{"id":3059,"date":"2026-08-01T15:44:42","date_gmt":"2026-08-01T12:44:42","guid":{"rendered":"https:\/\/shareai.now\/?p=3059"},"modified":"2026-08-11T03:23:40","modified_gmt":"2026-08-11T00:23:40","slug":"mistral-ocr-4-api-phan-tich-tai-lieu","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/nha-phat-trien\/mistral-ocr-4-api-phan-tich-tai-lieu\/","title":{"rendered":"Mistral OCR 4: So s\u00e1nh API Ph\u00e2n t\u00edch T\u00e0i li\u1ec7u"},"content":{"rendered":"

Mistral OCR 4 l\u00e0 m\u1ed9t t\u00edn hi\u1ec7u h\u1eefu \u00edch cho b\u1ea5t k\u1ef3 ai so s\u00e1nh c\u00e1c API ph\u00e2n t\u00edch t\u00e0i li\u1ec7u v\u00e0o n\u0103m 2026. N\u00f3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh v\u01b0\u1ee3t qua c\u00e2u h\u1ecfi \u201cc\u00f4ng c\u1ee5 n\u00e0y c\u00f3 th\u1ec3 \u0111\u1ecdc PDF kh\u00f4ng?\u201d v\u00e0 h\u01b0\u1edbng t\u1edbi m\u1ed9t c\u00e2u h\u1ecfi th\u1ef1c t\u1ebf h\u01a1n: li\u1ec7u \u0111\u1ea7u ra c\u00f3 th\u1ec3 cung c\u1ea5p cho quy tr\u00ecnh l\u00e0m vi\u1ec7c AI s\u1ea3n xu\u1ea5t m\u00e0 kh\u00f4ng t\u1ea1o ra v\u1ea5n \u0111\u1ec1 v\u1ec1 chi ph\u00ed, \u0111\u1ed9 tin c\u1eady ho\u1eb7c xem x\u00e9t sau n\u00e0y kh\u00f4ng?<\/p>\n\n\n\n

\u0110i\u1ec1u n\u00e0y quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00f3m x\u00e2y d\u1ef1ng s\u1ea3n ph\u1ea9m n\u1eb7ng v\u1ec1 t\u00e0i li\u1ec7u: c\u00f4ng c\u1ee5 xem x\u00e9t ph\u00e1p l\u00fd, quy tr\u00ecnh h\u00f3a \u0111\u01a1n, t\u00ecm ki\u1ebfm ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9, tr\u1ee3 l\u00fd nghi\u00ean c\u1ee9u, h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, xem x\u00e9t tu\u00e2n th\u1ee7 v\u00e0 c\u00e1c \u0111\u01b0\u1eddng d\u1eabn RAG. B\u1ed9 ph\u00e2n t\u00edch ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a ng\u0103n x\u1ebfp. C\u00e1c cu\u1ed9c g\u1ecdi m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n, l\u1ef1a ch\u1ecdn \u0111\u1ecbnh tuy\u1ebfn, theo d\u00f5i s\u1eed d\u1ee5ng v\u00e0 m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 kh\u00e1ch h\u00e0ng c\u0169ng quan tr\u1ecdng kh\u00f4ng k\u00e9m.<\/p>\n\n\n\n

Nh\u1eefng thay \u0111\u1ed5i c\u1ee7a Mistral OCR 4<\/h2>\n\n\n\n

Mistral OCR 4<\/a> \u0111\u01b0\u1ee3c \u0111\u1ecbnh v\u1ecb nh\u01b0 m\u1ed9t m\u00f4 h\u00ecnh tr\u00edch xu\u1ea5t v\u00e0 hi\u1ec3u t\u00e0i li\u1ec7u, kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t l\u1edbp OCR c\u1ed5 \u0111i\u1ec3n. N\u00f3 tr\u1ea3 v\u1ec1 v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c tr\u00edch xu\u1ea5t c\u00f9ng v\u1edbi c\u00e1c h\u1ed9p gi\u1edbi h\u1ea1n, ph\u00e2n lo\u1ea1i kh\u1ed1i \u0111\u01b0\u1ee3c g\u00f5 v\u00e0 \u0111i\u1ec3m tin c\u1eady n\u1ed9i tuy\u1ebfn. C\u1ea5u tr\u00fac \u0111\u00f3 quan tr\u1ecdng v\u00ec c\u00e1c h\u1ec7 th\u1ed1ng h\u1ea1 ngu\u1ed3n th\u01b0\u1eddng c\u1ea7n bi\u1ebft n\u1ed9i dung \u0111\u1ebfn t\u1eeb \u0111\u00e2u, lo\u1ea1i kh\u1ed1i n\u00e0o v\u00e0 m\u1ee9c \u0111\u1ed9 tin c\u1eady c\u1ea7n \u0111\u1eb7t v\u00e0o vi\u1ec7c tr\u00edch xu\u1ea5t.<\/p>\n\n\n\n

Mistral cho bi\u1ebft OCR 4 h\u1ed7 tr\u1ee3 170 ng\u00f4n ng\u1eef tr\u00ean 10 nh\u00f3m ng\u00f4n ng\u1eef, c\u00f3 th\u1ec3 tri\u1ec3n khai trong m\u1ed9t container duy nh\u1ea5t cho c\u00e1c tri\u1ec3n khai doanh nghi\u1ec7p t\u1ef1 qu\u1ea3n \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n v\u00e0 \u0111\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 \u1edf m\u1ee9c $4 cho m\u1ed7i 1.000 trang th\u00f4ng qua API. Gi\u00e1 API theo l\u00f4 \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea \u1edf m\u1ee9c $2 cho m\u1ed7i 1.000 trang v\u00e0 Document AI \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea \u1edf m\u1ee9c $5 cho m\u1ed7i 1.000 trang. Nh\u1eefng m\u1ee9c gi\u00e1 d\u1ef1a tr\u00ean trang n\u00e0y gi\u00fap l\u1eadp k\u1ebf ho\u1ea1ch d\u1ec5 d\u00e0ng h\u01a1n so v\u1edbi \u0111\u1ecbnh gi\u00e1 ch\u1ec9 d\u1ef1a tr\u00ean token cho vi\u1ec7c nh\u1eadp t\u00e0i li\u1ec7u v\u00ec \u0111\u01a1n v\u1ecb c\u00f4ng vi\u1ec7c g\u1ea7n v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 nh\u00f3m \u0111\u00e3 hi\u1ec3u.<\/p>\n\n\n\n

