{"id":26600,"date":"2026-09-30T09:34:37","date_gmt":"2026-09-30T02:34:37","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=26600"},"modified":"2026-09-30T09:34:38","modified_gmt":"2026-09-30T02:34:38","slug":"demos-thuc-te-gemini-enterprise-agent-platform","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/","title":{"rendered":"Kh\u00e1m ph\u00e1 13 b\u1ea3n Demos tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf tr\u00ean n\u1ec1n t\u1ea3ng Gemini Enterprise Agent Platform d\u00e0nh cho doanh nghi\u1ec7p"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng t\u1eadn d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh y\u00eau c\u1ea7u thi\u1ebft y\u1ebfu \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t kh\u00f4ng ch\u1ec9 l\u00e0 t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh th\u1eed nghi\u1ec7m. B\u00e0i to\u00e1n \u0111\u1eb7t ra l\u00e0 l\u00e0m sao \u0111\u1ec3 \u0111\u01b0a c\u00e1c AI agent v\u00e0o quy tr\u00ecnh v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf, m\u1edf r\u1ed9ng quy m\u00f4 linh ho\u1ea1t, ki\u1ec3m so\u00e1t an to\u00e0n th\u00f4ng tin tuy\u1ec7t \u0111\u1ed1i v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed \u0111\u1ea7u t\u01b0.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/attachment\/anh-1-5-4\/\" rel=\"attachment wp-att-26675\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26675\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/09\/Anh-1-5.jpg\" alt=\"\" width=\"2436\" height=\"1200\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/09\/Anh-1-5.jpg 2436w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/09\/Anh-1-5-768x378.jpg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/09\/Anh-1-5-1536x757.jpg 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/09\/Anh-1-5-2048x1009.jpg 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/09\/Anh-1-5-18x9.jpg 18w\" sizes=\"auto, (max-width: 2436px) 100vw, 2436px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Nh\u1eb1m gi\u00fap c\u00e1c doanh nghi\u1ec7p nhanh ch\u00f3ng l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 n\u00e0y, Google Cloud \u0111\u00e3 chia s\u1ebb 13 b\u1ea3n Demos tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf tr\u00ean <a href=\"https:\/\/gcloudvn.com\/en\/google-gemini-enterprise\/\">Gemini Enterprise<\/a> Agent Platform. B\u1ed9 h\u01b0\u1edbng d\u1eabn n\u00e0y cung c\u1ea5p \u0111\u1ea7y \u0111\u1ee7 c\u00e1c m\u00f4 h\u00ecnh ki\u1ebfn tr\u00fac v\u00e0 gi\u1ea3i ph\u00e1p k\u1ef9 thu\u1eadt c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng ngay v\u00e0o h\u1ec7 th\u1ed1ng c\u1ee7a t\u1ed5 ch\u1ee9c. H\u00e3y c\u00f9ng Gimasys ph\u00e2n t\u00edch chi ti\u1ebft c\u00e1c b\u01b0\u1edbc ph\u00e1t tri\u1ec3n AI agent to\u00e0n di\u1ec7n trong b\u00e0i th\u1ef1c h\u00e0nh vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_87 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#Gemini_Enterprise_Agent_Platform_la_gi\" >Gemini Enterprise Agent Platform