{"id":10504,"date":"2025-04-02T13:15:10","date_gmt":"2025-04-02T13:15:10","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=10504"},"modified":"2025-04-02T13:15:12","modified_gmt":"2025-04-02T13:15:12","slug":"giao-thuc-boi-canh-mo-hinh-cong-usb-c-danh-cho-tac-nhan-ai-nhan-loai-thu-hut-su-quan-tam-lon","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/giao-thuc-boi-canh-mo-hinh-cong-usb-c-danh-cho-tac-nhan-ai-nhan-loai-thu-hut-su-quan-tam-lon\/","title":{"rendered":"Giao th\u1ee9c b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh: C\u1ed5ng USB-C d\u00e0nh cho t\u00e1c nh\u00e2n AI nh\u00e2n lo\u1ea1i thu h\u00fat s\u1ef1 quan t\u00e2m l\u1edbn"},"content":{"rendered":"<p class=\"wp-block-paragraph\">K\u1ec3 t\u1eeb khi \u0111\u01b0\u1ee3c ti\u1ebft l\u1ed9 v\u1ec1 <strong>Giao th\u1ee9c b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh<\/strong> (MCP) \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi <strong>nh\u00e2n lo\u1ea1i<\/strong>, phong c\u1ea3nh c\u1ee7a<strong>tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong>, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong l\u0129nh v\u1ef1c <strong>\u0111\u1eb7c v\u1ee5 AI<\/strong>, \u0111\u00e3 c\u00f3 m\u1ed9t b\u01b0\u1edbc chuy\u1ec3n bi\u1ebfn \u0111\u00e1ng k\u1ec3. Tr\u00ecnh b\u00e0y nh\u01b0 l\u00e0 \u201cc\u1ea3ng th\u1ef1c s\u1ef1 <strong>USB-C<\/strong> \u1ee9ng d\u1ee5ng AI\u201d, giao th\u1ee9c ngu\u1ed3n m\u1edf n\u00e0y \u0111\u00e3 thu h\u00fat s\u1ef1 quan t\u00e2m s\u00e2u s\u1eafc c\u1ee7a ng\u01b0\u1eddi ch\u01a1i c\u00f4ng ngh\u1ec7, \u0111\u1eb7c bi\u1ec7t l\u00e0 <strong>Microsoft<\/strong> V\u00e0 <strong>OpenAI<\/strong>. B\u1eb1ng c\u00e1ch t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho <strong>k\u1ebft n\u1ed1i<\/strong> gi\u1eefa c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, MCP m\u1edf ra nh\u1eefng tri\u1ec3n v\u1ecdng m\u1edbi cho vi\u1ec7c ti\u00eau chu\u1ea9n h\u00f3a c\u00e1c t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c nhau. Khi vi\u1ec7c \u00e1p d\u1ee5ng n\u00f3 ng\u00e0y c\u00e0ng lan r\u1ed9ng, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i kh\u00e1m ph\u00e1 \u00fd ngh\u0129a c\u1ee7a s\u1ef1 \u0111\u1ed5i m\u1edbi n\u00e0y v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi t\u01b0\u01a1ng lai c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n<h2 class=\"wp-block-heading\">Giao th\u1ee9c Model Context: m\u1ed9t ti\u00eau chu\u1ea9n thi\u1ebft y\u1ebfu cho c\u00e1c t\u00e1c nh\u00e2n AI<\/h2>\n\n<p class=\"wp-block-paragraph\">THE <strong>Giao th\u1ee9c b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh<\/strong>, \u0111\u01b0\u1ee3c ph\u00e1t \u0111\u1ed9ng b\u1edfi <strong>nh\u00e2n lo\u1ea1i<\/strong> v\u00e0o th\u00e1ng 11 n\u0103m 2024, c\u00f3 m\u1ed9t t\u1ea7m nh\u00ecn \u0111\u1ea7y tham v\u1ecdng: chu\u1ea9n h\u00f3a c\u00e1ch \u1ee9ng d\u1ee5ng truy\u1ec1n ng\u1eef c\u1ea3nh sang m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef (LLM). B\u1eb1ng c\u00e1ch c\u1ee7ng c\u1ed1 c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y, MCP nh\u1eb1m m\u1ee5c \u0111\u00edch chuy\u1ec3n \u0111\u1ed5i c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u00f4ng ngh\u1ec7, gi\u1ed1ng nh\u01b0 c\u00e1p <strong>USB-C<\/strong> c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1c k\u1ebft n\u1ed1i \u0111i\u1ec7n t\u1eed. C\u00e2u h\u1ecfi \u0111\u1eb7t ra: t\u1ea1i sao l\u1ea1i c\u1ea7n ti\u00eau chu\u1ea9n h\u00f3a nh\u01b0 v\u1eady?