{"id":10136,"date":"2025-03-31T22:05:15","date_gmt":"2025-03-31T22:05:15","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=10136"},"modified":"2025-03-31T22:05:17","modified_gmt":"2025-03-31T22:05:17","slug":"cac-khung-nguon-mo-cho-cac-tac-nhan-ai-dang-dan-phat-trien-trong-co-so-ha-tang-cntt","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/cac-khung-nguon-mo-cho-cac-tac-nhan-ai-dang-dan-phat-trien-trong-co-so-ha-tang-cntt\/","title":{"rendered":"C\u00e1c khung ngu\u1ed3n m\u1edf cho c\u00e1c t\u00e1c nh\u00e2n AI \u0111ang d\u1ea7n ph\u00e1t tri\u1ec3n trong c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Trong th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 kh\u00f4ng ng\u1eebng thay \u0111\u1ed5i, c\u00e1c khung ngu\u1ed3n m\u1edf d\u00e0nh ri\u00eang cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) th\u1ec3 hi\u1ec7n s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng. Khi AI t\u00e1c nh\u00e2n b\u1eaft \u0111\u1ea7u h\u00ecnh th\u00e0nh, c\u00e1c d\u1ef1 \u00e1n kh\u00e1c nhau \u0111ang xu\u1ea5t hi\u1ec7n \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng k\u1ebft n\u1ed1i gi\u1eefa t\u00e1c nh\u00e2n v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT. V\u00e0o n\u0103m 2025, nhu c\u1ea7u v\u1ec1 c\u00e1c gi\u1ea3i ph\u00e1p m\u1ea1nh m\u1ebd v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft, v\u1edbi c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200b\u0111\u01b0\u1ee3c \u0111\u00e1nh d\u1ea5u b\u1eb1ng s\u1ef1 h\u1ee3p t\u00e1c chi\u1ebfn l\u01b0\u1ee3c v\u00e0 c\u1ed9ng \u0111\u1ed3ng. B\u00e0i vi\u1ebft n\u00e0y xem x\u00e9t nh\u1eefng ti\u1ebfn b\u1ed9 g\u1ea7n \u0111\u00e2y trong ng\u00e0nh, bao g\u1ed3m c\u00e1c d\u1ef1 \u00e1n Kagent v\u00e0 Dapr, \u0111\u1ed3ng th\u1eddi kh\u00e1m ph\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a nh\u1eefng ph\u00e1t tri\u1ec3n n\u00e0y \u0111\u1ed1i v\u1edbi kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y.<\/p>\n\n<h2 class=\"wp-block-heading\">Kagent: c\u00e2u tr\u1ea3 l\u1eddi cho nh\u1eefng th\u00e1ch th\u1ee9c t\u00edch h\u1ee3p \u0111\u1ea1i l\u00fd<\/h2>\n\n<p class=\"wp-block-paragraph\">Ra m\u1eaft v\u00e0o th\u00e1ng 3 n\u0103m 2025, Kagent \u0111\u01b0\u1ee3c \u0111\u1ecbnh v\u1ecb l\u00e0 ch\u1ea5t x\u00fac t\u00e1c \u0111\u1ed5i m\u1edbi cho c\u00e1c t\u00e1c nh\u00e2n AI trong c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y. \u0110\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi <strong>Solo.io<\/strong>, khu\u00f4n kh\u1ed5 n\u00e0y nh\u1eb1m m\u1ee5c \u0111\u00edch tr\u1edf th\u00e0nh ng\u01b0\u1eddi \u0111\u1ed1i tho\u1ea1i gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n t\u1ef1 tr\u1ecb v\u00e0 m\u00f4i tr\u01b0\u1eddng CNTT ph\u1ee9c t\u1ea1p. Lin Sun, ng\u01b0\u1eddi \u0111\u1ee9ng \u0111\u1ea7u ngu\u1ed3n m\u1edf t\u1ea1i Solo.io, ch\u1ec9 ra r\u1eb1ng \u00fd