{"id":3071,"date":"2026-07-01T15:40:10","date_gmt":"2026-07-01T12:40:10","guid":{"rendered":"https:\/\/shareai.now\/?p=3071"},"modified":"2026-07-01T15:41:35","modified_gmt":"2026-07-01T12:41:35","slug":"khung-tac-nhan-ai-mot-api-nhieu-mo-hinh","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/nha-phat-trien\/khung-tac-nhan-ai-mot-api-nhieu-mo-hinh\/","title":{"rendered":"Khung AI Agent: K\u1ebft n\u1ed1i M\u1ed9t API v\u1edbi Nhi\u1ec1u M\u00f4 H\u00ecnh"},"content":{"rendered":"<p>C\u00e1c khung t\u00e1c nh\u00e2n AI l\u00e0 n\u01a1i c\u00e1c nh\u00f3m x\u00e1c \u0111\u1ecbnh h\u00e0nh vi c\u1ee7a t\u00e1c nh\u00e2n: m\u1ee5c ti\u00eau, c\u00f4ng c\u1ee5, b\u1ed9 nh\u1edb, chuy\u1ec3n giao, v\u00f2ng l\u1eb7p v\u00e0 c\u00e1c quy t\u1eafc khi n\u00e0o t\u00e1c nh\u00e2n n\u00ean d\u1eebng l\u1ea1i. Nh\u01b0ng l\u1edbp truy c\u1eadp m\u00f4 h\u00ecnh l\u00e0 m\u1ed9t quy\u1ebft \u0111\u1ecbnh kh\u00e1c. N\u1ebfu m\u1ed7i khung t\u00e1c nh\u00e2n \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp v\u1edbi m\u1ed9t nh\u00e0 cung c\u1ea5p, s\u1ea3n ph\u1ea9m s\u1ebd k\u1ebf th\u1eeba gi\u00e1 c\u1ea3, gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9, s\u1ef1 c\u1ed1, thay \u0111\u1ed5i m\u00f4 h\u00ecnh v\u00e0 quy t\u1eafc t\u00e0i kho\u1ea3n c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00f3.<\/p>\n\n\n\n<p>\u0110\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao c\u00e1c khung t\u00e1c nh\u00e2n AI ho\u1ea1t \u0111\u1ed9ng t\u1ed1t h\u01a1n khi khung g\u1ecdi m\u1ed9t API m\u00f4 h\u00ecnh \u1ed5n \u0111\u1ecbnh v\u00e0 l\u1edbp m\u00f4 h\u00ecnh x\u1eed l\u00fd l\u1ef1a ch\u1ecdn, \u0111\u1ecbnh tuy\u1ebfn, chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng, kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb s\u1eed d\u1ee5ng v\u00e0 thanh to\u00e1n. ShareAI ph\u00f9 h\u1ee3p v\u1edbi l\u1edbp \u0111\u00f3. \u1ee8ng d\u1ee5ng t\u00e1c nh\u00e2n n\u1eb1m ngo\u00e0i ShareAI, trong khi ShareAI cung c\u1ea5p cho nh\u00e0 ph\u00e1t tri\u1ec3n m\u1ed9t API cho h\u01a1n 150+ m\u00f4 h\u00ecnh, t\u00edn hi\u1ec7u th\u1ecb tr\u01b0\u1eddng, s\u1eed d\u1ee5ng tr\u1ea3 theo token v\u00e0 m\u1ed9t l\u1ed9 tr\u00ecnh Builder khi l\u01b0u l\u01b0\u1ee3ng t\u00e1c nh\u00e2n c\u1ea7n \u0111\u01b0\u1ee3c ki\u1ebfm ti\u1ec1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea1i Sao C\u00e1c Khung T\u00e1c Nh\u00e2n AI C\u1ea7n M\u1ed9t L\u1edbp Truy C\u1eadp M\u00f4 H\u00ecnh<\/h2>\n\n\n\n<p>M\u1ed9t khung t\u00e1c nh\u00e2n n\u00ean gi\u00fap b\u1ea1n x\u00e1c \u0111\u1ecbnh c\u00f4ng vi\u1ec7c. N\u00f3 kh\u00f4ng n\u00ean \u00e9p bu\u1ed9c m\u1ecdi cu\u1ed9c g\u1ecdi m\u00f4 h\u00ecnh, b\u01b0\u1edbc c\u00f4ng c\u1ee5 v\u00e0 quy\u1ebft \u0111\u1ecbnh d\u1ef1 ph\u00f2ng v\u00e0o m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a c\u1ee9ng.