l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#Tong_quan_13_ban_Demos_trai_nghiem_thuc_te_phat_trien_AI_agent_trong_doanh_nghiep\" >T\u1ed5ng quan 13 b\u1ea3n Demos tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf ph\u00e1t tri\u1ec3n AI agent trong doanh nghi\u1ec7p<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#1_Tao_AI_agent_tu_nen_tang_co_ban\" >1. T\u1ea1o AI agent t\u1eeb n\u1ec1n t\u1ea3ng c\u01a1 b\u1ea3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#2_Mo_rong_quy_mo_van_hanh_AI_agent\" >2. M\u1edf r\u1ed9ng quy m\u00f4 v\u1eadn h\u00e0nh AI agent<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#3_Quan_ly_va_bao_mat_AI_Agent_trong_doanh_nghiep\" >3. Qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o m\u1eadt AI Agent trong doanh nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#4_Toi_uu_hoa_chat_luong_va_ket_noi_da_he_thong\" >4. T\u1ed1i \u01b0u h\u00f3a ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 k\u1ebft n\u1ed1i \u0111a h\u1ec7 th\u1ed1ng<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#Dong_hanh_cung_Gimasys_trien_khai_Gemini_Enterprise_Agent_Platform\" >\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys tri\u1ec3n khai Gemini Enterprise Agent Platform<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gcloudvn.com\/en\/demos-thuc-te-gemini-enterprise-agent-platform\/#Ket_luan\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Gemini_Enterprise_Agent_Platform_la_gi\"><\/span><b>Gemini Enterprise Agent Platform l\u00e0 g\u00ec?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Gemini Enterprise Agent Platform l\u00e0 n\u1ec1n t\u1ea3ng to\u00e0n di\u1ec7n gi\u00fap doanh nghi\u1ec7p x\u00e2y d\u1ef1ng, m\u1edf r\u1ed9ng quy m\u00f4, qu\u1ea3n tr\u1ecb v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c AI agent. N\u1ec1n t\u1ea3ng n\u00e0y cho ph\u00e9p c\u00e1c k\u1ef9 s\u01b0 ph\u00e1t tri\u1ec3n m\u00e3 ngu\u1ed3n tr\u1ef1c ti\u1ebfp trong m\u00f4i tr\u01b0\u1eddng quen thu\u1ed9c th\u00f4ng qua b\u1ed9 c\u00f4ng c\u1ee5 l\u1eadp tr\u00ecnh Agents CLI.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Khi t\u00edch h\u1ee3p Agents CLI v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 l\u1eadp tr\u00ecnh nh\u01b0 Antigravity hay c\u00e1c tr\u00ecnh ch\u1ec9nh s\u1eeda m\u00e3 ngu\u1ed3n kh\u00e1c, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng trang b\u1ecb c\u00e1c k\u1ef9 n\u0103ng chuy\u00ean s\u00e2u. L\u1eadp tr\u00ecnh vi\u00ean ch\u1ec9 c\u1ea7n di\u1ec5n \u0111\u1ea1t y\u00eau c\u1ea7u b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng t\u1ea1o, \u0111\u00e1nh gi\u00e1, tri\u1ec3n khai v\u00e0 gi\u00e1m s\u00e1t AI agent m\u00e0 kh\u00f4ng c\u1ea7n chuy\u1ec3n \u0111\u1ed5i qua l\u1ea1i gi\u1eefa nhi\u1ec1u giao di\u1ec7n.