{"id":14212,"date":"2026-08-10T11:10:35","date_gmt":"2026-08-10T11:10:35","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-vector-databases-llms-build-ai-systems-with-demos-2025-10\/"},"modified":"2026-08-10T11:10:35","modified_gmt":"2026-08-10T11:10:35","slug":"udemy-vector-databases-llms-build-ai-systems-with-demos-2025-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-vector-databases-llms-build-ai-systems-with-demos-2025-10\/","title":{"rendered":"Udemy \u2013 Vector Databases &#038; LLMs: Build AI Systems with Demos 2025-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Vector Databases &amp; LLMs: Build AI Systems with Demos. This specialized course teaches how to combine vector databases and large language models to create advanced and scalable AI systems. By providing practical and market-required skills, the course empowers participants to build intelligent, efficient applications that can be used in real-world business scenarios. The course begins with the fundamental concepts of vector databases and fully explains their structural differences from traditional relational databases, the method of storing high-dimensional vectors, and the key role of this technology in semantic search, intelligent chatbots, recommender systems, and content-aware applications. The next step is to teach the process of integrating large language models such as GPT with these databases to build systems that understand user intent and meaning. Throughout the course, work with common tools such as ChromaDB, Pinecone, and LangChain is presented along with practical implementations of concepts such as basic operations (CRUD), data modeling, similarity search, and retrieval and generation architecture (RAG). The final section focuses on engineering considerations such as scalability, performance optimization, security, and privacy to ensure that the designed systems are ready for deployment in practical environments.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-path-to-node=\"8\"><span dir=\"auto\" style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-path-to-node=\"9,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Understand the nature of vector databases and their key differences from traditional data management systems.<\/span><\/li>\n<li data-path-to-node=\"9,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Learn how large language models can improve information retrieval, reasoning, and personalization.<\/span><\/li>\n<li data-path-to-node=\"9,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">How to perform basic CRUD operations and run similarity-based searches in vector databases.<\/span><\/li>\n<li data-path-to-node=\"9,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Implementing advanced scalability, caching, and system performance optimization techniques.<\/span><\/li>\n<li data-path-to-node=\"9,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Ensuring security, privacy, and compliance with legal standards in AI-based data systems.<\/span><\/li>\n<li data-path-to-node=\"9,5,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Design and deploy semantic search engines and intelligent assistants using the RAG workflow.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-path-to-node=\"11\"><span dir=\"auto\" style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-path-to-node=\"12,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Those interested in the field of artificial intelligence and machine learning who intend to specialize in vector search.<\/span><\/li>\n<li data-path-to-node=\"12,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Developers looking to build applications powered by large language models, such as search engines and chatbots.<\/span><\/li>\n<li data-path-to-node=\"12,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Data engineers and database professionals who want to upgrade their knowledge from legacy systems to new AI technologies.<\/span><\/li>\n<li data-path-to-node=\"12,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Students and researchers working in the fields of information retrieval and semantic artificial intelligence.<\/span><\/li>\n<li data-path-to-node=\"12,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Technology entrepreneurs who want to implement smart and scalable systems in their business.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-path-to-node=\"14\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-path-to-node=\"15,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/vector-database-using-llm-with-demo\/?couponCode=CP250105G2#instructor-1\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/tech-jedi\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Tech Jedi<\/span><\/a><\/li>\n<li data-path-to-node=\"15,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li data-path-to-node=\"15,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 2 hours and 52 minutes<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Number of lessons: 40<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1030523 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/01\/Vector-Databases-LLMs-Build-AI-Systems-with-Demos-1.png\" alt=\"Vector Databases &amp; LLMs: Build AI Systems with Demos\" width=\"886\" height=\"606\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Prerequisites for the Vector Databases &amp; LLMs: Build AI Systems with Demos course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">No prior experience with vector databases or LLMs is required \u2014 this course starts from the basics.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Basic understanding of databases or data structures is helpful but not mandatory.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Familiarity with Python programming will be useful for hands-on demos and examples.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Access to a computer with internet connection to install required tools and follow along with exercises.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1030524 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/01\/Vector-Databases-LLMs-Build-AI-Systems-with-Demos.png\" alt=\"Vector Databases &amp; LLMs: Build AI Systems with Demos\" width=\"858\" height=\"417\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Sample course video<\/span><\/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-191729-1\"><video class=\"wp-video-shortcode\" id=\"video-191729-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_Downloadly.ir.mp4?nocache=1786177687611\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_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<div dir=\"ltr\" style=\"text-align: left\">\n<h4><span dir=\"auto\" style=\"vertical-align: inherit\">Installation Guide<\/span><\/h4>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Subtitles: None<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<h4 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Downloadly<\/span><\/h4>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_2025-10.part1_Downloadly.ir.rar?nocache=1786177686\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_2025-10.part2_Downloadly.ir.rar?nocache=1786177686\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 2 \u2013 860 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/c753e52768efd39dc917547ff7e80558\/Udemy_Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_2025-10.part1_Downloadly.ir.rar.html\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/acfa9eba9cebe4b811240c2521a39fff\/Udemy_Vector_Databases_And_LLMs_Build_AI_Systems_with_Demos_2025-10.part2_Downloadly.ir.rar.html\">Download Part 2 \u2013 860 MB<\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">1.8 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Vector Databases &amp; LLMs: Build AI Systems with Demos. This specialized course teaches how to combine vector databases and large language models <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[115916,115917,115918,115919,115920,76083],"class_list":["post-14212","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-vector-databases-llms-build-ai-systems-with-demos","dgi_tag-download-course-vector-databases-llms-build-ai-systems-with-demos","dgi_tag-download-vector-databases-llms-build-ai-systems-with-demos","dgi_tag-free-download-vector-databases-llms-build-ai-systems-with-demos","dgi_tag-free-vector-databases-llms-build-ai-systems-with-demos","dgi_tag-tech-jedi"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14212","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\/14212\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=14212"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=14212"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=14212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}