<\/p>\n\n\n\n<p>M\u1ed9t t\u00e1c nh\u00e2n s\u1ea3n xu\u1ea5t th\u01b0\u1eddng c\u00f3 c\u00e1c lo\u1ea1i cu\u1ed9c g\u1ecdi m\u00f4 h\u00ecnh kh\u00e1c nhau. M\u1ed9t ng\u01b0\u1eddi l\u1eadp k\u1ebf ho\u1ea1ch c\u00f3 th\u1ec3 c\u1ea7n l\u00fd lu\u1eadn m\u1ea1nh m\u1ebd h\u01a1n. M\u1ed9t b\u1ed9 ph\u00e2n lo\u1ea1i c\u00f3 th\u1ec3 c\u1ea7n chi ph\u00ed th\u1ea5p v\u00e0 \u0111\u1ed9 tr\u1ec5 th\u1ea5p. M\u1ed9t b\u1ed9 t\u00f3m t\u1eaft c\u00f3 th\u1ec3 c\u1ea7n m\u1ed9t tuy\u1ebfn \u0111\u01b0\u1eddng r\u1ebb h\u01a1n. M\u1ed9t c\u00e2u tr\u1ea3 l\u1eddi hi\u1ec3n th\u1ecb cho kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 c\u1ea7n m\u1ed9t m\u00f4 h\u00ecnh ch\u1ea5t l\u01b0\u1ee3ng cao h\u01a1n v\u00e0 m\u1ed9t d\u1ef1 ph\u00f2ng an to\u00e0n h\u01a1n. X\u1eed l\u00fd t\u1ea5t c\u1ea3 c\u00e1c b\u01b0\u1edbc \u0111\u00f3 nh\u01b0 m\u1ed9t m\u00f4 h\u00ecnh m\u1eb7c \u0111\u1ecbnh l\u00e0m cho chi ph\u00ed v\u00e0 \u0111\u1ed9 tin c\u1eady kh\u00f3 ki\u1ec3m so\u00e1t h\u01a1n.<\/p>\n\n\n\n<p>ShareAI cung c\u1ea5p cho \u1ee9ng d\u1ee5ng m\u1ed9t l\u1edbp m\u00f4 h\u00ecnh \u1ed5n \u0111\u1ecbnh. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-agent-frameworks-one-api-multiple-models\">so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh<\/a>, ki\u1ec3m tra c\u00e1c t\u00f9y ch\u1ecdn v\u00e0 \u0111\u1ecbnh tuy\u1ebfn l\u01b0u l\u01b0\u1ee3ng qua m\u1ed9t API thay v\u00ec duy tr\u00ec c\u00e1c t\u00edch h\u1ee3p nh\u00e0 cung c\u1ea5p ri\u00eang bi\u1ec7t cho m\u1ed7i khung ho\u1eb7c b\u01b0\u1edbc t\u00e1c nh\u00e2n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">M\u1eabu K\u1ebft N\u1ed1i C\u01a1 B\u1ea3n<\/h2>\n\n\n\n<p>H\u1ea7u h\u1ebft c\u00e1c t\u00edch h\u1ee3p tu\u00e2n theo c\u00f9ng m\u1ed9t m\u1eabu:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Gi\u1eef khung t\u00e1c nh\u00e2n c\u1ee7a b\u1ea1n ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 logic quy tr\u00ecnh l\u00e0m vi\u1ec7c, c\u00f4ng c\u1ee5 v\u00e0 tr\u1ea1ng th\u00e1i.<\/li><li>Ch\u1ec9 \u0111\u1ecbnh kh\u00e1ch h\u00e0ng m\u00f4 h\u00ecnh c\u1ee7a khung v\u00e0o \u0111i\u1ec3m cu\u1ed1i ho\u00e0n th\u00e0nh tr\u00f2 chuy\u1ec7n c\u1ee7a ShareAI.<\/li><li>S\u1eed d\u1ee5ng kh\u00f3a API ShareAI t\u1eeb m\u00f4i tr\u01b0\u1eddng ph\u00eda m\u00e1y ch\u1ee7 c\u1ee7a b\u1ea1n.<\/li><li>Ch\u1ecdn tuy\u1ebfn m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng b\u01b0\u1edbc t\u00e1c nh\u00e2n.<\/li><li>Ghi nh\u1eadt k\u00fd s\u1eed d\u1ee5ng theo ng\u01b0\u1eddi d\u00f9ng, kh\u00f4ng gian l\u00e0m vi\u1ec7c, t\u00ednh n\u0103ng ho\u1eb7c tuy\u1ebfn t\u00e1c nh\u00e2n tr\u01b0\u1edbc khi kh\u1edfi ch\u1ea1y.<\/li><\/ul>\n\n\n\n<p>M\u1eabu n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch khi khung c\u1ee7a b\u1ea1n \u0111\u00e3 h\u1ed7 tr\u1ee3 m\u1ed9t kh\u00e1ch h\u00e0ng m\u00f4 h\u00ecnh tr\u00f2 chuy\u1ec7n t\u01b0\u01a1ng th\u00edch v\u1edbi OpenAI. LangChain t\u00e0i li\u1ec7u h\u00f3a c\u00e1ch t\u00edch h\u1ee3p ChatOpenAI c\u1ee7a n\u00f3 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t URL c\u01a1 s\u1edf c\u00f3 th\u1ec3 c\u1ea5u h\u00ecnh, \u0111\u00e2y l\u00e0 m\u1eabu m\u00e0 nhi\u1ec1u nh\u00f3m s\u1eed d\u1ee5ng khi \u0111\u1ecbnh tuy\u1ebfn qua proxy, c\u1ed5ng ho\u1eb7c API m\u00f4 h\u00ecnh t\u01b0\u01a1ng th\u00edch: <a href=\"https:\/\/docs.langchain.com\/oss\/python\/integrations\/chat\/openai?