{"id":2917,"date":"2026-06-09T14:51:46","date_gmt":"2026-06-09T11:51:46","guid":{"rendered":"https:\/\/shareai.now\/?p=2917"},"modified":"2026-06-09T14:51:50","modified_gmt":"2026-06-09T11:51:50","slug":"giam-chi-phi-api-llm-dinh-tuyen-thong-minh","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/nha-phat-trien\/giam-chi-phi-api-llm-dinh-tuyen-thong-minh\/","title":{"rendered":"Gi\u1ea3m Chi Ph\u00ed API LLM V\u1edbi \u0110\u1ecbnh Tuy\u1ebfn Th\u00f4ng Minh: H\u01b0\u1edbng D\u1eabn Th\u1ef1c Ti\u1ec5n"},"content":{"rendered":"<p><\/p>\n\n\n\n<p>\u0110\u1ec3 gi\u1ea3m chi ph\u00ed API LLM, c\u00e1c nh\u00f3m c\u1ea7n m\u1ed9t m\u1eb7c \u0111\u1ecbnh t\u1ed1t h\u01a1n thay v\u00ec g\u1eedi m\u1ecdi y\u00eau c\u1ea7u \u0111\u1ebfn c\u00f9ng m\u1ed9t m\u00f4 h\u00ecnh cao c\u1ea5p. Ph\u1ea7n l\u1edbn l\u01b0u l\u01b0\u1ee3ng s\u1ea3n xu\u1ea5t l\u00e0 h\u1ed7n h\u1ee3p. M\u1ed9t s\u1ed1 l\u1eddi nh\u1eafc c\u1ea7n suy lu\u1eadn s\u00e2u, tu\u00e2n th\u1ee7 h\u01b0\u1edbng d\u1eabn nghi\u00eam ng\u1eb7t ho\u1eb7c t\u1ea1o m\u00e3. Nh\u1eefng l\u1eddi nh\u1eafc kh\u00e1c c\u1ea7n ph\u00e2n lo\u1ea1i ng\u1eafn, vi\u1ebft l\u1ea1i, tr\u00edch xu\u1ea5t ho\u1eb7c h\u1ed3i t\u01b0\u1edfng \u0111\u01a1n gi\u1ea3n.<\/p>\n\n\n\n<p>Khi m\u1ecdi y\u00eau c\u1ea7u s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u1eaft nh\u1ea5t, c\u00f4ng vi\u1ec7c \u0111\u01a1n gi\u1ea3n \u00e2m th\u1ea7m ti\u00eau t\u1ed1n ng\u00e2n s\u00e1ch. \u0110\u1ecbnh tuy\u1ebfn th\u00f4ng minh kh\u1eafc ph\u1ee5c \u0111i\u1ec1u \u0111\u00f3 b\u1eb1ng c\u00e1ch gh\u00e9p m\u1ed7i y\u00eau c\u1ea7u v\u1edbi m\u00f4 h\u00ecnh \u00edt t\u1ed1n k\u00e9m nh\u1ea5t c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh n\u00f3 m\u1ed9t c\u00e1ch \u0111\u00e1ng tin c\u1eady, \u0111\u1ed3ng th\u1eddi d\u00e0nh c\u00e1c m\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n cho c\u00e1c nhi\u1ec7m v\u1ee5 th\u1ef1c s\u1ef1 c\u1ea7n ch\u00fang.<\/p>\n\n\n\n<p>ShareAI cung c\u1ea5p cho c\u00e1c nh\u00f3m m\u1ed9t API cho h\u01a1n 150+ m\u00f4 h\u00ecnh, v\u1edbi kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb th\u1ecb tr\u01b0\u1eddng, \u0111\u1ecbnh tuy\u1ebfn v\u00e0 t\u00f9y ch\u1ecdn chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng. \u0110i\u1ec1u \u0111\u00f3 l\u00e0m cho vi\u1ec7c ki\u1ec3m so\u00e1t chi ph\u00ed \u00edt li\u00ean quan \u0111\u1ebfn vi\u1ec7c m\u00e3 h\u00f3a c\u1ee9ng m\u1ed9t nh\u00e0 cung c\u1ea5p duy nh\u1ea5t v\u00e0 nhi\u1ec1u h\u01a1n v\u1ec1 vi\u1ec7c thi\u1ebft k\u1ebf m\u1ed9t ch\u00ednh s\u00e1ch \u0111\u1ecbnh tuy\u1ebfn ph\u00f9 h\u1ee3p v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea1i sao M\u1ed9t M\u00f4 H\u00ecnh Cao C\u1ea5p L\u1ea1i L\u00e0m T\u0103ng Chi Ph\u00ed API LLM<\/h2>\n\n\n\n<p>M\u1eabu \u0111\u1eaft \u0111\u1ecf r\u1ea5t \u0111\u01a1n gi\u1ea3n: \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n x\u1eed l\u00fd m\u1ecdi l\u1eddi nh\u1eafc nh\u01b0 th\u1ec3 ch\u00fang \u0111\u1ec1u kh\u00f3 kh\u0103n.