{"id":130357,"date":"2026-09-29T17:30:16","date_gmt":"2026-09-29T10:30:16","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=130357"},"modified":"2026-09-29T17:36:58","modified_gmt":"2026-09-29T10:36:58","slug":"tao-pipeline-tu-dong-cao-du-lieu","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/tao-pipeline-tu-dong-cao-du-lieu\/","title":{"rendered":"H\u01b0\u1edbng d\u1eabn t\u1ea1o pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u00e0 g\u1eedi b\u00e1o c\u00e1o qua Hermes Agent Cron"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>M\u1ed7i s\u00e1ng ph\u1ea3i m\u1edf h\u00e0ng ch\u1ee5c tab \u0111\u1ec3 ki\u1ec3m tra gi\u00e1 \u0111\u1ed1i th\u1ee7, theo d\u00f5i tin t\u1ee9c ng\u00e0nh hay t\u1ed5ng h\u1ee3p s\u1ed1 li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n r\u1ed3i t\u1ef1 tay so\u1ea1n b\u00e1o c\u00e1o g\u1eedi cho s\u1ebfp &#8211; c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i n\u00e0y \u0111ang l\u1ea5y \u0111i r\u1ea5t nhi\u1ec1u th\u1eddi gian c\u1ee7a ng\u01b0\u1eddi l\u00e0m marketing, v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n tr\u1ecb h\u1ec7 th\u1ed1ng. V\u1edbi Hermes Agent Cron, to\u00e0n b\u1ed9 chu\u1ed7i c\u00f4ng vi\u1ec7c n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gh\u00e9p th\u00e0nh m\u1ed9t pipeline t\u1ef1 \u0111\u1ed9ng ch\u1ea1y theo l\u1ecbch. C\u00f9ng t\u00ecm hi\u1ec3u c\u00e1ch t\u1ea1o pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u00e0 g\u1eedi b\u00e1o c\u00e1o qua Hermes Agent Cron qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y nh\u00e9!<\/strong><\/p>\n\n\n\n<h2 id=\"Hermes_Agent_Cron_l\u00e0_g\u00ec?\"><strong>Hermes Agent Cron l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/tino.vn\/blog\/su-dung-cron-job-tren-hermes-agent\/\" target=\"_blank\" data-type=\"post\" data-id=\"125072\" rel=\"noreferrer noopener\">Hermes Agent Cron<\/a> l\u00e0 h\u1ec7 th\u1ed1ng l\u1eadp l\u1ecbch t\u00edch h\u1ee3p trong Hermes Agent. B\u1ea1n c\u00f3 th\u1ec3 y\u00eau c\u1ea7u m\u1ed9t t\u00e1c v\u1ee5 ch\u1ea1y t\u1ef1 \u0111\u1ed9ng sau m\u1ed9t kho\u1ea3ng th\u1eddi gian, theo chu k\u1ef3 ho\u1eb7c theo bi\u1ec3u th\u1ee9c Cron truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>every 2h: <\/strong>ch\u1ea1y m\u1ed7i 2 gi\u1edd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ho\u1eb7c:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>0 8 * * *:<\/strong> ch\u1ea1y v\u00e0o 8 gi\u1edd s\u00e1ng m\u1ed7i ng\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cron hi\u1ec7n h\u1ed7 tr\u1ee3 t\u1ea1o, s\u1eeda, t\u1ea1m d\u1eebng, ti\u1ebfp t\u1ee5c, ch\u1ea1y th\u1ee7 c\u00f4ng v\u00e0 x\u00f3a t\u00e1c v\u1ee5. K\u1ebft qu\u1ea3 c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c g\u1eedi tr\u1ef1c ti\u1ebfp t\u1edbi Telegram, Discord, Slack, email ho\u1eb7c l\u01b0u t\u1ea1i m\u00e1y ch\u1ee7.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-1-1.png\" alt=\"Hermes Agent Cron l\u00e0 g\u00ec?\" class=\"wp-image-130360\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-1-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-1-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Hermes Agent Cron l\u00e0 g\u00ec?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 id=\"Pipeline_t\u1ef1_\u0111\u1ed9ng_c\u00e0o_d\u1eef_li\u1ec7u_v\u1edbi_Hermes_Agent_ho\u1ea1t_\u0111\u1ed9ng_nh\u01b0_th\u1ebf_n\u00e0o?\"><strong>Pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u1edbi Hermes Agent ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t pipeline c\u01a1 b\u1ea3n c\u00f3 th\u1ec3 h\u00ecnh dung theo lu\u1ed3ng:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Cron k\u00edch ho\u1ea1t\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\u2193\n\nHermes Agent t\u00ecm ngu\u1ed3n\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\u2193\n\nThu th\u1eadp n\u1ed9i dung\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\u2193\n\nL\u1ecdc v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\u2193\n\nT\u1ea1o b\u00e1o c\u00e1o\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\u2193\n\nG\u1eedi Telegram \/ Slack \/ Discord \/ Email<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec3m quan tr\u1ecdng l\u00e0 <strong>Cron ch\u1ec9 \u0111\u1ea3m nhi\u1ec7m vi\u1ec7c k\u00edch ho\u1ea1t theo l\u1ecbch<\/strong>. Ph\u1ea7n thu th\u1eadp, \u0111\u1ecdc, ph\u00e2n t\u00edch v\u00e0 t\u1ea1o b\u00e1o c\u00e1o \u0111\u01b0\u1ee3c Hermes Agent th\u1ef1c hi\u1ec7n th\u00f4ng qua c\u00e1c tool ph\u00f9 h\u1ee3p.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-2.png\" alt=\"Pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u1edbi Hermes Agent ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?\" class=\"wp-image-130362\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u1edbi Hermes Agent ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Hermes Agent hi\u1ec7n c\u00f3 hai c\u00f4ng c\u1ee5 web quan tr\u1ecdng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>web_search<\/strong><strong>:<\/strong> T\u00ecm ki\u1ebfm th\u00f4ng tin tr\u00ean Internet.<\/li>\n\n\n\n<li><strong>web_extract<\/strong><strong>:<\/strong> L\u1ea5y v\u00e0 chuy\u1ec3n n\u1ed9i dung t\u1eeb URL th\u00e0nh v\u0103n b\u1ea3n \u0111\u1ec3 AI x\u1eed l\u00fd.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i ra, Hermes c\u00f2n c\u00f3 browser automation d\u00e0nh cho c\u00e1c website c\u1ea7n thao t\u00e1c t\u01b0\u01a1ng t\u00e1c. V\u1edbi website th\u00f4ng th\u01b0\u1eddng ch\u1ec9 c\u1ea7n \u0111\u1ecdc d\u1eef li\u1ec7u, t\u00e0i li\u1ec7u Hermes khuy\u1ebfn ngh\u1ecb \u01b0u ti\u00ean web_search v\u00e0 web_extract v\u00ec nhanh v\u00e0 ti\u1ebft ki\u1ec7m t\u00e0i nguy\u00ean h\u01a1n browser automation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ec v\u1eady, c\u1ee5m t\u1eeb <strong>\u201cc\u00e0o d\u1eef li\u1ec7u\u201d<\/strong> trong b\u00e0i n\u00e0y ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c hi\u1ec3u l\u00e0 t\u1ef1 \u0111\u1ed9ng t\u00ecm, \u0111\u1ecdc v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb c\u00e1c ngu\u1ed3n web c\u00f4ng khai ph\u1ee5c v\u1ee5 b\u00e1o c\u00e1o.