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Tong_quan_13_ban_Demos_trai_nghiem_thuc_te_phat_trien_AI_agent_trong_doanh_nghiep\"><\/span><b>T\u1ed5ng quan 13 b\u1ea3n Demos tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf ph\u00e1t tri\u1ec3n AI agent trong doanh nghi\u1ec7p<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 gi\u00fap doanh nghi\u1ec7p d\u1ec5 d\u00e0ng h\u00ecnh dung l\u1ed9 tr\u00ecnh, 13 b\u1ea3n Demos tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf tr\u00ean <a href=\"https:\/\/gcloudvn.com\/en\/google-gemini-enterprise\/\">Gemini Enterprise<\/a> Agent Platform \u0111\u01b0\u1ee3c chia th\u00e0nh 4 giai \u0111o\u1ea1n ch\u00ednh trong v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n AI agent:<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Tao_AI_agent_tu_nen_tang_co_ban\"><\/span><b>1. T\u1ea1o AI agent t\u1eeb n\u1ec1n t\u1ea3ng c\u01a1 b\u1ea3n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Giai \u0111o\u1ea1n \u0111\u1ea7u ti\u00ean t\u1eadp trung v\u00e0o vi\u1ec7c \u0111\u1eb7t n\u1ec1n m\u00f3ng k\u1ef9 thu\u1eadt, gi\u00fap \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n l\u00e0m quen v\u1edbi vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c AI agent tr\u00ean Gemini Enterprise Agent Platform c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i d\u1eef li\u1ec7u v\u00e0 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c quan.<\/span><\/p>\n<p><b>Demo 1: X\u00e2y d\u1ef1ng AI agent \u0111\u1ea7u ti\u00ean v\u1edbi ADK<\/b><\/p>\n<p><span style=\"font-weight: 400;\">B\u00e0i th\u1ef1c h\u00e0nh c\u01a1 b\u1ea3n gi\u00fap l\u1eadp tr\u00ecnh vi\u00ean thi\u1ebft l\u1eadp m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c, c\u1ea5u h\u00ecnh m\u1ed9t AI Agent tr\u00f2 chuy\u1ec7n \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh b\u1edfi m\u00f4 h\u00ecnh Gemini. L\u1eadp tr\u00ecnh vi\u00ean c\u00f3 th\u1ec3 th\u1eed nghi\u1ec7m tr\u1ef1c ti\u1ebfp qua giao di\u1ec7n d\u00f2ng l\u1ec7nh ho\u1eb7c giao di\u1ec7n web \u0111\u1ec3 n\u1eafm r\u00f5 c\u01a1 ch\u1ebf ho\u1ea1t \u0111\u1ed9ng ban \u0111\u1ea7u.<\/span><\/p>\n<p><b>Demo 2: AI agent ph\u00ea duy\u1ec7t chi ph\u00ed theo s\u1ef1 ki\u1ec7n c\u00f3 s\u1ef1 tham gia c\u1ee7a con ng\u01b0\u1eddi<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 m\u00f4 h\u00ecnh \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf \u0111i\u1ec3n h\u00ecnh cho doanh nghi\u1ec7p.<a href=\"https:\/\/gcloudvn.com\/en\/google-gemini-enterprise\/\"> AI<\/a> Agent qu\u1ea3n l\u00fd chi ph\u00ed \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean quy tr\u00ecnh l\u00e0m vi\u1ec7c d\u1ea1ng \u0111\u1ed3 th\u1ecb c\u1ee7a ADK 2.0.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi c\u00e1c kho\u1ea3n chi nh\u1ecf d\u01b0\u1edbi ng\u01b0\u1ee1ng quy \u0111\u1ecbnh, h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng ph\u00ea duy\u1ec7t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi c\u00e1c kho\u1ea3n chi l\u1edbn, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng k\u00edch ho\u1ea1t l\u1edbp b\u1ea3o v\u1ec7 an to\u00e0n (\u1ea9n th\u00f4ng tin c\u00e1 nh\u00e2n, ch\u1eb7n c\u00e1c c\u00e2u l\u1ec7nh can thi\u1ec7p tr\u00e1i ph\u00e9p), ph\u00e2n t\u00edch t\u00ednh tu\u00e2n th\u1ee7 c\u1ee7a Gemini \u0111\u00f3 v\u00e0 t\u1ea1m d\u1eebng \u0111\u1ec3 c\u1ea5p qu\u1ea3n l\u00fd ph\u00ea duy\u1ec7t th\u1ee7 c\u00f4ng tr\u01b0\u1edbc khi ho\u00e0n t\u1ea5t.