{"id":125685,"date":"2026-06-12T15:53:08","date_gmt":"2026-06-12T08:53:08","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=125685"},"modified":"2026-07-01T14:05:22","modified_gmt":"2026-07-01T07:05:22","slug":"openviking-la-gi","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/openviking-la-gi\/","title":{"rendered":"OpenViking l\u00e0 g\u00ec? T\u1ea1i sao Hermes Agent c\u1ea7n OpenViking?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>AI Agent kh\u00f4ng ch\u1ec9 c\u1ea7n m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1ea1nh. \u0110\u1ec3 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 trong th\u1ef1c t\u1ebf, c\u00e1c agent c\u1ea7n ghi nh\u1edb ng\u01b0\u1eddi d\u00f9ng, hi\u1ec3u b\u1ed1i c\u1ea3nh c\u00f4ng vi\u1ec7c, truy xu\u1ea5t t\u00e0i li\u1ec7u \u0111\u00fang l\u00fac v\u00e0 h\u1ecdc l\u1ea1i kinh nghi\u1ec7m t\u1eeb c\u00e1c phi\u00ean l\u00e0m vi\u1ec7c tr\u01b0\u1edbc. \u0110\u00e2y ch\u00ednh l\u00e0 l\u00fd do OpenViking tr\u1edf th\u00e0nh m\u1ed9t th\u00e0nh ph\u1ea7n \u0111\u00e1ng ch\u00fa \u00fd trong h\u1ec7 sinh th\u00e1i AI Agent hi\u1ec7n \u0111\u1ea1i. V\u1eady c\u1ee5 th\u1ec3 OpenViking l\u00e0 g\u00ec? T\u1ea1i sao Hermes Agent c\u1ea7n OpenViking? C\u00f9ng Tino t\u00ecm hi\u1ec3u chi ti\u1ebft qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y nh\u00e9!<\/strong><\/p>\n\n\n\n<h2 id=\"T\u1ed5ng_quan_v\u1ec1_OpenViking\"><a id=\"post-125685-_ooxno48c02uy\"><\/a><strong>T\u1ed5ng quan v\u1ec1 OpenViking<\/strong><\/h2>\n\n\n\n<h3 id=\"OpenViking_l\u00e0_g\u00ec?\"><a id=\"post-125685-_xfb8nito1ud8\"><\/a><strong>OpenViking l\u00e0 g\u00ec?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/volcengine\/OpenViking\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/github.com\/volcengine\/OpenViking\" rel=\"noreferrer noopener nofollow\">OpenViking<\/a> l\u00e0 m\u1ed9t <strong>context database m\u00e3 ngu\u1ed3n m\u1edf d\u00e0nh cho AI Agent<\/strong>. C\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01a1n gi\u1ea3n, \u0111\u00e2y l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng gi\u00fap AI Agent l\u01b0u tr\u1eef, s\u1eafp x\u1ebfp v\u00e0 truy xu\u1ea5t b\u1ed1i c\u1ea3nh l\u00e0m vi\u1ec7c m\u1ed9t c\u00e1ch th\u00f4ng minh h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Trong AI Agent, \u201ccontext\u201d kh\u00f4ng ch\u1ec9 l\u00e0 v\u00e0i d\u00f2ng h\u1ed9i tho\u1ea1i g\u1ea7n nh\u1ea5t m\u00e0 c\u00f3 th\u1ec3 bao g\u1ed3m:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Th\u00f4ng tin ng\u01b0\u1eddi d\u00f9ng t\u1eebng cung c\u1ea5p<\/li>\n\n\n\n<li>T\u00e0i li\u1ec7u d\u1ef1 \u00e1n<\/li>\n\n\n\n<li>L\u1ecbch s\u1eed t\u00e1c v\u1ee5<\/li>\n\n\n\n<li>K\u1ebft qu\u1ea3 x\u1eed l\u00fd tr\u01b0\u1edbc \u0111\u00e2y<\/li>\n\n\n\n<li>K\u1ef9 n\u0103ng \u0111\u00e3 h\u1ecdc \u0111\u01b0\u1ee3c<\/li>\n\n\n\n<li>Quy t\u1eafc v\u1eadn h\u00e0nh<\/li>\n\n\n\n<li>T\u00e0i nguy\u00ean ph\u1ee5c v\u1ee5 c\u00f4ng vi\u1ec7c<\/li>\n\n\n\n<li>Ghi ch\u00fa, t\u00f3m t\u1eaft, file tham chi\u1ebfu<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  N\u1ebfu kh\u00f4ng c\u00f3 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd context t\u1ed1t, AI Agent r\u1ea5t d\u1ec5 g\u1eb7p c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 qu\u00ean th\u00f4ng tin, truy xu\u1ea5t sai d\u1eef li\u1ec7u, ti\u00eau t\u1ed1n qu\u00e1 nhi\u1ec1u token ho\u1eb7c x\u1eed l\u00fd thi\u1ebfu nh\u1ea5t qu\u00e1n sau nhi\u1ec1u phi\u00ean l\u00e0m vi\u1ec7c.\n<\/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\/06\/openviking-la-gi-1.png\" alt=\"OpenViking l\u00e0 g\u00ec?\" class=\"wp-image-125692\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>OpenViking l\u00e0 g\u00ec?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking ra \u0111\u1eddi \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u00f3m v\u1ea5n \u0111\u1ec1 n\u00e0y. Thay v\u00ec xem b\u1ed9 nh\u1edb AI Agent nh\u01b0 m\u1ed9t kho vector ph\u1eb3ng, OpenViking t\u1ed5 ch\u1ee9c context theo phong c\u00e1ch g\u1ea7n gi\u1ed1ng h\u1ec7 th\u1ed1ng file. Nh\u1edd \u0111\u00f3, d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia t\u1ea7ng, ph\u00e2n c\u1ea5p, t\u00ecm ki\u1ebfm theo th\u01b0 m\u1ee5c, k\u1ebft h\u1ee3p semantic search v\u00e0 t\u1ea3i v\u00e0o prompt theo nhu c\u1ea7u th\u1ef1c t\u1ebf.\n<\/p>\n\n\n\n<h3 id=\"OpenViking_gi\u1ea3i_quy\u1ebft_v\u1ea5n_\u0111\u1ec1_g\u00ec_trong_AI_Agent?\"><a id=\"post-125685-_iqbu5lboz5fa\"><\/a><strong>OpenViking gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 g\u00ec trong AI Agent?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Khi tri\u1ec3n khai AI Agent trong m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf, th\u00e1ch th\u1ee9c l\u1edbn kh\u00f4ng n\u1eb1m ho\u00e0n to\u00e0n \u1edf m\u00f4 h\u00ecnh AI. V\u1ea5n \u0111\u1ec1 kh\u00f3 h\u01a1n th\u01b0\u1eddng l\u00e0 <strong>qu\u1ea3n l\u00fd b\u1ed1i c\u1ea3nh<\/strong>.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u00ed d\u1ee5, m\u1ed9t AI Agent h\u1ed7 tr\u1ee3 qu\u1ea3n tr\u1ecb VPS, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng ho\u1eb7c vi\u1ebft n\u1ed9i dung SEO s\u1ebd ph\u1ea3i ghi nh\u1edb r\u1ea5t nhi\u1ec1u th\u00f4ng tin:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ng\u01b0\u1eddi d\u00f9ng th\u00edch gi\u1ecdng v\u0103n n\u00e0o<\/li>\n\n\n\n<li>D\u1ef1 \u00e1n \u0111ang tri\u1ec3n khai \u0111\u1ebfn \u0111\u00e2u<\/li>\n\n\n\n<li>File n\u00e0o l\u00e0 t\u00e0i li\u1ec7u g\u1ed1c<\/li>\n\n\n\n<li>C\u00f4ng vi\u1ec7c n\u00e0o \u0111\u00e3 ho\u00e0n th\u00e0nh<\/li>\n\n\n\n<li>Quy tr\u00ecnh n\u00e0o n\u00ean d\u00f9ng l\u1ea1i<\/li>\n\n\n\n<li>K\u1ebft qu\u1ea3 n\u00e0o c\u1ea7n tr\u00e1nh l\u1eb7p l\u1ea1i<\/li>\n\n\n\n<li>C\u00f4ng c\u1ee5 n\u00e0o \u0111\u00e3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  N\u1ebfu m\u1ed7i phi\u00ean l\u00e0m vi\u1ec7c \u0111\u1ec1u b\u1eaft \u0111\u1ea7u t\u1eeb con s\u1ed1 0, AI Agent s\u1ebd gi\u1ed1ng m\u1ed9t tr\u1ee3 l\u00fd m\u1edbi ch\u01b0a hi\u1ec3u g\u00ec v\u1ec1 c\u00f4ng vi\u1ec7c. N\u1ebfu nh\u1ed3i to\u00e0n b\u1ed9 l\u1ecbch s\u1eed v\u00e0o prompt, chi ph\u00ed token t\u0103ng nhanh v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i c\u00f3 th\u1ec3 gi\u1ea3m.\n<\/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\/06\/openviking-la-gi-2.png\" alt=\"OpenViking gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 g\u00ec trong AI Agent?\" class=\"wp-image-125693\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>OpenViking gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 g\u00ec trong AI Agent?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking gi\u00fap AI Agent c\u00f3 m\u1ed9t l\u1edbp qu\u1ea3n l\u00fd context ri\u00eang, t\u1eeb \u0111\u00f3 h\u1ed7 tr\u1ee3:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>L\u01b0u tr\u00ed nh\u1edb d\u00e0i h\u1ea1n<\/li>\n\n\n\n<li>T\u00f3m t\u1eaft phi\u00ean l\u00e0m vi\u1ec7c<\/li>\n\n\n\n<li>Truy xu\u1ea5t t\u00e0i li\u1ec7u theo ng\u1eef ngh\u0129a<\/li>\n\n\n\n<li>T\u1ed5 ch\u1ee9c k\u1ef9 n\u0103ng v\u00e0 t\u00e0i nguy\u00ean theo c\u1ea5u tr\u00fac<\/li>\n\n\n\n<li>Gi\u1ea3m l\u01b0\u1ee3ng context kh\u00f4ng c\u1ea7n thi\u1ebft \u0111\u01b0a v\u00e0o prompt<\/li>\n\n\n\n<li>T\u0103ng kh\u1ea3 n\u0103ng quan s\u00e1t v\u00e0 debug qu\u00e1 tr\u00ecnh truy xu\u1ea5t d\u1eef li\u1ec7u<\/li>\n<\/ul>\n\n\n\n<h3 id=\"OpenViking_kh\u00e1c_g\u00ec_so_v\u1edbi_vector_database_truy\u1ec1n_th\u1ed1ng?