<\/p>\n\n\n\n<h2 id=\"C\u1ea7n_chu\u1ea9n_b\u1ecb_g\u00ec_tr\u01b0\u1edbc_khi_t\u1ea1o_pipeline?\"><strong>C\u1ea7n chu\u1ea9n b\u1ecb g\u00ec tr\u01b0\u1edbc khi t\u1ea1o pipeline?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc khi thi\u1ebft l\u1eadp pipeline, b\u1ea1n n\u00ean \u0111\u1ea3m b\u1ea3o:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hermes Agent \u0111ang ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng.<\/li>\n\n\n\n<li>\u0110\u00e3 c\u1ea5u h\u00ecnh model AI.<\/li>\n\n\n\n<li>Gateway c\u1ee7a Hermes \u0111ang ch\u1ea1y li\u00ean t\u1ee5c.<\/li>\n\n\n\n<li>\u0110\u00e3 c\u1ea5u h\u00ecnh c\u00f4ng c\u1ee5 Web Search\/Web Extract n\u1ebfu pipeline c\u1ea7n l\u1ea5y th\u00f4ng tin tr\u00ean Internet.<\/li>\n\n\n\n<li>Telegram, Discord, Slack ho\u1eb7c k\u00eanh nh\u1eadn b\u00e1o c\u00e1o \u0111\u00e3 k\u1ebft n\u1ed1i th\u00e0nh c\u00f4ng.<\/li>\n\n\n\n<li>VPS ho\u1eb7c m\u00e1y ch\u1ea1y Hermes Agent ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c n\u1ebfu mu\u1ed1n pipeline ch\u1ea1y 24\/7.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Hermes h\u1ed7 tr\u1ee3 nhi\u1ec1u backend cho Web Search nh\u01b0 Firecrawl, SearXNG, Brave Search, DDGS, Exa, Tavily v\u00e0 m\u1ed9t s\u1ed1 d\u1ecbch v\u1ee5 kh\u00e1c. Vi\u1ec7c l\u1ef1a ch\u1ecdn backend c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n b\u1eb1ng hermes tools ho\u1eb7c c\u1ea5u h\u00ecnh trong config.yaml.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ea1n c\u0169ng n\u00ean ki\u1ec3m tra Cron scheduler:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron status<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu Gateway ch\u01b0a ch\u1ea1y tr\u00ean VPS, c\u00f3 th\u1ec3 ki\u1ec3m tra v\u00e0 kh\u1edfi \u0111\u1ed9ng l\u1ea1i d\u1ecbch v\u1ee5 Gateway tr\u01b0\u1edbc khi ti\u1ebfp t\u1ee5c.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-3.png\" alt=\"C\u1ea7n chu\u1ea9n b\u1ecb g\u00ec tr\u01b0\u1edbc khi t\u1ea1o pipeline?\" class=\"wp-image-130363\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u1ea7n chu\u1ea9n b\u1ecb g\u00ec tr\u01b0\u1edbc khi t\u1ea1o pipeline?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 id=\"C\u00e1ch_t\u1ea1o_pipeline_t\u1ef1_\u0111\u1ed9ng_c\u00e0o_d\u1eef_li\u1ec7u_v\u00e0_g\u1eedi_b\u00e1o_c\u00e1o_qua_Hermes_Agent_Cron\"><strong>C\u00e1ch t\u1ea1o pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u00e0 g\u1eedi b\u00e1o c\u00e1o qua Hermes Agent Cron<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 d\u1ec5 h\u00ecnh dung, ph\u1ea7n h\u01b0\u1edbng d\u1eabn d\u01b0\u1edbi \u0111\u00e2y s\u1eed d\u1ee5ng v\u00ed d\u1ee5:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed7i ng\u00e0y l\u00fac 8 gi\u1edd s\u00e1ng, Hermes Agent t\u00ecm th\u00f4ng tin m\u1edbi v\u1ec1 AI Agent trong 24 gi\u1edd g\u1ea7n nh\u1ea5t, ch\u1ecdn c\u00e1c tin \u0111\u00e1ng ch\u00fa \u00fd, t\u00f3m t\u1eaft v\u00e0 g\u1eedi b\u00e1o c\u00e1o v\u1ec1 Telegram.<\/p>\n\n\n\n<h3 id=\"B\u01b0\u1edbc_1:_X\u00e1c_\u0111\u1ecbnh_ngu\u1ed3n_d\u1eef_li\u1ec7u_v\u00e0_n\u1ed9i_dung_b\u00e1o_c\u00e1o\"><strong>B\u01b0\u1edbc 1: X\u00e1c \u0111\u1ecbnh ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 n\u1ed9i dung b\u00e1o c\u00e1o<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc ti\u00ean, h\u00e3y x\u00e1c \u0111\u1ecbnh r\u00f5 ba y\u1ebfu t\u1ed1:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ngu\u1ed3n d\u1eef li\u1ec7u<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GitHub<\/li>\n\n\n\n<li>blog c\u00f4ng ngh\u1ec7<\/li>\n\n\n\n<li>website h\u00e3ng AI<\/li>\n\n\n\n<li>website tin c\u00f4ng ngh\u1ec7<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Th\u00f4ng tin c\u1ea7n thu th\u1eadp<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u00ean tin<\/li>\n\n\n\n<li>Ng\u00e0y xu\u1ea5t b\u1ea3n<\/li>\n\n\n\n<li>N\u1ed9i dung ch\u00ednh<\/li>\n\n\n\n<li>Ngu\u1ed3n<\/li>\n\n\n\n<li>URL<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110\u1ecbnh d\u1ea1ng b\u00e1o c\u00e1o<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u00c1O C\u00c1O AI AGENT H\u00d4M NAY<br><br>1. Ti\u00eau \u0111\u1ec1<br><br>T\u00f3m t\u1eaft:<br><br>Ngu\u1ed3n:<br><br>Link:<br><br>2. Ti\u00eau \u0111\u1ec1<br><br>T\u00f3m t\u1eaft:<br><br>Ngu\u1ed3n:<br><br>Link:<br><br>Nh\u1eadn \u0111\u1ecbnh chung:<br><br>&#8230;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prompt c\u00e0ng r\u00f5, b\u00e1o c\u00e1o \u0111\u1ecbnh k\u1ef3 c\u00e0ng \u1ed5n \u0111\u1ecbnh.<\/p>\n\n\n\n<h3 id=\"B\u01b0\u1edbc_2:_Ki\u1ec3m_tra_kh\u1ea3_n\u0103ng_thu_th\u1eadp_d\u1eef_li\u1ec7u_c\u1ee7a_Hermes_Agent\"><strong>B\u01b0\u1edbc 2: Ki\u1ec3m tra kh\u1ea3 n\u0103ng thu th\u1eadp d\u1eef li\u1ec7u c\u1ee7a Hermes Agent<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1eebng t\u1ea1o Cron ngay t\u1eeb \u0111\u1ea7u. Tr\u01b0\u1edbc ti\u00ean, h\u00e3y chat tr\u1ef1c ti\u1ebfp v\u1edbi Hermes Agent:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>T\u00ecm c\u00e1c tin t\u1ee9c m\u1edbi v\u1ec1 AI Agent trong 24 gi\u1edd g\u1ea7n nh\u1ea5t.\n\nCh\u1ecdn 5 th\u00f4ng tin \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t.\n\nV\u1edbi m\u1ed7i th\u00f4ng tin h\u00e3y cung c\u1ea5p:\n\n- Ti\u00eau \u0111\u1ec1\n\n- T\u00f3m t\u1eaft ng\u1eafn\n\n- Ngu\u1ed3n\n\n- Link g\u1ed1c\n\nCu\u1ed1i c\u00f9ng vi\u1ebft m\u1ed9t ph\u1ea7n t\u1ed5ng k\u1ebft ng\u1eafn.<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Sau \u0111\u00f3 ki\u1ec3m tra:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hermes c\u00f3 t\u00ecm \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u hay kh\u00f4ng?<\/li>\n\n\n\n<li>Link ngu\u1ed3n c\u00f3 ch\u00ednh x\u00e1c hay kh\u00f4ng?