<\/span><\/li>\n<\/ul>\n<p><b>Demo 3: K\u1ebft n\u1ed1i AI Agent v\u1edbi d\u1eef li\u1ec7u doanh nghi\u1ec7p qua giao th\u1ee9c MCP<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Th\u00f4ng qua giao th\u1ee9c m\u1edf MCP, Gemini c\u00f3 th\u1ec3 truy v\u1ea5n d\u1eef li\u1ec7u t\u1eeb BigQuery, t\u00ecm ki\u1ebfm t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9 ho\u1eb7c g\u1ecdi c\u00e1c c\u1ed5ng k\u1ebft n\u1ed1i API. \u0110i\u1ec1u n\u00e0y gi\u00fap AI agent d\u1ec5 d\u00e0ng truy c\u1eadp v\u00e0o kho d\u1eef li\u1ec7u s\u1eb5n c\u00f3 c\u1ee7a doanh nghi\u1ec7p m\u00e0 kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi m\u1ed9t n\u1ec1n t\u1ea3ng \u0111\u01a1n l\u1ebb.<\/span><\/p>\n<p><b>Demo 4: X\u00e2y d\u1ef1ng giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed9ng v\u1edbi A2UI<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Thay v\u00ec ch\u1ec9 tr\u1ea3 v\u1ec1 v\u0103n b\u1ea3n \u0111\u01a1n thu\u1ea7n, AI agent c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng l\u1eafp r\u00e1p v\u00e0 hi\u1ec3n th\u1ecb c\u00e1c th\u00e0nh ph\u1ea7n giao di\u1ec7n th\u1ef1c t\u1ebf nh\u01b0 bi\u1ec3u \u0111\u1ed3, b\u1ea3ng d\u1eef li\u1ec7u ho\u1eb7c menu t\u01b0\u01a1ng t\u00e1c theo th\u1eddi gian th\u1ef1c d\u1ef1a tr\u00ean b\u1ed1i c\u1ea3nh cu\u1ed9c tr\u00f2 chuy\u1ec7n.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Mo_rong_quy_mo_van_hanh_AI_agent\"><\/span><b>2. M\u1edf r\u1ed9ng quy m\u00f4 v\u1eadn h\u00e0nh AI agent<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c \u0111\u01b0a m\u1ed9t m\u1eabu AI agent t\u1eeb m\u00e1y t\u00ednh c\u00e1 nh\u00e2n l\u00ean h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng x\u1eed l\u00fd l\u01b0u l\u01b0\u1ee3ng l\u1edbn, qu\u1ea3n l\u00fd b\u1ed9 nh\u1edb v\u00e0 duy tr\u00ec tr\u1ea1ng th\u00e1i l\u00e0m vi\u1ec7c l\u00e2u d\u00e0i.<\/span><\/p>\n<p><b>Demo 5: Tri\u1ec3n khai AI agent ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00ean Agent Runtime<\/b><\/p>\n<p><span style=\"font-weight: 400;\">B\u1ea3n demo s\u1ebd h\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i AI agent v\u1edbi BigQuery v\u00e0 t\u00edch h\u1ee3p t\u00ednh n\u0103ng ghi nh\u1edb s\u1edf th\u00edch ng\u01b0\u1eddi d\u00f9ng qua nhi\u1ec1u phi\u00ean t\u01b0\u01a1ng t\u00e1c. To\u00e0n b\u1ed9 h\u1ea1 t\u1ea7ng, kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng v\u00e0 qu\u1ea3n l\u00fd phi\u00ean l\u00e0m vi\u1ec7c \u0111\u1ec1u \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a tr\u00ean Agent Runtime.