{"id":26936,"date":"2026-10-26T10:36:53","date_gmt":"2026-10-26T03:36:53","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=26936"},"modified":"2026-10-26T10:36:53","modified_gmt":"2026-10-26T03:36:53","slug":"data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/","title":{"rendered":"Data Agent Kit ch\u00ednh th\u1ee9c ph\u00e1t h\u00e0nh: T\u00edch h\u1ee3p Google Data Cloud v\u00e0o m\u1ecdi Coding Agent"},"content":{"rendered":"<p>Google Cloud Data Agent Kit \u0111\u00e3 ch\u00ednh th\u1ee9c ph\u00e1t h\u00e0nh di\u1ec7n r\u1ed9ng. Data Agent Kit l\u00e0 b\u1ed9 c\u00f4ng c\u1ee5 Model Context Protocol (MCP) v\u00e0 k\u1ef9 n\u0103ng agent mi\u1ec5n ph\u00ed gi\u00fap agent l\u1eadp tr\u00ecnh b\u1ea1n \u0111ang d\u00f9ng l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m d\u1eef li\u1ec7u Google Cloud (d\u00f9 d\u00f9ng Antigravity, Claude Code, Codex hay c\u00e1c c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn kh\u00e1c).<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/dak_blog_banner-max-2500x2500\/\" rel=\"attachment wp-att-26867\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26867\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/dak_blog_banner.max-2500x2500-1.png\" alt=\"\" width=\"2436\" height=\"1200\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/dak_blog_banner.max-2500x2500-1.png 2436w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/dak_blog_banner.max-2500x2500-1-768x378.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/dak_blog_banner.max-2500x2500-1-1536x757.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/dak_blog_banner.max-2500x2500-1-2048x1009.png 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/dak_blog_banner.max-2500x2500-1-18x9.png 18w\" sizes=\"auto, (max-width: 2436px) 100vw, 2436px\" \/><\/a><\/p>\n<p>V\u1edbi phi\u00ean b\u1ea3n GA, Google b\u1ed5 sung h\u1ed7 tr\u1ee3 cho BigQuery Graph, Bigtable, v\u00e0 Managed Service for Apache Spark truy c\u1eadp v\u00e0o Lakehouse m\u1edf, c\u00f9ng h\u00e0ng lo\u1ea1t c\u1ea3i ti\u1ebfn gi\u00fap tr\u1ea3i nghi\u1ec7m l\u00e0m vi\u1ec7c h\u00e0ng ng\u00e0y m\u01b0\u1ee3t m\u00e0 h\u01a1n.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/00-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent-da\/\" rel=\"attachment wp-att-26866\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26866\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/00-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent-da.gif\" alt=\"\" width=\"1878\" height=\"1190\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/00-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent-da.gif 1878w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/00-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent-da-768x487.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/00-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent-da-1536x973.gif 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/00-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent-da-18x12.gif 18w\" sizes=\"auto, (max-width: 1878px) 100vw, 1878px\" \/><\/a><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_88 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-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Data_Agent_Kit_la_gi\" >Data Agent Kit l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Cach_thuc_hoat_dong\" >How it works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Ung_dung_thuc_te\" >\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Phan_tich_va_Do_thi_BigQuery_va_BigQuery_Graph_Moi_trong_GA\" >Ph\u00e2n