{"id":24480,"date":"2025-12-30T13:45:56","date_gmt":"2025-12-30T06:45:56","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=24480"},"modified":"2025-12-30T13:45:56","modified_gmt":"2025-12-30T06:45:56","slug":"google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/","title":{"rendered":"Google ADK (Agent Development Kit): B\u1ed9 c\u00f4ng c\u1ee5 \u0111\u1ec3 x\u00e2y d\u1ef1ng &#8220;Nh\u00e2n vi\u00ean K\u1ef9 thu\u1eadt s\u1ed1&#8221; cho Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Trong l\u00e0n s\u00f3ng Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o hi\u1ec7n nay, c\u00e1c doanh nghi\u1ec7p \u0111\u00e3 b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng c\u00e1c chatbot th\u00f4ng minh, c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ee3 l\u00fd \u1ea3o \u0111\u1ec3 t\u0103ng hi\u1ec7u su\u1ea5t. Tuy nhi\u00ean, h\u1ea7u h\u1ebft c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y v\u1eabn \u0111ang ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng &#8220;chuy\u00ean gia&#8221; \u0111\u01a1n l\u1ebb, t\u00e0i n\u0103ng nh\u01b0ng c\u00f4 \u0111\u1ed9c, ch\u1ec9 c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft m\u1ed9t ph\u1ea7n c\u1ee7a m\u1ed9t quy tr\u00ecnh l\u1edbn. Con ng\u01b0\u1eddi v\u1eabn ph\u1ea3i \u0111\u00f3ng vai tr\u00f2 l\u00e0 &#8220;ch\u1ea5t k\u1ebft d\u00ednh&#8221;, t\u1ed1n th\u1eddi gian \u0111\u1ec3 chuy\u1ec3n giao th\u00f4ng tin v\u00e0 k\u1ebft n\u1ed1i c\u00e1c c\u00f4ng \u0111o\u1ea1n r\u1eddi r\u1ea1c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nh\u01b0ng s\u1ebd ra sao n\u1ebfu b\u1ea1n kh\u00f4ng ch\u1ec9 &#8220;s\u1eed d\u1ee5ng&#8221; c\u00e1c c\u00f4ng c\u1ee5 <a href=\"https:\/\/gcloudvn.com\/en\/gemini-ai\/\">AI<\/a>, m\u00e0 c\u00f3 th\u1ec3 t\u1ef1 m\u00ecnh &#8220;x\u00e2y d\u1ef1ng&#8221; n\u00ean m\u1ed9t &#8220;nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt s\u1ed1&#8221; ho\u00e0n ch\u1ec9nh? M\u1ed9t nh\u00e2n vi\u00ean c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c quy tr\u00ecnh nghi\u1ec7p v\u1ee5 ph\u1ee9c t\u1ea1p t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i, t\u1ef1 \u0111\u1ed9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng n\u1ed9i b\u1ed9 v\u00e0 ph\u1ed1i h\u1ee3p v\u1edbi c\u00e1c &#8220;\u0111\u1ed3ng nghi\u1ec7p AI&#8221; kh\u00e1c?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u00e2y ch\u00ednh l\u00e0 t\u1ea7m nh\u00ecn m\u00e0 Google ADK (Agent Development Kit) mang l\u1ea1i. H\u00e3y h\u00ecnh dung ADK kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t s\u1ea3n ph\u1ea9m l\u00e0m s\u1eb5n, m\u00e0 l\u00e0 m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 ki\u1ebfn t\u1ea1o (framework) to\u00e0n di\u1ec7n, cung c\u1ea5p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n m\u1ecdi th\u1ee9 h\u1ecd c\u1ea7n &#8211; t\u1eeb modules, templates, cho \u0111\u1ebfn APIs &#8211; \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u00ean c\u00e1c t\u00e1c nh\u00e2n AI (AI Agents) chuy\u00ean bi\u1ec7t, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang cho b\u00e0i to\u00e1n c\u1ee7a doanh nghi\u1ec7p m\u00ecnh.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 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\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Giai_ma_Google_ADK_Bo_cong_cu_de_tao_ra_mot_AI_Agent_hoan_chinh\" >Gi\u1ea3i m\u00e3 Google ADK: B\u1ed9 c\u00f4ng c\u1ee5 \u0111\u1ec3 t\u1ea1o ra m\u1ed9t AI Agent ho\u00e0n ch\u1ec9nh<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Cac_Thanh_phan_Chinh_cua_Bo_cong_cu_Google_ADK\" >C\u00e1c Th\u00e0nh ph\u1ea7n Ch\u00ednh c\u1ee7a B\u1ed9 c\u00f4ng c\u1ee5 Google ADK<\/a><\/li><\/ul><\/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\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Ung_dung_thuc_te_Ban_co_the_xay_dung_nhung_Agent_nao\" >\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf: B\u1ea1n c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng nh\u1eefng Agent n\u00e0o?