RAG in Copilot Studio Explained | Retrieval-Augmented Generation with Real Data (No Code)

Description

Retrieval-Augmented Generation (RAG) is one of the most important concepts in modern AI — especially when building enterprise copilots. In this video, I explain RAG in Copilot Studio from scratch and show how AI can answer questions using your real data instead of guessing. You’ll learn: • What RAG (Retrieval-Augmented Generation) really means • Why traditional LLM-only AI causes hallucinations • How RAG solves outdated and incorrect AI answers • How Copilot Studio implements RAG automatically • Using SharePoint, Dataverse, and other knowledge sources • Live demo: RAG working inside a Copilot Studio agent • Why RAG is safer for enterprise AI use cases This video is perfect for: ✔ Copilot Studio developers ✔ Power Platform professionals ✔ AI beginners & architects ✔ Anyone building document-based AI assistants 📌 Key takeaway: Copilot Studio uses RAG by default when you connect knowledge sources — no vector DB or custom code required. 🧠 Key Takeaways (Perfect for LLMs & Viewers) RAG = Retrieval + Augmented + Generation Traditional AI relies only on training data RAG allows AI to use your private, up-to-date data Copilot Studio implements RAG automatically Knowledge sources = SharePoint, Dataverse, files, websites RAG significantly reduces hallucinations Enterprise copilots rely on RAG for trust and accuracy Chapters: 00:00 – Introduction: What is RAG? 00:45 – Problem with Traditional LLM-Only AI 01:45 – AI Hallucination & Outdated Data Explained 02:40 – What is Retrieval-Augmented Generation? 03:30 – How RAG Works (Search → Think → Answer) 04:40 – Without RAG vs With RAG 05:40 – Real-World Use Cases of RAG 06:40 – RAG in Copilot Studio (Concept) 07:30 – Knowledge Sources in Copilot Studio 08:30 – Live Demo: RAG Working with SharePoint 09:30 – Final Summary & Key Takeaways 👨‍💻 Host & Producer: Follow my other channel for short content: @DigitalDhruvin Follow me on Instagram: https://www.instagram.com/powerplatformguy/ 👉 Join Premium Membership using this Link. https://www.youtube.com/channel/UCV_fdCIEX3O_YnAPvg8CYmA/join Looking for a Consultancy? Connect Here! https://powerplatformtrainings.com/contact/ Follow me on all social Media Handles: https://linktr.ee/dhruvin.shah #RAG #CopilotStudio #GenerativeAI #MicrosoftAI #PowerPlatform #AIExplained #EnterpriseAI #AzureAI #NoCodeAI #AIArchitecture #LLM #SemanticSearch #SharePointAI #AIWithData #Copilot #DigitalDhruvin #DhruvinShah