<\/p>\n\n\n\n<p>M\u1ed9t y\u00eau c\u1ea7u nh\u01b0 \u201cli\u1ec7t k\u00ea ba framework Python\u201d v\u00e0 m\u1ed9t y\u00eau c\u1ea7u nh\u01b0 \u201cthi\u1ebft k\u1ebf m\u1ed9t s\u01a1 \u0111\u1ed3 c\u01a1 s\u1edf d\u1eef li\u1ec7u SaaS \u0111a ng\u01b0\u1eddi thu\u00ea\u201d kh\u00f4ng n\u00ean t\u1ef1 \u0111\u1ed9ng theo c\u00f9ng m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn m\u00f4 h\u00ecnh. Y\u00eau c\u1ea7u \u0111\u1ea7u ti\u00ean ng\u1eafn, d\u1ec5 \u0111o\u00e1n v\u00e0 \u00edt r\u1ee7i ro. Y\u00eau c\u1ea7u th\u1ee9 hai c\u1ea7n suy lu\u1eadn m\u1ea1nh h\u01a1n, nhi\u1ec1u ng\u1eef c\u1ea3nh h\u01a1n v\u00e0 c\u1ea5u tr\u00fac c\u1ea9n th\u1eadn.<\/p>\n\n\n\n<p>S\u1ef1 kh\u00e1c bi\u1ec7t \u0111\u00f3 t\u0103ng l\u00ean theo quy m\u00f4. C\u00e1c l\u1eddi nh\u1eafc \u0111\u01a1n gi\u1ea3n c\u00f3 th\u1ec3 chi\u1ebfm m\u1ed9t ph\u1ea7n l\u1edbn l\u01b0u l\u01b0\u1ee3ng h\u00e0ng ng\u00e0y. L\u1ecbch s\u1eed h\u1ed9i tho\u1ea1i d\u00e0i h\u01a1n, c\u00e1c l\u1eddi nh\u1eafc h\u1ec7 th\u1ed1ng l\u1eb7p l\u1ea1i, th\u1eed l\u1ea1i v\u00e0 \u0111\u1ea7u ra d\u00e0i d\u00f2ng c\u00f3 th\u1ec3 l\u00e0m t\u0103ng th\u00eam kho\u1ea3ng c\u00e1ch chi ph\u00ed.<\/p>\n\n\n\n<p>M\u1ee5c ti\u00eau kh\u00f4ng ph\u1ea3i l\u00e0 thay th\u1ebf ch\u1ea5t l\u01b0\u1ee3ng b\u1eb1ng c\u00e1c ph\u1ea3n h\u1ed3i r\u1ebb ti\u1ec1n. M\u1ee5c ti\u00eau l\u00e0 ng\u1eebng tr\u1ea3 gi\u00e1 m\u00f4 h\u00ecnh ti\u00ean ti\u1ebfn cho c\u00f4ng vi\u1ec7c m\u00e0 m\u1ed9t m\u00f4 h\u00ecnh nh\u1ecf h\u01a1n c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh trong ng\u01b0\u1ee1ng ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1ch \u0110\u1ecbnh Tuy\u1ebfn Th\u00f4ng Minh Gi\u00fap Gi\u1ea3m Chi Ph\u00ed API LLM<\/h2>\n\n\n\n<p>\u0110\u1ecbnh tuy\u1ebfn th\u00f4ng minh th\u00eam m\u1ed9t l\u1edbp quy\u1ebft \u0111\u1ecbnh gi\u1eefa \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n v\u00e0 y\u00eau c\u1ea7u m\u00f4 h\u00ecnh. Tr\u01b0\u1edbc khi m\u1ed9t l\u1eddi nh\u1eafc \u0111\u1ebfn m\u00f4 h\u00ecnh, b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn \u0111\u00e1nh gi\u00e1 c\u00e1c t\u00edn hi\u1ec7u nh\u01b0 lo\u1ea1i nhi\u1ec7m v\u1ee5, \u0111\u1ed9 s\u00e2u suy lu\u1eadn, \u0111\u1ed9 d\u00e0i ng\u1eef c\u1ea3nh, c\u1ea5u tr\u00fac \u0111\u1ea7u ra d\u1ef1 ki\u1ebfn, nhu c\u1ea7u \u0111\u1ed9 tr\u1ec5 v\u00e0 gi\u1edbi h\u1ea1n chi ph\u00ed.<\/p>\n\n\n\n<p>T\u1eeb \u0111\u00f3, tuy\u1ebfn \u0111\u01b0\u1eddng c\u00f3 th\u1ec3 g\u1eedi c\u00e1c l\u1eddi nh\u1eafc \u00edt ph\u1ee9c t\u1ea1p \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh nh\u1ecf h\u01a1n v\u00e0 c\u00e1c l\u1eddi nh\u1eafc ph\u1ee9c t\u1ea1p \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng h\u01a1n. Nh\u00f3m c\u1ee7a b\u1ea1n ki\u1ec3m so\u00e1t nh\u00f3m \u1ee9ng vi\u00ean, v\u00ec v\u1eady b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn ch\u1ecdn t\u1eeb c\u00e1c m\u00f4 h\u00ecnh m\u00e0 b\u1ea1n \u0111\u00e3 ph\u00ea duy\u1ec7t.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n lo\u1ea1i \u0111\u01a1n gi\u1ea3n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh chi ph\u00ed th\u1ea5p.<\/li>\n\n\n\n<li>T\u1ea1o m\u00e3 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n.