{"id":14106,"date":"2026-08-10T11:09:02","date_gmt":"2026-08-10T11:09:02","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-generative-ai-with-context-rag-cag-kag-applications-2025-12\/"},"modified":"2026-08-10T11:09:02","modified_gmt":"2026-08-10T11:09:02","slug":"udemy-generative-ai-with-context-rag-cag-kag-applications-2025-12","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-generative-ai-with-context-rag-cag-kag-applications-2025-12\/","title":{"rendered":"Udemy \u2013 Generative AI with Context: RAG, CAG &#038; KAG Applications 2025-12"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Description<\/h2>\n<p dir=\"ltr\">Generative AI with Context: RAG, CAG &amp; KAG Applications is a course on basing outputs on structured, relevant, and trusted information published by Udemy Online Academy. Generative AI with Context: RAG, CAG, and KAG Applications focuses on building intelligent AI systems that go beyond generic responses by basing outputs on structured, relevant, and trusted information. This course explores how contextual techniques such as retrieval-based additive manufacturing, context-based additive manufacturing, and knowledge-based additive manufacturing improve accuracy, relevance, and reliability in real-world AI applications. Learners will gain a clear understanding of how to design, integrate, and deploy these approaches to create scalable, context-aware AI solutions for research, enterprise systems, and production environments.<\/p>\n<p dir=\"ltr\">Artificial intelligence is evolving rapidly and is the next frontier in the field. Models that can understand, retrieve, and reason with the right information at the right time are not only more accurate, but also smarter, more reliable, and closer to human intelligence. This course, Text-Aware AI, is designed to give you the skills and confidence to build these systems. By the end, you\u2019ll not only understand how text-aware AI works, but you\u2019ll have built workflows that you can adapt to your own projects, whether you\u2019re developing smarter chatbots, enterprise search tools, or advanced reasoning systems.<\/p>\n<h3 dir=\"ltr\">What you will learn in Generative AI with Context: RAG, CAG &amp; KAG Applications:<\/h3>\n<ul dir=\"ltr\">\n<li>Build context-aware AI pipelines using Retrieval Augmented Generation (RAG), Cache Augmented Generation (CAG), and Knowledge Augmented Generation (KAG).<\/li>\n<li>Apply semantic search and embeddings to connect models to external knowledge sources for more accurate answers.<\/li>\n<li>Optimize AI performance with caching strategies that reduce redundancy and improve efficiency in real-world applications. \u2013 Use knowledge graphs to build.<\/li>\n<li>Use knowledge graphs for structured reasoning and enable AI systems to extract entities, facts, and relationships.<\/li>\n<li>Debug and refine AI workflows step-by-step, gain confidence in troubleshooting, and improve pipeline reliability.<\/li>\n<li>And\u2026<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Course specifications<\/h3>\n<p dir=\"ltr\">Publisher: <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/generative-ai-with-context-rag-cag-kag-applications\/?couponCode=CP250105G2\" target=\"_blank\" rel=\"noopener\"> Udemy <\/a><br \/>Instructors: <a dir=\"ltr\" style=\"text-align: right\" href=\"https:\/\/downloadly.net\/tag\/Navid-Shirzadi-Ph-D\/\" target=\"_blank\" rel=\"noopener\">Navid Shirzadi, Ph.D.<\/a><br \/>Language: English<br \/>Level: Introductory to Advanced<br \/>Number of Lessons: 41<br \/>Duration: 8 hours and 28 minutes<\/p>\n<h3 dir=\"ltr\">Course topics<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1030626\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/01\/Generative-AI-with-Context-RAG-CAG-KAG-Applications-Co.png\" alt=\"Generative AI with Context RAG, CAG &amp; KAG Applications Content\" width=\"709\" height=\"533\"><\/p>\n<h3 dir=\"ltr\">Generative AI with Context: RAG, CAG &amp; KAG Applications Prerequisites<\/h3>\n<p dir=\"ltr\">This course is designed to be accessible, even if you\u2019re new to context\u2011aware AI. There are no strict prerequisites, but having some basic familiarity with programming and machine learning will make the journey smoother.