<\/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\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#1_Agent_Dich_vu_Khach_hang_Customer_Service_Agent\" >1. Agent D\u1ecbch v\u1ee5 Kh\u00e1ch h\u00e0ng (Customer Service 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\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#2_Agent_Phan_tich_Tai_chinh_Financial_Analyst_Agent\" >2. Agent Ph\u00e2n t\u00edch T\u00e0i ch\u00ednh (Financial Analyst Agent)<\/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\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#3_He_thong_Da_Tac_nhan_San_xuat_Multi-Agent_for_Manufacturing\" >3. H\u1ec7 th\u1ed1ng \u0110a T\u00e1c nh\u00e2n S\u1ea3n xu\u1ea5t (Multi-Agent for Manufacturing)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Va_con_nhieu_ung_dung_khac%E2%80%A6\" >V\u00e0 c\u00f2n nhi\u1ec1u \u1ee9ng d\u1ee5ng kh\u00e1c&#8230;<\/a><\/li><\/ul><\/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\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Gimasys_Kien_truc_su_Agent_cho_Doanh_nghiep_cua_ban\" >Gimasys: Ki\u1ebfn tr\u00fac s\u01b0 Agent cho Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Thach_thuc_cua_viec_tu_van_hanh\" >Th\u00e1ch th\u1ee9c c\u1ee7a vi\u1ec7c t\u1ef1 v\u1eadn h\u00e0nh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Tai_sao_Gimasys_la_Lua_chon_chien_luoc\" >T\u1ea1i sao Gimasys l\u00e0 L\u1ef1a ch\u1ecdn chi\u1ebfn l\u01b0\u1ee3c?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Gimasys_giup_ban_bien_Google_ADK_thanh_Giai_phap_Hoan_chinh\" >Gimasys gi\u00fap b\u1ea1n bi\u1ebfn Google ADK th\u00e0nh Gi\u1ea3i ph\u00e1p Ho\u00e0n ch\u1ec9nh<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/#Ket_luan\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Giai_ma_Google_ADK_Bo_cong_cu_de_tao_ra_mot_AI_Agent_hoan_chinh\"><\/span><b>Gi\u1ea3i m\u00e3 Google ADK: B\u1ed9 c\u00f4ng c\u1ee5 \u0111\u1ec3 t\u1ea1o ra m\u1ed9t AI Agent ho\u00e0n ch\u1ec9nh<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 hi\u1ec3u r\u00f5 Google ADK, \u0111i\u1ec1u quan tr\u1ecdng \u0111\u1ea7u ti\u00ean c\u1ea7n kh\u1eb3ng \u0111\u1ecbnh: ADK kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng hay m\u1ed9t s\u1ea3n ph\u1ea9m \u0111\u00f3ng g\u00f3i duy nh\u1ea5t. N\u00f3 l\u00e0 m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 (Kit) d\u00e0nh cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c d\u1ecbch v\u1ee5 v\u00e0 n\u1ec1n t\u1ea3ng m\u1ea1nh m\u1ebd nh\u1ea5t tr\u00ean <a href=\"https:\/\/gcloudvn.com\/en\/google-cloud-platform\/\">Google Cloud<\/a>, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng c\u00f9ng nhau, cho ph\u00e9p b\u1ea1n x\u00e2y d\u1ef1ng n\u00ean c\u00e1c t\u00e1c nh\u00e2n AI (AI Agents) th\u1ebf h\u1ec7 m\u1edbi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ed9t &#8220;nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt s\u1ed1&#8221; \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1eb1ng ADK kh\u00f4ng ch\u1ec9 bi\u1ebft tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n m\u1ed9t quy tr\u00ecnh nghi\u1ec7p v\u1ee5 ho\u00e0n ch\u1ec9nh nh\u1edd v\u00e0o ba n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L\u00fd lu\u1eadn (Reasoning): Th\u1ea5u hi\u1ec3u c\u00e1c y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p, \u0111a chi\u1ec1u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. V\u00ed d\u1ee5, n\u00f3 hi\u1ec3u c\u00e2u &#8220;Ki\u1ec3m tra xem kh\u00e1ch h\u00e0ng X c\u00f3 \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 n\u00e2ng h\u1ea1ng th\u00e0nh vi\u00ean kh\u00f4ng v\u00e0 g\u1eedi email th\u00f4ng b\u00e1o cho h\u1ecd&#8221; bao g\u1ed3m nhi\u1ec1u b\u01b0\u1edbc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L\u1eadp k\u1ebf ho\u1ea1ch (Planning): T\u1ef1 \u0111\u1ed9ng chia nh\u1ecf y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p \u0111\u00f3 th\u00e0nh m\u1ed9t chu\u1ed7i c\u00e1c b\u01b0\u1edbc logic c\u1ea7n th\u1ef1c hi\u1ec7n, v\u00ed d\u1ee5: (1) T\u00ecm th\u00f4ng tin kh\u00e1ch h\u00e0ng X trong CRM, (2) \u0110\u1ed1i chi\u1ebfu v\u1edbi ch\u00ednh s\u00e1ch th\u00e0nh vi\u00ean, (3) So\u1ea1n th\u1ea3o email, (4) G\u1eedi email.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 (Tool Use): Th\u1ef1c thi t\u1eebng b\u01b0\u1edbc trong k\u1ebf ho\u1ea1ch b\u1eb1ng c\u00e1ch g\u1ecdi \u0111\u1ebfn c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 h\u1ec7 th\u1ed1ng b\u00ean ngo\u00e0i, v\u00ed d\u1ee5: g\u1ecdi API c\u1ee7a Salesforce \u0111\u1ec3 l\u1ea5y d\u1eef li\u1ec7u, g\u1ecdi API c\u1ee7a SendGrid \u0111\u1ec3 g\u1eedi email.