{"id":13509,"date":"2026-08-10T11:00:15","date_gmt":"2026-08-10T11:00:15","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps-2025-10\/"},"modified":"2026-08-10T11:00:15","modified_gmt":"2026-08-10T11:00:15","slug":"udemy-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps-2025-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps-2025-10\/","title":{"rendered":"Udemy \u2013 Complete RAG Bootcamp: Build, Optimize, and Deploy AI Apps 2025-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2>Descriptions<\/h2>\n<p>Complete RAG Bootcamp: Build, Optimize, and Deploy AI Apps, This course contains the use of artificial intelligence<br \/>Unlock the full potential of Retrieval-Augmented Generation (RAG) \u2013 the framework behind today\u2019s most accurate, data-aware AI systems. This comprehensive bootcamp takes you from the fundamentals of RAG architecture to enterprise-level deployment, combining theory, hands-on projects, and real-world use cases. You\u2019ll learn how to build powerful AI applications that go beyond simple chatbots, integrating vector databases, document retrievers, and large language models (LLMs) to deliver factual, explainable, and context-grounded responses. The course covers building RAG pipelines from scratch using LangChain, LlamaIndex, and FAISS, implementing hybrid search (keyword + vector) for smarter retrieval, creating multi-modal RAG systems that process text, images, and PDFs, and building agentic RAG workflows where intelligent agents plan, retrieve, and reason autonomously. You\u2019ll optimize RAG performance with prompt tuning, top-k selection, and similarity thresholds, add security, compliance, and role-based governance to enterprise RAG pipelines, and integrate RAG into real-world workflows like Slack, Power BI, and Notion. The course also teaches deploying complete front-end and back-end RAG systems using Streamlit and FastAPI, and designing evaluation metrics (semantic similarity, precision, recall) to measure retrieval quality. Each section includes interactive labs and Jupyter notebooks covering RAG foundations, LangChain integration, performance optimization, deployment, and enterprise use cases in finance, healthcare, aviation, and legal systems. By the end of this course, you\u2019ll confidently design, implement, and deploy end-to-end RAG systems, combining the power of LLMs with enterprise data for smarter, explainable, and production-ready AI applications.<\/p>\n<h3>What you\u2019ll learn<\/h3>\n<ul>\n<li>Design and Build a Retrieval-Augmented Generation (RAG) System Understand how to integrate large language models (LLMs) with retrieval pipelines<\/li>\n<li>Implement Embeddings and Vector Databases for Semantic Search Learn how to generate and store embeddings using tools like OpenAI, ChromaDB, or Pinecone<\/li>\n<li>Develop an End-to-End AI Knowledge Assistant Build and deploy a functional AI chatbot using frameworks like LangChain, Streamlit, and FastAPI<\/li>\n<li>Evaluate and Optimize AI Performance Metrics Measure your assistant\u2019s accuracy, relevance, and user experience using key performance metrics<\/li>\n<\/ul>\n<h3>Who this course is for<\/h3>\n<ul>\n<li>Developers and Programmers who want to integrate Large Language Models (LLMs) with real-time data, APIs, and enterprise workflows.<\/li>\n<li>Data Scientists and Machine Learning Enthusiasts looking to master embeddings, vector databases, and semantic search for practical AI deployment.<\/li>\n<li>AI\/ML Students and Researchers eager to build a complete RAG-based knowledge assistant project to strengthen their portfolio or academic work.<\/li>\n<li>Educators and Knowledge Managers interested in automating information retrieval, FAQs, and content summarization within organizations<\/li>\n<li>Entrepreneurs and Innovators aiming to create AI assistants for business domains \u2013 from healthcare to finance, support, or education.<\/li>\n<\/ul>\n<h3>Specificatoin of Complete RAG Bootcamp: Build, Optimize, and Deploy AI Apps<\/h3>\n<ul>\n<li>Publisher : <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/complete-rag-bootcamp-build-optimize-and-deploy-ai-apps\/\" target=\"_blank\" rel=\"noopener\">Udemy<\/a><\/li>\n<li>Teacher : <a href=\"https:\/\/downloadlynet.ir\/tag\/data-science-academy\">Data Science Academy<\/a> , <a href=\"https:\/\/downloadlynet.ir\/tag\/school-of-ai\">School of AI<\/a><\/li>\n<li>Language : English<\/li>\n<li>Level : Beginner<\/li>\n<li>Duration : 6 hours and 31 minutes<\/li>\n<\/ul>\n<h3>Content of Complete RAG Bootcamp: Build, Optimize, and Deploy AI Apps<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1022627\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/11\/Complete-RAG-Bootcamp_-Build-Optimize-and-Deploy-AI-Apps.c.jpeg\" alt=\"Complete RAG Bootcamp_ Build, Optimize, and Deploy AI Apps\" width=\"705\" height=\"587\"><\/p>\n<h3>Requirements<\/h3>\n<ul dir=\"ltr\">\n<li>Basic Python Programming Skills Familiarity with Python syntax and libraries (like pandas, requests, or json) will make it easier to follow along with code demonstrations.