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Full Description
Master building purpose-built generative and agentic AI solutions with Microsoft Foundry and the Agent Framework, integrate enterprise data, fine-tune OpenAI models, and deploy secure, production-grade copilots on Azure.
Key Features
Build copilots and autonomous agents using Microsoft Foundry
Fine-tune OpenAI models and integrate enterprise knowledge
Deploy secure, scalable, and responsible AI solutions on Azure
Purchase of the print or Kindle book includes a free PDF eBook
Book DescriptionAgentic AI with Microsoft Foundry is your complete guide to creating intelligent, enterprise-ready AI copilots and agents using Microsoft's unified AI development platform. Whether you're building with GPT models, integrating private data, or orchestrating multi-agent workflows, this book equips you with the technical foundation and practical skills to succeed.
You'll begin by mastering Microsoft Foundry essentials, including setting up your workspace, exploring the Model Catalog, and applying prompt engineering techniques for high-quality LLM outputs. You'll then fine-tune large language models, implement retrieval-augmented generation (RAG), and integrate cognitive search capabilities to give your AI real-world context.
The second half of the book dives deep into building and extending AI agents using the Agent Framework, covering everything from configuring tools and connectors to orchestrating multi-agent systems capable of reasoning, retrieving, and acting autonomously. You'll also learn how to evaluate and govern your AI responsibly, monitor deployments effectively, and scale solutions for enterprise use.
By the end, you'll have built a production-ready AI copilot that leverages Microsoft Foundry, OpenAI models, and Microsoft's Agent Framework, bringing together intelligence, automation, and ethical AI design.What you will learn
Configure and navigate Microsoft Foundry projects
Build copilots using GPT and OpenAI models
Apply prompt engineering and fine-tuning techniques
Implement retrieval-augmented generation (RAG)
Create intelligent agents with the Agent Framework
Connect enterprise data and external APIs securely
Orchestrate multi-agent workflows and automation
Evaluate, monitor, and deploy responsible AI systems
Who this book is forFor AI developers, data scientists, cloud engineers, and solution architects looking to design, fine-tune, and deploy intelligent AI solutions using Microsoft Foundry and the Agent Framework. Suitable for professionals exploring generative AI, Microsoft Copilot integrations, or autonomous enterprise agents. Basic familiarity with Python or cloud services is recommended but not required.
Contents
Table of Contents
Introduction to Generative and Agentic AI
Setting up Your Microsoft Foundry Environment
Core Concepts and Tools of Microsoft Foundry
Exploring Model Catalog and Evaluation
Fine-Tuning Models for Custom Solutions
Building Your First Agent with Foundry
Integrating Enterprise Data for Contextual AI
Advanced Agent Capabilities and Tool Integration
Multi-Agent Orchestration and Workflows
Evaluating AI Solutions and Responsible AI
Deploying and Integrating AI Applications
Scaling Solutions and Future Trends
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- 電子書籍
- おはよう２１ 2023年2月号