<\/li>\n\n\n\n<li>N\u1ed9i dung b\u00e1o c\u00e1o c\u00f3 \u0111\u00fang \u0111\u1ecbnh d\u1ea1ng mong mu\u1ed1n hay kh\u00f4ng?<\/li>\n\n\n\n<li>Ngu\u1ed3n d\u1eef li\u1ec7u c\u00f3 ph\u00f9 h\u1ee3p hay kh\u00f4ng?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu k\u1ebft qu\u1ea3 ch\u01b0a t\u1ed1t, h\u00e3y ch\u1ec9nh prompt tr\u01b0\u1edbc khi chuy\u1ec3n sang Cron.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 c\u00e1ch \u0111\u01a1n gi\u1ea3n nh\u1ea5t \u0111\u1ec3 tr\u00e1nh t\u00ecnh tr\u1ea1ng pipeline ch\u1ea1y t\u1ef1 \u0111\u1ed9ng nh\u01b0ng b\u00e1o c\u00e1o nh\u1eadn \u0111\u01b0\u1ee3c l\u1ea1i kh\u00f4ng \u0111\u00fang y\u00eau c\u1ea7u.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-4.png\" alt=\"C\u00e1ch t\u1ea1o pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u00e0 g\u1eedi b\u00e1o c\u00e1o qua Hermes Agent Cron\" class=\"wp-image-130364\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u00e1ch t\u1ea1o pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u00e0 g\u1eedi b\u00e1o c\u00e1o qua Hermes Agent Cron<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"B\u01b0\u1edbc_3:_T\u1ea1o_Cron_Job_cho_pipeline\"><strong>B\u01b0\u1edbc 3: T\u1ea1o Cron Job cho pipeline<\/strong><\/h3>\n\n\n\n<h4 id=\"C\u00e1ch_1:_Y\u00eau_c\u1ea7u_Hermes_Agent_t\u1ea1o_b\u1eb1ng_ng\u00f4n_ng\u1eef_t\u1ef1_nhi\u00ean_tr\u1ec7n_k\u00eanh_nh\u1eafn_tin\"><strong>C\u00e1ch 1: Y\u00eau c\u1ea7u Hermes Agent t\u1ea1o b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean tr\u1ec7n k\u00eanh nh\u1eafn tin<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 ph\u01b0\u01a1ng ph\u00e1p ph\u00f9 h\u1ee3p nh\u1ea5t cho ng\u01b0\u1eddi m\u1edbi. B\u1ea1n c\u00f3 th\u1ec3 g\u1eedi tr\u1ef1c ti\u1ebfp tr\u00ean k\u00eanh nh\u1eafn tin (v\u00ed d\u1ee5 Telegram):<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>M\u1ed7i ng\u00e0y l\u00fac 8 gi\u1edd s\u00e1ng, h\u00e3y th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c sau:\n\n1. T\u00ecm th\u00f4ng tin m\u1edbi v\u1ec1 AI Agent \u0111\u01b0\u1ee3c \u0111\u0103ng trong 24 gi\u1edd g\u1ea7n nh\u1ea5t.\n\n2. \u01afu ti\u00ean ngu\u1ed3n ch\u00ednh th\u1ee9c, GitHub v\u00e0 c\u00e1c website c\u00f4ng ngh\u1ec7 uy t\u00edn.\n\n3. Ch\u1ecdn 5 th\u00f4ng tin \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t.\n\n4. V\u1edbi m\u1ed7i th\u00f4ng tin, cung c\u1ea5p ti\u00eau \u0111\u1ec1, t\u00f3m t\u1eaft ng\u1eafn, ngu\u1ed3n v\u00e0 URL.\n\n5. Kh\u00f4ng \u0111\u01b0a c\u00e1c th\u00f4ng tin \u0111\u00e3 xu\u1ea5t hi\u1ec7n trong b\u00e1o c\u00e1o tr\u01b0\u1edbc.\n\n6. Cu\u1ed1i b\u00e1o c\u00e1o vi\u1ebft ph\u1ea7n t\u1ed5ng k\u1ebft kho\u1ea3ng 3 c\u00e2u.\n\nG\u1eedi b\u00e1o c\u00e1o qua Telegram.<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Hermes c\u00f3 th\u1ec3 t\u1ef1 chuy\u1ec3n y\u00eau c\u1ea7u n\u00e0y th\u00e0nh Cron Job th\u00f4ng qua h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd Cron t\u00edch h\u1ee3p. T\u00e0i li\u1ec7u ch\u00ednh th\u1ee9c c\u0169ng s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p t\u01b0\u01a1ng t\u1ef1 cho c\u00e1c b\u00e1o c\u00e1o t\u1ef1 \u0111\u1ed9ng theo ng\u00e0y.<\/p>\n\n\n\n<h4 id=\"C\u00e1ch_2:_T\u1ea1o_b\u1eb1ng_CLI\"><strong>C\u00e1ch 2: T\u1ea1o b\u1eb1ng CLI<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu \u0111ang SSH v\u00e0o VPS, b\u1ea1n c\u00f3 th\u1ec3 ch\u1ee7 \u0111\u1ed9ng t\u1ea1o Cron Job:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron create \"0 8 * * *\" \\\n\n\"T\u00ecm c\u00e1c tin t\u1ee9c m\u1edbi v\u1ec1 AI Agent trong 24 gi\u1edd g\u1ea7n nh\u1ea5t. Ch\u1ecdn 5 tin \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t. V\u1edbi m\u1ed7i tin, cung c\u1ea5p ti\u00eau \u0111\u1ec1, t\u00f3m t\u1eaft, ngu\u1ed3n v\u00e0 URL. Cu\u1ed1i b\u00e1o c\u00e1o vi\u1ebft ph\u1ea7n t\u1ed5ng k\u1ebft ng\u1eafn.\" \\\n\n--name \"AI Agent Daily Report\" \\\n\n--deliver telegram<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Trong \u0111\u00f3: <strong>0 8 * * *<\/strong> c\u00f3 ngh\u0129a l\u00e0 ch\u1ea1y l\u00fac <strong>08:00 m\u1ed7i ng\u00e0y<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i ra, Hermes c\u0169ng h\u1ed7 tr\u1ee3 c\u00e1ch vi\u1ebft d\u1ec5 \u0111\u1ecdc h\u01a1n:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron create \"every day at 8am\" \\\n\n\"T\u00ecm th\u00f4ng tin m\u1edbi v\u1ec1 AI Agent v\u00e0 t\u1ea1o b\u00e1o c\u00e1o.\" \\\n\n--name \"AI Agent Daily Report\" \\\n\n--deliver telegram<\/code><\/pre>\n\n\n\n<h3 id=\"B\u01b0\u1edbc_4:_Thi\u1ebft_l\u1eadp_n\u01a1i_nh\u1eadn_b\u00e1o_c\u00e1o\"><strong>B\u01b0\u1edbc 4: Thi\u1ebft l\u1eadp n\u01a1i nh\u1eadn b\u00e1o c\u00e1o<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hermes Agent Cron c\u00f3 th\u1ec3 chuy\u1ec3n k\u1ebft qu\u1ea3 \u0111\u1ebfn nhi\u1ec1u n\u1ec1n t\u1ea3ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5 g\u1eedi v\u1ec1 Telegram:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--deliver telegram<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">G\u1eedi t\u1edbi m\u1ed9t Telegram Chat ID c\u1ee5 th\u1ec3:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--deliver telegram:123456789<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">G\u1eedi Discord:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--deliver discord<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">G\u1eedi Slack:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--deliver slack<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">L\u01b0u k\u1ebft qu\u1ea3 tr\u00ean VPS:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--deliver local<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Khi s\u1eed d\u1ee5ng local, k\u1ebft qu\u1ea3 Cron \u0111\u01b0\u1ee3c l\u01b0u trong:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">~\/.hermes\/cron\/output\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hermes Cron hi\u1ec7n h\u1ed7 tr\u1ee3 c\u1ea3 Telegram, Discord, Slack, WhatsApp, Signal, Matrix, Mattermost, email v\u00e0 nhi\u1ec1u \u0111\u00edch g\u1eedi kh\u00e1c.