{"id":35543,"date":"2025-10-14T08:08:37","date_gmt":"2025-10-14T01:08:37","guid":{"rendered":"http:\/\/bumashelp.misa.vn\/v4\/?post_type=ht_kb&#038;p=35543"},"modified":"2025-10-14T10:04:43","modified_gmt":"2025-10-14T03:04:43","slug":"tu-dong-xay-dung-bang-du-lieu-thuyet-minh-voi-ai-agent","status":"publish","type":"ht_kb","link":"\/v4\/knowledge-base\/tu-dong-xay-dung-bang-du-lieu-thuyet-minh-voi-ai-agent\/","title":{"rendered":"T\u1ef1 \u0111\u1ed9ng x\u00e2y d\u1ef1ng b\u1ea3ng d\u1eef li\u1ec7u thuy\u1ebft minh v\u1edbi AI Agent"},"content":{"rendered":"<h3 id=\"1-muc-dich\">1. M\u1ee5c \u0111\u00edch<\/h3>\n<p>\u0110\u00e1p \u1ee9ng t\u1ef1 \u0111\u1ed9ng x\u00e2y d\u1ef1ng b\u1ea3ng thuy\u1ebft minh t\u1eeb t\u1ec7p d\u1eef li\u1ec7u b\u00ean ngo\u00e0i ph\u1ea7n m\u1ec1m v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI Agent.<\/p>\n<h3 id=\"2-chi-tiet-thay-doi\">2. Chi ti\u1ebft thay \u0111\u1ed5i<\/h3>\n<p><strong>\u2013 Tr\u01b0\u1edbc phi\u00ean b\u1ea3n R15:<\/strong> \u0110\u1ec3<span data-sheets-root=\"1\"> thi\u1ebft l\u1eadp m\u1ed9t m\u1eabu bi\u1ec3u thuy\u1ebft minh tr\u00ean ph\u1ea7n m\u1ec1m, anh\/ch\u1ecb ph\u1ea3i t\u1ec9 m\u1ec9 th\u00eam, s\u1eeda, x\u00f3a t\u1eebng tr\u01b0\u1eddng d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng, v\u1eeba m\u1ea5t nhi\u1ec1u th\u1eddi gian v\u1eeba d\u1ec5 m\u1eafc l\u1ed7i. Kh\u00e2u ch\u1ec9nh s\u1eeda l\u1eb7p \u0111i l\u1eb7p l\u1ea1i g\u00e2y t\u1ed1n c\u00f4ng s\u1ee9c, khi\u1ebfn qu\u00e1 tr\u00ecnh ho\u00e0n thi\u1ec7n bi\u1ec3u m\u1eabu tr\u1edf n\u00ean c\u1ed3ng k\u1ec1nh, k\u00e9m hi\u1ec7u qu\u1ea3, kh\u00f4ng \u0111\u1ea3m b\u1ea3o nh\u1ea5t qu\u00e1n gi\u1eefa c\u00e1c l\u1ea7n th\u1ef1c hi\u1ec7n.<\/span><\/p>\n<p><strong>\u2013 K\u1ec3 t\u1eeb phi\u00ean b\u1ea3n R15: <\/strong>Ph\u1ea7n m\u1ec1m \u0111\u00e1p \u1ee9ng t\u00ednh n\u0103ng AI Agent th\u00f4ng minh, t\u1ef1 \u0111\u1ed9ng th\u00eam b\u1ea3ng d\u1eef li\u1ec7u thuy\u1ebft minh nhanh ch\u00f3ng ch\u1ec9 v\u1edbi 1 t\u1ec7p d\u1eef li\u1ec7u, r\u00fat ng\u1eafn 70\u201390% th\u1eddi gian t\u1ea1o b\u1ed9 bi\u1ec3u thuy\u1ebft minh ban \u0111\u1ea7u, lo\u1ea1i b\u1ecf sai s\u00f3t nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng v\u00e0 \u0111\u1ed3ng nh\u1ea5t bi\u1ec3u m\u1eabu gi\u1eefa c\u00e1c \u0111\u01a1n v\u1ecb.<\/p>\n<p><em><strong>*L\u01b0u \u00fd:<\/strong> Hi\u1ec7n t\u1ea1i AVA ch\u1ec9 h\u1ed7 tr\u1ee3 th\u00eam nhanh c\u00e1c b\u1ea3ng d\u1eef li\u1ec7u thuy\u1ebft minh \u0111\u01a1n gi\u1ea3n, ch\u01b0a \u0111\u00e1p \u1ee9ng c\u00e1c b\u1ea3ng d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p \u0111\u1ec3 h\u1ea1n ch\u1ebf sai s\u00f3t.<\/em><\/p>\n<p><strong>C\u1ee5 th\u1ec3 nh\u01b0 sau:<\/strong><\/p>\n<p><strong>V\u00ed d\u1ee5:<\/strong> \u0110\u01a1n v\u1ecb c\u1ea7n x\u00e2y d\u1ef1ng b\u1ea3ng d\u1eef li\u1ec7u thuy\u1ebft minh tr\u00ean ph\u1ea7n m\u1ec1m t\u1eeb m\u1eabu bi\u1ec3u d\u01b0\u1edbi \u0111\u00e2y:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35563\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-39.png\" alt=\"\" width=\"1411\" height=\"945\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-39.png 1411w, \/v4\/wp-content\/uploads\/2025\/10\/R15-39-300x201.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-39-1024x686.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-39-768x514.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-39-50x33.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-39-60x40.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-39-100x67.png 100w\" sizes=\"auto, (max-width: 1411px) 100vw, 1411px\" \/><\/p>\n<ul>\n<li>Tr\u00ean ph\u1ea7n m\u1ec1m, v\u00e0o menu <strong>Danh m\u1ee5c,<\/strong>\u00a0ch\u1ecdn\u00a0<strong>Thuy\u1ebft minh.