{"id":26134,"date":"2026-08-26T08:38:54","date_gmt":"2026-08-26T01:38:54","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=26134"},"modified":"2026-08-26T08:38:54","modified_gmt":"2026-08-26T01:38:54","slug":"google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/","title":{"rendered":"Google ADK l\u00e0 g\u00ec? H\u01b0\u1edbng d\u1eabn c\u00e1ch t\u1ea1o Google AI Agent chi ti\u1ebft cho doanh nghi\u1ec7p"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Trong chi\u1ebfn l\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a k\u00eanh t\u01b0\u01a1ng t\u00e1c c\u00f9ng quy tr\u00ecnh v\u1eadn h\u00e0nh \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u ngu\u1ed3n l\u1ef1c v\u00e0 duy tr\u00ec s\u1ef1 k\u1ebft n\u1ed1i li\u00ean t\u1ee5c. S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n AI Agent tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y c\u1ee7a Google \u0111ang m\u1edf ra c\u01a1 h\u1ed9i l\u1edbn gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c thi\u1ebft k\u1ebf v\u00e0 v\u1eadn h\u00e0nh c\u00e1c tr\u1ee3 l\u00fd \u1ea3o \u0111\u00e0m tho\u1ea1i th\u1ebf h\u1ec7 m\u1edbi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u1eady Google ADK l\u00e0 g\u00ec? L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3\u00a0 t\u1ea1o Google AI Agent chu\u1ea9n m\u1ef1c, gi\u00fap \u1ee9ng d\u1ee5ng t\u1ef1 \u0111\u1ed9ng tra c\u1ee9u d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 v\u00e0 v\u1eadn h\u00e0nh \u1ed5n \u0111\u1ecbnh tr\u00ean h\u1ea1 t\u1ea7ng doanh nghi\u1ec7p? H\u00e3y c\u00f9ng <a href=\"https:\/\/gcloudvn.com\/en\/\">Gimasys<\/a> ph\u00e2n t\u00edch to\u00e0n di\u1ec7n trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/huong-dan-tao-trang-web-mien-phi-tren-google-sites-cho-doanh-nghiep\/attachment\/anh-2-12-2\/\" rel=\"attachment wp-att-26115\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26115\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-12.png\" alt=\"\" width=\"1375\" height=\"768\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-12.png 1375w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-12-768x429.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-12-18x10.png 18w\" sizes=\"auto, (max-width: 1375px) 100vw, 1375px\" \/><\/a><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 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\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Google_ADK_la_gi\" >Google ADK 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\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Diem_manh_cua_Google_ADK_trong_van_hanh_doanh_nghiep\" >\u0110i\u1ec3m m\u1ea1nh c\u1ee7a Google ADK trong v\u1eadn h\u00e0nh doanh nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Huong_dan_cac_buoc_tao_Google_AI_Agent_voi_Google_ADK\" >H\u01b0\u1edbng d\u1eabn c\u00e1c b\u01b0\u1edbc t\u1ea1o Google AI Agent v\u1edbi Google ADK<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Buoc_1_Chuan_bi_moi_truong_Google_Cloud_va_cai_dat_bo_cong_cu\" >B\u01b0\u1edbc 1: Chu\u1ea9n b\u1ecb m\u00f4i tr\u01b0\u1eddng Google Cloud v\u00e0 c\u00e0i \u0111\u1eb7t b\u1ed9 c\u00f4ng c\u1ee5<\/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\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Buoc_2_Khoi_tao_khung_du_an_tu_dong_bang_cau_lenh_tu_nhien\" >B\u01b0\u1edbc 2: Kh\u1edfi t\u1ea1o khung d\u1ef1 \u00e1n t\u1ef1 \u0111\u1ed9ng b\u1eb1ng c\u00e2u l\u1ec7nh t\u1ef1 nhi\u00ean<\/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\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Buoc_3_Dinh_hinh_logic_van_hanh_va_thiet_lap_chi_dan_cho_Agent\" >B\u01b0\u1edbc 3: \u0110\u1ecbnh h\u00ecnh logic v\u1eadn h\u00e0nh