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-5.png\" alt=\"Thi\u1ebft l\u1eadp n\u01a1i nh\u1eadn b\u00e1o c\u00e1o\" class=\"wp-image-130365\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-5.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-5-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Thi\u1ebft l\u1eadp n\u01a1i nh\u1eadn b\u00e1o c\u00e1o<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"B\u01b0\u1edbc_5:_Ki\u1ec3m_tra_Cron_Job_v\u1eeba_t\u1ea1o\"><strong>B\u01b0\u1edbc 5: Ki\u1ec3m tra Cron Job v\u1eeba t\u1ea1o<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u1ea1y:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron list<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Danh s\u00e1ch Cron Job s\u1ebd hi\u1ec3n th\u1ecb c\u00e1c t\u00e1c v\u1ee5 \u0111ang \u0111\u01b0\u1ee3c Hermes qu\u1ea3n l\u00fd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ti\u1ebfp t\u1ee5c ki\u1ec3m tra scheduler:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron status<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">L\u1ec7nh n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch tr\u00ean VPS v\u00ec c\u00f3 th\u1ec3 gi\u00fap ph\u00e1t hi\u1ec7n tr\u01b0\u1eddng h\u1ee3p Gateway ho\u1eb7c scheduler \u0111\u00e3 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n<h3 id=\"B\u01b0\u1edbc_6:_Ch\u1ea1y_th\u1eed_pipeline\"><strong>B\u01b0\u1edbc 6: Ch\u1ea1y th\u1eed pipeline<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng c\u1ea7n ch\u1edd t\u1edbi 8 gi\u1edd s\u00e1ng h\u00f4m sau.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u1ea5y ID c\u1ee7a job t\u1eeb:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron list<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Sau \u0111\u00f3 ch\u1ea1y:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron run &lt;job_id&gt;<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron run a1b2c3d4<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Hermes s\u1ebd \u0111\u01b0a t\u00e1c v\u1ee5 v\u00e0o l\u1ea7n ch\u1ea1y scheduler ti\u1ebfp theo. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc r\u1ea5t n\u00ean th\u1ef1c hi\u1ec7n \u0111\u1ec3 ki\u1ec3m tra to\u00e0n b\u1ed9 lu\u1ed3ng:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u1ea5y d\u1eef li\u1ec7u<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 Ph\u00e2n t\u00edch<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 T\u1ea1o b\u00e1o c\u00e1o<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 G\u1eedi Telegram<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00e0i li\u1ec7u Cron hi\u1ec7n c\u0169ng ph\u00e2n bi\u1ec7t ri\u00eang tr\u01b0\u1eddng h\u1ee3p Agent ho\u00e0n th\u00e0nh t\u00e1c v\u1ee5 nh\u01b0ng kh\u00e2u g\u1eedi b\u00e1o c\u00e1o th\u1ea5t b\u1ea1i b\u1eb1ng tr\u1ea1ng th\u00e1i delivery_failed, gi\u00fap vi\u1ec7c x\u1eed l\u00fd l\u1ed7i d\u1ec5 h\u01a1n.<\/p>\n\n\n\n<h3 id=\"B\u01b0\u1edbc_7:_Theo_d\u00f5i_v\u00e0_ch\u1ec9nh_s\u1eeda_pipeline\"><strong>B\u01b0\u1edbc 7: Theo d\u00f5i v\u00e0 ch\u1ec9nh s\u1eeda pipeline<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu mu\u1ed1n t\u1ea1m d\u1eebng:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron pause &lt;job_id&gt;<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Ti\u1ebfp t\u1ee5c ch\u1ea1y:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron resume &lt;job_id&gt;<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ed5i l\u1ecbch:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron edit &lt;job_id&gt; --schedule \"0 9 * * *\"<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">X\u00f3a:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron remove &lt;job_id&gt;<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Xem l\u1ecbch s\u1eed c\u00e1c l\u1ea7n ch\u1ea1y:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron runs &lt;job_id&gt;<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Ki\u1ec3m tra c\u00e1c l\u1ed7i Cron ph\u1ed5 bi\u1ebfn:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron doctor<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1edd v\u1eady, b\u1ea1n kh\u00f4ng c\u1ea7n x\u00f3a v\u00e0 t\u1ea1o l\u1ea1i to\u00e0n b\u1ed9 pipeline m\u1ed7i khi mu\u1ed1n thay \u0111\u1ed5i l\u1ecbch ch\u1ea1y.<\/p>\n\n\n\n<h2 id=\"V\u00ed_d\u1ee5_ho\u00e0n_ch\u1ec9nh_v\u1ec1_pipeline_c\u00e0o_tin_t\u1ee9c_AI_v\u00e0_g\u1eedi_b\u00e1o_c\u00e1o_Telegram_m\u1ed7i_s\u00e1ng\"><strong>V\u00ed d\u1ee5 ho\u00e0n ch\u1ec9nh v\u1ec1 pipeline c\u00e0o tin t\u1ee9c AI v\u00e0 g\u1eedi b\u00e1o c\u00e1o Telegram m\u1ed7i s\u00e1ng<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t Cron Job ho\u00e0n ch\u1ec9nh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ea1o nh\u01b0 sau:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron create \"0 8 * * *\" \\\n\n\"T\u1ea1o b\u00e1o c\u00e1o AI Agent h\u1eb1ng ng\u00e0y.\n\nY\u00eau c\u1ea7u:\n\n1. T\u00ecm c\u00e1c th\u00f4ng tin m\u1edbi \u0111\u01b0\u1ee3c \u0111\u0103ng trong 24 gi\u1edd g\u1ea7n nh\u1ea5t v\u1ec1 AI Agent.\n\n2. \u01afu ti\u00ean website ch\u00ednh th\u1ee9c, GitHub v\u00e0 ngu\u1ed3n c\u00f4ng ngh\u1ec7 \u0111\u00e1ng tin c\u1eady.\n\n3. Thu th\u1eadp \u00edt nh\u1ea5t 10 k\u1ebft qu\u1ea3 tr\u01b0\u1edbc khi ch\u1ecdn l\u1ecdc.\n\n4. Ch\u1ecdn 5 th\u00f4ng tin quan tr\u1ecdng nh\u1ea5t.\n\n5. V\u1edbi m\u1ed7i m\u1ee5c, ghi:\n\n&nbsp;&nbsp;&nbsp;- Ti\u00eau \u0111\u1ec1\n\n&nbsp;&nbsp;&nbsp;- T\u00f3m t\u1eaft 2-3 c\u00e2u\n\n&nbsp;&nbsp;&nbsp;- Ngu\u1ed3n\n\n&nbsp;&nbsp;&nbsp;- URL\n\n6. Lo\u1ea1i b\u1ecf n\u1ed9i dung tr\u00f9ng l\u1eb7p.\n\n7. Kh\u00f4ng \u0111\u01b0a l\u1ea1i c\u00e1c th\u00f4ng tin \u0111\u00e3 xu\u1ea5t hi\u1ec7n trong b\u00e1o c\u00e1o tr\u01b0\u1edbc n\u1ebfu kh\u00f4ng c\u00f3 c\u1eadp nh\u1eadt \u0111\u00e1ng k\u1ec3.