00e1 tr\u00ecnh theo d\u00f5i v\u00e0 \u0111\u00e1nh gi\u00e1 ho\u1ea1t \u0111\u1ed9ng.<\/span><\/p>\n

Qua \u0111\u00f3, y\u00eau c\u1ea7u m\u00e0 sinh vi\u00ean ph\u1ea3i gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng t\u1eeb \u201cl\u00e0m sao \u0111\u1ec3 AI tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c?\u201d sang m\u1ed9t c\u00e2u h\u1ecfi kh\u00f3 h\u01a1n: \u201cl\u00e0m sao \u0111\u1ec3 m\u1ed9t h\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng AI v\u1eabn c\u00f3 th\u1ec3 duy tr\u00ec ho\u1ea1t \u0111\u1ed9ng khi m\u1ed9t th\u00e0nh ph\u1ea7n g\u1eb7p s\u1ef1 c\u1ed1?\u201d<\/span><\/p>\n

Ki\u1ec3m th\u1eed b\u1eb1ng 200 c\u00e2u h\u1ecfi thay v\u00ec d\u1eebng \u1edf m\u1ed9t b\u1ea3n demo<\/b><\/span><\/p>\n

Sau khi ho\u00e0n thi\u1ec7n c\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh, nh\u00f3m ti\u1ebfp t\u1ee5c x\u00e2y d\u1ef1ng b\u1ed9 ki\u1ec3m th\u1eed g\u1ed3m 200 c\u00e2u h\u1ecfi tuy\u1ec3n sinh \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 h\u1ec7 th\u1ed1ng trong nhi\u1ec1u t\u00ecnh hu\u1ed1ng kh\u00e1c nhau.<\/span><\/p>\n

B\u1ed9 c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c chia th\u00e0nh ba nh\u00f3m, g\u1ed3m c\u00e2u h\u1ecfi th\u00f4ng tin c\u01a1 b\u1ea3n, c\u00e2u h\u1ecfi t\u01b0 v\u1ea5n c\u00f3 y\u1ebfu t\u1ed1 c\u00e1 nh\u00e2n h\u00f3a v\u00e0 nh\u1eefng c\u00e2u h\u1ecfi ngo\u00e0i ph\u1ea1m vi nh\u1eb1m ki\u1ec3m tra kh\u1ea3 n\u0103ng AI t\u1ea1o ra th\u00f4ng tin kh\u00f4ng c\u00f3 trong ngu\u1ed3n d\u1eef li\u1ec7u.<\/span><\/p>\n

Theo b\u00e1o c\u00e1o c\u1ee7a nh\u00f3m, trong ph\u1ea1m vi m\u00f4i tr\u01b0\u1eddng ki\u1ec3m th\u1eed, h\u1ec7 th\u1ed1ng ghi nh\u1eadn:<\/span><\/p>\n

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  • 81,2% c\u00e2u h\u1ecfi c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng;<\/span><\/li>\n
  • 98% \u0111\u1ed9 ch\u00ednh x\u00e1c th\u00f4ng tin;<\/span><\/li>\n
  • 0,5% t\u1ef7 l\u1ec7 th\u00f4ng tin kh\u00f4ng ch\u00ednh x\u00e1c do AI t\u1ea1o ra;<\/span><\/li>\n
  • th\u1eddi gian ph\u1ea3n h\u1ed3i trung b\u00ecnh kho\u1ea3ng 3\u20139 gi\u00e2y;<\/span><\/li>\n
  • m\u1ee9c duy tr\u00ec ho\u1ea1t \u0111\u1ed9ng \u0111\u1ea1t 99,8% trong qu\u00e1 tr\u00ecnh th\u1eed nghi\u1ec7m.<\/span><\/li>\n<\/ul>\n

    Nh\u1eefng con s\u1ed1 tr\u00ean ph\u1ea3n \u00e1nh k\u1ebft qu\u1ea3 trong ph\u1ea1m vi b\u1ed9 d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec1u ki\u1ec7n ki\u1ec3m th\u1eed c\u1ee7a d\u1ef1 \u00e1n. Gi\u00e1 tr\u1ecb \u0111\u00e1ng ch\u00fa \u00fd h\u01a1n n\u1eb1m \u1edf vi\u1ec7c sinh vi\u00ean kh\u00f4ng d\u1eebng l\u1ea1i sau khi s\u1ea3n ph\u1ea9m \u201cc\u00f3 th\u1ec3 ch\u1ea1y\u201d, m\u00e0 ti\u1ebfp t\u1ee5c x\u00e2y d\u1ef1ng c\u00e1c ti\u00eau ch\u00ed \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 \u0111\u1ed9 ch\u00ednh x\u00e1c, kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a, th\u1eddi gian ph\u1ea3n h\u1ed3i v\u00e0 m\u1ee9c \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh c\u1ee7a h\u1ec7 th\u1ed1ng.<\/span><\/p>\n