M\u00f4 h\u00ecnh v\u1eabn kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t \u0111\u1ed9ng c\u01a1 quy\u1ebft \u0111\u1ecbnh. N\u00f3 kh\u00f4ng n\u00ean \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t s\u1ef1 thay th\u1ebf cho ch\u1ea9n \u0111o\u00e1n y t\u1ebf, ph\u00e1n quy\u1ebft ph\u00e1p l\u00fd, quy\u1ebft \u0111\u1ecbnh t\u00e0i ch\u00ednh quan tr\u1ecdng, quy tr\u00ecnh l\u00e0m vi\u1ec7c quan tr\u1ecdng v\u1ec1 an to\u00e0n ho\u1eb7c vi\u1ec7c ch\u1ee5p t\u00e0i li\u1ec7u th\u1eddi gian th\u1ef1c n\u01a1i \u0111\u1ed9 tr\u1ec5 l\u00e0 y\u00eau c\u1ea7u ch\u00ednh. Trong s\u1ea3n xu\u1ea5t, n\u00f3 n\u00ean n\u1eb1m trong m\u1ed9t quy tr\u00ecnh l\u00e0m vi\u1ec7c bao g\u1ed3m \u0111\u00e1nh gi\u00e1, xem x\u00e9t c\u1ee7a con ng\u01b0\u1eddi khi c\u1ea7n thi\u1ebft v\u00e0 c\u00e1c ki\u1ec3m so\u00e1t m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n r\u00f5 r\u00e0ng.<\/p>\n\n\n\n

Mistral OCR 4 so v\u1edbi c\u00e1c API ph\u00e2n t\u00edch t\u00e0i li\u1ec7u: So s\u00e1nh nhanh<\/h2>\n\n\n\n
T\u00f9y ch\u1ecdn<\/th>Ph\u00f9 h\u1ee3p nh\u1ea5t<\/th>Theo d\u00f5i ch\u1eb7t ch\u1ebd<\/th><\/tr><\/thead>
Mistral OCR 4<\/td>Tr\u00edch xu\u1ea5t \u0111a ng\u00f4n ng\u1eef, b\u1ed1 c\u1ee5c ph\u1ee9c t\u1ea1p, h\u1ed9p gi\u1edbi h\u1ea1n, \u0111i\u1ec3m tin c\u1eady, nh\u1eadp kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn v\u00e0 t\u1ef1 l\u01b0u tr\u1eef c\u00f3 ch\u1ecdn l\u1ecdc.<\/td>\u0110\u00e1nh gi\u00e1 tr\u00ean t\u00e0i li\u1ec7u c\u1ee7a ri\u00eang b\u1ea1n, \u0111\u1eb7c bi\u1ec7t l\u00e0 ch\u1eef vi\u1ebft tay, ch\u1ee5p th\u1eddi gian th\u1ef1c, bi\u1ec3u m\u1eabu c\u1ee5 th\u1ec3 theo l\u0129nh v\u1ef1c v\u00e0 xem x\u00e9t quan tr\u1ecdng.<\/td><\/tr>
Google Document AI<\/td>B\u1ed9 x\u1eed l\u00fd chuy\u00ean bi\u1ec7t, quy tr\u00ecnh l\u00e0m vi\u1ec7c g\u1ed1c Google Cloud, ph\u00e2n t\u00edch b\u1ed1 c\u1ee5c, bi\u1ec3u m\u1eabu v\u00e0 tr\u00edch xu\u1ea5t c\u00f3 c\u1ea5u tr\u00fac. Xem Gi\u00e1 c\u1ee7a Google Document AI<\/a>.<\/td>L\u1ef1a ch\u1ecdn b\u1ed9 x\u1eed l\u00fd thay \u0111\u1ed5i chi ph\u00ed v\u00e0 h\u00e0nh vi \u0111\u1ea7u ra, v\u00ec v\u1eady \u0111\u1eebng ch\u1ec9 so s\u00e1nh gi\u00e1 OCR c\u01a1 b\u1ea3n.<\/td><\/tr>
Amazon Textract<\/td>Tr\u00edch xu\u1ea5t t\u00e0i li\u1ec7u g\u1ed1c AWS, bi\u1ec3u m\u1eabu, b\u1ea3ng, truy v\u1ea5n, ch\u1eef k\u00fd v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c chi ph\u00ed. Xem Gi\u00e1 c\u1ee7a Amazon Textract<\/a>.<\/td>K\u1ebft h\u1ee3p t\u00ednh n\u0103ng v\u00e0 khu v\u1ef1c c\u00f3 th\u1ec3 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 t\u1ed5ng chi ph\u00ed.<\/td><\/tr>
Azure Document Intelligence<\/td>M\u00f4i tr\u01b0\u1eddng Microsoft, m\u00f4 h\u00ecnh t\u00e0i li\u1ec7u d\u1ef1ng s\u1eb5n, tr\u00edch xu\u1ea5t t\u00f9y ch\u1ec9nh v\u00e0 m\u1eabu tri\u1ec3n khai Azure. Xem Gi\u00e1 c\u1ee7a Azure Document Intelligence<\/a>.<\/td>Kh\u1edbp lo\u1ea1i m\u00f4 h\u00ecnh, t\u00f9y ch\u1ecdn tri\u1ec3n khai v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng trang tr\u01b0\u1edbc khi \u0111\u01b0a ra gi\u1ea3 \u0111\u1ecbnh chi ph\u00ed.<\/td><\/tr>
B\u1ed9 ph\u00e2n t\u00edch chuy\u00ean bi\u1ec7t<\/td>Quy tr\u00ecnh l\u00e0m vi\u1ec7c theo ng\u00e0nh nh\u01b0 bi\u00ean lai, h\u00f3a \u0111\u01a1n, s\u01a1 y\u1ebfu l\u00fd l\u1ecbch, gi\u1ea5y t\u1edd t\u00f9y th\u00e2n ho\u1eb7c t\u00e0i li\u1ec7u t\u00e0i ch\u00ednh.<\/td>M\u1ed9t chuy\u00ean gia c\u00f3 th\u1ec3 v\u01b0\u1ee3t tr\u1ed9i \u1edf m\u1ed9t lo\u1ea1i t\u00e0i li\u1ec7u nh\u01b0ng y\u1ebfu h\u01a1n khi l\u00e0m l\u1edbp nh\u1eadp li\u1ec7u t\u1ed5ng qu\u00e1t.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

