Vi\u1ec7c t\u00edch h\u1ee3p nhi\u1ec1u API AI nghe c\u00f3 v\u1ebb \u0111\u01a1n gi\u1ea3n l\u00fac \u0111\u1ea7u. Th\u00eam hai ho\u1eb7c ba nh\u00e0 cung c\u1ea5p, so s\u00e1nh \u0111\u1ea7u ra, v\u00e0 \u0111\u1ecbnh tuy\u1ebfn l\u01b0u l\u01b0\u1ee3ng n\u01a1i h\u1ee3p l\u00fd.<\/p>\n\n\n\n
Trong th\u1ef1c t\u1ebf, h\u1ea7u h\u1ebft c\u00e1c nh\u00f3m ph\u00e1t hi\u1ec7n ra ph\u1ea7n kh\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 t\u00edch h\u1ee3p \u0111\u1ea7u ti\u00ean. \u0110\u00f3 l\u00e0 th\u00e1ng th\u1ee9 hai c\u1ee7a vi\u1ec7c b\u1ea3o tr\u00ec, l\u1ea7n \u0111\u1ea7u ti\u00ean nh\u00e0 cung c\u1ea5p g\u1eb7p s\u1ef1 c\u1ed1, l\u1ea7n \u0111\u1ea7u ti\u00ean ng\u00e2n s\u00e1ch b\u1ecb b\u1ea5t ng\u1edd, v\u00e0 th\u1eddi \u0111i\u1ec3m c\u00e1c nh\u00f3m s\u1ea3n ph\u1ea9m mu\u1ed1n ki\u1ec3m so\u00e1t r\u00f5 r\u00e0ng h\u01a1n v\u1ec1 \u0111\u1ed9 tr\u1ec5, ch\u1ea5t l\u01b0\u1ee3ng, v\u00e0 chi ph\u00ed.<\/p>\n\n\n\n
N\u1ebfu nh\u00f3m c\u1ee7a b\u1ea1n \u0111ang t\u00edch h\u1ee3p nhi\u1ec1u API AI v\u00e0o m\u1ed9t s\u1ea3n ph\u1ea9m, c\u00f3 s\u00e1u sai l\u1ea7m th\u01b0\u1eddng g\u00e2y ra nhi\u1ec1u \u0111au \u0111\u1ea7u nh\u1ea5t. <\/p>\n\n\n\n
M\u1ed7i nh\u00e0 cung c\u1ea5p \u0111\u01b0a ra c\u00e1c \u0111\u1ecbnh d\u1ea1ng y\u00eau c\u1ea7u, t\u00ean m\u00f4 h\u00ecnh, m\u1eabu x\u00e1c th\u1ef1c, h\u1ea1n m\u1ee9c, v\u00e0 h\u00e0nh vi l\u1ed7i kh\u00e1c nhau. \u0110i\u1ec1u \u0111\u00f3 c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c khi m\u1ed9t k\u1ef9 s\u01b0 \u0111ang th\u1eed nghi\u1ec7m m\u1ed9t m\u00f4 h\u00ecnh trong m\u00f4i tr\u01b0\u1eddng sandbox. N\u00f3 tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n nhi\u1ec1u khi c\u00f9ng m\u1ed9t \u1ee9ng d\u1ee5ng c\u1ea7n logic \u0111\u1ecbnh tuy\u1ebfn, th\u1eed l\u1ea1i, gi\u00e1m s\u00e1t, ki\u1ec3m so\u00e1t ng\u00e2n s\u00e1ch, v\u00e0 m\u1ed9t giao di\u1ec7n \u1ed5n \u0111\u1ecbnh cho ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a nh\u00f3m s\u1ea3n ph\u1ea9m.<\/p>\n\n\n\n
\u0110\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao vi\u1ec7c t\u00edch h\u1ee3p nhi\u1ec1u API AI \u00edt li\u00ean quan \u0111\u1ebfn vi\u1ec7c th\u00eam nh\u00e0 cung c\u1ea5p v\u00e0 nhi\u1ec1u h\u01a1n v\u1ec1 vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t l\u1edbp v\u1eadn h\u00e0nh \u0111\u00e1ng tin c\u1eady xung quanh ch\u00fang.<\/p>\n\n\n\n
Sai l\u1ea7m \u0111\u1ea7u ti\u00ean l\u00e0 k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp t\u1eebng nh\u00e0 cung c\u1ea5p v\u00e0o logic s\u1ea3n ph\u1ea9m c\u1ed1t l\u00f5i c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
