Mastering Generative AI with Azure AI Foundry &Prompt Flow–RAG Without Writing a Single Line of Code

🚀 Mastering Generative AI Solutions with Azure AI Foundry & Prompt Flow | Full Deployment Guide

In this step-by-step tutorial, I take you through the complete process of building a Generative AI solution using Azure AI Foundry & Prompt Flow. By the end of this video, you'll have a fully functional Document Assistant, deployed and integrated with a custom website!

In this session, we will create an end-to-end RAG application (Document Assistant) using Prompt Flow—without writing a single line of code.

🔹 What You’ll Learn in This Video:
✅ Setting Up the Environment: Creating a Resource Group, AI Studio, and Search Service
✅ Model Deployment: Deploying an AI model with Azure AI Foundry
✅ Data Management: Adding data, creating an index, and completing indexing
✅ Prompt Flow Mastery: Creating, testing, and deploying Prompt Flow
✅ API & Integration: Testing endpoints with Postman & integrating with a website
✅ Building & Publishing a Copilot: End-to-end setup and deployment

💡 Why Watch This?
Learn hands-on how to deploy Generative AI on Azure
Real-world implementation of Prompt Flow with a Document Assistant
Understand best practices for AI deployment and integration

Custom Copilot Part 5 – Custom Copilot integrate with a REST API, embed the Copilot into a website.
https://youtu.be/4Kl9_RBJWtI

Sample document link from Microsoft documentation.
https://github.com/MicrosoftLearning/mslearn-ai-studio/raw/main/data/brochures.zip

📌 **Timestamps & Chapters**

00:00 - Introduction
03:26 - 0 Explanation through a diagram
06:50 - 1 CREATE RESOURCE GROUP
08:20 - 2 CREATE AZURE AI STUDIO (Azure AI Foundry)
11:53 – 3 CREATE AZURE AI SEARCH
14:22 - 4 MODEL DEPLOYMENT
16:22 - 5 Add Data
17:26 - 6 Create Index
19:21 - 7 Indexing Done
19:49 - 8 Playground - Test model response
22:48 - 9 Prompt Flow issues
25:40 - 10 Create and test prompt flow
29:51 - 11 Prompt Flow Deployment
31:05 - 12 Prompt Flow Deployment Test
32:16 - 12 End Point testing using Postman
34:05 - 13 Create Copilot Integrate prompt flow (End Point)
41:44 - 14 End point integration with copilot test
42:24 - 15 Copilot Integration with Demo website
44:16 - 16 Copilot Integration with Custom Website
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Видео Mastering Generative AI with Azure AI Foundry &Prompt Flow–RAG Without Writing a Single Line of Code канала AI & Data Science Hub