\"><a id=\"post-125685-_rdbaezatmfuy\"><\/a><strong>OpenViking kh\u00e1c g\u00ec so v\u1edbi vector database truy\u1ec1n th\u1ed1ng?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Vector database truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng theo c\u00e1ch: c\u1eaft t\u00e0i li\u1ec7u th\u00e0nh \u0111o\u1ea1n, t\u1ea1o embedding, l\u01b0u v\u00e0o c\u01a1 s\u1edf d\u1eef li\u1ec7u, sau \u0111\u00f3 truy xu\u1ea5t c\u00e1c \u0111o\u1ea1n g\u1ea7n ngh\u0129a nh\u1ea5t khi c\u1ea7n.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  C\u00e1ch l\u00e0m n\u00e0y h\u1eefu \u00edch cho RAG, nh\u01b0ng v\u1edbi AI Agent ch\u1ea1y l\u00e2u d\u00e0i, vector database ph\u1eb3ng c\u00f3 th\u1ec3 ph\u00e1t sinh m\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u00f3 th\u1ea5y t\u1ed5ng th\u1ec3 d\u1eef li\u1ec7u \u0111ang \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c ra sao<\/li>\n\n\n\n<li>Kh\u00f3 ph\u00e2n bi\u1ec7t memory, t\u00e0i nguy\u00ean, k\u1ef9 n\u0103ng v\u00e0 phi\u00ean l\u00e0m vi\u1ec7c<\/li>\n\n\n\n<li>D\u1ec5 l\u1ea5y \u0111\u00fang \u0111o\u1ea1n nh\u1ecf nh\u01b0ng thi\u1ebfu b\u1ed1i c\u1ea3nh l\u1edbn<\/li>\n\n\n\n<li>Kh\u00f3 debug khi AI Agent truy xu\u1ea5t sai<\/li>\n\n\n\n<li>Kh\u00f3 qu\u1ea3n l\u00fd qu\u00e1 tr\u00ecnh ghi nh\u1edb v\u00e0 t\u1ef1 c\u1ea3i thi\u1ec7n<br>  <\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking ti\u1ebfp c\u1eadn kh\u00e1c h\u01a1n. C\u00f4ng c\u1ee5 n\u00e0y d\u00f9ng m\u00f4 h\u00ecnh gi\u1ed1ng h\u1ec7 th\u1ed1ng file \u0111\u1ec3 qu\u1ea3n l\u00fd context. Ngh\u0129a l\u00e0 memory, resource v\u00e0 skill c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c theo th\u01b0 m\u1ee5c, ph\u00e2n c\u1ea5p v\u00e0 truy xu\u1ea5t c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng h\u01a1n.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u00ed d\u1ee5 d\u1ec5 hi\u1ec3u:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Vector database truy\u1ec1n th\u1ed1ng gi\u1ed1ng m\u1ed9t kho t\u00e0i li\u1ec7u l\u1edbn, t\u00ecm b\u1eb1ng t\u1eeb kh\u00f3a ng\u1eef ngh\u0129a.  <\/li>\n\n\n\n<li>OpenViking gi\u1ed1ng m\u1ed9t th\u01b0 vi\u1ec7n c\u00f3 k\u1ec7, th\u01b0 m\u1ee5c, ch\u1ec9 m\u1ee5c, t\u00f3m t\u1eaft v\u00e0 c\u01a1 ch\u1ebf l\u1ea5y t\u00e0i li\u1ec7u theo t\u1ea7ng.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y r\u1ea5t quan tr\u1ecdng v\u1edbi AI Agent, v\u00ec AI Agent kh\u00f4ng ch\u1ec9 \u201ch\u1ecfi \u2013 \u0111\u00e1p\u201d m\u00e0 c\u00f2n ph\u1ea3i l\u00e0m vi\u1ec7c theo chu\u1ed7i nhi\u1ec7m v\u1ee5 d\u00e0i.\n<\/p>\n\n\n\n<h2 id=\"C\u00e1c_th\u00e0nh_ph\u1ea7n_ch\u00ednh_c\u1ee7a_OpenViking\"><a id=\"post-125685-_p2b4prwhdf0k\"><\/a><strong>C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a OpenViking<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c hi\u1ec3u qua 5 nh\u00f3m th\u00e0nh ph\u1ea7n ch\u00ednh:\n<\/p>\n\n\n\n<h3 id=\"1._Memory_\u2013_b\u1ed9_nh\u1edb_d\u00e0i_h\u1ea1n\"><a id=\"post-125685-_5prbmkb6m16d\"><\/a><strong>1. Memory \u2013 b\u1ed9 nh\u1edb d\u00e0i h\u1ea1n<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Memory l\u01b0u l\u1ea1i nh\u1eefng th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb l\u00e2u d\u00e0i, ch\u1eb3ng h\u1ea1n nh\u01b0 s\u1edf th\u00edch ng\u01b0\u1eddi d\u00f9ng, quy t\u1eafc d\u1ef1 \u00e1n, th\u00f3i quen l\u00e0m vi\u1ec7c ho\u1eb7c k\u1ebft qu\u1ea3 quan tr\u1ecdng t\u1eeb c\u00e1c phi\u00ean tr\u01b0\u1edbc.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u1edbi Hermes Agent, memory gi\u00fap tr\u1ee3 l\u00fd kh\u00f4ng ph\u1ea3i h\u1ecfi l\u1ea1i c\u00f9ng m\u1ed9t th\u00f4ng tin nhi\u1ec1u l\u1ea7n.\n<\/p>\n\n\n\n<h3 id=\"2._Resources_\u2013_t\u00e0i_nguy\u00ean_tham_chi\u1ebfu\"><a id=\"post-125685-_lofv12bwcyuv\"><\/a><strong>2. Resources \u2013 t\u00e0i nguy\u00ean tham chi\u1ebfu<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Resources c\u00f3 th\u1ec3 l\u00e0 t\u00e0i li\u1ec7u, file d\u1ef1 \u00e1n, ghi ch\u00fa k\u1ef9 thu\u1eadt, n\u1ed9i dung website, API documentation ho\u1eb7c b\u1ea5t k\u1ef3 d\u1eef li\u1ec7u n\u00e0o AI Agent c\u1ea7n d\u00f9ng \u0111\u1ec3 ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking gi\u00fap AI Agent truy xu\u1ea5t \u0111\u00fang ph\u1ea7n li\u00ean quan, thay v\u00ec \u0111\u01b0a to\u00e0n b\u1ed9 t\u00e0i li\u1ec7u v\u00e0o prompt.\n<\/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\/06\/openviking-la-gi-3.png\" alt=\"C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a OpenViking\" class=\"wp-image-125694\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a OpenViking<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"3._Skills_\u2013_k\u1ef9_n\u0103ng_c\u00f3_th\u1ec3_t\u00e1i_s\u1eed_d\u1ee5ng\"><a id=\"post-125685-_echt4jpcomxn\"><\/a><strong>3. Skills \u2013 k\u1ef9 n\u0103ng c\u00f3 th\u1ec3 t\u00e1i s\u1eed d\u1ee5ng<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Skills l\u00e0 c\u00e1c quy tr\u00ecnh, thao t\u00e1c ho\u1eb7c h\u01b0\u1edbng d\u1eabn m\u00e0 AI Agent c\u00f3 th\u1ec3 d\u00f9ng l\u1ea1i. V\u00ed d\u1ee5:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1ch vi\u1ebft b\u00e0i SEO theo gi\u1ecdng v\u0103n th\u01b0\u01a1ng hi\u1ec7u<\/li>\n\n\n\n<li>C\u00e1ch ki\u1ec3m tra l\u1ed7i c\u1ea5u h\u00ecnh VPS<\/li>\n\n\n\n<li>C\u00e1ch t\u1ea1o workflow t\u1ef1 \u0111\u1ed9ng<\/li>\n\n\n\n<li>C\u00e1ch ph\u00e2n t\u00edch log<\/li>\n\n\n\n<li>C\u00e1ch chu\u1ea9n b\u1ecb ph\u1ea3n h\u1ed3i ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Khi skill \u0111\u01b0\u1ee3c l\u01b0u c\u00f3 t\u1ed5 ch\u1ee9c, AI Agent l\u00e0m vi\u1ec7c \u1ed5n \u0111\u1ecbnh h\u01a1n qua nhi\u1ec1u nhi\u1ec7m v\u1ee5 t\u01b0\u01a1ng t\u1ef1.\n<\/p>\n\n\n\n<h3 id=\"4._Tiered_context_loading_\u2013_t\u1ea3i_context_theo_t\u1ea7ng\"><a id=\"post-125685-_gkjm9w94c56\"><\/a><strong>4. Tiered context loading \u2013 t\u1ea3i context theo t\u1ea7ng<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking h\u1ed7 tr\u1ee3 c\u00e1ch t\u1ea3i context theo t\u1ea7ng. Thay v\u00ec \u0111\u01b0a m\u1ecdi d\u1eef li\u1ec7u v\u00e0o prompt ngay t\u1eeb \u0111\u1ea7u, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ch\u1ecdn ph\u1ea7n context ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng t\u00ecnh hu\u1ed1ng.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  C\u00e1ch n\u00e0y gi\u00fap gi\u1ea3m token, h\u1ea1n ch\u1ebf nhi\u1ec5u th\u00f4ng tin v\u00e0 gi\u00fap AI Agent t\u1eadp trung h\u01a1n v\u00e0o nhi\u1ec7m v\u1ee5 hi\u1ec7n t\u1ea1i.\n<\/p>\n\n\n\n<h3 id=\"5._Retrieval_trajectory_\u2013_quan_s\u00e1t_\u0111\u01b0\u1eddng_\u0111i_truy_xu\u1ea5t\"><a id=\"post-125685-_zgnyt6nhwdmu\"><\/a><strong>5. Retrieval trajectory \u2013 quan s\u00e1t \u0111\u01b0\u1eddng \u0111i truy xu\u1ea5t<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  M\u1ed9t \u0111i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd c\u1ee7a OpenViking l\u00e0 kh\u1ea3 n\u0103ng gi\u00fap ng\u01b0\u1eddi d\u00f9ng quan s\u00e1t qu\u00e1 tr\u00ecnh truy xu\u1ea5t context. Khi AI Agent l\u1ea5y sai th\u00f4ng tin, \u0111\u1ed9i k\u1ef9 thu\u1eadt c\u00f3 th\u1ec3 ki\u1ec3m tra \u0111\u01b0\u1eddng \u0111i retrieval \u0111\u1ec3 t\u1ed1i \u01b0u l\u1ea1i c\u1ea5u tr\u00fac d\u1eef li\u1ec7u.