t\u00edch v\u00e0 \u0110\u1ed3 th\u1ecb: BigQuery v\u00e0 BigQuery Graph (M\u1edbi trong GA)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Co_so_du_lieu_van_hanh_va_thoi_gian_thuc_Spanner_AlloyDB_Cloud_SQL_va_Bigtable_Moi_trong_GA\" >C\u01a1 s\u1edf d\u1eef li\u1ec7u v\u1eadn h\u00e0nh v\u00e0 th\u1eddi gian th\u1ef1c: Spanner, AlloyDB, Cloud SQL v\u00e0 Bigtable (M\u1edbi trong GA)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Lakehouse_va_Spark_Managed_Service_for_Apache_Spark_va_Lakehouse_for_Apache_Iceberg_Moi_trong_GA\" >Lakehouse v\u00e0 Spark: Managed Service for Apache Spark v\u00e0 Lakehouse for Apache Iceberg (M\u1edbi trong GA)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Duong_ong_du_lieu_va_dieu_phoi_dbt_Dataform_va_Managed_Service_for_Apache_Airflow\" >\u0110\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec1u ph\u1ed1i: dbt, Dataform v\u00e0 Managed Service for Apache Airflow<\/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\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Nang_cao_trai_nghiem_lap_trinh_vien\" >N\u00e2ng cao tr\u1ea3i nghi\u1ec7m l\u1eadp tr\u00ecnh vi\u00ean<\/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\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#San_sang_cho_doanh_nghiep\" >Ready for business<\/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\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Cai_dat_va_Bat_dau\" >C\u00e0i \u0111\u1eb7t v\u00e0 B\u1eaft \u0111\u1ea7u<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Lua_chon_1_Cai_dat_Tien_ich_mo_rong_IDE\" >L\u1ef1a ch\u1ecdn 1: C\u00e0i \u0111\u1eb7t Ti\u1ec7n \u00edch m\u1edf r\u1ed9ng IDE<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gcloudvn.com\/en\/data-agent-kit-chinh-thuc-phat-hanh-tich-hop-google-data-cloud-vao-moi-coding-agent\/#Lua_chon_2_Cai_dat_Plugin_CLI\" >L\u1ef1a ch\u1ecdn 2: C\u00e0i \u0111\u1eb7t Plugin CLI<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Data_Agent_Kit_la_gi\"><\/span><b>Data Agent Kit l\u00e0 g\u00ec?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">C\u00e1c coding agent hi\u1ec7n nay r\u1ea5t gi\u1ecfi vi\u1ebft m\u00e3 SQL, PySpark hay quy tr\u00ecnh d\u1eef li\u1ec7u. Nh\u01b0ng \u0111i\u1ec1u ch\u00fang thi\u1ebfu l\u00e0 b\u1ed1i c\u1ea3nh m\u00f4i tr\u01b0\u1eddng: b\u1ea3ng n\u00e0o \u0111ang t\u1ed3n t\u1ea1i, ph\u00e2n chia d\u1eef li\u1ec7u ra sao, b\u1ea3ng n\u00e0o \u0111\u00e1ng tin c\u1eady hay t\u1ea1i sao t\u00e1c v\u1ee5 t\u1ed1i qua b\u1ecb l\u1ed7i. M\u1eb7c \u0111\u1ecbnh n\u1ebfu kh\u00f4ng c\u00f3 b\u1ed1i c\u1ea3nh, b\u1ea1n s\u1ebd ph\u1ea3i sao ch\u00e9p th\u1ee7 c\u00f4ng c\u1ea5u tr\u00fac b\u1ea3ng hay nh\u1eadt k\u00fd l\u1ed7i v\u00e0o khung tr\u00f2 chuy\u1ec7n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Data Agent Kit gi\u1ea3i quy\u1ebft kho\u1ea3ng tr\u1ed1ng \u0111\u00f3 nh\u1edd 2 y\u1ebfu t\u1ed1:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f4ng c\u1ee5 MCP: K\u1ebft n\u1ed1i h\u01a1n 15 d\u1ecbch v\u1ee5 Google Data Cloud \u0111\u1ec3 agent ki\u1ec3m tra c\u1ea5u tr\u00fac, ch\u1ea1y truy v\u1ea5n, \u0111\u1ecdc nh\u1eadt k\u00fd t\u00e1c v\u1ee5 v\u00e0 qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean m\u00f4i tr\u01b0\u1eddng live.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">K\u1ef9 n\u0103ng do Google bi\u00ean so\u1ea1n: H\u01b0\u1edbng d\u1eabn m\u00e3 ngu\u1ed3n m\u1edf t\u1eeb c\u00e1c k\u1ef9 s\u01b0 Google Cloud gi\u00fap d\u1ea1y agent c\u00e1c th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t nh\u01b0 t\u1ed1i \u01b0u SQL BigQuery, thi\u1ebft k\u1ebf kh\u00f3a h\u00e0ng Bigtable v\u00e0 x\u00e2y d\u1ef1ng quy tr\u00ecnh dbt (data build tool).