C\u00e1ch So S\u00e1nh API Ph\u00e2n T\u00edch T\u00e0i Li\u1ec7u<\/h2>\n\n\n\n

1. So s\u00e1nh \u0111\u1ea7u ra, kh\u00f4ng ch\u1ec9 \u0111\u1ed9 ch\u00ednh x\u00e1c OCR<\/h3>\n\n\n\n

OCR c\u1ed5 \u0111i\u1ec3n cho b\u1ea1n bi\u1ebft c\u00e1c k\u00fd t\u1ef1 n\u00e0o \u0111\u00e3 \u0111\u01b0\u1ee3c t\u00ecm th\u1ea5y. Ph\u00e2n t\u00edch t\u00e0i li\u1ec7u hi\u1ec7n \u0111\u1ea1i c\u1ea7n cho b\u1ea1n bi\u1ebft nhi\u1ec1u h\u01a1n: th\u1ee9 t\u1ef1 \u0111\u1ecdc, b\u1ea3ng, ph\u1ea7n, ti\u00eau \u0111\u1ec1, ch\u1eef k\u00fd, h\u1ed9p ki\u1ec3m, h\u00ecnh \u1ea3nh, \u0111\u1ed9 tin c\u1eady v\u00e0 v\u1ecb tr\u00ed trang. \u0110\u1ed1i v\u1edbi RAG, h\u1ed7 tr\u1ee3, nghi\u00ean c\u1ee9u ho\u1eb7c quy tr\u00ecnh tu\u00e2n th\u1ee7, \u0111\u1ea7u ra c\u00f3 c\u1ea5u tr\u00fac c\u00f3 th\u1ec3 quan tr\u1ecdng h\u01a1n m\u1ed9t \u0111i\u1ec3m s\u1ed1 v\u0103n b\u1ea3n h\u1eb9p.<\/p>\n\n\n\n

N\u1ebfu \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n c\u1ea7n tr\u00edch d\u1eabn, ch\u1ec9nh s\u1eeda, xem tr\u01b0\u1edbc trang, x\u00e1c minh b\u1edfi con ng\u01b0\u1eddi, ho\u1eb7c truy xu\u1ea5t theo t\u1eebng ph\u1ea7n, h\u00e3y \u01b0u ti\u00ean c\u00e1c tr\u00ecnh ph\u00e2n t\u00edch cung c\u1ea5p c\u1ea5u tr\u00fac v\u00e0 \u0111\u1ed9 tin c\u1eady. N\u1ebfu b\u1ea1n ch\u1ec9 c\u1ea7n v\u0103n b\u1ea3n \u0111\u01a1n gi\u1ea3n t\u1eeb c\u00e1c t\u1ec7p PDF s\u1ea1ch, m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p OCR \u0111\u01a1n gi\u1ea3n v\u00e0 r\u1ebb h\u01a1n c\u00f3 th\u1ec3 \u0111\u1ee7.<\/p>\n\n\n\n

2. Kh\u1edbp gi\u00e1 c\u1ea3 v\u1edbi h\u00ecnh d\u1ea1ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c<\/h3>\n\n\n\n

Ph\u00e2n t\u00edch t\u00e0i li\u1ec7u th\u01b0\u1eddng d\u1ef1a tr\u00ean trang, nh\u01b0ng c\u00f4ng vi\u1ec7c AI sau \u0111\u00f3 th\u01b0\u1eddng d\u1ef1a tr\u00ean token. M\u1ed9t n\u1ec1n t\u1ea3ng h\u1ed7 tr\u1ee3 c\u00f3 th\u1ec3 ph\u00e2n t\u00edch m\u1ed9t t\u1ec7p PDF m\u1ed9t l\u1ea7n v\u00e0 sau \u0111\u00f3 th\u1ef1c hi\u1ec7n nhi\u1ec1u cu\u1ed9c g\u1ecdi m\u00f4 h\u00ecnh tr\u00ean n\u1ed9i dung \u0111\u00e3 tr\u00edch xu\u1ea5t. M\u1ed9t quy tr\u00ecnh t\u00e0i ch\u00ednh c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng ng\u00e0n h\u00f3a \u0111\u01a1n v\u00e0 ch\u1ec9 th\u1ef1c hi\u1ec7n m\u1ed9t b\u01b0\u1edbc x\u00e1c minh nh\u1ecf. M\u1ed9t tr\u1ee3 l\u00fd nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 ph\u00e2n t\u00edch \u00edt t\u00e0i li\u1ec7u h\u01a1n nh\u01b0ng y\u00eau c\u1ea7u nhi\u1ec1u m\u00f4 h\u00ecnh \u0111\u1ec3 t\u00f3m t\u1eaft, tr\u00edch d\u1eabn, so s\u00e1nh v\u00e0 l\u00fd lu\u1eadn.<\/p>\n\n\n\n