v\u00e0 thi\u1ebft l\u1eadp ch\u1ec9 d\u1eabn cho Agent<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Bang_tong_hop_cac_thanh_phan_cau_hinh_cot_loi_trong_Google_ADK\" >B\u1ea3ng t\u1ed5ng h\u1ee3p c\u00e1c th\u00e0nh ph\u1ea7n c\u1ea5u h\u00ecnh c\u1ed1t l\u00f5i trong Google ADK<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Buoc_4_Danh_gia_va_kiem_tra_chat_luong_phan_hoi_tu_dong\" >B\u01b0\u1edbc 4: \u0110\u00e1nh gi\u00e1 v\u00e0 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i t\u1ef1 \u0111\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Buoc_5_Trien_khai_ha_tang_Cloud_Run_va_kich_hoat_he_thong_giam_sat\" >B\u01b0\u1edbc 5: Tri\u1ec3n khai h\u1ea1 t\u1ea7ng Cloud Run v\u00e0 k\u00edch ho\u1ea1t h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Dong_hanh_cung_Gimasys_tren_hanh_trinh_ung_dung_AI_giai_phap_Google_Cloud\" >\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys tr\u00ean h\u00e0nh tr\u00ecnh \u1ee9ng d\u1ee5ng AI gi\u1ea3i ph\u00e1p Google Cloud<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gcloudvn.com\/en\/google-adk-la-gi-huong-dan-cach-tao-google-ai-agent-chi-tiet-cho-doanh-nghiep\/#Ket_luan\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Google_ADK_la_gi\"><\/span><b>Google ADK l\u00e0 g\u00ec?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Google ADK<\/b><span style=\"font-weight: 400;\"> vi\u1ebft t\u1eaft c\u1ee7a Agent Development Kit &#8211; B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n t\u00e1c nh\u00e2n th\u00f4ng minh l\u00e0 gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n do Google Cloud cung c\u1ea5p, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 doanh nghi\u1ec7p x\u00e2y d\u1ef1ng, hu\u1ea5n luy\u1ec7n v\u00e0 tri\u1ec3n khai c\u00e1c AI Agent.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kh\u00e1c v\u1edbi c\u00e1c d\u00f2ng Chatbot d\u1ea1ng h\u1ecfi &#8211; \u0111\u00e1p theo k\u1ecbch b\u1ea3n c\u1ed1 \u0111\u1ecbnh tr\u01b0\u1edbc \u0111\u00e2y, Google ADK cho ph\u00e9p t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn ti\u00ean ti\u1ebfn nh\u1ea5t nh\u01b0 Gemini. Nh\u1edd \u0111\u00f3, AI Agent kh\u00f4ng ch\u1ec9 hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean m\u1ed9t c\u00e1ch linh ho\u1ea1t m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ph\u00e2n t\u00edch ng\u1eef c\u1ea3nh, truy xu\u1ea5t kho tri th\u1ee9c n\u1ed9i b\u1ed9 v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p theo th\u1eddi gian th\u1ef1c.<\/span><\/p>\n<p><b>Google ADK c\u00f2n c\u00f3 nh\u1eefng t\u00ednh n\u0103ng c\u1ed1t l\u00f5i sau:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u00edch h\u1ee3p s\u00e2u m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef th\u1ebf h\u1ec7 m\u1edbi:<\/b><span style=\"font-weight: 400;\"> T\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp c\u00e1c m\u00f4 h\u00ecnh AI ti\u00ean ti\u1ebfn nh\u1ea5t c\u1ee7a Google nh\u01b0 Gemini, gi\u00fap t\u00e1c nh\u00e2n AI c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean linh ho\u1ea1t v\u00e0 ph\u00e2n t\u00edch ng\u1eef c\u1ea3nh s\u00e2u s\u1eafc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i kho tri th\u1ee9c doanh nghi\u1ec7p:<\/b><span style=\"font-weight: 400;\"> H\u1ed7 tr\u1ee3 c\u01a1 ch\u1ebf truy xu\u1ea5t d\u1eef li\u1ec7u th\u00f4ng minh, cho ph\u00e9p AI Agent \u0111\u1ecdc v\u00e0 t\u00ecm ki\u1ebfm th\u00f4ng tin theo th\u1eddi gian th\u1ef1c t\u1eeb c\u00e1c t\u00e0i li\u1ec7u PDF, trang th\u00f4ng tin n\u1ed9i b\u1ed9 hay c\u01a1 s\u1edf d\u1eef li\u1ec7u doanh nghi\u1ec7p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>M\u1edf r\u1ed9ng c\u00f4ng c\u1ee5 v\u00e0 th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c:<\/b><span style=\"font-weight: 400;\"> Kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c tr\u1ea3 l\u1eddi v\u0103n b\u1ea3n, AI Agent x\u00e2y d\u1ef1ng t\u1eeb Google ADK c\u00f3 th\u1ec3 g\u1ecdi c\u00e1c giao di\u1ec7n l\u1eadp tr\u00ecnh \u1ee9ng d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng thao t\u00e1c tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng CRM, ERP ho\u1eb7c IT Helpdesk.