<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch ng\u1eef c\u1ea3nh d\u00e0i c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh v\u1edbi c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh ph\u00f9 h\u1ee3p.<\/li>\n\n\n\n<li>C\u00e1c ph\u00e2n lo\u1ea1i c\u00f3 \u0111\u1ed9 tin c\u1eady th\u1ea5p c\u00f3 th\u1ec3 chuy\u1ec3n sang m\u1ed9t tuy\u1ebfn \u0111\u01b0\u1eddng an to\u00e0n h\u01a1n.<\/li>\n\n\n\n<li>L\u1ed7i c\u1ee7a nh\u00e0 cung c\u1ea5p c\u00f3 th\u1ec3 k\u00edch ho\u1ea1t m\u00f4 h\u00ecnh d\u1ef1 ph\u00f2ng thay v\u00ec quy tr\u00ecnh l\u00e0m vi\u1ec7c b\u1ecb l\u1ed7i.<\/li>\n<\/ul>\n\n\n\n<p>Trong m\u1ed9t th\u1eed nghi\u1ec7m h\u1ed7n h\u1ee3p kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c nh\u1ecf, \u0111\u1ecbnh tuy\u1ebfn theo t\u1ea7ng \u0111\u00e3 gi\u1ea3m chi ph\u00ed 82% so v\u1edbi vi\u1ec7c g\u1eedi m\u1ecdi y\u00eau c\u1ea7u \u0111\u1ebfn m\u1ed9t m\u00f4 h\u00ecnh cao c\u1ea5p, trong khi \u0111i\u1ec3m ch\u1ea5t l\u01b0\u1ee3ng trung b\u00ecnh thay \u0111\u1ed5i ch\u01b0a \u0111\u1ebfn m\u1ed9t ph\u1ea7n m\u01b0\u1eddi \u0111i\u1ec3m. K\u1ebft qu\u1ea3 \u0111\u00f3 n\u00ean \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111\u1ecbnh h\u01b0\u1edbng, kh\u00f4ng ph\u1ea3i l\u00e0 s\u1ef1 \u0111\u1ea3m b\u1ea3o ph\u1ed5 qu\u00e1t. Ti\u1ebft ki\u1ec7m ph\u1ee5 thu\u1ed9c v\u00e0o s\u1ef1 k\u1ebft h\u1ee3p l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp c\u1ee7a b\u1ea1n, \u0111\u1ed9 d\u00e0i l\u1eddi nh\u1eafc, \u0111\u1ed9 d\u00e0i \u0111\u1ea7u ra, gi\u00e1 m\u00f4 h\u00ecnh v\u00e0 m\u1ee9c \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ch\u00ednh s\u00e1ch \u0111\u1ecbnh tuy\u1ebfn ph\u00e2n lo\u1ea1i y\u00eau c\u1ea7u.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Khi \u0110\u1ecbnh Tuy\u1ebfn Th\u00f4ng Minh L\u00e0 L\u1ef1a Ch\u1ecdn Ph\u00f9 H\u1ee3p<\/h2>\n\n\n\n<p>\u0110\u1ecbnh tuy\u1ebfn th\u00f4ng minh h\u1eefu \u00edch nh\u1ea5t khi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a b\u1ea1n ch\u1ee9a c\u1ea3 y\u00eau c\u1ea7u \u0111\u01a1n gi\u1ea3n v\u00e0 ph\u1ee9c t\u1ea1p. Tr\u1ee3 l\u00fd h\u1ed7 tr\u1ee3, c\u1ed5ng AI n\u1ed9i b\u1ed9, quy tr\u00ecnh l\u00e0m vi\u1ec7c t\u00e0i li\u1ec7u, c\u00f4ng c\u1ee5 m\u00e3 h\u00f3a, l\u00e0m gi\u00e0u CRM v\u00e0 tr\u1ea3i nghi\u1ec7m t\u00ecm ki\u1ebfm AI th\u01b0\u1eddng r\u01a1i v\u00e0o m\u00f4 h\u00ecnh n\u00e0y.<\/p>\n\n\n\n<p>C\u00f3 th\u1ec3 kh\u00f4ng \u0111\u00e1ng \u0111\u1ec3 th\u00eam m\u1ed9t b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn khi m\u1ecdi y\u00eau c\u1ea7u g\u1ea7n nh\u01b0 gi\u1ed1ng h\u1ec7t nhau. N\u1ebfu m\u1ed9t quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn ch\u1ec9 th\u1ef1c hi\u1ec7n ph\u00e2n lo\u1ea1i ng\u1eafn v\u00e0 m\u1ed9t m\u00f4 h\u00ecnh chi ph\u00ed th\u1ea5p li\u00ean t\u1ee5c \u0111\u00e1p \u1ee9ng ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng, m\u1ed9t tuy\u1ebfn tr\u1ef1c ti\u1ebfp c\u00f3 th\u1ec3 \u0111\u01a1n gi\u1ea3n h\u01a1n.