Ban \u0111\u1ea7u c\u1ea3m th\u1ea5y nhanh ch\u00f3ng. M\u1ed9t SDK cho nh\u00e0 cung c\u1ea5p A. M\u1ed9t kh\u00e1ch h\u00e0ng t\u00f9y ch\u1ec9nh kh\u00e1c cho nh\u00e0 cung c\u1ea5p B. M\u1ed9t h\u00ecnh d\u1ea1ng y\u00eau c\u1ea7u th\u1ee9 ba cho embeddings ho\u1eb7c moderation. Sau \u0111\u00f3, m\u1ecdi thay \u0111\u1ed5i trong t\u01b0\u01a1ng lai tr\u1edf n\u00ean \u0111\u1eaft \u0111\u1ecf v\u00ec vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i m\u00f4 h\u00ecnh \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c ch\u1ea1m v\u00e0o m\u00e3 s\u1ea3n xu\u1ea5t thay v\u00ec thay \u0111\u1ed5i quy t\u1eafc \u0111\u1ecbnh tuy\u1ebfn.<\/p>\n\n\n\n
M\u00f4 h\u00ecnh l\u00e0nh m\u1ea1nh h\u01a1n l\u00e0 chu\u1ea9n h\u00f3a c\u00e1c y\u00eau c\u1ea7u v\u00e0 ph\u1ea3n h\u1ed3i \u0111\u1eb1ng sau m\u1ed9t h\u1ee3p \u0111\u1ed3ng n\u1ed9i b\u1ed9. \u0110i\u1ec1u \u0111\u00f3 cho ph\u00e9p \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n y\u00eau c\u1ea7u m\u1ed9t kh\u1ea3 n\u0103ng nh\u01b0 ho\u00e0n th\u00e0nh tr\u00f2 chuy\u1ec7n, ph\u00e2n lo\u1ea1i, ho\u1eb7c t\u00f3m t\u1eaft m\u00e0 kh\u00f4ng c\u1ea7n quan t\u00e2m nh\u00e0 cung c\u1ea5p n\u00e0o x\u1eed l\u00fd y\u00eau c\u1ea7u b\u00ean d\u01b0\u1edbi.<\/p>\n\n\n\n
\u0110\u00e2y l\u00e0 n\u01a1i m\u1ed9t l\u1edbp API duy nh\u1ea5t tr\u1edf n\u00ean h\u1eefu \u00edch. Thay v\u00ec vi\u1ebft l\u1ea1i \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n m\u1ed7i l\u1ea7n th\u1eed nghi\u1ec7m m\u1ed9t tuy\u1ebfn m\u1edbi, b\u1ea1n c\u00f3 th\u1ec3 gi\u1eef l\u1ef1a ch\u1ecdn nh\u00e0 cung c\u1ea5p t\u00e1ch bi\u1ec7t kh\u1ecfi m\u00e3 \u1ee9ng d\u1ee5ng. ShareAI \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng xung quanh m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh \u0111\u00f3: m\u1ed9t API cho h\u01a1n 150+ m\u00f4 h\u00ecnh, ki\u1ec3m so\u00e1t \u0111\u1ecbnh tuy\u1ebfn, v\u00e0 kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb nh\u00e0 cung c\u1ea5p th\u00f4ng qua m\u1ed9t t\u00edch h\u1ee3p duy nh\u1ea5t. C\u00e1c nh\u00f3m mu\u1ed1n m\u1ed9t \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u s\u1ea1ch h\u01a1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u v\u1edbi Tham kh\u1ea3o API<\/a> v\u00e0 ch\u00ednh T\u00e0i li\u1ec7u<\/a>.