Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
LLMs in Enterprise
LLMs in Enterprise

LLMs in Enterprise: Design strategies for large language model development, design patterns and best practices

Arrow left icon
Profile Icon Ahmed Menshawy Profile Icon Mahmoud Fahmy
Arrow right icon
Early Access Early Access Publishing in Apr 2025
₱579.99 ₱1632.99
eBook Apr 2025 1st Edition
eBook
₱579.99 ₱1632.99
Paperback
₱2040.99
Subscription
Free Trial
Arrow left icon
Profile Icon Ahmed Menshawy Profile Icon Mahmoud Fahmy
Arrow right icon
Early Access Early Access Publishing in Apr 2025
₱579.99 ₱1632.99
eBook Apr 2025 1st Edition
eBook
₱579.99 ₱1632.99
Paperback
₱2040.99
Subscription
Free Trial
eBook
₱579.99 ₱1632.99
Paperback
₱2040.99
Subscription
Free Trial

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Table of content icon View table of contents Preview book icon Preview Book

LLMs in Enterprise

LLMs in Enterprise: Design strategies for large language model development, design patterns and best practices

Welcome to Packt Early Access. We’re giving you an exclusive preview of this book before it goes on sale. It can take many months to write a book, but our authors have cutting-edge information to share with you today. Early Access gives you an insight into the latest developments by making chapter drafts available. The chapters may be a little rough around the edges right now, but our authors will update them over time.

You can dip in and out of this book or follow along from start to finish; Early Access is designed to be flexible. We hope you enjoy getting to know more about the process of writing a Packt book.

  1. Chapter 1: Introduction to Large Language Models (LLMs)
  2. Chapter 2: LLMs in Enterprise: Applications, Challenges, and Design Patterns
  3. Chapter 3: Data and Training in Foundation Models
  4. Chapter 4: Fine-Tuning and Retrieval-Augmented Generation (RAG) Patterns
  5. Chapter 5: Customizing Contextual LLMs Patterns
  6. Chapter 6: Evaluation Patterns
  7. Chapter 7: Data Strategy for LLMs
  8. Chapter 8: Model Deployment
  9. Chapter 9: Accelerated and Optimized Inferencing Patterns
  10. Chapter 10: LLMs in Production
  11. Chapter 11: RAG 2.0: Beyond Mainstream RAG
  12. Chapter 12: Connected LLMs Pattern
  13. Chapter 13: Responsible AI in LLMs
  14. Chapter 14: Emerging Trends and Multimodality
Left arrow icon Right arrow icon

Key benefits

  • Design patterns for LLMs and how they can be applied to solve real-world enterprise problems 
  • Strategies for effectively scaling and deploying LLMs in complex enterprise environments 
  • Fine-tuning and optimizing LLMs to achieve better performance and more relevant results.  
  • Staying ahead of the curve by exploring emerging trends and advancements in LLM technologies.

Description

The integration of Large Language Models (LLMs) into enterprise applications marks a significant advancement in how businesses leverage AI for enhanced decision-making and operational efficiency. This book is an essential guide for professionals seeking to integrate LLMs within their enterprise applications. "LLMs in Enterprise" not only demystifies the complexity behind LLM deployment but also provides a structured approach to enhancing decision-making and operational efficiency with AI. Starting with an introduction to the foundational concepts of LLMs, the book swiftly moves to practical applications, emphasizing real-world challenges and solutions. It covers a range of topics from data strategies. We explore various design patterns that are particularly effective in optimizing and deploying LLMs in enterprise environments. From fine-tuning strategies to advanced inferencing patterns, the book provides a toolkit for harnessing the power of LLMs to solve complex challenges and drive innovation in business processes. By the end of this book, you will have a deep understanding of various design patterns for LLMs and how to implement these patterns to enhance the performance and scalability of their Generative AI solutions.

Who is this book for?

​This book targets a diverse group of professionals who are interested in understanding and implementing advanced design patterns for Large Language Models (LLMs) within their enterprise applications, including:  ​​ AI and ML Researchers who are looking into practical applications of LLMs  Data Scientists and ML Engineers who design and implement large-scale Generative AI solutions Enterprise Architects and Technical Leaders who oversee the integration of AI technologies into business processes Software Developers who work on developing scalable Generative AI-powered applications.

What you will learn

  • Design patterns for integrating LLMs into enterprise applications, enhancing both efficiency and scalability 
  • Overcome common scaling and deployment challenges associated with LLMs 
  • Fine-tuning techniques and RAG approaches to improve the effectiveness and efficiency of LLMs
  • Emerging trends and advancements including multimodality and beyond
  • Optimize LLM performance through customized contextual models, advanced inferencing engines, and robust evaluation patterns
  • Ensure fairness, transparency, and accountability in AI applications

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Apr 30, 2025
Edition : 1st
Language : English
ISBN-13 : 9781836203063
Category :
Languages :
Concepts :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Product Details

Publication date : Apr 30, 2025
Edition : 1st
Language : English
ISBN-13 : 9781836203063
Category :
Languages :
Concepts :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just ₱260 each
Feature tick icon Exclusive print discounts
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just ₱260 each
Feature tick icon Exclusive print discounts
Banner background image

Table of Contents

5 Chapters
LLMs in Enterprise: Design strategies for large language model development, design patterns and best practices Chevron down icon Chevron up icon
1 Introduction to Large Language Models (LLMs) Chevron down icon Chevron up icon
2 LLMs in Enterprise: Applications, Challenges, and Design Patterns Chevron down icon Chevron up icon
4 Fine-Tuning and Retrieval-Augmented Generation(RAG) Strategies Chevron down icon Chevron up icon
5 Customizing Contextual LLMs Chevron down icon Chevron up icon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How do I buy and download an eBook? Chevron down icon Chevron up icon

Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

Please Note: Packt eBooks are non-returnable and non-refundable.

Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

  • You may make copies of your eBook for your own use onto any machine
  • You may not pass copies of the eBook on to anyone else
How can I make a purchase on your website? Chevron down icon Chevron up icon

If you want to purchase a video course, eBook or Bundle (Print+eBook) please follow below steps:

  1. Register on our website using your email address and the password.
  2. Search for the title by name or ISBN using the search option.
  3. Select the title you want to purchase.
  4. Choose the format you wish to purchase the title in; if you order the Print Book, you get a free eBook copy of the same title. 
  5. Proceed with the checkout process (payment to be made using Credit Card, Debit Cart, or PayPal)
Where can I access support around an eBook? Chevron down icon Chevron up icon
  • If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
  • To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
  • To view your account details or to download a new copy of the book go to www.packtpub.com/account
  • To contact us directly if a problem is not resolved, use www.packtpub.com/contact-us
What eBook formats do Packt support? Chevron down icon Chevron up icon

Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks? Chevron down icon Chevron up icon
  • You can get the information you need immediately
  • You can easily take them with you on a laptop
  • You can download them an unlimited number of times
  • You can print them out
  • They are copy-paste enabled
  • They are searchable
  • There is no password protection
  • They are lower price than print
  • They save resources and space
What is an eBook? Chevron down icon Chevron up icon

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.