t\u01b0\u1edfng v\u1ec1 Kagent xu\u1ea5t hi\u1ec7n t\u1eeb c\u00e1c nhu c\u1ea7u \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh trong qu\u00e1 tr\u00ecnh t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, n\u01a1i c\u1ea3m nh\u1eadn \u0111\u01b0\u1ee3c nhu c\u1ea7u tr\u1ee3 gi\u00fap c\u1ee7a chuy\u00ean gia. M\u1ee5c ti\u00eau r\u1ea5t r\u00f5 r\u00e0ng: cung c\u1ea5p m\u1ed9t d\u1ea1ng \u201cb\u1ea3n sao\u201d c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n chuy\u00ean nghi\u1ec7p \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c nh\u00f3m h\u1ed7 tr\u1ee3 m\u00e0 kh\u00f4ng l\u00e0m gi\u00e1n \u0111o\u1ea1n qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n.<\/p>\n\n<h3 class=\"wp-block-heading\">\u0110\u1eb7c \u0111i\u1ec3m v\u00e0 ki\u1ebfn \u200b\u200btr\u00fac c\u1ee7a Kagent<\/h3>\n\n<p class=\"wp-block-paragraph\">Kagent k\u1ebft h\u1ee3p m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y. T\u00ednh n\u0103ng ch\u00ednh l\u00e0 API khai b\u00e1o, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n v\u00e0 c\u00e1c t\u00e0i nguy\u00ean \u0111\u00e1m m\u00e2y kh\u00e1c nhau. B\u1eb1ng c\u00e1ch cung c\u1ea5p c\u00e1c plugin t\u00edch h\u1ee3p s\u1eb5n cho c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 <strong>Kubernetes<\/strong>, <strong>m\u0169 b\u1ea3o hi\u1ec3m<\/strong>, <strong>Prometheus<\/strong> v\u00e0 h\u01a1n th\u1ebf n\u1eefa, Kagent gi\u1ea3m \u0111\u00e1ng k\u1ec3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a vi\u1ec7c tri\u1ec3n khai.<\/p>\n\n<p class=\"wp-block-paragraph\">D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 ch\u00ednh x\u00e1c \u0111\u1ecbnh ki\u1ebfn \u200b\u200btr\u00fac c\u1ee7a Kagent:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>API khai b\u00e1o:<\/strong> Giao di\u1ec7n tr\u1ef1c quan cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n d\u1ec5 d\u00e0ng x\u00e1c \u0111\u1ecbnh v\u00e0 qu\u1ea3n l\u00fd c\u00e1c t\u00e1c nh\u00e2n.<\/li><li><strong>C\u00e1c plugin t\u00edch h\u1ee3p:<\/strong> Truy c\u1eadp ngay v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 d\u1ecbch v\u1ee5 ph\u1ed5 bi\u1ebfn trong m\u00f4i tr\u01b0\u1eddng \u0111\u00e1m m\u00e2y.<\/li><li><strong>Thi\u1ebft k\u1ebf theo \u0111\u1ecbnh h\u01b0\u1edbng Kubernetes:<\/strong> T\u1eadn d\u1ee5ng t\u00ednh linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng c\u1ee7a Kubernetes \u0111\u1ec3 ch\u1ea1y c\u00e1c t\u00e1c nh\u00e2n \u1edf b\u1ea5t c\u1ee9 n\u01a1i n\u00e0o c\u00f4ng c\u1ee5 n\u00e0y \u0111\u01b0\u1ee3c tri\u1ec3n khai.