{"id":254490,"date":"2025-04-09T06:31:34","date_gmt":"2025-04-09T13:31:34","guid":{"rendered":"https:\/\/messengerbot.app\/mastering-chatbot-system-design-a-comprehensive-guide-to-creating-effective-chatbot-user-interfaces-and-conversations\/"},"modified":"2025-04-09T06:31:34","modified_gmt":"2025-04-09T13:31:34","slug":"nam-vung-thiet-ke-he-thong-chatbot-huong-dan-toan-dien-de-tao-ra-giao-dien-nguoi-dung-va-cuoc-tro-chuyen-chatbot-hieu-qua","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/vi\/mastering-chatbot-system-design-a-comprehensive-guide-to-creating-effective-chatbot-user-interfaces-and-conversations\/","title":{"rendered":"L\u00e0m ch\u1ee7 thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot: H\u01b0\u1edbng d\u1eabn to\u00e0n di\u1ec7n \u0111\u1ec3 t\u1ea1o ra giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng v\u00e0 cu\u1ed9c tr\u00f2 chuy\u1ec7n chatbot hi\u1ec7u qu\u1ea3"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/vi\/mastering-chatbot-system-design-a-comprehensive-guide-to-creating-effective-chatbot-user-interfaces-and-conversations\/\" data-essbisposttitle=\"Mastering Chatbot System Design: A Comprehensive Guide to Creating Effective Chatbot User Interfaces and Conversations\" data-essbishovercontainer=\"\"><div class=\"key-takeaways-box\">\n<h2>Nh\u1eefng \u0111i\u1ec3m ch\u00ednh<\/h2>\n<ul>\n<li>Hi\u1ec3u bi\u1ebft <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong> l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u1ea1o ra giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng hi\u1ec7u qu\u1ea3 v\u00e0 n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a kh\u00e1ch h\u00e0ng.<\/li>\n<li>Th\u1ef1c hi\u1ec7n c\u00e1c nguy\u00ean t\u1eafc <strong>thi\u1ebft k\u1ebf chatbot<\/strong> \u0111\u1ea3m b\u1ea3o tr\u1ea3i nghi\u1ec7m th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u v\u00e0 mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li>Vi\u1ec7c s\u1eed d\u1ee5ng <strong>c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf cu\u1ed9c tr\u00f2 chuy\u1ec7n<\/strong> \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh t\u1ea1o ra c\u00e1c lu\u1ed3ng cu\u1ed9c tr\u00f2 chuy\u1ec7n chatbot h\u1ea5p d\u1eabn.<\/li>\n<li>Ch\u1ecdn \u0111\u00fang <strong>c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong> l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c chatbot ch\u1ee9c n\u0103ng v\u00e0 h\u1ea5p d\u1eabn.<\/li>\n<li>Vi\u1ec7c t\u1ea1o m\u1eabu m\u1ed9t chatbot cho ph\u00e9p th\u1eed nghi\u1ec7m v\u00e0 tinh ch\u1ec9nh, \u0111\u1ea3m b\u1ea3o tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng m\u01b0\u1ee3t m\u00e0 tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/li>\n<li>T\u00edch h\u1ee3p <strong>M\u00f4 h\u00ecnh Ng\u00f4n ng\u1eef L\u1edbn (LLMs)<\/strong> c\u00f3 th\u1ec3 n\u00e2ng cao \u0111\u00e1ng k\u1ec3 kh\u1ea3 n\u0103ng c\u1ee7a chatbot, cung c\u1ea5p s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u00e0 c\u00e1 nh\u00e2n h\u00f3a t\u1ed1t h\u01a1n.<\/li>\n<li>Chu\u1ea9n b\u1ecb cho m\u1ed9t <strong>cu\u1ed9c ph\u1ecfng v\u1ea5n thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong> bao g\u1ed3m vi\u1ec7c n\u1eafm v\u1eefng c\u00e1c kh\u00e1i ni\u1ec7m k\u1ef9 thu\u1eadt v\u00e0 th\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng thi\u1ebft k\u1ebf c\u1ee7a b\u1ea1n m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<\/ul>\n<\/div>\n<p>Ch\u00e0o m\u1eebng b\u1ea1n \u0111\u1ebfn v\u1edbi h\u01b0\u1edbng d\u1eabn to\u00e0n di\u1ec7n c\u1ee7a ch\u00fang t\u00f4i v\u1ec1 <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong>, n\u01a1i ch\u00fang ta \u0111i s\u00e2u v\u00e0o nh\u1eefng ph\u1ee9c t\u1ea1p c\u1ee7a vi\u1ec7c t\u1ea1o ra giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng v\u00e0 cu\u1ed9c tr\u00f2 chuy\u1ec7n hi\u1ec7u qu\u1ea3 cho chatbot. Trong b\u1ed1i c\u1ea3nh k\u1ef9 thu\u1eadt s\u1ed1 ng\u00e0y nay, vi\u1ec7c hi\u1ec3u <a href=\"#what-is-a-chatbot\">chatbot l\u00e0 g\u00ec<\/a> v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a n\u00f3 t\u1eeb c\u00e1c k\u1ecbch b\u1ea3n \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn c\u00e1c giao di\u1ec7n ph\u1ee9c t\u1ea1p d\u1ef1a tr\u00ean AI l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi b\u1ea5t k\u1ef3 nh\u00e0 ph\u00e1t tri\u1ec3n ho\u1eb7c doanh nghi\u1ec7p n\u00e0o mu\u1ed1n n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd kh\u00e1m ph\u00e1 c\u00e1c <a href=\"#chatbot-system-design-principles\">nguy\u00ean t\u1eafc thi\u1ebft k\u1ebf<\/a> c\u1ea7n thi\u1ebft t\u1ea1o th\u00e0nh n\u1ec1n t\u1ea3ng c\u1ee7a m\u1ed9t ki\u1ebfn tr\u00fac chatbot th\u00e0nh c\u00f4ng, bao g\u1ed3m c\u00e1c th\u1ef1c ti\u1ec5n t\u1ed1t nh\u1ea5t cho <a href=\"#designing-a-chatbot-user-interface\">thi\u1ebft k\u1ebf giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng cho chatbot<\/a> thu h\u00fat ng\u01b0\u1eddi d\u00f9ng. Ch\u00fang t\u00f4i c\u0169ng s\u1ebd h\u01b0\u1edbng d\u1eabn b\u1ea1n qua quy tr\u00ecnh <a href=\"#design-a-chatbot-conversation-flow\">thi\u1ebft k\u1ebf lu\u1ed3ng h\u1ed9i tho\u1ea1i cho chatbot<\/a>, s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf h\u1ed9i tho\u1ea1i ti\u00ean ti\u1ebfn, v\u00e0 so s\u00e1nh nh\u1eefng c\u00e1i t\u1ed1t nh\u1ea5t <a href=\"#chatbot-design-tools\">c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot<\/a> c\u00f3 s\u1eb5n ng\u00e0y nay. Th\u00eam v\u00e0o \u0111\u00f3, ch\u00fang t\u00f4i s\u1ebd th\u1ea3o lu\u1eadn v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a <a href=\"#llm-chatbot-system-design\">LLM trong thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/a> v\u00e0 cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1ch \u0111\u1ec3 t\u1ea1o m\u1eabu chatbot c\u1ee7a b\u1ea1n m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. D\u00f9 b\u1ea1n \u0111ang chu\u1ea9n b\u1ecb cho m\u1ed9t <a href=\"#chatbot-system-design-interview\">cu\u1ed9c ph\u1ecfng v\u1ea5n thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/a> ho\u1eb7c ch\u1ec9 \u0111\u01a1n gi\u1ea3n l\u00e0 mu\u1ed1n n\u00e2ng cao k\u1ef9 n\u0103ng c\u1ee7a m\u00ecnh, h\u01b0\u1edbng d\u1eabn n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 trang b\u1ecb cho b\u1ea1n ki\u1ebfn th\u1ee9c v\u00e0 c\u00f4ng c\u1ee5 c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u00e0nh th\u1ea1o thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot.<\/p>\n<h2>Chatbot l\u00e0 g\u00ec?<\/h2>\n<p>M\u1ed9t <strong>tr\u00f2 chuy\u1ec7n t\u1ef1 \u0111\u1ed9ng<\/strong> l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 m\u00f4 ph\u1ecfng cu\u1ed9c tr\u00f2 chuy\u1ec7n c\u1ee7a con ng\u01b0\u1eddi th\u00f4ng qua c\u00e1c t\u01b0\u01a1ng t\u00e1c b\u1eb1ng v\u0103n b\u1ea3n ho\u1eb7c gi\u1ecdng n\u00f3i. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), chatbot c\u00f3 th\u1ec3 hi\u1ec3u c\u00e1c c\u00e2u h\u1ecfi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 cung c\u1ea5p c\u00e1c ph\u1ea3n h\u1ed3i ph\u00f9 h\u1ee3p, khi\u1ebfn ch\u00fang tr\u1edf th\u00e0nh nh\u1eefng c\u00f4ng c\u1ee5 v\u00f4 gi\u00e1 \u0111\u1ec3 n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh giao ti\u1ebfp. C\u00e1c <strong>\u00fd ngh\u0129a c\u1ee7a chatbot<\/strong> kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a; ch\u00fang ph\u1ee5c v\u1ee5 nh\u01b0 nh\u1eefng giao di\u1ec7n t\u01b0\u01a1ng t\u00e1c c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng tr\u00ean nhi\u1ec1u n\u1ec1n t\u1ea3ng kh\u00e1c nhau, bao g\u1ed3m c\u1ea3 trang web v\u00e0 m\u1ea1ng x\u00e3 h\u1ed9i.<\/p>\n<h3>Hi\u1ec3u \u00fd ngh\u0129a v\u00e0 \u0111\u1ecbnh ngh\u0129a c\u1ee7a chatbot<\/h3>\n<p>\u0110\u1ec3 <strong>\u0111\u1ecbnh ngh\u0129a chatbot<\/strong>, ch\u00fang ta c\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng \u0111\u00e2y l\u00e0 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh d\u1ef1a tr\u00ean AI t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi d\u00f9ng theo c\u00e1ch tr\u00f2 chuy\u1ec7n. Chatbot c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i th\u00e0nh hai lo\u1ea1i ch\u00ednh: d\u1ef1a tr\u00ean quy t\u1eafc v\u00e0 d\u1ef1a tr\u00ean AI. Chatbot d\u1ef1a tr\u00ean quy t\u1eafc tu\u00e2n theo c\u00e1c k\u1ecbch b\u1ea3n \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a tr\u01b0\u1edbc v\u00e0 ch\u1ec9 c\u00f3 th\u1ec3 ph\u1ea3n h\u1ed3i c\u00e1c l\u1ec7nh c\u1ee5 th\u1ec3, trong khi chatbot d\u1ef1a tr\u00ean AI s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y \u0111\u1ec3 hi\u1ec3u ng\u1eef c\u1ea3nh v\u00e0 cung c\u1ea5p ph\u1ea3n h\u1ed3i linh ho\u1ea1t h\u01a1n. S\u1ef1 ti\u1ebfn h\u00f3a trong <strong>thi\u1ebft k\u1ebf chatbot<\/strong> \u0111\u00e3 d\u1eabn \u0111\u1ebfn nh\u1eefng t\u01b0\u01a1ng t\u00e1c tinh vi h\u01a1n, cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p n\u00e2ng cao d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<h3>S\u1ef1 ti\u1ebfn h\u00f3a c\u1ee7a chatbot: T\u1eeb k\u1ecbch b\u1ea3n \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn giao di\u1ec7n d\u1ef1a tr\u00ean AI<\/h3>\n<p>H\u00e0nh tr\u00ecnh c\u1ee7a <strong>c\u00e1c chatbot<\/strong> b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c k\u1ecbch b\u1ea3n \u0111\u01a1n gi\u1ea3n c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c truy v\u1ea5n c\u01a1 b\u1ea3n. C\u00e1c phi\u00ean b\u1ea3n \u0111\u1ea7u ti\u00ean b\u1ecb gi\u1edbi h\u1ea1n v\u1ec1 ch\u1ee9c n\u0103ng, th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng kh\u00f3 ch\u1ecbu. Tuy nhi\u00ean, nh\u1eefng ti\u1ebfn b\u1ed9 trong AI v\u00e0 h\u1ecdc m\u00e1y \u0111\u00e3 bi\u1ebfn nh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y th\u00e0nh <strong>giao di\u1ec7n chatbot AI<\/strong> c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u c\u00e1c truy v\u1ea5n ph\u1ee9c t\u1ea1p v\u00e0 cung c\u1ea5p ph\u1ea3n h\u1ed3i c\u00e1 nh\u00e2n h\u00f3a. S\u1ef1 ti\u1ebfn h\u00f3a n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u00e0 c\u00f2n m\u1edf r\u1ed9ng c\u00e1c \u1ee9ng d\u1ee5ng ti\u1ec1m n\u0103ng c\u1ee7a chatbot trong nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p, t\u1eeb th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed \u0111\u1ebfn ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/p>\n<p>Khi ch\u00fang ta kh\u00e1m ph\u00e1 <strong>ki\u1ebfn tr\u00fac chatbot<\/strong>, r\u00f5 r\u00e0ng r\u1eb1ng c\u00e1c chatbot hi\u1ec7n \u0111\u1ea1i \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng trong t\u00e2m tr\u00ed. Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c t\u00ednh n\u0103ng nh\u01b0 h\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef v\u00e0 quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p ph\u1ee5c v\u1ee5 c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng \u0111a d\u1ea1ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh giao ti\u1ebfp c\u1ee7a h\u1ecd. \u0110\u1ec3 t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 hi\u1ec7u qu\u1ea3 <strong>thi\u1ebft k\u1ebf UI chatbot<\/strong> v\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t, h\u00e3y xem h\u01b0\u1edbng d\u1eabn c\u1ee7a ch\u00fang t\u00f4i v\u1ec1 <a href=\"https:\/\/messengerbot.app\/vi\/thiet-ke-mot-giao-dien-nguoi-dung-chatbot-hieu-qua-kham-pha-cac-loai-vi-du-ui-va-thuc-tien-tot-nhat-de-nang-cao-trai-nghiem-nguoi-dung\/\">Thi\u1ebft k\u1ebf Giao di\u1ec7n Chatbot Hi\u1ec7u qu\u1ea3<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/04\/chatbot-system-design-500359.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>Nh\u1eefng nguy\u00ean t\u1eafc thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot n\u00e0o t\u00f4i n\u00ean tu\u00e2n theo?<\/h2>\n<p>Khi b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh c\u1ee7a <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong>, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 tu\u00e2n th\u1ee7 c\u00e1c nguy\u00ean t\u1eafc c\u01a1 b\u1ea3n \u0111\u1ea3m b\u1ea3o chatbot c\u1ee7a b\u1ea1n hi\u1ec7u qu\u1ea3, th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. Hi\u1ec3u nh\u1eefng nguy\u00ean t\u1eafc n\u00e0y s\u1ebd gi\u00fap b\u1ea1n t\u1ea1o ra m\u1ed9t <strong>ki\u1ebfn tr\u00fac chatbot<\/strong> t\u0103ng c\u01b0\u1eddng t\u01b0\u01a1ng t\u00e1c v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<h3>C\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh c\u1ee7a s\u01a1 \u0111\u1ed3 ki\u1ebfn tr\u00fac chatbot<\/h3>\n<p>M\u1ed9t <strong>ki\u1ebfn tr\u00fac chatbot<\/strong> s\u01a1 \u0111\u1ed3 l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 h\u00ecnh dung c\u00e1ch c\u00e1c th\u00e0nh ph\u1ea7n kh\u00e1c nhau c\u1ee7a chatbot c\u1ee7a b\u1ea1n t\u01b0\u01a1ng t\u00e1c. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh c\u1ea7n xem x\u00e9t:<\/p>\n<ul>\n<li><strong>\u0110\u1ea7u v\u00e0o c\u1ee7a ng\u01b0\u1eddi d\u00f9ng:<\/strong> \u0110\u00e2y l\u00e0 n\u01a1i ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi chatbot, cung c\u1ea5p c\u00e1c truy v\u1ea5n ho\u1eb7c l\u1ec7nh th\u00f4ng qua c\u00e1c giao di\u1ec7n kh\u00e1c nhau nh\u01b0 v\u0103n b\u1ea3n, gi\u1ecdng n\u00f3i ho\u1eb7c n\u00fat.<\/li>\n<li><strong>X\u1eed L\u00fd Ng\u00f4n Ng\u1eef T\u1ef1 Nhi\u00ean (NLP):<\/strong> Th\u00e0nh ph\u1ea7n n\u00e0y di\u1ec5n gi\u1ea3i \u0111\u1ea7u v\u00e0o c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, cho ph\u00e9p chatbot hi\u1ec3u v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<li><strong>Qu\u1ea3n l\u00fd \u0110\u1ed1i tho\u1ea1i:<\/strong> \u0110i\u1ec1u n\u00e0y qu\u1ea3n l\u00fd d\u00f2ng ch\u1ea3y c\u1ee7a cu\u1ed9c tr\u00f2 chuy\u1ec7n, x\u00e1c \u0111\u1ecbnh c\u00e1ch m\u00e0 chatbot ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean \u0111\u1ea7u v\u00e0o v\u00e0 ng\u1eef c\u1ea3nh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>T\u00edch h\u1ee3p Backend:<\/strong> K\u1ebft n\u1ed1i chatbot c\u1ee7a b\u1ea1n v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u, API ho\u1eb7c c\u00e1c d\u1ecbch v\u1ee5 kh\u00e1c cho ph\u00e9p n\u00f3 truy xu\u1ea5t th\u00f4ng tin v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c h\u00e0nh \u0111\u1ed9ng, n\u00e2ng cao ch\u1ee9c n\u0103ng c\u1ee7a n\u00f3.<\/li>\n<li><strong>T\u1ea1o Ph\u1ea3n H\u1ed3i:<\/strong> Y\u1ebfu t\u1ed1 n\u00e0y h\u00ecnh th\u00e0nh c\u00e1c ph\u1ea3n h\u1ed3i c\u1ee7a chatbot, \u0111\u1ea3m b\u1ea3o ch\u00fang ph\u00f9 h\u1ee3p v\u00e0 th\u00edch h\u1ee3p v\u1edbi ng\u1eef c\u1ea3nh.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0y v\u00e0o <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong>, b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t ki\u1ebfn tr\u00fac to\u00e0n di\u1ec7n h\u1ed7 tr\u1ee3 c\u00e1c t\u01b0\u01a1ng t\u00e1c li\u1ec1n m\u1ea1ch v\u00e0 giao ti\u1ebfp hi\u1ec7u qu\u1ea3.<\/p>\n<h3>Thi\u1ebft k\u1ebf giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng chatbot: C\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t v\u00e0 v\u00ed d\u1ee5<\/h3>\n<p>Onboarding kh\u00e1ch h\u00e0ng <strong>giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng chatbot (UI)<\/strong> \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c thu h\u00fat ng\u01b0\u1eddi d\u00f9ng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t \u0111\u1ec3 thi\u1ebft k\u1ebf m\u1ed9t <strong>UI chatbot<\/strong>:<\/p>\n<ul>\n<li><strong>S\u1ef1 \u0111\u01a1n gi\u1ea3n:<\/strong> Gi\u1eef cho giao di\u1ec7n s\u1ea1ch s\u1ebd v\u00e0 \u0111\u01a1n gi\u1ea3n. Tr\u00e1nh s\u1ef1 l\u1ed9n x\u1ed9n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng \u0111i\u1ec1u h\u01b0\u1edbng v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi chatbot.<\/li>\n<li><strong>T\u00ednh nh\u1ea5t qu\u00e1n:<\/strong> S\u1eed d\u1ee5ng c\u00e1c y\u1ebfu t\u1ed1 thi\u1ebft k\u1ebf nh\u1ea5t qu\u00e1n, ch\u1eb3ng h\u1ea1n nh\u01b0 m\u00e0u s\u1eafc, ph\u00f4ng ch\u1eef v\u00e0 ki\u1ec3u n\u00fat, \u0111\u1ec3 t\u1ea1o ra m\u1ed9t tr\u1ea3i nghi\u1ec7m \u0111\u1ed3ng b\u1ed9 ph\u00f9 h\u1ee3p v\u1edbi th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a b\u1ea1n.<\/li>\n<li><strong>C\u00e1c Y\u1ebfu t\u1ed1 H\u00ecnh \u1ea3nh:<\/strong> K\u1ebft h\u1ee3p h\u00ecnh \u1ea3nh, bi\u1ec3u t\u01b0\u1ee3ng c\u1ea3m x\u00fac v\u00e0 n\u00fat \u0111\u1ec3 l\u00e0m cho c\u00e1c t\u01b0\u01a1ng t\u00e1c tr\u1edf n\u00ean h\u1ea5p d\u1eabn v\u00e0 tr\u1ef1c quan h\u01a1n. V\u00ed d\u1ee5, vi\u1ec7c s\u1eed d\u1ee5ng n\u00fat cho c\u00e1c ph\u1ea3n h\u1ed3i ph\u1ed5 bi\u1ebfn c\u00f3 th\u1ec3 gi\u00fap cu\u1ed9c tr\u00f2 chuy\u1ec7n tr\u1edf n\u00ean m\u1ea1ch l\u1ea1c h\u01a1n.<\/li>\n<li><strong>C\u01a1 ch\u1ebf ph\u1ea3n h\u1ed3i:<\/strong> Cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng ph\u1ea3n h\u1ed3i ngay l\u1eadp t\u1ee9c sau khi h\u1ecd nh\u1eadp li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 ch\u1ec9 b\u00e1o g\u00f5 ho\u1eb7c th\u00f4ng b\u00e1o x\u00e1c nh\u1eadn, \u0111\u1ec3 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn:<\/strong> \u0110\u1ea3m b\u1ea3o chatbot c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 truy c\u1eadp \u0111\u01b0\u1ee3c cho t\u1ea5t c\u1ea3 ng\u01b0\u1eddi d\u00f9ng, bao g\u1ed3m c\u1ea3 nh\u1eefng ng\u01b0\u1eddi khuy\u1ebft t\u1eadt. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m vi\u1ec7c s\u1eed d\u1ee5ng thi\u1ebft k\u1ebf th\u00e2n thi\u1ec7n v\u1edbi tr\u00ecnh \u0111\u1ecdc m\u00e0n h\u00ecnh v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh t\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c thi\u1ebft b\u1ecb kh\u00e1c nhau.<\/li>\n<\/ul>\n<p>\u0110\u1ec3 l\u1ea5y c\u1ea3m h\u1ee9ng, h\u00e3y kh\u00e1m ph\u00e1 <a href=\"https:\/\/messengerbot.app\/vi\/thiet-ke-mot-giao-dien-nguoi-dung-chatbot-hieu-qua-kham-pha-cac-loai-vi-du-ui-va-thuc-tien-tot-nhat-de-nang-cao-trai-nghiem-nguoi-dung\/\">c\u00e1c v\u00ed d\u1ee5 thi\u1ebft k\u1ebf giao di\u1ec7n chatbot<\/a> cho th\u1ea5y c\u00e1c th\u1ef1c h\u00e0nh hi\u1ec7u qu\u1ea3 trong h\u00e0nh \u0111\u1ed9ng. B\u1eb1ng c\u00e1ch l\u00e0m theo nh\u1eefng h\u01b0\u1edbng d\u1eabn n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t <strong>giao di\u1ec7n chatbot<\/strong> kh\u00f4ng ch\u1ec9 \u0111\u00e1p \u1ee9ng mong \u0111\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u00e0 c\u00f2n n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng t\u1ed5ng th\u1ec3.<\/p>\n<h2>C\u00e1ch thi\u1ebft k\u1ebf lu\u1ed3ng h\u1ed9i tho\u1ea1i cho chatbot?<\/h2>\n<p>Thi\u1ebft k\u1ebf lu\u1ed3ng h\u1ed9i tho\u1ea1i cho chatbot l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o ra tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng h\u1ea5p d\u1eabn v\u00e0 hi\u1ec7u qu\u1ea3. M\u1ed9t lu\u1ed3ng h\u1ed9i tho\u1ea1i \u0111\u01b0\u1ee3c c\u1ea5u tr\u00fac t\u1ed1t \u0111\u1ea3m b\u1ea3o r\u1eb1ng ng\u01b0\u1eddi d\u00f9ng nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng tin li\u00ean quan m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3, n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a h\u1ecd v\u1edbi chatbot. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 k\u1ef9 thu\u1eadt c\u1ea7n xem x\u00e9t khi thi\u1ebft k\u1ebf lu\u1ed3ng h\u1ed9i tho\u1ea1i cho chatbot c\u1ee7a b\u1ea1n:<\/p>\n<h3>K\u1ef9 thu\u1eadt thi\u1ebft k\u1ebf h\u1ed9i tho\u1ea1i chatbot hi\u1ec7u qu\u1ea3<\/h3>\n<ul>\n<li><strong>X\u00e1c \u0111\u1ecbnh \u00fd \u0111\u1ecbnh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng:<\/strong> Hi\u1ec3u nh\u1eefng g\u00ec ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft. B\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh c\u00e1c c\u00e2u h\u1ecfi v\u00e0 nhi\u1ec7m v\u1ee5 ph\u1ed5 bi\u1ebfn m\u00e0 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 c\u00f3 khi t\u01b0\u01a1ng t\u00e1c v\u1edbi chatbot c\u1ee7a b\u1ea1n. \u0110i\u1ec1u n\u00e0y s\u1ebd gi\u00fap b\u1ea1n t\u1ea1o ra m\u1ed9t lu\u1ed3ng h\u1ed9i tho\u1ea1i \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a h\u1ecd m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<li><strong>S\u1eed D\u1ee5ng Ng\u00f4n Ng\u1eef \u0110\u01a1n Gi\u1ea3n:<\/strong> \u0110\u1ea3m b\u1ea3o r\u1eb1ng chatbot giao ti\u1ebfp b\u1eb1ng ng\u00f4n ng\u1eef r\u00f5 r\u00e0ng v\u00e0 ng\u1eafn g\u1ecdn. Tr\u00e1nh s\u1eed d\u1ee5ng thu\u1eadt ng\u1eef v\u00e0 c\u1ee5m t\u1eeb ph\u1ee9c t\u1ea1p \u0111\u1ec3 l\u00e0m cho c\u00e1c t\u01b0\u01a1ng t\u00e1c tr\u1edf n\u00ean \u0111\u01a1n gi\u1ea3n v\u00e0 th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Tri\u1ec3n khai Ph\u1ea3n h\u1ed3i Nhanh:<\/strong> K\u1ebft h\u1ee3p c\u00e1c n\u00fat tr\u1ea3 l\u1eddi nhanh \u0111\u1ec3 h\u01b0\u1edbng d\u1eabn ng\u01b0\u1eddi d\u00f9ng qua cu\u1ed9c h\u1ed9i tho\u1ea1i. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 l\u00e0m t\u0103ng t\u1ed1c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c m\u00e0 c\u00f2n gi\u1ea3m thi\u1ec3u s\u1ef1 th\u1ea5t v\u1ecdng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng b\u1eb1ng c\u00e1ch cung c\u1ea5p c\u00e1c t\u00f9y ch\u1ecdn r\u00f5 r\u00e0ng.<\/li>\n<li><strong>S\u1eed d\u1ee5ng nh\u1eadn th\u1ee9c ng\u1eef c\u1ea3nh:<\/strong> Thi\u1ebft k\u1ebf chatbot c\u1ee7a b\u1ea1n \u0111\u1ec3 nh\u1edb c\u00e1c t\u01b0\u01a1ng t\u00e1c tr\u01b0\u1edbc \u0111\u00f3 trong c\u00f9ng m\u1ed9t phi\u00ean. Nh\u1eadn th\u1ee9c ng\u1eef c\u1ea3nh n\u00e0y cho ph\u00e9p c\u00e1c cu\u1ed9c h\u1ed9i tho\u1ea1i t\u1ef1 nhi\u00ean h\u01a1n v\u00e0 gi\u00fap chatbot cung c\u1ea5p c\u00e1c c\u00e2u h\u1ecfi ho\u1eb7c th\u00f4ng tin theo d\u00f5i li\u00ean quan.<\/li>\n<li><strong>Ki\u1ec3m Tra v\u00e0 L\u1eb7p L\u1ea1i:<\/strong> Th\u01b0\u1eddng xuy\u00ean ki\u1ec3m tra lu\u1ed3ng h\u1ed9i tho\u1ea1i c\u1ee7a chatbot v\u1edbi ng\u01b0\u1eddi d\u00f9ng th\u1ef1c. Thu th\u1eadp ph\u1ea3n h\u1ed3i v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c \u0111i\u1ec1u ch\u1ec9nh c\u1ea7n thi\u1ebft \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m t\u1ed5ng th\u1ec3 m\u1ed9t c\u00e1ch li\u00ean t\u1ee5c.<\/li>\n<\/ul>\n<h3>S\u1eed d\u1ee5ng C\u00f4ng c\u1ee5 Thi\u1ebft k\u1ebf Cu\u1ed9c tr\u00f2 chuy\u1ec7n \u0111\u1ec3 T\u1ed1i \u01b0u H\u00f3a Tr\u1ea3i nghi\u1ec7m Ng\u01b0\u1eddi d\u00f9ng<\/h3>\n<p>\u0110\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh thi\u1ebft k\u1ebf lu\u1ed3ng cu\u1ed9c tr\u00f2 chuy\u1ec7n c\u1ee7a chatbot, h\u00e3y xem x\u00e9t vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf cu\u1ed9c tr\u00f2 chuy\u1ec7n chuy\u00ean bi\u1ec7t. Nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y c\u00f3 th\u1ec3 gi\u00fap h\u00ecnh dung lu\u1ed3ng v\u00e0 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng t\u1ed5ng th\u1ec3. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 t\u00f9y ch\u1ecdn ph\u1ed5 bi\u1ebfn:<\/p>\n<ul>\n<li><strong>Tr\u00ecnh x\u00e2y d\u1ef1ng Lu\u1ed3ng Chatbot:<\/strong> C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 <a href=\"https:\/\/messengerbot.app\/vi\/nam-vung-cong-cu-xay-dung-chatbot-mot-huong-dan-toan-dien-de-tao-ra-chatbot-hoan-hao-cua-ban-va-hieu-ve-chi-phi-tinh-nang-va-cac-tuy-chon-mien-phi\/\">Tr\u00ecnh x\u00e2y d\u1ef1ng Lu\u1ed3ng Chatbot<\/a> cho ph\u00e9p b\u1ea1n t\u1ea1o v\u00e0 qu\u1ea3n l\u00fd c\u00e1c lu\u1ed3ng cu\u1ed9c tr\u00f2 chuy\u1ec7n m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng. Ch\u00fang cung c\u1ea5p c\u00e1c m\u1eabu v\u00e0 t\u00ednh n\u0103ng k\u00e9o v\u00e0 th\u1ea3 \u0111\u1ec3 thi\u1ebft k\u1ebf tr\u1ef1c quan.<\/li>\n<li><strong>C\u00f4ng c\u1ee5 nguy\u00ean m\u1eabu:<\/strong> S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 nguy\u00ean m\u1eabu \u0111\u1ec3 m\u00f4 ph\u1ecfng c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c k\u1ecbch b\u1ea3n kh\u00e1c nhau tr\u01b0\u1edbc khi tri\u1ec3n khai. \u0110i\u1ec1u n\u00e0y gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n v\u00e0 t\u1ed1i \u01b0u h\u00f3a lu\u1ed3ng \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>N\u1ec1n t\u1ea3ng Ph\u00e2n t\u00edch:<\/strong> T\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch \u0111\u1ec3 theo d\u00f5i t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 thu th\u1eadp th\u00f4ng tin. Hi\u1ec3u bi\u1ebft v\u1ec1 h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 th\u00f4ng b\u00e1o c\u00e1c \u0111i\u1ec1u ch\u1ec9nh cho lu\u1ed3ng cu\u1ed9c tr\u00f2 chuy\u1ec7n, \u0111\u1ea3m b\u1ea3o n\u00f3 v\u1eabn hi\u1ec7u qu\u1ea3 v\u00e0 h\u1ea5p d\u1eabn.<\/li>\n<\/ul>\n<h2>Nh\u1eefng c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot t\u1ed1t nh\u1ea5t hi\u1ec7n c\u00f3 l\u00e0 g\u00ec?<\/h2>\n<p>Khi n\u00f3i \u0111\u1ebfn <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong>, vi\u1ec7c ch\u1ecdn \u0111\u00fang c\u00f4ng c\u1ee5 l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o ra c\u00e1c chatbot hi\u1ec7u qu\u1ea3 v\u00e0 h\u1ea5p d\u1eabn. Nhi\u1ec1u <strong>ph\u1ea7n m\u1ec1m t\u1ea1o bot<\/strong> c\u00e1c t\u00f9y ch\u1ecdn ph\u1ee5c v\u1ee5 cho nh\u1eefng nhu c\u1ea7u kh\u00e1c nhau, t\u1eeb giao di\u1ec7n \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi AI. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u1ed5ng quan v\u1ec1 m\u1ed9t s\u1ed1 <strong>c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong> c\u00f3 s\u1eb5n ng\u00e0y h\u00f4m nay.