<\/strong><\/li>\n<li>\u0110\u1ec3 t\u00f9y ch\u1ec9nh m\u1eabu thuy\u1ebft minh, k\u00edch \u0111\u00fap chu\u1ed9t t\u1ea1i m\u1eabu \u0111\u00f3.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35555\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-34.png\" alt=\"\" width=\"1467\" height=\"613\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-34.png 1467w, \/v4\/wp-content\/uploads\/2025\/10\/R15-34-300x125.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-34-1024x428.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-34-768x321.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-34-50x21.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-34-60x25.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-34-100x42.png 100w\" sizes=\"auto, (max-width: 1467px) 100vw, 1467px\" \/><\/p>\n<ul>\n<li>V\u00e0o m\u1ee5c <strong>Giao di\u1ec7n nh\u1eadp li\u1ec7u<\/strong>, nh\u1ea5n <strong>Th\u00eam nhanh thuy\u1ebft minh t\u1eeb t\u1ec7p.<\/strong><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35567\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-35-1.png\" alt=\"\" width=\"1350\" height=\"715\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-35-1.png 1350w, \/v4\/wp-content\/uploads\/2025\/10\/R15-35-1-300x159.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-35-1-1024x542.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-35-1-768x407.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-35-1-50x26.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-35-1-60x32.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-35-1-100x53.png 100w\" sizes=\"auto, (max-width: 1350px) 100vw, 1350px\" \/><\/p>\n<ul>\n<li>Nh\u1ea5n <strong>Ch\u1ecdn t\u1ec7p<\/strong> \u0111\u1ec3 ch\u1ecdn t\u1ec7p t\u1eeb m\u00e1y t\u00ednh ho\u1eb7c k\u00e9o th\u1ea3 t\u1ec7p v\u00e0o ph\u1ea7n m\u1ec1m.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35559\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-36.png\" alt=\"\" width=\"1350\" height=\"715\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-36.png 1350w, \/v4\/wp-content\/uploads\/2025\/10\/R15-36-300x159.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-36-1024x542.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-36-768x407.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-36-50x26.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-36-60x32.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-36-100x53.png 100w\" sizes=\"auto, (max-width: 1350px) 100vw, 1350px\" \/><\/p>\n<ul>\n<li>H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng nh\u1eadn di\u1ec7n <strong>Sheet ch\u1ee9a d\u1eef li\u1ec7u, D\u00f2ng ti\u00eau \u0111\u1ec1 b\u1eaft \u0111\u1ea7u, D\u00f2ng ti\u00eau \u0111\u1ec1 k\u1ebft th\u00fac.<\/strong> Nh\u1ea5n <strong>T\u1ea1o b\u1ea3ng d\u1eef li\u1ec7u.<\/strong><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35565\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-40.png\" alt=\"\" width=\"1350\" height=\"715\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-40.png 1350w, \/v4\/wp-content\/uploads\/2025\/10\/R15-40-300x159.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-40-1024x542.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-40-768x407.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-40-50x26.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-40-60x32.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-40-100x53.png 100w\" sizes=\"auto, (max-width: 1350px) 100vw, 1350px\" \/><\/p>\n<ul>\n<li>Vui l\u00f2ng ch\u1edd trong \u00edt ph\u00fat \u0111\u1ec3 AVA ph\u00e2n t\u00edch t\u1ec7p d\u1eef li\u1ec7u v\u00e0 nh\u1eadp v\u00e0o ph\u1ea7n m\u1ec1m.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35561\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-38.png\" alt=\"\" width=\"1350\" height=\"715\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-38.png 1350w, \/v4\/wp-content\/uploads\/2025\/10\/R15-38-300x159.