AI-900 LAB: Retrieval-Augmented Generation (RAG) with Azure AI Foundry Part - 2
Welcome to this hands-on AI-900 lab session, where we explore Retrieval-Augmented Generation (RAG) with Azure AI Foundry! RAG enhances AI models by combining pre-trained generative AI with real-time data retrieval, allowing for more accurate, context-aware, and up-to-date responses. Whether you're preparing for the Microsoft AI-900 Certification or looking to build highly intelligent AI applications, this step-by-step tutorial will help you understand and implement RAG in Azure AI Foundry.
🔍 What You’ll Learn in This Video:
1️⃣ Introduction to Retrieval-Augmented Generation (RAG) & Its Benefits
2️⃣ How RAG Improves AI Accuracy with Real-Time Data
3️⃣ Setting Up Azure AI Foundry for RAG Implementation
4️⃣ Integrating External Knowledge Sources with AI Models
5️⃣ Building a RAG Pipeline for AI-Driven Search & Question Answering
6️⃣ Optimizing & Deploying RAG-Enabled AI Models in Azure
🛠️ Who Is This For?
AI & ML Enthusiasts exploring advanced AI techniques
Developers & data scientists working with AI-powered search & chatbots
Professionals preparing for the Microsoft AI-900 Certification
Businesses looking to enhance AI-driven applications with real-time information retrieval
📌 Key Highlights:
✅ Hands-on demo of Retrieval-Augmented Generation (RAG) in Azure AI Foundry
✅ Enhancing AI models with external knowledge retrieval
✅ Optimizing AI for customer support, knowledge management, and enterprise search
✅ Deploying and testing RAG-powered AI applications
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Chapters:
0:00 - 2:30 - Intro
2:30 - 14:22 - Use the index in a prompt flow
14:22 - 17:02 - Deploy the flow