{"id":66815,"date":"2026-06-23T09:13:05","date_gmt":"2026-06-23T02:13:05","guid":{"rendered":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/"},"modified":"2026-06-24T18:31:40","modified_gmt":"2026-06-24T11:31:40","slug":"amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/aws.cmctelecom.vn\/en\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/","title":{"rendered":"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p"},"content":{"rendered":"

C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) hi\u1ec7n nay th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n khi ph\u1ea3i ph\u00e2n t\u00edch c\u00e1c t\u00e0i li\u1ec7u kh\u1ed5ng l\u1ed3 d\u00e0i h\u00e0ng tri\u1ec7u k\u00fd t\u1ef1, do b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi “c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh” (context window). M\u1edbi \u0111\u00e2y, AWS \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed9t ph\u00e1 s\u1eed d\u1ee5ng Recursive Language Models (RLM)<\/em> tr\u00ean n\u1ec1n t\u1ea3ng Amazon Bedrock AgentCore, cho ph\u00e9p c\u00e1c agent AI x\u1eed l\u00fd v\u00e0 suy lu\u1eadn tr\u00ean c\u00e1c t\u00e0i li\u1ec7u v\u1edbi dung l\u01b0\u1ee3ng kh\u00f4ng gi\u1edbi h\u1ea1n, m\u1edf ra ti\u1ec1m n\u0103ng \u1ee9ng d\u1ee5ng to l\u1edbn cho doanh nghi\u1ec7p.<\/p>\n

Th\u00e1ch th\u1ee9c t\u1eeb gi\u1edbi h\u1ea1n c\u1ee7a Context Window<\/h2>\n

Khi doanh nghi\u1ec7p c\u1ea7n ph\u00e2n t\u00edch c\u00e1c t\u00e0i li\u1ec7u ph\u1ee9c t\u1ea1p nh\u01b0 b\u00e1o c\u00e1o t\u00e0i ch\u00ednh th\u01b0\u1eddng ni\u00ean d\u00e0i h\u00e0ng tr\u0103m trang, h\u1ed3 s\u01a1 ph\u00e1p l\u00fd, hay t\u00e0i li\u1ec7u nghi\u00ean c\u1ee9u khoa h\u1ecdc, h\u1ecd th\u01b0\u1eddng v\u1ea5p ph\u1ea3i r\u00e0o c\u1ea3n v\u1ec1 context window c\u1ee7a LLM. N\u1ebfu \u0111\u01b0a to\u00e0n b\u1ed9 t\u00e0i li\u1ec7u v\u00e0o, m\u00f4 h\u00ecnh s\u1ebd t\u1eeb ch\u1ed1i x\u1eed l\u00fd ho\u1eb7c \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi d\u1ef1a tr\u00ean th\u00f4ng tin kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7.<\/p>\n

Ngay c\u1ea3 v\u1edbi c\u00e1c m\u00f4 h\u00ecnh c\u00f3 context window l\u1edbn, ch\u00fang v\u1eabn c\u00f3 th\u1ec3 g\u1eb7p ph\u1ea3i v\u1ea5n \u0111\u1ec1 “lost in the middle” \u2013 t\u1ee9c l\u00e0 kh\u00f3 ch\u00fa \u00fd \u0111\u1ebfn c\u00e1c th\u00f4ng tin n\u1eb1m \u1edf gi\u1eefa m\u1ed9t v\u0103n b\u1ea3n d\u00e0i. \u0110\u00e2y l\u00e0 m\u1ed9t gi\u1edbi h\u1ea1n c\u1ed1 h\u1eefu m\u00e0 ch\u1ec9 k\u1ef9 thu\u1eadt prompt engineering kh\u00f4ng th\u1ec3 gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3. Doanh nghi\u1ec7p c\u1ea7n m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn t\u00e1ch bi\u1ec7t ho\u00e0n to\u00e0n dung l\u01b0\u1ee3ng t\u00e0i li\u1ec7u kh\u1ecfi context window c\u1ee7a m\u00f4 h\u00ecnh.<\/p>\n

