{"id":95698,"date":"2024-10-11T18:12:59","date_gmt":"2024-10-11T18:12:59","guid":{"rendered":"https:\/\/business-staging.udemy.com\/learning-path\/genai-on-azure-2\/"},"modified":"2025-06-24T18:04:50","modified_gmt":"2025-06-24T18:04:50","slug":"genai-on-azure-2","status":"publish","type":"learning-path","link":"https:\/\/business-staging.udemy.com\/vi\/learning-path\/genai-on-azure-2\/","title":{"rendered":"AI tr\u00ean Azure: LLM, M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng v\u00e0 T\u00e1c nh\u00e2n"},"featured_media":0,"template":"","meta":{"_acf_changed":false,"_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","jv_blocks_editor_width":"","_genesis_block_theme_hide_title":false},"class_list":["post-95698","learning-path","type-learning-path","status-publish","hentry","post","without-featured-image"],"acf":{"best_for":false,"skills":[{"skill":"Ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng Azure LLM"},{"skill":"T\u00edch h\u1ee3p LangChain tr\u00ean Azure"},{"skill":"S\u1eed d\u1ee5ng Azure OpenAI v\u00e0 AI t\u1ea1o sinh"},{"skill":"K\u1ef9 thu\u1eadt t\u1ea1o l\u1ec7nh v\u00e0 ph\u1ed1i h\u1ee3p"},{"skill":"T\u1ed1i \u01b0u h\u00f3a t\u0103ng c\u01b0\u1eddng truy xu\u1ea5t (RAG)"},{"skill":"Quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a Azure AI Studio (Foundry)"},{"skill":"Ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai t\u00e1c nh\u00e2n AI"},{"skill":"Azure SDK gi\u00fap th\u00e0nh th\u1ea1o Python"},{"skill":"Container h\u00f3a v\u00e0 tri\u1ec3n khai \u0111\u00e1m m\u00e2y"},{"skill":"B\u1ea3o m\u1eadt v\u00e0 tri\u1ec3n khai AI c\u00f3 tr\u00e1ch nhi\u1ec7m"},{"skill":"X\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng AI \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u00e0 th\u1ef1c t\u1ebf"}],"title":"AI tr\u00ean Azure: LLM, M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng v\u00e0 T\u00e1c nh\u00e2n ","heading_paragraph":"

L\u1ed9 tr\u00ecnh kh\u1edfi \u0111\u1ed9ng n\u00e0y kh\u00e1m ph\u00e1 GenAI tr\u00ean Azure, bao g\u1ed3m t\u00edch h\u1ee3p LangChain, Azure OpenAI, Azure AI Foundry (AI Studio) v\u00e0 Azure AI Agent Service. H\u1ecdc vi\u00ean s\u1ebd x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng LLM c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, t\u1eadn d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 AI nh\u1eadn th\u1ee9c v\u00e0 AI t\u1ea1o sinh c\u1ee7a Azure, ph\u1ed1i h\u1ee3p lu\u1ed3ng l\u1ec7nh, tri\u1ec3n khai RAG v\u00e0 tri\u1ec3n khai c\u00e1c t\u00e1c nh\u00e2n AI b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 SDK Azure ti\u00ean ti\u1ebfn, \u0111\u1ed3ng th\u1eddi gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt, AI c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 c\u00e1c t\u00ecnh hu\u1ed1ng tri\u1ec3n khai th\u1ef1c t\u1ebf.<\/p>\n","description_paragraph":"