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Th\u00e0nh c\u00f4ng c\u1ee7a Kagent c\u00f3 th\u1ec3 \u0111\u1eb7t n\u1ec1n m\u00f3ng cho m\u1ed9t ti\u00eau chu\u1ea9n, t\u1ea1o ra m\u1ed9t b\u1ed9 k\u1ebft n\u1ed1i duy nh\u1ea5t gi\u1eefa nhi\u1ec1u m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef (LLM). B\u1eb1ng c\u00e1ch c\u1ed9ng t\u00e1c v\u1edbi nhi\u1ec1u nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y kh\u00e1c nhau, Kagent c\u00f3 th\u1ec3 k\u00edch ho\u1ea1t s\u1ee9c m\u1ea1nh t\u1ed5ng h\u1ee3p c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7, \u0111\u01a1n gi\u1ea3n h\u00f3a b\u1ed1i c\u1ea3nh ph\u1ee9c t\u1ea1p c\u1ee7a AI t\u00e1c nh\u00e2n.<\/p>\n\n<h3 class=\"wp-block-heading\">L\u1ef1c l\u01b0\u1ee3ng tham gia: Kagent vs AutoGen v\u00e0 Dapr<\/h3>\n\n<p class=\"wp-block-paragraph\">Trong th\u1eddi \u0111\u1ea1i m\u1edf r\u1ed9ng nhanh ch\u00f3ng c\u00e1c khung t\u00e1c nh\u00e2n AI, Kagent ph\u1ea3i \u0111i\u1ec1u h\u01b0\u1edbng trong b\u1ed1i c\u1ea3nh c\u1ea1nh tranh n\u01a1i <strong>Microsoft AutoGen<\/strong> V\u00e0 <strong>Dapr<\/strong> c\u0169ng \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng. M\u1ed7i gi\u1ea3i ph\u00e1p cung c\u1ea5p m\u1ed9t ph\u1ea3n \u1ee9ng kh\u00e1c nhau \u0111\u1ed1i v\u1edbi c\u00e1c th\u00e1ch th\u1ee9c v\u1ec1 t\u00edch h\u1ee3p v\u00e0 t\u01b0\u01a1ng t\u00e1c. N\u1ebfu Kagent n\u1ed5i b\u1eadt v\u00ec t\u00ednh d\u1ec5 s\u1eed d\u1ee5ng v\u00e0 t\u00edch h\u1ee3p nguy\u00ean b\u1ea3n v\u1edbi Kubernetes th\u00ec AutoGen t\u1eadp trung v\u00e0o ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e0m tho\u1ea1i \u0111\u1ec3 \u0111i\u1ec1u ph\u1ed1i t\u00e1c nh\u00e2n.<\/p>\n\n<p class=\"wp-block-paragraph\">Nh\u01b0 v\u1eady, s\u1ef1 kh\u00e1c bi\u1ec7t ch\u1ee7 y\u1ebfu th\u1ec3 hi\u1ec7n \u1edf c\u1ea5p \u0111\u1ed9 ki\u1ebfn \u200b\u200btr\u00fac. Dapr n\u1ed5i b\u1eadt nh\u1edd kh\u1ea3 n\u0103ng \u0111i\u1ec1u ph\u1ed1i c\u00e1c d\u1ecbch v\u1ee5 vi m\u00f4, mang l\u1ea1i s\u1ef1 linh ho\u1ea1t cao h\u01a1n cho c\u00e1c gi\u1ea3i ph\u00e1p quy m\u00f4 l\u1edbn h\u01a1n. B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch c\u00e1c khung kh\u00e1c nhau n\u00e0y, \u0111\u00e2y l\u00e0 b\u1ea3ng t\u00f3m t\u1eaft:<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>\u0111\u1eb7c tr\u01b0ng<\/th>\n<th>Kagent<\/th>\n<th>AutoGen<\/th>\n<th>Dapr<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>API<\/td>\n<td>khai b\u00e1o<\/td>\n<td>\u0111\u00e0m tho\u1ea1i<\/td>\n<td>H\u00f2a \u00e2m<\/td>\n<\/tr>\n<tr>\n<td>T\u00edch h\u1ee3p<\/td>\n<td>Ph\u00f9 h\u1ee3p v\u1edbi Kubernetes<\/td>\n<td>Gi\u1edbi h\u1ea1n \u1edf AutoGen<\/td>\n<td>Th\u00edch nghi v\u1edbi nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng kh\u00e1c nhau<\/td>\n<\/tr>\n<tr>\n<td>Plugin<\/td>\n<td>t\u00edch h\u1ee3p<\/td>\n<td>Kh\u00f4ng c\u00f3<\/td>\n<td>API ti\u00eau chu\u1ea9n cho c\u00e1c d\u1ecbch v\u1ee5 kh\u00e1c nhau<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 so s\u00e1nh n\u00e0y n\u00eau b\u1eadt c\u00e1c chi ti\u1ebft c\u1ee5 th\u1ec3 c\u1ee7a t\u1eebng khung c\u0169ng nh\u01b0 c\u00e1ch ch\u00fang xoay quanh nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a m\u1ed9t t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y.