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Diem_manh_cua_Google_ADK_trong_van_hanh_doanh_nghiep\"><\/span><b>\u0110i\u1ec3m m\u1ea1nh c\u1ee7a Google ADK trong v\u1eadn h\u00e0nh doanh nghi\u1ec7p<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a Google ADK \u0111em \u0111\u1ebfn l\u00e0n s\u00f3ng c\u1ea3i ti\u1ebfn m\u1ea1nh m\u1ebd trong vi\u1ec7c x\u00e2y d\u1ef1ng AI Agent. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng \u0111i\u1ec3m m\u1ea1nh v\u01b0\u1ee3t tr\u1ed9i gi\u00fap Google ADK ph\u00f9 h\u1ee3p cho c\u00e1c t\u1ed5 ch\u1ee9c:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>R\u00fat ng\u1eafn th\u1eddi gian ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m:<\/b><span style=\"font-weight: 400;\"> Nh\u1edd s\u1ef1 ph\u1ed1i h\u1ee3p gi\u1eefa Google ADK v\u00e0 Agents CLI, \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n kh\u00f4ng c\u1ea7n ph\u1ea3i t\u1ef1 tay thi\u1ebft l\u1eadp t\u1eebng c\u1ea5u tr\u00fac th\u01b0 m\u1ee5c hay m\u00e3 k\u1ecbch b\u1ea3n ph\u1ee9c t\u1ea1p. Vi\u1ec7c s\u1eed d\u1ee5ng c\u00e2u l\u1ec7nh t\u1ef1 nhi\u00ean gi\u00fap kh\u1edfi t\u1ea1o khung d\u1ef1 \u00e1n ch\u1ec9 trong v\u00e0i ph\u00fat.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tinh ch\u1ec9nh linh ho\u1ea1t, kh\u00f4ng t\u1ed1n s\u1ee9c:<\/b><span style=\"font-weight: 400;\"> Khi mu\u1ed1n thay \u0111\u1ed5i h\u00e0nh vi hay quy t\u1eafc \u1ee9ng x\u1eed c\u1ee7a AI Agent ng\u01b0\u1eddi qu\u1ea3n l\u00fd ch\u1ec9 c\u1ea7n \u0111i\u1ec1u ch\u1ec9nh l\u1ea1i c\u00e2u l\u1ec7nh thay v\u00ec ph\u1ea3i vi\u1ebft l\u1ea1i to\u00e0n b\u1ed9 s\u01a1 \u0111\u1ed3 k\u1ecbch b\u1ea3n t\u1eeb \u0111\u1ea7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ea3m b\u1ea3o t\u00ednh an to\u00e0n v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c cao:<\/b><span style=\"font-weight: 400;\"> Khung \u0111\u00e1nh gi\u00e1 t\u1ef1 \u0111\u1ed9ng gi\u00fap doanh nghi\u1ec7p d\u1ec5 d\u00e0ng ph\u00e1t hi\u1ec7n c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi sai l\u1ec7ch ho\u1eb7c vi ph\u1ea1m quy t\u1eafc an to\u00e0n th\u00f4ng tin, \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng AI Agent lu\u00f4n \u0111\u1ed3ng nh\u1ea5t tr\u01b0\u1edbc khi t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ed1i \u01b0u h\u00f3a chi ph\u00ed v\u00e0 h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y:<\/b><span style=\"font-weight: 400;\"> T\u00e1c nh\u00e2n AI x\u00e2y d\u1ef1ng t\u1eeb Google ADK d\u1ec5 d\u00e0ng tri\u1ec3n khai l\u00ean d\u1ecbch v\u1ee5 Cloud Run c\u1ee7a Google Cloud. H\u1ea1 t\u1ea7ng n\u00e0y t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng t\u00e0i nguy\u00ean khi s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi truy c\u1eadp t\u0103ng \u0111\u1ed9t bi\u1ebfn v\u00e0 t\u1ef1 \u0111\u1ed9ng thu nh\u1ecf khi kh\u00f4ng c\u00f3 truy c\u1eadp, gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u chi ph\u00ed v\u1eadn h\u00e0nh.