<br \/>Programming Skills: A beginner\u2011level understanding of Python is helpful, since all hands\u2011on projects are built in Python.<br \/>If you\u2019re a complete beginner, don\u2019t worry \u2013 the course is structured to guide you through installations, setup, and every workflow with clear explanations and exercises. The goal is to lower barriers and make advanced AI concepts approachable, so you can focus on learning and building.<\/p>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1030627\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/01\/Generative-AI-with-Context-RAG-CAG-KAG-Applications-.png\" alt=\"Generative AI with Context RAG, CAG &amp; KAG Applications\" width=\"699\" height=\"281\"><\/p>\n<h3 dir=\"ltr\">Generative AI with Context: RAG, CAG &amp; KAG Applications introduction video<\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-190763-1\"><video class=\"wp-video-shortcode\" id=\"video-190763-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_with_Context_RAG_CAG_KAG_Applications_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_with_Context_RAG_CAG_KAG_Applications_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_with_Context_RAG_CAG_KAG_Applications_Downloadly.ir.mp4?nocache=1786177425109\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_with_Context_RAG_CAG_KAG_Applications_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 dir=\"ltr\"><span class=\"notranslate\">Installation guide<\/span><\/h3>\n<p dir=\"ltr\">After Extract, watch with your favorite Player.<\/p>\n<p dir=\"ltr\">Subtitle: None<\/p>\n<p dir=\"ltr\">Quality: 1080p<\/p>\n<h3 dir=\"ltr\">Downloadly link<\/h3>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Generative_AI_with_Context_RAG_CAG_KAG_Applications_2025-12.part1_Downloadly.ir.rar?nocache=1786177424\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Generative_AI_with_Context_RAG_CAG_KAG_Applications_2025-12.part2_Downloadly.ir.rar?nocache=1786177424\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Generative_AI_with_Context_RAG_CAG_KAG_Applications_2025-12.part3_Downloadly.ir.rar?nocache=1786177424\">Download Part 3 \u2013 1.5 GB<\/a><\/p>\n<h3 dir=\"ltr\">Rapidgator link<\/h3>\n<p><a href=\"https:\/\/rapidgator.net\/file\/f8b278d19d7fdf9e6a1fa729feb29a37\/Udemy_Generative_AI_with_Context_RAG_CAG_KAG_Applications_2025-12.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/dbd583cbdc93a2cbe691d5a4aad5543b\/Udemy_Generative_AI_with_Context_RAG_CAG_KAG_Applications_2025-12.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/8771552bdd19d5e5eaecbdbf54ddf8d5\/Udemy_Generative_AI_with_Context_RAG_CAG_KAG_Applications_2025-12.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 1.5 GB<\/a><\/p>\n<h5 dir=\"ltr\">File password (s): <a>www.downloadly.ir<\/a><\/h5>\n<h3 dir=\"ltr\">Size<\/h3>\n<p dir=\"ltr\">5.5 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Generative AI with Context: RAG, CAG &amp; KAG Applications is a course on basing outputs on structured, relevant, and trusted information published<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[115048,115049,115050,115051,59740,115052,115053,115054,115055],"class_list":["post-14106","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-generative-ai-with-context-rag-cag-kag-applications","dgi_tag-generative-ai-with-context-rag-cag-kag-applications-download","dgi_tag-generative-ai-with-context-rag-cag-kag-applications-free","dgi_tag-generative-ai-with-context-rag-cag-kag-applications-free-download","dgi_tag-navid-shirzadi-ph-d","dgi_tag-udemy-generative-ai-with-context-rag-cag-kag-applications","dgi_tag-udemy-generative-ai-with-context-rag-cag-kag-applications-download","dgi_tag-udemy-generative-ai-with-context-rag-cag-kag-applications-free","dgi_tag-udemy-generative-ai-with-context-rag-cag-kag-applications-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14106","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14106\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=14106"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=14106"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=14106"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}