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  \u0110\u00e2y l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng khi tri\u1ec3n khai AI Agent trong m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p, n\u01a1i t\u00ednh \u1ed5n \u0111\u1ecbnh v\u00e0 kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t lu\u00f4n \u0111\u01b0\u1ee3c \u01b0u ti\u00ean.\n<\/p>\n\n\n\n<h2 id=\"T\u1ea1i_sao_Hermes_Agent_c\u1ea7n_OpenViking?\"><a id=\"post-125685-_3ual7poguchj\"><\/a><strong>T\u1ea1i sao Hermes Agent c\u1ea7n OpenViking?<\/strong><\/h2>\n\n\n\n<h3 id=\"B\u1ed9_nh\u1edb_m\u1eb7c_\u0111\u1ecbnh_c\u1ee7a_Hermes_Agent_ho\u1ea1t_\u0111\u1ed9ng_ra_sao?\"><a id=\"post-125685-_igwms2ffzl89\"><\/a><strong>B\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh c\u1ee7a Hermes Agent ho\u1ea1t \u0111\u1ed9ng ra sao?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Hermes Agent c\u00f3 c\u01a1 ch\u1ebf b\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh \u0111\u1ec3 l\u01b0u th\u00f4ng tin c\u01a1 b\u1ea3n. Nh\u1eefng file nh\u01b0 MEMORY.md ho\u1eb7c USER.md c\u00f3 th\u1ec3 gi\u00fap Hermes Agent ghi nh\u1edb th\u00f4ng tin quan tr\u1ecdng v\u1ec1 m\u00f4i tr\u01b0\u1eddng, ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c quy t\u1eafc l\u00e0m vi\u1ec7c.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Tuy nhi\u00ean, b\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh th\u01b0\u1eddng ph\u00f9 h\u1ee3p v\u1edbi th\u00f4ng tin c\u1ed1t l\u00f5i, ng\u1eafn g\u1ecdn v\u00e0 d\u1ec5 qu\u1ea3n l\u00fd. Khi nhu c\u1ea7u t\u0103ng l\u00ean, ch\u1eb3ng h\u1ea1n nh\u01b0 l\u01b0u nhi\u1ec1u phi\u00ean l\u00e0m vi\u1ec7c, nhi\u1ec1u t\u00e0i li\u1ec7u, nhi\u1ec1u d\u1ef1 \u00e1n ho\u1eb7c nhi\u1ec1u k\u1ef9 n\u0103ng, Hermes Agent c\u1ea7n th\u00eam m\u1ed9t l\u1edbp b\u1ed9 nh\u1edb m\u1edf r\u1ed9ng.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  \u0110\u00f3 l\u00e0 l\u00fd do Hermes Agent h\u1ed7 tr\u1ee3 external memory provider v\u00e0 OpenViking l\u00e0 m\u1ed9t trong c\u00e1c l\u1ef1a ch\u1ecdn thu\u1ed9c nh\u00f3m n\u00e0y.\n<\/p>\n\n\n\n<h3 id=\"OpenViking_mang_l\u1ea1i_l\u1ee3i_\u00edch_g\u00ec_cho_Hermes_Agent?\"><strong>OpenViking mang l\u1ea1i l\u1ee3i \u00edch g\u00ec cho Hermes Agent?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Hermes Agent v\u1eabn c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng khi kh\u00f4ng d\u00f9ng OpenViking. Tuy nhi\u00ean, n\u1ebfu mu\u1ed1n Hermes Agent l\u00e0m vi\u1ec7c nghi\u00eam t\u00fac trong c\u00e1c t\u00e1c v\u1ee5 d\u00e0i, nhi\u1ec1u t\u00e0i li\u1ec7u, nhi\u1ec1u phi\u00ean v\u00e0 c\u1ea7n ghi nh\u1edb nh\u1ea5t qu\u00e1n, OpenViking mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch r\u00f5 r\u1ec7t.\n<\/p>\n\n\n\n<h4 id=\"1._Ghi_nh\u1edb_th\u00f4ng_tin_xuy\u00ean_phi\u00ean_l\u00e0m_vi\u1ec7c\"><a id=\"post-125685-_o1bga53vbobh\"><\/a><strong>1. Ghi nh\u1edb th\u00f4ng tin xuy\u00ean phi\u00ean l\u00e0m vi\u1ec7c<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking gi\u00fap Hermes Agent l\u01b0u l\u1ea1i th\u00f4ng tin quan tr\u1ecdng sau m\u1ed7i phi\u00ean. Khi phi\u00ean m\u1edbi b\u1eaft \u0111\u1ea7u, Hermes Agent c\u00f3 th\u1ec3 truy xu\u1ea5t l\u1ea1i nh\u1eefng g\u00ec c\u1ea7n thi\u1ebft \u0111\u1ec3 ti\u1ebfp t\u1ee5c c\u00f4ng vi\u1ec7c.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u00ed d\u1ee5:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Phi\u00ean tr\u01b0\u1edbc, ng\u01b0\u1eddi d\u00f9ng y\u00eau c\u1ea7u gi\u1ecdng v\u0103n chuy\u00ean nghi\u1ec7p, d\u1ec5 hi\u1ec3u, kh\u00f4ng d\u00f9ng thu\u1eadt ng\u1eef qu\u00e1 kh\u00f3.<\/li>\n\n\n\n<li>Phi\u00ean sau, Hermes Agent c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c vi\u1ebft theo phong c\u00e1ch n\u00e0y m\u00e0 kh\u00f4ng c\u1ea7n ng\u01b0\u1eddi d\u00f9ng nh\u1eafc l\u1ea1i.<\/li>\n\n\n\n<li>N\u1ebfu \u0111\u00e3 t\u1eebng x\u1eed l\u00fd m\u1ed9t d\u1ef1 \u00e1n VPS Hermes Agent, c\u00e1c th\u00f4ng tin li\u00ean quan c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c truy xu\u1ea5t l\u1ea1i khi ng\u01b0\u1eddi d\u00f9ng quay l\u1ea1i ch\u1ee7 \u0111\u1ec1 t\u01b0\u01a1ng t\u1ef1.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  \u0110i\u1ec1u n\u00e0y gi\u00fap tr\u1ea3i nghi\u1ec7m l\u00e0m vi\u1ec7c t\u1ef1 nhi\u00ean h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian h\u01a1n.\n<\/p>\n\n\n\n<h4 id=\"2._Qu\u1ea3n_l\u00fd_b\u1ed1i_c\u1ea3nh_theo_c\u1ea5u_tr\u00fac_r\u00f5_r\u00e0ng\"><a id=\"post-125685-_wvq9y0hhow3k\"><\/a><strong>2. Qu\u1ea3n l\u00fd b\u1ed1i c\u1ea3nh theo c\u1ea5u tr\u00fac r\u00f5 r\u00e0ng<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking d\u00f9ng m\u00f4 h\u00ecnh gi\u1ed1ng h\u1ec7 th\u1ed1ng file \u0111\u1ec3 t\u1ed5 ch\u1ee9c context. C\u00e1ch l\u00e0m n\u00e0y gi\u00fap ph\u00e2n t\u00e1ch r\u00f5:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Memory c\u00e1 nh\u00e2n<\/li>\n\n\n\n<li>T\u00e0i li\u1ec7u d\u1ef1 \u00e1n<\/li>\n\n\n\n<li>Skill x\u1eed l\u00fd c\u00f4ng vi\u1ec7c<\/li>\n\n\n\n<li>L\u1ecbch s\u1eed phi\u00ean l\u00e0m vi\u1ec7c<\/li>\n\n\n\n<li>T\u00f3m t\u1eaft quan tr\u1ecdng<\/li>\n\n\n\n<li>Resource ph\u1ee5c v\u1ee5 truy xu\u1ea5t<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u1edbi Hermes Agent, c\u1ea5u tr\u00fac n\u00e0y gi\u00fap gi\u1ea3m nh\u1ea7m l\u1eabn gi\u1eefa th\u00f4ng tin ng\u1eafn h\u1ea1n v\u00e0 th\u00f4ng tin d\u00e0i h\u1ea1n. AI Agent c\u00f3 th\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u n\u00e0o n\u00ean d\u00f9ng ngay, d\u1eef li\u1ec7u n\u00e0o ch\u1ec9 n\u00ean tham kh\u1ea3o, d\u1eef li\u1ec7u n\u00e0o c\u1ea7n l\u01b0u l\u1ea1i cho t\u01b0\u01a1ng lai.\n<\/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\/06\/openviking-la-gi-4.png\" alt=\"OpenViking mang l\u1ea1i l\u1ee3i \u00edch g\u00ec cho Hermes Agent?\" class=\"wp-image-125695\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>OpenViking mang l\u1ea1i l\u1ee3i \u00edch g\u00ec cho Hermes Agent?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h4 id=\"3._Truy_xu\u1ea5t_d\u1eef_li\u1ec7u_\u0111\u00fang_l\u00fac,_thay_v\u00ec_nh\u1ed3i_to\u00e0n_b\u1ed9_v\u00e0o_prompt\"><a id=\"post-125685-_mtlhwomzy04t\"><\/a><strong>3. Truy xu\u1ea5t d\u1eef li\u1ec7u \u0111\u00fang l\u00fac, thay v\u00ec nh\u1ed3i to\u00e0n b\u1ed9 v\u00e0o prompt<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking gi\u00fap Hermes Agent l\u1ea5y context theo nhu c\u1ea7u. Khi ng\u01b0\u1eddi d\u00f9ng h\u1ecfi v\u1ec1 m\u1ed9t d\u1ef1 \u00e1n c\u1ee5 th\u1ec3, Hermes Agent ch\u1ec9 c\u1ea7n truy xu\u1ea5t ph\u1ea7n li\u00ean quan \u0111\u1ebfn d\u1ef1 \u00e1n \u0111\u00f3.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u00ed d\u1ee5, n\u1ebfu ng\u01b0\u1eddi d\u00f9ng h\u1ecfi: \u201cH\u00e3y vi\u1ebft ti\u1ebfp ph\u1ea7n \u01b0u \u0111i\u1ec3m c\u1ee7a VPS Hermes Agent\u201d, Hermes Agent kh\u00f4ng c\u1ea7n t\u1ea3i to\u00e0n b\u1ed9 l\u1ecbch s\u1eed h\u1ed9i tho\u1ea1i. Thay v\u00e0o \u0111\u00f3, OpenViking c\u00f3 th\u1ec3 gi\u00fap t\u00ecm \u0111\u00fang memory, skill ho\u1eb7c t\u00e0i li\u1ec7u li\u00ean quan \u0111\u1ebfn VPS Hermes Agent.