<\/p>\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc khi t\u1ea1o ra MCP, s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng AI kh\u00e1c nhau th\u01b0\u1eddng h\u1ed7n lo\u1ea1n v\u00e0 k\u00e9m h\u00e0i h\u00f2a. M\u1ed7i \u1ee9ng d\u1ee5ng s\u1eed d\u1ee5ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng, giao th\u1ee9c v\u00e0 giao di\u1ec7n kh\u00e1c nhau, r\u00f5 r\u00e0ng l\u00e0m ph\u1ee9c t\u1ea1p qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 t\u00edch h\u1ee3p. Giao th\u1ee9c Model Context cung c\u1ea5p gi\u1ea3i ph\u00e1p cho th\u00e1ch th\u1ee9c n\u00e0y. S\u1eed d\u1ee5ng m\u1eabu <strong>m\u00e1y kh\u00e1ch-m\u00e1y ch\u1ee7<\/strong>, MCP cho ph\u00e9p th\u00f4ng tin theo ng\u1eef c\u1ea3nh \u0111\u01b0\u1ee3c chia s\u1ebb li\u1ec1n m\u1ea1ch gi\u1eefa c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 LLM kh\u00e1c nhau.<\/p>\n\n<h3 class=\"wp-block-heading\">Nguy\u00ean t\u1eafc k\u1ef9 thu\u1eadt c\u1ee7a MCP<\/h3>\n\n<p class=\"wp-block-paragraph\">M\u1ed9t trong nh\u1eefng kh\u00eda c\u1ea1nh n\u1ec1n t\u1ea3ng c\u1ee7a giao th\u1ee9c l\u00e0 ki\u1ebfn \u200b\u200btr\u00fac k\u1ef9 thu\u1eadt v\u1eefng ch\u1eafc c\u1ee7a n\u00f3, d\u1ef1a tr\u00ean h\u1ec7 th\u1ed1ng <strong>JSON-RPC 2.0<\/strong>. C\u01a1 ch\u1ebf n\u00e0y t\u1ea1o \u0111i\u1ec1u ki\u1ec7n trao \u0111\u1ed5i d\u1eef li\u1ec7u gi\u1eefa m\u00e1y ch\u1ee7, m\u00e1y kh\u00e1ch v\u00e0 m\u00e1y ch\u1ee7, \u0111\u1ed3ng th\u1eddi cung c\u1ea5p s\u1ef1 m\u1ea1nh m\u1ebd c\u1ea7n thi\u1ebft cho c\u00e1c \u1ee9ng d\u1ee5ng quan tr\u1ecdng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 ch\u00ednh \u0111\u1eb7c tr\u01b0ng cho ti\u00eau chu\u1ea9n m\u1edbi n\u00e0y:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Chia s\u1ebb th\u00f4ng tin theo ng\u1eef c\u1ea3nh<\/strong> : \u1ee8ng d\u1ee5ng c\u00f3 th\u1ec3 chuy\u1ec3n th\u00f4ng tin li\u00ean quan t\u1edbi LLM \u0111\u1ec3 c\u00f3 k\u1ebft qu\u1ea3 ph\u00f9 h\u1ee3p h\u01a1n.<\/li><li><strong>Tri\u1ec3n l\u00e3m d\u1ee5ng c\u1ee5<\/strong> : Giao th\u1ee9c gi\u00fap l\u00e0m cho c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 t\u00e0i nguy\u00ean AI d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n.<\/li><li><strong>T\u00edch h\u1ee3p c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p<\/strong> : Nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1c nhau.<\/li><li><strong>T\u01b0\u01a1ng th\u00edch v\u1edbi nhi\u1ec1u c\u00f4ng ngh\u1ec7<\/strong> : MCP kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf m\u1ed9t ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh m\u00e0 gi\u1edd \u0111\u00e2y n\u00f3 bao g\u1ed3m Java, Kotlin, C# v\u00e0 TypeScript.