Luis Lopez Soria's Books

Generative AI Application Integration Patterns

By: Juan Pablo Bustos,Luis Lopez Soria

Write a review Read reviews Take a Quiz Solve Book Puzzle

Generative AI Application Integration Patterns

By: Juan Pablo Bustos,Luis Lopez Soria

Unleash the transformative potential of GenAI with this comprehensive guide that serves as an indispensable roadmap for integrating large language models into real-world applications. Gain invaluable insights into identifying compelling use cases, leveraging state-of-the-art models effectively, deploying these models into your applications at scale, and navigating ethical considerations. Key Features Get familiar with the most important tools and concepts used in real scenarios to design GenAI apps Interact with GenAI models to tailor model behavior to minimize hallucinations Get acquainted with a variety of strategies and an easy to follow 4 step frameworks for integrating GenAI into applications Book Description Explore the transformative potential of GenAI in the application development lifecycle. Through concrete examples, you will go through the process of ideation and integration, understanding the tradeoffs and the decision points when integrating GenAI. With recent advances in models like Google Gemini, Anthropic Claude, DALL-E and GPT-4o, this timely resource will help you harness these technologies through proven design patterns. We then delve into the practical applications of GenAI, identifying common use cases and applying design patterns to address real-world challenges. From summarization and metadata extraction to intent classification and question answering, each chapter offers practical examples and blueprints for leveraging GenAI across diverse domains and tasks. You will learn how to fine-tune models for specific applications, progressing from basic prompting to sophisticated strategies such as retrieval augmented generation (RAG) and chain of thought. Additionally, we provide end-to-end guidance on operationalizing models, including data prep, training, deployment, and monitoring. We also focus on responsible and ethical development techniques for transparency, auditing, and governance as crucial design patterns. What you will learn Concepts of GenAI: pre-training, fine-tuning, prompt engineering, and RAG Framework for integrating AI: entry points, prompt pre-processing, inference, post-processing, and presentation Patterns for batch and real-time integration Code samples for metadata extraction, summarization, intent classification, question-answering with RAG, and more Ethical use: bias mitigation, data privacy, and monitoring Deployment and hosting options for GenAI models Who this book is for This book is not an introduction to AI/ML or Python. It offers practical guides for designing, building, and deploying GenAI applications in production. While all readers are welcome, those who benefit most include: Developer engineers with foundational tech knowledge Software architects seeking best practices and design patterns Professionals using ML for data science, research, etc., who want a deeper understanding of Generative AI Technical product managers with a software development background This concise focus ensures practical, actionable insights for experienced professionals

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

219

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1835887619

ISBN 13

9781835887615

Modeling and Control of Greenhouse Crop Growth

By: Francisco Rodríguez,Manuel Berenguel,José Luis Guzmán,Armando Ramírez-Arias

Write a review Read reviews Take a Quiz Solve Book Puzzle

Modeling and Control of Greenhouse Crop Growth

By: Francisco Rodríguez,Manuel Berenguel,José Luis Guzmán,Armando Ramírez-Arias

A discussion of challenges related to the modeling and control of greenhouse crop growth, this book presents state-of-the-art answers to those challenges. The authors model the subsystems involved in successful greenhouse control using different techniques and show how the models obtained can be exploited for simulation or control design; they suggest ideas for the development of physical and/or black-box models for this purpose. Strategies for the control of climate- and irrigation-related variables are brought forward. The uses of PID control and feedforward compensators, both widely used in commercial tools, are summarized. The benefits of advanced control techniques—event-based, robust, and predictive control, for example—are used to improve on the performance of those basic methods. A hierarchical control architecture is developed governed by a high-level multiobjective optimization approach rather than traditional constrained optimization and artificial intelligence techniques. Reference trajectories are found for diurnal and nocturnal temperatures (climate-related setpoints) and electrical conductivity (fertirrigation-related setpoints). The objectives are to maximize profit, fruit quality, and water-use efficiency, these being encouraged by current international rules. Illustrative practical results selected from those obtained in an industrial greenhouse during the last eight years are shown and described. The text of the book is complemented by the use of illustrations, tables and real examples which are helpful in understanding the material. Modeling and Control of Greenhouse Crop Growth will be of interest to industrial engineers, academic researchers and graduates from agricultural, chemical, and process-control backgrounds.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

275

Publisher

Springer

Published Date

ISBN 10

3319111345

ISBN 13

9783319111346

Generative AI Application Integration Patterns

By: Juan Pablo Bustos,Luis Lopez Soria

Write a review Read reviews Take a Quiz Solve Book Puzzle

Generative AI Application Integration Patterns

By: Juan Pablo Bustos,Luis Lopez Soria

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

219

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1835887619

ISBN 13

9781835887615

Book's by Luis Lopez Soria

Generative AI Application Integration Patterns

Generative AI Application Integration Patterns

Modeling and Control of Greenhouse Crop Growth

Modeling and Control of Greenhouse Crop Growth

Generative AI Application Integration Patterns

Generative AI Application Integration Patterns

Username

Password

Username

Password

Password again

Birthday

Email