<\/p>\n\n\n\n Nhi\u1ec1u nh\u00f3m ch\u1ecdn m\u1ed9t m\u00f4 h\u00ecnh quen thu\u1ed9c tr\u01b0\u1edbc v\u00e0 ch\u1ec9 so s\u00e1nh c\u00e1c l\u1ef1a ch\u1ecdn thay th\u1ebf sau khi chi ph\u00ed t\u0103ng ho\u1eb7c xu\u1ea5t hi\u1ec7n c\u00e1c ph\u00e0n n\u00e0n v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n\n\n\n \u0110i\u1ec1u \u0111\u00f3 th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn th\u1ee9 t\u1ef1 t\u1ed1i \u01b0u h\u00f3a sai. C\u00e1c m\u00f4 h\u00ecnh kh\u00e1c nhau c\u00f3 th\u1ec3 th\u1eafng tr\u00ean c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c kh\u00e1c nhau. M\u1ed9t m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 t\u1ed1t h\u01a1n cho vi\u1ec7c tr\u00edch xu\u1ea5t. M\u1ed9t m\u00f4 h\u00ecnh kh\u00e1c c\u00f3 th\u1ec3 t\u1ed1t h\u01a1n cho vi\u1ec7c t\u1ea1o n\u1ed9i dung d\u00e0i. M\u1ed9t m\u00f4 h\u00ecnh th\u1ee9 ba c\u00f3 th\u1ec3 r\u1ebb h\u01a1n v\u00e0 \u0111\u1ee7 nhanh cho t\u1ef1 \u0111\u1ed9ng h\u00f3a n\u1ed9i b\u1ed9.<\/p>\n\n\n\n Tr\u01b0\u1edbc khi b\u1ea1n m\u1edf r\u1ed9ng l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp, h\u00e3y \u0111\u00e1nh gi\u00e1 c\u00e1c m\u00f4 h\u00ecnh m\u00e0 b\u1ea1n th\u1ef1c s\u1ef1 \u0111ang xem x\u00e9t d\u1ef1a tr\u00ean c\u00e1c l\u1eddi nh\u1eafc th\u1ef1c t\u1ebf, h\u00ecnh d\u1ea1ng d\u1eef li\u1ec7u, ng\u00e2n s\u00e1ch \u0111\u1ed9 tr\u1ec5 v\u00e0 ph\u1ea1m vi chi ph\u00ed d\u1ef1 ki\u1ebfn c\u1ee7a b\u1ea1n. \u0110\u1eebng ch\u1ec9 \u0111\u00e1nh gi\u00e1 tr\u00ean c\u00e1c b\u1ea3n demo chung chung.<\/p>\n\n\n\n \u0110\u00e2y c\u0169ng l\u00e0 l\u00fd do t\u1ea1i sao m\u1ed9t ch\u1ebf \u0111\u1ed9 xem m\u00f4 h\u00ecnh ki\u1ec3u th\u1ecb tr\u01b0\u1eddng l\u1ea1i quan tr\u1ecdng. N\u1ebfu b\u1ea1n c\u00f3 th\u1ec3 so s\u00e1nh c\u00e1c t\u00f9y ch\u1ecdn t\u1eeb m\u1ed9t n\u01a1i, s\u1ebd d\u1ec5 d\u00e0ng h\u01a1n \u0111\u1ec3 ki\u1ec3m tra c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng tr\u01b0\u1edbc khi ch\u00fang tr\u1edf th\u00e0nh m\u1eb7c \u0111\u1ecbnh s\u1ea3n xu\u1ea5t. ShareAI\u2019s M\u00f4 h\u00ecnh<\/a> ch\u1ebf \u0111\u1ed9 xem r\u1ea5t h\u1eefu \u00edch ch\u00ednh x\u00e1c cho lo\u1ea1i so s\u00e1nh nh\u00e0 cung c\u1ea5p v\u00e0 m\u00f4 h\u00ecnh \u0111\u00f3.<\/p>\n\n\n\n Logic d\u1ef1 ph\u00f2ng th\u01b0\u1eddng b\u1ecb ho\u00e3n l\u1ea1i v\u00ec nh\u00e0 cung c\u1ea5p ch\u00ednh v\u1eabn \u0111ang ho\u1ea1t \u0111\u1ed9ng trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n Sau \u0111\u00f3, gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9 x\u1ea3y ra, \u0111\u1ed9 tr\u1ec5 t\u0103ng \u0111\u1ed9t bi\u1ebfn, ho\u1eb7c m\u1ed9t nh\u00e0 cung c\u1ea5p th\u01b0\u1ee3ng ngu\u1ed3n b\u1ecb suy gi\u1ea3m, v\u00e0 \u1ee9ng d\u1ee5ng kh\u00f4ng c\u00f3 con \u0111\u01b0\u1eddng ti\u1ebfp t\u1ee5c m\u1ed9t c\u00e1ch tr\u01a1n tru. S\u1ea3n ph\u1ea9m