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Huong_dan_cac_buoc_tao_Google_AI_Agent_voi_Google_ADK\"><\/span><b>H\u01b0\u1edbng d\u1eabn c\u00e1c b\u01b0\u1edbc t\u1ea1o Google AI Agent v\u1edbi Google ADK<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 tri\u1ec3n khai m\u1ed9t AI Agent tr\u00ean m\u00f4i tr\u01b0\u1eddng <a href=\"https:\/\/gcloudvn.com\/en\/google-cloud-platform\/\">Google Cloud<\/a>, doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng quy tr\u00ecnh 5 b\u01b0\u1edbc chu\u1ea9n h\u00f3a d\u01b0\u1edbi \u0111\u00e2y. Quy tr\u00ecnh n\u00e0y t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng c\u00e2u l\u1ec7nh t\u1ef1 nhi\u00ean \u0111\u1ec3 \u0111i\u1ec1u khi\u1ec3n c\u00f4ng c\u1ee5 <\/span><b>Agents CLI<\/b><span style=\"font-weight: 400;\"> k\u1ebft h\u1ee3p v\u1edbi b\u1ed9 th\u01b0 vi\u1ec7n <\/span><b>Google ADK<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/huong-dan-tao-trang-web-mien-phi-tren-google-sites-cho-doanh-nghiep\/attachment\/anh-3-8-2\/\" rel=\"attachment wp-att-26114\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26114\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-3-8.png\" alt=\"\" width=\"1408\" height=\"768\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-3-8.png 1408w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-3-8-768x419.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-3-8-18x10.png 18w\" sizes=\"auto, (max-width: 1408px) 100vw, 1408px\" \/><\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_1_Chuan_bi_moi_truong_Google_Cloud_va_cai_dat_bo_cong_cu\"><\/span><b>B\u01b0\u1edbc 1: Chu\u1ea9n b\u1ecb m\u00f4i tr\u01b0\u1eddng Google Cloud v\u00e0 c\u00e0i \u0111\u1eb7t b\u1ed9 c\u00f4ng c\u1ee5<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u <\/span><b>t\u1ea1o Google AI Agent<\/b><span style=\"font-weight: 400;\">, doanh nghi\u1ec7p c\u1ea7n chu\u1ea9n b\u1ecb kh\u00f4ng gian t\u00e0i nguy\u00ean tr\u00ean n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 c\u00e0i \u0111\u1eb7t c\u00e1c c\u00f4ng c\u1ee5 ph\u1ee5 tr\u1ee3 c\u1ea7n thi\u1ebft.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Thi\u1ebft l\u1eadp d\u1ef1 \u00e1n Google Cloud:<\/b><span style=\"font-weight: 400;\"> T\u1ea1o d\u1ef1 \u00e1n m\u1edbi tr\u00ean Google Cloud Console v\u00e0 k\u00edch ho\u1ea1t giao di\u1ec7n l\u1eadp tr\u00ecnh \u1ee9ng d\u1ee5ng Agent Platform API.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Chu\u1ea9n b\u1ecb c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 l\u1eadp tr\u00ecnh AI:<\/b><span style=\"font-weight: 400;\"> C\u00e0i \u0111\u1eb7t c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Gemini CLI, Claude Code ho\u1eb7c Codex.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u1edfi t\u1ea1o Agents CLI:<\/b><span style=\"font-weight: 400;\"> C\u00e0i \u0111\u1eb7t c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd g\u00f3i Python v\u00e0 ch\u1ea1y l\u1ec7nh thi\u1ebft l\u1eadp Agents CLI \u0111\u1ec3 k\u1ebft n\u1ed1i m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n v\u1edbi b\u1ed9 c\u00f4ng c\u1ee5 <\/span><b>Google ADK<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_2_Khoi_tao_khung_du_an_tu_dong_bang_cau_lenh_tu_nhien\"><\/span><b>B\u01b0\u1edbc 2: Kh\u1edfi t\u1ea1o khung d\u1ef1 \u00e1n t\u1ef1 \u0111\u1ed9ng b\u1eb1ng c\u00e2u l\u1ec7nh t\u1ef1 nhi\u00ean<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Thay v\u00ec ph\u1ea3i c\u1ea5u h\u00ecnh th\u1ee7 c\u00f4ng t\u1eebng th\u01b0 m\u1ee5c, doanh nghi\u1ec7p c\u00f3 th\u1ec3 y\u00eau c\u1ea7u c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 AI t\u1ef1 \u0111\u1ed9ng kh\u1edfi t\u1ea1o to\u00e0n b\u1ed9 c\u1ea5u tr\u00fac d\u1ef1 \u00e1n th\u00f4ng qua <\/span><b>Agents CLI<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u01b0a ra y\u00eau c\u1ea7u b\u00e0i to\u00e1n:<\/b><span style=\"font-weight: 400;\"> Ng\u01b0\u1eddi qu\u1ea3n l\u00fd ho\u1eb7c l\u1eadp tr\u00ecnh vi\u00ean cung c\u1ea5p y\u00eau c\u1ea7u b\u1eb1ng c\u00e2u l\u1ec7nh t\u1ef1 nhi\u00ean cho c\u00f4ng c\u1ee5 AI<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">V\u00ed d\u1ee5: &#8220;H\u00e3y s\u1eed d\u1ee5ng agents-cli \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t t\u00e1c nh\u00e2n AI c\u00f3 kh\u1ea3 n\u0103ng n\u00e9n v\u0103n b\u1ea3n d\u00e0i th\u00e0nh c\u00e1c b\u1ea3n t\u00f3m t\u1eaft ng\u1eafn g\u1ecdn, s\u00fac t\u00edch&#8221;.