🔥Artificial Intelligence [2026 Updated] | Artificial Intelligence Course | Artificial Intelligence And Machine Learning Tutorials | Simplilearn - Build Agentic RAG Application Demo | Agentic RAG Explained | What Is Agentic RAG? | Simplilearn

"️️🔥Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/professional-aiml-program?utm_campaign=B4hyH7lwUkU&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥IITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=B4hyH7lwUkU&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥Microsoft AI Engineer Program - https://www.simplilearn.com/ai-engineer-course?utm_campaign=B4hyH7lwUkU&utm_medium=DescriptionFFF&utm_source=Youtube ️️🔥 Michigan - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=B4hyH7lwUkU&utm_medium=DescriptionFFF&utm_source=Youtube" In this video by Simplilearn, we take you through the process of building Agentic RAG applications, covering everything from foundational concepts to hands-on demos. We start with an introduction to RAG (Retrieval-Augmented Generation) and then dive into the Router Query Engine, exploring its API pricing and functionality with a live demo. Next, we break down Tool Calling, demonstrating its capabilities in real-time. Moving forward, we walk you through building an agent step-by-step, followed by an advanced multi-agent system demo to showcase how multiple agents can work together efficiently. Finally, we wrap up with key takeaways in the conclusion section. Whether you're a beginner or looking to enhance your skills in AI applications, this video provides both theoretical knowledge and practical insights to help you get started. 00:00:08 - Introduction 00:00:16 - What is an Agent? 00:00:29 - How does an Agent work? 00:01:43 - What is RAG? 00:02:25 - What is Agentic RAG? 00:03:04 - Why Agentic RAG is useful? 00:04:35 - Components of Agentic RAG 00:06:44 - Why do we need RAG Agents? 00:07:54 - What is Router? 00:08:13 - How Router works in Agentic RAG? 00:09:39 - Router Query Engine Demo 00:15:53 - Tool Calling in Agentic RAG 00:21:50 - Tool Calling Demo 00:30:23 - Key Components of an Agent 00:35:07 - What does Controlling an Agent mean? 00:35:40 - Why Controlling an Agent is Important? 00:36:24 - Building an Agent Looping Cycle Demo 00:43:53 - Building a Multi Document Agent in RAG Demo RAG (Retrieval-Augmented Generation) improves AI responses by combining retrieval and generation. It searches for relevant information from external sources and generates answers using both the retrieved data and its language model, making responses more accurate and context-aware. ⏩ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq #generativeAI #RAG #AgenticAI #AI #GenAI #ArtificialIntelligence #simplilearn #2025 ➡️ About Professional Certificate Program in Generative AI and Machine Learning Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status. Key Features: ✅ Program completion certificate from E&ICT Academy, IIT Guwahati ✅ Curriculum delivered in live virtual classes by seasoned industry experts ✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering ✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty ✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati ✅ Eligibility for a campus immersion program organized at IIT Guwahati ✅ Exclusive hackathons and “ask-me-anything” sessions by IBM ✅ Certificates for IBM courses and industry masterclasses by IBM experts ✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects ✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies Skills Covered: ✅ Generative AI ✅ Prompt Engineering ✅ Chatbot Development ✅ Supervised and Unsupervised Learning ✅ Model Training and Optimization ✅ Model Evaluation and Validation ✅ Ensemble Methods ✅ Deep Learning ✅ Natural Language Processing ✅ Computer Vision ✅ Reinforcement Learning ✅ Machine Learning Algorithms ✅ Speech Recognition ✅ Statistics 👉 Learn More At: https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=B4hyH7lwUkU&utm_medium=Description&utm_source=Youtube