<\/p>\n\n\n\n<p>\u0110i\u1ec1u t\u01b0\u01a1ng t\u1ef1 c\u0169ng \u0111\u00fang \u1edf \u0111\u1ea7u kia. N\u1ebfu m\u1ecdi y\u00eau c\u1ea7u \u0111\u1ec1u c\u1ea7n l\u00fd lu\u1eadn n\u00e2ng cao, s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 nghi\u00eam ng\u1eb7t ho\u1eb7c \u0111\u1ea7u ra mi\u1ec1n nh\u1ea1y c\u1ea3m, b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn c\u00f3 th\u1ec3 ch\u1ecdn m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n h\u1ea7u h\u1ebft th\u1eddi gian. Trong tr\u01b0\u1eddng h\u1ee3p \u0111\u00f3, t\u1ed1i \u01b0u h\u00f3a th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 l\u00e0 thi\u1ebft k\u1ebf l\u1eddi nh\u1eafc, l\u01b0u tr\u1eef t\u1ea1m th\u1eddi ho\u1eb7c x\u1eed l\u00fd theo l\u00f4 thay v\u00ec chuy\u1ec3n \u0111\u1ed5i m\u00f4 h\u00ecnh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ch\u00ednh S\u00e1ch \u0110\u1ecbnh Tuy\u1ebfn Th\u1ef1c Ti\u1ec5n<\/h2>\n\n\n\n<p>B\u1eaft \u0111\u1ea7u nh\u1ecf. Ch\u1ecdn m\u1ed9t v\u00e0i lo\u1ea1i nhi\u1ec7m v\u1ee5 ph\u1ed5 bi\u1ebfn v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1ch m\u1ed7i lo\u1ea1i n\u00ean \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn. Ch\u00ednh s\u00e1ch \u0111\u1ecbnh tuy\u1ebfn \u0111\u1ea7u ti\u00ean c\u00f3 th\u1ec3 t\u00e1ch c\u00e2u tr\u1ea3 l\u1eddi th\u1ef1c t\u1ebf, tr\u00edch xu\u1ea5t, vi\u1ebft l\u1ea1i, t\u1ea1o m\u00e3, ph\u00e2n t\u00edch d\u00e0i h\u1ea1n v\u00e0 t\u1ea1o d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c<\/th><th>Ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh tuy\u1ebfn<\/th><th>Nh\u1eefng g\u00ec c\u1ea7n theo d\u00f5i<\/th><\/tr><\/thead><tbody><tr><td>L\u1eddi nh\u1eafc \u0111\u01a1n gi\u1ea3n, d\u1ec5 d\u1ef1 \u0111o\u00e1n<\/td><td>M\u00f4 h\u00ecnh chi ph\u00ed th\u1ea5p h\u01a1n<\/td><td>\u0110\u1ed9 ch\u00ednh x\u00e1c, \u0111\u1ecbnh d\u1ea1ng \u0111\u1ea7u ra, \u0111\u1ed9 tr\u1ec5<\/td><\/tr><tr><td>L\u1eddi nh\u1eafc h\u1ed7n h\u1ee3p \u0111\u01a1n gi\u1ea3n v\u00e0 ph\u1ee9c t\u1ea1p<\/td><td>\u0110\u1ecbnh tuy\u1ebfn th\u00f4ng minh qua c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t<\/td><td>M\u00f4 h\u00ecnh \u0111\u00e3 ch\u1ecdn, chi ph\u00ed m\u1ed7i nhi\u1ec7m v\u1ee5, \u0111i\u1ec3m ch\u1ea5t l\u01b0\u1ee3ng<\/td><\/tr><tr><td>C\u00e1c l\u1eddi nh\u1eafc y\u00eau c\u1ea7u l\u00fd lu\u1eadn ph\u1ee9c t\u1ea1p<\/td><td>M\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n m\u1eb7c \u0111\u1ecbnh<\/td><td>Ch\u1ea5t l\u01b0\u1ee3ng ho\u00e0n th\u00e0nh, t\u1ef7 l\u1ec7 th\u1eed l\u1ea1i, \u0111\u1ed9 d\u00e0i \u0111\u1ea7u ra<\/td><\/tr><tr><td>X\u1eed l\u00fd n\u1ec1n<\/td><td>X\u1eed l\u00fd theo l\u00f4 n\u1ebfu c\u00f3 th\u1ec3<\/td><td>C\u1eeda s\u1ed5 ho\u00e0n th\u00e0nh, l\u1ed7i m\u1ed9t ph\u1ea7n, chi ph\u00ed \u0111\u01a1n v\u1ecb<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Sau \u0111\u00f3 ki\u1ec3m tra ch\u00ednh s\u00e1ch v\u1edbi c\u00e1c l\u1eddi nh\u1eafc s\u1ea3n xu\u1ea5t th\u1ef1c t\u1ebf. Kh\u00f4ng ch\u1ec9 d\u1ef1a v\u00e0o c\u00e1c v\u00ed d\u1ee5 t\u1ed5ng h\u1ee3p. \u0110o l\u01b0\u1eddng chi ph\u00ed, \u0111\u1ed9 tr\u1ec5, m\u00f4 h\u00ecnh \u0111\u00e3 ch\u1ecdn, ch\u1ea5t l\u01b0\u1ee3ng hi\u1ec3n th\u1ecb cho ng\u01b0\u1eddi d\u00f9ng, t\u1ef7 l\u1ec7 d\u1ef1 ph\u00f2ng v\u00e0 ch\u1ebf \u0111\u1ed9 l\u1ed7i theo lo\u1ea1i nhi\u1ec7m v\u1ee5.