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ef1 \u0111\u1ed9ng t\u1ea1o t\u00e0i li\u1ec7u thi\u1ebft k\u1ebf:<\/b><span style=\"font-weight: 400;\"> C\u00f4ng c\u1ee5 AI s\u1ebd t\u1ef1 \u0111\u1ed9ng k\u00edch ho\u1ea1t k\u1ef9 n\u0103ng c\u1ee7a Agents CLI \u0111\u1ec3 \u0111\u1eb7t c\u00e2u h\u1ecfi l\u00e0m r\u00f5 nhu c\u1ea7u, sau \u0111\u00f3 xu\u1ea5t ra t\u1ec7p t\u00e0i li\u1ec7u thi\u1ebft k\u1ebf chi ti\u1ebft.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ea1o ra khung m\u00e3 ngu\u1ed3n:<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng t\u1ea1o c\u1ea5u tr\u00fac th\u01b0 m\u1ee5c chu\u1ea9n, bao g\u1ed3m m\u00e3 ngu\u1ed3n, b\u1ed9 k\u1ecbch b\u1ea3n ki\u1ec3m th\u1eed v\u00e0 c\u00e1c g\u00f3i ph\u1ee5 thu\u1ed9c c\u1ee7a <\/span><b>Google ADK<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_3_Dinh_hinh_logic_van_hanh_va_thiet_lap_chi_dan_cho_Agent\"><\/span><b>B\u01b0\u1edbc 3: \u0110\u1ecbnh h\u00ecnh logic v\u1eadn h\u00e0nh v\u00e0 thi\u1ebft l\u1eadp ch\u1ec9 d\u1eabn cho Agent<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Sau khi c\u00f3 khung d\u1ef1 \u00e1n, b\u01b0\u1edbc ti\u1ebfp theo l\u00e0 c\u1ea5u h\u00ecnh t\u01b0 duy v\u00e0 quy t\u1eafc \u1ee9ng x\u1eed cho t\u00e1c nh\u00e2n AI.\u00a0<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Bang_tong_hop_cac_thanh_phan_cau_hinh_cot_loi_trong_Google_ADK\"><\/span><b>B\u1ea3ng t\u1ed5ng h\u1ee3p c\u00e1c th\u00e0nh ph\u1ea7n c\u1ea5u h\u00ecnh c\u1ed1t l\u00f5i trong Google ADK<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<table>\n<tbody>\n<tr>\n<td><b>Th\u00e0nh ph\u1ea7n c\u1ea5u h\u00ecnh<\/b><\/td>\n<td><b>N\u1ed9i dung th\u1ef1c hi\u1ec7n<\/b><\/td>\n<td><b>M\u1ee5c \u0111\u00edch v\u1eadn h\u00e0nh<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng (Base Model)<\/b><\/td>\n<td><span style=\"font-weight: 400;\">T\u00edch h\u1ee3p m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef th\u1ebf h\u1ec7 m\u1edbi nh\u01b0 Gemini 3.5 Flash.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Cung c\u1ea5p kh\u1ea3 n\u0103ng suy lu\u1eadn v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean si\u00eau t\u1ed1c.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Ch\u1ec9 d\u1eabn h\u1ec7 th\u1ed1ng (System Instruction)<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Thi\u1ebft l\u1eadp vai tr\u00f2, quy t\u1eafc n\u00e9n v\u0103n b\u1ea3n, v\u0103n phong v\u00e0 v\u00ed d\u1ee5 m\u1eabu.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0110\u1ecbnh h\u00ecnh ph\u1ea3n h\u1ed3i ch\u00ednh x\u00e1c, lo\u1ea1i b\u1ecf t\u1eeb th\u1eeba v\u00e0 gi\u1eef nguy\u00ean thu\u1eadt ng\u1eef chuy\u00ean m\u00f4n.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>C\u00f4ng c\u1ee5 m\u1edf r\u1ed9ng (Tools\/APIs)<\/b><\/td>\n<td><span style=\"font-weight: 400;\">K\u1ebft n\u1ed1i v\u1edbi kho d\u1eef li\u1ec7u BigQuery ho\u1eb7c c\u00e1c API d\u1ecbch v\u1ee5 n\u1ed9i b\u1ed9.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Cho ph\u00e9p AI t\u1ef1 \u0111\u1ed9ng tra c\u1ee9u v\u00e0 th\u1ef1c thi c\u00e1c t\u00e1c v\u1ee5 doanh nghi\u1ec7p.