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-38-1024x542.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-38-768x407.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-38-50x26.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-38-60x32.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-38-100x53.png 100w\" sizes=\"auto, (max-width: 1350px) 100vw, 1350px\" \/><\/p>\n<ul>\n<li>Anh\/ch\u1ecb xem \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 AVA x\u00e2y d\u1ef1ng b\u1ea3ng d\u1eef li\u1ec7u thuy\u1ebft minh nh\u01b0 sau:<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35571\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-44.png\" alt=\"\" width=\"1450\" height=\"754\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-44.png 1450w, \/v4\/wp-content\/uploads\/2025\/10\/R15-44-300x156.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-44-1024x532.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-44-768x399.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-44-50x26.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-44-60x31.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-44-100x52.png 100w\" sizes=\"auto, (max-width: 1450px) 100vw, 1450px\" \/><\/p>\n<ul>\n<li>C\u00f3 th\u1ec3 v\u00e0o m\u1ee5c <strong>M\u1eabu ng\u01b0\u1eddi d\u00f9ng nh\u1eadp li\u1ec7u<\/strong> \u0111\u1ec3 xem th\u1eed giao di\u1ec7n nh\u1eadp li\u1ec7u c\u1ee7a c\u00e1c \u0111\u01a1n v\u1ecb c\u1ea5p d\u01b0\u1edbi.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35573\" src=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-45.png\" alt=\"\" width=\"1450\" height=\"754\" srcset=\"\/v4\/wp-content\/uploads\/2025\/10\/R15-45.png 1450w, \/v4\/wp-content\/uploads\/2025\/10\/R15-45-300x156.png 300w, \/v4\/wp-content\/uploads\/2025\/10\/R15-45-1024x532.png 1024w, \/v4\/wp-content\/uploads\/2025\/10\/R15-45-768x399.png 768w, \/v4\/wp-content\/uploads\/2025\/10\/R15-45-50x26.png 50w, \/v4\/wp-content\/uploads\/2025\/10\/R15-45-60x31.png 60w, \/v4\/wp-content\/uploads\/2025\/10\/R15-45-100x52.png 100w\" sizes=\"auto, (max-width: 1450px) 100vw, 1450px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. M\u1ee5c \u0111\u00edch \u0110\u00e1p \u1ee9ng t\u1ef1 \u0111\u1ed9ng x\u00e2y d\u1ef1ng b\u1ea3ng thuy\u1ebft minh t\u1eeb t\u1ec7p d\u1eef li\u1ec7u b\u00ean ngo\u00e0i ph\u1ea7n m\u1ec1m v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI Agent. 2. Chi ti\u1ebft thay \u0111\u1ed5i \u2013 Tr\u01b0\u1edbc phi\u00ean b\u1ea3n R15: \u0110\u1ec3 thi\u1ebft l\u1eadp m\u1ed9t m\u1eabu bi\u1ec3u thuy\u1ebft minh tr\u00ean ph\u1ea7n m\u1ec1m, anh\/ch\u1ecb ph\u1ea3i&#8230;<\/p>\n","protected":false},"author":113,"template":"","format":"standard","meta":{"_links_to":"","_links_to_target":"","footnotes":""},"ht-kb-category":[179],"ht-kb-tag":[],"class_list":["post-35543","ht_kb","type-ht_kb","status-publish","format-standard","hentry","ht_kb_category-r15"],"_links":{"self":[{"href":"\/v4\/wp-json\/wp\/v2\/ht-kb\/35543","targetHints":{"allow":["GET"]}}],"collection":[{"href":"\/v4\/wp-json\/wp\/v2\/ht-kb"}],"about":[{"href":"\/v4\/wp-json\/wp\/v2\/types\/ht_kb"}],"author":[{"embeddable":true,"href":"\/v4\/wp-json\/wp\/v2\/users\/113"}],"version-history":[{"count":4,"href":"\/v4\/wp-json\/wp\/v2\/ht-kb\/35543\/revisions"}],"predecessor-version":[{"id":35611,"href":"\/v4\/wp-json\/wp\/v2\/ht-kb\/35543\/revisions\/35611"}],"wp:attachment":[{"href":"\/v4\/wp-json\/wp\/v2\/media?parent=35543"}],"wp:term":[{"taxonomy":"ht_kb_category","embeddable":true,"href":"\/v4\/wp-json\/wp\/v2\/ht-kb-category?post=35543"},{"taxonomy":"ht_kb_tag","embeddable":true,"href":"\/v4\/wp-json\/wp\/v2\/ht-kb-tag?post=35543"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}