kh\u00f4ng ch\u1ec9 ch\u1eadm l\u1ea1i. N\u00f3 b\u1ecb h\u1ecfng \u0111\u00fang v\u00e0o l\u00fac ng\u01b0\u1eddi d\u00f9ng mong \u0111\u1ee3i n\u00f3 ti\u1ebfp t\u1ee5c ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n N\u1ebfu nhi\u1ec1u nh\u00e0 cung c\u1ea5p l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a ki\u1ebfn tr\u00fac c\u1ee7a b\u1ea1n, d\u1ef1 ph\u00f2ng n\u00ean \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ngay t\u1eeb \u0111\u1ea7u. Quy\u1ebft \u0111\u1ecbnh nh\u1eefng tuy\u1ebfn \u0111\u01b0\u1eddng n\u00e0o c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i, nh\u1eefng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c n\u00e0o c\u00f3 th\u1ec3 ch\u1ecbu \u0111\u01b0\u1ee3c c\u00e1c b\u1ea3n sao l\u01b0u ch\u1eadm h\u01a1n, v\u00e0 nh\u1eefng y\u00eau c\u1ea7u n\u00e0o n\u00ean d\u1eebng l\u1ea1i thay v\u00ec \u00e2m th\u1ea7m gi\u1ea3m ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n\n\n\n M\u1ee5c ti\u00eau kh\u00f4ng ph\u1ea3i l\u00e0 \u0111\u1ecbnh tuy\u1ebfn m\u1ecdi n\u01a1i m\u1ecdi l\u00fac. M\u1ee5c ti\u00eau l\u00e0 bi\u1ebft \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra khi con \u0111\u01b0\u1eddng l\u1ef1a ch\u1ecdn \u0111\u1ea7u ti\u00ean c\u1ee7a b\u1ea1n kh\u00f4ng kh\u1ea3 d\u1ee5ng.<\/p>\n\n\n\n Nh\u1eadt k\u00fd \u1ee9ng d\u1ee5ng r\u1ea5t h\u1eefu \u00edch, nh\u01b0ng ch\u00fang kh\u00f4ng \u0111\u1ee7 cho m\u1ed9t h\u1ec7 th\u1ed1ng AI \u0111a nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n B\u1ea1n c\u1ea7n xem \u0111\u1ed9 tr\u1ec5, l\u1ed7i, kh\u1ed1i l\u01b0\u1ee3ng s\u1eed d\u1ee5ng v\u00e0 h\u00e0nh vi c\u1ea5p m\u00f4 h\u00ecnh theo c\u00e1ch h\u1ed7 tr\u1ee3 c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1eadn h\u00e0nh. N\u1ebfu kh\u00f4ng, b\u1ea1n kh\u00f4ng th\u1ec3 bi\u1ebft li\u1ec7u vi\u1ec7c t\u0103ng chi ph\u00ed \u0111\u1ebfn t\u1eeb m\u1ed9t nh\u00e0 cung c\u1ea5p, m\u1ed9t d\u00f2ng m\u00f4 h\u00ecnh, m\u1ed9t t\u00ednh n\u0103ng hay m\u1ed9t ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n Gi\u00e1m s\u00e1t l\u00e0 \u0111i\u1ec1u bi\u1ebfn m\u1ed9t ng\u0103n x\u1ebfp \u0111a nh\u00e0 cung c\u1ea5p t\u1eeb \u201ck\u1ebft n\u1ed1i k\u1ef9 thu\u1eadt\u201d th\u00e0nh \u201cqu\u1ea3n l\u00fd v\u1eadn h\u00e0nh.\u201d \u0110\u00e2y l\u00e0 c\u00e1ch b\u1ea1n ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c suy gi\u1ea3m, bi\u1ec7n minh cho c\u00e1c thay \u0111\u1ed5i \u0111\u1ecbnh tuy\u1ebfn v\u00e0 gi\u1ea3i th\u00edch chi ti\u00eau cho ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a doanh nghi\u1ec7p.