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">Ch\u1ec9 d\u1eabn h\u1ec7 th\u1ed1ng \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t &#8220;b\u1ea3n quy t\u1eafc l\u00e0m vi\u1ec7c&#8221; d\u00e0nh ri\u00eang cho AI. \u0110\u1ec3 b\u1ea1n d\u1ec5 h\u00ecnh dung, h\u00e3y xem x\u00e9t b\u00e0i to\u00e1n thi\u1ebft l\u1eadp m\u1ed9t t\u00e1c nh\u00e2n AI n\u00e9n th\u00f4ng tin v\u1eadn h\u00e0nh:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e2u l\u1ec7nh ch\u1ec9 d\u1eabn m\u1eabu trong h\u1ec7 th\u1ed1ng: &#8220;B\u1ea1n l\u00e0 m\u1ed9t Agent x\u1eed l\u00fd v\u0103n b\u1ea3n n\u1ed9i b\u1ed9. Nhi\u1ec7m v\u1ee5 c\u1ee7a b\u1ea1n l\u00e0 ti\u1ebfp nh\u1eadn c\u00e1c \u0111o\u1ea1n th\u00f4ng b\u00e1o v\u1eadn h\u00e0nh d\u00e0i d\u00f2ng v\u00e0 n\u00e9n l\u1ea1i th\u00e0nh b\u1ea3n t\u00f3m t\u1eaft c\u1ef1c k\u1ef3 ng\u1eafn g\u1ecdn, s\u00fac t\u00edch. Quy t\u1eafc v\u1eadn h\u00e0nh: B\u1ecf to\u00e0n b\u1ed9 c\u00e1c c\u00e2u t\u1eeb x\u00e3 giao v\u00e0 t\u1eeb n\u1ed1i kh\u00f4ng c\u1ea7n thi\u1ebft; ch\u1ec9 gi\u1eef l\u1ea1i h\u00e0nh \u0111\u1ed9ng c\u1ed1t l\u00f5i v\u00e0 c\u00e1c thu\u1eadt ng\u1eef k\u1ef9 thu\u1eadt quan tr\u1ecdng; v\u0103n phong d\u1ee9t kho\u00e1t, tr\u1ef1c di\u1ec7n.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">V\u0103n b\u1ea3n \u0111\u1ea7u v\u00e0o t\u1eeb nh\u00e2n vi\u00ean: &#8216;T\u00f4i mu\u1ed1n b\u00e1o c\u00e1o r\u1eb1ng h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7 l\u01b0u tr\u1eef \u0111ang g\u1eb7p s\u1ef1 c\u1ed1 qu\u00e1 t\u1ea3i, xin ph\u00e9p b\u1ed9 ph\u1eadn k\u1ef9 thu\u1eadt h\u1ed7 tr\u1ee3 chuy\u1ec3n \u0111\u1ed5i h\u1ea1 t\u1ea7ng \u1ee9ng d\u1ee5ng sang m\u00f4i tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y ngay l\u1eadp t\u1ee9c.&#8217;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u1ea3n h\u1ed3i c\u1ee7a AI sau khi n\u00e9n: &#8216;M\u00e1y ch\u1ee7 qu\u00e1 t\u1ea3i. C\u1ea7n chuy\u1ec3n \u1ee9ng d\u1ee5ng sang \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y. Th\u1ef1c hi\u1ec7n ngay.'&#8221;<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Nh\u1edd c\u00f3 ch\u1ec9 d\u1eabn n\u00e0y, t\u00e1c nh\u00e2n AI \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng qua Google ADK s\u1ebd kh\u00f4ng tr\u1ea3 l\u1eddi lan man m\u00e0 lu\u00f4n \u0111\u01b0a ra k\u1ebft qu\u1ea3 ng\u1eafn g\u1ecdn, gi\u00fap \u0111\u1ed9i ng\u0169 v\u1eadn h\u00e0nh ti\u1ebft ki\u1ec7m t\u1ed1i \u0111a th\u1eddi gian \u0111\u1ecdc hi\u1ec3u th\u00f4ng tin<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_4_Danh_gia_va_kiem_tra_chat_luong_phan_hoi_tu_dong\"><\/span><b>B\u01b0\u1edbc 4: \u0110\u00e1nh gi\u00e1 v\u00e0 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i t\u1ef1 \u0111\u1ed9ng<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u01b0\u1edbc khi \u0111\u01b0a AI Agent v\u00e0o v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf l\u00e0 y\u00eau c\u1ea7u b\u1eaft bu\u1ed9c \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p. <\/span><b>Google ADK<\/b><span style=\"font-weight: 400;\"> h\u1ed7 tr\u1ee3 c\u01a1 ch\u1ebf \u0111\u00e1nh gi\u00e1 t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u00e0n to\u00e0n th\u00f4ng qua ph\u01b0\u01a1ng ph\u00e1p m\u00f4 h\u00ecnh \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh LLM-as-a-judge.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ea1o b\u1ed9 d\u1eef li\u1ec7u ki\u1ec3m tra:<\/b><span style=\"font-weight: 400;\"> Y\u00eau c\u1ea7u c\u00f4ng c\u1ee5 AI t\u1ea1o t\u1ec7p d\u1eef li\u1ec7u ki\u1ec3m tra ch\u1ee9a c\u00e1c k\u1ecbch b\u1ea3n c\u00e2u h\u1ecfi t\u1eeb \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn ph\u1ee9c t\u1ea1p nh\u01b0 ki\u1ec3m tra kh\u1ea3 n\u0103ng t\u00f3m t\u1eaft, kh\u1ea3 n\u0103ng gi\u1eef thu\u1eadt ng\u1eef chuy\u00ean m\u00f4n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ch\u1ea1y \u0111\u00e1nh gi\u00e1 t\u1ef1 \u0111\u1ed9ng:<\/b><span style=\"font-weight: 400;\"> S\u1eed d\u1ee5ng l\u1ec7nh <\/span><b>agents-cli eval run<\/b><span style=\"font-weight: 400;\"> \u0111\u1ec3 h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng ch\u1ea5m \u0111i\u1ec3m ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i c\u1ee7a AI Agent.