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">V\u1eady, nh\u1eefng s\u1ea3n ph\u1ea9m n\u00e0o n\u1eb1m trong b\u1ed9 c\u00f4ng c\u1ee5 ADK n\u00e0y?<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Cac_Thanh_phan_Chinh_cua_Bo_cong_cu_Google_ADK\"><\/span><b>C\u00e1c Th\u00e0nh ph\u1ea7n Ch\u00ednh c\u1ee7a B\u1ed9 c\u00f4ng c\u1ee5 Google ADK<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">H\u00e3y h\u00ecnh dung vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t AI Agent gi\u1ed1ng nh\u01b0 l\u1eafp r\u00e1p m\u1ed9t chi\u1ebfc m\u00e1y t\u00ednh cao c\u1ea5p. B\u1ea1n c\u1ea7n c\u00f3 bo m\u1ea1ch ch\u1ee7, CPU, RAM, \u1ed5 c\u1ee9ng v\u00e0 c\u00e1c c\u1ed5ng k\u1ebft n\u1ed1i. Google ADK cung c\u1ea5p t\u1ea5t c\u1ea3 nh\u1eefng linh ki\u1ec7n \u0111\u00f3.<\/span><\/p>\n<p>&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td><span style=\"font-weight: 400;\">Linh ki\u1ec7n<\/span><\/td>\n<td><span style=\"font-weight: 400;\">S\u1ea3n ph\u1ea9m T\u01b0\u01a1ng \u1ee9ng trong Google ADK<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Vai tr\u00f2 trong AI Agent<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Khung s\u01b0\u1eddn &amp; M\u00f4i tr\u01b0\u1eddng L\u1eafp r\u00e1p<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Vertex AI Agent Builder<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 &#8220;x\u01b0\u1edfng&#8221; ch\u00ednh, l\u00e0 m\u00f4i tr\u01b0\u1eddng h\u1ee3p nh\u1ea5t n\u01a1i c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n thi\u1ebft k\u1ebf, x\u00e2y d\u1ef1ng, th\u1eed nghi\u1ec7m v\u00e0 tri\u1ec3n khai c\u00e1c agent c\u1ee7a m\u00ecnh.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">B\u1ed9 n\u00e3o &amp; Kh\u1ea3 n\u0103ng T\u01b0 duy<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Gemini Models (Pro, Advanced)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 &#8220;CPU&#8221; c\u1ee7a agent, cung c\u1ea5p kh\u1ea3 n\u0103ng l\u00fd lu\u1eadn, l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 th\u1ea5u hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean m\u1ed9t c\u00e1ch s\u00e2u s\u1eafc, gi\u00fap agent hi\u1ec3u \u0111\u01b0\u1ee3c nh\u1eefng y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Tr\u00ed nh\u1edb &amp; Ki\u1ebfn th\u1ee9c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Vertex AI Search<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 &#8220;\u1ed5 c\u1ee9ng&#8221; ch\u1ee9a to\u00e0n b\u1ed9 tri th\u1ee9c c\u1ee7a doanh nghi\u1ec7p. N\u00f3 cho ph\u00e9p agent nhanh ch\u00f3ng truy xu\u1ea5t th\u00f4ng tin t\u1eeb c\u01a1 s\u1edf ki\u1ebfn th\u1ee9c n\u1ed9i b\u1ed9 (t\u00e0i li\u1ec7u k\u1ef9 thu\u1eadt, ch\u00ednh s\u00e1ch nh\u00e2n s\u1ef1, th\u00f4ng tin s\u1ea3n ph\u1ea9m&#8230;) \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng H\u00e0nh \u0111\u1ed9ng<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Cloud Functions &amp; Apigee API Management<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 nh\u1eefng &#8220;c\u00e1nh tay&#8221; v\u00e0 &#8220;\u0111\u00f4i ch\u00e2n&#8221; c\u1ee7a agent, cho ph\u00e9p n\u00f3 th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng trong th\u1ebf gi\u1edbi th\u1ef1c. Cloud Functions cho ph\u00e9p agent ch\u1ea1y c\u00e1c \u0111o\u1ea1n m\u00e3 t\u00f9y ch\u1ec9nh, trong khi Apigee gi\u00fap qu\u1ea3n l\u00fd v\u00e0 g\u1ecdi \u0111\u1ebfn c\u00e1c API c\u1ee7a h\u1ec7 th\u1ed1ng kh\u00e1c (nh\u01b0 ERP, CRM) m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 c\u00f3 ki\u1ec3m so\u00e1t.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng Giao ti\u1ebfp &amp; T\u01b0\u01a1ng t\u00e1c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Dialogflow CX<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 &#8220;b\u1ed9 x\u1eed l\u00fd giao ti\u1ebfp&#8221; ti\u00ean ti\u1ebfn, gi\u00fap agent qu\u1ea3n l\u00fd c\u00e1c lu\u1ed3ng h\u1ed9i tho\u1ea1i ph\u1ee9c t\u1ea1p, duy tr\u00ec ng\u1eef c\u1ea3nh qua nhi\u1ec1u l\u01b0\u1ee3t n\u00f3i, v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi d\u00f9ng m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean, linh ho\u1ea1t nh\u01b0 m\u1ed9t nh\u00e2n vi\u00ean h\u1ed7 tr\u1ee3 chuy\u00ean nghi\u1ec7p.