\u0110\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao c\u00e1c nh\u00f3m n\u00ean \u01b0\u1edbc t\u00ednh c\u1ea3 hai l\u1edbp: c\u00e1c trang \u0111\u01b0\u1ee3c x\u1eed l\u00fd v\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t sau khi ph\u00e2n t\u00edch. L\u1edbp th\u1ee9 hai l\u00e0 n\u01a1i m\u1ed9t API AI \u0111a nh\u00e0 cung c\u1ea5p c\u00f3 th\u1ec3 gi\u00fap c\u00e1c nh\u00f3m so s\u00e1nh m\u00f4 h\u00ecnh, \u0111\u1ecbnh tuy\u1ebfn y\u00eau c\u1ea7u, v\u00e0 tr\u00e1nh m\u00e3 h\u00f3a c\u1ee9ng to\u00e0n b\u1ed9 quy tr\u00ecnh t\u00e0i li\u1ec7u v\u00e0o m\u1ed9t nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n

3. Quy\u1ebft \u0111\u1ecbnh n\u01a1i d\u1eef li\u1ec7u t\u00e0i li\u1ec7u c\u00f3 th\u1ec3 di chuy\u1ec3n<\/h3>\n\n\n\n

M\u1ed9t s\u1ed1 s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 g\u1eedi t\u00e0i li\u1ec7u \u0111\u1ebfn m\u1ed9t API \u0111\u00e1m m\u00e2y. Nh\u1eefng s\u1ea3n ph\u1ea9m kh\u00e1c c\u1ea7n ki\u1ec3m so\u00e1t khu v\u1ef1c, h\u1ee3p \u0111\u1ed3ng doanh nghi\u1ec7p, ho\u1eb7c tri\u1ec3n khai t\u1ef1 qu\u1ea3n l\u00fd. \u0110\u01b0\u1eddng d\u1eabn t\u1ef1 l\u01b0u tr\u1eef c\u1ee7a Mistral OCR 4 \u0111\u00e1ng ch\u00fa \u00fd \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00f3m c\u00f3 y\u00eau c\u1ea7u nghi\u00eam ng\u1eb7t v\u1ec1 c\u01b0 tr\u00fa t\u00e0i li\u1ec7u ho\u1eb7c b\u1ea3o m\u1eadt, nh\u01b0ng t\u00ednh kh\u1ea3 d\u1ee5ng v\u00e0 \u0111i\u1ec1u kho\u1ea3n n\u00ean \u0111\u01b0\u1ee3c x\u00e1c nh\u1eadn tr\u1ef1c ti\u1ebfp v\u1edbi Mistral tr\u01b0\u1edbc khi l\u1eadp k\u1ebf ho\u1ea1ch xung quanh n\u00f3.<\/p>\n\n\n\n

\u0110\u1eebng bi\u1ebfn m\u1ed9t t\u00ednh n\u0103ng tri\u1ec3n khai th\u00e0nh m\u1ed9t l\u1eddi h\u1ee9a tu\u00e2n th\u1ee7 kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3. C\u00e2u h\u1ecfi s\u1ea3n xu\u1ea5t an to\u00e0n l\u00e0: t\u00e0i li\u1ec7u n\u00e0o c\u00f3 th\u1ec3 r\u1eddi kh\u1ecfi m\u00f4i tr\u01b0\u1eddng c\u1ee7a b\u1ea1n, t\u00e0i li\u1ec7u n\u00e0o kh\u00f4ng, nh\u1eadt k\u00fd n\u00e0o \u0111\u01b0\u1ee3c gi\u1eef l\u1ea1i, v\u00e0 ai xem x\u00e9t \u0111\u1ea7u ra tr\u01b0\u1edbc khi n\u00f3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ng\u01b0\u1eddi d\u00f9ng?<\/p>\n\n\n\n

4. Ki\u1ec3m tra \u0111\u01b0\u1eddng d\u1eabn m\u00f4 h\u00ecnh sau \u0111\u00f3<\/h3>\n\n\n\n

Ph\u00e2n t\u00edch th\u01b0\u1eddng l\u00e0 b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean. Sau \u0111\u00f3, \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 g\u1ecdi m\u1ed9t m\u00f4 h\u00ecnh \u0111\u1ec3 t\u00f3m t\u1eaft h\u1ee3p \u0111\u1ed3ng, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi t\u1eeb m\u1ed9t ch\u00ednh s\u00e1ch, tr\u00edch xu\u1ea5t th\u1ef1c th\u1ec3 t\u1eeb h\u00f3a \u0111\u01a1n, vi\u1ebft ph\u1ea3n h\u1ed3i h\u1ed7 tr\u1ee3, ho\u1eb7c so s\u00e1nh hai phi\u00ean b\u1ea3n c\u1ee7a m\u1ed9t t\u1ec7p.<\/p>\n\n\n\n

ShareAI ph\u00f9 h\u1ee3p v\u1edbi l\u1edbp m\u00f4 h\u00ecnh sau \u0111\u00f3. C\u00e1c nh\u00f3m c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Chia s\u1ebb M\u00f4 h\u00ecnh AI<\/a> \u0111\u1ec3 so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh c\u00f3 s\u1eb5n v\u00e0 s\u1eed d\u1ee5ng T\u00e0i li\u1ec7u ShareAI<\/a> khi h\u1ecd mu\u1ed1n m\u1ed9t API \u0111\u1ec3 truy c\u1eadp m\u00f4 h\u00ecnh, \u0111\u1ecbnh tuy\u1ebfn, d\u1ef1 ph\u00f2ng, v\u00e0 hi\u1ec3n th\u1ecb vi\u1ec7c s\u1eed d\u1ee5ng. Tr\u00ecnh ph\u00e2n t\u00edch t\u00e0i li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ch\u1ecdn d\u1ef1a tr\u00ean ch\u1ea5t l\u01b0\u1ee3ng tr\u00edch xu\u1ea5t trong khi l\u1edbp l\u00fd lu\u1eadn AI v\u1eabn linh ho\u1ea1t.<\/p>\n\n\n\n

N\u01a1i ShareAI Ph\u00f9 H\u1ee3p cho Ng\u01b0\u1eddi X\u00e2y D\u1ef1ng<\/h2>\n\n\n\n

