eBook - ePub

Ultimate IBM Granite for Enterprise Applications

Name: Ultimate IBM Granite for Enterprise Applications
Author: Alan S. Bluck

Deploy and Scale IBM Granite 3.0 LLMs with Watsonx AI, GitHub, VSCode, and Ansible for Real-World Enterprise Applications (English Edition)

Alan S. Bluck,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Ultimate IBM Granite for Enterprise Applications

Deploy and Scale IBM Granite 3.0 LLMs with Watsonx AI, GitHub, VSCode, and Ansible for Real-World Enterprise Applications (English Edition)

Alan S. Bluck,

About this book

Build Future-ready Enterprise AI with IBM Granite and Watsonx AI.Key Features? Step-by-step instructions to install and configure Granite 3.0 using GitHub and VSCode on both Windows and Red Hat Linux systems.? Build advanced prompt strategies using Python and Ansible to enhance LLM response accuracy and adaptability in enterprise scenarios.? Prepare for the future of enterprise AI with forward-looking analysis of IBM's Granite platform evolution.Book DescriptionIBM Granite 3.0 delivers enterprise-ready, open-source LLMs powered by Watsonx AI—making it essential for developers, data scientists, and IT professionals driving AI transformation.Ultimate IBM Granite for Enterprise Applications offers a structured, hands-on journey from foundational knowledge to real-world enterprise deployment. You will start by learning the principles of LLMs, and then unpack the architecture of IBM Granite 3.0. guided tutorials to walk you through the installation process using GitHub and VSCode, empowering you to replicate the setup on your systems.As you navigate through the book, you will delve deeper into advanced prompt engineering techniques to improve accuracy and performance, fine-tune Granite models for specialized business domains, and streamline DevOps automation using Red Hat Ansible Lightspeed. Throughout the book, code examples and Ansible playbooks ensure concepts that are not just explained, but applied.In the final chapters, you will focus on scaling, deploying, and maintaining Granite LLMs in production environments—complete with strategies for performance optimization, version upgrades, and enterprise integration. The book concludes with a forward-looking view into IBM's AI roadmap, helping you to align your strategy with what is next.Hence, whether you are building intelligent apps, modernizing DevOps, or planning long-term AI strategies, this book equips you to harness Granite 3.0's full power.What you will learn? Set up IBM Granite 3.0, using GitHub and VSCode environments.? Understand how IBM's LLM architecture powers enterprise-scale solutions.? Automate system configuration, using Red Hat Ansible Lightspeed.? Fine-tune Granite models to suit your domain-specific needs.? Optimize AI deployments for enterprise performance and reliability.? Anticipate Future AI Trends with IBM's Granite Roadmap.Table of Contents1. The Fundamentals of LLMs2. Granite 3.0's Architecture3. Setting up Granite 3.0 from GitHub4. Granite 3.0's Core Functionalities5. Advanced Prompt Engineering6. Fine-Tune Models for Specific Domains7. Deployment and Enterprise Integration8. Performance Optimization9. Maintenance and Upgrade10. Future AI Advances and IBM's Roadmap IndexAbout the AuthorsAlan S. Bluck s the Director of ASB Software Development Limited, and also offers consultancy services as a systems architect. His work spans high-level technical design, mentoring for code development, and installation and configuration of IBM FileNet's core products. He is also a Memb

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