M\u1ee5c ti\u00eau h\u1ecdc t\u1eadp<\/h3>\n
    \n
  1. Ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng LLM c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng tr\u00ean Azure b\u1eb1ng LangChain, Azure Cognitive Search, Blob Storage v\u00e0 PgVector.<\/li>\n
  2. S\u1eed d\u1ee5ng Azure OpenAI v\u00e0 Azure AI Studio (Foundry) cho AI t\u1ea1o sinh v\u00e0 AI d\u1ef1 \u0111o\u00e1n, bao g\u1ed3m k\u1ef9 thu\u1eadt t\u1ea1o l\u1ec7nh, RAG v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c.<\/li>\n
  3. Tri\u1ec3n khai, \u0111\u00e1nh gi\u00e1 v\u00e0 b\u1ea3o m\u1eadt c\u00e1c gi\u1ea3i ph\u00e1p AI v\u1edbi t\u00ednh n\u0103ng an to\u00e0n n\u1ed9i dung, c\u00e1c ho\u1ea1t \u0111\u1ed9ng AI c\u00f3 tr\u00e1ch nhi\u1ec7m c\u1ee7a Azure v\u00e0 c\u00e1c bi\u1ec7n ph\u00e1p ki\u1ec3m so\u00e1t truy c\u1eadp v\u00e0 x\u00e1c th\u1ef1c m\u1ea1nh m\u1ebd.<\/li>\n
  4. X\u00e2y d\u1ef1ng, s\u1eafp x\u1ebfp v\u00e0 tri\u1ec3n khai c\u00e1c t\u00e1c nh\u00e2n AI b\u1eb1ng Azure AI Agent Service, t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 g\u1ecdi h\u00e0m, di\u1ec5n gi\u1ea3i m\u00e3, OpenAPI v\u00e0 ki\u1ebfn th\u1ee9c.<\/li>\n
  5. \u00c1p d\u1ee5ng Azure SDK v\u00e0 quy tr\u00ecnh tri\u1ec3n khai \u0111\u00e1m m\u00e2y \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a, ch\u1ee9a v\u00e0 qu\u1ea3n l\u00fd c\u00e1c d\u1ef1 \u00e1n AI cho c\u00e1c t\u00ecnh hu\u1ed1ng kinh doanh th\u1ef1c t\u1ebf.<\/li>\n<\/ol>\n

    \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/h3>\n

    L\u1ed9 tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u00e0nh cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI, k\u1ef9 s\u01b0 \u0111\u00e1m m\u00e2y, nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 chuy\u00ean gia k\u1ef9 thu\u1eadt mu\u1ed1n th\u00e0nh th\u1ea1o AI t\u1ea1o sinh v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean t\u00e1c nh\u00e2n tr\u00ean Microsoft Azure. L\u1ed9 tr\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng ng\u01b0\u1eddi c\u00f3 k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh c\u01a1 b\u1ea3n mu\u1ed1n c\u00f3 kinh nghi\u1ec7m th\u1ef1c t\u1ebf trong vi\u1ec7c x\u00e2y d\u1ef1ng, tri\u1ec3n khai v\u00e0 b\u1ea3o m\u1eadt c\u00e1c \u1ee9ng d\u1ee5ng AI ti\u00ean ti\u1ebfn trong m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p.<\/p>\n","category":"Chuy\u00ean gia k\u1ef9 thu\u1eadt"},"yoast_head":"\nAI tr\u00ean Azure: LLM, M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng v\u00e0 T\u00e1c nh\u00e2n - Udemy Business<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI tr\u00ean Azure: LLM, M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng v\u00e0 T\u00e1c nh\u00e2n\" \/>\n<meta property=\"og:url\" content=\"https:\/\/business-staging.udemy.com\/vi\/learning-path\/genai-on-azure-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Udemy Business\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/udemy\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-24T18:04:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/business-staging.udemy.com\/wp-content\/uploads\/2023\/06\/udemy-business-organic-social-share-1200x630-refresh-2.png.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@udemy\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/vi\\\/learning-path\\\/genai-on-azure-2\\\/\",\"url\":\"https:\\\/\\\/business-staging.udemy.com\\\/vi\\\/learning-path\\\/genai-on-azure-2\\\/\",\"name\":\"AI tr\u00ean Azure: LLM, M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng v\u00e0 T\u00e1c nh\u00e2n - 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