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/attachment\/images-1-4\/\" rel=\"attachment wp-att-24486\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24486\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/images-1.png\" alt=\"\" width=\"300\" height=\"168\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/images-1.png 300w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/images-1-18x10.png 18w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ung_dung_thuc_te_Ban_co_the_xay_dung_nhung_Agent_nao\"><\/span><b>\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf: B\u1ea1n c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng nh\u1eefng Agent n\u00e0o?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">V\u1edbi b\u1ed9 c\u00f4ng c\u1ee5 Google ADK, gi\u1edbi h\u1ea1n duy nh\u1ea5t ch\u00ednh l\u00e0 tr\u00ed t\u01b0\u1edfng t\u01b0\u1ee3ng c\u1ee7a b\u1ea1n. Kh\u1ea3 n\u0103ng k\u1ebft h\u1ee3p c\u00e1c th\u00e0nh ph\u1ea7n kh\u00e1c nhau cho ph\u00e9p doanh nghi\u1ec7p x\u00e2y d\u1ef1ng n\u00ean v\u00f4 s\u1ed1 c\u00e1c &#8220;nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt s\u1ed1&#8221; (agents) chuy\u00ean bi\u1ec7t, gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n nghi\u1ec7p v\u1ee5 ph\u1ee9c t\u1ea1p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t v\u00e0i v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Agent_Dich_vu_Khach_hang_Customer_Service_Agent\"><\/span><b>1. Agent D\u1ecbch v\u1ee5 Kh\u00e1ch h\u00e0ng (Customer Service Agent)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">T\u00ecnh hu\u1ed1ng: M\u1ed9t kh\u00e1ch h\u00e0ng h\u1ecfi: &#8220;T\u1ea1i sao \u0111\u01a1n h\u00e0ng #123 c\u1ee7a t\u00f4i v\u1eabn ch\u01b0a \u0111\u01b0\u1ee3c giao?&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1ch Agent ho\u1ea1t \u0111\u1ed9ng:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L\u00fd lu\u1eadn &amp; L\u1eadp k\u1ebf ho\u1ea1ch: Agent kh\u00f4ng ch\u1ec9 tr\u1ea3 l\u1eddi theo k\u1ecbch b\u1ea3n. N\u00f3 hi\u1ec3u r\u1eb1ng \u0111\u00e2y l\u00e0 m\u1ed9t y\u00eau c\u1ea7u c\u1ea7n x\u00e1c minh th\u00f4ng tin v\u00e0 c\u00f3 th\u1ec3 c\u1ea7n h\u00e0nh \u0111\u1ed9ng ti\u1ebfp theo. N\u00f3 l\u00ean k\u1ebf ho\u1ea1ch: (1) G\u1ecdi API h\u1ec7 th\u1ed1ng Logistics \u0111\u1ec3 l\u1ea5y tr\u1ea1ng th\u00e1i \u0111\u01a1n h\u00e0ng #123, (2) Ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1ea3 v\u1ec1, (3) N\u1ebfu c\u00f3 v\u1ea5n \u0111\u1ec1, t\u1ea1o phi\u1ebfu h\u1ed7 tr\u1ee3 v\u00e0 th\u00f4ng b\u00e1o cho kh\u00e1ch.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">H\u00e0nh \u0111\u1ed9ng: Agent s\u1eed d\u1ee5ng Cloud Functions \u0111\u1ec3 g\u1ecdi API c\u1ee7a h\u1ec7 th\u1ed1ng logistics. N\u00f3 ph\u00e1t hi\u1ec7n \u0111\u01a1n h\u00e0ng b\u1ecb k\u1eb9t \u1edf kho. Ngay l\u1eadp t\u1ee9c, n\u00f3 g\u1ecdi m\u1ed9t API kh\u00e1c \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ea1o m\u1ed9t phi\u1ebfu h\u1ed7 tr\u1ee3 (ticket) trong Salesforce v\u1edbi m\u1ee9c \u0111\u1ed9 \u01b0u ti\u00ean cao v\u00e0 \u0111\u1ed3ng th\u1eddi g\u1eedi m\u1ed9t tin nh\u1eafn cho kh\u00e1ch h\u00e0ng: &#8220;Ch\u00fang t\u00f4i r\u1ea5t ti\u1ebfc v\u1ec1 s\u1ef1 ch\u1eadm tr\u1ec5 c\u1ee7a \u0111\u01a1n h\u00e0ng #123. M\u1ed9t phi\u1ebfu h\u1ed7 tr\u1ee3 \u0111\u00e3 \u0111\u01b0\u1ee3c t\u1ea1o v\u00e0 \u0111\u1ed9i ng\u0169 c\u1ee7a ch\u00fang t\u00f4i s\u1ebd li\u00ean h\u1ec7 v\u1edbi b\u1ea1n trong v\u00f2ng 2 gi\u1edd.&#8221;<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">C\u00f4ng c\u1ee5 ADK s\u1eed d\u1ee5ng:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Vertex AI Agent Builder \u0111\u1ec3 x\u00e2y d\u1ef1ng agent.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Vertex AI Search \u0111\u1ec3 tra c\u1ee9u ch\u00ednh s\u00e1ch giao h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cloud Functions \u0111\u1ec3 g\u1ecdi API c\u1ee7a h\u1ec7 th\u1ed1ng Logistics v\u00e0 Salesforce.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_Agent_Phan_tich_Tai_chinh_Financial_Analyst_Agent\"><\/span><b>2. Agent Ph\u00e2n t\u00edch T\u00e0i ch\u00ednh (Financial Analyst Agent)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">T\u00ecnh hu\u1ed1ng: Gi\u00e1m \u0111\u1ed1c T\u00e0i ch\u00ednh (CFO) y\u00eau c\u1ea7u: &#8220;T\u1ea1o cho t\u00f4i b\u00e1o c\u00e1o so s\u00e1nh doanh thu theo t\u1eebng v\u00f9ng trong Qu\u00fd 1 n\u0103m nay so v\u1edbi n\u0103m ngo\u00e1i, tr\u1ef1c quan h\u00f3a b\u1eb1ng bi\u1ec3u \u0111\u1ed3 v\u00e0 g\u1eedi email cho ban l\u00e3nh \u0111\u1ea1o.