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-agent-frameworks-one-api-multiple-models\">T\u00e0i li\u1ec7u LangChain ChatOpenAI<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">B\u01b0\u1edbc 1: X\u00e1c minh Y\u00eau c\u1ea7u ShareAI<\/h2>\n\n\n\n<p>Tr\u01b0\u1edbc khi thay \u0111\u1ed5i c\u1ea5u h\u00ecnh framework, h\u00e3y th\u1ef1c hi\u1ec7n m\u1ed9t y\u00eau c\u1ea7u tr\u1ef1c ti\u1ebfp ph\u00eda m\u00e1y ch\u1ee7. \u0110i\u1ec1u n\u00e0y cung c\u1ea5p m\u1ed9t c\u01a1 s\u1edf s\u1ea1ch cho th\u00f4ng tin x\u00e1c th\u1ef1c, l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh v\u00e0 \u0111\u1ecbnh d\u1ea1ng ph\u1ea3n h\u1ed3i.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl -X POST \"https:\/\/api.shareai.now\/v1\/chat\/completions\" \\\"<\/code><\/pre>\n\n\n\n<p>Gi\u1eef kh\u00f3a tr\u00ean m\u00e1y ch\u1ee7. Kh\u00f4ng \u0111\u1ec3 l\u1ed9 n\u00f3 trong m\u00e3 tr\u00ecnh duy\u1ec7t, kho l\u01b0u tr\u1eef c\u00f4ng khai, plugin ph\u00eda kh\u00e1ch h\u00e0ng ho\u1eb7c m\u1eabu \u0111\u1ea1i l\u00fd chia s\u1ebb. Khi y\u00eau c\u1ea7u th\u00e0nh c\u00f4ng, chuy\u1ec3n c\u00f9ng endpoint v\u00e0 kh\u00f3a v\u00e0o c\u1ea5u h\u00ecnh framework.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">B\u01b0\u1edbc 2: Tr\u1ecf Framework \u0110\u1ebfn ShareAI<\/h2>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c framework \u01b0u ti\u00ean m\u00e3, m\u1eabu th\u01b0\u1eddng l\u00e0 m\u1ed9t URL c\u01a1 s\u1edf, m\u1ed9t kh\u00f3a API v\u00e0 m\u1ed9t t\u00ean m\u00f4 h\u00ecnh. Trong LangChain, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 tr\u00f4ng nh\u01b0 sau:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import os<\/code><\/pre>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 s\u1eed d\u1ee5ng bi\u1ebfn m\u00f4i tr\u01b0\u1eddng, h\u00e3y \u0111\u1eb7t c\u00e1c bi\u1ebfn API m\u00f4 h\u00ecnh c\u1ee7a framework th\u00e0nh kh\u00f3a ShareAI v\u00e0 URL c\u01a1 s\u1edf trong m\u00f4i tr\u01b0\u1eddng tri\u1ec3n khai, sau \u0111\u00f3 kh\u1edfi \u0111\u1ed9ng l\u1ea1i runtime c\u1ee7a worker ho\u1eb7c agent.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>SHAREAI_API_KEY=\"your-server-side-key\"<\/code><\/pre>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan, h\u00e3y t\u00ecm c\u00e0i \u0111\u1eb7t nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh ho\u1eb7c c\u00e0i \u0111\u1eb7t nh\u00e0 cung c\u1ea5p t\u00f9y ch\u1ec9nh. V\u00ed d\u1ee5, t\u00e0i li\u1ec7u c\u1ee7a Dify ph\u00e2n bi\u1ec7t gi\u1eefa nh\u00e0 cung c\u1ea5p h\u1ec7 th\u1ed1ng v\u00e0 nh\u00e0 cung c\u1ea5p t\u00f9y ch\u1ec9nh trong thi\u1ebft l\u1eadp nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh c\u1ee7a n\u00f3: <a href=\"https:\/\/docs.dify.ai\/en\/use-dify\/workspace\/model-providers?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-agent-frameworks-one-api-multiple-models\">T\u00e0i li\u1ec7u nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh Dify<\/a>. C\u00e1c nh\u00e3n ch\u00ednh x\u00e1c kh\u00e1c nhau t\u00f9y theo s\u1ea3n ph\u1ea9m, nh\u01b0ng c\u00e1c \u0111\u1ea7u v\u00e0o th\u1ef1c t\u1ebf th\u01b0\u1eddng gi\u1ed1ng nhau: kh\u00f3a, endpoint, m\u00f4 h\u00ecnh v\u00e0 ph\u1ea1m vi s\u1eed d\u1ee5ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">B\u01b0\u1edbc 3: Ph\u00e2n chia Tuy\u1ebfn \u0110\u1ea1i l\u00fd Theo Nhi\u1ec7m v\u1ee5<\/h2>\n\n\n\n<p>Khi framework c\u00f3 th\u1ec3 g\u1ecdi ShareAI, tr\u00e1nh g\u1eedi m\u1ecdi b\u01b0\u1edbc \u0111\u1ebfn c\u00f9ng m\u1ed9t m\u00f4 h\u00ecnh theo th\u00f3i quen. M\u1ed9t thi\u1ebft l\u1eadp t\u1ed1t h\u01a1n l\u00e0 g\u00e1n c\u00e1c tuy\u1ebfn m\u00f4 h\u00ecnh theo lo\u1ea1i c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>L\u1eadp k\u1ebf ho\u1ea1ch tuy\u1ebfn \u0111\u01b0\u1eddng: s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n \u0111\u1ec3 ph\u00e2n r\u00e3, l\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 v\u00e0 l\u1eadp lu\u1eadn d\u00e0i.