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">T\u00ednh linh ho\u1ea1t m\u00e0 MCP mang l\u1ea1i l\u00e0 m\u1ed9t t\u00e0i s\u1ea3n \u0111\u00e1ng k\u1ec3 cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, cho ph\u00e9p s\u1ef1 s\u00e1ng t\u1ea1o th\u1ef1c s\u1ef1 trong vi\u1ec7c tri\u1ec3n khai c\u00e1c t\u00e1c nh\u00e2n AI. B\u1eb1ng c\u00e1ch l\u00e0m cho c\u00e1c c\u00f4ng c\u1ee5 d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n, MCP mang \u0111\u1ebfn cho c\u00e1c c\u00f4ng ty c\u01a1 h\u1ed9i kh\u00e1m ph\u00e1 c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng m\u1edbi.<\/p>\n\n<h3 class=\"wp-block-heading\">Vi\u1ec7c \u00e1p d\u1ee5ng MCP ng\u00e0y c\u00e0ng t\u0103ng trong h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7<\/h3>\n\n<p class=\"wp-block-paragraph\">Trong v\u00f2ng ch\u01b0a \u0111\u1ea7y s\u00e1u th\u00e1ng k\u1ec3 t\u1eeb khi ra m\u1eaft, MCP \u0111\u00e3 nhanh ch\u00f3ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, thu h\u00fat nhi\u1ec1u ng\u01b0\u1eddi ch\u01a1i trong ng\u00e0nh c\u00f4ng ngh\u1ec7. Ng\u00e0y nay, c\u00e1c c\u00f4ng ty nh\u01b0 <strong>Cisco<\/strong>, <strong>IBM<\/strong>, v\u00e0 th\u1eadm ch\u00ed <strong>Docker<\/strong> \u0111\u00e3 t\u00edch h\u1ee3p giao th\u1ee9c n\u00e0y v\u00e0o quy tr\u00ecnh ph\u00e1t tri\u1ec3n t\u00e1c nh\u00e2n AI c\u1ee7a h\u1ecd.<\/p>\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i n\u00e0y \u0111\u1eb7t ra c\u00e2u h\u1ecfi li\u1ec7u \u0111i\u1ec1u n\u00e0y s\u1ebd c\u00f3 t\u00e1c \u0111\u1ed9ng g\u00ec \u0111\u1ebfn t\u01b0\u01a1ng lai c\u1ee7a c\u00e1c ti\u00eau chu\u1ea9n t\u00edch h\u1ee3p trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7. Th\u1eadt v\u1eady, s\u1ef1 t\u1ed3n t\u1ea1i c\u1ee7a m\u1ed9t ti\u00eau chu\u1ea9n nh\u01b0 MCP c\u00f3 th\u1ec3 g\u00f3p ph\u1ea7n n\u00e2ng cao kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c t\u1ed1t h\u01a1n gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c nhau, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb nhi\u1ec1u gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>Vi\u1ec7c kinh doanh<\/th>\n<th>T\u00edch h\u1ee3p v\u1edbi MCP<\/th>\n<th>\u1ee8ng d\u1ee5ng<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Cisco<\/td>\n<td>\u0110\u00fang<\/td>\n<td>Gi\u1ea3i ph\u00e1p m\u1ea1ng<\/td>\n<\/tr>\n<tr>\n<td>IBM<\/td>\n<td>\u0110\u00fang<\/td>\n<td>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/td>\n<\/tr>\n<tr>\n<td>OpenAI<\/td>\n<td>\u0110\u00fang<\/td>\n<td>Tr\u00f2 chuy\u1ec7n C\u00f4ng c\u1ee5 GPT<\/td>\n<\/tr>\n<tr>\n<td>Microsoft<\/td>\n<td>\u0110\u00fang<\/td>\n<td>X\u01b0\u1edfng phi c\u00f4ng ph\u1ee5<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<h3 class=\"wp-block-heading\">Qu\u1ea3n tr\u1ecb m\u1edf: h\u01b0\u1edbng t\u1edbi h\u1ec7 sinh th\u00e1i h\u1ee3p t\u00e1c<\/h3>\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7n t\u1ea1i, m\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn m\u00e0 giao th\u1ee9c Model Context ph\u1ea3i \u0111\u1ed1i m\u1eb7t l\u00e0 c\u00e2u h\u1ecfi v\u1ec1 kh\u1ea3 n\u0103ng qu\u1ea3n tr\u1ecb c\u1ee7a n\u00f3. <strong>nh\u00e2n lo\u1ea1i<\/strong> mong mu\u1ed1n thi\u1ebft l\u1eadp m\u1ed9t c\u01a1 c\u1ea5u m\u1edf n\u01a1i t\u1ea5t c\u1ea3 c\u00e1c b\u00ean tham gia trong l\u0129nh v\u1ef1c n\u00e0y c\u00f3 th\u1ec3 tham gia v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a MCP. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7t ra nh\u1eefng c\u00e2u h\u1ecfi quan tr\u1ecdng v\u1ec1 h\u01b0\u1edbng \u0111i m\u00e0 s\u00e1ng ki\u1ebfn \u200b\u200bn\u00e0y s\u1ebd th\u1ef1c hi\u1ec7n.<\/p>\n\n<p class=\"wp-block-paragraph\">Trong t\u01b0\u01a1ng lai g\u1ea7n, vi\u1ec7c t\u00edch h\u1ee3p qu\u1ea3n tr\u1ecb h\u1ee3p t\u00e1c c\u00f3 th\u1ec3 gi\u00fap bi\u1ebfn MCP th\u00e0nh m\u1ed9t ti\u00eau chu\u1ea9n ISO th\u1ef1c s\u1ef1, khi\u1ebfn c\u00f4ng c\u1ee5 n\u00e0y tr\u1edf n\u00ean c\u1ea7n thi\u1ebft \u0111\u1ed1i v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c c\u00f4ng ty mong mu\u1ed1n d\u1ea5n th\u00e2n v\u00e0o cu\u1ed9c phi\u00eau l\u01b0u c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Trong s\u1ed1 c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u00f3 \u00fd t\u01b0\u1edfng giao quy\u1ec1n qu\u1ea3n l\u00fd cho m\u1ed9t t\u1ed5 ch\u1ee9c ho\u1eb7c \u1ee7y ban, \u0111i\u1ec1u n\u00e0y s\u1ebd \u0111\u1ea3m b\u1ea3o c\u00e1ch ti\u1ebfp c\u1eadn trung l\u1eadp t\u1eadp trung v\u00e0o nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n<h2 class=\"wp-block-heading\">Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai: h\u1ed9i nh\u1eadp v\u00e0 h\u01a1n th\u1ebf n\u1eefa<\/h2>\n\n<p class=\"wp-block-paragraph\">Giai \u0111o\u1ea1n hi\u1ec7n nay mang t\u00ednh chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ed1i v\u1edbi <strong>Giao th\u1ee9c b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh<\/strong>, trong khi vi\u1ec7c \u00e1p d\u1ee5ng ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a n\u00f3 cho th\u1ea5y m\u1ed9t t\u01b0\u01a1ng lai r\u1ea5t h\u1ee9a h\u1eb9n. Nhu c\u1ea7u v\u1ec1 c\u00e1c ti\u00eau chu\u1ea9n quy ph\u1ea1m ng\u00e0y c\u00e0ng tr\u1edf n\u00ean c\u1ea5p thi\u1ebft trong m\u1ed9t th\u1ebf gi\u1edbi n\u01a1i<strong>s\u1ef1 \u0111\u1ed5i m\u1edbi<\/strong> v\u00e0<strong>tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong> ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh ch\u00f3ng. \u0110i\u1ec1u g\u00ec ti\u1ebfp theo cho MCP v\u00e0 n\u00f3 s\u1ebd \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng t\u00e1c gi\u1eefa con ng\u01b0\u1eddi v\u00e0 m\u00e1y m\u00f3c trong t\u01b0\u01a1ng lai nh\u01b0 th\u1ebf n\u00e0o?<\/p>\n\n<h3 class=\"wp-block-heading\">C\u00e1c t\u00ednh n\u0103ng s\u1eafp t\u1edbi \u0111\u1ec3 l\u00e0m phong ph\u00fa th\u00eam MCP<\/h3>\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i phi\u00ean b\u1ea3n hi\u1ec7n t\u1ea1i, s\u1ef1 ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai c\u1ee7a MCP nh\u1eb1m m\u1ee5c \u0111\u00edch t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn v\u00e0 t\u00ednh \u0111a d\u1ea1ng v\u1ec1 ch\u1ee9c n\u0103ng c\u1ee7a n\u00f3. Trong s\u1ed1 c\u00e1c d\u1ef1 \u00e1n hi\u1ec7n nay c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Kh\u00e1m ph\u00e1 d\u1ecbch v\u1ee5<\/strong> : S\u1ed5 \u0111\u0103ng k\u00fd m\u00e1y ch\u1ee7 MCP \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n truy c\u1eadp th\u00f4ng tin.