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1ch Agent ho\u1ea1t \u0111\u1ed9ng:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L\u00fd lu\u1eadn &amp; L\u1eadp k\u1ebf ho\u1ea1ch: Agent hi\u1ec3u y\u00eau c\u1ea7u bao g\u1ed3m: (1) Truy v\u1ea5n d\u1eef li\u1ec7u doanh thu t\u1eeb kho d\u1eef li\u1ec7u, (2) X\u1eed l\u00fd v\u00e0 so s\u00e1nh d\u1eef li\u1ec7u, (3) T\u1ea1o bi\u1ec3u \u0111\u1ed3, (4) So\u1ea1n v\u00e0 g\u1eedi email.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">H\u00e0nh \u0111\u1ed9ng: Agent s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 t\u00edch h\u1ee3p s\u1eb5n c\u1ee7a BigQuery trong ADK \u0111\u1ec3 vi\u1ebft v\u00e0 th\u1ef1c thi c\u00e1c c\u00e2u l\u1ec7nh SQL truy v\u1ea5n doanh thu. Sau \u0111\u00f3, n\u00f3 s\u1eed d\u1ee5ng m\u1ed9t th\u01b0 vi\u1ec7n Python \u0111\u1ec3 t\u1ea1o file b\u00e1o c\u00e1o k\u00e8m bi\u1ec3u \u0111\u1ed3. Cu\u1ed1i c\u00f9ng, n\u00f3 d\u00f9ng API c\u1ee7a Gmail \u0111\u1ec3 so\u1ea1n m\u1ed9t email, \u0111\u00ednh k\u00e8m file b\u00e1o c\u00e1o v\u00e0 g\u1eedi \u0111\u1ebfn danh s\u00e1ch email c\u1ee7a ban l\u00e3nh \u0111\u1ea1o.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">C\u00f4ng c\u1ee5 ADK s\u1eed d\u1ee5ng:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Vertex AI Agent Builder v\u1edbi c\u00f4ng c\u1ee5 t\u00edch h\u1ee3p s\u1eb5n c\u1ee7a BigQuery.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cloud Functions \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 t\u1ea1o b\u00e1o c\u00e1o.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">API c\u1ee7a Gmail \u0111\u1ec3 g\u1eedi email.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_He_thong_Da_Tac_nhan_San_xuat_Multi-Agent_for_Manufacturing\"><\/span><b>3. H\u1ec7 th\u1ed1ng \u0110a T\u00e1c nh\u00e2n S\u1ea3n xu\u1ea5t (Multi-Agent for Manufacturing)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">T\u00ecnh hu\u1ed1ng (N\u00e2ng cao): M\u1ed9t Agent Qu\u1ea3n l\u00fd \u0110\u01a1n h\u00e0ng ti\u1ebfp nh\u1eadn m\u1ed9t y\u00eau c\u1ea7u s\u1ea3n xu\u1ea5t l\u1edbn.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1ch c\u00e1c Agent ph\u1ed1i h\u1ee3p:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent Qu\u1ea3n l\u00fd kh\u00f4ng t\u1ef1 m\u00ecnh l\u00e0m t\u1ea5t c\u1ea3. N\u00f3 giao nhi\u1ec7m v\u1ee5 cho Agent Kho (k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng ERP): &#8220;Ki\u1ec3m tra xem kho c\u00f3 \u0111\u1ee7 1000 \u0111\u01a1n v\u1ecb nguy\u00ean v\u1eadt li\u1ec7u X kh\u00f4ng.&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent Kho b\u00e1o l\u1ea1i l\u00e0 c\u00f3 \u0111\u1ee7. Agent Qu\u1ea3n l\u00fd ti\u1ebfp t\u1ee5c giao vi\u1ec7c cho Agent L\u1eadp k\u1ebf ho\u1ea1ch S\u1ea3n xu\u1ea5t: &#8220;H\u00e3y x\u1ebfp l\u1ecbch s\u1ea3n xu\u1ea5t cho \u0111\u01a1n h\u00e0ng n\u00e0y tr\u00ean chuy\u1ec1n s\u1ed1 2 v\u00e0o tu\u1ea7n t\u1edbi.&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sau khi l\u1ecbch \u0111\u01b0\u1ee3c x\u1ebfp, c\u00e1c agent s\u1ebd li\u00ean t\u1ee5c c\u1eadp nh\u1eadt tr\u1ea1ng th\u00e1i cho nhau v\u00e0 b\u00e1o c\u00e1o ti\u1ebfn \u0111\u1ed9 t\u1ed5ng th\u1ec3 v\u1ec1 cho Agent Qu\u1ea3n l\u00fd.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">C\u00f4ng c\u1ee5 ADK s\u1eed d\u1ee5ng: Nhi\u1ec1u agent \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng t\u1eeb Vertex AI Agent Builder v\u00e0 \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh \u0111\u1ec3 giao ti\u1ebfp, ph\u1ed1i h\u1ee3p v\u1edbi nhau th\u00f4ng qua c\u00e1c API n\u1ed9i b\u1ed9.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Va_con_nhieu_ung_dung_khac%E2%80%A6\"><\/span><b>V\u00e0 c\u00f2n nhi\u1ec1u \u1ee9ng d\u1ee5ng kh\u00e1c&#8230;<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng c\u1ee7a ADK c\u00f2n m\u1edf r\u1ed9ng ra nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent Tuy\u1ec3n d\u1ee5ng: T\u1ef1 \u0111\u1ed9ng qu\u00e9t CV t\u1eeb c\u01a1 s\u1edf d\u1eef li\u1ec7u, \u0111\u1ed1i chi\u1ebfu v\u1edbi m\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c v\u00e0 l\u00ean l\u1ecbch ph\u1ecfng v\u1ea5n v\u1edbi c\u00e1c \u1ee9ng vi\u00ean ph\u00f9 h\u1ee3p nh\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent IT Helpdesk: X\u1eed l\u00fd c\u00e1c y\u00eau c\u1ea7u h\u1ed7 tr\u1ee3 ph\u1ed5 bi\u1ebfn nh\u01b0 reset m\u1eadt kh\u1ea9u, c\u1ea5p quy\u1ec1n truy c\u1eadp ph\u1ea7n m\u1ec1m b\u1eb1ng c\u00e1ch t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent Marketing: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb Google Analytics, t\u1ef1 \u0111\u1ed9ng \u0111\u1ec1 xu\u1ea5t c\u00e1c nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau m\u1edbi v\u00e0 kh\u1edfi t\u1ea1o c\u00e1c chi\u1ebfn d\u1ecbch qu\u1ea3ng c\u00e1o th\u1eed nghi\u1ec7m qua API c\u1ee7a Google Ads.