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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

Example output

Now, let’s conduct end-to-end testing with all three assistants working together to complete the task by deploying the full solution from this chapter’s GitHub repository.

User Agent: Generate an image of a boat drifting in the water and analyze it and enhance the image.

Dalle Assistant: Creating the image...

Vision Assistant: Analyzing the image...

Vision Assistant: The image presents a serene and minimalistic composition featuring a solitary wooden boat floating on calm waters. The overall tone is muted and ethereal, conveying a sense of peace and tranquility. The boat, capped with a small canopy and a flag, is perfectly positioned to catch the viewer’s focus. The reflection in the water is a nice touch that adds depth to the scene. The light is beautifully managed, likely depicting either dawn or dusk, which gives the scene a dreamy, soft glow.

Critique:

  • Lack of Detail: While simplicity is part of...
Visually different images
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