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  K\u1ebft qu\u1ea3 l\u00e0 ph\u1ea3n h\u1ed3i g\u1ecdn h\u01a1n, \u0111\u00fang tr\u1ecdng t\u00e2m h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed v\u1eadn h\u00e0nh h\u01a1n.\n<\/p>\n\n\n\n<h4 id=\"4._Gi\u1ea3m_chi_ph\u00ed_token_khi_ch\u1ea1y_AI_Agent_l\u00e2u_d\u00e0i\"><a id=\"post-125685-_ylwuds1ge5tj\"><\/a><strong>4. Gi\u1ea3m chi ph\u00ed token khi ch\u1ea1y AI Agent l\u00e2u d\u00e0i<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking h\u1ed7 tr\u1ee3 c\u00e1ch t\u1ed5 ch\u1ee9c v\u00e0 t\u1ea3i context theo t\u1ea7ng. Th\u00f4ng tin quan tr\u1ecdng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00f3m t\u1eaft, ph\u00e2n c\u1ea5p v\u00e0 truy xu\u1ea5t theo nhu c\u1ea7u. Hermes Agent v\u00ec v\u1eady kh\u00f4ng c\u1ea7n mang to\u00e0n b\u1ed9 \u201cbalo d\u1eef li\u1ec7u\u201d v\u00e0o m\u1ed7i l\u01b0\u1ee3t x\u1eed l\u00fd.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch khi:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ea1y Hermes Agent tr\u00ean VPS<\/li>\n\n\n\n<li>D\u00f9ng API t\u00ednh ph\u00ed theo token<\/li>\n\n\n\n<li>Tri\u1ec3n khai AI Agent cho nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng<\/li>\n\n\n\n<li>X\u1eed l\u00fd d\u1ef1 \u00e1n d\u00e0i ng\u00e0y<\/li>\n\n\n\n<li>K\u1ebft n\u1ed1i Hermes Agent v\u1edbi c\u00f4ng c\u1ee5 automation ho\u1eb7c n\u1ec1n t\u1ea3ng chat<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u1ec1 b\u1ea3n ch\u1ea5t, OpenViking gi\u00fap Hermes Agent d\u00f9ng b\u1ed9 nh\u1edb th\u00f4ng minh h\u01a1n, thay v\u00ec d\u00f9ng context window nh\u01b0 m\u1ed9t kho ch\u1ee9a t\u1ea1m th\u1eddi.\n<\/p>\n\n\n\n<h4 id=\"5._H\u1ed7_tr\u1ee3_AI_Agent_t\u1ef1_c\u1ea3i_thi\u1ec7n_qua_kinh_nghi\u1ec7m\"><a id=\"post-125685-_8vrvftm2jsb\"><\/a><strong>5. H\u1ed7 tr\u1ee3 AI Agent t\u1ef1 c\u1ea3i thi\u1ec7n qua kinh nghi\u1ec7m<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Hermes Agent h\u01b0\u1edbng \u0111\u1ebfn kh\u1ea3 n\u0103ng t\u1ef1 c\u1ea3i thi\u1ec7n. Nh\u01b0ng \u0111\u1ec3 t\u1ef1 c\u1ea3i thi\u1ec7n, AI Agent c\u1ea7n ghi nh\u1eadn \u0111\u01b0\u1ee3c kinh nghi\u1ec7m tr\u01b0\u1edbc \u0111\u00f3.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking h\u1ed7 tr\u1ee3 l\u01b0u l\u1ea1i c\u00e1c phi\u00ean, t\u00f3m t\u1eaft, t\u00e0i nguy\u00ean v\u00e0 k\u1ef9 n\u0103ng. Nh\u1edd v\u1eady, Hermes Agent c\u00f3 th\u1ec3 r\u00fat ra nh\u1eefng m\u1eabu x\u1eed l\u00fd l\u1eb7p l\u1ea1i v\u00e0 d\u00f9ng l\u1ea1i trong t\u01b0\u01a1ng lai.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u00ed d\u1ee5:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ed9t l\u1ea7n x\u1eed l\u00fd l\u1ed7i c\u1ea5u h\u00ecnh server th\u00e0nh c\u00f4ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ghi l\u1ea1i th\u00e0nh kinh nghi\u1ec7m.<\/li>\n\n\n\n<li>M\u1ed9t quy tr\u00ecnh vi\u1ebft b\u00e0i SEO hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh skill.<\/li>\n\n\n\n<li>M\u1ed9t ph\u1ea3n h\u1ed3i ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng t\u1ed1t c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u01b0u l\u00e0m m\u1eabu tham kh\u1ea3o.<\/li>\n\n\n\n<li>M\u1ed9t h\u01b0\u1edbng d\u1eabn k\u1ef9 thu\u1eadt th\u01b0\u1eddng d\u00f9ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c bi\u1ebfn th\u00e0nh resource c\u00f3 c\u1ea5u tr\u00fac.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Khi d\u1eef li\u1ec7u n\u00e0y \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd t\u1ed1t, Hermes Agent kh\u00f4ng ch\u1ec9 \u201ctr\u1ea3 l\u1eddi\u201d m\u00e0 c\u00f2n d\u1ea7n tr\u1edf th\u00e0nh tr\u1ee3 l\u00fd hi\u1ec3u quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.\n<\/p>\n\n\n\n<h4 id=\"6._T\u0103ng_kh\u1ea3_n\u0103ng_ki\u1ec3m_so\u00e1t_v\u00e0_debug\"><a id=\"post-125685-_4rrx1wzehei7\"><\/a><strong>6. T\u0103ng kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t v\u00e0 debug<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng h\u1ed7 tr\u1ee3 quan s\u00e1t qu\u00e1 tr\u00ecnh truy xu\u1ea5t. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u1ed9i k\u1ef9 thu\u1eadt d\u1ec5 ki\u1ec3m tra:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI Agent l\u1ea5y d\u1eef li\u1ec7u t\u1eeb \u0111\u00e2u<\/li>\n\n\n\n<li>V\u00ec sao context n\u00e0y \u0111\u01b0\u1ee3c ch\u1ecdn<\/li>\n\n\n\n<li>D\u1eef li\u1ec7u n\u00e0o g\u00e2y nhi\u1ec5u<\/li>\n\n\n\n<li>C\u1ea5u tr\u00fac th\u01b0 m\u1ee5c n\u00e0o c\u1ea7n t\u1ed1i \u01b0u<\/li>\n\n\n\n<li>Memory n\u00e0o c\u1ea7n ch\u1ec9nh s\u1eeda ho\u1eb7c lo\u1ea1i b\u1ecf<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><br>V\u1edbi Hermes Agent, kh\u1ea3 n\u0103ng quan s\u00e1t n\u00e0y r\u1ea5t quan tr\u1ecdng khi tri\u1ec3n khai trong doanh nghi\u1ec7p ho\u1eb7c d\u1ecbch v\u1ee5 c\u00f3 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng.<\/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\/06\/openviking-la-gi-5.png\" alt=\"T\u0103ng kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t v\u00e0 debug\" class=\"wp-image-125696\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-5.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-5-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>T\u0103ng kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t v\u00e0 debug<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"OpenViking_l\u01b0u_nh\u1eefng_lo\u1ea1i_d\u1eef_li\u1ec7u_n\u00e0o_cho_Hermes_Agent?\"><a id=\"post-125685-_mm03q0ckkwpy\"><\/a><strong>OpenViking l\u01b0u nh\u1eefng lo\u1ea1i d\u1eef li\u1ec7u n\u00e0o cho Hermes Agent?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  T\u00f9y c\u00e1ch c\u1ea5u h\u00ecnh, OpenViking c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 nhi\u1ec1u nh\u00f3m d\u1eef li\u1ec7u kh\u00e1c nhau:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>User memory:<\/strong> th\u00f4ng tin ng\u01b0\u1eddi d\u00f9ng, s\u1edf th\u00edch, quy t\u1eafc c\u00e1 nh\u00e2n h\u00f3a.<\/li>\n\n\n\n<li><strong>Agent memory:<\/strong> kinh nghi\u1ec7m l\u00e0m vi\u1ec7c, k\u1ebft qu\u1ea3 x\u1eed l\u00fd, t\u00f3m t\u1eaft phi\u00ean.<\/li>\n\n\n\n<li><strong>Resource:<\/strong> t\u00e0i li\u1ec7u, file h\u01b0\u1edbng d\u1eabn, n\u1ed9i dung d\u1ef1 \u00e1n, tri th\u1ee9c n\u1ed9i b\u1ed9.<\/li>\n\n\n\n<li><strong>Skill:<\/strong> quy tr\u00ecnh c\u00f3 th\u1ec3 t\u00e1i s\u1eed d\u1ee5ng cho c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p l\u1ea1i.<\/li>\n\n\n\n<li><strong>Session archive:<\/strong> l\u1ecbch s\u1eed v\u00e0 t\u00f3m t\u1eaft c\u00e1c phi\u00ean l\u00e0m vi\u1ec7c.<\/li>\n\n\n\n<li><strong>Context reference:<\/strong> ph\u1ea7n d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c g\u1ecdi l\u1ea1i khi c\u1ea7n x\u1eed l\u00fd t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  \u0110i\u1ec3m quan tr\u1ecdng l\u00e0 OpenViking kh\u00f4ng ch\u1ec9 l\u01b0u \u201c\u0111o\u1ea1n chat\u201d. C\u00f4ng c\u1ee5 n\u00e0y h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c qu\u1ea3n l\u00fd to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i context m\u00e0 AI Agent c\u1ea7n.