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agent Ph\u00e1p l\u00fd: Gi\u00fap c\u00e1c lu\u1eadt s\u01b0 nhanh ch\u00f3ng tra c\u1ee9u, t\u00f3m t\u1eaft c\u00e1c \u0111i\u1ec1u kho\u1ea3n li\u00ean quan trong h\u00e0ng ng\u00e0n h\u1ee3p \u0111\u1ed3ng v\u00e0 v\u0103n b\u1ea3n ph\u00e1p lu\u1eadt n\u1ed9i b\u1ed9.<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-platform\/google-adk-agent-development-kit-bo-cong-cu-de-xay-dung-nhan-vien-ky-thuat-so-cho-doanh-nghiep-cua-ban\/attachment\/hero_tools_make_an_agent-max-2500x2500\/\" rel=\"attachment wp-att-24484\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24484\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/hero_tools_make_an_agent.max-2500x2500-1.png\" alt=\"\" width=\"2436\" height=\"1200\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/hero_tools_make_an_agent.max-2500x2500-1.png 2436w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/hero_tools_make_an_agent.max-2500x2500-1-768x378.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/hero_tools_make_an_agent.max-2500x2500-1-1536x757.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/hero_tools_make_an_agent.max-2500x2500-1-2048x1009.png 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2025\/12\/hero_tools_make_an_agent.max-2500x2500-1-18x9.png 18w\" sizes=\"auto, (max-width: 2436px) 100vw, 2436px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Gimasys_Kien_truc_su_Agent_cho_Doanh_nghiep_cua_ban\"><\/span><b>Gimasys: Ki\u1ebfn tr\u00fac s\u01b0 Agent cho Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Google ADK cung c\u1ea5p cho b\u1ea1n m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd, gi\u1ed1ng nh\u01b0 m\u1ed9t \u0111\u1ed9ng c\u01a1 F1 hi\u1ec7u su\u1ea5t cao. Nh\u01b0ng \u0111\u1ec3 ch\u1ebf t\u1ea1o n\u00ean m\u1ed9t chi\u1ebfc xe \u0111ua chi\u1ebfn th\u1eafng, b\u1ea1n c\u1ea7n nhi\u1ec1u h\u01a1n m\u1ed9t \u0111\u1ed9ng c\u01a1. B\u1ea1n c\u1ea7n m\u1ed9t \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 b\u1eadc th\u1ea7y c\u00f3 th\u1ec3 thi\u1ebft k\u1ebf khung s\u01b0\u1eddn, h\u1ec7 th\u1ed1ng treo v\u00e0 k\u1ebft n\u1ed1i m\u1ecdi th\u1ee9 l\u1ea1i v\u1edbi nhau. T\u01b0\u01a1ng t\u1ef1, vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t AI Agent th\u1ef1c s\u1ef1 h\u1eefu \u00edch v\u00e0 mang l\u1ea1i gi\u00e1 tr\u1ecb \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n l\u00e0 ch\u1ec9 bi\u1ebft v\u1ec1 c\u00f4ng ngh\u1ec7.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Thach_thuc_cua_viec_tu_van_hanh\"><\/span><b>Th\u00e1ch th\u1ee9c c\u1ee7a vi\u1ec7c t\u1ef1 v\u1eadn h\u00e0nh<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 m\u1ed9t &#8220;b\u1ed9 kit&#8221; d\u00e0nh cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, kh\u00f4ng ph\u1ea3i m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u01a1n gi\u1ea3n. \u0110\u1ec3 bi\u1ebfn n\u00f3 th\u00e0nh m\u1ed9t t\u00e0i s\u1ea3n chi\u1ebfn l\u01b0\u1ee3c, doanh nghi\u1ec7p c\u1ea7n c\u00f3 s\u1ef1 am hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Quy tr\u00ecnh Nghi\u1ec7p v\u1ee5: \u0110\u00e2u l\u00e0 &#8220;n\u00fat th\u1eaft&#8221; trong quy tr\u00ecnh hi\u1ec7n t\u1ea1i? Agent n\u00ean \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng v\u00e0o \u0111\u00e2u \u0111\u1ec3 mang l\u1ea1i t\u00e1c \u0111\u1ed9ng l\u1edbn nh\u1ea5t?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ki\u1ebfn tr\u00fac H\u1ec7 th\u1ed1ng: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 Agent c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3 v\u1edbi h\u1ec7 th\u1ed1ng ERP, CRM \u0111ang c\u00f3? C\u1ea7n x\u00e2y d\u1ef1ng nh\u1eefng API n\u00e0o?