<\/p>\n\n<h2 class=\"wp-block-heading\">Dapr: m\u1ed9t khu\u00f4n kh\u1ed5 m\u1edbi \u0111\u1ec3 \u0111i\u1ec1u ph\u1ed1i c\u00e1c t\u00e1c nh\u00e2n AI<\/h2>\n\n<p class=\"wp-block-paragraph\">V\u00e0o ng\u00e0y 12 th\u00e1ng 3 n\u0103m 2025, d\u1ef1 \u00e1n <strong>Dapr<\/strong>, m\u1ed9t h\u1ec7 th\u1ed1ng \u0111i\u1ec1u ph\u1ed1i microservice, \u0111\u00e3 tr\u00ecnh b\u00e0y s\u00e1ng ki\u1ebfn \u200b\u200bm\u1edbi c\u1ee7a m\u00ecnh: \u0110\u1ea1i l\u00fd Dapr. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c framework kh\u00e1c, Dapr t\u1eadp trung v\u00e0o vi\u1ec7c t\u00edch h\u1ee3p kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i v\u00e0 kh\u1ea3 n\u0103ng quan s\u00e1t v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a m\u00ecnh. Roberto Rodriguez, m\u1ed9t trong nh\u1eefng ng\u01b0\u1eddi b\u1ea3o tr\u00ec ch\u00ednh, \u0111\u00e3 gi\u1ea3i th\u00edch \u0111\u1ed9ng c\u01a1 d\u1eabn \u0111\u1ebfn vi\u1ec7c t\u1ea1o ra ti\u1ec7n \u00edch m\u1edf r\u1ed9ng n\u00e0y.<\/p>\n\n<h3 class=\"wp-block-heading\">C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a \u0110\u1ea1i l\u00fd Dapr<\/h3>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ea1i l\u00fd Dapr, d\u1ef1a tr\u00ean Dapr Workflow, cung c\u1ea5p ki\u1ebfn \u200b\u200btr\u00fac m\u1ea1nh m\u1ebd \u0111\u1ec3 qu\u1ea3n l\u00fd c\u00e1c \u0111\u1ea1i l\u00fd AI. H\u1ec7 th\u1ed1ng n\u00e0y t\u00edch h\u1ee3p c\u00e1c y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 t\u01b0\u01a1ng t\u00e1c tr\u01a1n tru gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1ecbch v\u1ee5 vi m\u00f4. \u0110i\u1ec3m n\u1ed5i b\u1eadt bao g\u1ed3m:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Quy tr\u00ecnh ch\u1ea1y d\u00e0i:<\/strong> T\u00e1c nh\u00e2n l\u00e0 c\u00e1c ti\u1ebfn tr\u00ecnh ch\u1ea1y d\u00e0i x\u1eed l\u00fd nhi\u1ec1u t\u00e1c v\u1ee5 c\u00f9ng m\u1ed9t l\u00fac.<\/li><li><strong>Tr\u00e1nh m\u00e3 h\u00f3a c\u1ee9ng nh\u1eafc:<\/strong> Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p cho t\u1eebng t\u00e1c v\u1ee5 m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i l\u1eadp tr\u00ecnh l\u1ea1i to\u00e0n b\u1ed9 quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/li><li><strong>H\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef:<\/strong> D\u1ef1 b\u00e1o t\u00edch h\u1ee3p cho nhi\u1ec1u SDK kh\u00e1c nhau, t\u1eeb Python \u0111\u1ebfn Java.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">T\u00ednh linh ho\u1ea1t n\u00e0y cho ph\u00e9p trao \u0111\u1ed5i c\u00e1c th\u00e0nh ph\u1ea7n gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y v\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u00e1c nhau, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0 c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c h\u1ec7 th\u1ed1ng.