<\/li>\n<li>Curiosity About AI and LLMs A foundational understanding of how Large Language Models (LLMs) like ChatGPT or Llama work conceptually will be helpful, but not mandatory everything is explained in simple terms.<\/li>\n<li>Access to a Computer with Internet You\u2019ll need a computer capable of running Python and Jupyter notebooks or VS Code, plus an internet connection to install packages and access APIs.<\/li>\n<li>Free or Trial Accounts for Tools Some hands-on labs will use free-tier APIs or tools such as OpenAI, LangChain, ChromaDB, and Streamlit&nbsp; setup instructions are provided in the course.<\/li>\n<\/ul>\n<h3>Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1022628\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/11\/Complete-RAG-Bootcamp_-Build-Optimize-and-Deploy-AI-Apps.d.jpeg\" alt=\"Complete RAG Bootcamp_ Build, Optimize, and Deploy AI Apps\" width=\"705\" height=\"286\"><\/p>\n<h3>Sample Clip<\/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-186335-1\"><video class=\"wp-video-shortcode\" id=\"video-186335-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_RAG_Bootcamp__Build_Optimize_and_Deploy_AI_Apps_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_RAG_Bootcamp__Build_Optimize_and_Deploy_AI_Apps_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_RAG_Bootcamp__Build_Optimize_and_Deploy_AI_Apps_Downloadly.ir.mp4?nocache=1786175811939\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_RAG_Bootcamp__Build_Optimize_and_Deploy_AI_Apps_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>Installation Guide<\/h3>\n<p>Extract the files and watch with your favorite player<\/p>\n<p>Subtitle : English<\/p>\n<p>Quality: 720p<\/p>\n<h3>Download Links<\/h3>\n<p><strong>Downloadly<\/strong><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part1.rar?nocache=1786175811\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part2.rar?nocache=1786175811\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part3.rar?nocache=1786175811\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part4.rar?nocache=1786175811\" target=\"_blank\" rel=\"noopener\">Download Part 4 \u2013 683 MB<\/a><\/p>\n<p><strong>Rapidgator<\/strong><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/02115e295d37842c7755c1323bc51263\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part1.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/65717041da5cb75e893dc0580ce36b20\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part2.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/8ce3f129a3f27a5bb686c73412a5b26c\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part3.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/18e202361526df2fe93af5e982e84ba2\/Udemy_Complete_RAG_Bootcamp_Build_Optimize_and_Deploy_AI_Apps_2025-10_Downloadly.ir.part4.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 4 \u2013 683 MB<\/a><\/p>\n<h5>Password file(s): <a>www.downloadly.ir<\/a><\/h5>\n<h3>File size<\/h3>\n<p>3.66 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Descriptions Complete RAG Bootcamp: Build, Optimize, and Deploy AI Apps, This course contains the use of artificial intelligenceUnlock the full potential of Ret<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[110542,110543,110544,110545,64872,110546,110547,110548,99857,110549],"class_list":["post-13509","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps","dgi_tag-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps-download","dgi_tag-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps-free","dgi_tag-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps-free-download","dgi_tag-data-science-academy","dgi_tag-download-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps","dgi_tag-free-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps","dgi_tag-free-download-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps","dgi_tag-school-of-ai","dgi_tag-udemy-complete-rag-bootcamp-build-optimize-and-deploy-ai-apps"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/13509","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\/13509\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=13509"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=13509"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=13509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}