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi\u1ebfn l\u01b0\u1ee3c D\u1eef li\u1ec7u: D\u1eef li\u1ec7u n\u00e0o c\u1ea7n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 training cho Agent? L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o Agent h\u1ecdc \u0111\u01b0\u1ee3c \u0111\u00fang quy tr\u00ecnh v\u00e0 v\u0103n h\u00f3a c\u1ee7a c\u00f4ng ty?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y \u0111\u00f2i h\u1ecfi m\u1ed9t \u0111\u1ed1i t\u00e1c c\u00f3 n\u0103ng l\u1ef1c giao thoa gi\u1eefa c\u00f4ng ngh\u1ec7 v\u00e0 kinh doanh.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Tai_sao_Gimasys_la_Lua_chon_chien_luoc\"><\/span><b>T\u1ea1i sao Gimasys l\u00e0 L\u1ef1a ch\u1ecdn chi\u1ebfn l\u01b0\u1ee3c?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">V\u1edbi v\u1ecb th\u1ebf l\u00e0 \u0110\u1ed1i t\u00e1c Cao c\u1ea5p (Premier Partner) c\u1ee7a Google Cloud, <a href=\"https:\/\/gcloudvn.com\/en\/\">Gimasys<\/a> c\u00f3 chuy\u00ean m\u00f4n s\u00e2u nh\u1ea5t v\u1ec1 c\u00e1c c\u00f4ng ngh\u1ec7 AI c\u1ee7a Google. Nh\u01b0ng \u0111i\u1ec1u th\u1ef1c s\u1ef1 t\u1ea1o n\u00ean s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a ch\u00fang t\u00f4i l\u00e0 kinh nghi\u1ec7m d\u00e0y d\u1eb7n trong vi\u1ec7c tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng doanh nghi\u1ec7p c\u1ed1t l\u00f5i nh\u01b0 Salesforce v\u00e0 Oracle NetSuite.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ch\u00ednh s\u1ef1 giao thoa n\u00e0y cho ph\u00e9p Gimasys kh\u00f4ng ch\u1ec9 hi\u1ec3u ng\u00f4n ng\u1eef c\u1ee7a AI, m\u00e0 c\u00f2n hi\u1ec3u ng\u00f4n ng\u1eef c\u1ee7a kinh doanh. Ch\u00fang t\u00f4i bi\u1ebft c\u00e1ch \u0111\u1ec3 m\u1ed9t AI Agent c\u00f3 th\u1ec3 \u0111\u1ecdc, hi\u1ec3u v\u00e0 h\u00e0nh \u0111\u1ed9ng tr\u00ean d\u1eef li\u1ec7u t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng m\u00e0 doanh nghi\u1ec7p b\u1ea1n \u0111ang v\u1eadn h\u00e0nh m\u1ed7i ng\u00e0y.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Gimasys_giup_ban_bien_Google_ADK_thanh_Giai_phap_Hoan_chinh\"><\/span><b>Gimasys gi\u00fap b\u1ea1n bi\u1ebfn Google ADK th\u00e0nh Gi\u1ea3i ph\u00e1p Ho\u00e0n ch\u1ec9nh<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Ch\u00fang t\u00f4i kh\u00f4ng ch\u1ec9 b\u00e1n c\u00f4ng ngh\u1ec7, ch\u00fang t\u00f4i \u0111\u1ed3ng h\u00e0nh c\u00f9ng b\u1ea1n \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u00ean m\u1ed9t gi\u1ea3i ph\u00e1p ho\u00e0n ch\u1ec9nh th\u00f4ng qua m\u1ed9t quy tr\u00ecnh b\u00e0i b\u1ea3n:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Thi\u1ebft k\u1ebf Quy tr\u00ecnh (Process Design): Ch\u00fang t\u00f4i b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c c\u00f9ng b\u1ea1n &#8220;v\u1ebd l\u1ea1i b\u1ea3n \u0111\u1ed3&#8221; quy tr\u00ecnh v\u1eadn h\u00e0nh hi\u1ec7n t\u1ea1i. Ch\u00fang t\u00f4i s\u1ebd x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c nh\u1eefng n\u01a1i m\u1ed9t Agent c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 th\u1ee7 c\u00f4ng, gi\u1ea3i ph\u00f3ng con ng\u01b0\u1eddi v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">B\u1eadc th\u1ea7y T\u00edch h\u1ee3p H\u1ec7 th\u1ed1ng (System Integration Mastery): \u0110\u00e2y l\u00e0 n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i v\u00e0 kh\u00e1c bi\u1ec7t nh\u1ea5t c\u1ee7a Gimasys. Ch\u00fang t\u00f4i s\u1ebd x\u00e2y d\u1ef1ng nh\u1eefng &#8220;c\u1ea7u n\u1ed1i&#8221; API v\u1eefng ch\u1eafc \u0111\u1ec3 agent c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh tr\u01a1n tru v\u00e0 ra l\u1ec7nh cho c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c. V\u00ed d\u1ee5, \u0111\u1ec3 agent c\u00f3 th\u1ec3 t\u1ef1 m\u00ecnh t\u1ea1o m\u1ed9t \u0111\u01a1n h\u00e0ng trong NetSuite, c\u1eadp nh\u1eadt m\u1ed9t c\u01a1 h\u1ed9i kinh doanh trong Salesforce, hay g\u1eedi m\u1ed9t y\u00eau c\u1ea7u \u0111\u1ebfn h\u1ec7 th\u1ed1ng logistics.