<\/p>\n<h3>T\u1ed5ng quan v\u1ec1 ph\u1ea7n m\u1ec1m thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot ph\u1ed5 bi\u1ebfn<\/h3>\n<p>Nhi\u1ec1u n\u1ec1n t\u1ea3ng n\u1ed5i b\u1eadt trong l\u0129nh v\u1ef1c <strong>thi\u1ebft k\u1ebf chatbot<\/strong>, m\u1ed7i n\u1ec1n t\u1ea3ng cung c\u1ea5p nh\u1eefng t\u00ednh n\u0103ng \u0111\u1ed9c \u0111\u00e1o c\u00f3 th\u1ec3 n\u00e2ng cao <strong>chatbot<\/strong> v\u00e0 ch\u1ee9c n\u0103ng t\u1ed5ng th\u1ec3:<\/p>\n<ul>\n<li><strong>Dialogflow:<\/strong> M\u1ed9t n\u1ec1n t\u1ea3ng thu\u1ed9c s\u1edf h\u1eefu c\u1ee7a Google cung c\u1ea5p kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean m\u1ea1nh m\u1ebd, l\u00e0m cho n\u00f3 tr\u1edf n\u00ean l\u00fd t\u01b0\u1edfng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c giao di\u1ec7n h\u1ed9i tho\u1ea1i. N\u00f3 h\u1ed7 tr\u1ee3 nhi\u1ec1u ng\u00f4n ng\u1eef v\u00e0 t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi nhi\u1ec1u n\u1ec1n t\u1ea3ng nh\u1eafn tin kh\u00e1c nhau.<\/li>\n<li><strong>Chatfuel:<\/strong> N\u1ec1n t\u1ea3ng th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng n\u00e0y cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o chatbot m\u00e0 kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh. N\u00f3 \u0111\u1eb7c bi\u1ec7t ph\u1ed5 bi\u1ebfn cho c\u00e1c bot tr\u00ean Facebook Messenger, cung c\u1ea5p c\u00e1c m\u1eabu v\u00e0 giao di\u1ec7n tr\u1ef1c quan \u0111\u1ec3 thi\u1ebft k\u1ebf d\u1ec5 d\u00e0ng.<\/li>\n<li><strong>ManyChat:<\/strong> T\u1eadp trung v\u00e0o t\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u1ebfp th\u1ecb, ManyChat cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p t\u1ea1o ra c\u00e1c chatbot h\u1ea5p d\u1eabn cho vi\u1ec7c t\u1ea1o kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng v\u00e0 h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng. Giao di\u1ec7n k\u00e9o v\u00e0 th\u1ea3 c\u1ee7a n\u00f3 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c <strong>thi\u1ebft k\u1ebf lu\u1ed3ng h\u1ed9i tho\u1ea1i chatbot<\/strong>.<\/li>\n<li><strong>Brain Pod AI:<\/strong> \u0110\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi kh\u1ea3 n\u0103ng AI ti\u00ean ti\u1ebfn, Brain Pod AI cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 t\u1ea1o ra chatbot \u0111a ng\u00f4n ng\u1eef v\u00e0 t\u00edch h\u1ee3p c\u00e1c ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean AI, n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. H\u00e3y xem qua <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">Tr\u1ee3 l\u00fd Chat AI \u0110a ng\u00f4n ng\u1eef<\/a> \u0111\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin.<\/li>\n<\/ul>\n<h3>So s\u00e1nh ph\u1ea7n m\u1ec1m t\u1ea1o bot: T\u00ednh n\u0103ng v\u00e0 ch\u1ee9c n\u0103ng<\/h3>\n<p>Khi so s\u00e1nh <strong>c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong>, h\u00e3y xem x\u00e9t c\u00e1c t\u00ednh n\u0103ng sau c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong>:<\/p>\n<ul>\n<li><strong>D\u1ec5 S\u1eed D\u1ee5ng:<\/strong> T\u00ecm ki\u1ebfm c\u00e1c n\u1ec1n t\u1ea3ng cung c\u1ea5p giao di\u1ec7n tr\u1ef1c quan v\u00e0 m\u1eabu \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c <strong>thi\u1ebft k\u1ebf m\u1ed9t chatbot<\/strong> .<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p:<\/strong> \u0110\u1ea3m b\u1ea3o ph\u1ea7n m\u1ec1m c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3 c\u1ee7a b\u1ea1n, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00f4ng c\u1ee5 CRM ho\u1eb7c n\u1ec1n t\u1ea3ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, \u0111\u1ec3 n\u00e2ng cao ch\u1ee9c n\u0103ng.<\/li>\n<li><strong>Ph\u00e2n t\u00edch v\u00e0 B\u00e1o c\u00e1o:<\/strong> C\u00e1c t\u00ednh n\u0103ng ph\u00e2n t\u00edch m\u1ea1nh m\u1ebd gi\u00fap theo d\u00f5i t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a <strong>chatbot<\/strong> d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1ef1c.<\/li>\n<li><strong>T\u00f9y Ch\u1ecdn T\u00f9y Ch\u1ec9nh:<\/strong> Kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh ph\u1ea3n h\u1ed3i v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u1ea1o ra m\u1ed9t <strong>\u00fd ngh\u0129a c\u1ee7a chatbot<\/strong> \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh cho kh\u00e1n gi\u1ea3 c\u1ee7a b\u1ea1n.<\/li>\n<\/ul>\n<p>Ch\u1ecdn \u0111\u00fang <strong>c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong> l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t chatbot hi\u1ec7u qu\u1ea3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 t\u0103ng c\u01b0\u1eddng s\u1ef1 t\u01b0\u01a1ng t\u00e1c. \u0110\u1ec3 c\u00f3 th\u00eam th\u00f4ng tin v\u1ec1 <strong>thi\u1ebft k\u1ebf UI chatbot<\/strong>, h\u00e3y kh\u00e1m ph\u00e1 h\u01b0\u1edbng d\u1eabn c\u1ee7a ch\u00fang t\u00f4i v\u1ec1 <a href=\"https:\/\/messengerbot.app\/vi\/thiet-ke-mot-giao-dien-nguoi-dung-chatbot-hieu-qua-kham-pha-cac-loai-vi-du-ui-va-thuc-tien-tot-nhat-de-nang-cao-trai-nghiem-nguoi-dung\/\">Thi\u1ebft k\u1ebf Giao di\u1ec7n Chatbot Hi\u1ec7u qu\u1ea3<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/04\/chatbot-system-design-397059.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>C\u00e1ch t\u1ea1o m\u1eabu chatbot hi\u1ec7u qu\u1ea3?<\/h2>\n<p>Vi\u1ec7c t\u1ea1o m\u1eabu m\u1ed9t chatbot l\u00e0 m\u1ed9t b\u01b0\u1edbc quan tr\u1ecdng trong <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong> qu\u00e1 tr\u00ecnh, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n h\u00ecnh dung v\u00e0 ki\u1ec3m tra ch\u1ee9c n\u0103ng c\u1ee7a <strong>c\u00e1c chatbot<\/strong> tr\u01b0\u1edbc khi tri\u1ec3n khai ho\u00e0n to\u00e0n. Giai \u0111o\u1ea1n n\u00e0y gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n v\u00e0 tinh ch\u1ec9nh <strong>chatbot<\/strong> (UI) \u0111\u1ec3 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c b\u01b0\u1edbc thi\u1ebft y\u1ebfu cho vi\u1ec7c t\u1ea1o m\u1eabu v\u00e0 ki\u1ec3m tra chatbot hi\u1ec7u qu\u1ea3.<\/p>\n<h3>C\u00e1c b\u01b0\u1edbc cho vi\u1ec7c t\u1ea1o m\u1eabu v\u00e0 ki\u1ec3m tra chatbot<\/h3>\n<ol>\n<li><strong>X\u00e1c \u0111\u1ecbnh M\u1ee5c \u0111\u00edch:<\/strong> R\u00f5 r\u00e0ng ph\u00e1c th\u1ea3o nh\u1eefng g\u00ec <strong>tr\u00f2 chuy\u1ec7n t\u1ef1 \u0111\u1ed9ng<\/strong> \u0111\u01b0\u1ee3c d\u1ef1 \u0111\u1ecbnh \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c hi\u1ec3u <strong>chatbots<\/strong> v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 m\u00e0 n\u00f3 s\u1ebd x\u1eed l\u00fd, ch\u1eb3ng h\u1ea1n nh\u01b0 h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng ho\u1eb7c t\u1ea1o ra kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng.<\/li>\n<li><strong>T\u1ea1o K\u1ecbch B\u1ea3n Ng\u01b0\u1eddi D\u00f9ng:<\/strong> Ph\u00e1t tri\u1ec3n c\u00e1c k\u1ecbch b\u1ea3n \u0111\u1ea1i di\u1ec7n cho c\u00e1ch ng\u01b0\u1eddi d\u00f9ng s\u1ebd t\u01b0\u01a1ng t\u00e1c v\u1edbi <strong>tr\u00f2 chuy\u1ec7n t\u1ef1 \u0111\u1ed9ng<\/strong>. \u0110i\u1ec1u n\u00e0y gi\u00fap trong vi\u1ec7c thi\u1ebft k\u1ebf m\u1ed9t <strong>quy tr\u00ecnh h\u1ed9i tho\u1ea1i chatbot<\/strong>.<\/li>\n<li><strong>Thi\u1ebft K\u1ebf Giao Di\u1ec7n Chatbot:<\/strong> S\u1eed d\u1ee5ng <a href=\"https:\/\/messengerbot.app\/vi\/thiet-ke-mot-giao-dien-nguoi-dung-chatbot-hieu-qua-kham-pha-cac-loai-vi-du-ui-va-thuc-tien-tot-nhat-de-nang-cao-trai-nghiem-nguoi-dung\/\">m\u1eabu thi\u1ebft k\u1ebf giao di\u1ec7n chatbot<\/a> \u0111\u1ec3 t\u1ea1o ra m\u1ed9t giao di\u1ec7n h\u1ea5p d\u1eabn. T\u1eadp trung v\u00e0o t\u00ednh kh\u1ea3 d\u1ee5ng v\u00e0 th\u1ea9m m\u1ef9 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng li\u1ec1n m\u1ea1ch.<\/li>\n<li><strong>X\u00e2y D\u1ef1ng Nguy\u00ean M\u1eabu:<\/strong> S\u1eed d\u1ee5ng <strong>c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong> \u0111\u1ec3 t\u1ea1o ra m\u1ed9t nguy\u00ean m\u1eabu ho\u1ea1t \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Messenger Bot, cung c\u1ea5p c\u00e1c t\u00ednh n\u0103ng cho vi\u1ec7c t\u1ea1o nguy\u00ean m\u1eabu nhanh ch\u00f3ng.<\/li>\n<li><strong>Ti\u1ebfn h\u00e0nh Ki\u1ec3m tra Ng\u01b0\u1eddi d\u00f9ng:<\/strong> Thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb ng\u01b0\u1eddi d\u00f9ng th\u1ef1c t\u01b0\u01a1ng t\u00e1c v\u1edbi nguy\u00ean m\u1eabu. B\u01b0\u1edbc n\u00e0y r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m \u0111au v\u00e0 c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n trong <strong>ki\u1ebfn tr\u00fac chatbot<\/strong>.<\/li>\n<li><strong>L\u1eb7p l\u1ea1i d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i:<\/strong> Th\u1ef1c hi\u1ec7n c\u00e1c \u0111i\u1ec1u ch\u1ec9nh c\u1ea7n thi\u1ebft d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 n\u00e2ng cao <strong>UI chatbot<\/strong> v\u00e0 ch\u1ee9c n\u0103ng t\u1ed5ng th\u1ec3.<\/li>\n<\/ol>\n<h3>V\u00ed d\u1ee5 v\u1ec1 nguy\u00ean m\u1eabu Chatbot: H\u1ecdc h\u1ecfi t\u1eeb c\u00e1c thi\u1ebft k\u1ebf th\u00e0nh c\u00f4ng<\/h3>\n<p>Xem x\u00e9t c\u00e1c tr\u01b0\u1eddng h\u1ee3p th\u00e0nh c\u00f4ng <strong>v\u00ed d\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong> c\u00f3 th\u1ec3 cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft qu\u00fd gi\u00e1 v\u1ec1 vi\u1ec7c t\u1ea1o m\u1eabu hi\u1ec7u qu\u1ea3. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t v\u00e0i v\u00ed d\u1ee5 n\u1ed5i b\u1eadt:<\/p>\n<ul>\n<li><strong>Ng\u01b0\u1eddi ngh\u1ec7 s\u0129 \u1ea3o c\u1ee7a Sephora:<\/strong> C\u00f4ng ngh\u1ec7 AI n\u00e0y <strong>tr\u00f2 chuy\u1ec7n t\u1ef1 \u0111\u1ed9ng<\/strong> cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng th\u1eed trang \u0111i\u1ec3m m\u1ed9t c\u00e1ch \u1ea3o, th\u1ec3 hi\u1ec7n m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u1ed5i m\u1edbi trong vi\u1ec7c thu h\u00fat ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Chatbot c\u1ee7a Duolingo:<\/strong> \u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u00fap ng\u01b0\u1eddi d\u00f9ng luy\u1ec7n t\u1eadp ng\u00f4n ng\u1eef, c\u00e1i n\u00e0y <strong>bot tr\u00f2 chuy\u1ec7n<\/strong> s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3 thi\u1ebft k\u1ebf h\u1ed9i tho\u1ea1i \u0111\u1ec3 t\u1ea1o ra m\u1ed9t tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li><strong>Tr\u1ee3 l\u00fd Mua s\u1eafm c\u1ee7a H&amp;M:<\/strong> \u0110i\u1ec1u n\u00e0y <strong>tr\u00f2 chuy\u1ec7n t\u1ef1 \u0111\u1ed9ng<\/strong> h\u01b0\u1edbng d\u1eabn ng\u01b0\u1eddi d\u00f9ng qua quy tr\u00ecnh mua s\u1eafm, minh h\u1ecda c\u00e1ch m\u00e0 m\u1ed9t <strong>UI chatbot<\/strong> c\u00f3 th\u1ec3 n\u00e2ng cao th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch nghi\u00ean c\u1ee9u nh\u1eefng v\u00ed d\u1ee5 n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 thu th\u1eadp \u00fd t\u01b0\u1edfng cho ri\u00eang m\u00ecnh <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong> v\u00e0 hi\u1ec3u c\u00e1ch tri\u1ec3n khai c\u00e1c t\u00ednh n\u0103ng hi\u1ec7u qu\u1ea3 ph\u00f9 h\u1ee3p v\u1edbi ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ec3 c\u00f3 c\u00e1i nh\u00ecn chi ti\u1ebft h\u01a1n v\u1ec1 <strong>l\u1eadp tr\u00ecnh chatbot<\/strong>, h\u00e3y xem x\u00e9t kh\u00e1m ph\u00e1 c\u00e1c t\u00e0i nguy\u00ean nh\u01b0 <a href=\"https:\/\/messengerbot.app\/vi\/mastering-chatbot-flow-a-comprehensive-example-and-template-for-seamless-user-interaction\/\">Lu\u1ed3ng tr\u00f2 chuy\u1ec7n chatbot<\/a> v\u00e0 <a href=\"https:\/\/messengerbot.app\/vi\/nam-vung-cong-cu-xay-dung-chatbot-mot-huong-dan-toan-dien-de-tao-ra-chatbot-hoan-hao-cua-ban-va-hieu-ve-chi-phi-tinh-nang-va-cac-tuy-chon-mien-phi\/\">H\u01b0\u1edbng d\u1eabn x\u00e2y d\u1ef1ng lu\u1ed3ng chatbot<\/a>.<\/p>\n<h2>Thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot LLM l\u00e0 g\u00ec?<\/h2>\n<p>Thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot LLM (M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn) \u0111\u1ea1i di\u1ec7n cho m\u1ed9t b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 ki\u1ebfn tr\u00fac chatbot. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, ch\u00fang ta c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c chatbot hi\u1ec3u v\u00e0 t\u1ea1o ra v\u0103n b\u1ea3n gi\u1ed1ng nh\u01b0 con ng\u01b0\u1eddi, n\u00e2ng cao t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 tr\u1ea3i nghi\u1ec7m t\u1ed5ng th\u1ec3. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y cho ph\u00e9p c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n tinh t\u1ebf h\u01a1n, l\u00e0m cho n\u00f3 tr\u1edf n\u00ean thi\u1ebft y\u1ebfu cho c\u00e1c doanh nghi\u1ec7p mu\u1ed1n c\u1ea3i thi\u1ec7n chi\u1ebfn l\u01b0\u1ee3c t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng.<\/p>\n<h3>Kh\u00e1m ph\u00e1 c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn trong ki\u1ebfn tr\u00fac chatbot<\/h3>\n<p>C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, ch\u1eb3ng h\u1ea1n nh\u01b0 nh\u1eefng m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi OpenAI v\u00e0 Google, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 x\u1eed l\u00fd v\u00e0 t\u1ea1o ra v\u0103n b\u1ea3n d\u1ef1a tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. Nh\u1eefng m\u00f4 h\u00ecnh n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng chatbot \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n t\u1ef1 nhi\u00ean v\u00e0 nh\u1eadn th\u1ee9c ng\u1eef c\u1ea3nh h\u01a1n. Ki\u1ebfn tr\u00fac c\u1ee7a c\u00e1c chatbot LLM th\u01b0\u1eddng bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLU):<\/strong> Th\u00e0nh ph\u1ea7n n\u00e0y cho ph\u00e9p chatbot hi\u1ec3u c\u00e1c \u0111\u1ea7u v\u00e0o c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, x\u00e1c \u0111\u1ecbnh \u00fd \u0111\u1ecbnh v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin li\u00ean quan.<\/li>\n<li><strong>T\u1ea1o Ph\u1ea3n H\u1ed3i:<\/strong> S\u1eed d\u1ee5ng LLM, chatbot c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c ph\u1ea3n h\u1ed3i ph\u00f9 h\u1ee3p v\u1edbi ng\u1eef c\u1ea3nh v\u00e0 m\u1ea1ch l\u1ea1c, b\u1eaft ch\u01b0\u1edbc cu\u1ed9c tr\u00f2 chuy\u1ec7n c\u1ee7a con ng\u01b0\u1eddi.<\/li>\n<li><strong>V\u00f2ng ph\u1ea3n h\u1ed3i:<\/strong> H\u1ecdc t\u1eadp li\u00ean t\u1ee5c t\u1eeb c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1ee7a chatbot theo th\u1eddi gian, th\u00edch \u1ee9ng v\u1edbi s\u1edf th\u00edch v\u00e0 s\u1eafc th\u00e1i ng\u00f4n ng\u1eef c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch tri\u1ec3n khai LLM, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng chatbot kh\u00f4ng ch\u1ec9 ph\u1ea3n h\u1ed3i ch\u00ednh x\u00e1c m\u00e0 c\u00f2n t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi d\u00f9ng trong nh\u1eefng cu\u1ed9c \u0111\u1ed1i tho\u1ea1i c\u00f3 \u00fd ngh\u0129a. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 l\u1ee3i cho c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Messenger Bot, nh\u1eb1m n\u00e2ng cao giao ti\u1ebfp k\u1ef9 thu\u1eadt s\u1ed1 th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng minh.<\/p>\n<h3>L\u1ee3i \u00edch c\u1ee7a LLM trong vi\u1ec7c n\u00e2ng cao giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng chatbot<\/h3>\n<p>Vi\u1ec7c t\u00edch h\u1ee3p LLM v\u00e0o thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot mang l\u1ea1i nhi\u1ec1u l\u1ee3i th\u1ebf \u0111\u00e1ng k\u1ec3 gi\u00fap n\u00e2ng cao giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng (UI) c\u1ee7a chatbot. M\u1ed9t s\u1ed1 l\u1ee3i \u00edch ch\u00ednh bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>T\u0103ng C\u01b0\u1eddng S\u1ef1 Tham Gia C\u1ee7a Ng\u01b0\u1eddi D\u00f9ng:<\/strong> LLM cho ph\u00e9p chatbot duy tr\u00ec ng\u1eef c\u1ea3nh trong c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n d\u00e0i h\u01a1n, d\u1eabn \u0111\u1ebfn nh\u1eefng t\u01b0\u01a1ng t\u00e1c h\u1ea5p d\u1eabn h\u01a1n gi\u1eef ch\u00e2n ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>C\u00e1 nh\u00e2n h\u00f3a:<\/strong> B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng, LLM c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh ph\u1ea3n h\u1ed3i theo s\u1edf th\u00edch c\u00e1 nh\u00e2n, t\u1ea1o ra tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a h\u01a1n ph\u00f9 h\u1ee3p v\u1edbi ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng \u0110a ng\u00f4n ng\u1eef:<\/strong> LLM c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 nhi\u1ec1u ng\u00f4n ng\u1eef, cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p ti\u1ebfp c\u1eadn m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng r\u1ed9ng h\u01a1n v\u00e0 ph\u1ee5c v\u1ee5 c\u00e1c c\u01a1 s\u1edf kh\u00e1ch h\u00e0ng \u0111a d\u1ea1ng.<\/li>\n<li><strong>Th\u1eddi gian ph\u00e1t tri\u1ec3n gi\u1ea3m:<\/strong> V\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u01b0\u1edbc, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m th\u1eddi gian cho vi\u1ec7c \u0111\u00e0o t\u1ea1o v\u00e0 tinh ch\u1ec9nh, cho ph\u00e9p tri\u1ec3n khai nhanh ch\u00f3ng c\u00e1c chatbot hi\u1ec7u qu\u1ea3.<\/li>\n<\/ul>\n<p>Nh\u1eefng l\u1ee3i \u00edch n\u00e0y khi\u1ebfn LLM tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd trong thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot, n\u00e2ng cao c\u1ea3 ch\u1ee9c n\u0103ng v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ed1i v\u1edbi nh\u1eefng ai quan t\u00e2m \u0111\u1ebfn vi\u1ec7c kh\u00e1m ph\u00e1 thi\u1ebft k\u1ebf UI chatbot s\u00e2u h\u01a1n, c\u00e1c t\u00e0i nguy\u00ean nh\u01b0 <a href=\"https:\/\/messengerbot.app\/vi\/thiet-ke-mot-giao-dien-nguoi-dung-chatbot-hieu-qua-kham-pha-cac-loai-vi-du-ui-va-thuc-tien-tot-nhat-de-nang-cao-trai-nghiem-nguoi-dung\/\">Thi\u1ebft k\u1ebf Giao di\u1ec7n Chatbot Hi\u1ec7u qu\u1ea3<\/a> v\u00e0 <a href=\"https:\/\/messengerbot.app\/vi\/lam-chu-giao-dien-chatbot-mau-thiet-ke-can-thiet-va-vi-du-ma-nguon-mo-cho-tuong-tac-nguoi-dung-tot-hon\/\">M\u1eabu thi\u1ebft k\u1ebf UI chatbot<\/a> cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft v\u00e0 v\u00ed d\u1ee5 qu\u00fd gi\u00e1.<\/p>\n<h2>C\u00e1ch chu\u1ea9n b\u1ecb cho m\u1ed9t cu\u1ed9c ph\u1ecfng v\u1ea5n thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot?<\/h2>\n<p>Chu\u1ea9n b\u1ecb cho m\u1ed9t cu\u1ed9c ph\u1ecfng v\u1ea5n thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot y\u00eau c\u1ea7u m\u1ed9t s\u1ef1 hi\u1ec3u bi\u1ebft v\u1eefng ch\u1eafc v\u1ec1 c\u1ea3 nguy\u00ean t\u1eafc k\u1ef9 thu\u1eadt v\u00e0 thi\u1ebft k\u1ebf li\u00ean quan \u0111\u1ebfn <strong>thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/strong>. S\u1ef1 chu\u1ea9n b\u1ecb n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap b\u1ea1n tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 m\u00e0 c\u00f2n ch\u1ee9ng minh chuy\u00ean m\u00f4n c\u1ee7a b\u1ea1n trong l\u0129nh v\u1ef1c n\u00e0y. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi v\u00e0 ch\u1ee7 \u0111\u1ec1 ph\u1ed5 bi\u1ebfn m\u00e0 b\u1ea1n n\u00ean s\u1eb5n s\u00e0ng th\u1ea3o lu\u1eadn:<\/p>\n<h3>C\u00e1c c\u00e2u h\u1ecfi v\u00e0 ch\u1ee7 \u0111\u1ec1 ph\u1ed5 bi\u1ebfn trong c\u00e1c cu\u1ed9c ph\u1ecfng v\u1ea5n thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng chatbot<\/h3>\n<ul>\n<li><strong>Chatbot l\u00e0 g\u00ec?<\/strong> \u2013 H\u00e3y chu\u1ea9n b\u1ecb \u0111\u1ec3 \u0111\u1ecbnh ngh\u0129a <strong>chatbots<\/strong> v\u00e0 gi\u1ea3i th\u00edch c\u00e1c ch\u1ee9c n\u0103ng c\u1ee7a ch\u00fang. Th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1c lo\u1ea1i chatbot kh\u00e1c nhau, bao g\u1ed3m h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean quy t\u1eafc v\u00e0 h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng AI.