<\/li><li>Tuy\u1ebfn \u0111\u01b0\u1eddng nhanh: s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh chi ph\u00ed th\u1ea5p h\u01a1n \u0111\u1ec3 ph\u00e2n lo\u1ea1i, vi\u1ebft l\u1ea1i, tr\u00edch xu\u1ea5t ho\u1eb7c \u0111\u1ecbnh d\u1ea1ng.<\/li><li>Tuy\u1ebfn \u0111\u01b0\u1eddng hi\u1ec3n th\u1ecb cho kh\u00e1ch h\u00e0ng: s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh c\u00e2n b\u1eb1ng t\u1ed1t nh\u1ea5t gi\u1eefa ch\u1ea5t l\u01b0\u1ee3ng, \u0111\u1ed9 tr\u1ec5 v\u00e0 \u0111\u1ed9 tin c\u1eady cho c\u00e2u tr\u1ea3 l\u1eddi cu\u1ed1i c\u00f9ng.<\/li><li>Tuy\u1ebfn \u0111\u01b0\u1eddng d\u1ef1 ph\u00f2ng: ch\u1ecdn m\u1ed9t m\u00f4 h\u00ecnh d\u1ef1 ph\u00f2ng c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh c\u00f9ng nhi\u1ec7m v\u1ee5 khi tuy\u1ebfn \u0111\u01b0\u1eddng \u01b0u ti\u00ean b\u1ecb suy gi\u1ea3m.<\/li><\/ul>\n\n\n\n<p>\u0110\u00e2y l\u00e0 n\u01a1i c\u00e1ch ti\u1ebfp c\u1eadn m\u1ed9t API tr\u1edf n\u00ean h\u1eefu \u00edch. Khung l\u00e0m vi\u1ec7c kh\u00f4ng c\u1ea7n t\u00edch h\u1ee3p ri\u00eang bi\u1ec7t cho m\u1ed7i quy\u1ebft \u0111\u1ecbnh c\u1ee7a nh\u00e0 cung c\u1ea5p. \u1ee8ng d\u1ee5ng c\u00f3 th\u1ec3 gi\u1eef m\u1ed9t m\u1eabu g\u1ecdi \u1ed5n \u0111\u1ecbnh trong khi nh\u00f3m thay \u0111\u1ed5i tuy\u1ebfn \u0111\u01b0\u1eddng khi gi\u00e1 c\u1ea3, \u0111\u1ed9 tr\u1ec5, kh\u1ea3 d\u1ee5ng ho\u1eb7c ch\u1ea5t l\u01b0\u1ee3ng thay \u0111\u1ed5i.<\/p>\n\n\n\n<p>N\u1ebfu b\u1ea1n \u0111\u00e3 ch\u1ea1y nhi\u1ec1u t\u00e1c nh\u00e2n, h\u00e3y coi \u0111\u00e2y l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh c\u1ee7a b\u1ea1n, kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00e0i \u0111\u1eb7t m\u00e3. <a href=\"https:\/\/shareai.now\/vi\/blog\/nha-phat-trien\/hoat-dong-doi-tau-tac-nhan-ai\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-agent-frameworks-one-api-multiple-models\">Ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9i ng\u0169 t\u00e1c nh\u00e2n AI<\/a> H\u01b0\u1edbng d\u1eabn r\u1ed9ng h\u01a1n gi\u1ea3i th\u00edch c\u00e1ch \u0111\u1ecbnh tuy\u1ebfn, \u0111\u1ecbnh gi\u00e1 v\u00e0 quy\u1ec1n s\u1edf h\u1eefu ph\u00f9 h\u1ee3p khi m\u1ed9t t\u00e1c nh\u00e2n tr\u1edf th\u00e0nh nhi\u1ec1u t\u00e1c nh\u00e2n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">V\u1ecb tr\u00ed c\u1ee7a Ki\u1ebfm ti\u1ec1n t\u1eeb Builder<\/h2>\n\n\n\n<p>M\u1ed9t s\u1ed1 quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a t\u00e1c nh\u00e2n l\u00e0 trung t\u00e2m chi ph\u00ed n\u1ed9i b\u1ed9. M\u1ed9t s\u1ed1 kh\u00e1c l\u00e0 t\u00ednh n\u0103ng s\u1ea3n ph\u1ea9m h\u01b0\u1edbng t\u1edbi kh\u00e1ch h\u00e0ng. N\u1ebfu m\u1ed9t Builder s\u1edf h\u1eefu m\u1ed9t \u1ee9ng d\u1ee5ng, plugin, quy tr\u00ecnh l\u00e0m vi\u1ec7c, chatbot ho\u1eb7c s\u1ea3n ph\u1ea9m t\u00e1c nh\u00e2n b\u00ean ngo\u00e0i ShareAI, l\u01b0u l\u01b0\u1ee3ng t\u00e1c nh\u00e2n \u0111\u00f3 c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a m\u00f4 h\u00ecnh kinh doanh d\u1ef1a tr\u00ean s\u1eed d\u1ee5ng.