<\/p>\n\n<h3 class=\"wp-block-heading\">T\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ki\u1ebfn \u200b\u200btr\u00fac microservice<\/h3>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a Dapr v\u1edbi c\u00e1c kh\u1ea3 n\u0103ng c\u1ee7a t\u00e1c nh\u00e2n AI m\u1edbi c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 cho ki\u1ebfn \u200b\u200btr\u00fac d\u1ecbch v\u1ee5 vi m\u00f4. Th\u1eadt v\u1eady, th\u00f4ng qua kh\u1ea3 n\u0103ng \u0111i\u1ec1u ph\u1ed1i quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI m\u1ed9t c\u00e1ch tr\u00f4i ch\u1ea3y, Dapr cho ph\u00e9p c\u00e1c c\u00f4ng ty t\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 h\u1ecdc m\u00e1y hi\u1ec7n \u0111\u1ea1i nh\u01b0 <strong>TenorFlow<\/strong> Ho\u1eb7c <strong>PyTorch<\/strong>, do \u0111\u00f3 t\u00edch h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh ph\u1ee9c t\u1ea1p v\u00e0o m\u1ed9t h\u1ec7 sinh th\u00e1i \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y h\u1ee9a h\u1eb9n kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng AI m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p c\u00e1c t\u00ednh n\u0103ng ph\u1ee5c h\u1ed3i n\u00e2ng cao tr\u1ef1c ti\u1ebfp v\u00e0o c\u1ed1t l\u00f5i c\u1ee7a \u1ee9ng d\u1ee5ng. \u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 s\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y, \u0111\u00e2y l\u00e0 b\u1ea3ng so s\u00e1nh minh h\u1ecda c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a \u0110\u1ea1i l\u00fd Dapr so v\u1edbi c\u00e1c phi\u00ean b\u1ea3n tr\u01b0\u1edbc c\u1ee7a n\u00f3:<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>\u0111\u1eb7c tr\u01b0ng<\/th>\n<th>Quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a Dapr<\/th>\n<th>\u0110\u1ea1i l\u00fd Dapr<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Lo\u1ea1i quy tr\u00ecnh<\/td>\n<td>Quy tr\u00ecnh \u0111\u01a1n gi\u1ea3n<\/td>\n<td>Qu\u00e1 tr\u00ecnh l\u00e2u d\u00e0i<\/td>\n<\/tr>\n<tr>\n<td>T\u00ednh linh ho\u1ea1t c\u1ee7a c\u00f4ng c\u1ee5<\/td>\n<td>Gi\u1edbi h\u1ea1n<\/td>\n<td>Cao<\/td>\n<\/tr>\n<tr>\n<td>\u0110i\u1ec1u ph\u1ed1i d\u1ecbch v\u1ee5<\/td>\n<td>Ti\u00eau chu\u1ea9n<\/td>\n<td>Th\u00edch \u1ee9ng v\u1edbi c\u00e1c t\u00e1c nh\u00e2n AI<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y cho th\u1ea5y r\u00f5 r\u00e0ng Dapr Agents l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a mong mu\u1ed1n v\u1ec1 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u00e0 hi\u1ec7u qu\u1ea3, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng hi\u1ec7n \u0111\u1ea1i.