{"id":7223,"date":"2026-08-10T09:41:54","date_gmt":"2026-08-10T09:41:54","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag-2024-10\/"},"modified":"2026-08-10T09:41:54","modified_gmt":"2026-08-10T09:41:54","slug":"udemy-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag-2024-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag-2024-10\/","title":{"rendered":"Udemy \u2013 Advance RAG : Vector to Graph RAG Neo4j Adaptive AutoGen RAG 2024-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"5:1-5:619\"><span style=\"vertical-align: inherit\">Advance RAG course: Vector to Graph RAG Neo4j Adaptive AutoGen RAG. In this course, you will learn how to master Retrieval Augmented Generation (RAG), an advanced artificial intelligence technique that combines retrieval-based methods with generative models. This course is designed for developers, data scientists, AI enthusiasts, quality engineers, students who want to build practical applications using RAG, from a simple chatbot based on vector RAG to advanced chatbot with Graph RAG and self-reflective RAG. You will explore the theoretical principles, practical implementation and real-world use cases of RAG. At the end of this course, you will have the skills to create RAG-based AI applications.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"7:1-7:39\"><span style=\"vertical-align: inherit\">What you will learn in this course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-21:0\">\n<li data-sourcepos=\"9:1-9:94\"><span style=\"vertical-align: inherit\">Basics of RAG (Retrieval Augmented Generation) and NLP: Understanding the core concepts to build a strong foundation of NLP and RAG.<\/span><\/li>\n<li data-sourcepos=\"10:1-10:73\"><span style=\"vertical-align: inherit\">Understanding of NLP process like markup, embedding, POS, TF-IDF, segmentation etc.<\/span><\/li>\n<li data-sourcepos=\"11:1-11:66\"><span style=\"vertical-align: inherit\">Understanding the evaluation of NLP models from the rule-based model to the transformer model.<\/span><\/li>\n<li data-sourcepos=\"12:1-12:41\"><span style=\"vertical-align: inherit\">Understanding the transformer model with a simple RAG example.<\/span><\/li>\n<li data-sourcepos=\"13:1-13:75\"><span style=\"vertical-align: inherit\">Setting up the environment for the practical implementation of the RAG program using Python and VS Code<\/span><\/li>\n<li data-sourcepos=\"14:1-14:83\"><span style=\"vertical-align: inherit\">Learn to build a vector based RAG application with Streamlit chatbot, langchain and vectordb.<\/span><\/li>\n<li data-sourcepos=\"15:1-15:134\"><span style=\"vertical-align: inherit\">Learn advanced RAG technique with Graph RAG, LLM and Streamlit chatbot. Learn how to configure Neo4j, create Graph RAG, display graph in your chatbot.<\/span><\/li>\n<li data-sourcepos=\"16:1-16:142\"><span style=\"vertical-align: inherit\">Advanced RAG learning with hybrid search technique using Graph RAG. Self-reflexive RAG learning with Langgraph. Practical use cases with RAG Python code.<\/span><\/li>\n<li data-sourcepos=\"17:1-17:65\"><span style=\"vertical-align: inherit\">RAG re-ranking with cohere API to improve RAG retrieval process.<\/span><\/li>\n<li data-sourcepos=\"18:1-18:28\"><span style=\"vertical-align: inherit\">Practical uses in RAG.<\/span><\/li>\n<li data-sourcepos=\"19:1-19:30\"><span style=\"vertical-align: inherit\">Tests to check learning.<\/span><\/li>\n<li data-sourcepos=\"20:1-21:0\"><span style=\"vertical-align: inherit\">Building an agent-based RAG program with Autogen. Agent-oriented RAG.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"22:1-22:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"24:1-33:0\">\n<li data-sourcepos=\"24:1-24:16\"><span style=\"vertical-align: inherit\">Data scientists<\/span><\/li>\n<li data-sourcepos=\"25:1-25:23\"><span style=\"vertical-align: inherit\">Machine learning engineers<\/span><\/li>\n<li data-sourcepos=\"26:1-26:47\"><span style=\"vertical-align: inherit\">Artificial intelligence and natural language processing enthusiasts<\/span><\/li>\n<li data-sourcepos=\"27:1-27:35\"><span style=\"vertical-align: inherit\">Software developers and engineers<\/span><\/li>\n<li data-sourcepos=\"28:1-28:24\"><span style=\"vertical-align: inherit\">Researchers and academics<\/span><\/li>\n<li data-sourcepos=\"29:1-29:29\"><span style=\"vertical-align: inherit\">Product managers and technical