<\/li><li><strong>H\u1ed7 tr\u1ee3 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kh\u00f4ng qu\u1ed1c t\u1ecbch<\/strong> : \u0110\u1ec3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng.<\/li><li><strong>H\u1ed7 tr\u1ee3 \u0111a ph\u01b0\u01a1ng ti\u1ec7n<\/strong> : T\u00edch h\u1ee3p \u00e2m thanh v\u00e0 video \u0111\u1ec3 l\u00e0m phong ph\u00fa th\u00eam s\u1ef1 t\u01b0\u01a1ng t\u00e1c.<\/li><li><strong>T\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c c\u1ea3i ti\u1ebfn<\/strong> : \u0110\u1ec3 l\u00e0m cho giao th\u1ee9c tr\u1edf n\u00ean h\u1ee3p l\u00fd h\u01a1n n\u1eefa \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">B\u1eb1ng c\u00e1ch l\u1eadp k\u1ebf ho\u1ea1ch cho nh\u1eefng ph\u00e1t tri\u1ec3n n\u00e0y, <strong>nh\u00e2n lo\u1ea1i<\/strong> th\u1ec3 hi\u1ec7n cam k\u1ebft c\u1ee7a m\u00ecnh trong vi\u1ec7c bi\u1ebfn MCP tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 hi\u1ec7u su\u1ea5t cao ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u \u0111a d\u1ea1ng c\u1ee7a doanh nghi\u1ec7p.<\/p>\n\n<h3 class=\"wp-block-heading\">Gia t\u0103ng s\u1ef1 c\u1ea1nh tranh gi\u1eefa nh\u1eefng ng\u01b0\u1eddi tham gia th\u1ecb tr\u01b0\u1eddng<\/h3>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 th\u00e0nh c\u00f4ng ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a MCP kh\u00f4ng \u0111\u01b0\u1ee3c ch\u00fa \u00fd. \u0110\u00e3, <strong>Google<\/strong> \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1ec1 t\u00ednh kh\u1ea3 thi c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng ti\u00eau chu\u1ea9n n\u00e0y. <strong>Sundar Pichai<\/strong>, Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh c\u1ee7a c\u00f4ng ty, g\u1ea7n \u0111\u00e2y \u0111\u00e3 b\u00e0y t\u1ecf s\u1ef1 quan t\u00e2m \u0111\u1ebfn ch\u1ee7 \u0111\u1ec1 n\u00e0y, b\u1eb1ng ch\u1ee9ng cho th\u1ea5y s\u1ee9c h\u1ea5p d\u1eabn c\u1ee7a MCP c\u00f3 t\u00ednh to\u00e0n c\u1ea7u. Vi\u1ec7c \u00e1p d\u1ee5ng giao th\u1ee9c n\u00e0y c\u00f3 kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh l\u1ea1i m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 v\u00e0 nh\u1ea5n m\u1ea1nh v\u00e0o nhu c\u1ea7u t\u1ea1o ra c\u00e1c ti\u00eau chu\u1ea9n linh ho\u1ea1t v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 \u0111\u00e1p l\u1ea1i \u0111\u1ed9ng l\u1ef1c n\u00e0y, m\u1ed9t s\u1ed1 c\u00f4ng ty kh\u00e1c c\u00f3 th\u1ec3 quy\u1ebft \u0111\u1ecbnh ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng k\u1ebft n\u1ed1i c\u1ee7a ri\u00eang h\u1ecd, t\u1eeb \u0111\u00f3 \u0111\u1ea9y s\u1ef1 c\u1ea1nh tranh l\u00ean m\u1ed9t t\u1ea7m cao m\u1edbi. Khi \u0111i theo h\u01b0\u1edbng n\u00e0y, nh\u1eefng ng\u01b0\u1eddi tham gia th\u1ecb tr\u01b0\u1eddng ph\u1ea3i c\u00e2n nh\u1eafc l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ed9c quy\u1ec1n v\u1edbi l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng th\u1ed1ng nh\u1ea5t nh\u01b0 gi\u1ea3i ph\u00e1p MCP \u0111\u01b0a ra.