<\/span><\/p>\n<p><b>Demo 6: Duy tr\u00ec AI agent ch\u1ea1y th\u1eddi gian d\u00e0i kh\u00f4ng m\u1ea5t b\u1ed1i c\u1ea3nh<\/b><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c quy tr\u00ecnh nghi\u1ec7p v\u1ee5 trong doanh nghi\u1ec7p th\u01b0\u1eddng k\u00e9o d\u00e0i nhi\u1ec1u ng\u00e0y ho\u1eb7c nhi\u1ec1u tu\u1ea7n. B\u1ea3n Demo h\u01b0\u1edbng d\u1eabn s\u1ebd cung c\u1ea5p m\u00f4 h\u00ecnh ki\u1ebfn tr\u00fac gi\u00fap AI Agent ho\u1ea1t \u0111\u1ed9ng b\u1ec1n b\u1ec9, x\u1eed l\u00fd t\u1ed1t th\u1eddi gian nh\u00e0n r\u1ed7i v\u00e0 kh\u00f4i ph\u1ee5c ch\u00ednh x\u00e1c tr\u1ea1ng th\u00e1i c\u00f4ng vi\u1ec7c ngay c\u1ea3 khi h\u1ec7 th\u1ed1ng g\u1eb7p s\u1ef1 c\u1ed1 ho\u1eb7c kh\u1edfi \u0111\u1ed9ng l\u1ea1i.<\/span><\/p>\n<p><b>Demo 7: \u0110\u01b0a AI agent v\u00e0o m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf b\u1eb1ng Agents CLI<\/b><\/p>\n<p><span style=\"font-weight: 400;\">T\u1eadn d\u1ee5ng AI agent qu\u1ea3n l\u00fd chi ph\u00ed \u0111\u00e3 t\u1ea1o, b\u00e0i th\u1ef1c h\u00e0nh n\u00e0y s\u1ebd h\u01b0\u1edbng d\u1eabn \u0111\u00f3ng g\u00f3i v\u00e0 tri\u1ec3n khai tr\u1ef1c ti\u1ebfp l\u00ean m\u00f4i tr\u01b0\u1eddng v\u1eadn h\u00e0nh. H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 theo d\u00f5i, l\u01b0u nh\u1eadt k\u00fd v\u00e0 \u0111\u0103ng k\u00fd danh m\u1ee5c t\u1eadp trung \u0111\u1ec3 to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm v\u00e0 s\u1eed d\u1ee5ng.<\/span><\/p>\n<p><b>Demo 8: X\u00e2y d\u1ef1ng giao di\u1ec7n qu\u1ea3n l\u00fd ho\u00e0n ch\u1ec9nh<\/b><\/p>\n<p><span style=\"font-weight: 400;\">K\u1ebft n\u1ed1i AI agent v\u1edbi b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n d\u00e0nh cho nh\u00e0 qu\u1ea3n l\u00fd tr\u00ean Cloud Run. Th\u00f4ng qua giao di\u1ec7n n\u00e0y, c\u1ea5p qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng xem x\u00e9t, duy\u1ec7t c\u00e1c y\u00eau c\u1ea7u b\u1ecb t\u1ea1m d\u1eebng v\u00e0 ti\u1ebfp t\u1ee5c quy tr\u00ecnh l\u00e0m vi\u1ec7c ngay tr\u00ean tr\u00ecnh duy\u1ec7t web.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Quan_ly_va_bao_mat_AI_Agent_trong_doanh_nghiep\"><\/span><b>3. Qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o m\u1eadt AI Agent trong doanh nghi\u1ec7p<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Khi m\u1edf r\u1ed9ng AI Agent tr\u00ean Gemini Enterprise Agent Platform cho to\u00e0n h\u1ec7 th\u1ed1ng, vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c r\u00e0o ch\u1eafn b\u1ea3o v\u1ec7 \u0111\u1ec3 qu\u1ea3n l\u00fd quy\u1ec1n truy c\u1eadp v\u00e0 ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u c\u1ee7a m\u1ecdi t\u1eadp \u0111o\u00e0n.<\/span><\/p>\n<p><b>Demo 9: B\u1ea3o v\u1ec7 v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n AI agent t\u1eeb m\u00e3 ngu\u1ed3n<\/b><\/p>\n<p><span style=\"font-weight: 400;\">H\u01b0\u1edbng d\u1eabn \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p ph\u00e1t tri\u1ec3n h\u01b0\u1edbng ki\u1ec3m th\u1eed (TDD), t\u00edch h\u1ee3p m\u00f4 h\u00ecnh \u0111\u00e1nh gi\u00e1 r\u1ee7i ro v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng qu\u00e9t m\u00e3 ngu\u1ed3n. H\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n v\u00e0 ng\u0103n ch\u1eb7n c\u00e1c nguy c\u01a1 r\u00f2 r\u1ec9 m\u00e3 kh\u00f3a API ho\u1eb7c c\u00e1c h\u00e0nh \u0111\u1ed9ng r\u1ee7i ro tr\u01b0\u1edbc khi m\u00e3 ngu\u1ed3n \u0111\u01b0\u1ee3c \u0111\u1ea9y l\u00ean h\u1ec7 th\u1ed1ng.