<\/li>\n<\/ul>\n<p>B\u1ea1n c\u00f3 th\u1ec3 d\u00f9ng Data Agent Kit \u1edf b\u1ea5t k\u1ef3 \u0111\u00e2u: d\u01b0\u1edbi d\u1ea1ng ti\u1ec7n \u00edch m\u1edf r\u1ed9ng IDE cho VS Code, Antigravity, Cursor; plugin cho Antigravity CLI, Claude Code, Codex; ho\u1eb7c c\u00e0i s\u1eb5n trong Cloud Shell v\u00e0 Cloud Workstations. Ti\u1ec7n \u00edch m\u1edf r\u1ed9ng IDE t\u00edch h\u1ee3p phi\u00ean b\u1ea3n Google Cloud Console thu nh\u1ecf ngay trong tr\u00ecnh so\u1ea1n th\u1ea3o \u0111\u1ec3 b\u1ea1n xem d\u1eef li\u1ec7u v\u00e0 duy\u1ec7t c\u00f4ng vi\u1ec7c c\u1ee7a agent thu\u1eadn ti\u1ec7n.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Cach_thuc_hoat_dong\"><\/span><b>How it works<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Gi\u1ea3 s\u1eed b\u1ea1n y\u00eau c\u1ea7u agent: &#8220;D\u1ef1 b\u00e1o nhu c\u1ea7u th\u00e1ng t\u1edbi cho c\u00e1c s\u1ea3n ph\u1ea9m b\u00e1n ch\u1ea1y nh\u1ea5t v\u00e0 ki\u1ec3m tra xem kho h\u00e0ng c\u00f3 \u0111\u1ee7 \u0111\u00e1p \u1ee9ng kh\u00f4ng.&#8221; Data Agent Kit s\u1ebd t\u1ea3i c\u00e1c k\u1ef9 n\u0103ng li\u00ean quan \u0111\u1ec3 tu\u00e2n th\u1ee7 th\u1ef1c h\u00e0nh chu\u1ea9n c\u1ee7a Google. Agent t\u00ecm ki\u1ebfm c\u00e1c b\u1ea3ng tin c\u1eady tr\u00ean <\/span><a href=\"https:\/\/cloud.google.com\/dataplex\/docs\/introduction?utm_campaign=CDR_0xaea1deef_default_b566338695&amp;utm_medium=external&amp;utm_source=blog\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Knowledge Catalog<\/span><\/a><span style=\"font-weight: 400;\">, d\u00f9ng c\u00f4ng c\u1ee5 MCP ch\u1ea1y d\u1ef1 b\u00e1o trong <\/span><a href=\"https:\/\/cloud.google.com\/bigquery?utm_campaign=CDR_0xaea1deef_default_b566338695&amp;utm_medium=external&amp;utm_source=blog\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">BigQuery<\/span><\/a><span style=\"font-weight: 400;\">, ki\u1ec3m tra t\u1ed3n kho trong AlloyDB v\u00e0 tr\u1ea3 v\u1ec1 k\u1ebft qu\u1ea3 t\u1ed5ng h\u1ee3p. M\u1ecdi b\u01b0\u1edbc \u0111\u1ec1u th\u1ef1c thi theo quy\u1ec1n ph\u00e2n ph\u00e2n quy\u1ec1n IAM c\u1ee7a b\u1ea1n.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/01-data-agent-kit-is-now-ga-bring-google-d-max-2200x2200\/\" rel=\"attachment wp-att-26865\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26865\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/01-data-agent-kit-is-now-ga-bring-google-d.max-2200x2200-1.png\" alt=\"\" width=\"2200\" height=\"988\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/01-data-agent-kit-is-now-ga-bring-google-d.max-2200x2200-1.png 2200w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/01-data-agent-kit-is-now-ga-bring-google-d.max-2200x2200-1-768x345.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/01-data-agent-kit-is-now-ga-bring-google-d.max-2200x2200-1-1536x690.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/01-data-agent-kit-is-now-ga-bring-google-d.max-2200x2200-1-2048x920.png 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/01-data-agent-kit-is-now-ga-bring-google-d.max-2200x2200-1-18x8.png 18w\" sizes=\"auto, (max-width: 2200px) 100vw, 2200px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1ch Data Agent Kit k\u1ebft n\u1ed1i v\u1edbi d\u1eef li\u1ec7u.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Ung_dung_thuc_te\"><\/span><b>\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Data Agent Kit h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch, c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u1eadn h\u00e0nh, lakehouse v\u00e0 \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c v\u00ed d\u1ee5 th\u1ef1c t\u1ebf kh\u1edfi \u0111\u1ea7u v\u1edbi b\u1ea3n GA.