<\/p>\n\n\n\n<p>Builder v\u1eabn x\u00e2y d\u1ef1ng v\u00e0 s\u1edf h\u1eefu \u1ee9ng d\u1ee5ng b\u00ean ngo\u00e0i ShareAI. ShareAI x\u1eed l\u00fd vi\u1ec7c s\u1eed d\u1ee5ng suy lu\u1eadn AI \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn, thanh to\u00e1n c\u1ee7a kh\u00e1ch h\u00e0ng cho vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn \u0111\u00f3, c\u1ea5u h\u00ecnh bi\u00ean l\u1ee3i nhu\u1eadn ho\u1eb7c ph\u1ee5 ph\u00ed, v\u00e0 thanh to\u00e1n h\u00e0ng th\u00e1ng cho Builder d\u1ef1a tr\u00ean thu nh\u1eadp t\u1ea1o ra.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c khung l\u00e0m vi\u1ec7c c\u1ee7a t\u00e1c nh\u00e2n v\u00ec c\u00e1c t\u00e1c nh\u00e2n c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ee9c s\u1eed d\u1ee5ng kh\u00f4ng \u0111\u1ed3ng \u0111\u1ec1u. M\u1ed9t kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 ch\u1ea1y m\u1ed9t v\u00e0i b\u1ea3n t\u00f3m t\u1eaft h\u1ed7 tr\u1ee3 m\u1ed7i th\u00e1ng. M\u1ed9t kh\u00e1ch h\u00e0ng kh\u00e1c c\u00f3 th\u1ec3 ch\u1ea1y h\u00e0ng ngh\u00ecn cu\u1ed9c g\u1ecdi nghi\u00ean c\u1ee9u, ph\u00e2n lo\u1ea1i v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c. V\u1edbi ki\u1ebfm ti\u1ec1n t\u1eeb Builder c\u1ee7a ShareAI, Builder c\u00f3 th\u1ec3 \u0111\u1ecbnh tuy\u1ebfn l\u01b0u l\u01b0\u1ee3ng AI qua ShareAI, \u0111\u1eb7t bi\u00ean l\u1ee3i nhu\u1eadn v\u00e0 \u0111\u1ec3 kh\u00e1ch h\u00e0ng s\u1eed d\u1ee5ng nhi\u1ec1u tr\u1ea3 ti\u1ec1n cho suy lu\u1eadn m\u00e0 h\u1ecd t\u1ea1o ra.<\/p>\n\n\n\n<p>Khi b\u1ea1n s\u1eb5n s\u00e0ng l\u1eadp b\u1ea3n \u0111\u1ed3 kh\u00eda c\u1ea1nh th\u01b0\u01a1ng m\u1ea1i, h\u00e3y m\u1edf <a href=\"https:\/\/console.shareai.now\/app\/builder\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-agent-frameworks-one-api-multiple-models\">B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Nh\u00e0 x\u00e2y d\u1ef1ng<\/a>. \u0110\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch tri\u1ec3n khai, h\u00e3y gi\u1eef <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-agent-frameworks-one-api-multiple-models\">t\u00e0i li\u1ec7u ShareAI<\/a> \u1edf g\u1ea7n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Danh s\u00e1ch ki\u1ec3m tra s\u1ea3n xu\u1ea5t cho c\u00e1c khung l\u00e0m vi\u1ec7c c\u1ee7a AI Agent<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Gi\u1eef kh\u00f3a API ShareAI \u1edf ph\u00eda m\u00e1y ch\u1ee7.<\/li><li>\u0110\u1eb7t t\u00ean cho t\u1eebng tuy\u1ebfn \u0111\u01b0\u1eddng c\u1ee7a t\u00e1c nh\u00e2n tr\u01b0\u1edbc khi kh\u1edfi ch\u1ea1y.<\/li><li>Theo d\u00f5i vi\u1ec7c s\u1eed d\u1ee5ng theo kh\u00e1ch h\u00e0ng, kh\u00f4ng gian l\u00e0m vi\u1ec7c, t\u00ednh n\u0103ng ho\u1eb7c t\u00e1c nh\u00e2n.<\/li><li>T\u00e1ch c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng y\u00eau c\u1ea7u l\u00fd lu\u1eadn cao kh\u1ecfi c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng ti\u1ec7n \u00edch chi ph\u00ed th\u1ea5p.<\/li><li>Ki\u1ec3m tra khung v\u1edbi \u00edt nh\u1ea5t m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn m\u00f4 h\u00ecnh d\u1ef1 ph\u00f2ng.