<\/span><\/p>\n<p><b>Demo 10: Ki\u1ec3m so\u00e1t truy c\u1eadp linh ho\u1ea1t v\u1edbi Agent Gateway<\/b><\/p>\n<p><span style=\"font-weight: 400;\">B\u00e0i th\u1ef1c h\u00e0nh s\u1ebd gi\u1edbi thi\u1ec7u gi\u1ea3i ph\u00e1p qu\u1ea3n l\u00fd khi v\u1eadn h\u00e0nh. M\u1ed7i AI agent \u0111\u01b0\u1ee3c c\u1ea5p m\u1ed9t \u0111\u1ecbnh danh ri\u00eang bi\u1ec7t v\u1edbi c\u01a1 ch\u1ebf m\u00e3 h\u00f3a \u0111\u1ea7u cu\u1ed1i. M\u1ecdi y\u00eau c\u1ea7u truy c\u1eadp ra b\u00ean ngo\u00e0i \u0111\u1ec1u ph\u1ea3i qua c\u00e1c b\u01b0\u1edbc x\u00e1c th\u1ef1c nghi\u00eam ng\u1eb7t, k\u1ebft h\u1ee3p v\u1edbi c\u00f4ng c\u1ee5 Model Armor \u0111\u1ec3 ch\u1ee7 \u0111\u1ed9ng ki\u1ec3m tra, ng\u0103n ch\u1eb7n nguy c\u01a1 ch\u00e8n c\u00e2u l\u1ec7nh \u0111\u1ed9c h\u1ea1i ho\u1eb7c r\u00f2 r\u1ec9 d\u1eef li\u1ec7u.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Toi_uu_hoa_chat_luong_va_ket_noi_da_he_thong\"><\/span><b>4. T\u1ed1i \u01b0u h\u00f3a ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 k\u1ebft n\u1ed1i \u0111a h\u1ec7 th\u1ed1ng<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 \u0111\u1ea3m b\u1ea3o AI agent ho\u1ea1t \u0111\u1ed9ng ng\u00e0y c\u00e0ng ch\u00ednh x\u00e1c tr\u00ean Gemini Enterprise Agent Platform v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng ph\u1ed1i h\u1ee3p gi\u1eefa nhi\u1ec1u b\u1ed9 ph\u1eadn, doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng quy tr\u00ecnh \u0111\u00e1nh gi\u00e1 v\u00e0 k\u1ebft n\u1ed1i \u0111a n\u1ec1n t\u1ea3ng.<\/span><\/p>\n<p><b>Demo 11: V\u00f2ng quay \u0111\u00e1nh gi\u00e1 v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng AI Agent<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Nh\u1eb1m tr\u00e1nh t\u00ecnh tr\u1ea1ng vi\u1ec7c ch\u1ec9nh s\u1eeda m\u1ed9t c\u00e2u l\u1ec7nh l\u00e0m \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c ch\u1ee9c n\u0103ng kh\u00e1c, B\u00e0i th\u1ef1c h\u00e0nh s\u1ebd gi\u1edbi thi\u1ec7u quy tr\u00ecnh \u0111\u00e1nh gi\u00e1 5 giai \u0111o\u1ea1n. L\u1eadp tr\u00ecnh vi\u00ean c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 ch\u1ea5m \u0111i\u1ec3m t\u1ef1 \u0111\u1ed9ng AutoRaters do Google ph\u00e1t tri\u1ec3n c\u00f9ng DeepMind \u0111\u1ec3 \u0111o l\u01b0\u1eddng ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i v\u00e0 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u h\u00f3a c\u00e2u l\u1ec7nh.<\/span><\/p>\n<p><b>Demo 12: K\u1ebft n\u1ed1i AI agent \u0111a ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh qua giao th\u1ee9c A2A<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Trong doanh nghi\u1ec7p l\u1edbn, c\u00e1c \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng nhi\u1ec1u ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh kh\u00e1c nhau nh\u01b0 Python hay Go. Th\u00f4ng qua giao th\u1ee9c Agent-to-Agent (A2A), c\u00e1c AI Agent vi\u1ebft b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau v\u1eabn c\u00f3 th\u1ec3 giao ti\u1ebfp, chia s\u1ebb d\u1eef li\u1ec7u v\u00e0 ph\u1ed1i h\u1ee3p th\u1ef1c thi quy tr\u00ecnh ki\u1ec3m tra tu\u00e2n th\u1ee7 m\u1ed9t c\u00e1ch li\u1ec1n m\u1ea1ch.