{"id":12087,"date":"2026-08-10T10:40:58","date_gmt":"2026-08-10T10:40:58","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/prompt-engineering-rag-beyond-basics-2025-9\/"},"modified":"2026-08-10T10:40:58","modified_gmt":"2026-08-10T10:40:58","slug":"prompt-engineering-rag-beyond-basics-2025-9","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/prompt-engineering-rag-beyond-basics-2025-9\/","title":{"rendered":"Prompt Engineering \u2013 RAG: Beyond Basics 2025-9"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2>Descriptions<\/h2>\n<p>RAG: Beyond Basics, The RAG: Beyond Basics course is designed to teach students how to build robust Chat with Documents applications using advanced Retrieval Augmented Generation (RAG) techniques and the latest Large Language Models (LLMs). The course covers both the theory and hands-on coding, starting with the basics of RAG pipelines and advancing to more complex techniques. No prior knowledge of RAG or Python is required, making this course accessible to SaaS founders, developers, and executives looking to upskill. By the end of the course, students will have a working RAG pipeline they can call their own.<\/p>\n<h3>What you\u2019ll learn<\/h3>\n<ul>\n<li>Leveling up with re-ranking strategies, query expansion, and more<\/li>\n<li>Using both proprietary and local models for building RAG systems<\/li>\n<li>Building a vanilla RAG setup and advancing to advanced techniques<\/li>\n<li>Hands-on coding sessions using cool tools like LangChain and Streamlit<\/li>\n<\/ul>\n<h3>Specificatoin of RAG: Beyond Basics<\/h3>\n<ul>\n<li>Publisher : <a href=\"https:\/\/href.li\/?https:\/\/prompt-s-site.thinkific.com\/courses\/rag\" target=\"_blank\" rel=\"noopener\">Prompt Engineering<\/a><\/li>\n<li>Teacher : <a href=\"https:\/\/downloadlynet.ir\/tag\/prompt-engineering\">Prompt Engineering<\/a><\/li>\n<li>Language : English<\/li>\n<li>Level : All Levels<\/li>\n<li>Number of Course : 27<\/li>\n<li>Duration : 2 hours and 40 minutes<\/li>\n<\/ul>\n<h3>Content of RAG: Beyond Basics<\/h3>\n<p>1 What is RAG Why we NEED it<br \/>2 Setting up Virtual Environment<br \/>3 Setting Up API Keys<br \/>4 Deep Dive into RAG Pipeline Structure<br \/>5 Demystifying Embedding Models and Vector Storage<br \/>6 Google Colab Setup<br \/>7 End-to-End RAG Pipeline \u2013 Code Time<br \/>8 End-to-End RAG Pipeline \u2013 Code Time<br \/>9 How Chunking Works<br \/>10 Focus on Parsing than Chunking<br \/>11 Chunk Size as Function of Text Embedding Models<br \/>12 The Retrieval in RAG<br \/>13 Putting Everything Together \u2013 1st Iteration of RAG<br \/>14 RAG Advanced Techniques<br \/>15 Improving RAG with Re-ranking for Precise Information Retrieval \u2013 Part 1<br \/>16 Re-Ranking with GPT-4, ColBERT, and Cohere<br \/>17 Improving Information Retrieval with Query Expansion using LLMs<br \/>18 Enhancing Search with Hypothetical Documents Embedding Technique<br \/>19 Enhancing Document Retrieval with Ensemble Techniques<br \/>20 Hierarchical Chunking \u2013 Exploring the Parent Document Retriever<br \/>21 From Notebook to working Scripts<br \/>22 Creating Streamlit UI App<br \/>23 Private and local Chat with PDFs<br \/>24 The Recap<br \/>25 Contextual Retrieval \u2013 Adding Context to Your Chunks<br \/>26 Contextual Retrieval \u2013 Implementation<br \/>27 Multimodal RAG \u2013 Working with Images and Tables<\/p>\n<h3>Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1005489\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/09\/RAG_-Beyond-Basics.d.jpeg\" alt=\"RAG_ Beyond Basics\" width=\"1060\" height=\"206\"><\/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-175418-1\"><video class=\"wp-video-shortcode\" id=\"video-175418-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/RAG_Beyond_Basics_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/RAG_Beyond_Basics_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/RAG_Beyond_Basics_Downloadly.ir.mp4?nocache=1786142542422\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/RAG_Beyond_Basics_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 : Not Available<\/p>\n<p>Quality: 1126p<\/p>\n<h3>Download Links<\/h3>\n<h4><strong>Downloadly<\/strong><\/h4>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Prompt_Engineering_RAG_Beyond_Basics_2025-9_Downloadly.ir.rar?nocache=1786142540\">Download Course \u2013 505 MB<\/a><\/p>\n<h4><strong>Rapidgator<\/strong><\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/c9cdf44a5c4611fbe390e6c1250988b9\/Prompt_Engineering_RAG_Beyond_Basics_2025-9_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Course \u2013 505 MB<\/a><\/p>\n<h5>Password file(s): <a>www.downloadly.ir<\/a><\/h5>\n<h3>File size<\/h3>\n<p>505 MB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Descriptions RAG: Beyond Basics, The RAG: Beyond Basics course is designed to teach students how to build robust Chat with Documents applications using advanced<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[100137,100138,100139,100140,100141,100142,100143,100144,100145],"class_list":["post-12087","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-download-rag-beyond-basics","dgi_tag-free-download-rag-beyond-basics","dgi_tag-free-rag-beyond-basics","dgi_tag-prompt-engineering","dgi_tag-prompt-engineering-rag-beyond-basics","dgi_tag-rag-beyond-basics","dgi_tag-rag-beyond-basics-download","dgi_tag-rag-beyond-basics-free","dgi_tag-rag-beyond-basics-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/12087","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\/12087\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=12087"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=12087"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=12087"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}