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  • Book Overview & Buying Azure OpenAI Essentials
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Azure OpenAI Essentials

Azure OpenAI Essentials

By : Amit Mukherjee, Adithya Saladi
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Azure OpenAI Essentials

Azure OpenAI Essentials

By: Amit Mukherjee, Adithya Saladi

Overview of this book

Find out what makes Azure OpenAI a robust platform for building AI-driven solutions that can transform how businesses operate. Written by seasoned experts from Microsoft, this book will guide you in understanding Azure OpenAI from fundamentals through to advanced concepts and best practices. The book begins with an introduction to large language models (LLMs) and the Azure OpenAI Service, detailing how to access, use, and optimize its models. You'll learn how to design and implement AI-driven solutions, such as question-answering systems, contact center analytics, and GPT-powered search applications. Additionally, the chapters walk you through advanced concepts, including embeddings, fine-tuning models, prompt engineering, and building custom AI applications using LangChain and Semantic Kernel. You'll explore real-world use cases such as QnA systems, document summarizers, and SQLGPT for database querying, as well as gain insights into securing and operationalizing these solutions in enterprises. By the end of this book, you'll be ready to design, develop, and deploy scalable AI solutions, ensuring business success through intelligent automation and data-driven insights.
Table of Contents (19 chapters)
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1
Part 1: Foundations of Generative AI and Azure OpenAI
5
Part 2: Practical Applications of Azure OpenAI: Real-World Use Cases
13
Part 3: Mastering Governance, Operations, and AI Optimization with Azure OpenAI

Build transforming text to video using Azure OpenAI and Azure Cognitive service

Chapter 4 covers the setup of an Azure account with an active subscription and the creation of an Azure OpenAI Service resource. Additionally, it provides guidance on deploying an Azure OpenAI Service model, which may utilize GPT-3, ChatGPT, or GPT-4 models. The step-by-step process for building this solution is as follows:

  1. Set up Language and Speech services within Azure.
  2. Import the necessary packages for the solution.
  3. Utilize Azure OpenAI to summarize text.
  4. Employ Azure Cognitive Service to extract key phrases.
  5. Generate prompts for image creation using Azure OpenAI’s DALL-E model.
  6. Create an audio file using the Azure Speech service.
  7. Combine the audio file with the images to produce a video.

Let’s get started:

  1. Create an Azure Language service.
    1. To create an Azure Language service, navigate to the search bar in the top navigation and search for...
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Azure OpenAI Essentials
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