M\u00f4 h\u00ecnh Ng\u00f4n ng\u1eef \u0110\u1ec7 quy (RLM): M\u1ed9t h\u01b0\u1edbng ti\u1ebfp c\u1eadn m\u1edbi<\/h2>\n

Ph\u01b0\u01a1ng ph\u00e1p Recursive Language Models (RLM)<\/em>, hay M\u00f4 h\u00ecnh Ng\u00f4n ng\u1eef \u0110\u1ec7 quy, thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ti\u1ebfp c\u1eadn v\u1ea5n \u0111\u1ec1. Thay v\u00ec n\u1ea1p to\u00e0n b\u1ed9 t\u00e0i li\u1ec7u v\u00e0o context window, RLM xem t\u00e0i li\u1ec7u \u0111\u1ea7u v\u00e0o nh\u01b0 m\u1ed9t m\u00f4i tr\u01b0\u1eddng b\u00ean ngo\u00e0i m\u00e0 m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c m\u1ed9t c\u00e1ch c\u00f3 l\u1eadp tr\u00ecnh.<\/p>\n

\"S\u01a1<\/figure>\n

M\u1ed9t LLM g\u1ed1c (root LLM) s\u1ebd \u0111i\u1ec1u ph\u1ed1i to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh. N\u00f3 nh\u1eadn y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, sau \u0111\u00f3 t\u1ef1 vi\u1ebft m\u00e3 \u0111\u1ec3 t\u00ecm ki\u1ebfm, c\u1eaft l\u00e1t v\u00e0 ph\u00e2n t\u00edch t\u00e0i li\u1ec7u theo t\u1eebng b\u01b0\u1edbc. Khi c\u1ea7n hi\u1ec3u s\u00e2u m\u1ed9t ph\u1ea7n c\u1ee5 th\u1ec3, n\u00f3 s\u1ebd \u1ee7y th\u00e1c nhi\u1ec7m v\u1ee5 cho m\u1ed9t LLM ph\u1ee5 (sub-LLM). K\u1ebft qu\u1ea3 ph\u00e2n t\u00edch c\u1ee7a sub-LLM \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong b\u1ed9 nh\u1edb \u0111\u1ec7m d\u01b0\u1edbi d\u1ea1ng bi\u1ebfn Python, thay v\u00ec chi\u1ebfm d\u1ee5ng kh\u00f4ng gian trong context window c\u1ee7a LLM g\u1ed1c. C\u1ea5u tr\u00fac \u0111\u1ec7 quy n\u00e0y cho ph\u00e9p m\u00f4 h\u00ecnh x\u1eed l\u00fd c\u00e1c t\u00e0i li\u1ec7u c\u00f3 \u0111\u1ed9 d\u00e0i b\u1ea5t k\u1ef3.<\/p>\n

Ki\u1ebfn tr\u00fac tr\u00ean Amazon Bedrock AgentCore<\/h2>\n

AWS \u0111\u00e3 hi\u1ec7n th\u1ef1c h\u00f3a ki\u1ebfn tr\u00fac RLM b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p Amazon Bedrock AgentCore Code Interpreter v\u00e0 Strands Agents SDK. Ki\u1ebfn tr\u00fac n\u00e0y g\u1ed3m ba th\u00e0nh ph\u1ea7n ch\u00ednh:<\/p>\n

