Enterprise GENERATIVE AI Well-Architected Framework & Patterns-2nd Edition: Navigating Generative AI: Frameworks, Patterns, and AWS Tools for Successful Gen AI adoption

by Suvoraj Biswas, Moumita Biswas (Editor)

This updated edition offers an expanded exploration of frameworks and patterns, along with a comprehensive guide to implementing generative AI solutions using AWS services such as Amazon Bedrock and Amazon Q. It provides a clear understanding of foundational principles, methodologies, and best practices for deploying generative AI in large-scale enterprise environments. Whether you are an AI professional—architect, engineer, or product manager—or an enterprise leader like a VP, CXO, or founder, this book serves as a definitive resource for harnessing the transformative potential of generative AI.

In addition to practical strategies, this edition introduces key industry concepts such as various RAG pattern, fine-tuning, QLoRA, Prompt Engineering, and Vector Databases. It also demonstrates how to leverage Amazon Bedrock’s advanced LLMs and Amazon Q’s enterprise-focused AI assistant to address real-world use cases. With actionable insights and hands-on guidance, this book equips readers to implement scalable, tailored generative AI solutions effectively.

Genres: Artificial Intelligence

217 pages, Kindle Edition

Published November 21, 2024

Reviews

[Anubhav Pande · Rating 5 out of 5]

One book which every leader should read to get a quick understanding.

[Charles Betz · Rating 5 out of 5]

focused on solutions

There’s a ton of AI material out there that goes way down the rabbit hole. I was looking for pragmatic design patterns and there’s a lot less material about that. This book was 80 concise and relevant pages and well worth the read.

[Book Reviewer · Rating 5 out of 5]

Enterprise GENERATIVE AI Well Architected Framework & Patterns by Suvoraj Biswas presents a pragmatic and insightful exploration of generative artificial intelligence (AI) in enterprise settings. Drawing from his extensive experience as a Solutions Architect, Biswas skillfully outlines various frameworks and approaches that will greatly benefit IT professionals. The book introduces the necessity of a well-architected framework for GenAI in enterprise applications, covering topics like Large Language Models, content moderation, observability solutions, and cost optimization practices.

Biswas's work is notable for its clarity and practicality, particularly in how it makes complex concepts accessible. One of the book's strengths is its use of real-world examples, such as the development of a QnA chatbot for legal teams, which effectively illustrates the cost-effectiveness of the RAG pattern in handling organization-specific, dynamic data. The book is well-structured, featuring reader-friendly content augmented by illustrative pictures and clear segmentations. It's a valuable resource not just for its theoretical insights but also for its practical applications. Readers looking to implement these lessons will find the discussions on open-source tools and offerings from leading software providers like LangKit and Langfuse particularly useful. Additionally, the inclusion of actual code and screenshots of OpenAI prompts is a commendable aspect that enhances the book's utility.

Enterprise GENERATIVE AI Well Architected Framework & Patterns stands out as a comprehensive resource for understanding and applying sophisticated technological strategies in the realm of AI. It's an essential read for AI professionals and enterprise leaders seeking to deepen their knowledge of Generative AI or explore its various organizational benefits. This book is particularly timely, offering valuable guidance for maintaining competitiveness in the rapidly evolving AI landscape.

[Mita · Rating 5 out of 5]

Learnt a lot about GENERATIVE AI and the best practices on how to adopt with plenty of examples. I liked the way author has explained the Well-Architected framework in the Gen AI landscape which shows author's command on the subject.