<\/p>\n\n\n\n<p>B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-llm-api-costs-smart-routing\">Kh\u00e1m Ph\u00e1 C\u00e1c M\u00f4 H\u00ecnh AI<\/a> \u0111\u1ec3 so s\u00e1nh c\u00e1c t\u00edn hi\u1ec7u th\u1ecb tr\u01b0\u1eddng, sau \u0111\u00f3 s\u1eed d\u1ee5ng <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-llm-api-costs-smart-routing\">t\u00e0i li\u1ec7u ShareAI<\/a> \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch t\u00edch h\u1ee3p c\u1ee7a b\u1ea1n xung quanh m\u1ed9t API thay v\u00ec c\u00e1c \u0111\u01b0\u1eddng d\u1eabn ri\u00eang bi\u1ec7t c\u1ee7a nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">S\u1eed d\u1ee5ng b\u1ed9 nh\u1edb \u0111\u1ec7m cho ng\u1eef c\u1ea3nh l\u1eb7p l\u1ea1i<\/h2>\n\n\n\n<p>\u0110\u1ecbnh tuy\u1ebfn ch\u1ecdn m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p. B\u1ed9 nh\u1edb \u0111\u1ec7m gi\u1ea3m c\u00f4ng vi\u1ec7c \u0111\u1ea7u v\u00e0o l\u1eb7p l\u1ea1i.<\/p>\n\n\n\n<p>B\u1ed9 nh\u1edb \u0111\u1ec7m l\u1eddi nh\u1eafc h\u1eefu \u00edch khi nhi\u1ec1u y\u00eau c\u1ea7u chia s\u1ebb c\u00f9ng m\u1ed9t ti\u1ec1n t\u1ed1: l\u1eddi nh\u1eafc h\u1ec7 th\u1ed1ng, h\u01b0\u1edbng d\u1eabn ch\u00ednh s\u00e1ch, danh m\u1ee5c s\u1ea3n ph\u1ea9m, c\u01a1 s\u1edf ki\u1ebfn th\u1ee9c, h\u01b0\u1edbng d\u1eabn c\u00f4ng c\u1ee5 ho\u1eb7c thi\u1ebft l\u1eadp cu\u1ed9c tr\u00f2 chuy\u1ec7n d\u00e0i. OpenAI\u2019s <a href=\"https:\/\/platform.openai.com\/docs\/guides\/prompt-caching?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-llm-api-costs-smart-routing\">t\u00e0i li\u1ec7u b\u1ed9 nh\u1edb \u0111\u1ec7m l\u1eddi nh\u1eafc<\/a> m\u00f4 t\u1ea3 c\u00e1ch c\u00e1c ti\u1ec1n t\u1ed1 nh\u1eafc l\u1eb7p l\u1ea1i c\u00f3 th\u1ec3 gi\u1ea3m \u0111\u1ed9 tr\u1ec5 v\u00e0 chi ph\u00ed token \u0111\u1ea7u v\u00e0o tr\u00ean c\u00e1c y\u00eau c\u1ea7u \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n.<\/p>\n\n\n\n<p>Quy t\u1eafc th\u1ef1c t\u1ebf l\u00e0 gi\u1eef n\u1ed9i dung \u1ed5n \u0111\u1ecbnh \u1edf \u0111\u1ea7u l\u1eddi nh\u1eafc v\u00e0 n\u1ed9i dung ng\u01b0\u1eddi d\u00f9ng thay \u0111\u1ed5i \u1edf ph\u1ea7n sau. Nh\u1eefng thay \u0111\u1ed5i nh\u1ecf g\u1ea7n \u0111\u1ea7u c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 vi\u1ec7c t\u00e1i s\u1eed d\u1ee5ng b\u1ed9 nh\u1edb \u0111\u1ec7m. Theo d\u00f5i t\u1ef7 l\u1ec7 tr\u00fang b\u1ed9 nh\u1edb \u0111\u1ec7m, c\u00e1c token \u0111\u01b0\u1ee3c l\u01b0u trong b\u1ed9 nh\u1edb \u0111\u1ec7m, ng\u01b0\u1ee1ng token t\u1ed1i thi\u1ec3u, c\u1eeda s\u1ed5 h\u1ebft h\u1ea1n v\u00e0 b\u1ea5t k\u1ef3 chi ph\u00ed ghi b\u1ed9 nh\u1edb \u0111\u1ec7m n\u00e0o t\u1eeb nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Th\u00eam c\u00e1c ph\u01b0\u01a1ng \u00e1n d\u1ef1 ph\u00f2ng tr\u01b0\u1edbc khi c\u00e1c l\u1ea7n th\u1eed l\u1ea1i tr\u1edf n\u00ean \u0111\u1eaft \u0111\u1ecf<\/h2>\n\n\n\n<p>C\u00e1c l\u1ea7n th\u1eed l\u1ea1i