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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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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

Problem statement introduction

Imagine being an educator passionate about creating engaging lesson plans that inspire and captivate students. You recognize the value of incorporating visual elements into your teaching, especially in today’s digital age. However, the idea of turning your carefully planned lessons into engaging videos feels like a significant challenge. The process is time-intensive and demands technical skills that may not align with your expertise. Hours spent on filming, editing, and navigating complex software take away from focusing on lesson improvement and providing personalized attention to students. While the potential of video content to enhance teaching is clear, the challenges involved in creating it often seem to outweigh its benefits.

However, amidst the challenges, a glimmer of hope emerges: Azure OpenAI. This innovative technology presents itself as a beacon of light, promising to revolutionize the way educators like you create video content...

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