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tinh ch\u1ec9nh li\u00ean t\u1ee5c:<\/b><span style=\"font-weight: 400;\"> N\u1ebfu c\u00f3 k\u1ecbch b\u1ea3n kh\u00f4ng \u0111\u1ea1t ti\u00eau chu\u1ea9n, l\u1eadp tr\u00ecnh vi\u00ean ch\u1ec9 c\u1ea7n ph\u1ea3n h\u1ed3i l\u1ea1i b\u1eb1ng c\u00e2u l\u1ec7nh t\u1ef1 nhi\u00ean \u0111\u1ec3 AI t\u1ef1 \u0111\u1ed9ng tinh ch\u1ec9nh c\u00e2u l\u1ec7nh ch\u1ec9 d\u1eabn cho \u0111\u1ebfn khi \u0111\u1ea1t ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1i \u01b0u.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_5_Trien_khai_ha_tang_Cloud_Run_va_kich_hoat_he_thong_giam_sat\"><\/span><b>B\u01b0\u1edbc 5: Tri\u1ec3n khai h\u1ea1 t\u1ea7ng Cloud Run v\u00e0 k\u00edch ho\u1ea1t h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Sau khi ho\u00e0n t\u1ea5t kh\u00e2u ki\u1ec3m tra, <a href=\"https:\/\/gcloudvn.com\/en\/google-gemini-enterprise\/\">AI<\/a> Agent s\u1ebd \u0111\u01b0\u1ee3c \u0111\u01b0a l\u00ean h\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y Google Cloud \u0111\u1ec3 s\u1eb5n s\u00e0ng ph\u1ee5c v\u1ee5 ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tri\u1ec3n khai t\u1ef1 \u0111\u1ed9ng l\u00ean Cloud Run:<\/b><span style=\"font-weight: 400;\"> Ch\u1ec9 v\u1edbi c\u00e2u l\u1ec7nh &#8220;H\u00e3y tri\u1ec3n khai t\u00e1c nh\u00e2n n\u00e0y l\u00ean Cloud Run&#8221;, c\u00f4ng c\u1ee5 <\/span><b>Agents CLI<\/b><span style=\"font-weight: 400;\"> s\u1ebd t\u1ef1 \u0111\u1ed9ng c\u1ea5u h\u00ecnh container, \u0111\u1ea9y \u1ee9ng d\u1ee5ng l\u00ean Cloud Run v\u00e0 cung c\u1ea5p \u0111\u01b0\u1eddng d\u1eabn URL ch\u00ednh th\u1ee9c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>M\u1edf r\u1ed9ng t\u00e0i nguy\u00ean linh ho\u1ea1t:<\/b><span style=\"font-weight: 400;\"> H\u1ea1 t\u1ea7ng Cloud Run gi\u00fap t\u00e1c nh\u00e2n AI t\u1ef1 \u0111\u1ed9ng co gi\u00e3n t\u00e0i nguy\u00ean theo l\u01b0\u1ee3ng truy c\u1eadp th\u1ef1c t\u1ebf, gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u chi ph\u00ed v\u1eadn h\u00e0nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>K\u00edch ho\u1ea1t gi\u00e1m s\u00e1t chuy\u00ean s\u00e2u:<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng t\u00edch h\u1ee3p c\u00f4ng c\u1ee5 Cloud Trace \u0111\u1ec3 theo d\u00f5i th\u1eddi gian ph\u1ea3n h\u1ed3i c\u1ee7a m\u00f4 h\u00ecnh AI. Doanh nghi\u1ec7p c\u0169ng c\u00f3 th\u1ec3 y\u00eau c\u1ea7u AI t\u1ef1 \u0111\u1ed9ng kh\u1edfi t\u1ea1o kho l\u01b0u tr\u1eef Cloud Storage v\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u BigQuery \u0111\u1ec3 ghi l\u1ea1i to\u00e0n b\u1ed9 nh\u1eadt k\u00fd t\u01b0\u01a1ng t\u00e1c ph\u1ee5c v\u1ee5 vi\u1ec7c ph\u00e2n t\u00edch n\u00e2ng cao.