<\/p>\n\n\n\n M\u1ed9t khi m\u1ed9t nh\u00f3m b\u1eaft \u0111\u1ea7u t\u00edch h\u1ee3p nhi\u1ec1u API AI, c\u00e1c b\u00ed m\u1eadt c\u00f3 xu h\u01b0\u1edbng lan tr\u00e0n kh\u1eafp n\u01a1i: m\u00e1y c\u1ee5c b\u1ed9, bi\u1ebfn CI, m\u00f4i tr\u01b0\u1eddng d\u00e0n d\u1ef1ng, c\u00e1c t\u1eadp l\u1ec7nh m\u1ed9t l\u1ea7n v\u00e0 c\u00e1c ghi \u0111\u00e8 kh\u1ea9n c\u1ea5p.<\/p>\n\n\n\n \u0110i\u1ec1u \u0111\u00f3 l\u00e0m cho h\u1ec7 th\u1ed1ng kh\u00f3 ki\u1ec3m tra h\u01a1n v\u00e0 d\u1ec5 b\u1ecb h\u1ecfng h\u01a1n. N\u00f3 c\u0169ng t\u1ea1o ra r\u1ee7i ro kh\u00f4ng c\u1ea7n thi\u1ebft. OWASP B\u1ea3o m\u1eadt API Top 10<\/a> l\u00e0 m\u1ed9t l\u1eddi nh\u1eafc h\u1eefu \u00edch r\u1eb1ng b\u1ea3o m\u1eadt API th\u01b0\u1eddng \u00edt li\u00ean quan \u0111\u1ebfn m\u1ed9t s\u1ef1 c\u1ed1 nghi\u00eam tr\u1ecdng v\u00e0 nhi\u1ec1u h\u01a1n v\u1ec1 nh\u1eefng \u0111i\u1ec3m y\u1ebfu v\u1eadn h\u00e0nh l\u1eb7p l\u1ea1i xung quanh truy c\u1eadp, c\u1ea5u h\u00ecnh v\u00e0 c\u00e1c m\u1eabu ti\u00eau th\u1ee5 kh\u00f4ng an to\u00e0n.<\/p>\n\n\n\n T\u1eadp trung h\u00f3a truy c\u1eadp l\u00e0m gi\u1ea3m di\u1ec7n t\u00edch b\u1ec1 m\u1eb7t \u0111\u00f3. Ngay c\u1ea3 khi b\u1ea1n v\u1eabn s\u1eed d\u1ee5ng nhi\u1ec1u nh\u00e0 cung c\u1ea5p b\u00ean d\u01b0\u1edbi, nh\u00f3m \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n kh\u00f4ng n\u00ean ph\u1ea3i qu\u1ea3n l\u00fd m\u1ed9t lu\u1ed3ng b\u00ed m\u1eadt kh\u00e1c nhau cho m\u1ed7i th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh.<\/p>\n\n\n\n C\u00e1c v\u1ea5n \u0111\u1ec1 chi ph\u00ed trong h\u1ec7 th\u1ed1ng AI hi\u1ebfm khi xu\u1ea5t hi\u1ec7n d\u01b0\u1edbi d\u1ea1ng m\u1ed9t c\u00fa s\u1ed1c h\u00f3a \u0111\u01a1n kh\u1ed5ng l\u1ed3. Th\u01b0\u1eddng th\u00ec ch\u00fang len l\u1ecfi qua nh\u1eefng quy\u1ebft \u0111\u1ecbnh nh\u1ecf t\u00edch l\u0169y: s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh m\u1eb7c \u0111\u1ecbnh \u0111\u1eaft ti\u1ec1n cho c\u00e1c nhi\u1ec7m v\u1ee5 gi\u00e1 tr\u1ecb th\u1ea5p, th\u1eed l\u1ea1i qu\u00e1 nhi\u1ec1u l\u1ea7n c\u00e1c cu\u1ed9c g\u1ecdi th\u1ea5t b\u1ea1i, nh\u00e2n \u0111\u00f4i y\u00eau c\u1ea7u, ho\u1eb7c g\u1eedi l\u01b0u l\u01b0\u1ee3ng \u0111\u1ebfn m\u1ed9t nh\u00e0 cung c\u1ea5p nhanh nh\u01b0ng kh\u00f4ng hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed cho kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u00f3.