<\/p>\n\n<h2 class=\"wp-block-heading\">L\u00e0m vi\u1ec7c v\u1edbi H\u1ea1t nh\u00e2n ng\u1eef ngh\u0129a v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a n\u00f3<\/h2>\n\n<p class=\"wp-block-paragraph\">B\u00ean c\u1ea1nh nh\u1eefng ti\u1ebfn b\u1ed9 trong Kagent v\u00e0 Dapr, Microsoft \u0111\u00e3 t\u00edch h\u1ee3p m\u1ed9t c\u00f4ng ngh\u1ec7 \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u00e0o AutoGen: <strong>Khung quy tr\u00ecnh h\u1ea1t nh\u00e2n ng\u1eef ngh\u0129a (SKPF)<\/strong>. Ra m\u1eaft trong phi\u00ean b\u1ea3n AutoGen 0.4 v\u00e0o th\u00e1ng 1 n\u0103m 2025, t\u00ednh n\u0103ng m\u1edbi n\u00e0y c\u00f3 ti\u1ec1m n\u0103ng m\u1edf r\u1ed9ng ph\u1ea1m vi t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n AI v\u00e0 \u1ee9ng d\u1ee5ng doanh nghi\u1ec7p.<\/p>\n\n<h3 class=\"wp-block-heading\">S\u1ef1 ph\u1ed1i h\u1ee3p gi\u1eefa SKPF v\u00e0 Dapr<\/h3>\n\n<p class=\"wp-block-paragraph\">SKPF nh\u1eb1m m\u1ee5c \u0111\u00edch n\u00e2ng cao kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng \u0111\u1ed3ng th\u1eddi cung c\u1ea5p kh\u1ea3 n\u0103ng \u0111i\u1ec1u ph\u1ed1i t\u00edch h\u1ee3p trong quy tr\u00ecnh c\u00f4ng vi\u1ec7c. Vi\u1ec7c x\u00edch l\u1ea1i g\u1ea7n nhau n\u00e0y v\u1edbi Dapr c\u00f3 th\u1ec3 cho ph\u00e9p s\u1eed d\u1ee5ng t\u1ed1t h\u01a1n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng hi\u1ec7n c\u00f3, m\u1eb7c d\u00f9 ti\u1ebfng n\u00f3i \u0111ang \u0111\u01b0\u1ee3c n\u00e2ng l\u00ean \u0111\u1ec3 y\u00eau c\u1ea7u s\u1ef1 h\u1ee3p t\u00e1c nhi\u1ec1u h\u01a1n gi\u1eefa hai c\u1ed9ng \u0111\u1ed3ng.<\/p>\n\n<p class=\"wp-block-paragraph\">C\u1ea7n l\u01b0u \u00fd r\u1eb1ng kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb gi\u1eefa AutoGen v\u00e0 Dapr c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn t\u0103ng c\u01b0\u1eddng s\u1ee9c m\u1ea1nh t\u1ed5ng h\u1ee3p gi\u1eefa c\u00e1c c\u00f4ng c\u1ee5 ngu\u1ed3n m\u1edf kh\u00e1c nhau. Th\u1eadt v\u1eady, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 gi\u1ea3m thi\u1ec3u s\u1ef1 d\u01b0 th\u1eeba v\u00e0 t\u1ed1i \u0111a h\u00f3a c\u01a1 h\u1ed9i \u0111\u1ed5i m\u1edbi. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u1ed5ng quan v\u1ec1 \u0111\u1ed9ng l\u1ef1c n\u00e0y:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c:<\/strong> T\u1ea1o \u0111i\u1ec1u ki\u1ec7n t\u00edch h\u1ee3p c\u00e1c t\u00e1c nh\u00e2n \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n trong AutoGen v\u00e0 c\u00e1c t\u00e1c nh\u00e2n \u0111\u01b0\u1ee3c cung c\u1ea5p trong Dapr.<\/li><li><strong>\u0110\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c:<\/strong> Gi\u1ea3m \u0111\u1ed9 ph\u1ee9c t\u1ea1p trong h\u1ec7 th\u1ed1ng b\u1eb1ng c\u00e1ch h\u1ee3p nh\u1ea5t c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t.<\/li><li><strong>T\u0103ng t\u1ed1c th\u1eddi gian \u0111\u01b0a s\u1ea3n ph\u1ea9m ra th\u1ecb tr\u01b0\u1eddng:<\/strong> G\u00f3p ph\u1ea7n tri\u1ec3n khai nhanh ch\u00f3ng c\u00e1c gi\u1ea3i ph\u00e1p AI trong nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng kh\u00e1c nhau.