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Phan_tich_va_Do_thi_BigQuery_va_BigQuery_Graph_Moi_trong_GA\"><\/span><b>Ph\u00e2n t\u00edch v\u00e0 \u0110\u1ed3 th\u1ecb: BigQuery v\u00e0 BigQuery Graph (M\u1edbi trong GA)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Bi\u1ec3u \u0111\u1ed3 \u0111\u1ed3 th\u1ecb gi\u00fap kh\u00e1m ph\u00e1 t\u1ef1 nhi\u00ean c\u00e1c m\u1ed1i quan h\u1ec7 (nh\u01b0 c\u00e1c s\u1ea3n ph\u1ea9m hay \u0111\u01b0\u1ee3c mua c\u00f9ng nhau). T\u1ea1o \u0111\u1ed3 th\u1ecb tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00f2i h\u1ecfi ph\u1ea3i vi\u1ebft th\u1ee7 c\u00f4ng DDL CREATE PROPERTY GRAPH, h\u1ecdc c\u00fa ph\u00e1p GQL v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c kh\u00f3a li\u00ean k\u1ebft.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gi\u1edd \u0111\u00e2y b\u1ea1n ch\u1ec9 c\u1ea7n m\u00f4 t\u1ea3 \u0111\u1ed3 th\u1ecb mong mu\u1ed1n v\u00e0 agent s\u1ebd t\u1ef1 t\u1ea1o. K\u1ef9 n\u0103ng bigquery-graph-author \u00e1nh x\u1ea1 c\u00e1c b\u1ea3ng th\u00e0nh c\u00e1c n\u00fat (node) v\u00e0 c\u1ea1nh (edge), ki\u1ec3m tra m\u1ed1i quan h\u1ec7 so v\u1edbi d\u1eef li\u1ec7u th\u1ef1c t\u1ebf v\u00e0 hi\u1ec3n th\u1ecb k\u1ebf ho\u1ea1ch ph\u00ea duy\u1ec7t. K\u1ef9 n\u0103ng bigquery-graph-query sau \u0111\u00f3 s\u1ebd vi\u1ebft GQL v\u00e0 tr\u00ecnh tr\u1ef1c quan h\u00f3a \u0111\u1ed3 th\u1ecb trong IDE cho ph\u00e9p b\u1ea1n thao t\u00e1c tr\u1ef1c ti\u1ebfp tr\u00ean k\u1ebft qu\u1ea3.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/02-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bq\/\" rel=\"attachment wp-att-26864\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26864\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/02-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bq.gif\" alt=\"\" width=\"930\" height=\"555\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/02-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bq.gif 930w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/02-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bq-768x458.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/02-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bq-18x12.gif 18w\" sizes=\"auto, (max-width: 930px) 100vw, 930px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">X\u00e2y d\u1ef1ng v\u00e0 tr\u1ef1c quan h\u00f3a \u0111\u1ed3 th\u1ecb thu\u1ed9c t\u00ednh BigQuery.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Co_so_du_lieu_van_hanh_va_thoi_gian_thuc_Spanner_AlloyDB_Cloud_SQL_va_Bigtable_Moi_trong_GA\"><\/span><b>C\u01a1 s\u1edf d\u1eef li\u1ec7u v\u1eadn h\u00e0nh v\u00e0 th\u1eddi gian th\u1ef1c: Spanner, AlloyDB, Cloud SQL v\u00e0 Bigtable (M\u1edbi trong GA)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">M\u1ed9t s\u1ed1 t\u00ednh n\u0103ng y\u00eau c\u1ea7u t\u1ea3i t\u1ee9c th\u00ec nh\u01b0 ngu\u1ed3n tin c\u00e1 nh\u00e2n h\u00f3a hay danh s\u00e1ch v\u1eeba xem. Bigtable thi\u1ebft k\u1ebf t\u1ed1i \u01b0u cho nhi\u1ec7m v\u1ee5 n\u00e0y nh\u1edd thi\u1ebft k\u1ebf kh\u00f3a h\u00e0ng hi\u1ec7u qu\u1ea3.