<\/li>\n<li><strong>Ki\u1ebfn tr\u00fac chatbot<\/strong> \u2013 Hi\u1ec3u v\u1ec1 <strong>ki\u1ebfn tr\u00fac chatbot<\/strong> v\u00e0 c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch c\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh, ch\u1eb3ng h\u1ea1n nh\u01b0 \u0111\u1ed9ng c\u01a1 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), d\u1ecbch v\u1ee5 backend v\u00e0 giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Thi\u1ebft k\u1ebf cu\u1ed9c tr\u00f2 chuy\u1ec7n<\/strong> \u2013 B\u1ea1n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u1ecfi v\u1ec1 c\u00e1ch thi\u1ebft k\u1ebf lu\u1ed3ng cu\u1ed9c tr\u00f2 chuy\u1ec7n c\u1ee7a chatbot. H\u00e3y s\u1eb5n s\u00e0ng th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1c k\u1ef9 thu\u1eadt \u0111\u1ec3 hi\u1ec7u qu\u1ea3 <strong>thi\u1ebft k\u1ebf cu\u1ed9c tr\u00f2 chuy\u1ec7n c\u1ee7a chatbot<\/strong> v\u00e0 t\u1ea7m quan tr\u1ecdng c\u1ee7a tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li><strong>Nguy\u00ean t\u1eafc thi\u1ebft k\u1ebf<\/strong> \u2013 L\u00e0m quen v\u1edbi c\u00e1c nguy\u00ean t\u1eafc c\u1ee7a <strong>thi\u1ebft k\u1ebf m\u1ed9t chatbot<\/strong>, bao g\u1ed3m t\u00ednh kh\u1ea3 d\u1ee5ng, kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn v\u00e0 t\u00ednh ph\u1ea3n h\u1ed3i. B\u1ea1n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u cung c\u1ea5p v\u00ed d\u1ee5 v\u1ec1 <strong>v\u00ed d\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong> c\u00e1c nguy\u00ean t\u1eafc n\u00e0y.<\/li>\n<li><strong>C\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7<\/strong> \u2013 H\u00e3y hi\u1ec3u bi\u1ebft v\u1ec1 nhi\u1ec1u lo\u1ea1i <strong>c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf chatbot<\/strong> v\u00e0 <strong>ph\u1ea7n m\u1ec1m t\u1ea1o bot<\/strong> c\u00f3 s\u1eb5n tr\u00ean th\u1ecb tr\u01b0\u1eddng, ch\u1eb3ng h\u1ea1n nh\u01b0 Messenger Bot v\u00e0 Brain Pod AI, c\u00f9ng v\u1edbi nh\u1eefng t\u00ednh n\u0103ng \u0111\u1ed9c \u0111\u00e1o c\u1ee7a ch\u00fang.<\/li>\n<\/ul>\n<h3>M\u1eb9o \u0111\u1ec3 th\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c thi\u1ebft k\u1ebf chatbot c\u1ee7a b\u1ea1n<\/h3>\n<p>\u0110\u1ec3 th\u1ec3 hi\u1ec7n hi\u1ec7u qu\u1ea3 k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n trong bu\u1ed5i ph\u1ecfng v\u1ea5n, h\u00e3y xem x\u00e9t nh\u1eefng m\u1eb9o sau:<\/p>\n<ul>\n<li><strong>Chu\u1ea9n b\u1ecb m\u1ed9t b\u1ed9 h\u1ed3 s\u01a1<\/strong> \u2013 T\u1ea1o m\u1ed9t b\u1ed9 h\u1ed3 s\u01a1 bao g\u1ed3m c\u00e1c d\u1ef1 \u00e1n tr\u01b0\u1edbc \u0111\u00e2y c\u1ee7a b\u1ea1n <strong>thi\u1ebft k\u1ebf chatbot<\/strong> Highlight vai tr\u00f2 c\u1ee7a b\u1ea1n trong t\u1eebng d\u1ef1 \u00e1n, nh\u1eefng th\u00e1ch th\u1ee9c \u0111\u00e3 g\u1eb7p ph\u1ea3i v\u00e0 c\u00e1ch b\u1ea1n v\u01b0\u1ee3t qua ch\u00fang.<\/li>\n<li><strong>Th\u1ef1c h\u00e0nh c\u00e1c th\u1eed th\u00e1ch l\u1eadp tr\u00ecnh<\/strong> \u2013 H\u00e3y s\u1eb5n s\u00e0ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c th\u1eed th\u00e1ch l\u1eadp tr\u00ecnh li\u00ean quan \u0111\u1ebfn ch\u1ee9c n\u0103ng c\u1ee7a chatbot. L\u00e0m quen v\u1edbi c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e1t tri\u1ec3n chatbot, ch\u1eb3ng h\u1ea1n nh\u01b0 JavaScript ho\u1eb7c Python.<\/li>\n<li><strong>C\u1eadp nh\u1eadt th\u00f4ng tin m\u1edbi nh\u1ea5t<\/strong> \u2013 Theo d\u00f5i nh\u1eefng xu h\u01b0\u1edbng m\u1edbi nh\u1ea5t trong <strong>UI chatbot<\/strong> v\u00e0 <strong>ki\u1ebfn tr\u00fac chatbot<\/strong>. Hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLMs), c\u00f3 th\u1ec3 mang l\u1ea1i cho b\u1ea1n l\u1ee3i th\u1ebf.<\/li>\n<li><strong>Tham gia ph\u1ecfng v\u1ea5n gi\u1ea3<\/strong> \u2013 Th\u1ef1c hi\u1ec7n c\u00e1c bu\u1ed5i ph\u1ecfng v\u1ea5n gi\u1ea3 v\u1edbi b\u1ea1n b\u00e8 ho\u1eb7c ng\u01b0\u1eddi h\u01b0\u1edbng d\u1eabn \u0111\u1ec3 luy\u1ec7n t\u1eadp di\u1ec5n \u0111\u1ea1t suy ngh\u0129 c\u1ee7a b\u1ea1n m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 t\u1ef1 tin. \u0110i\u1ec1u n\u00e0y s\u1ebd gi\u00fap b\u1ea1n tinh ch\u1ec9nh c\u00e2u tr\u1ea3 l\u1eddi v\u00e0 c\u1ea3i thi\u1ec7n k\u1ef9 n\u0103ng giao ti\u1ebfp c\u1ee7a m\u00ecnh.<\/li>\n<li><strong>Ch\u1ee9ng minh k\u1ef9 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1<\/strong> \u2013 H\u00e3y chu\u1ea9n b\u1ecb \u0111\u1ec3 th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1ch b\u1ea1n ti\u1ebfp c\u1eadn vi\u1ec7c gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 trong thi\u1ebft k\u1ebf chatbot. S\u1eed d\u1ee5ng c\u00e1c v\u00ed d\u1ee5 th\u1ef1c t\u1ebf \u0111\u1ec3 minh h\u1ecda quy tr\u00ecnh suy ngh\u0129 v\u00e0 quy\u1ebft \u0111\u1ecbnh c\u1ee7a b\u1ea1n.<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/vi\/mastering-chatbot-system-design-a-comprehensive-guide-to-creating-effective-chatbot-user-interfaces-and-conversations\/\" data-essbisPostTitle=\"Mastering Chatbot System Design: A Comprehensive Guide to Creating Effective Chatbot User Interfaces and Conversations\" data-essbisHoverContainer=\"\"><p>Key Takeaways Understanding chatbot system design is essential for creating effective user interfaces and enhancing customer engagement. Implementing key chatbot design principles ensures a user-friendly experience that meets user needs and expectations. Utilizing conversation design tools streamlines the process of creating engaging chatbot conversation flows. Choosing the right chatbot design tools is crucial for developing [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":254489,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-254490","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts\/254490","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/comments?post=254490"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts\/254490\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/media\/254489"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/media?parent=254490"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/categories?post=254490"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/tags?post=254490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}