\n\n8. Cu\u1ed1i b\u00e1o c\u00e1o vi\u1ebft ph\u1ea7n T\u1ed5ng quan trong 3-5 c\u00e2u.\" \\\n\n--name \"AI Agent Daily Report\" \\\n\n--deliver telegram \\\n\n--continuity<\/code><\/pre>\n\n\n\n<h2 id=\"C\u00e1ch_h\u1ea1n_ch\u1ebf_b\u00e1o_c\u00e1o_tr\u00f9ng_l\u1eb7p_v\u1edbi_Continuity\"><strong>C\u00e1ch h\u1ea1n ch\u1ebf b\u00e1o c\u00e1o tr\u00f9ng l\u1eb7p v\u1edbi Continuity<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t v\u1ea5n \u0111\u1ec1 th\u01b0\u1eddng g\u1eb7p c\u1ee7a pipeline thu th\u1eadp tin h\u1eb1ng ng\u00e0y l\u00e0 c\u00f9ng m\u1ed9t b\u00e0i vi\u1ebft c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n trong nhi\u1ec1u l\u1ea7n b\u00e1o c\u00e1o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hermes Agent hi\u1ec7n h\u1ed7 tr\u1ee3:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--continuity<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Khi b\u1eadt Continuity, m\u1ed7i l\u1ea7n Cron ch\u1ea1y c\u00f3 th\u1ec3 nh\u1eadn \u0111\u1ea7u ra c\u1ee7a l\u1ea7n ch\u1ea1y tr\u01b0\u1edbc l\u00e0m ng\u1eef c\u1ea3nh. \u0110i\u1ec1u n\u00e0y r\u1ea5t ph\u00f9 h\u1ee3p v\u1edbi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u00e1o c\u00e1o tin t\u1ee9c h\u1eb1ng ng\u00e0y.<\/li>\n\n\n\n<li>Theo d\u00f5i s\u1ea3n ph\u1ea9m.<\/li>\n\n\n\n<li>Theo d\u00f5i GitHub.<\/li>\n\n\n\n<li>Theo d\u00f5i website.<\/li>\n\n\n\n<li>Theo d\u00f5i bi\u1ebfn \u0111\u1ed9ng d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>B\u00e1o c\u00e1o c\u1eadp nh\u1eadt \u0111\u1ecbnh k\u1ef3.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00e0i li\u1ec7u CLI hi\u1ec7n m\u00f4 t\u1ea3 Continuity l\u00e0 c\u01a1 ch\u1ebf \u0111\u01b0a output tr\u01b0\u1edbc v\u00e0o l\u1ea7n ch\u1ea1y k\u1ebf ti\u1ebfp \u0111\u1ec3 h\u1ed7 tr\u1ee3 lo\u1ea1i tr\u00f9ng v\u00e0 ti\u1ebfp t\u1ee5c t\u1eeb tr\u1ea1ng th\u00e1i tr\u01b0\u1edbc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 th\u1ec3 b\u1eadt cho job \u0111\u00e3 t\u1ed3n t\u1ea1i:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron edit &lt;job_id&gt; --continuity<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu pipeline c\u1ee7a b\u1ea1n th\u01b0\u1eddng xuy\u00ean b\u00e1o l\u1ea1i c\u00f9ng m\u1ed9t n\u1ed9i dung, \u0111\u00e2y l\u00e0 t\u00f9y ch\u1ecdn r\u1ea5t \u0111\u00e1ng s\u1eed d\u1ee5ng.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-6.png\" alt=\"C\u00e1ch h\u1ea1n ch\u1ebf b\u00e1o c\u00e1o tr\u00f9ng l\u1eb7p v\u1edbi Continuity\" class=\"wp-image-130366\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-6.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-6-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u00e1ch h\u1ea1n ch\u1ebf b\u00e1o c\u00e1o tr\u00f9ng l\u1eb7p v\u1edbi Continuity<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 id=\"Khi_n\u00e0o_n\u00ean_d\u00f9ng_script_\u0111\u1ec3_thu_th\u1eadp_d\u1eef_li\u1ec7u?\"><strong>Khi n\u00e0o n\u00ean d\u00f9ng script \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng ph\u1ea3i pipeline n\u00e0o c\u0169ng n\u00ean y\u00eau c\u1ea7u AI t\u1ef1 t\u00ecm d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gi\u1ea3 s\u1eed b\u1ea1n c\u00f3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>API b\u00e1n h\u00e0ng<\/li>\n\n\n\n<li>file CSV<\/li>\n\n\n\n<li>database<\/li>\n\n\n\n<li>RSS<\/li>\n\n\n\n<li>API monitoring<\/li>\n\n\n\n<li>JSON endpoint<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y, m\u1ed9t script Python ho\u1eb7c Bash c\u00f3 th\u1ec3 ch\u1ecbu tr\u00e1ch nhi\u1ec7m thu th\u1eadp d\u1eef li\u1ec7u tr\u01b0\u1edbc. Hermes Agent ch\u1ec9 c\u1ea7n \u0111\u1ecdc d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, ph\u00e2n t\u00edch v\u00e0 t\u1ea1o b\u00e1o c\u00e1o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Cron\n\n&nbsp;\u2193\n\nPython script l\u1ea5y d\u1eef li\u1ec7u\n\n&nbsp;\u2193\n\nJSON \/ stdout\n\n&nbsp;\u2193\n\nHermes Agent\n\n&nbsp;\u2193\n\nPh\u00e2n t\u00edch\n\n&nbsp;\u2193\n\nB\u00e1o c\u00e1o\n\n&nbsp;\u2193\n\nTelegram<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Hermes Cron h\u1ed7 tr\u1ee3 <code>--script<\/code>. \u1ede ch\u1ebf \u0111\u1ed9 Agent th\u00f4ng th\u01b0\u1eddng, stdout c\u1ee7a script c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o prompt \u0111\u1ec3 Hermes x\u1eed l\u00fd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hermes cron create \"0 8 * * *\" \\\n\n\"Ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c cung c\u1ea5p. X\u00e1c \u0111\u1ecbnh c\u00e1c thay \u0111\u1ed5i quan tr\u1ecdng v\u00e0 t\u1ea1o b\u00e1o c\u00e1o ng\u1eafn.\" \\\n\n--script collect-data.py \\\n\n--name \"Daily Data Report\" \\\n\n--deliver telegram<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1ch n\u00e0y th\u01b0\u1eddng ph\u00f9 h\u1ee3p h\u01a1n khi d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac r\u00f5 r\u00e0ng v\u00e0 c\u1ea7n thu th\u1eadp ch\u00ednh x\u00e1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu ch\u1ec9 mu\u1ed1n script ch\u1ea1y r\u1ed3i g\u1eedi nguy\u00ean k\u1ebft qu\u1ea3 m\u00e0 kh\u00f4ng c\u1ea7n AI ph\u00e2n t\u00edch, Hermes c\u00f2n h\u1ed7 tr\u1ee3 ch\u1ebf \u0111\u1ed9:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--no-agent<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u1ede ch\u1ebf \u0111\u1ed9 n\u00e0y, script \u0111\u01b0\u1ee3c ch\u1ea1y theo l\u1ecbch v\u00e0 stdout \u0111\u01b0\u1ee3c g\u1eedi tr\u1ef1c ti\u1ebfp t\u1edbi \u0111\u00edch nh\u1eadn, kh\u00f4ng ph\u00e1t sinh l\u01b0\u1ee3t g\u1ecdi LLM.<\/p>\n\n\n\n<h2 id=\"N\u00ean_ch\u1ecdn_Web_Search,_Web_Extract_hay_Browser?\"><strong>N\u00ean ch\u1ecdn Web Search, Web Extract hay Browser?