<\/span><\/p>\n<p>V\u1edbi b\u1ea3n GA, Bigtable \u0111\u1ed3ng h\u00e0nh c\u00f9ng Spanner, AlloyDB v\u00e0 Cloud SQL tr\u1edf th\u00e0nh c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 \u0111\u1ea7y \u0111\u1ee7. K\u1ef9 n\u0103ng bigtable-basics gi\u00fap thi\u1ebft k\u1ebf c\u1ea5u tr\u00fac theo th\u00f3i quen \u0111\u1ecdc d\u1eef li\u1ec7u, c\u1ea3nh b\u00e1o c\u00e1c truy v\u1ea5n qu\u00e9t to\u00e0n b\u1ed9 b\u1ea3ng. Agent c\u00f3 th\u1ec3 t\u1ea1o b\u1ea3ng v\u00e0 truy v\u1ea5n b\u1eb1ng GoogleSQL. Trong IDE, b\u1ea1n c\u00f3 th\u1ec3 duy\u1ec7t c\u00e1c phi\u00ean b\u1ea3n v\u00e0 b\u1ea3ng Bigtable tr\u1ef1c ti\u1ebfp.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/03-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bi\/\" rel=\"attachment wp-att-26863\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26863\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/03-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bi.gif\" alt=\"\" width=\"930\" height=\"553\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/03-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bi.gif 930w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/03-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bi-768x457.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/03-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_bi-18x12.gif 18w\" sizes=\"auto, (max-width: 930px) 100vw, 930px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Agent h\u01b0\u1edbng d\u1eabn thi\u1ebft k\u1ebf c\u1ea5u tr\u00fac v\u00e0 truy v\u1ea5n Bigtable.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Lakehouse_va_Spark_Managed_Service_for_Apache_Spark_va_Lakehouse_for_Apache_Iceberg_Moi_trong_GA\"><\/span><b>Lakehouse v\u00e0 Spark: Managed Service for Apache Spark v\u00e0 Lakehouse for Apache Iceberg (M\u1edbi trong GA)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Agent \u0111\u00e3 c\u00f3 th\u1ec3 truy v\u1ea5n c\u00e1c b\u1ea3ng Apache Iceberg trong Lakehouse qua BigQuery. Gi\u1edd \u0111\u00e2y h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u1ea3ng n\u00e0y b\u1eb1ng Spark serverless tr\u00ean Managed Service for Apache Spark m\u00e0 kh\u00f4ng c\u1ea7n qu\u1ea3n l\u00fd c\u1ee5m m\u00e1y ch\u1ee7. M\u1ed7i phi\u00ean l\u00e0m vi\u1ec7c duy tr\u00ec tr\u1ea1ng th\u00e1i gi\u00fap t\u1eadn d\u1ee5ng \u0111\u1ea7y \u0111\u1ee7 t\u00ednh n\u0103ng c\u1ee7a Iceberg nh\u01b0 ph\u00e2n nh\u00e1nh (branching) hay truy xu\u1ea5t d\u1eef li\u1ec7u theo th\u1eddi gian (time travel).<\/p>\n<p><span style=\"font-weight: 400;\">D\u1eef li\u1ec7u kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i n\u1eb1m tr\u00ean Google Cloud. K\u1ef9 n\u0103ng federate-lakehouse-catalog k\u1ebft n\u1ed1i Lakehouse v\u1edbi AWS Glue v\u00e0 Databricks Unity Catalog \u0111\u1ec3 truy v\u1ea5n t\u1ea1i ch\u1ed7 m\u00e0 kh\u00f4ng c\u1ea7n x\u00e2y d\u1ef1ng quy tr\u00ecnh tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u tr\u01b0\u1edbc.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/04-data-agent-kit-is-now-ga-bring-google-d-max-1800x1800\/\" rel=\"attachment wp-att-26862\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26862\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/04-data-agent-kit-is-now-ga-bring-google-d.max-1800x1800-1.png\" alt=\"\" width=\"1716\" height=\"981\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/04-data-agent-kit-is-now-ga-bring-google-d.max-1800x1800-1.png 1716w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/04-data-agent-kit-is-now-ga-bring-google-d.max-1800x1800-1-768x439.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/04-data-agent-kit-is-now-ga-bring-google-d.max-1800x1800-1-1536x878.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/04-data-agent-kit-is-now-ga-bring-google-d.max-1800x1800-1-18x10.png 18w\" sizes=\"auto, (max-width: 1716px) 100vw, 1716px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e2n nh\u00e1nh v\u00e0 truy v\u1ea5n b\u1ea3ng Iceberg v\u1edbi Managed Service for Apache Spark.