c\u00f3 th\u1ec3 \u00e2m th\u1ea7m t\u0103ng chi ph\u00ed. N\u1ebfu m\u1ed9t nh\u00e0 cung c\u1ea5p b\u1ecb gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9, ch\u1eadm ho\u1eb7c kh\u00f4ng kh\u1ea3 d\u1ee5ng, vi\u1ec7c g\u1ecdi l\u1eb7p l\u1ea1i c\u00f9ng m\u1ed9t \u0111i\u1ec3m cu\u1ed1i c\u00f3 th\u1ec3 t\u0103ng \u0111\u1ed9 tr\u1ec5 v\u00e0 t\u1ea1o ra nhi\u1ec1u l\u1ea7n th\u1eed t\u00ednh ph\u00ed h\u01a1n m\u00e0 kh\u00f4ng c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n\n\n<p>M\u1ed9t tuy\u1ebfn d\u1ef1 ph\u00f2ng g\u1eedi y\u00eau c\u1ea7u \u0111\u1ebfn m\u1ed9t m\u00f4 h\u00ecnh ho\u1eb7c nh\u00e0 cung c\u1ea5p d\u1ef1 ph\u00f2ng t\u01b0\u01a1ng th\u00edch sau m\u1ed9t \u0111i\u1ec1u ki\u1ec7n th\u1ea5t b\u1ea1i \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t m\u1eabu \u0111\u1ed9 tin c\u1eady. N\u00f3 c\u0169ng l\u00e0 m\u1ed9t m\u1eabu ki\u1ec3m so\u00e1t chi ph\u00ed v\u00ec m\u1ed7i l\u1ea7n th\u1ea5t b\u1ea1i \u0111\u1ec1u theo m\u1ed9t l\u1ed9 tr\u00ecnh ph\u1ee5c h\u1ed3i \u0111\u01b0\u1ee3c l\u00ean k\u1ebf ho\u1ea1ch thay v\u00ec bi\u1ebfn th\u00e0nh c\u00e1c l\u1ea7n th\u1eed l\u1ea1i kh\u00f4ng ki\u1ec3m so\u00e1t.<\/p>\n\n\n\n<p>Ch\u1ecdn c\u00e1c ph\u01b0\u01a1ng \u00e1n d\u1ef1 ph\u00f2ng v\u1edbi gi\u1edbi h\u1ea1n ng\u1eef c\u1ea3nh t\u01b0\u01a1ng th\u00edch, \u0111\u1ecbnh d\u1ea1ng \u0111\u1ea7u ra, h\u00e0nh vi c\u00f4ng c\u1ee5 v\u00e0 h\u1ed7 tr\u1ee3 \u0111\u1ea7u ra c\u00f3 c\u1ea5u tr\u00fac. Theo d\u00f5i khi n\u00e0o c\u00e1c ph\u01b0\u01a1ng \u00e1n d\u1ef1 ph\u00f2ng \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t, m\u00f4 h\u00ecnh n\u00e0o ho\u00e0n th\u00e0nh y\u00eau c\u1ea7u v\u00e0 li\u1ec7u tuy\u1ebfn d\u1ef1 ph\u00f2ng c\u00f3 duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng y\u00eau c\u1ea7u hay kh\u00f4ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Chuy\u1ec3n c\u00f4ng vi\u1ec7c kh\u00f4ng \u0111\u1ed3ng b\u1ed9 sang x\u1eed l\u00fd theo l\u00f4<\/h2>\n\n\n\n<p>M\u1ed9t s\u1ed1 c\u00f4ng vi\u1ec7c AI kh\u00f4ng c\u1ea7n ph\u1ea3n h\u1ed3i th\u1eddi gian th\u1ef1c. \u0110\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh, b\u1ed5 sung t\u00e0i li\u1ec7u, l\u00e0m gi\u00e0u CRM, ph\u00e2n lo\u1ea1i n\u1ed9i dung v\u00e0 t\u1ea1o b\u00e1o c\u00e1o qua \u0111\u00eam th\u01b0\u1eddng c\u00f3 th\u1ec3 ch\u1ea1y kh\u00f4ng \u0111\u1ed3ng b\u1ed9.<\/p>\n\n\n\n<p>X\u1eed l\u00fd theo l\u00f4 c\u00f3 th\u1ec3 gi\u1ea3m chi ph\u00ed khi nh\u00e0 cung c\u1ea5p cung c\u1ea5p th\u1ef1c thi kh\u00f4ng \u0111\u1ed3ng b\u1ed9 v\u1edbi gi\u00e1 gi\u1ea3m. OpenAI\u2019s <a href=\"https:\/\/platform.openai.com\/docs\/guides\/batch?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-llm-api-costs-smart-routing\">T\u00e0i li\u1ec7u API x\u1eed l\u00fd theo l\u00f4<\/a> m\u00f4 t\u1ea3 x\u1eed l\u00fd gi\u1ea3m gi\u00e1 v\u1edbi c\u1eeda s\u1ed5 ho\u00e0n th\u00e0nh d\u00e0i h\u01a1n cho c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n.