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In this video python with RAG, you'll dive into the world of Retrieval-Augmented Generation (RAG) and learn how to build real, production-ready AI systems. The video covers everything from the core concepts of RAG, its importance in solving problems like hallucinations and outdated knowledge, to hands-on demos where you'll build systems like a RAG-based Question Answering system, Summarization system, and even a Dialogue-based chatbot. You'll also get to explore the inner workings of RAG, including how the retriever and generator components interact, how retrieval helps improve the accuracy of AI responses, and how RAG-based systems are used in real-world applications such as customer support, search engines, and medical systems. By the end, you’ll have a clear understanding of how RAG improves AI's reliability and scalability, and how to implement it practically using Python.
Following are the topics covered in this tutorial on ""Python With RAG"":
00:00:07 Introduction to rag
00:09:44 Retriever and generator explained
00:12:17 RAG Architecture
00:17:37 Question Answering system
00:27:26 Summarization System
00:34:18 Dialogue System
Related Videos:
✅ 1. https://www.youtube.com/watch?v=2nBhdc7t1Sk
✅ 2. https://www.youtube.com/watch?v=WQLzDDNEBGY
✅ 3. https://www.youtube.com/watch?v=ypEIL0aUdO8
✅ 4. https://www.youtube.com/watch?v=oWEKZFZU64I
✅ 5. https://www.youtube.com/watch?v=iM4F2EILSWU
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#pythonragproject #pythonragchatbot #pythonragapplication #pythonragtutorial #whatisraginai #whatisragandhowitworks #pythonraglangchain #agenticragpython #agentpython #rag #simplilearn #genai #2026
➡️ About Applied Generative AI Specialization
This Applied Generative AI course equips you to develop AI-powered applications using industry-relevant tools and frameworks. Build expertise in key concepts like prompt engineering, GANs, VAEs, and LLM architectures while exploring advanced topics, including agentic AI, LLM fine-tuning, RAG, and AI governance for practical, real-world deployments.
Key Features
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Program completion certificate from Purdue University Online and Simplilearn
✅ 70+ hours of live, instructor-led training with industry experts
✅ Hands-on learning with 7+ real-world projects and a capstone project
✅ Master in-demand skills like LLM fine-tuning, prompt engineering, and AI governance
✅ Gain expertise with cutting-edge tools such as ChatGPT, Azure AI Studio, and LangChain
✅ Comprehensive curriculum covering AI Literacy, Agentic Frameworks, and Generative AI
✅ Access to Purdue's prestigious alumni network
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Course completion certificate hosted on the Microsoft Learn portal for Microsoft courses
✅ Learn with a diverse cohort of professionals from industries like IT, banking, and education
Skills Covered
✅ Python Programming
✅ Prompt Engineering
✅ AI Literacy
✅ Generative AI Fundamentals
✅ Large Language Model LLM Architecture
✅ Agentic AI and Autonomous AI Agents
✅ LangChain for Workflow Design
✅ Retrieval Augmented Generation RAG
✅ LLM Fine Tuning and Customization
✅ Stable Diffusion
✅ Explainable AI
✅ Variational Autoencoders VAEs
✅ Transformers and Attention Mechanism
✅ GenAI Application Development
✅ LLM Benchmarking and Evaluation
✅ Generative AI Governance and Ethics
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