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Duong_ong_du_lieu_va_dieu_phoi_dbt_Dataform_va_Managed_Service_for_Apache_Airflow\"><\/span><b>\u0110\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec1u ph\u1ed1i: dbt, Dataform v\u00e0 Managed Service for Apache Airflow<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Khi logic ho\u00e0n t\u1ea5t, agent c\u00f3 th\u1ec3 chuy\u1ec3n \u0111\u1ed5i th\u00e0nh quy tr\u00ecnh t\u1ef1 v\u1eadn h\u00e0nh. Agent vi\u1ebft c\u00e1c m\u00f4 h\u00ecnh dbt ho\u1eb7c Dataform, sau \u0111\u00f3 k\u1ef9 n\u0103ng gcp-pipeline-orchestration s\u1ebd l\u00ean l\u1ecbch l\u1eadp tr\u00ecnh tr\u00ean Managed Service for Apache Airflow. C\u00e1c quy tr\u00ecnh c\u0169ng c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c b\u01b0\u1edbc tr\u00ean Gemini Enterprise Agent Platform.<\/p>\n<p><span style=\"font-weight: 400;\">Tr\u00ecnh tr\u1ef1c quan h\u00f3a trong IDE h\u1ed7 tr\u1ee3 theo d\u00f5i ti\u1ebfn \u0111\u1ed9 c\u00f4ng vi\u1ec7c. N\u1ebfu m\u1ed9t b\u01b0\u1edbc c\u1ea7n x\u1eed l\u00fd, t\u00ednh n\u0103ng Ch\u1ea9n \u0111o\u00e1n (Diagnose) s\u1ebd chuy\u1ec3n nh\u1eadt k\u00fd cho agent \u0111\u1ec3 ph\u00e2n t\u00edch nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 v\u00e0 \u0111\u1ec1 xu\u1ea5t ph\u01b0\u01a1ng \u00e1n s\u1eeda l\u1ed7i.<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/05-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_pi\/\" rel=\"attachment wp-att-26861\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26861\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/05-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_pi.gif\" alt=\"\" width=\"1280\" height=\"720\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/05-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_pi.gif 1280w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/05-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_pi-768x432.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/05-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_pi-18x10.gif 18w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">S\u1eeda l\u1ed7i quy tr\u00ecnh Airflow kh\u00f4ng th\u00e0nh c\u00f4ng c\u00f9ng v\u1edbi agent.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Nang_cao_trai_nghiem_lap_trinh_vien\"><\/span><b>N\u00e2ng cao tr\u1ea3i nghi\u1ec7m l\u1eadp tr\u00ecnh vi\u00ean<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">B\u1ea3n GA \u0111\u01a1n gi\u1ea3n h\u00f3a c\u00e1c thi\u1ebft l\u1eadp v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c h\u00e0ng ng\u00e0y. B\u1ea1n ch\u1ec9 c\u1ea7n \u0111\u0103ng nh\u1eadp m\u1ed9t l\u1ea7n v\u00e0 ch\u1ecdn d\u1ecbch v\u1ee5 Google Cloud s\u1eed d\u1ee5ng. Data Agent Kit s\u1ebd t\u1ef1 \u0111\u1ed9ng b\u1eadt c\u00e1c API c\u1ea7n thi\u1ebft v\u00e0 c\u1ea5u h\u00ecnh m\u00e1y ch\u1ee7 MCP. Tr\u00ecnh ch\u1ec9nh s\u1eeda SQL v\u00e0 s\u1ed5 tay h\u1ed7 tr\u1ee3 t\u1ea1o m\u00e3 n\u1ed9i d\u00f2ng, tham chi\u1ebfu @ t\u1edbi c\u00e1c b\u1ea3ng v\u00e0 so s\u00e1nh s\u1ef1 thay \u0111\u1ed5i \u0111\u1ec1 xu\u1ea5t. Ti\u1ec7n \u00edch m\u1edf r\u1ed9ng c\u0169ng chia s\u1ebb d\u1ef1 \u00e1n \u0111ang ch\u1ea1y v\u00e0 th\u00f4ng tin l\u1ed7i \u0111\u1ec3 agent hi\u1ec3u b\u1ed1i c\u1ea3nh t\u1ed1t h\u01a1n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c c\u00f4ng c\u1ee5 c\u1ed1t l\u00f5i \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a