ShareAI kh\u00f4ng ph\u1ea3i l\u00e0 tr\u00ecnh x\u00e2y d\u1ef1ng quy tr\u00ecnh t\u00e0i li\u1ec7u, tr\u00ecnh x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng, nh\u00e0 cung c\u1ea5p OCR, CMS, ho\u1eb7c l\u1edbp l\u01b0u tr\u1eef. \u1ee8ng d\u1ee5ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u00e0 v\u1eadn h\u00e0nh b\u00ean ngo\u00e0i ShareAI. ShareAI l\u00e0 th\u1ecb tr\u01b0\u1eddng AI v\u00e0 l\u1edbp API c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ecbnh tuy\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh, so s\u00e1nh c\u00e1c t\u00f9y ch\u1ecdn m\u00f4 h\u00ecnh, theo d\u00f5i vi\u1ec7c s\u1eed d\u1ee5ng, v\u00e0 h\u1ed7 tr\u1ee3 ki\u1ebfm ti\u1ec1n khi l\u01b0u l\u01b0\u1ee3ng suy lu\u1eadn AI \u0111\u1ebfn t\u1eeb m\u1ed9t \u1ee9ng d\u1ee5ng hi\u1ec7n c\u00f3.<\/p>\n\n\n\n

\u0110i\u1ec1u \u0111\u00f3 h\u1eefu \u00edch khi c\u00e1c t\u00ednh n\u0103ng n\u1eb7ng v\u1ec1 t\u00e0i li\u1ec7u t\u1ea1o ra vi\u1ec7c s\u1eed d\u1ee5ng kh\u00f4ng \u0111\u1ed3ng \u0111\u1ec1u. M\u1ed9t kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 t\u1ea3i l\u00ean m\u01b0\u1eddi t\u00e0i li\u1ec7u m\u1ed7i th\u00e1ng. M\u1ed9t kh\u00e1ch h\u00e0ng kh\u00e1c c\u00f3 th\u1ec3 x\u1eed l\u00fd h\u00e0ng ng\u00e0n. N\u1ebfu Ng\u01b0\u1eddi X\u00e2y D\u1ef1ng gi\u1ea5u t\u1ea5t c\u1ea3 chi ph\u00ed AI sau \u0111\u00f3 trong m\u1ed9t g\u00f3i \u0111\u0103ng k\u00fd c\u1ed1 \u0111\u1ecbnh, ng\u01b0\u1eddi d\u00f9ng n\u1eb7ng c\u00f3 th\u1ec3 \u00e2m th\u1ea7m ph\u00e1 h\u1ee7y l\u1ee3i nhu\u1eadn c\u1ee7a s\u1ea3n ph\u1ea9m.<\/p>\n\n\n\n

V\u1edbi ShareAI Builder, ch\u1ee7 s\u1edf h\u1eefu \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 \u0111\u1ecbnh tuy\u1ebfn l\u01b0u l\u01b0\u1ee3ng suy lu\u1eadn AI th\u00f4ng qua ShareAI, \u0111\u1eb7t ph\u1ee5 ph\u00ed ho\u1eb7c bi\u00ean l\u1ee3i nhu\u1eadn, cho ph\u00e9p kh\u00e1ch h\u00e0ng thanh to\u00e1n tr\u1ef1c ti\u1ebfp cho ShareAI cho vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn, v\u00e0 nh\u1eadn c\u00e1c kho\u1ea3n thanh to\u00e1n h\u00e0ng th\u00e1ng d\u1ef1a tr\u00ean thu nh\u1eadp t\u1ea1o ra. \u0110\u1ed1i v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m t\u00e0i li\u1ec7u, \u0111\u01a1n v\u1ecb s\u1eed d\u1ee5ng c\u00f3 th\u1ec3 l\u00e0 t\u00f3m t\u1eaft, c\u00e2u tr\u1ea3 l\u1eddi, ki\u1ec3m tra tr\u00edch xu\u1ea5t, t\u1ea1o b\u00e1o c\u00e1o, ho\u1eb7c c\u00e1c h\u00e0nh \u0111\u1ed9ng AI kh\u00e1c \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t sau khi ph\u00e2n t\u00edch.<\/p>\n\n\n\n

M\u00f4 h\u00ecnh th\u1ef1c ti\u1ec5n r\u1ea5t \u0111\u01a1n gi\u1ea3n: ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u00e0i li\u1ec7u t\u1ea1o ra t\u00e0i li\u1ec7u ngu\u1ed3n s\u1ea1ch nh\u1ea5t, \u0111\u00e1ng tin c\u1eady nh\u1ea5t, sau \u0111\u00f3 gi\u1eef l\u1edbp m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n linh ho\u1ea1t v\u00e0 c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng. C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 m\u1edf B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Nh\u00e0 x\u00e2y d\u1ef1ng<\/a> khi h\u1ecd s\u1eb5n s\u00e0ng \u0111\u1ecbnh gi\u00e1 vi\u1ec7c s\u1eed d\u1ee5ng AI \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn t\u1eeb \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd.<\/p>\n\n\n\n