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Dong_hanh_cung_Gimasys_tren_hanh_trinh_ung_dung_AI_giai_phap_Google_Cloud\"><\/span><b>\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys tr\u00ean h\u00e0nh tr\u00ecnh \u1ee9ng d\u1ee5ng AI gi\u1ea3i ph\u00e1p Google Cloud<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">L\u00e0 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c c\u1ea5p cao (Premier Partner) c\u1ee7a Google Cloud t\u1ea1i Vi\u1ec7t Nam, Gimasys kh\u00f4ng ch\u1ec9 cung c\u1ea5p c\u00f4ng c\u1ee5 m\u00e0 c\u00f2n mang \u0111\u1ebfn gi\u1ea3i ph\u00e1p t\u01b0 v\u1ea5n to\u00e0n di\u1ec7n v\u00e0 tri\u1ec3n khai k\u1ef9 thu\u1eadt chuy\u00ean s\u00e2u, gi\u00fap doanh nghi\u1ec7p hi\u1ec7n th\u1ef1c h\u00f3a m\u1ee5c ti\u00eau t\u1ef1 \u0111\u1ed9ng h\u00f3a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u01b0 v\u1ea5n ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng t\u1ed1i \u01b0u:<\/b><span style=\"font-weight: 400;\"> Kh\u1ea3o s\u00e1t m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh v\u00e0 h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac AI Agent ph\u00f9 h\u1ee3p v\u1edbi m\u1ee9c gi\u00e1 t\u1ed1i \u01b0u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u v\u00e0 ki\u1ec3m so\u00e1t \u0111\u1ed9 ch\u00ednh x\u00e1c:<\/b><span style=\"font-weight: 400;\"> H\u1ed7 tr\u1ee3 chu\u1ea9n h\u00f3a v\u00e0 thi\u1ebft l\u1eadp c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a AI Agent.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ed3ng h\u00e0nh t\u00edch h\u1ee3p v\u00e0 chuy\u1ec3n giao c\u00f4ng ngh\u1ec7:<\/b><span style=\"font-weight: 400;\"> S\u00e1t c\u00e1nh c\u00f9ng \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt n\u1ed9i b\u1ed9 c\u1ee7a doanh nghi\u1ec7p trong su\u1ed1t qu\u00e1 tr\u00ecnh \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng m\u01b0\u1ee3t m\u00e0 v\u00e0 an to\u00e0n tuy\u1ec7t \u0111\u1ed1i.<\/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;\">Vi\u1ec7c n\u1eafm v\u1eefng kh\u00e1i ni\u1ec7m <\/span><b>Google ADK l\u00e0 g\u00ec<\/b><span style=\"font-weight: 400;\"> c\u0169ng nh\u01b0 quy tr\u00ecnh <\/span><b>t\u1ea1o Google AI Agent<\/b><span style=\"font-weight: 400;\"> ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a gi\u00fap doanh nghi\u1ec7p ch\u1ee7 \u0111\u1ed9ng trong l\u1ed9 tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 m\u1ea1nh m\u1ebd c\u1ee7a Google Cloud v\u00e0 n\u0103ng l\u1ef1c tri\u1ec3n khai chuy\u00ean s\u00e2u t\u1eeb Gimasys s\u1ebd gi\u00fap qu\u00e1 tr\u00ecnh \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a doanh nghi\u1ec7p di\u1ec5n ra nhanh ch\u00f3ng, an to\u00e0n v\u00e0 \u0111\u1ea1t hi\u1ec7u qu\u1ea3 cao nh\u1ea5t.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u00e3y <a href=\"https:\/\/gcloudvn.com\/en\/dang-ky-dung-thu\/\">li\u00ean h\u1ec7 ngay<\/a> v\u1edbi \u0111\u1ed9i ng\u0169 chuy\u00ean gia t\u1ea1i Gimasys \u0111\u1ec3 nh\u1eadn t\u01b0 v\u1ea5n chi ti\u1ebft v\u1ec1 l\u1ed9 tr\u00ecnh tri\u1ec3n khai AI Agent t\u1ed1i \u01b0u nh\u1ea5t cho doanh nghi\u1ec7p c\u1ee7a b\u1ea1n!<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Trong chi\u1ebfn l\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a k\u00eanh t\u01b0\u01a1ng t\u00e1c c\u00f9ng quy tr\u00ecnh v\u1eadn h\u00e0nh \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u ngu\u1ed3n l\u1ef1c v\u00e0 duy tr\u00ec s\u1ef1 k\u1ebft n\u1ed1i&hellip;<\/p>","protected":false},"author":2,"featured_media":26123,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-26134","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\/26134","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=26134"}],"version-history":[{"count":2,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26134\/revisions"}],"predecessor-version":[{"id":26136,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26134\/revisions\/26136"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/26123"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=26134"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=26134"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=26134"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}