    \n
  • Root LLM agent<\/strong>: X\u00e2y d\u1ef1ng b\u1eb1ng Strands Agents SDK, nh\u1eadn y\u00eau c\u1ea7u v\u00e0 quy\u1ebft \u0111\u1ecbnh \u0111o\u1ea1n m\u00e3 Python n\u00e0o c\u1ea7n th\u1ef1c thi.<\/li>\n
  • Bedrock AgentCore Code Interpreter<\/strong>: Cung c\u1ea5p m\u1ed9t m\u00f4i tr\u01b0\u1eddng Python sandbox<\/em> an to\u00e0n, ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t b\u1ed9 nh\u1edb l\u00e0m vi\u1ec7c (working memory) b\u1ec1n b\u1ec9. To\u00e0n b\u1ed9 t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea3i v\u00e0o m\u00f4i tr\u01b0\u1eddng n\u00e0y.<\/li>\n
  • H\u00e0m llm_query()<\/code><\/strong>: Cho ph\u00e9p agent g\u1ecdi tr\u1ef1c ti\u1ebfp c\u00e1c sub-LLM c\u1ee7a Amazon Bedrock t\u1eeb b\u00ean trong m\u00f4i tr\u01b0\u1eddng sandbox, gi\u1eef cho k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch c\u1ee5c b\u1ed9 v\u00e0 kh\u00f4ng l\u00e0m \u0111\u1ea7y context window c\u1ee7a root LLM.<\/li>\n<\/ul>\n
    \"Ki\u1ebfn<\/figure>\n

    Nh\u1edd ch\u1ebf \u0111\u1ed9 m\u1ea1ng PUBLIC<\/code> c\u1ee7a Code Interpreter, m\u00f4i tr\u01b0\u1eddng sandbox c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c l\u1ec7nh g\u1ecdi API ra b\u00ean ngo\u00e0i t\u1edbi Amazon Bedrock. Tr\u1ea1ng th\u00e1i phi\u00ean l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c duy tr\u00ec li\u00ean t\u1ee5c, cho ph\u00e9p c\u00e1c k\u1ebft qu\u1ea3 trung gian \u0111\u01b0\u1ee3c t\u00edch l\u0169y, t\u1ea1o ra m\u1ed9t b\u1ed9 nh\u1edb l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 cho m\u00f4 h\u00ecnh trong su\u1ed1t qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch.<\/p>\n

    Hi\u1ec7u qu\u1ea3 v\u01b0\u1ee3t tr\u1ed9i \u0111\u00e3 \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng<\/h2>\n

    Hi\u1ec7u qu\u1ea3 c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p RLM \u0111\u00e3 \u0111\u01b0\u1ee3c AWS \u0111\u00e1nh gi\u00e1 tr\u00ean b\u1ed9 benchmark LongBench v2<\/strong>, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ki\u1ec3m tra kh\u1ea3 n\u0103ng suy lu\u1eadn c\u1ee7a LLM tr\u00ean c\u00e1c ng\u1eef c\u1ea3nh d\u00e0i.<\/p>\n

    K\u1ebft qu\u1ea3 cho th\u1ea5y ba \u0111i\u1ec3m ch\u00ednh:<\/p>\n

      \n
    1. \u0110\u1ed9 tin c\u1eady 100%<\/strong>: C\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng th\u1ea5t b\u1ea1i khi t\u00e0i li\u1ec7u qu\u00e1 l\u1edbn. Ng\u01b0\u1ee3c l\u1ea1i, RLM \u0111\u1ea1t t\u1ef7 l\u1ec7 x\u1eed l\u00fd th\u00e0nh c\u00f4ng 100%<\/strong> tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c th\u1eed nghi\u1ec7m, v\u00ec n\u00f3 \u0111\u00e3 lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o k\u00edch th\u01b0\u1edbc context window.<\/li>\n
    2. C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u00e1ng k\u1ec3<\/strong>: Tr\u00ean t\u00e1c v\u1ee5 h\u1ecfi \u0111\u00e1p t\u00e0i ch\u00ednh, RLM gi\u00fap \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh Claude Opus 4.6 t\u0103ng t\u1eeb 66.7% l\u00ean 80.0%<\/strong>. Tr\u00ean t\u00e1c v\u1ee5 ph\u00e2n t\u00edch m\u00e3 ngu\u1ed3n, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a Claude Sonnet 4.5 t\u0103ng v\u1ecdt t\u1eeb 20.0% l\u00ean 76.0%<\/strong>. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y RLM kh\u00f4ng ch\u1ec9 x\u1eed l\u00fd \u0111\u01b0\u1ee3c nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n m\u00e0 c\u00f2n gi\u00fap m\u00f4 h\u00ecnh suy lu\u1eadn t\u1ed1t h\u01a1n.<\/li>\n
    3. T\u1ed1i \u01b0u chi ph\u00ed<\/strong>: Nghi\u00ean c\u1ee9u c\u0169ng ch\u1ec9 ra r\u1eb1ng vi\u1ec7c s\u1eed d\u1ee5ng m\u1ed9t sub-LLM nh\u1ecf h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed h\u01a1n (nh\u01b0 Claude Haiku 4.5) kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c cu\u1ed1i c\u00f9ng. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p doanh nghi\u1ec7p c\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u n\u0103ng v\u00e0 chi ph\u00ed khi tri\u1ec3n khai.<\/li>\n<\/ol>\n