<\/span><\/p>\n<p><b>Demo 13: \u0110i\u1ec1u ph\u1ed1i AI agent linh ho\u1ea1t tr\u00ean nhi\u1ec1u khung ph\u00e1t tri\u1ec3n<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Doanh nghi\u1ec7p kh\u00f4ng b\u1eaft bu\u1ed9c ph\u1ea3i t\u00edch h\u1ee3p to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng v\u00e0o m\u1ed9t khung ph\u00e1t tri\u1ec3n duy nh\u1ea5t. B\u00e0i th\u1ef1c h\u00e0nh s\u1ebd h\u01b0\u1edbng d\u1eabn c\u00e1ch k\u1ebft n\u1ed1i v\u00e0 \u0111i\u1ec1u ph\u1ed1i c\u00f4ng vi\u1ec7c gi\u1eefa c\u00e1c c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn nh\u01b0 LangGraph, CrewAI v\u00e0 ADK th\u00f4ng qua giao th\u1ee9c A2A, gi\u00fap h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng l\u1eadp l\u1ea1i k\u1ebf ho\u1ea1ch n\u1ebfu m\u1ed9t b\u01b0\u1edbc th\u1ef1c thi g\u1eb7p l\u1ed7i.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Dong_hanh_cung_Gimasys_trien_khai_Gemini_Enterprise_Agent_Platform\"><\/span><b>\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys tri\u1ec3n khai Gemini Enterprise Agent Platform<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c <a href=\"https:\/\/gcloudvn.com\/en\/google-ai-agent\/\">AI agent<\/a> v\u00e0o quy tr\u00ecnh v\u1eadn h\u00e0nh kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf \u00e1p d\u1ee5ng k\u1ef9 thu\u1eadt, m\u00e0 \u0111\u00f2i h\u1ecfi m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c t\u1ed5ng th\u1ec3 v\u1ec1 h\u1ea1 t\u1ea7ng, an to\u00e0n th\u00f4ng tin v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed gi\u1ea5y ph\u00e9p.<\/span><\/p>\n<p><b>L\u00e0 \u0110\u1ed1i t\u00e1c Chi\u1ebfn l\u01b0\u1ee3c C\u1ea5p cao (Premier Partner) c\u1ee7a Google Cloud <\/b><span style=\"font-weight: 400;\">t\u1ea1i Vi\u1ec7t Nam, H\u00e3y li\u00ean h\u1ec7 ngay v\u1edbi Gimasys \u0111\u1ec3 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c AI Agent d\u00e0nh ri\u00eang cho doanh nghi\u1ec7p b\u1ea1n:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u1ea3i nghi\u1ec7m Demo theo y\u00eau c\u1ea7u &amp; Chuy\u1ec3n giao c\u00f4ng ngh\u1ec7:<\/b><span style=\"font-weight: 400;\"> \u0110\u1ed9i ng\u0169 chuy\u00ean gia s\u1ebd kh\u00f4ng ch\u1ec9 t\u01b0 v\u1ea5n m\u00e0 c\u00f2n h\u1ed7 tr\u1ee3 <\/span><b>x\u00e2y d\u1ef1ng v\u00e0 th\u1ef1c hi\u1ec7n Demo Gemini Agent Platform tr\u1ef1c ti\u1ebfp tr\u00ean b\u00e0i to\u00e1n th\u1ef1c t\u1ebf<\/b><span style=\"font-weight: 400;\"> of the enterprise.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tri\u1ec3n khai k\u1ef9 thu\u1eadt chuy\u00ean s\u00e2u:<\/b><span style=\"font-weight: 400;\"> H\u1ed7 tr\u1ee3 c\u1ea5u h\u00ecnh c\u00e1c r\u00e0o ch\u1eafn b\u1ea3o m\u1eadt, t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng \u0111\u1ecbnh danh t\u1eadp trung v\u00e0 x\u00e2y d\u1ef1ng m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n AI agent chu\u1ea9n m\u1ef1c cho \u0111\u1ed9i ng\u0169 CNTT.