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn theo nguy\u00ean t\u1eafc \u0111\u01a1n gi\u1ea3n:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn theo nguy\u00ean t\u1eafc \u0111\u01a1n gi\u1ea3n:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>C\u00f4ng c\u1ee5<\/th><th>Ph\u00f9 h\u1ee3p khi<\/th><\/tr><tr><td><code>web_search<\/code><\/td><td>C\u1ea7n t\u00ecm nhi\u1ec1u ngu\u1ed3n m\u1edbi tr\u00ean Internet<\/td><\/tr><tr><td><code>web_extract<\/code><\/td><td>\u0110\u00e3 c\u00f3 URL v\u00e0 c\u1ea7n l\u1ea5y n\u1ed9i dung trang<\/td><\/tr><tr><td>Browser<\/td><td>Website c\u1ea7n click, \u0111\u0103ng nh\u1eadp ho\u1eb7c t\u01b0\u01a1ng t\u00e1c<\/td><\/tr><tr><td>Script\/API<\/td><td>D\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac ho\u1eb7c c\u00f3 API ri\u00eang<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi pipeline b\u00e1o c\u00e1o tin t\u1ee9c th\u00f4ng th\u01b0\u1eddng:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>web_search\n+\nweb_extract<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">th\u01b0\u1eddng l\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p nh\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu c\u1ea7n thao t\u00e1c tr\u00ean website \u0111\u1ed9ng nh\u01b0 click n\u00fat, nh\u1eadp d\u1eef li\u1ec7u ho\u1eb7c \u0111i\u1ec1u h\u01b0\u1edbng giao di\u1ec7n, browser automation s\u1ebd ph\u00f9 h\u1ee3p h\u01a1n.<\/p>\n\n\n\n<h2 id=\"M\u1ed9t_s\u1ed1_l\u01b0u_\u00fd_khi_v\u1eadn_h\u00e0nh_pipeline_Hermes_Agent_Cron\"><strong>M\u1ed9t s\u1ed1 l\u01b0u \u00fd khi v\u1eadn h\u00e0nh pipeline Hermes Agent Cron<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt ph\u1ea3i t\u1ef1 ch\u1ee9a \u0111\u1ee7 y\u00eau c\u1ea7u:<\/strong> Cron ch\u1ea1y trong session m\u1edbi, v\u00ec v\u1eady kh\u00f4ng n\u00ean ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o cu\u1ed9c h\u1ed9i tho\u1ea1i tr\u01b0\u1edbc \u0111\u00f3. T\u00e0i li\u1ec7u Hermes c\u0169ng khuy\u1ebfn ngh\u1ecb \u0111\u01b0a ng\u1eef c\u1ea3nh quan tr\u1ecdng tr\u1ef1c ti\u1ebfp v\u00e0o prompt c\u1ee7a Cron.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m tra ngu\u1ed3n tr\u01b0\u1edbc khi t\u1ef1 \u0111\u1ed9ng h\u00f3a:<\/strong> ch\u1ea1y th\u1eed b\u1eb1ng chat tr\u01b0\u1edbc r\u1ed3i m\u1edbi t\u1ea1o l\u1ecbch.<\/li>\n\n\n\n<li><strong>Kh\u00f4ng \u0111\u1eb7t t\u1ea7n su\u1ea5t qu\u00e1 d\u00e0y:<\/strong> c\u00e1c t\u00e1c v\u1ee5 d\u00f9ng LLM, Web Search ho\u1eb7c Browser \u0111\u1ec1u c\u00f3 th\u1ec3 ph\u00e1t sinh chi ph\u00ed.<\/li>\n\n\n\n<li><strong>\u01afu ti\u00ean ngu\u1ed3n ch\u00ednh th\u1ee9c:<\/strong> \u0111\u1eb7c bi\u1ec7t v\u1edbi b\u00e1o c\u00e1o k\u1ef9 thu\u1eadt, gi\u00e1, phi\u00ean b\u1ea3n ph\u1ea7n m\u1ec1m ho\u1eb7c th\u00f4ng tin doanh nghi\u1ec7p.<\/li>\n\n\n\n<li><strong>B\u1eadt Continuity cho b\u00e1o c\u00e1o \u0111\u1ecbnh k\u1ef3:<\/strong> gi\u00fap h\u1ea1n ch\u1ebf n\u1ed9i dung l\u1eb7p l\u1ea1i.<\/li>\n\n\n\n<li><strong>Theo d\u00f5i<\/strong> <strong>hermes cron status<\/strong><strong>:<\/strong> \u0111\u1eb7c bi\u1ec7t khi Hermes ch\u1ea1y tr\u00ean VPS.<\/li>\n\n\n\n<li><strong>T\u00f4n tr\u1ecdng \u0111i\u1ec1u kho\u1ea3n website:<\/strong> ch\u1ec9 thu th\u1eadp d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ph\u00e9p truy c\u1eadp v\u00e0 tr\u00e1nh g\u1eedi request v\u1edbi t\u1ea7n su\u1ea5t g\u00e2y \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn h\u1ec7 th\u1ed1ng ngu\u1ed3n.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-7.png\" alt=\"M\u1ed9t s\u1ed1 l\u01b0u \u00fd khi v\u1eadn h\u00e0nh pipeline Hermes Agent Cron\" class=\"wp-image-130367\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-7.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/09\/tao-pipeline-tu-dong-cao-du-lieu-7-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>M\u1ed9t s\u1ed1 l\u01b0u \u00fd khi v\u1eadn h\u00e0nh pipeline Hermes Agent Cron<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 id=\"Hermes_Agent_Cron_ph\u00f9_h\u1ee3p_v\u1edbi_nh\u1eefng_pipeline_n\u00e0o?\"><strong>Hermes Agent Cron ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng pipeline n\u00e0o?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sau khi hi\u1ec3u c\u00e1ch ho\u1ea1t \u0111\u1ed9ng, b\u1ea1n c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng m\u00f4 h\u00ecnh n\u00e0y cho r\u1ea5t nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Theo d\u00f5i tin t\u1ee9c:<\/strong> Tin AI \u2192 l\u1ecdc \u2192 t\u00f3m t\u1eaft \u2192 Telegram<\/li>\n\n\n\n<li><strong>Theo d\u00f5i \u0111\u1ed1i th\u1ee7:<\/strong> Website \u0111\u1ed1i th\u1ee7 \u2192 ph\u00e1t hi\u1ec7n thay \u0111\u1ed5i \u2192 ph\u00e2n t\u00edch \u2192 Slack<\/li>\n\n\n\n<li><strong>Theo d\u00f5i GitHub:<\/strong> Issues + Releases + Pull Requests \u2192 t\u1ed5ng h\u1ee3p \u2192 Discord<\/li>\n\n\n\n<li><strong>B\u00e1o c\u00e1o website:<\/strong> Analytics\/API \u2192 ph\u00e2n t\u00edch \u2192 Daily Report \u2192 Email<\/li>\n\n\n\n<li><strong>Theo d\u00f5i h\u1ec7 th\u1ed1ng:<\/strong> CPU + RAM + Disk \u2192 ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng \u2192 Telegram<\/li>\n\n\n\n<li><strong>Theo d\u00f5i d\u1eef li\u1ec7u kinh doanh:<\/strong> API\/CSV \u2192 t\u1ed5ng h\u1ee3p \u2192 so s\u00e1nh \u2192 b\u00e1o c\u00e1o h\u1eb1ng ng\u00e0y<\/li>\n<\/ul>\n\n\n\n<h2 id=\"K\u1ebft_lu\u1eadn\"><strong>K\u1ebft lu\u1eadn<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">X\u00e2y d\u1ef1ng m\u1ed9t pipeline t\u1ef1 \u0111\u1ed9ng c\u00e0o d\u1eef li\u1ec7u v\u00e0 g\u1eedi b\u00e1o c\u00e1o kh\u00f4ng c\u00f2n l\u00e0 \u0111\u1eb7c quy\u1ec1n c\u1ee7a \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt c\u00f3 nhi\u1ec1u nh\u00e2n s\u1ef1. V\u1edbi Hermes Agent, to\u00e0n b\u1ed9 quy tr\u00ecnh t\u1eeb thu th\u1eadp th\u00f4ng tin, x\u1eed l\u00fd, \u0111\u1ebfn g\u1eedi b\u00e1o c\u00e1o qua cron job \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp ch\u1ec9 trong th\u1eddi gian ng\u1eafn, sau \u0111\u00f3 v\u1eadn h\u00e0nh li\u00ean t\u1ee5c m\u00e0 g\u1ea7n nh\u01b0 