<\/p>\n\n<h2 class=\"wp-block-heading\">\u00dd ngh\u0129a c\u1ee7a giao th\u1ee9c Model Context \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p<\/h2>\n\n<p class=\"wp-block-paragraph\">V\u1edbi s\u1ef1 gia t\u0103ng c\u1ee7a <strong>Giao th\u1ee9c b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh<\/strong>, \u0111i\u1ec1u c\u1ea7n thi\u1ebft l\u00e0 ph\u1ea3i nh\u1eadn ra \u00fd ngh\u0129a c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p t\u00edch h\u1ee3p<strong>tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong> trong c\u00e1c qu\u00e1 tr\u00ecnh c\u1ee7a h\u1ecd. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 mang l\u1ea1i nh\u1eefng bi\u1ebfn \u0111\u1ed5i g\u00ec cho c\u00e1c l\u0129nh v\u1ef1c ho\u1ea1t \u0111\u1ed9ng kh\u00e1c nhau?<\/p>\n\n<h3 class=\"wp-block-heading\">T\u00e1c \u0111\u1ed9ng \u0111\u1ebfn \u0111\u1ed5i m\u1edbi kinh doanh<\/h3>\n\n<p class=\"wp-block-paragraph\">Kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i d\u1ec5 d\u00e0ng v\u1edbi c\u00e1c LLM kh\u00e1c nhau khuy\u1ebfn kh\u00edch v\u0103n h\u00f3a<strong>s\u1ef1 \u0111\u1ed5i m\u1edbi<\/strong> trong c\u00e1c doanh nghi\u1ec7p. B\u1eb1ng c\u00e1ch h\u1ed7 tr\u1ee3 giao ti\u1ebfp gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n AI, MCP cho ph\u00e9p doanh nghi\u1ec7p th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e2n t\u00edch s\u00e2u h\u01a1n v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p thi\u1ebft th\u1ef1c ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>L\u0129nh v\u1ef1c ho\u1ea1t \u0111\u1ed9ng<\/th>\n<th>T\u00e1c \u0111\u1ed9ng ti\u1ec1m t\u00e0ng c\u1ee7a MCP<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>T\u00e0i ch\u00ednh<\/td>\n<td>Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n cho \u0111\u1ea7u t\u01b0<\/td>\n<\/tr>\n<tr>\n<td>S\u1ee9c kh\u1ecfe<\/td>\n<td>Ch\u1ea9n \u0111o\u00e1n \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1ef1c<\/td>\n<\/tr>\n<tr>\n<td>Gi\u00e1o d\u1ee5c<\/td>\n<td>C\u00e1 nh\u00e2n h\u00f3a l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">V\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng \u0111a d\u1ea1ng nh\u01b0 v\u1eady, t\u00e1c \u0111\u1ed9ng c\u1ee7a MCP kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf vi\u1ec7c c\u1ea3i thi\u1ec7n c\u00e1c quy tr\u00ecnh n\u1ed9i b\u1ed9 m\u00e0 c\u00f2n c\u00f3 th\u1ec3 c\u00e1ch m\u1ea1ng h\u00f3a tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn th\u00f4ng tin.