ph\u1ea3n h\u1ed3i nhanh h\u01a1n. S\u1ed5 tay Spark m\u1edbi t\u1ef1 \u0111\u1ed9ng t\u1ea1o v\u00e0 ch\u1ecdn m\u00f4i tr\u01b0\u1eddng th\u1ef1c thi Spark Connect, c\u00e1c truy v\u1ea5n Spark SQL ch\u1ea1y trong phi\u00ean c\u00f4 l\u1eadp c\u00f3 ch\u1ec9 s\u1ed1 th\u1ef1c thi. Tr\u00ecnh duy\u1ec7t danh m\u1ee5c t\u1ea3i nhanh h\u01a1n v\u00e0 t\u00edch h\u1ee3p c\u00e1c t\u1eadp d\u1eef li\u1ec7u c\u00f4ng khai BigQuery. K\u1ef9 n\u0103ng \u0111\u01b0\u1ee3c tinh ch\u1ec9nh gi\u00fap agent ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c nhanh h\u01a1n v\u00e0 t\u1ed1n \u00edt token h\u01a1n.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"San_sang_cho_doanh_nghiep\"><\/span><b>Ready for business<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Data Agent Kit \u0111\u01b0\u1ee3c cung c\u1ea5p ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed; b\u1ea1n ch\u1ec9 tr\u1ea3 ph\u00ed theo gi\u00e1 ti\u00eau chu\u1ea9n cho c\u00e1c d\u1ecbch v\u1ee5 Google Cloud m\u00e0 agent s\u1eed d\u1ee5ng. K\u1ef9 n\u0103ng h\u01b0\u1edbng d\u1eabn agent theo c\u00e1c m\u1eabu truy v\u1ea5n t\u1ed1i \u01b0u chi ph\u00ed (nh\u01b0 ki\u1ec3m tra kh\u00f3a ph\u00e2n v\u00f9ng tr\u01b0\u1edbc khi th\u1ef1c thi BigQuery). Do k\u1ef9 n\u0103ng l\u00e0 m\u00e3 ngu\u1ed3n m\u1edf tr\u00ean GitHub, doanh nghi\u1ec7p c\u00f3 th\u1ec3 ki\u1ec3m tra ho\u1eb7c t\u00f9y ch\u1ec9nh theo chu\u1ea9n n\u1ed9i b\u1ed9.<\/span><\/p>\n<p>V\u1ec1 ki\u1ec3m so\u00e1t truy c\u1eadp, agent k\u1ebft n\u1ed1i d\u01b0\u1edbi danh ngh\u0129a t\u00e0i kho\u1ea3n c\u1ee7a b\u1ea1n ho\u1eb7c t\u00e0i kho\u1ea3n d\u1ecbch v\u1ee5 gi\u1ea3 l\u1eadp, \u00e1p d\u1ee5ng t\u1ef1 \u0111\u1ed9ng c\u00e1c ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt h\u00e0ng v\u00e0 c\u1ed9t. Qu\u1ea3n tr\u1ecb vi\u00ean ki\u1ec3m so\u00e1t truy c\u1eadp MCP b\u1eb1ng IAM, s\u00e0ng l\u1ecdc l\u01b0u l\u01b0\u1ee3ng qua Model Armor v\u00e0 gi\u1edbi h\u1ea1n ph\u1ea1m vi qua VPC Service Controls.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Cai_dat_va_Bat_dau\"><\/span><b>C\u00e0i \u0111\u1eb7t v\u00e0 B\u1eaft \u0111\u1ea7u<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">B\u1ea1n c\u00f3 th\u1ec3 c\u00e0i \u0111\u1eb7t Data Agent Kit ch\u1ec9 trong ch\u01b0a \u0111\u1ea7y m\u1ed9t ph\u00fat tr\u00ean tr\u00ecnh ch\u1ec9nh s\u1eeda IDE ho\u1eb7c c\u1eeda s\u1ed5 d\u00f2ng l\u1ec7nh (terminal).<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Lua_chon_1_Cai_dat_Tien_ich_mo_rong_IDE\"><\/span><b>L\u1ef1a ch\u1ecdn 1: C\u00e0i \u0111\u1eb7t Ti\u1ec7n \u00edch m\u1edf r\u1ed9ng IDE<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ti\u1ec7n \u00edch m\u1edf r\u1ed9ng IDE: T\u00ecm ki\u1ebfm &#8220;Google Cloud Data Agent Kit&#8221; trong b\u1ea3ng Ti\u1ec7n \u00edch m\u1edf r\u1ed9ng c\u1ee7a VS Code, Antigravity IDE, Cursor ho\u1eb7c c\u00e1c tr\u00ecnh ch\u1ec9nh s\u1eeda t\u01b0\u01a1ng th\u00edch. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 c\u00e0i \u0111\u1eb7t t\u1eeb VS Code Marketplace ho\u1eb7c Open VSX.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Antigravity 2.0: Truy c\u1eadp Settings &gt; Customizations &gt; Build with Google Plugins, sau \u0111\u00f3 t\u1ea3i xu\u1ed1ng Data Agent Kit.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cloud Shell v\u00e0 Cloud Workstations: \u0110\u00e3 \u0111\u01b0\u1ee3c c\u00e0i \u0111\u1eb7t s\u1eb5n m\u1eb7c \u0111\u1ecbnh; b\u1ea1n ch\u1ec9 c\u1ea7n m\u1edf tr\u00ecnh ch\u1ec9nh s\u1eeda v\u00e0 \u0111\u0103ng nh\u1eadp.