Деталі електронної книги

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

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

Ahmed Menshawy, Mahmoud Fahmy

EЛЕКТРОННА КНИГА
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The integration of large language models (LLMs) into enterprise applications is transforming how businesses use AI to drive smarter decisions and efficient operations. LLMs in Enterprise is your practical guide to bringing these capabilities into real-world business contexts. It demystifies the complexities of LLM deployment and provides a structured approach for enhancing decision-making and operational efficiency with AI.
Starting with an introduction to the foundational concepts, the book swiftly moves on to hands-on applications focusing on real-world challenges and solutions. You’ll master data strategies and explore design patterns that streamline the optimization and deployment of LLMs in enterprise environments. From fine-tuning techniques to advanced inferencing patterns, the book equips you with a toolkit for solving complex challenges and driving AI-led innovation in business processes.
By the end of this book, you’ll have a solid grasp of key LLM design patterns and how to apply them to enhance the performance and scalability of your generative AI solutions.
  • 1. Introduction to Large Language Models
  • 2. LLMs in Enterprise: Applications, Challenges, and Design Patterns
  • 3. Advanced Fine-Tuning Techniques and Strategies for Large Language Models
  • 4. Retrieval-Augmented Generation Pattern
  • 5. Customizing Contextual LLMs
  • 6. The Art of Prompt Engineering for Enterprise LLMs
  • 7. Enterprise Challenges in Evaluating LLM Applications
  • 8. The Data Blueprint: Crafting Effective Strategies for LLM Development
  • 9. Managing Model Deployments in Production
  • 10. Accelerated and Optimized Inferencing Patterns
  • 11. Connected LLMs Pattern
  • 12. Monitoring LLMs in Production
  • 13. Responsible AI in LLMs
  • 14. Emerging Trends and Multimodality
  • Назва:LLMs in Enterprise. Design strategies, patterns, and best practices for large language model development
  • Автор:Ahmed Menshawy, Mahmoud Fahmy
  • Оригінальна назва:LLMs in Enterprise. Design strategies, patterns, and best practices for large language model development
  • ISBN:9781836203063, 9781836203063
  • Дата видання:2025-09-19
  • Формат:Eлектронна книга
  • Ідентифікатор видання: e_40bw
  • Видавець: Packt Publishing