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">X\u00e2y d\u1ef1ng v\u00e0 Hu\u1ea5n luy\u1ec7n Agent: S\u1eed d\u1ee5ng b\u1ed9 c\u00f4ng c\u1ee5 Google ADK, \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 c\u1ee7a Gimasys s\u1ebd x\u00e2y d\u1ef1ng c\u00e1c agent chuy\u00ean m\u00f4n theo \u0111\u00fang thi\u1ebft k\u1ebf. Quan tr\u1ecdng h\u01a1n, ch\u00fang t\u00f4i s\u1ebd training cho c\u00e1c agent n\u00e0y b\u1eb1ng ch\u00ednh d\u1eef li\u1ec7u v\u00e0 c\u00e1c quy tr\u00ecnh nghi\u1ec7p v\u1ee5 \u0111\u1eb7c th\u00f9 c\u1ee7a doanh nghi\u1ec7p b\u1ea1n, \u0111\u1ea3m b\u1ea3o ch\u00fang ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch th\u00f4ng minh v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi v\u0103n h\u00f3a c\u1ee7a t\u1ed5 ch\u1ee9c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u01b0 v\u1ea5n B\u1ea3o m\u1eadt v\u00e0 Qu\u1ea3n tr\u1ecb: M\u1ed9t &#8220;nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt s\u1ed1&#8221; c\u0169ng c\u1ea7n \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd. Gimasys s\u1ebd t\u01b0 v\u1ea5n v\u00e0 thi\u1ebft l\u1eadp c\u00e1c khu\u00f4n kh\u1ed5 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c agent ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch an to\u00e0n, tu\u00e2n th\u1ee7 nghi\u00eam ng\u1eb7t c\u00e1c ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, v\u00e0 \u0111\u01b0\u1ee3c theo d\u00f5i, qu\u1ea3n tr\u1ecb m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/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;\">Cu\u1ed9c c\u00e1ch m\u1ea1ng Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o \u0111ang b\u01b0\u1edbc v\u00e0o m\u1ed9t giai \u0111o\u1ea1n m\u1edbi. L\u1ee3i th\u1ebf c\u1ea1nh tranh s\u1ebd kh\u00f4ng c\u00f2n \u0111\u1ebfn t\u1eeb vi\u1ec7c mua c\u00e1c c\u00f4ng c\u1ee5 AI m\u00e0 m\u1ecdi \u0111\u1ed1i th\u1ee7 \u0111\u1ec1u c\u00f3 th\u1ec3 s\u1edf h\u1eefu. N\u00f3 s\u1ebd \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u00ecnh b\u1edfi nh\u1eefng doanh nghi\u1ec7p c\u00f3 kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng n\u00ean c\u00e1c &#8220;nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt s\u1ed1&#8221; \u0111\u1ed9c quy\u1ec1n, \u0111\u01b0\u1ee3c customize cho ch\u00ednh quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 v\u0103n h\u00f3a c\u1ee7a ri\u00eang m\u00ecnh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Google ADK kh\u00f4ng cung c\u1ea5p cho b\u1ea1n m\u1ed9t gi\u1ea3i ph\u00e1p; n\u00f3 trao cho b\u1ea1n m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5, cho ph\u00e9p b\u1ea1n t\u1ef1 m\u00ecnh thi\u1ebft k\u1ebf v\u00e0 x\u00e2y d\u1ef1ng n\u00ean nh\u1eefng l\u1ee3i th\u1ebf c\u1ea1nh tranh b\u1ec1n v\u1eefng \u0111\u00f3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00ec v\u1eady, c\u00e2u h\u1ecfi chi\u1ebfn l\u01b0\u1ee3c d\u00e0nh cho c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o h\u00f4m nay kh\u00f4ng c\u00f2n l\u00e0 &#8220;Li\u1ec7u ch\u00fang ta c\u00f3 n\u00ean l\u00e0m \u0111i\u1ec1u n\u00e0y kh\u00f4ng?&#8221;. C\u00e2u h\u1ecfi \u0111\u00fang ph\u1ea3i l\u00e0: &#8220;Ai s\u1ebd \u0111\u1ed3ng h\u00e0nh c\u00f9ng ch\u00fang ta \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u00ean \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt s\u1ed1 n\u00e0y, v\u00e0 ch\u00fang ta s\u1ebd b\u1eaft \u0111\u1ea7u t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh n\u00e0o \u0111\u1ec3 t\u1ea1o ra t\u00e1c \u0111\u1ed9ng l\u1edbn nh\u1ea5t?&#8221;. <a href=\"https:\/\/gcloudvn.com\/en\/dang-ky-dung-thu\/\">Contact Gimasys<\/a> ngay h\u00f4m nay \u0111\u1ec3 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng nh\u1eefng Agent AI \u0111\u1ea7u ti\u00ean c\u1ee7a doanh nghi\u1ec7p.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Trong l\u00e0n s\u00f3ng Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o hi\u1ec7n nay, c\u00e1c doanh nghi\u1ec7p \u0111\u00e3 b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng c\u00e1c chatbot th\u00f4ng minh, c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ee3 l\u00fd \u1ea3o \u0111\u1ec3 t\u0103ng hi\u1ec7u su\u1ea5t. Tuy nhi\u00ean, h\u1ea7u h\u1ebft&hellip;<\/p>","protected":false},"author":2,"featured_media":24485,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-24480","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\/24480","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=24480"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/24480\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/24485"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=24480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=24480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=24480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}