<\/li><li>Ghi l\u1ea1i m\u00f4 h\u00ecnh, \u0111\u1ed9 tr\u1ec5, s\u1eed d\u1ee5ng token, l\u00fd do l\u1ed7i v\u00e0 tuy\u1ebfn \u0111\u01b0\u1eddng cu\u1ed1i c\u00f9ng.<\/li><li>Tr\u00e1nh \u0111\u1eb7t c\u00e1c kh\u00f3a nh\u00e0 cung c\u1ea5p b\u00ean trong c\u00e1c l\u1eddi nh\u1eafc ho\u1eb7c m\u1eabu t\u00e1c nh\u00e2n xu\u1ea5t kh\u1ea9u.<\/li><li>Quy\u1ebft \u0111\u1ecbnh c\u00e1c b\u01b0\u1edbc c\u1ee7a t\u00e1c nh\u00e2n n\u00e0o s\u1ebd \u0111\u01b0\u1ee3c t\u00ednh ph\u00ed kh\u00e1ch h\u00e0ng tr\u01b0\u1edbc khi l\u01b0u l\u01b0\u1ee3ng t\u0103ng.<\/li><\/ul>\n\n\n\n<p>Tri\u1ec3n khai nh\u1ecf nh\u1ea5t h\u1eefu \u00edch l\u00e0 m\u1ed9t t\u00e1c nh\u00e2n, m\u1ed9t tuy\u1ebfn \u0111\u01b0\u1eddng, m\u1ed9t d\u1ef1 ph\u00f2ng v\u00e0 m\u1ed9t nh\u00e3n s\u1eed d\u1ee5ng. Khi \u0111\u01b0\u1eddng d\u1eabn \u0111\u00f3 c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c, m\u1edf r\u1ed9ng m\u1eabu sang b\u01b0\u1edbc t\u00e1c nh\u00e2n ti\u1ebfp theo.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Khung t\u00e1c nh\u00e2n AI l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p>C\u00e1c khung t\u00e1c nh\u00e2n AI gi\u00fap nh\u00e0 ph\u00e1t tri\u1ec3n x\u00e1c \u0111\u1ecbnh h\u00e0nh vi c\u1ee7a t\u00e1c nh\u00e2n, c\u00f4ng c\u1ee5, b\u1ed9 nh\u1edb, quy tr\u00ecnh l\u00e0m vi\u1ec7c, tr\u1ea1ng th\u00e1i v\u00e0 v\u00f2ng l\u1eb7p th\u1ef1c thi. Ch\u00fang kh\u00e1c v\u1edbi l\u1edbp truy c\u1eadp m\u00f4 h\u00ecnh quy\u1ebft \u0111\u1ecbnh m\u00f4 h\u00ecnh n\u00e0o ph\u1ee5c v\u1ee5 m\u1ed7i y\u00eau c\u1ea7u.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u1ea1i sao k\u1ebft n\u1ed1i c\u00e1c khung t\u00e1c nh\u00e2n AI v\u1edbi m\u1ed9t API?<\/h3>\n\n\n\n<p>M\u1ed9t API gi\u1eef cho vi\u1ec7c truy c\u1eadp m\u00f4 h\u00ecnh d\u1ec5 thay \u0111\u1ed5i h\u01a1n. C\u00e1c nh\u00f3m c\u00f3 th\u1ec3 \u0111\u1ecbnh tuy\u1ebfn c\u00e1c b\u01b0\u1edbc t\u00e1c nh\u00e2n kh\u00e1c nhau \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c nhau, so s\u00e1nh t\u00edn hi\u1ec7u th\u1ecb tr\u01b0\u1eddng v\u00e0 gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t t\u00edch h\u1ee3p nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI c\u00f3 ph\u1ea3i l\u00e0 m\u1ed9t khung t\u00e1c nh\u00e2n AI kh\u00f4ng?<\/h3>\n\n\n\n<p>Kh\u00f4ng. ShareAI l\u00e0 m\u1ed9t th\u1ecb tr\u01b0\u1eddng AI v\u00e0 API. N\u00f3 kh\u00f4ng x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng t\u00e1c nh\u00e2n. N\u00f3 c\u00f3 th\u1ec3 n\u1eb1m sau m\u1ed9t khung t\u00e1c nh\u00e2n nh\u01b0 l\u1edbp truy c\u1eadp m\u00f4 h\u00ecnh, \u0111\u1ecbnh tuy\u1ebfn, s\u1eed d\u1ee5ng, t\u00ednh ph\u00ed v\u00e0 ki\u1ebfm ti\u1ec1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f4i c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ShareAI v\u1edbi LangChain kh\u00f4ng?<\/h3>\n\n\n\n<p>C\u00f3, khi t\u00edch h\u1ee3p LangChain \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh \u0111\u1ec3 g\u1ecdi \u0111i\u1ec3m cu\u1ed1i ho\u00e0n th\u00e0nh chat c\u1ee7a ShareAI v\u1edbi kh\u00f3a API ShareAI v\u00e0 t\u00ean m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3. H\u00e3y ki\u1ec3m tra y\u00eau c\u1ea7u API tr\u1ef1c ti\u1ebfp tr\u01b0\u1edbc khi k\u1ebft n\u1ed1i v\u00e0o chu\u1ed7i \u0111\u1ea7y \u0111\u1ee7.