<\/p>\n\n\n\n<p>M\u1ed9t s\u1ef1 ph\u00e2n chia s\u1ea3n xu\u1ea5t t\u1ed1t l\u00e0 \u0111\u01a1n gi\u1ea3n: gi\u1eef c\u00e1c t\u01b0\u01a1ng t\u00e1c h\u01b0\u1edbng ng\u01b0\u1eddi d\u00f9ng tr\u00ean c\u00e1c tuy\u1ebfn th\u1eddi gian th\u1ef1c v\u00e0 chuy\u1ec3n c\u00f4ng vi\u1ec7c n\u1ec1n sang x\u1eed l\u00fd theo l\u00f4 n\u01a1i c\u1eeda s\u1ed5 ho\u00e0n th\u00e0nh c\u00f3 th\u1ec3 ch\u1ea5p nh\u1eadn \u0111\u01b0\u1ee3c. G\u00e1n ID y\u00eau c\u1ea7u \u1ed5n \u0111\u1ecbnh \u0111\u1ec3 k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c kh\u1edbp l\u1ea1i v\u1edbi c\u00e1c b\u1ea3n ghi g\u1ed1c v\u00e0 x\u1eed l\u00fd c\u00e1c l\u1ed7i m\u1ed9t ph\u1ea7n m\u00e0 kh\u00f4ng ch\u1ea1y l\u1ea1i to\u00e0n b\u1ed9 c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng g\u00ec c\u1ea7n theo d\u00f5i sau khi tri\u1ec3n khai<\/h2>\n\n\n\n<p>T\u1ed1i \u01b0u h\u00f3a chi ph\u00ed kh\u00f4ng k\u1ebft th\u00fac khi tuy\u1ebfn \u0111\u01b0\u1eddng \u0111i v\u00e0o ho\u1ea1t \u0111\u1ed9ng. Gi\u00e1 m\u00f4 h\u00ecnh thay \u0111\u1ed5i, t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a nh\u00e0 cung c\u1ea5p thay \u0111\u1ed5i v\u00e0 l\u01b0u l\u01b0\u1ee3ng \u1ee9ng d\u1ee5ng thay \u0111\u1ed5i khi ng\u01b0\u1eddi d\u00f9ng \u00e1p d\u1ee5ng c\u00e1c t\u00ednh n\u0103ng m\u1edbi.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chi ph\u00ed tr\u00ean m\u1ed7i y\u00eau c\u1ea7u, lo\u1ea1i nhi\u1ec7m v\u1ee5, kh\u00f4ng gian l\u00e0m vi\u1ec7c v\u00e0 kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li>M\u00f4 h\u00ecnh v\u00e0 nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c ch\u1ecdn cho m\u1ed7i y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn.<\/li>\n\n\n\n<li>\u0110\u1ed9 tr\u1ec5, t\u1ef7 l\u1ec7 h\u1ebft th\u1eddi gian, t\u1ef7 l\u1ec7 th\u1eed l\u1ea1i v\u00e0 t\u1ef7 l\u1ec7 d\u1ef1 ph\u00f2ng.<\/li>\n\n\n\n<li>\u0110i\u1ec3m ch\u1ea5t l\u01b0\u1ee3ng t\u1eeb c\u00e1c \u0111\u00e1nh gi\u00e1 ho\u1eb7c \u0111\u00e1nh gi\u00e1 c\u1ee7a con ng\u01b0\u1eddi.<\/li>\n\n\n\n<li>\u0110\u1ed9 d\u00e0i g\u1ee3i \u00fd, \u0111\u1ed9 d\u00e0i \u0111\u1ea7u ra v\u00e0 t\u1ef7 l\u1ec7 truy c\u1eadp b\u1ed9 nh\u1edb \u0111\u1ec7m.<\/li>\n\n\n\n<li>C\u00e1c tr\u01b0\u1eddng h\u1ee3p m\u00e0 \u0111\u1ed9 tin c\u1eady \u0111\u1ecbnh tuy\u1ebfn th\u1ea5p ho\u1eb7c sai.<\/li>\n<\/ul>\n\n\n\n<p>C\u00e1c h\u1ec7 th\u1ed1ng \u0111\u1ecbnh tuy\u1ebfn t\u1ed1t nh\u1ea5t l\u00e0 nh\u00e0m ch\u00e1n theo c\u00e1ch \u0111\u00fang \u0111\u1eafn. Ch\u00fang l\u00e0m cho vi\u1ec7c ch\u1ecdn m\u00f4 h\u00ecnh tr\u1edf n\u00ean r\u00f5 r\u00e0ng, gi\u1eef chi ph\u00ed g\u1eafn li\u1ec1n v\u1edbi \u0111\u1ed9 ph\u1ee9c t\u1ea1p th\u1ef1c t\u1ebf c\u1ee7a kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 cung c\u1ea5p cho c\u00e1c nh\u00f3m m\u1ed9t c\u00e1ch ki\u1ec3m so\u00e1t \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh khi c\u00e1c m\u00f4 h\u00ecnh, gi\u00e1 c\u1ea3 v\u00e0 m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">B\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t API v\u00e0 m\u1ed9t nh\u00f3m m\u00f4 h\u00ecnh nh\u1ecf h\u01a1n<\/h2>\n\n\n\n<p>B\u1ea1n kh\u00f4ng c\u1ea7n m\u1ed9t thi\u1ebft l\u1eadp \u0111\u1ecbnh tuy\u1ebfn ph\u1ee9c