Danh s\u00e1ch Ki\u1ec3m tra L\u1ef1a ch\u1ecdn Th\u1ef1c ti\u1ec5n<\/h2>\n\n\n\n
  • Thu th\u1eadp m\u1ed9t t\u1eadp h\u1ee3p th\u1eed nghi\u1ec7m \u0111\u1ea1i di\u1ec7n: PDF s\u1ea1ch, b\u1ea3n qu\u00e9t, b\u1ea3ng bi\u1ec3u, ch\u1eef k\u00fd, trang \u0111a ng\u00f4n ng\u1eef, ghi ch\u00fa vi\u1ebft tay, v\u00e0 c\u00e1c t\u00e0i li\u1ec7u tr\u01b0\u1eddng h\u1ee3p x\u1ea5u nh\u1ea5t.<\/li>
  • \u0110\u00e1nh gi\u00e1 \u0111\u1ea7u ra d\u1ef1a tr\u00ean t\u00ednh h\u1eefu \u00edch, kh\u00f4ng ch\u1ec9 \u0111\u1ed9 ch\u00ednh x\u00e1c: c\u1ea5u tr\u00fac, th\u1ee9 t\u1ef1 \u0111\u1ecdc, \u0111\u1ed9 tin c\u1eady, h\u1ed9p gi\u1edbi h\u1ea1n, v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng JSON ho\u1eb7c Markdown h\u1ea1 ngu\u1ed3n.<\/li>
  • T\u00ednh to\u00e1n chi ph\u00ed trang, gi\u1ea3m gi\u00e1 theo l\u00f4, chi ph\u00ed m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n, v\u00e0 chi ph\u00ed ki\u1ec3m tra c\u1ee7a con ng\u01b0\u1eddi c\u00f9ng nhau.<\/li>
  • X\u00e1c nh\u1eadn c\u00e1c y\u00eau c\u1ea7u x\u1eed l\u00fd d\u1eef li\u1ec7u tr\u01b0\u1edbc khi g\u1eedi t\u00e0i li\u1ec7u nh\u1ea1y c\u1ea3m \u0111\u1ebfn b\u1ea5t k\u1ef3 nh\u00e0 cung c\u1ea5p n\u00e0o.<\/li>
  • \u0110o l\u01b0\u1eddng \u0111\u1ed9 tr\u1ec5 v\u1edbi k\u00edch th\u01b0\u1edbc t\u1ec7p th\u1ef1c t\u1ebf v\u00e0 m\u1ee9c \u0111\u1ed9 \u0111\u1ed3ng th\u1eddi th\u1ef1c t\u1ebf.<\/li>
  • Quy\u1ebft \u0111\u1ecbnh nh\u1eefng l\u1ed7i n\u00e0o c\u1ea7n ki\u1ec3m tra c\u1ee7a con ng\u01b0\u1eddi, th\u1eed l\u1ea1i, d\u1ef1 ph\u00f2ng, ho\u1eb7c s\u1eed d\u1ee5ng m\u1ed9t tr\u00ecnh ph\u00e2n t\u00edch kh\u00e1c.<\/li>
  • Gi\u1eef l\u1edbp m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n c\u00f3 th\u1ec3 thay th\u1ebf \u0111\u1ec3 quy tr\u00ecnh l\u00e0m vi\u1ec7c t\u00e0i li\u1ec7u kh\u00f4ng b\u1ecb kh\u00f3a v\u00e0o m\u1ed9t h\u1ecd m\u00f4 h\u00ecnh duy nh\u1ea5t.<\/li><\/ul>\n\n\n\n

    Mistral OCR 4 m\u1ea1nh nh\u1ea5t khi c\u00e1c nh\u00f3m c\u1ea7n tr\u00edch xu\u1ea5t c\u00f3 c\u1ea5u tr\u00fac, \u0111a ng\u00f4n ng\u1eef, nh\u1eadn bi\u1ebft b\u1ed1 c\u1ee5c \u1edf quy m\u00f4 l\u1edbn. N\u00f3 \u00edt r\u00f5 r\u00e0ng h\u01a1n nh\u01b0 m\u1ed9t l\u1ef1a ch\u1ecdn m\u1eb7c \u0111\u1ecbnh khi quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c chuy\u00ean m\u00f4n h\u00f3a cao, g\u1eafn ch\u1eb7t v\u1edbi m\u1ed9t \u0111\u00e1m m\u00e2y duy nh\u1ea5t, ho\u1eb7c \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng xung quanh vi\u1ec7c thu th\u1eadp th\u1eddi gian th\u1ef1c. C\u00e2u tr\u1ea3 l\u1eddi \u0111\u00fang kh\u00f4ng ph\u1ea3i l\u00e0 tr\u00ecnh ph\u00e2n t\u00edch c\u00f3 \u0111i\u1ec3m chu\u1ea9n l\u1edbn nh\u1ea5t. \u0110\u00f3 l\u00e0 tr\u00ecnh ph\u00e2n t\u00edch v\u00e0 ng\u0103n x\u1ebfp m\u00f4 h\u00ecnh gi\u1eef cho t\u00ednh n\u0103ng t\u00e0i li\u1ec7u c\u1ee7a b\u1ea1n ch\u00ednh x\u00e1c, c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch, ph\u1ea3i ch\u0103ng, v\u00e0 linh ho\u1ea1t trong s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

    C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n\n\n\n

    Mistral OCR 4 l\u00e0 g\u00ec?<\/h3>\n\n\n

    Mistral OCR 4 l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh tr\u00edch xu\u1ea5t v\u00e0 hi\u1ec3u t\u00e0i li\u1ec7u t\u1eeb Mistral. N\u00f3 tr\u00edch xu\u1ea5t v\u0103n b\u1ea3n v\u00e0 c\u1ea5u tr\u00fac t\u1eeb t\u00e0i li\u1ec7u, bao g\u1ed3m h\u1ed9p gi\u1edbi h\u1ea1n, lo\u1ea1i kh\u1ed1i, \u0111i\u1ec3m tin c\u1eady, v\u00e0 \u0111\u1ea7u ra ki\u1ec3u Markdown cho c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c AI h\u1ea1 ngu\u1ed3n.<\/p>\n\n\n\n

    Mistral OCR 4 ch\u1ec9 l\u00e0 m\u1ed9t API OCR?<\/h3>\n\n\n

    Kh\u00f4ng. N\u00f3 bao g\u1ed3m OCR, nh\u01b0ng gi\u00e1 tr\u1ecb l\u1edbn h\u01a1n l\u00e0 hi\u1ec3u t\u00e0i li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac. K\u1ebft qu\u1ea3 \u0111\u1ea7u ra c\u00f3 th\u1ec3 gi\u00fap c\u00e1c \u0111\u01b0\u1eddng d\u1eabn RAG, h\u1ec7 th\u1ed1ng t\u00ecm ki\u1ebfm, t\u00e1c nh\u00e2n v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c xem x\u00e9t c\u1ee7a con ng\u01b0\u1eddi hi\u1ec3u n\u1ed9i dung \u0111\u1ebfn t\u1eeb \u0111\u00e2u v\u00e0 m\u1ee9c \u0111\u1ed9 \u0111\u00e1ng tin c\u1eady c\u1ee7a n\u00f3.<\/p>\n\n\n\n