<\/p>\n\n<h3 class=\"wp-block-heading\">\u00c1p d\u1ee5ng d\u1ea7n d\u1ea7n v\u00e0 h\u1ee3p l\u00fd<\/h3>\n\n<p class=\"wp-block-paragraph\">B\u1ea5t ch\u1ea5p nh\u1eefng l\u1ee3i th\u1ebf kh\u00f4ng th\u1ec3 ph\u1ee7 nh\u1eadn n\u00e0y, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 c\u00e1c c\u00f4ng ty ph\u1ea3i \u00e1p d\u1ee5ng MCP m\u1ed9t c\u00e1ch h\u1ee3p l\u00fd. Vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i sang m\u1ed9t ti\u00eau chu\u1ea9n nh\u01b0 th\u1ebf n\u00e0y c\u00f3 th\u1ec3 g\u00e2y ra nh\u1eefng kh\u00f3 kh\u0103n v\u1ec1 k\u1ef9 thu\u1eadt v\u00e0 nh\u1eefng c\u00e2n nh\u1eafc v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c, \u0111\u1eb7c bi\u1ec7t l\u00e0 v\u1ec1 qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u. Do \u0111\u00f3, c\u00e1c c\u00f4ng ty ph\u1ea3i chu\u1ea9n b\u1ecb \u0111\u1ec3 \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y \u0111\u1ed3ng th\u1eddi t\u1eadn d\u1ee5ng nh\u1eefng \u0111\u1ed5i m\u1edbi m\u00e0 khu\u00f4n kh\u1ed5 m\u1edbi n\u00e0y mang l\u1ea1i.<\/p>\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi c\u00e1c t\u00e1c nh\u00e2n AI<\/h2>\n\n<p class=\"wp-block-paragraph\">Trong khi t\u01b0\u01a1ng lai c\u00f3 v\u1ebb t\u01b0\u01a1i s\u00e1ng cho <strong>Giao th\u1ee9c b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh<\/strong>, v\u1eabn c\u00f2n nhi\u1ec1u th\u00e1ch th\u1ee9c C\u00e1c doanh nghi\u1ec7p trong ng\u00e0nh, bao g\u1ed3m <strong>nh\u00e2n lo\u1ea1i<\/strong>, ph\u1ea3i lu\u00f4n c\u1ea3nh gi\u00e1c v\u00e0 l\u01b0\u1eddng tr\u01b0\u1edbc nh\u1eefng tr\u1edf ng\u1ea1i cho vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n\n<h3 class=\"wp-block-heading\">Ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt v\u00e0 t\u01b0\u01a1ng th\u00edch<\/h3>\n\n<p class=\"wp-block-paragraph\">M\u1ed9t th\u00e1ch th\u1ee9c ch\u00ednh l\u00e0 nhu c\u1ea7u thi\u1ebft l\u1eadp c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt m\u1ea1nh m\u1ebd. C\u00e2u h\u1ecfi v\u1ec1 t\u00ednh t\u01b0\u01a1ng th\u00edch gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng tin kh\u00e1c nhau c\u0169ng ph\u1ea3i \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 t\u00edch h\u1ee3p h\u00e0i h\u00f2a v\u00e0o m\u00f4i tr\u01b0\u1eddng kinh doanh. H\u01a1n n\u1eefa, khi n\u00f3i \u0111\u1ebfn <strong>k\u1ebft n\u1ed1i<\/strong> gi\u1eefa m\u1ed9t s\u1ed1 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, qu\u1ea3n l\u00fd quy\u1ec1n v\u00e0 x\u00e1c th\u1ef1c ng\u01b0\u1eddi d\u00f9ng s\u1ebd tr\u1edf th\u00e0nh v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng.<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Ti\u00eau chu\u1ea9n an to\u00e0n nghi\u00eam ng\u1eb7t<\/strong> : \u0110\u1ec3 b\u1ea3o v\u1ec7 th\u00f4ng tin nh\u1ea1y c\u1ea3m.<\/li><li><strong>T\u1ef7 l\u1ec7 t\u01b0\u01a1ng th\u00edch cao<\/strong> : \u0110\u1ea3m b\u1ea3o t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch.<\/li><li><strong>Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u00e1 nh\u00e2n<\/strong> : \u0110\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y \u0111\u00f2i h\u1ecfi s\u1ef1 quan t\u00e2m \u0111\u1eb7c bi\u1ec7t t\u1eeb c\u00e1c c\u00f4ng ty mu\u1ed1n tri\u1ec3n khai c\u00e1c t\u00e1c nh\u00e2n AI s\u1eed d\u1ee5ng MCP.