<\/span><\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"Lua_chon_2_Cai_dat_Plugin_CLI\"><\/span><b>L\u1ef1a ch\u1ecdn 2: C\u00e0i \u0111\u1eb7t Plugin CLI<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Ch\u1ea1y c\u00e2u l\u1ec7nh cho l\u1eadp tr\u00ecnh vi\u00ean agent \u01b0a th\u00edch c\u1ee7a b\u1ea1n b\u1eb1ng kho l\u01b0u tr\u1eef ch\u00ednh th\u1ee9c GoogleCloudPlatform\/data-agent-kit-plugin:<\/p>\n<p><span style=\"font-weight: 400;\"># Antigravity CLI<\/span><\/p>\n<p><span style=\"font-weight: 400;\">agy plugin install https:\/\/github.com\/GoogleCloudPlatform\/data-agent-kit-plugin<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u200b<\/span><span style=\"font-weight: 400;\"># Claude Code<\/span><\/p>\n<p><span style=\"font-weight: 400;\">claude plugin install data-agent-kit-starter-pack@claude-plugins-official<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u200b<\/span><span style=\"font-weight: 400;\"># Codex CLI<\/span><\/p>\n<p><span style=\"font-weight: 400;\">codex plugin marketplace add GoogleCloudPlatform\/data-agent-kit-plugin<\/span><\/p>\n<p><span style=\"font-weight: 400;\">codex plugin add dak@dak-marketplace<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sau \u0111\u00f3 h\u00e3y th\u1eed g\u1eedi c\u00e2u l\u1ec7nh \u0111\u1ea7u ti\u00ean:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">What are this week\u2019s fastest rising search terms in the US that weren\u2019t in the last week\u2019s top 10? Use the BigQuery public Google Trends dataset.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gcloudvn.com\/en\/skills-trong-ung-dung-gemini-va-workspace\/attachment\/06-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_cl\/\" rel=\"attachment wp-att-26860\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26860\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/06-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_cl.gif\" alt=\"\" width=\"930\" height=\"611\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/06-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_cl.gif 930w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/06-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_cl-768x505.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/06-data-agent-kit-is-now-ga-bring-google-data-cloud-to-any-coding-agent_cl-18x12.gif 18w\" sizes=\"auto, (max-width: 930px) 100vw, 930px\" \/><\/a>Plugin Data Agent Kit \u0111ang ch\u1ea1y trong Claude Code.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Google Cloud Data Agent Kit \u0111\u00e3 ch\u00ednh th\u1ee9c ph\u00e1t h\u00e0nh di\u1ec7n r\u1ed9ng. Data Agent Kit l\u00e0 b\u1ed9 c\u00f4ng c\u1ee5 Model Context Protocol (MCP) v\u00e0 k\u1ef9 n\u0103ng agent mi\u1ec5n ph\u00ed gi\u00fap agent l\u1eadp tr\u00ecnh b\u1ea1n \u0111ang d\u00f9ng l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp&hellip;<\/p>","protected":false},"author":2,"featured_media":26859,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-26936","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\/26936","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=26936"}],"version-history":[{"count":1,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26936\/revisions"}],"predecessor-version":[{"id":26937,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26936\/revisions\/26937"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/26859"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=26936"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=26936"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=26936"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}