<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">Ph\u00e2n t\u00edch t\u01b0\u01a1ng lai c\u1ee7a th\u1ecb tr\u01b0\u1eddng: tri\u1ec3n v\u1ecdng v\u00e0 th\u00e1ch th\u1ee9c<\/h3>\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc nh\u1eefng \u0111\u1ed5i m\u1edbi \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y, kh\u00f4ng th\u1ec3 ph\u1ee7 nh\u1eadn r\u1eb1ng b\u1ed1i c\u1ea3nh c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u00e1c nh\u00e2n AI \u0111ang chuy\u1ec3n \u0111\u1ed5i ho\u00e0n to\u00e0n. Tuy nhi\u00ean, th\u00e1ch th\u1ee9c v\u1eabn c\u00f2n. C\u00e2u h\u1ecfi v\u1ec1 b\u1ea3o m\u1eadt, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u00e0 h\u00e0i h\u00f2a gi\u1eefa c\u00e1c ti\u00eau chu\u1ea9n kh\u00e1c nhau l\u00e0 r\u1ea5t quan tr\u1ecdng.<\/p>\n\n<p class=\"wp-block-paragraph\">V\u00ec v\u1eady, trong khi c\u00e1c d\u1ef1 \u00e1n nh\u01b0 Kagent v\u00e0 Dapr \u0111ang \u0111\u1ecbnh h\u00ecnh m\u1ed9t t\u01b0\u01a1ng lai th\u00fa v\u1ecb cho AI, th\u00ec th\u00e0nh c\u00f4ng c\u1ee7a ch\u00fang c\u0169ng s\u1ebd ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1ch c\u1ed9ng \u0111\u1ed3ng x\u1eed l\u00fd nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y. H\u1ee3p t\u00e1c s\u1ebd l\u00e0 ch\u00eca kh\u00f3a thi\u1ebft y\u1ebfu trong vi\u1ec7c t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p b\u1ec1n v\u1eefng v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Trong th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 kh\u00f4ng ng\u1eebng thay \u0111\u1ed5i, c\u00e1c khung ngu\u1ed3n m\u1edf d\u00e0nh ri\u00eang cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) th\u1ec3 hi\u1ec7n s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng. Khi AI t\u00e1c nh\u00e2n b\u1eaft \u0111\u1ea7u h\u00ecnh th\u00e0nh, c\u00e1c d\u1ef1 \u00e1n kh\u00e1c nhau \u0111ang xu\u1ea5t hi\u1ec7n \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng k\u1ebft n\u1ed1i gi\u1eefa t\u00e1c nh\u00e2n [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":10108,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[9662,19405,19402,19399,284],"class_list":["post-10136","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe-vi","tag-dai-ly-ai-vi","tag-ha-tang-cntt-vi","tag-khung-nguon-mo-vi","tag-su-phat-trien-cua-cong-nghe-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/10136","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/comments?post=10136"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/10136\/revisions"}],"predecessor-version":[{"id":10137,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/10136\/revisions\/10137"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/10108"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=10136"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=10136"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=10136"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}