      L\u01b0u \u00fd cho doanh nghi\u1ec7p<\/h2>\n

      Khi \u00e1p d\u1ee5ng RLM, doanh nghi\u1ec7p c\u1ea7n c\u00e2n nh\u1eafc m\u1ed9t v\u00e0i y\u1ebfu t\u1ed1:<\/p>\n

        \n
      • \u0110\u1ed9 tr\u1ec5<\/strong>: RLM \u0111\u00e1nh \u0111\u1ed5i \u0111\u1ed9 tr\u1ec5 \u0111\u1ec3 l\u1ea5y n\u0103ng l\u1ef1c x\u1eed l\u00fd. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y ph\u00f9 h\u1ee3p nh\u1ea5t cho c\u00e1c t\u00e1c v\u1ee5 ph\u00e2n t\u00edch offline ho\u1eb7c x\u1eed l\u00fd theo l\u00f4, n\u01a1i th\u1eddi gian ph\u1ea3n h\u1ed3i kh\u00f4ng ph\u1ea3i l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u.<\/li>\n
      • Cost<\/strong>: M\u1ed7i t\u00e1c v\u1ee5 RLM bao g\u1ed3m nhi\u1ec1u l\u1ec7nh g\u1ecdi m\u00f4 h\u00ecnh. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ed1i \u01b0u chi ph\u00ed b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh l\u1edbn, m\u1ea1nh m\u1ebd l\u00e0m root LLM v\u00e0 m\u1ed9t m\u00f4 h\u00ecnh nh\u1ecf h\u01a1n, nhanh h\u01a1n l\u00e0m sub-LLM.<\/li>\n
      • Prompt Engineering<\/strong>: Vai tr\u00f2 c\u1ee7a prompt v\u1eabn r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 h\u01b0\u1edbng d\u1eabn m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, gi\u1ea3m thi\u1ec3u c\u00e1c l\u1ec7nh g\u1ecdi kh\u00f4ng c\u1ea7n thi\u1ebft v\u00e0 c\u1ea3i thi\u1ec7n \u0111\u1ed9 tr\u1ec5.<\/li>\n<\/ul>\n

        B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p Amazon Bedrock AgentCore Code Interpreter v\u1edbi ph\u01b0\u01a1ng ph\u00e1p RLM, c\u00e1c doanh nghi\u1ec7p gi\u1edd \u0111\u00e2y \u0111\u00e3 c\u00f3 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 khai ph\u00e1 th\u00f4ng tin t\u1eeb nh\u1eefng b\u1ed9 d\u1eef li\u1ec7u v\u0103n b\u1ea3n l\u1edbn nh\u1ea5t, t\u1eeb ph\u00e2n t\u00edch t\u00e0i ch\u00ednh, r\u00e0 so\u00e1t ph\u00e1p l\u00fd, nghi\u00ean c\u1ee9u khoa h\u1ecdc \u0111\u1ebfn ki\u1ec3m to\u00e1n tu\u00e2n th\u1ee7.<\/p>","protected":false},"excerpt":{"rendered":"

