Building Multi-Modal & Agentic AI on Azure: A Step-by-Step Approach
Introduction The world of AI is evolving rapidly, and two major advancements are reshaping how businesses automate tasks: Multi-Modal AI and Agentic AI. Multi-Modal AI enables AI systems to process and understand text, images, speech, and videos simultaneously. Agentic AI involves multiple intelligent agents collaborating to complete complex tasks autonomously. This guide will help you implement Multi-Modal & Agentic AI using Azure AI services, covering step-by-step implementation with an end-to-end workflow. 🔹 Step-by-Step Implementation Guide Step 1: Set Up Your Azure Environment ✅ Create a Resource Group to organize your AI resources. ✅ Deploy Azure AI Services for multi-modal processing: Azure OpenAI for LLM-based reasoning. Azure AI Vision for image/document processing. Azure AI Speech for speech-to-text and text-to-speech. ✅ Set up Azure Cosmos DB for structured data storage. ✅ Use Azure Blob Storage for storing images...