\n<\/p>\n\n\n\n<h3 id=\"T\u00f3m_l\u1ea1i,_Hermes_Agent_l\u00e0_nh\u00e2n_s\u1ef1,_OpenViking_l\u00e0_kho_tri_th\u1ee9c\"><a id=\"post-125685-_9iw7b8bnomh9\"><\/a><strong>T\u00f3m l\u1ea1i, Hermes Agent l\u00e0 nh\u00e2n s\u1ef1, OpenViking l\u00e0 kho tri th\u1ee9c<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  C\u00f3 th\u1ec3 h\u00ecnh dung Hermes Agent gi\u1ed1ng m\u1ed9t nh\u00e2n s\u1ef1 AI c\u00f3 kh\u1ea3 n\u0103ng l\u00e0m vi\u1ec7c. Nh\u00e2n s\u1ef1 n\u00e0y bi\u1ebft d\u00f9ng c\u00f4ng c\u1ee5, x\u1eed l\u00fd y\u00eau c\u1ea7u v\u00e0 h\u1ecdc k\u1ef9 n\u0103ng m\u1edbi.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking gi\u1ed1ng kho tri th\u1ee9c, s\u1ed5 tay quy tr\u00ecnh v\u00e0 h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef kinh nghi\u1ec7m cho nh\u00e2n s\u1ef1 \u0111\u00f3.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  N\u1ebfu kh\u00f4ng c\u00f3 kho tri th\u1ee9c, Hermes Agent v\u1eabn c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c, nh\u01b0ng ph\u1ea3i d\u1ef1a nhi\u1ec1u v\u00e0o th\u00f4ng tin ng\u01b0\u1eddi d\u00f9ng cung c\u1ea5p trong t\u1eebng phi\u00ean. Khi c\u00f3 OpenViking, Hermes Agent c\u00f3 th\u1ec3 tra l\u1ea1i d\u1eef li\u1ec7u c\u0169, d\u00f9ng l\u1ea1i k\u1ef9 n\u0103ng \u0111\u00e3 h\u1ecdc v\u00e0 hi\u1ec3u b\u1ed1i c\u1ea3nh c\u00f4ng vi\u1ec7c t\u1ed1t h\u01a1n.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Nh\u1edd v\u1eady, Hermes Agent kh\u00f4ng ch\u1ec9 ph\u1ea3n h\u1ed3i theo y\u00eau c\u1ea7u hi\u1ec7n t\u1ea1i m\u00e0 c\u00f2n t\u00edch l\u0169y kinh nghi\u1ec7m t\u1ed1t h\u01a1n theo th\u1eddi gian.\n<\/p>\n\n\n\n<h2 id=\"Khi_n\u00e0o_n\u00ean_b\u1eadt_OpenViking_cho_Hermes_Agent?\"><a id=\"post-125685-_ycdtvgq2s0r6\"><\/a><strong>Khi n\u00e0o n\u00ean b\u1eadt OpenViking cho Hermes Agent?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\n  B\u1ea1n n\u00ean c\u00e2n nh\u1eafc d\u00f9ng OpenViking v\u1edbi Hermes Agent trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p sau:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mu\u1ed1n Hermes Agent ghi nh\u1edb th\u00f4ng tin qua nhi\u1ec1u phi\u00ean<\/li>\n\n\n\n<li>C\u00f3 nhi\u1ec1u t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9 c\u1ea7n AI Agent tham chi\u1ebfu<\/li>\n\n\n\n<li>Ch\u1ea1y Hermes Agent cho d\u1ef1 \u00e1n d\u00e0i h\u1ea1n<\/li>\n\n\n\n<li>Mu\u1ed1n gi\u1ea3m chi ph\u00ed token khi d\u00f9ng API<\/li>\n\n\n\n<li>C\u1ea7n qu\u1ea3n l\u00fd skill v\u00e0 memory c\u00f3 c\u1ea5u tr\u00fac<\/li>\n\n\n\n<li>Mu\u1ed1n t\u1ef1 host h\u1ec7 th\u1ed1ng context database<\/li>\n\n\n\n<li>\u0110ang x\u00e2y d\u1ef1ng AI Agent cho doanh nghi\u1ec7p, \u0111\u1ed9i nh\u00f3m ho\u1eb7c d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng<\/li>\n\n\n\n<li>C\u1ea7n ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u t\u1ed1t h\u01a1n so v\u1edbi gi\u1ea3i ph\u00e1p cloud ho\u00e0n to\u00e0n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Ng\u01b0\u1ee3c l\u1ea1i, n\u1ebfu ch\u1ec9 d\u00f9ng Hermes Agent \u0111\u1ec3 h\u1ecfi \u0111\u00e1p ng\u1eafn, th\u1eed nghi\u1ec7m nhanh ho\u1eb7c x\u1eed l\u00fd t\u00e1c v\u1ee5 \u0111\u01a1n gi\u1ea3n, b\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ee7 trong giai \u0111o\u1ea1n \u0111\u1ea7u.\n<\/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\/06\/openviking-la-gi-6.png\" alt=\"Khi n\u00e0o n\u00ean b\u1eadt OpenViking cho Hermes Agent?\" class=\"wp-image-125697\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-6.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-6-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Khi n\u00e0o n\u00ean b\u1eadt OpenViking cho Hermes Agent?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"OpenViking_c\u00f3_thay_th\u1ebf_b\u1ed9_nh\u1edb_m\u1eb7c_\u0111\u1ecbnh_c\u1ee7a_Hermes_Agent_kh\u00f4ng?\"><a id=\"post-125685-_vqgjkwj7a4w6\"><\/a><strong>OpenViking c\u00f3 thay th\u1ebf b\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh c\u1ee7a Hermes Agent kh\u00f4ng?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  OpenViking kh\u00f4ng n\u00ean \u0111\u01b0\u1ee3c hi\u1ec3u l\u00e0 th\u00e0nh ph\u1ea7n thay th\u1ebf ho\u00e0n to\u00e0n b\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh. C\u00e1ch ti\u1ebfp c\u1eadn h\u1ee3p l\u00fd h\u01a1n l\u00e0 xem OpenViking nh\u01b0 m\u1ed9t l\u1edbp m\u1edf r\u1ed9ng.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  B\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh c\u1ee7a Hermes Agent v\u1eabn ph\u00f9 h\u1ee3p \u0111\u1ec3 l\u01b0u c\u00e1c th\u00f4ng tin c\u1ed1t l\u00f5i, ng\u1eafn g\u1ecdn v\u00e0 lu\u00f4n c\u1ea7n c\u00f3. Trong khi \u0111\u00f3, OpenViking ph\u00f9 h\u1ee3p v\u1edbi d\u1eef li\u1ec7u l\u1edbn h\u01a1n, nhi\u1ec1u t\u1ea7ng h\u01a1n v\u00e0 c\u1ea7n truy xu\u1ea5t linh ho\u1ea1t h\u01a1n.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  K\u1ebft h\u1ee3p c\u1ea3 hai s\u1ebd t\u1ea1o ra ki\u1ebfn tr\u00fac c\u00e2n b\u1eb1ng:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh gi\u1eef th\u00f4ng tin n\u1ec1n t\u1ea3ng.<\/li>\n\n\n\n<li>OpenViking qu\u1ea3n l\u00fd context m\u1edf r\u1ed9ng.<\/li>\n\n\n\n<li>Hermes Agent d\u00f9ng c\u1ea3 hai l\u1edbp \u0111\u1ec3 l\u00e0m vi\u1ec7c \u1ed5n \u0111\u1ecbnh h\u01a1n.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"C\u00f3_n\u00ean_d\u00f9ng_OpenViking_ngay_khi_c\u00e0i_Hermes_Agent?\"><a id=\"post-125685-_hrhh9bxjxaty\"><\/a><strong>C\u00f3 n\u00ean d\u00f9ng OpenViking ngay khi c\u00e0i Hermes Agent?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Kh\u00f4ng b\u1eaft bu\u1ed9c ph\u1ea3i d\u00f9ng ngay. L\u1ed9 tr\u00ecnh h\u1ee3p l\u00fd c\u00f3 th\u1ec3 l\u00e0:\n<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>C\u00e0i v\u00e0 s\u1eed d\u1ee5ng Hermes Agent v\u1edbi b\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh.<\/li>\n\n\n\n<li>X\u00e1c \u0111\u1ecbnh nhu c\u1ea7u th\u1ef1c t\u1ebf: c\u00f3 c\u1ea7n ghi nh\u1edb nhi\u1ec1u phi\u00ean, nhi\u1ec1u t\u00e0i li\u1ec7u ho\u1eb7c nhi\u1ec1u skill kh\u00f4ng?<\/li>\n\n\n\n<li>N\u1ebfu t\u00e1c v\u1ee5 b\u1eaft \u0111\u1ea7u ph\u1ee9c t\u1ea1p, b\u1eadt external memory provider.<\/li>\n\n\n\n<li>Ch\u1ecdn OpenViking khi c\u1ea7n qu\u1ea3n l\u00fd context c\u00f3 c\u1ea5u tr\u00fac, t\u1ef1 host v\u00e0 t\u1ed1i \u01b0u cho AI Agent.<\/li>\n\n\n\n<li>Theo d\u00f5i ch\u1ea5t l\u01b0\u1ee3ng truy xu\u1ea5t \u0111\u1ec3 tinh ch\u1ec9nh d\u1ea7n.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\n  C\u00e1ch n\u00e0y gi\u00fap tr\u00e1nh tri\u1ec3n khai qu\u00e1 ph\u1ee9c t\u1ea1p khi nhu c\u1ea7u c\u00f2n \u0111\u01a1n gi\u1ea3n.\n<\/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\/06\/openviking-la-gi-7.png\" alt=\"C\u00f3 n\u00ean d\u00f9ng OpenViking ngay khi c\u00e0i Hermes Agent?\" class=\"wp-image-125699\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-7.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/openviking-la-gi-7-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u00f3 n\u00ean d\u00f9ng OpenViking ngay khi c\u00e0i Hermes Agent?