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng \u0111\u1ea1i l\u00fd tr\u1ef1c quan c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1eabu n\u00e0y kh\u00f4ng?<\/h3>\n\n\n\n<p>Th\u01b0\u1eddng th\u00ec c\u00f3. N\u1ebfu c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u1ed7 tr\u1ee3 nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh t\u00f9y ch\u1ec9nh ho\u1eb7c \u0111i\u1ec3m cu\u1ed1i t\u01b0\u01a1ng th\u00edch v\u1edbi OpenAI, vi\u1ec7c thi\u1ebft l\u1eadp th\u01b0\u1eddng ch\u1ec9 c\u1ea7n \u0111i\u1ec3m cu\u1ed1i, kh\u00f3a API, t\u00ean m\u00f4 h\u00ecnh v\u00e0 n\u01a1i c\u00f4ng c\u1ee5 l\u01b0u tr\u1eef th\u00f4ng tin x\u00e1c th\u1ef1c c\u1ee7a nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f4i n\u00ean ch\u1ecdn m\u00f4 h\u00ecnh nh\u01b0 th\u1ebf n\u00e0o cho c\u00e1c b\u01b0\u1edbc \u0111\u1ea1i l\u00fd kh\u00e1c nhau?<\/h3>\n\n\n\n<p>B\u1eaft \u0111\u1ea7u v\u1edbi c\u00f4ng vi\u1ec7c. S\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh m\u1ea1nh h\u01a1n cho vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 ph\u1ea3n h\u1ed3i c\u00f3 gi\u00e1 tr\u1ecb cao, c\u00e1c m\u00f4 h\u00ecnh chi ph\u00ed th\u1ea5p h\u01a1n cho ph\u00e2n lo\u1ea1i \u0111\u01a1n gi\u1ea3n ho\u1eb7c \u0111\u1ecbnh d\u1ea1ng, v\u00e0 c\u00e1c tuy\u1ebfn d\u1ef1 ph\u00f2ng cho c\u00e1c b\u01b0\u1edbc kh\u00f4ng th\u1ec3 th\u1ea5t b\u1ea1i m\u1ed9t c\u00e1ch im l\u1eb7ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng gi\u00fap c\u00e1c \u0111\u1ea1i l\u00fd AI nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n\n\n\n<p>Chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng cung c\u1ea5p cho \u0111\u1ea1i l\u00fd m\u1ed9t tuy\u1ebfn m\u00f4 h\u00ecnh kh\u00e1c khi tuy\u1ebfn \u01b0u ti\u00ean kh\u00f4ng kh\u1ea3 d\u1ee5ng, ch\u1eadm, qu\u00e1 \u0111\u1eaft, ho\u1eb7c kh\u00f4ng ph\u00f9 h\u1ee3p v\u1edbi y\u00eau c\u1ea7u. N\u00f3 h\u1eefu \u00edch nh\u1ea5t khi \u0111\u01b0\u1ee3c ki\u1ec3m tra tr\u01b0\u1edbc khi l\u01b0u l\u01b0\u1ee3ng s\u1ea3n xu\u1ea5t t\u0103ng l\u00ean.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 ki\u1ebfm ti\u1ec1n t\u1eeb vi\u1ec7c s\u1eed d\u1ee5ng khung \u0111\u1ea1i l\u00fd kh\u00f4ng?<\/h3>\n\n\n\n<p>C\u00f3, khi Nh\u00e0 x\u00e2y d\u1ef1ng s\u1edf h\u1eefu \u1ee9ng d\u1ee5ng, quy tr\u00ecnh l\u00e0m vi\u1ec7c, plugin, chatbot, ho\u1eb7c s\u1ea3n ph\u1ea9m \u0111\u1ea1i l\u00fd b\u00ean ngo\u00e0i ShareAI v\u00e0 \u0111\u1ecbnh tuy\u1ebfn l\u01b0u l\u01b0\u1ee3ng suy lu\u1eadn AI c\u1ee7a n\u00f3 qua ShareAI. Nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 \u0111\u1eb7t m\u1ed9t m\u1ee9c l\u1ee3i nhu\u1eadn ho\u1eb7c ph\u1ee5 ph\u00ed cho l\u01b0u l\u01b0\u1ee3ng \u0111\u00f3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ai tr\u1ea3 ti\u1ec1n cho vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u1ea1i l\u00fd \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn?<\/h3>\n\n\n\n<p>Trong m\u00f4 h\u00ecnh Nh\u00e0 x\u00e2y d\u1ef1ng, kh\u00e1ch h\u00e0ng, kh\u00f4ng gian l\u00e0m vi\u1ec7c, ng\u01b0\u1eddi d\u00f9ng, ho\u1eb7c t\u00e0i kho\u1ea3n t\u1ea1o ra vi\u1ec7c s\u1eed d\u1ee5ng AI \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn s\u1ebd tr\u1ea3 ti\u1ec1n cho ShareAI cho vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u00f3. ShareAI tr\u1ea3 ti\u1ec1n cho Nh\u00e0 x\u00e2y d\u1ef1ng h\u00e0ng th\u00e1ng d\u1ef1a tr\u00ean thu nh\u1eadp \u0111\u01b0\u1ee3c t\u1ea1o ra t\u1eeb m\u1ee9c l\u1ee3i nhu\u1eadn ho\u1eb7c ph\u1ee5 ph\u00ed \u0111\u00e3 c\u1ea5u h\u00ecnh.