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u00e0o t\u1ea1o &amp; Chuy\u1ec3n giao c\u00f4ng ngh\u1ec7:<\/b><span style=\"font-weight: 400;\"> \u0110\u1ed3ng h\u00e0nh h\u01b0\u1edbng d\u1eabn c\u00e1c k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 qu\u1ea3n l\u00fd khai th\u00e1c t\u1ed1i \u0111a s\u1ee9c m\u1ea1nh c\u1ee7a Gemini Enterprise Agent Platform, n\u00e2ng cao n\u0103ng l\u1ef1c t\u1ef1 ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p n\u1ed9i b\u1ed9.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><b>Conclusion<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">13 b\u1ea3n Demos tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf tr\u00ean Gemini Enterprise Agent Platform l\u00e0 minh ch\u1ee9ng r\u00f5 r\u00e0ng cho th\u1ea5y AI agent \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 ph\u1ee5c v\u1ee5 c\u00e1c quy tr\u00ecnh nghi\u1ec7p v\u1ee5 ph\u1ee9c t\u1ea1p c\u1ee7a doanh nghi\u1ec7p. Vi\u1ec7c s\u1edbm l\u00e0m ch\u1ee7 c\u00e1c m\u00f4 h\u00ecnh ki\u1ebfn tr\u00fac n\u00e0y s\u1ebd gi\u00fap t\u1ed5 ch\u1ee9c n\u00e2ng cao t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, \u0111\u1ea3m b\u1ea3o an to\u00e0n d\u1eef li\u1ec7u v\u00e0 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t v\u1eadn h\u00e0nh.<\/span><\/p>\n<p><b>H\u00e3y li\u00ean h\u1ec7 ngay v\u1edbi \u0111\u1ed9i ng\u0169 chuy\u00ean gia c\u1ee7a <a href=\"https:\/\/gcloudvn.com\/en\/dang-ky-dung-thu\/\">Gimasys <\/a><\/b><span style=\"font-weight: 400;\">\u0111\u1ec3 \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t nhu c\u1ea7u, t\u01b0 v\u1ea5n ki\u1ebfn tr\u00fac chi ti\u1ebft v\u00e0 nh\u1eadn phi\u00ean b\u1ea3n Demo Gemini Enterprise Agent Platform thi\u1ebft k\u1ebf ri\u00eang cho b\u00e0i to\u00e1n kinh doanh c\u1ee7a b\u1ea1n.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>K\u1ef9 n\u0103ng t\u1eadn d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh y\u00eau c\u1ea7u thi\u1ebft y\u1ebfu \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t kh\u00f4ng ch\u1ec9 l\u00e0 t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh th\u1eed nghi\u1ec7m. B\u00e0i&hellip;<\/p>","protected":false},"author":2,"featured_media":26623,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-26600","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26600","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=26600"}],"version-history":[{"count":3,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26600\/revisions"}],"predecessor-version":[{"id":26678,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26600\/revisions\/26678"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/26623"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=26600"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=26600"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=26600"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}