    Mistral OCR 4 c\u00f3 gi\u00e1 bao nhi\u00eau?<\/h3>\n\n\n

    Mistral li\u1ec7t k\u00ea gi\u00e1 API OCR 4 l\u00e0 $4 cho m\u1ed7i 1.000 trang, gi\u00e1 API Batch l\u00e0 $2 cho m\u1ed7i 1.000 trang, v\u00e0 Document AI l\u00e0 $5 cho m\u1ed7i 1.000 trang. C\u00e1c nh\u00f3m n\u00ean x\u00e1c nh\u1eadn gi\u00e1 hi\u1ec7n t\u1ea1i tr\u01b0\u1edbc khi mua v\u00ec gi\u00e1 m\u00f4 h\u00ecnh v\u00e0 n\u1ec1n t\u1ea3ng c\u00f3 th\u1ec3 thay \u0111\u1ed5i.<\/p>\n\n\n\n

    Khi n\u00e0o Mistral OCR 4 ph\u00f9 h\u1ee3p h\u01a1n Google Document AI ho\u1eb7c Amazon Textract?<\/h3>\n\n\n

    N\u00f3 l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn m\u1ea1nh m\u1ebd khi b\u1ea1n c\u1ea7n h\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef, tr\u00edch xu\u1ea5t nh\u1eadn th\u1ee9c b\u1ed1 c\u1ee5c, \u0111i\u1ec3m tin c\u1eady, h\u1ed9p gi\u1edbi h\u1ea1n, v\u00e0 m\u1ed9t l\u1ed9 tr\u00ecnh tri\u1ec3n khai t\u1ef1 qu\u1ea3n l\u00fd ti\u1ec1m n\u0103ng. Google, AWS, ho\u1eb7c Azure c\u00f3 th\u1ec3 t\u1ed1t h\u01a1n n\u1ebfu quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a b\u1ea1n \u0111\u00e3 g\u1eafn ch\u1eb7t v\u1edbi \u0111\u00e1m m\u00e2y c\u1ee7a h\u1ecd ho\u1eb7c c\u1ea7n c\u00e1c b\u1ed9 x\u1eed l\u00fd chuy\u00ean bi\u1ec7t c\u1ee7a h\u1ecd.<\/p>\n\n\n\n

    Khi n\u00e0o t\u00f4i n\u00ean ch\u1ecdn m\u1ed9t tr\u00ecnh ph\u00e2n t\u00edch t\u00e0i li\u1ec7u chuy\u00ean bi\u1ec7t?<\/h3>\n\n\n

    Ch\u1ecdn m\u1ed9t tr\u00ecnh chuy\u00ean bi\u1ec7t khi m\u1ed9t lo\u1ea1i t\u00e0i li\u1ec7u chi\u1ebfm \u01b0u th\u1ebf trong s\u1ea3n ph\u1ea9m, ch\u1eb3ng h\u1ea1n nh\u01b0 bi\u00ean lai, h\u00f3a \u0111\u01a1n, s\u01a1 y\u1ebfu l\u00fd l\u1ecbch, gi\u1ea5y t\u1edd t\u00f9y th\u00e2n, ho\u1eb7c bi\u1ec3u m\u1eabu t\u00e0i ch\u00ednh. M\u1ed9t tr\u00ecnh chuy\u00ean bi\u1ec7t c\u00f3 th\u1ec3 v\u01b0\u1ee3t tr\u1ed9i h\u01a1n tr\u00ecnh ph\u00e2n t\u00edch t\u1ed5ng qu\u00e1t trong m\u1ed9t quy tr\u00ecnh h\u1eb9p, nh\u01b0ng c\u00f3 th\u1ec3 \u00edt linh ho\u1ea1t h\u01a1n cho vi\u1ec7c nh\u1eadp t\u00e0i li\u1ec7u r\u1ed9ng h\u01a1n.<\/p>\n\n\n\n

    Mistral OCR 4 c\u00f3 t\u1ed1t cho RAG kh\u00f4ng?<\/h3>\n\n\n

    C\u00f3, n\u00f3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng nh\u1eadp t\u00e0i li\u1ec7u nh\u01b0 RAG v\u00e0 t\u00ecm ki\u1ebfm doanh nghi\u1ec7p. C\u00e1c kh\u1ed1i c\u00f3 c\u1ea5u tr\u00fac, th\u1ee9 t\u1ef1 \u0111\u1ecdc, v\u00e0 th\u00f4ng tin tin c\u1eady c\u00f3 th\u1ec3 l\u00e0m cho c\u00e1c \u0111o\u1ea1n v\u0103n h\u1eefu \u00edch h\u01a1n so v\u1edbi v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c tr\u00edch xu\u1ea5t \u0111\u01a1n thu\u1ea7n.<\/p>\n\n\n\n

    Mistral OCR 4 c\u00f3 th\u1ec3 t\u1ef1 l\u01b0u tr\u1eef kh\u00f4ng?<\/h3>\n\n\n

    Mistral n\u00f3i r\u1eb1ng OCR 4 c\u00f3 th\u1ec3 ch\u1ea1y trong m\u1ed9t container duy nh\u1ea5t v\u00e0 cung c\u1ea5p tri\u1ec3n khai t\u1ef1 qu\u1ea3n l\u00fd cho c\u00e1c kh\u00e1ch h\u00e0ng doanh nghi\u1ec7p \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n. H\u00e3y coi \u0111\u00f3 l\u00e0 m\u1ed9t l\u1ed9 tr\u00ecnh tri\u1ec3n khai c\u1ee5 th\u1ec3 c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u1ec3 x\u00e1c nh\u1eadn, kh\u00f4ng ph\u1ea3i l\u00e0 m\u1eb7c \u0111\u1ecbnh chung.<\/p>\n\n\n\n