    \u0110\u1eb1ng sau m\u1ed9t giao di\u1ec7n chatbot t\u01b0\u01a1ng \u0111\u1ed1i quen thu\u1ed9c l\u00e0 nhi\u1ec1u l\u1edbp ki\u1ebfn th\u1ee9c ph\u1ea3i \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i c\u00f9ng l\u00fac. Sinh vi\u00ean tham gia t\u1eeb x\u1eed l\u00fd d\u1eef li\u1ec7u, ph\u00e1t tri\u1ec3n backend, t\u00edch h\u1ee3p API v\u00e0 m\u00f4 h\u00ecnh AI \u0111\u1ebfn x\u00e2y d\u1ef1ng c\u01a1 ch\u1ebf d\u1ef1 ph\u00f2ng, l\u01b0u tr\u1eef d\u1eef li\u1ec7u, thi\u1ebft k\u1ebf giao di\u1ec7n v\u00e0 ki\u1ec3m th\u1eed s\u1ea3n ph\u1ea9m.<\/span><\/p>\n

    \u0110\u00e2y c\u0169ng l\u00e0 c\u00e1ch h\u1ecdc ph\u1ea7n Advanced Computer Programming t\u1ea1i Asia University Program \u0111\u01b0a ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh v\u00e0o m\u1ed9t b\u00e0i to\u00e1n c\u00f3 d\u1eef li\u1ec7u, ng\u01b0\u1eddi d\u00f9ng v\u00e0 y\u00eau c\u1ea7u v\u1eadn h\u00e0nh c\u1ee5 th\u1ec3.<\/span><\/p>\n

    Th\u00f4ng qua d\u1ef1 \u00e1n, sinh vi\u00ean tr\u1ea3i nghi\u1ec7m c\u00e1c b\u01b0\u1edbc c\u1ee7a qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n m\u1ed9t s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 \u1edf quy m\u00f4 th\u1eed nghi\u1ec7m: x\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1, t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u, thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac, l\u1ef1a ch\u1ecdn c\u00f4ng ngh\u1ec7, t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng, ki\u1ec3m th\u1eed v\u00e0 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3.<\/span><\/p>\n

    T\u1eeb m\u1ed9t b\u00e0i to\u00e1n t\u01b0 v\u1ea5n tuy\u1ec3n sinh, nh\u00f3m sinh vi\u00ean \u0111\u00e3 ph\u1ea3i \u0111i xa h\u01a1n vi\u1ec7c \u201ct\u1ea1o m\u1ed9t chatbot b\u1eb1ng AI\u201d. \u0110i\u1ec1u c\u00e1c b\u1ea1n th\u1ef1c h\u00e0nh l\u00e0 t\u01b0 duy x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t, c\u00f3 ph\u01b0\u01a1ng \u00e1n x\u1eed l\u00fd s\u1ef1 c\u1ed1 v\u00e0 c\u00f3 ti\u00eau ch\u00ed \u0111\u1ec3 ki\u1ec3m ch\u1ee9ng hi\u1ec7u qu\u1ea3 \u2013 nh\u1eefng y\u00eau c\u1ea7u ng\u00e0y c\u00e0ng quan tr\u1ecdng khi AI \u0111\u01b0\u1ee3c \u0111\u01b0a t\u1eeb m\u00f4 h\u00ecnh th\u1eed nghi\u1ec7m v\u00e0o c\u00e1c s\u1ea3n ph\u1ea9m ph\u1ee5c v\u1ee5 ng\u01b0\u1eddi d\u00f9ng th\u1ef1c t\u1ebf.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

    T\u1eeb m\u1ed9t b\u00e0i to\u00e1n quen thu\u1ed9c trong m\u00f9a tuy\u1ec3n sinh, nh\u00f3m sinh vi\u00ean Asia University Program \u0111\u00e3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng tr\u1ee3 l\u00fd \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng ti\u1ebfp nh\u1eadn c\u00e2u h\u1ecfi, khai th\u00e1c d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra ph\u1ea3n h\u1ed3i v\u00e0 t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n sang m\u00f4 h\u00ecnh d\u1ef1 ph\u00f2ng khi d\u1ecbch v\u1ee5 AI ch\u00ednh g\u1eb7p s\u1ef1 c\u1ed1.<\/span><\/p>\n","protected":false},"author":4,"featured_media":39759,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,32,17],"tags":[576,525,275],"class_list":["post-39755","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","category-cuoc-song-sinh-vien-o-viet-nam","category-tin-tuc-chung","tag-advanced-computer-programming","tag-asia-university-program","tag-du-an-sinh-vien","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39755","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=39755"}],"version-history":[{"count":1,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39755\/revisions"}],"predecessor-version":[{"id":39760,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39755\/revisions\/39760"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/39759"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=39755"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=39755"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=39755"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}