supervisors<\/span><\/li>\n<li data-sourcepos=\"30:1-30:25\"><span style=\"vertical-align: inherit\">Students and learners<\/span><\/li>\n<li data-sourcepos=\"31:1-31:30\"><span style=\"vertical-align: inherit\">Artificial intelligence experts and consultants<\/span><\/li>\n<li data-sourcepos=\"32:1-33:0\"><span style=\"vertical-align: inherit\">Quality engineers<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Advance RAG course specifications: Vector to Graph RAG Neo4j Adaptive AutoGen RAG<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/genai_rag\/?couponCode=CPSALEBRAND24\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer:&nbsp; <\/span><a class=\"ud-btn ud-btn-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/soumen-kumar-mondal\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Soumen Kumar Mondal<\/span><\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 2 hours and 43 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 22<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-946523 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/11\/Advance-RAG-Vector-to-Graph-RAG-Neo4j-Adaptive-AutoGen-RAG-1.jpg\" alt=\"Advance RAG : Vector to Graph RAG Neo4j Adaptive AutoGen RAG\" width=\"883\" height=\"717\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Advance RAG course prerequisites: Vector to Graph RAG Neo4j Adaptive AutoGen RAG<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No prior RAG experience required.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Very basic python knowledge will help.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Don\u2019t worry without python knowledge also you will learn how to implement RAG chatbot.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span 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-946524 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/11\/Advance-RAG-Vector-to-Graph-RAG-Neo4j-Adaptive-AutoGen-RAG.jpg\" alt=\"Advance RAG : Vector to Graph RAG Neo4j Adaptive AutoGen RAG\" width=\"829\" height=\"415\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample video of the course<\/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-147177-1\"><video class=\"wp-video-shortcode\" id=\"video-147177-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_RAG_Vector_to_Graph_RAG_Neo4j_Adaptive_AutoGen_RAG_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_RAG_Vector_to_Graph_RAG_Neo4j_Adaptive_AutoGen_RAG_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_RAG_Vector_to_Graph_RAG_Neo4j_Adaptive_AutoGen_RAG_Downloadly.ir.mp4?nocache=1786109208647\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advance_RAG_Vector_to_Graph_RAG_Neo4j_Adaptive_AutoGen_RAG_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<h3><span style=\"vertical-align: inherit\">Installation guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite Player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitle: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Advance_RAG_Vector_to_Graph_RAG_Neo4j_Adaptive_AutoGen_RAG_2024-10.part1_Downloadly.ir.rar?nocache=1786109207\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Advance_RAG_Vector_to_Graph_RAG_Neo4j_Adaptive_AutoGen_RAG_2024-10.part2_Downloadly.ir.rar?nocache=1786109207\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 627 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">1.6 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Advance RAG course: Vector to Graph RAG Neo4j Adaptive AutoGen RAG. In this course, you will learn how to master Retrieval Augmented Generation (RAG<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[66556,66557,66558,66559,66560,63315],"class_list":["post-7223","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag","dgi_tag-download-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag","dgi_tag-download-course-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag","dgi_tag-free-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag","dgi_tag-free-download-advance-rag-vector-to-graph-rag-neo4j-adaptive-autogen-rag","dgi_tag-soumen-kumar-mondal"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7223","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\/7223\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=7223"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=7223"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=7223"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}