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"L\u01b0u_\u00fd_khi_tri\u1ec3n_khai_OpenViking_v\u1edbi_Hermes_Agent\"><a id=\"post-125685-_sptyn3xm41k6\"><\/a><strong>L\u01b0u \u00fd khi tri\u1ec3n khai OpenViking v\u1edbi Hermes Agent<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Tr\u01b0\u1edbc khi d\u00f9ng OpenViking cho Hermes Agent, b\u1ea1n n\u00ean chu\u1ea9n b\u1ecb m\u1ed9t s\u1ed1 \u0111i\u1ec3m sau:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u00e1y ch\u1ee7 c\u00f3 m\u00f4i tr\u01b0\u1eddng Python ph\u00f9 h\u1ee3p<\/li>\n\n\n\n<li>C\u1ea5u h\u00ecnh dependency c\u1ea7n thi\u1ebft<\/li>\n\n\n\n<li>Model embedding ho\u1eb7c VLM theo nhu c\u1ea7u<\/li>\n\n\n\n<li>Quy ho\u1ea1ch th\u01b0 m\u1ee5c context r\u00f5 r\u00e0ng<\/li>\n\n\n\n<li>Ch\u00ednh s\u00e1ch l\u01b0u tr\u1eef d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng<\/li>\n\n\n\n<li>Quy t\u1eafc b\u1ea3o m\u1eadt n\u1ebfu d\u00f9ng cho doanh nghi\u1ec7p<\/li>\n\n\n\n<li>C\u01a1 ch\u1ebf backup memory v\u00e0 resource<\/li>\n\n\n\n<li>Quy tr\u00ecnh ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng retrieval<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Khi tri\u1ec3n khai tr\u00ean VPS, n\u00ean \u0111\u1ea3m b\u1ea3o t\u00e0i nguy\u00ean CPU, RAM v\u00e0 \u1ed5 \u0111\u0129a \u0111\u1ee7 \u1ed5n \u0111\u1ecbnh. AI Agent ch\u1ea1y l\u00e2u d\u00e0i c\u1ea7n h\u1ea1 t\u1ea7ng b\u1ec1n v\u1eefng h\u01a1n so v\u1edbi m\u1ed9t chatbot th\u1eed nghi\u1ec7m.\n<\/p>\n\n\n\n<h2 id=\"H\u01b0\u1edbng_d\u1eabn_b\u1eadt_OpenViking_cho_Hermes_Agent_tr\u00ean_VPS_Hermes_Tino\"><a id=\"post-125685-_z8935vyjdeov\"><\/a><strong>H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Tr\u00ean VPS Hermes c\u1ee7a Tino, b\u1ea1n c\u00f3 th\u1ec3 b\u1eadt OpenViking tr\u1ef1c ti\u1ebfp trong giao di\u1ec7n qu\u1ea3n l\u00fd m\u00e0 kh\u00f4ng c\u1ea7n thao t\u00e1c d\u00f2ng l\u1ec7nh.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a id=\"post-125685-_etw2gwxgl52l\"><\/a><span style=\"text-decoration: underline;\"><strong>L\u01b0u \u00fd tr\u01b0\u1edbc khi b\u1eadt OpenViking<\/strong>:<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>OpenViking ch\u1ec9 n\u00ean c\u00e0i tr\u00ean g\u00f3i <strong>Hermes Agent Basic tr\u1edf l\u00ean<\/strong>, v\u1edbi <strong>RAM t\u1eeb 4GB<\/strong>. N\u1ebfu VPS c\u00f3 RAM th\u1ea5p, Hermes Agent c\u00f3 th\u1ec3 ch\u1ea1y ch\u1eadm ho\u1eb7c b\u1ecb d\u1eebng do thi\u1ebfu b\u1ed9 nh\u1edb. N\u00e2ng c\u1ea5p ngay g\u00f3i VPS Hermes t\u1ea1i: <a href=\"https:\/\/tino.vn\/vps-hermes\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/tino.vn\/vps-hermes?php=1596\" rel=\"noreferrer noopener\">tino.vn\/vps-hermes<\/a><\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>B\u01b0\u1edbc 1: <\/strong>\u0110\u0103ng nh\u1eadp v\u00e0o trang qu\u1ea3n l\u00fd d\u1ecbch v\u1ee5 VPS Hermes c\u1ee7a Tino v\u00e0 m\u1edf tab <strong>Hermes Agent<\/strong>.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  T\u1ea1i menu b\u00ean tr\u00e1i, ch\u1ecdn m\u1ee5c <strong>Memory n\u00e2ng cao<\/strong>.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>B\u01b0\u1edbc 2: <\/strong>Trong khu v\u1ef1c <strong>Memory n\u00e2ng cao (OpenViking)<\/strong>, nh\u1ea5n n\u00fat <strong>C\u00e0i OpenViking<\/strong>.\n<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"1512\" height=\"789\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-1.png\" alt=\"H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino\" class=\"wp-image-125686\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-1.png 1512w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-1-300x157.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-1-1024x534.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-1-768x401.png 768w\" sizes=\"(max-width: 1512px) 100vw, 1512px\" \/><figcaption class=\"wp-element-caption\"><strong>H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  H\u1ec7 th\u1ed1ng s\u1ebd b\u1eaft \u0111\u1ea7u c\u00e0i \u0111\u1eb7t \u1edf ch\u1ebf \u0111\u1ed9 n\u1ec1n. \n<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"1189\" height=\"883\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-2.png\" alt=\"H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino\" class=\"wp-image-125687\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-2.png 1189w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-2-300x223.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-2-1024x760.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-2-768x570.png 768w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" \/><figcaption class=\"wp-element-caption\"><strong>H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  B\u1ea1n ch\u1ec9 c\u1ea7n ch\u1edd h\u1ec7 th\u1ed1ng ho\u00e0n t\u1ea5t, kh\u00f4ng c\u1ea7n thao t\u00e1c th\u00eam.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>B\u01b0\u1edbc 3: <\/strong>Sau khi c\u00e0i xong, k\u00e9o xu\u1ed1ng ph\u1ea7n <strong>C\u1ea5u h\u00ecnh embedding &amp; VLM<\/strong> v\u00e0 \u0111i\u1ec1n c\u00e1c th\u00f4ng tin c\u1ea7n thi\u1ebft:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>API Key:<\/strong> nh\u1eadp key OpenAI ho\u1eb7c key t\u1eeb nh\u00e0 cung c\u1ea5p t\u01b0\u01a1ng th\u00edch OpenAI.<br>  <\/li>\n\n\n\n<li><strong>API Base:<\/strong> gi\u1eef m\u1eb7c \u0111\u1ecbnh https:\/\/api.openai.com\/v1 n\u1ebfu d\u00f9ng OpenAI.<br>  <\/li>\n\n\n\n<li><strong>Embedding model:<\/strong> c\u00f3 th\u1ec3 gi\u1eef m\u1eb7c \u0111\u1ecbnh text-embedding-3-small.<br>  <\/li>\n\n\n\n<li><strong>VLM model:<\/strong> nh\u1eadp model t\u01b0\u01a1ng \u1ee9ng v\u1edbi provider.<br>  <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"1114\" height=\"653\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-3.png\" alt=\"H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino\" class=\"wp-image-125688\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-3.png 1114w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-3-300x176.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-3-1024x600.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-3-768x450.png 768w\" sizes=\"(max-width: 1114px) 100vw, 1114px\" \/><figcaption class=\"wp-element-caption\"><strong>H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Sau khi nh\u1eadp xong, nh\u1ea5n <strong>Ki\u1ec3m tra key<\/strong> \u0111\u1ec3 ki\u1ec3m tra c\u1ea5u h\u00ecnh.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>B\u01b0\u1edbc 4: <\/strong>N\u1ebfu key h\u1ee3p l\u1ec7, nh\u1ea5n <strong>L\u01b0u c\u1ea5u h\u00ecnh<\/strong> \u0111\u1ec3 l\u01b0u l\u1ea1i c\u00e1c thi\u1ebft l\u1eadp v\u1eeba nh\u1eadp.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  N\u1ebfu h\u1ec7 th\u1ed1ng b\u00e1o l\u1ed7i, h\u00e3y ki\u1ec3m tra l\u1ea1i API Key, API Base ho\u1eb7c t\u00ean model.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>B\u01b0\u1edbc 5: <\/strong>Sau khi l\u01b0u c\u1ea5u h\u00ecnh th\u00e0nh c\u00f4ng, k\u00e9o xu\u1ed1ng ph\u1ea7n <strong>\u0110i\u1ec1u khi\u1ec3n<\/strong> v\u00e0 nh\u1ea5n <strong>B\u1eadt OpenViking<\/strong>.