        C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) hi\u1ec7n nay th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n khi ph\u1ea3i ph\u00e2n t\u00edch c\u00e1c t\u00e0i li\u1ec7u kh\u1ed5ng l\u1ed3 d\u00e0i h\u00e0ng tri\u1ec7u k\u00fd t\u1ef1, do b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi “c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh” (context window). M\u1edbi \u0111\u00e2y, AWS \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed9t ph\u00e1 s\u1eed d\u1ee5ng Recursive Language Models (RLM)…<\/p>","protected":false},"author":22,"featured_media":66812,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-66815","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ctelers-blogs"],"acf":[],"yoast_head":"\nAmazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p | CMC Telecom<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aws.cmctelecom.vn\/en\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) hi\u1ec7n nay th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n khi ph\u1ea3i ph\u00e2n t\u00edch c\u00e1c t\u00e0i li\u1ec7u kh\u1ed5ng l\u1ed3 d\u00e0i h\u00e0ng tri\u1ec7u k\u00fd t\u1ef1, do b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi “c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh” (context window). M\u1edbi \u0111\u00e2y, AWS \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed9t ph\u00e1 s\u1eed d\u1ee5ng Recursive Language Models (RLM)...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aws.cmctelecom.vn\/en\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/\" \/>\n<meta property=\"og:site_name\" content=\"CMC Telecom\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/CMCTelecomOfficial\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-23T02:13:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-24T11:31:40+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"731\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"publisher-bot\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"publisher-bot\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/\"},\"author\":{\"name\":\"publisher-bot\",\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#\\\/schema\\\/person\\\/630c0582c38b5246ea44d055155d721e\"},\"headline\":\"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p\",\"datePublished\":\"2026-06-23T02:13:05+00:00\",\"dateModified\":\"2026-06-24T11:31:40+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/\"},\"wordCount\":1566,\"publisher\":{\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg\",\"articleSection\":[\"Blogs\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/\",\"url\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/\",\"name\":\"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p | CMC Telecom\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg\",\"datePublished\":\"2026-06-23T02:13:05+00:00\",\"dateModified\":\"2026-06-24T11:31:40+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/#primaryimage\",\"url\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg\",\"contentUrl\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg\",\"width\":1280,\"height\":731},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/06\\\/23\\\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Trang ch\u1ee7\",\"item\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Blogs\",\"item\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/danh-muc-tin-tuc\\\/ctelers-blogs\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#website\",\"url\":\"https:\\\/\\\/203.205.9.105\\\/\",\"name\":\"CMC Telecom\",\"description\":\"\u0110\u1ed1i t\u00e1c D\u1ecbch v\u1ee5 C\u1ea5p cao c\u1ee7a AWS t\u1ea1i Vi\u1ec7t Nam\",\"publisher\":{\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#organization\"},\"alternateName\":\"AWS Advanced Partner in Vietnam\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/203.205.9.105\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#organization\",\"name\":\"CMC Telecom\",\"alternateName\":\"CMC Telecom\",\"url\":\"https:\\\/\\\/203.205.9.105\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/cmc-telecom-logo.png\",\"contentUrl\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/cmc-telecom-logo.png\",\"width\":400,\"height\":96,\"caption\":\"CMC Telecom\"},\"image\":{\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/CMCTelecomOfficial\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/203.205.9.105\\\/#\\\/schema\\\/person\\\/630c0582c38b5246ea44d055155d721e\",\"name\":\"publisher-bot\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"caption\":\"publisher-bot\"},\"url\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/en\\\/author\\\/publisher-bot\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p | CMC Telecom","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/aws.cmctelecom.vn\/en\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/","og_locale":"en_US","og_type":"article","og_title":"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p | CMC Telecom","og_description":"C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) hi\u1ec7n nay th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n