<\/p>\n\n\n\n N\u1ebfu b\u1ea1n kh\u00f4ng theo d\u00f5i vi\u1ec7c s\u1eed d\u1ee5ng theo nh\u00e0 cung c\u1ea5p, m\u00f4 h\u00ecnh v\u00e0 khu v\u1ef1c t\u00ednh n\u0103ng, b\u1ea1n s\u1ebd ph\u1ea3n \u1ee9ng mu\u1ed9n. \u0110\u1ebfn khi b\u1ed9 ph\u1eadn t\u00e0i ch\u00ednh nh\u1eadn th\u1ea5y h\u00f3a \u0111\u01a1n, k\u1ef9 thu\u1eadt v\u1eabn thi\u1ebfu chi ti\u1ebft c\u1ea7n thi\u1ebft \u0111\u1ec3 kh\u1eafc ph\u1ee5c v\u1ea5n \u0111\u1ec1 nhanh ch\u00f3ng.<\/p>\n\n\n\n \u0110\u00e2y l\u00e0 m\u1ed9t l\u00fd do kh\u00e1c m\u00e0 m\u1eb7t ph\u1eb3ng \u0111i\u1ec1u khi\u1ec3n th\u1ed1ng nh\u1ea5t quan tr\u1ecdng. Vi\u1ec7c thi\u1ebft l\u1eadp ch\u00ednh s\u00e1ch, so s\u00e1nh tuy\u1ebfn \u0111\u01b0\u1eddng v\u00e0 c\u1eaft gi\u1ea3m l\u00e3ng ph\u00ed tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n nhi\u1ec1u khi vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb t\u1eeb m\u1ed9t n\u01a1i thay v\u00ec ph\u00e2n t\u00e1n tr\u00ean c\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u1ee7a nh\u00e0 cung c\u1ea5p ri\u00eang bi\u1ec7t.<\/p>\n\n\n\n M\u1ed9t thi\u1ebft l\u1eadp m\u1ea1nh m\u1ebd th\u01b0\u1eddng c\u00f3 n\u0103m \u0111\u1eb7c \u0111i\u1ec3m:<\/p>\n\n\n\n \u0110i\u1ec1u \u0111\u00f3 kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 m\u1ed7i nh\u00f3m c\u1ea7n m\u1ed9t n\u1ed7 l\u1ef1c n\u1ec1n t\u1ea3ng l\u1edbn. N\u00f3 c\u00f3 ngh\u0129a l\u00e0 ki\u1ebfn tr\u00fac n\u00ean t\u00e1ch logic \u1ee9ng d\u1ee5ng kh\u1ecfi s\u1ef1 bi\u1ebfn \u0111\u1ed9ng c\u1ee7a nh\u00e0 cung c\u1ea5p c\u00e0ng s\u1edbm c\u00e0ng t\u1ed1t.<\/p>\n\n\n\n ShareAI l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn th\u1ef1c t\u1ebf cho c\u00e1c nh\u00f3m mu\u1ed1n c\u00f3 s\u1ef1 linh ho\u1ea1t t\u1eeb nh\u00e0 cung c\u1ea5p m\u00e0 kh\u00f4ng c\u1ea7n x\u00e2y d\u1ef1ng l\u1edbp \u0111\u1ecbnh tuy\u1ebfn, so s\u00e1nh v\u00e0 t\u00edch h\u1ee3p c\u1ee7a ri\u00eang m\u00ecnh t\u1eeb \u0111\u1ea7u.<\/p>\n\n\n\n Thay v\u00ec t\u00edch h\u1ee3p h\u00e0nh vi c\u1ee5 th\u1ec3 c\u1ee7a nh\u00e0 cung c\u1ea5p s\u00e2u v\u00e0o s\u1ea3n ph\u1ea9m, c\u00e1c nh\u00f3m c\u00f3 th\u1ec3 t\u00edch h\u1ee3p m\u1ed9t API, kh\u00e1m ph\u00e1 c\u00e1c t\u00f9y ch\u1ecdn m\u00f4 h\u00ecnh v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng m\u1ed9t c\u00e1ch c\u00f3 ki\u1ec3m so\u00e1t h\u01a1n. \u0110\u1ed1i v\u1edbi vi\u1ec7c th\u1eed nghi\u1ec7m tr\u1ef1c ti\u1ebfp, S\u00e2n ch\u01a1i<\/a> l\u00e0 c\u00e1ch nhanh nh\u1ea5t \u0111\u1ec3 ki\u1ec3m tra h\u00e0nh vi m\u00f4 h\u00ecnh tr\u01b0\u1edbc khi chuy\u1ec3n sang m\u00e3 h\u00f3a.