t\u1ea1p ngay t\u1eeb ng\u00e0y \u0111\u1ea7u ti\u00ean. B\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t nh\u00f3m \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t nh\u1ecf: m\u1ed9t m\u00f4 h\u00ecnh chi ph\u00ed th\u1ea5p cho c\u00f4ng vi\u1ec7c \u0111\u01a1n gi\u1ea3n, m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n cho c\u00f4ng vi\u1ec7c ph\u1ee9c t\u1ea1p v\u00e0 m\u1ed9t tuy\u1ebfn d\u1ef1 ph\u00f2ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 tin c\u1eady. Ch\u1ec9 m\u1edf r\u1ed9ng khi d\u1eef li\u1ec7u cho th\u1ea5y nhu c\u1ea7u th\u1ef1c s\u1ef1.<\/p>\n\n\n\n<p>V\u1edbi ShareAI, c\u00e1c nh\u00f3m c\u00f3 th\u1ec3 ki\u1ec3m tra c\u00e1c m\u00f4 h\u00ecnh trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-llm-api-costs-smart-routing\">S\u00e2n ch\u01a1i<\/a>, so s\u00e1nh c\u00e1c t\u00f9y ch\u1ecdn trong th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh v\u00e0 t\u00edch h\u1ee3p th\u00f4ng qua m\u1ed9t API. \u0110i\u1ec1u \u0111\u00f3 mang l\u1ea1i cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n m\u1ed9t c\u00e1ch s\u1ea1ch s\u1ebd h\u01a1n \u0111\u1ec3 gi\u1ea3m chi ph\u00ed API LLM m\u00e0 kh\u00f4ng kh\u00f3a m\u1ecdi quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0o m\u1ed9t nh\u00e0 cung c\u1ea5p duy nh\u1ea5t ho\u1eb7c m\u1ed9t c\u1ea5p m\u00f4 h\u00ecnh duy nh\u1ea5t.<\/p>","protected":false},"excerpt":{"rendered":"<p>T\u00ecm hi\u1ec3u c\u00e1ch \u0111\u1ecbnh tuy\u1ebfn th\u00f4ng minh, l\u01b0u tr\u1eef t\u1ea1m th\u1eddi l\u1eddi nh\u1eafc, d\u1ef1 ph\u00f2ng nh\u00e0 cung c\u1ea5p v\u00e0 x\u1eed l\u00fd h\u00e0ng lo\u1ea1t c\u00f3 th\u1ec3 gi\u1ea3m chi ph\u00ed API LLM m\u00e0 kh\u00f4ng l\u00e0m gi\u1ea3m ch\u1ea5t l\u01b0\u1ee3ng.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Integrate one API","cta-description":"Access 150+ models with smart routing and failover.","cta-button-text":"View Docs","cta-button-link":"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-llm-api-costs-smart-routing","rank_math_title":"Reduce LLM API Costs With Smart Routing: Practical Guide","rank_math_description":"Reduce LLM API costs with smart routing, caching, fallbacks, and batch processing while keeping quality thresholds visible.","rank_math_focus_keyword":"reduce LLM API costs","footnotes":""},"categories":[4,6],"tags":[42,103,102,101],"class_list":["post-2917","post","type-post","status-publish","format-standard","hentry","category-developers","category-insights","tag-ai-api-routing","tag-cost-optimization","tag-llm-api-costs","tag-smart-routing"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2917","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=2917"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2917\/revisions"}],"predecessor-version":[{"id":2918,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2917\/revisions\/2918"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=2917"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=2917"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=2917"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}