<\/p>\n\n<h3 class=\"wp-block-heading\">S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a s\u1ef1 mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng<\/h3>\n\n<p class=\"wp-block-paragraph\">Khi giao th\u1ee9c B\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn r\u1ed9ng r\u00e3i h\u01a1n, ng\u01b0\u1eddi d\u00f9ng v\u00e0 doanh nghi\u1ec7p s\u1ebd ng\u00e0y c\u00e0ng k\u1ef3 v\u1ecdng nhi\u1ec1u h\u01a1n v\u1ec1 kh\u1ea3 n\u0103ng c\u1ee7a n\u00f3. Do \u0111\u00f3, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n b\u1eaft bu\u1ed9c ph\u1ea3i l\u01b0\u1eddng tr\u01b0\u1edbc nh\u1eefng nhu c\u1ea7u n\u00e0y b\u1eb1ng c\u00e1ch thi\u1ebft k\u1ebf c\u00e1c h\u1ec7 th\u1ed1ng linh ho\u1ea1t v\u00e0 \u0111\u00e1p \u1ee9ng. S\u1ef1 ph\u00e1t tri\u1ec3n ch\u1ee7 \u0111\u1ed9ng n\u00e0y s\u1ebd gi\u00fap t\u1ed1i \u0111a h\u00f3a vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0 tr\u00e1nh s\u1ef1 th\u1ea5t v\u1ecdng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n<p class=\"wp-block-paragraph\">T\u00f3m l\u1ea1i, th\u00e1ch th\u1ee9c ch\u00ednh kh\u00f4ng ch\u1ec9 l\u00e0 vi\u1ec7c tri\u1ec3n khai giao th\u1ee9c m\u00e0 c\u00f2n l\u00e0 \u0111i\u1ec1u ch\u1ec9nh n\u00f3 \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nh\u1eefng thay \u0111\u1ed5i tr\u00ean th\u1ecb tr\u01b0\u1eddng v\u00e0 mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110\u00e2y l\u00e0 n\u01a1i chuy\u00ean m\u00f4n t\u1eadp th\u1ec3 c\u1ee7a nh\u1eefng ng\u01b0\u1eddi trong ng\u00e0nh s\u1ebd \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong th\u00e0nh c\u00f4ng trong t\u01b0\u01a1ng lai c\u1ee7a MCP.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>K\u1ec3 t\u1eeb khi \u0111\u01b0\u1ee3c ti\u1ebft l\u1ed9 v\u1ec1 Giao th\u1ee9c b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh (MCP) \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi nh\u00e2n lo\u1ea1i, phong c\u1ea3nh c\u1ee7atr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong l\u0129nh v\u1ef1c \u0111\u1eb7c v\u1ee5 AI, \u0111\u00e3 c\u00f3 m\u1ed9t b\u01b0\u1edbc chuy\u1ec3n bi\u1ebfn \u0111\u00e1ng k\u1ec3. Tr\u00ecnh b\u00e0y nh\u01b0 l\u00e0 \u201cc\u1ea3ng th\u1ef1c s\u1ef1 USB-C \u1ee9ng d\u1ee5ng AI\u201d, giao [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":10472,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[20189,957,9662,1761,20192],"class_list":["post-10504","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe-vi","tag-boi-canh-mo-hinh-giao-thuc-vi","tag-cong-nghe-vi","tag-dai-ly-ai-vi","tag-nhan-loai-vi","tag-usb-c-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/10504","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=10504"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/10504\/revisions"}],"predecessor-version":[{"id":10505,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/10504\/revisions\/10505"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/10472"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=10504"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=10504"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=10504"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}