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Sau khi b\u1eadt OpenViking, ki\u1ec3m tra c\u00e1c tr\u1ea1ng th\u00e1i tr\u00ean giao di\u1ec7n:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u00e3 c\u00e0i<\/strong><\/li>\n\n\n\n<li><strong>\u0110\u00e3 c\u1ea5u h\u00ecnh<\/strong><\/li>\n\n\n\n<li><strong>\u0110ang ch\u1ea1y<\/strong><\/li>\n\n\n\n<li><strong>Healthy<\/strong><\/li>\n\n\n\n<li><strong>\u0110\u00e3 wire v\u00e0o Hermes<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Khi c\u00e1c tr\u1ea1ng th\u00e1i n\u00e0y hi\u1ec3n th\u1ecb b\u00ecnh th\u01b0\u1eddng, OpenViking \u0111\u00e3 \u0111\u01b0\u1ee3c b\u1eadt v\u00e0 k\u1ebft n\u1ed1i v\u1edbi Hermes Agent.\n<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"1192\" height=\"746\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-4.png\" alt=\"H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino\" class=\"wp-image-125689\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-4.png 1192w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-4-300x188.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-4-1024x641.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125685-4-768x481.png 768w\" sizes=\"(max-width: 1192px) 100vw, 1192px\" \/><figcaption class=\"wp-element-caption\"><strong>H\u01b0\u1edbng d\u1eabn b\u1eadt OpenViking cho Hermes Agent tr\u00ean VPS Hermes Tino<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ngo\u00e0i ra:<\/strong>\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0110\u1ec3 v\u00f4 hi\u1ec7u h\u00f3a OpenViking, b\u1ea1n nh\u1ea5n n\u00fat <strong>T\u1eaft OpenViking<\/strong>.<\/li>\n\n\n\n<li>Nh\u1ea5n n\u00fat <strong>G\u1ee1 c\u00e0i \u0111\u1eb7t<\/strong> \u0111\u1ec3 g\u1ee1 ho\u00e0n to\u00e0n b\u1ed9 nh\u1edb n\u00e2ng cao kh\u1ecfi Hermes Agent c\u1ee7a b\u1ea1n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>C\u00e1c b\u00e0i vi\u1ebft li\u00ean quan:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/tino.vn\/blog\/vps-hermes-agent-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">VPS Hermes Agent l\u00e0 g\u00ec?&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/ket-noi-tai-khoan-zalo-ca-nhan-voi-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">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 c\u1ee7a Tino<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/cau-hinh-toi-thieu-de-chay-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u1ea5u h\u00ecnh t\u1ed1i thi\u1ec3u \u0111\u1ec3 ch\u1ea1y Hermes Agent<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/mua-vps-hermes-agent-o-dau-uy-tin\/\" target=\"_blank\" rel=\"noreferrer noopener\">Mua VPS Hermes Agent \u1edf \u0111\u00e2u uy t\u00edn?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/co-nen-mua-vps-cai-san-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00f3 n\u00ean mua VPS c\u00e0i s\u1eb5n Hermes Agent?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/huong-dan-su-dung-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng Her<\/a><a href=\"https:\/\/tino.vn\/blog\/huong-dan-su-dung-hermes-agent\/\">mes Agent c\u01a1 b\u1ea3n&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/nen-chon-llm-nao-cho-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">N\u00ean ch\u1ecdn LLM n\u00e0o cho Hermes Agent?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/dang-ky-va-su-dung-vps-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">H\u01b0\u1edbng d\u1eabn \u0111\u0103ng k\u00fd v\u00e0 s\u1eed d\u1ee5ng VPS Hermes Agent&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/hermes-agent-1-thang-ton-bao-nhieu-chi-phi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hermes Agent 1 th\u00e1ng t\u1ed1n bao nhi\u00eau chi ph\u00ed?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/cai-dat-hermes-agent-tren-may-tinh-ca-nhan-hay-vps\/\">N\u00ean c\u00e0i \u0111\u1eb7t Hermes Agent tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n hay VPS?<\/a><\/li>\n<\/ul>\n\n\n\n<h3 id=\"K\u1ebft_lu\u1eadn\"><a id=\"post-125685-_ve41kf4hpwxl\"><\/a><strong>K\u1ebft lu\u1eadn<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\n  T\u00f3m l\u1ea1i, OpenViking gi\u1ea3i quy\u1ebft m\u1ed9t trong nh\u1eefng b\u00e0i to\u00e1n kh\u00f3 nh\u1ea5t c\u1ee7a AI Agent \u0111\u00f3 l\u00e0 l\u00e0m sao \u0111\u1ec3 agent nh\u1edb \u0111\u00fang th\u1ee9, \u0111\u00fang l\u00fac, \u0111\u00fang m\u1ee9c \u0111\u1ed9 chi ti\u1ebft m\u00e0 kh\u00f4ng t\u1ed1n qu\u00e1 nhi\u1ec1u chi ph\u00ed v\u00e0 kh\u00f4ng tr\u1edf th\u00e0nh h\u1ed9p \u0111en kh\u00f4ng th\u1ec3 ki\u1ec3m so\u00e1t.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  V\u1edbi Hermes Agent, OpenViking gi\u00fap m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng memory, gi\u1ea3m ph\u1ee5 thu\u1ed9c v\u00e0o prompt d\u00e0i, h\u1ed7 tr\u1ee3 t\u00e1c v\u1ee5 nhi\u1ec1u phi\u00ean v\u00e0 t\u1ea1o n\u1ec1n t\u1ea3ng t\u1ed1t h\u01a1n cho qu\u00e1 tr\u00ecnh t\u1ef1 c\u1ea3i thi\u1ec7n. N\u1ebfu b\u1ea1n ch\u1ec9 d\u00f9ng Hermes Agent \u0111\u1ec3 th\u1eed nghi\u1ec7m nhanh, b\u1ed9 nh\u1edb m\u1eb7c \u0111\u1ecbnh c\u00f3 th\u1ec3 \u0111\u1ee7 d\u00f9ng. Nh\u01b0ng n\u1ebfu mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t AI Agent l\u00e0m vi\u1ec7c l\u00e2u d\u00e0i, hi\u1ec3u d\u1ef1 \u00e1n v\u00e0 t\u00edch l\u0169y kinh nghi\u1ec7m theo th\u1eddi gian, OpenViking l\u00e0 l\u1ef1a ch\u1ecdn r\u1ea5t \u0111\u00e1ng c\u00e2n nh\u1eafc.\n<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\"><a id=\"post-125685-_a3cxkhmyqvjs\"><\/a><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=\"OpenViking_c\u00f3_mi\u1ec5n_ph\u00ed_kh\u00f4ng?\">OpenViking c\u00f3 mi\u1ec5n ph\u00ed 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. OpenViking l\u00e0 m\u00e3 ngu\u1ed3n m\u1edf, ph\u00e1t h\u00e0nh theo gi\u1ea5y ph\u00e9p AGPL-3.0. B\u1ea1n c\u00f3 th\u1ec3 t\u1ef1 tri\u1ec3n khai tr\u00ean m\u00e1y ch\u1ee7 c\u1ee7a m\u00ecnh ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed. Chi ph\u00ed duy nh\u1ea5t l\u00e0 t\u00e0i nguy\u00ean m\u00e1y ch\u1ee7 v\u00e0 (n\u1ebfu c\u00f3) ph\u00ed c\u1ee7a model embedding b\u1ea1n ch\u1ecdn d\u00f9ng.<\/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=\"OpenViking_kh\u00e1c_g\u00ec_so_v\u1edbi_c\u00e1c_vector_database_th\u00f4ng_th\u01b0\u1eddng_nh\u01b0_Pinecone_hay_Chroma?\">OpenViking kh\u00e1c g\u00ec so v\u1edbi c\u00e1c vector database th\u00f4ng th\u01b0\u1eddng nh\u01b0 Pinecone hay Chroma?<\/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\">Vector database th\u00f4ng th\u01b0\u1eddng l\u01b0u th\u00f4ng tin d\u01b0\u1edbi d\u1ea1ng &#8220;ph\u1eb3ng&#8221;, ngh\u0129a l\u00e0 t\u1ea5t c\u1ea3 \u0111\u1ec1u ngang h\u00e0ng nhau, kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac. OpenViking t\u1ed5 ch\u1ee9c th\u00f4ng tin theo th\u1ee9 b\u1eadc (th\u01b0 m\u1ee5c v\u00e0 t\u1ec7p), h\u1ed7 tr\u1ee3 t\u1ea3i ng\u1eef c\u1ea3nh 3 t\u1ea7ng (L0\/L1\/L2) v\u00e0 ghi l\u1ea1i l\u1ed9 tr\u00ecnh truy xu\u1ea5t \u0111\u1ec3 c\u00f3 th\u1ec3 ki\u1ec3m tra. \u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 vector database thay th\u1ebf m\u00e0 l\u00e0 m\u1ed9t l\u1edbp qu\u1ea3n l\u00fd ng\u1eef c\u1ea3nh ho\u00e0n ch\u1ec9nh h\u01a1n.<\/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=\"Hermes_Agent_c\u00f3_b\u1eaft_bu\u1ed9c_ph\u1ea3i_d\u00f9ng_OpenViking_kh\u00f4ng?