kh\u00f4ng c\u1ea7n b\u1ea3o tr\u00ec. Ch\u1ec9 c\u1ea7n x\u00e1c \u0111\u1ecbnh ngu\u1ed3n d\u1eef li\u1ec7u, m\u00f4 t\u1ea3 r\u00f5 n\u1ed9i dung c\u1ea7n thu th\u1eadp, \u0111\u1eb7t l\u1ecbch Cron v\u00e0 ch\u1ecdn n\u01a1i nh\u1eadn b\u00e1o c\u00e1o, b\u1ea1n \u0111\u00e3 c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng ch\u1ea1y h\u1eb1ng ng\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><span style=\"text-decoration: underline;\">C\u00e1c b\u00e0i vi\u1ebft li\u00ean quan:<\/span><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/tino.vn\/blog\/hermes-agent-desktop\/\" target=\"_blank\" rel=\"noopener\">H\u01b0\u1edbng d\u1eabn c\u00e0i \u0111\u1eb7t v\u00e0 s\u1eed d\u1ee5ng Hermes Agent Desktop<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/ket-noi-google-workspace-voi-hermes-agent\/\" target=\"_blank\" rel=\"noopener\">H\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i Google Workspace v\u1edbi Hermes Agent&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/ket-noi-google-chat-voi-hermes-agent\/\" target=\"_blank\" rel=\"noopener\">H\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i Google Chat v\u1edbi Hermes Agent A-Z<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/docs\/ket-noi-slack-voi-hermes-agent\/\" target=\"_blank\" rel=\"noopener\">H\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i Slack v\u1edbi Hermes Agent tr\u00ean VPS Hermes<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/ket-noi-kilo-code-voi-hermes-agent\/\" target=\"_blank\" rel=\"noopener\">H\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i Kilo Code v\u1edbi Hermes Agent<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/docs\/ket-noi-telegram-voi-hermes-agent\/\" target=\"_blank\" rel=\"noopener\">H\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i Telegram v\u1edbi Hermes Agent tr\u00ean VPS Hermes<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/ket-noi-tai-khoan-zalo-ca-nhan-voi-hermes-agent\/\">H\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i t\u00e0i kho\u1ea3n Zalo c\u00e1 nh\u00e2n v\u1edbi Hermes Agent tr\u00ean VPS Hermes<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/docs\/ket-noi-discord-voi-hermes-agent\/\" target=\"_blank\" rel=\"noopener\">H\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i Discord v\u1edbi Hermes Agent tr\u00ean VPS Hermes<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/cach-lay-api-key-tren-nous-portal\/\" target=\"_blank\" rel=\"noopener\"><\/a><a href=\"https:\/\/tino.vn\/blog\/cach-viet-skill-cho-hermes-agent\/\" target=\"_blank\" rel=\"noopener\">C\u00e1ch vi\u1ebft Skill cho Hermes Agent: \u0110\u00fang chu\u1ea9n, d\u1ec5 k\u00edch ho\u1ea1t&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/hermes-agent-nen-chay-local-hay-vps\/\" target=\"_blank\" rel=\"noopener\">Hermes Agent n\u00ean ch\u1ea1y Local hay VPS?<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\"><strong>Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/strong><\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Hermes_Agent_Cron_c\u00f3_th\u1ec3_t\u1ef1_c\u00e0o_d\u1eef_li\u1ec7u_website_kh\u00f4ng?\">Hermes Agent Cron c\u00f3 th\u1ec3 t\u1ef1 c\u00e0o d\u1eef li\u1ec7u website kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">C\u00f3. Hermes Agent c\u00f3 web_search \u0111\u1ec3 t\u00ecm th\u00f4ng tin v\u00e0 web_extract \u0111\u1ec3 l\u1ea5y n\u1ed9i dung t\u1eeb URL. V\u1edbi website c\u1ea7n t\u01b0\u01a1ng t\u00e1c, Hermes c\u00f2n h\u1ed7 tr\u1ee3 c\u00e1c c\u00f4ng c\u1ee5 browser automation.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"C\u00f3_c\u1ea7n_bi\u1ebft_l\u1eadp_tr\u00ecnh_\u0111\u1ec3_t\u1ea1o_pipeline_Hermes_Agent_Cron_kh\u00f4ng?\">C\u00f3 c\u1ea7n bi\u1ebft l\u1eadp tr\u00ecnh \u0111\u1ec3 t\u1ea1o pipeline Hermes Agent Cron kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng b\u1eaft bu\u1ed9c. V\u1edbi c\u00e1c pipeline \u0111\u01a1n gi\u1ea3n, b\u1ea1n c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 y\u00eau c\u1ea7u b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean nh\u01b0 \u201cM\u1ed7i s\u00e1ng l\u00fac 8 gi\u1edd t\u00ecm tin AI m\u1edbi v\u00e0 g\u1eedi b\u00e1o c\u00e1o qua Telegram\u201d. Hermes s\u1ebd t\u1ea1o Cron Job t\u01b0\u01a1ng \u1ee9ng.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"T\u1eaft_m\u00e1y_t\u00ednh_th\u00ec_Hermes_Agent_Cron_c\u00f3_c\u00f2n_ch\u1ea1y_kh\u00f4ng?\">T\u1eaft m\u00e1y t\u00ednh th\u00ec Hermes Agent Cron c\u00f3 c\u00f2n ch\u1ea1y kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">N\u1ebfu Hermes ch\u1ea1y Local v\u00e0 m\u00e1y t\u00ednh b\u1ecb t\u1eaft, pipeline kh\u00f4ng th\u1ec3 ti\u1ebfp t\u1ee5c ch\u1ea1y. N\u1ebfu Hermes Agent ch\u1ea1y tr\u00ean VPS ho\u1ea1t \u0111\u1ed9ng 24\/7, Cron c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c th\u1ef1c hi\u1ec7n l\u1ecbch \u0111\u00e3 thi\u1ebft l\u1eadp mi\u1ec5n l\u00e0 Gateway v\u00e0 scheduler v\u1eabn ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Pipeline_c\u00f3_nh\u1ea5t_thi\u1ebft_ph\u1ea3i_d\u00f9ng_AI_\u1edf_m\u1ecdi_b\u01b0\u1edbc_kh\u00f4ng?\">Pipeline c\u00f3 nh\u1ea5t thi\u1ebft ph\u1ea3i d\u00f9ng AI \u1edf m\u1ecdi b\u01b0\u1edbc kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng. B\u1ea1n c\u00f3 th\u1ec3 d\u00f9ng script Python ho\u1eb7c Bash \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u, sau \u0111\u00f3 \u0111\u01b0a k\u1ebft qu\u1ea3 cho Hermes Agent ph\u00e2n t\u00edch. N\u1ebfu ch\u1ec9 c\u1ea7n script ch\u1ea1y v\u00e0 g\u1eedi k\u1ebft qu\u1ea3 nguy\u00ean b\u1ea3n, ch\u1ebf \u0111\u1ed9 &#8211;no-agent cho ph\u00e9p b\u1ecf qua LLM ho\u00e0n to\u00e0n.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Pipeline_c\u00f3_t\u1ef1_ch\u1ea1y_khi_VPS_kh\u1edfi_\u0111\u1ed9ng_l\u1ea1i_kh\u00f4ng?