    ShareAI c\u00f3 thay th\u1ebf API ph\u00e2n t\u00edch t\u00e0i li\u1ec7u kh\u00f4ng?<\/h3>\n\n\n

    Kh\u00f4ng. ShareAI kh\u00f4ng ph\u1ea3i l\u00e0 nh\u00e0 cung c\u1ea5p OCR ho\u1eb7c tr\u00ecnh ph\u00e2n t\u00edch t\u00e0i li\u1ec7u. N\u00f3 l\u00e0 m\u1ed9t th\u1ecb tr\u01b0\u1eddng AI v\u00e0 l\u1edbp API cho truy c\u1eadp m\u00f4 h\u00ecnh, \u0111\u1ecbnh tuy\u1ebfn, hi\u1ec3n th\u1ecb s\u1eed d\u1ee5ng, v\u00e0 ki\u1ebfm ti\u1ec1n t\u1eeb Builder xung quanh l\u01b0u l\u01b0\u1ee3ng suy lu\u1eadn AI trong m\u1ed9t \u1ee9ng d\u1ee5ng hi\u1ec7n c\u00f3.<\/p>\n\n\n\n

    L\u00e0m th\u1ebf n\u00e0o c\u00e1c Builder c\u00f3 th\u1ec3 ki\u1ebfm ti\u1ec1n t\u1eeb c\u00e1c t\u00ednh n\u0103ng AI n\u1eb7ng t\u00e0i li\u1ec7u v\u1edbi ShareAI?<\/h3>\n\n\n

    M\u1ed9t Builder c\u00f3 th\u1ec3 \u0111\u1ecbnh tuy\u1ebfn l\u01b0u l\u01b0\u1ee3ng suy lu\u1eadn AI t\u1eeb \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd th\u00f4ng qua ShareAI, \u0111\u1eb7t m\u1ed9t bi\u00ean l\u1ee3i nhu\u1eadn ho\u1eb7c ph\u1ee5 ph\u00ed, \u0111\u1ec3 kh\u00e1ch h\u00e0ng tr\u1ea3 ti\u1ec1n cho ShareAI cho vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn, v\u00e0 nh\u1eadn c\u00e1c kho\u1ea3n thanh to\u00e1n h\u00e0ng th\u00e1ng d\u1ef1a tr\u00ean thu nh\u1eadp t\u1ea1o ra. \u0110i\u1ec1u n\u00e0y ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m m\u00e0 kh\u1ed1i l\u01b0\u1ee3ng t\u00e0i li\u1ec7u thay \u0111\u1ed5i nhi\u1ec1u theo kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

    C\u00e1c nh\u00f3m n\u00ean \u0111\u00e1nh gi\u00e1 \u0111i\u1ec1u g\u00ec tr\u01b0\u1edbc khi ch\u1ecdn API ph\u00e2n t\u00edch t\u00e0i li\u1ec7u?<\/h3>\n\n\n

    \u0110\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng tr\u00edch xu\u1ea5t, x\u1eed l\u00fd b\u1ea3ng, th\u1ee9 t\u1ef1 \u0111\u1ecdc, \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111a ng\u00f4n ng\u1eef, ch\u1eef vi\u1ebft tay, \u0111i\u1ec3m tin c\u1eady, \u0111\u1ed9 tr\u1ec5, chi ph\u00ed trang, chi ph\u00ed m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n, y\u00eau c\u1ea7u xem x\u00e9t v\u00e0 x\u1eed l\u00fd l\u1ed7i tr\u00ean c\u00e1c t\u00e0i li\u1ec7u ph\u00f9 h\u1ee3p v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c s\u1ea3n xu\u1ea5t c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n

    OCR Mistral 4 c\u00f3 an to\u00e0n cho c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng kh\u00f4ng?<\/h3>\n\n\n

    N\u00f3 kh\u00f4ng n\u00ean \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng cho c\u00e1c k\u1ebft qu\u1ea3 y t\u1ebf, ph\u00e1p l\u00fd, t\u00e0i ch\u00ednh ho\u1eb7c an to\u00e0n quan tr\u1ecdng. S\u1eed d\u1ee5ng n\u00f3 nh\u01b0 m\u1ed9t th\u00e0nh ph\u1ea7n hi\u1ec3u t\u00e0i li\u1ec7u v\u1edbi x\u00e1c th\u1ef1c, xem x\u00e9t v\u00e0 ranh gi\u1edbi tr\u00e1ch nhi\u1ec7m r\u00f5 r\u00e0ng.<\/p>","protected":false},"excerpt":{"rendered":"

    Mistral OCR 4 b\u1ed5 sung tr\u00edch xu\u1ea5t c\u00f3 c\u1ea5u tr\u00fac, \u0111i\u1ec3m tin c\u1eady v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 l\u01b0u tr\u1eef. So s\u00e1nh API ph\u00e2n t\u00edch t\u00e0i li\u1ec7u cho \u1ee9ng d\u1ee5ng AI v\u00e0 RAG.<\/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=mistral-ocr-4-document-parsing-apis","rank_math_title":"Mistral OCR 4: Compare Document Parsing APIs","rank_math_description":"Mistral OCR 4 adds structured extraction and self-hosting. Compare document parsing APIs for AI apps, RAG, and Builder usage.","rank_math_focus_keyword":"Mistral OCR 4, document parsing APIs, OCR API comparison, document AI API, RAG document ingestion","footnotes":""},"categories":[4,6],"tags":[196,194,193,195,197],"class_list":["post-3059","post","type-post","status-publish","format-standard","hentry","category-developers","category-insights","tag-document-ai","tag-document-parsing-apis","tag-mistral-ocr-4","tag-ocr-api","tag-rag-ingestion"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3059","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=3059"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3059\/revisions"}],"predecessor-version":[{"id":3080,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3059\/revisions\/3080"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=3059"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=3059"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=3059"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}