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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

Creating a Basic Recommender Solution with Azure OpenAI

In our last chapter, we delved into the art of crafting a straightforward Python program. This program does more than just generate code snippets; it’s like having a coding genie that also provides documentation for the code it conjures. This feature serves as a launchpad for our coding journey, making it accessible even for those with minimal or no prior coding knowledge.

Imagine you and your friend are getting ready for a relaxing Friday night, planning to watch a movie. But here’s the catch – picking a movie from a big list is kind of tough.

So, you come up with a cool idea! Instead of stressing over the choices, why not create something to help? You decide to make a chatbot, which is a small program that behaves like a helpful friend who understands what kind of movies you like and suggests the perfect ones.

Now, picture this: You and your friend, all set with snacks, telling your bot what you...

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