\">Pipeline c\u00f3 t\u1ef1 ch\u1ea1y khi VPS kh\u1edfi \u0111\u1ed9ng l\u1ea1i kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">C\u00f3, n\u1ebfu gateway \u0111\u01b0\u1ee3c c\u00e0i b\u1eb1ng l\u1ec7nh <code>sudo hermes gateway install --system<\/code>. C\u00e1ch c\u00e0i n\u00e0y gi\u00fap scheduler t\u1ef1 kh\u1edfi \u0111\u1ed9ng l\u1ea1i c\u00f9ng h\u1ec7 \u0111i\u1ec1u h\u00e0nh m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u0103ng nh\u1eadp th\u1ee7 c\u00f4ng.&nbsp;<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Chi_ph\u00ed_v\u1eadn_h\u00e0nh_pipeline_n\u00e0y_c\u00f3_cao_kh\u00f4ng?\">Chi ph\u00ed v\u1eadn h\u00e0nh pipeline n\u00e0y c\u00f3 cao kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Chi ph\u00ed ch\u1ee7 y\u1ebfu \u0111\u1ebfn t\u1eeb VPS v\u00e0 ph\u00ed g\u1ecdi API m\u00f4 h\u00ecnh AI. V\u1edbi c\u00e1c t\u00e1c v\u1ee5 gi\u00e1m s\u00e1t \u0111\u01a1n gi\u1ea3n, n\u00ean d\u00f9ng ch\u1ebf \u0111\u1ed9 <code>no-agent<\/code> \u0111\u1ec3 b\u1ecf qua b\u01b0\u1edbc g\u1ecdi m\u00f4 h\u00ecnh, gi\u00fap gi\u1ea3m chi ph\u00ed \u0111\u00e1ng k\u1ec3.&nbsp;<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Hermes Agent Cron c\u00f3 th\u1ec3 t\u1ef1 c\u00e0o d\u1eef li\u1ec7u website kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>C\u00f3. Hermes Agent c\u00f3 web_search \u0111\u1ec3 t\u00ecm th\u00f4ng tin v\u00e0 web_extract \u0111\u1ec3 l\u1ea5y n\u1ed9i dung t\u1eeb URL. V\u1edbi website c\u1ea7n t\u01b0\u01a1ng t\u00e1c, Hermes c\u00f2n h\u1ed7 tr\u1ee3 c\u00e1c c\u00f4ng c\u1ee5 browser automation.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"C\u00f3 c\u1ea7n bi\u1ebft l\u1eadp tr\u00ecnh \u0111\u1ec3 t\u1ea1o pipeline Hermes Agent Cron kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Kh\u00f4ng b\u1eaft bu\u1ed9c. V\u1edbi c\u00e1c pipeline \u0111\u01a1n gi\u1ea3n, b\u1ea1n c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 y\u00eau c\u1ea7u b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean nh\u01b0 \u201cM\u1ed7i s\u00e1ng l\u00fac 8 gi\u1edd t\u00ecm tin AI m\u1edbi v\u00e0 g\u1eedi b\u00e1o c\u00e1o qua Telegram\u201d. Hermes s\u1ebd t\u1ea1o Cron Job t\u01b0\u01a1ng \u1ee9ng.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"T\u1eaft m\u00e1y t\u00ednh th\u00ec Hermes Agent Cron c\u00f3 c\u00f2n ch\u1ea1y kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>N\u1ebfu Hermes ch\u1ea1y Local v\u00e0 m\u00e1y t\u00ednh b\u1ecb t\u1eaft, pipeline kh\u00f4ng th\u1ec3 ti\u1ebfp t\u1ee5c ch\u1ea1y. N\u1ebfu Hermes Agent ch\u1ea1y tr\u00ean VPS ho\u1ea1t \u0111\u1ed9ng 24\/7, Cron c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c th\u1ef1c hi\u1ec7n l\u1ecbch \u0111\u00e3 thi\u1ebft l\u1eadp mi\u1ec5n l\u00e0 Gateway v\u00e0 scheduler v\u1eabn ho\u1ea1t \u0111\u1ed9ng.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Pipeline c\u00f3 nh\u1ea5t thi\u1ebft ph\u1ea3i d\u00f9ng AI \u1edf m\u1ecdi b\u01b0\u1edbc kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Kh\u00f4ng. B\u1ea1n c\u00f3 th\u1ec3 d\u00f9ng script Python ho\u1eb7c Bash \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u, sau \u0111\u00f3 \u0111\u01b0a k\u1ebft qu\u1ea3 cho Hermes Agent ph\u00e2n t\u00edch. N\u1ebfu ch\u1ec9 c\u1ea7n script ch\u1ea1y v\u00e0 g\u1eedi k\u1ebft qu\u1ea3 nguy\u00ean b\u1ea3n, ch\u1ebf \u0111\u1ed9 --no-agent cho ph\u00e9p b\u1ecf qua LLM ho\u00e0n to\u00e0n.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Pipeline c\u00f3 t\u1ef1 ch\u1ea1y khi VPS kh\u1edfi \u0111\u1ed9ng l\u1ea1i kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>C\u00f3, n\u1ebfu gateway \u0111\u01b0\u1ee3c c\u00e0i b\u1eb1ng l\u1ec7nh sudo hermes gateway install --system. C\u00e1ch c\u00e0i n\u00e0y gi\u00fap scheduler t\u1ef1 kh\u1edfi \u0111\u1ed9ng l\u1ea1i c\u00f9ng h\u1ec7 \u0111i\u1ec1u h\u00e0nh m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u0103ng nh\u1eadp th\u1ee7 c\u00f4ng.&nbsp;<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Chi ph\u00ed v\u1eadn h\u00e0nh pipeline n\u00e0y c\u00f3 cao kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Chi ph\u00ed ch\u1ee7 y\u1ebfu \u0111\u1ebfn t\u1eeb VPS v\u00e0 ph\u00ed g\u1ecdi API m\u00f4 h\u00ecnh AI. V\u1edbi c\u00e1c t\u00e1c v\u1ee5 gi\u00e1m s\u00e1t \u0111\u01a1n gi\u1ea3n, n\u00ean d\u00f9ng ch\u1ebf \u0111\u1ed9 no-agent \u0111\u1ec3 b\u1ecf qua b\u01b0\u1edbc g\u1ecdi m\u00f4 h\u00ecnh, gi\u00fap gi\u1ea3m chi ph\u00ed \u0111\u00e1ng k\u1ec3.&nbsp;<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t\t\t\t]\n\t}\n<\/script>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>M\u1ed7i s\u00e1ng ph\u1ea3i m\u1edf h\u00e0ng ch\u1ee5c tab \u0111\u1ec3 ki\u1ec3m tra gi\u00e1 \u0111\u1ed1i th\u1ee7, theo d\u00f5i tin t\u1ee9c ng\u00e0nh hay t\u1ed5ng h\u1ee3p s\u1ed1 li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n r\u1ed3i t\u1ef1 tay so\u1ea1n b\u00e1o c\u00e1o g\u1eedi cho s\u1ebfp &#8211; c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i n\u00e0y \u0111ang l\u1ea5y \u0111i r\u1ea5t nhi\u1ec1u th\u1eddi gian c\u1ee7a ng\u01b0\u1eddi l\u00e0m marketing, v\u1eadn [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":130368,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7592],"tags":[7593],"class_list":["post-130357","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hermes-agent","tag-hermes-agent"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/130357","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/comments?post=130357"}],"version-history":[{"count":3,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/130357\/revisions"}],"predecessor-version":[{"id":130369,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/130357\/revisions\/130369"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/130368"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=130357"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=130357"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=130357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}