khi ph\u1ea3i ph\u00e2n t\u00edch c\u00e1c t\u00e0i li\u1ec7u kh\u1ed5ng l\u1ed3 d\u00e0i h\u00e0ng tri\u1ec7u k\u00fd t\u1ef1, do b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi “c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh” (context window). M\u1edbi \u0111\u00e2y, AWS \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed9t ph\u00e1 s\u1eed d\u1ee5ng Recursive Language Models (RLM)...","og_url":"https:\/\/aws.cmctelecom.vn\/en\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/","og_site_name":"CMC Telecom","article_publisher":"https:\/\/www.facebook.com\/CMCTelecomOfficial","article_published_time":"2026-06-23T02:13:05+00:00","article_modified_time":"2026-06-24T11:31:40+00:00","og_image":[{"width":1280,"height":731,"url":"http:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg","type":"image\/jpeg"}],"author":"publisher-bot","twitter_card":"summary_large_image","twitter_misc":{"Written by":"publisher-bot","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/#article","isPartOf":{"@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/"},"author":{"name":"publisher-bot","@id":"https:\/\/203.205.9.105\/#\/schema\/person\/630c0582c38b5246ea44d055155d721e"},"headline":"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p","datePublished":"2026-06-23T02:13:05+00:00","dateModified":"2026-06-24T11:31:40+00:00","mainEntityOfPage":{"@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/"},"wordCount":1566,"publisher":{"@id":"https:\/\/203.205.9.105\/#organization"},"image":{"@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/#primaryimage"},"thumbnailUrl":"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg","articleSection":["Blogs"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/","url":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/","name":"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p | CMC Telecom","isPartOf":{"@id":"https:\/\/203.205.9.105\/#website"},"primaryImageOfPage":{"@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/#primaryimage"},"image":{"@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/#primaryimage"},"thumbnailUrl":"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg","datePublished":"2026-06-23T02:13:05+00:00","dateModified":"2026-06-24T11:31:40+00:00","breadcrumb":{"@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/#primaryimage","url":"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg","contentUrl":"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/break-the-context-window-barrier-with-amazon-bedrock-agentcore.thumbnail.jpg","width":1280,"height":731},{"@type":"BreadcrumbList","@id":"https:\/\/aws.cmctelecom.vn\/2026\/06\/23\/amazon-bedrock-agentcore-vuot-gioi-han-context-window-cho-ai-doanh-nghiep\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/aws.cmctelecom.vn\/"},{"@type":"ListItem","position":2,"name":"Blogs","item":"https:\/\/aws.cmctelecom.vn\/danh-muc-tin-tuc\/ctelers-blogs\/"},{"@type":"ListItem","position":3,"name":"Amazon Bedrock AgentCore: V\u01b0\u1ee3t gi\u1edbi h\u1ea1n context window cho AI doanh nghi\u1ec7p"}]},{"@type":"WebSite","@id":"https:\/\/203.205.9.105\/#website","url":"https:\/\/203.205.9.105\/","name":"CMC Telecom","description":"CMC Telecom holds the position of a Advanced Tier Service Partner of AWS in Vietnam and has closely","publisher":{"@id":"https:\/\/203.205.9.105\/#organization"},"alternateName":"AWS Advanced Partner in Vietnam","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/203.205.9.105\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/203.205.9.105\/#organization","name":"CMC Telecom","alternateName":"CMC Telecom","url":"https:\/\/203.205.9.105\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/203.205.9.105\/#\/schema\/logo\/image\/","url":"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2023\/07\/cmc-telecom-logo.png","contentUrl":"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2023\/07\/cmc-telecom-logo.png","width":400,"height":96,"caption":"CMC Telecom"},"image":{"@id":"https:\/\/203.205.9.105\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/CMCTelecomOfficial"]},{"@type":"Person","@id":"https:\/\/203.205.9.105\/#\/schema\/person\/630c0582c38b5246ea44d055155d721e","name":"publisher-bot","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","caption":"publisher-bot"},"url":"https:\/\/aws.cmctelecom.vn\/en\/author\/publisher-bot\/"}]}},"_links":{"self":[{"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts\/66815","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/comments?post=66815"}],"version-history":[{"count":1,"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts\/66815\/revisions"}],"predecessor-version":[{"id":66826,"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts\/66815\/revisions\/66826"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/media\/66812"}],"wp:attachment":[{"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/media?parent=66815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/categories?post=66815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws.cmctelecom.vn\/en\/wp-json\/wp\/v2\/tags?post=66815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}