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Book Title:Enterprise GENERATIVE AI Well Architected Framework & Patterns
Author:Suvoraj Biswas
Co-Authors:Moumita Biswas
Published:2023
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This book is a comprehensive guide that provides enterprise IT professionals with a detailed roadmap to explore and implement generative artificial intelligence (AI) in business applications. This book is designed to equip readers with the knowledge needed to understand the complexities of Generative AI and its role in enterprise architecture.
1. An overview of the foundational principles for designing Generative AI solutions in enterprise settings.
2. A detailed exploration of architectural patterns for adopting Large Language Models (LLMs), including when to use Retrieval Augmented Generation (RAG) or fine-tuned LLMs.
3. Practical insights into key concepts like Prompt Engineering, Embedding, and Vector databases.
The book also addresses common challenges and roadblocks faced by Solutions Architects, offering strategies for overcoming these hurdles. . It discusses the ethical considerations in deploying AI systems and provides actionable advice for maintaining compliance.