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c nh\u00e0 cung c\u1ea5p v\u00e0 nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 ki\u1ebfm ti\u1ec1n theo c\u00e1ch gi\u1ed1ng nhau kh\u00f4ng?<\/h3>\n\n\n\n<p>Kh\u00f4ng. C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng ki\u1ebfm ti\u1ec1n t\u1eeb l\u01b0u l\u01b0\u1ee3ng \u1ee9ng d\u1ee5ng m\u00e0 h\u1ecd \u0111\u1ecbnh tuy\u1ebfn qua ShareAI. C\u00e1c nh\u00e0 cung c\u1ea5p ki\u1ebfm ti\u1ec1n th\u00f4ng qua c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t b\u1eb1ng c\u00e1ch \u0111\u00f3ng g\u00f3p kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n v\u00e0o m\u1ea1ng ShareAI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f4i n\u00ean theo d\u00f5i g\u00ec tr\u01b0\u1edbc khi ra m\u1eaft?<\/h3>\n\n\n\n<p>Theo d\u00f5i t\u00ean \u0111\u1ea1i l\u00fd, ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c kh\u00f4ng gian l\u00e0m vi\u1ec7c, tuy\u1ebfn m\u00f4 h\u00ecnh, \u0111\u1ed9 tr\u1ec5, s\u1eed d\u1ee5ng token, t\u1ef7 l\u1ec7 l\u1ed7i, c\u00e1c s\u1ef1 ki\u1ec7n d\u1ef1 ph\u00f2ng, v\u00e0 t\u00ednh n\u0103ng ho\u1eb7c h\u00e0nh \u0111\u1ed9ng c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u00e3 k\u00edch ho\u1ea1t cu\u1ed9c g\u1ecdi. D\u1eef li\u1ec7u \u0111\u00f3 gi\u00fap vi\u1ec7c quy\u1ebft \u0111\u1ecbnh gi\u00e1 c\u1ea3 v\u00e0 \u0111\u1ecbnh tuy\u1ebfn d\u1ec5 d\u00e0ng h\u01a1n sau n\u00e0y.<\/p>","protected":false},"excerpt":{"rendered":"<p>K\u1ebft n\u1ed1i c\u00e1c khung t\u00e1c nh\u00e2n AI v\u1edbi m\u1ed9t API c\u1ee7a ShareAI \u0111\u1ec3 \u0111\u1ecbnh tuy\u1ebfn m\u00f4 h\u00ecnh, chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng, hi\u1ec3n th\u1ecb m\u1ee9c s\u1eed d\u1ee5ng v\u00e0 ki\u1ebfm ti\u1ec1n t\u1eeb Builder.<\/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&utm_medium=content&utm_campaign=ai-agent-frameworks-one-api-multiple-models","rank_math_title":"AI Agent Frameworks: Connect One API to Multiple Models","rank_math_description":"AI agent frameworks work better with one API for model routing, failover, usage visibility, and Builder monetization.","rank_math_focus_keyword":"AI agent frameworks, multi-provider AI API, AI API routing","footnotes":""},"categories":[4,9],"tags":[99,88,176,105],"class_list":["post-3071","post","type-post","status-publish","format-standard","hentry","category-developers","category-product","tag-ai-agents","tag-ai-api","tag-ai-routing","tag-builder-monetization"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3071","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=3071"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3071\/revisions"}],"predecessor-version":[{"id":3074,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3071\/revisions\/3074"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=3071"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=3071"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=3071"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}