\">Hermes Agent c\u00f3 b\u1eaft bu\u1ed9c ph\u1ea3i d\u00f9ng OpenViking 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. Hermes Agent h\u1ed7 tr\u1ee3 nhi\u1ec1u provider b\u1ed9 nh\u1edb ngo\u00e0i kh\u00e1c nhau, trong \u0111\u00f3 OpenViking l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn. Tuy nhi\u00ean, OpenViking \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 ph\u00f9 h\u1ee3p nh\u1ea5t cho c\u00e1c t\u00e1c v\u1ee5 \u0111\u00f2i h\u1ecfi b\u1ed9 nh\u1edb c\u00f3 c\u1ea5u tr\u00fac v\u00e0 truy xu\u1ea5t ch\u00ednh x\u00e1c theo ng\u1eef c\u1ea3nh ph\u1ee9c t\u1ea1p.<\/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=\"OpenViking_c\u00f3_gi\u00fap_gi\u1ea3m_chi_ph\u00ed_khi_d\u00f9ng_Hermes_Agent_kh\u00f4ng?\">OpenViking c\u00f3 gi\u00fap gi\u1ea3m chi ph\u00ed khi d\u00f9ng Hermes Agent 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 th\u1ec3. Khi context \u0111\u01b0\u1ee3c truy xu\u1ea5t \u0111\u00fang l\u00fac v\u00e0 \u0111\u00fang ph\u1ea7n c\u1ea7n thi\u1ebft, Hermes Agent kh\u00f4ng c\u1ea7n \u0111\u01b0a qu\u00e1 nhi\u1ec1u d\u1eef li\u1ec7u v\u00e0o prompt. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m l\u01b0\u1ee3ng token \u0111\u1ea7u v\u00e0o trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p.<\/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=\"M\u1ea5t_bao_l\u00e2u_\u0111\u1ec3_Hermes_Agent_&quot;h\u1ecdc_\u0111\u01b0\u1ee3c&quot;_t\u1eeb_OpenViking?\">M\u1ea5t bao l\u00e2u \u0111\u1ec3 Hermes Agent &quot;h\u1ecdc \u0111\u01b0\u1ee3c&quot; t\u1eeb OpenViking?<\/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\">Vi\u1ec7c h\u1ecdc di\u1ec5n ra t\u1ef1 \u0111\u1ed9ng sau m\u1ed7i phi\u00ean l\u00e0m vi\u1ec7c. OpenViking t\u1ef1 tr\u00edch xu\u1ea5t th\u00f4ng tin quan tr\u1ecdng t\u1eeb h\u1ed9i tho\u1ea1i v\u00e0 c\u1eadp nh\u1eadt v\u00e0o b\u1ed9 nh\u1edb m\u00e0 kh\u00f4ng c\u1ea7n ng\u01b0\u1eddi d\u00f9ng l\u00e0m g\u00ec th\u00eam. Sau v\u00e0i tu\u1ea7n s\u1eed d\u1ee5ng \u0111\u1ec1u \u0111\u1eb7n, s\u1ef1 kh\u00e1c bi\u1ec7t trong ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i c\u1ee7a agent s\u1ebd r\u00f5 r\u1ec7t.<\/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\": \"OpenViking c\u00f3 mi\u1ec5n ph\u00ed 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. OpenViking l\u00e0 m\u00e3 ngu\u1ed3n m\u1edf, ph\u00e1t h\u00e0nh theo gi\u1ea5y ph\u00e9p AGPL-3.0. B\u1ea1n c\u00f3 th\u1ec3 t\u1ef1 tri\u1ec3n khai tr\u00ean m\u00e1y ch\u1ee7 c\u1ee7a m\u00ecnh ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed. Chi ph\u00ed duy nh\u1ea5t l\u00e0 t\u00e0i nguy\u00ean m\u00e1y ch\u1ee7 v\u00e0 (n\u1ebfu c\u00f3) ph\u00ed c\u1ee7a model embedding b\u1ea1n ch\u1ecdn d\u00f9ng.<\/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\": \"OpenViking kh\u00e1c g\u00ec so v\u1edbi c\u00e1c vector database th\u00f4ng th\u01b0\u1eddng nh\u01b0 Pinecone hay Chroma?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Vector database th\u00f4ng th\u01b0\u1eddng l\u01b0u th\u00f4ng tin d\u01b0\u1edbi d\u1ea1ng \\\"ph\u1eb3ng\\\", ngh\u0129a l\u00e0 t\u1ea5t c\u1ea3 \u0111\u1ec1u ngang h\u00e0ng nhau, kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac. OpenViking t\u1ed5 ch\u1ee9c th\u00f4ng tin theo th\u1ee9 b\u1eadc (th\u01b0 m\u1ee5c v\u00e0 t\u1ec7p), h\u1ed7 tr\u1ee3 t\u1ea3i ng\u1eef c\u1ea3nh 3 t\u1ea7ng (L0\/L1\/L2) v\u00e0 ghi l\u1ea1i l\u1ed9 tr\u00ecnh truy xu\u1ea5t \u0111\u1ec3 c\u00f3 th\u1ec3 ki\u1ec3m tra. \u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 vector database thay th\u1ebf m\u00e0 l\u00e0 m\u1ed9t l\u1edbp qu\u1ea3n l\u00fd ng\u1eef c\u1ea3nh ho\u00e0n ch\u1ec9nh h\u01a1n.<\/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\": \"Hermes Agent c\u00f3 b\u1eaft bu\u1ed9c ph\u1ea3i d\u00f9ng OpenViking 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. Hermes Agent h\u1ed7 tr\u1ee3 nhi\u1ec1u provider b\u1ed9 nh\u1edb ngo\u00e0i kh\u00e1c nhau, trong \u0111\u00f3 OpenViking l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn. Tuy nhi\u00ean, OpenViking \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 ph\u00f9 h\u1ee3p nh\u1ea5t cho c\u00e1c t\u00e1c v\u1ee5 \u0111\u00f2i h\u1ecfi b\u1ed9 nh\u1edb c\u00f3 c\u1ea5u tr\u00fac v\u00e0 truy xu\u1ea5t ch\u00ednh x\u00e1c theo ng\u1eef c\u1ea3nh ph\u1ee9c t\u1ea1p.<\/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\": \"OpenViking c\u00f3 gi\u00fap gi\u1ea3m chi ph\u00ed khi d\u00f9ng Hermes Agent 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 th\u1ec3. Khi context \u0111\u01b0\u1ee3c truy xu\u1ea5t \u0111\u00fang l\u00fac v\u00e0 \u0111\u00fang ph\u1ea7n c\u1ea7n thi\u1ebft, Hermes Agent kh\u00f4ng c\u1ea7n \u0111\u01b0a qu\u00e1 nhi\u1ec1u d\u1eef li\u1ec7u v\u00e0o prompt. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m l\u01b0\u1ee3ng token \u0111\u1ea7u v\u00e0o trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p.<\/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\": \"M\u1ea5t bao l\u00e2u \u0111\u1ec3 Hermes Agent \\\"h\u1ecdc \u0111\u01b0\u1ee3c\\\" t\u1eeb OpenViking?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Vi\u1ec7c h\u1ecdc di\u1ec5n ra t\u1ef1 \u0111\u1ed9ng sau m\u1ed7i phi\u00ean l\u00e0m vi\u1ec7c. OpenViking t\u1ef1 tr\u00edch xu\u1ea5t th\u00f4ng tin quan tr\u1ecdng t\u1eeb h\u1ed9i tho\u1ea1i v\u00e0 c\u1eadp nh\u1eadt v\u00e0o b\u1ed9 nh\u1edb m\u00e0 kh\u00f4ng c\u1ea7n ng\u01b0\u1eddi d\u00f9ng l\u00e0m g\u00ec th\u00eam. Sau v\u00e0i tu\u1ea7n s\u1eed d\u1ee5ng \u0111\u1ec1u \u0111\u1eb7n, s\u1ef1 kh\u00e1c bi\u1ec7t trong ch\u1ea5t l\u01b0\u1ee3ng ph\u1ea3n h\u1ed3i c\u1ee7a agent s\u1ebd r\u00f5 r\u1ec7t.<\/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","protected":false},"excerpt":{"rendered":"<p>AI Agent kh\u00f4ng ch\u1ec9 c\u1ea7n m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1ea1nh. \u0110\u1ec3 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 trong th\u1ef1c t\u1ebf, c\u00e1c agent c\u1ea7n ghi nh\u1edb ng\u01b0\u1eddi d\u00f9ng, hi\u1ec3u b\u1ed1i c\u1ea3nh c\u00f4ng vi\u1ec7c, truy xu\u1ea5t t\u00e0i li\u1ec7u \u0111\u00fang l\u00fac v\u00e0 h\u1ecdc l\u1ea1i kinh nghi\u1ec7m t\u1eeb c\u00e1c phi\u00ean l\u00e0m vi\u1ec7c tr\u01b0\u1edbc. \u0110\u00e2y ch\u00ednh l\u00e0 l\u00fd do OpenViking tr\u1edf th\u00e0nh [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":125700,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7396],"tags":[7640],"class_list":["post-125685","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-automation","tag-openviking"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125685","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=125685"}],"version-history":[{"count":4,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125685\/revisions"}],"predecessor-version":[{"id":127828,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125685\/revisions\/127828"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/125700"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=125685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=125685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=125685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}