<\/p>\n\n\n\n N\u1ebfu nh\u00f3m c\u1ee7a b\u1ea1n \u0111\u00e3 \u0111\u1ebfn giai \u0111o\u1ea1n m\u00e0 vi\u1ec7c t\u00edch h\u1ee3p nhi\u1ec1u API AI \u0111ang t\u1ea1o ra g\u00e1nh n\u1eb7ng b\u1ea3o tr\u00ec, \u0111\u00f3 th\u01b0\u1eddng l\u00e0 t\u00edn hi\u1ec7u \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a l\u1edbp v\u1eadn h\u00e0nh thay v\u00ec ti\u1ebfp t\u1ee5c x\u1ebfp ch\u1ed3ng c\u00e1c \u0111\u1ea7u n\u1ed1i t\u00f9y ch\u1ec9nh.<\/p>","protected":false},"excerpt":{"rendered":" M\u1ed9t h\u01b0\u1edbng d\u1eabn th\u1ef1c t\u1ebf v\u1ec1 s\u00e1u sai l\u1ea7m khi\u1ebfn t\u00edch h\u1ee3p AI \u0111a nh\u00e0 cung c\u1ea5p tr\u1edf n\u00ean mong manh, t\u1ed1n k\u00e9m v\u00e0 kh\u00f3 duy tr\u00ec.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"","cta-description":"","cta-button-text":"","cta-button-link":"","rank_math_title":"Integrating Multiple AI APIs: 6 Mistakes to Avoid","rank_math_description":"Integrating multiple AI APIs? Avoid 6 common mistakes around routing, monitoring, security, and cost before they slow your team down.","rank_math_focus_keyword":"integrating multiple AI APIs","footnotes":""},"categories":[4,9],"tags":[42,44,51,41],"class_list":["post-2872","post","type-post","status-publish","format-standard","hentry","category-developers","category-product","tag-ai-api-routing","tag-model-failover","tag-model-routing","tag-multi-provider-ai-api"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2872","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/comments?post=2872"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2872\/revisions"}],"predecessor-version":[{"id":2873,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2872\/revisions\/2873"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=2872"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=2872"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=2872"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Sai l\u1ea7m 2: B\u1ecf qua vi\u1ec7c \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh tr\u01b0\u1edbc khi tri\u1ec3n khai<\/h2>\n\n\n\n
Sai l\u1ea7m 3: Xem vi\u1ec7c d\u1ef1 ph\u00f2ng l\u00e0 v\u1ea5n \u0111\u1ec1 c\u1ee7a t\u01b0\u01a1ng lai<\/h2>\n\n\n\n
Sai l\u1ea7m 4: D\u1ef1a v\u00e0o nh\u1eadt k\u00fd thay v\u00ec gi\u00e1m s\u00e1t th\u1ef1c t\u1ebf<\/h2>\n\n\n\n
Sai l\u1ea7m 5: \u0110\u1ec3 s\u1ef1 lan tr\u00e0n c\u1ee7a kh\u00f3a API ph\u00e1t tri\u1ec3n kh\u00f4ng ki\u1ec3m so\u00e1t<\/h2>\n\n\n\n
Sai l\u1ea7m 6: Ch\u1edd qu\u00e1 l\u00e2u \u0111\u1ec3 ki\u1ec3m so\u00e1t chi ph\u00ed<\/h2>\n\n\n\n
M\u1ed9t ng\u0103n x\u1ebfp AI \u0111a nh\u00e0 cung c\u1ea5p kh\u1ecfe m\u1ea1nh h\u01a1n tr\u00f4ng nh\u01b0 th\u1ebf n\u00e0o<\/h2>\n\n\n\n
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V\u1ecb tr\u00ed c\u1ee7a ShareAI<\/h2>\n\n\n\n