TY  - BOOK
AU  - Huyen, Chip 
TI  - AI engineering : : building applications with foundation models / 
SN  - 9789355426666
U1  - 005.11  
PY  - 2025///.
CY  - Navi Mumbai : 
PB  - Shroff Publishers & Distributors PVT. LTD., 
KW  - Generative programming (Computer science)
KW  - Natural language generation (Computer science)
KW  - Artificial intelligence
KW  - Software engineering
KW  - Engineering applications
KW  - Machine learning
KW  - Programmation générative
KW  - Génération automatique de texte
KW  - Intelligence artificielle
KW  - Apprentissage automatique
KW  -  Handbooks and manuals
N1  -  Includes bibliographical references and index; Introduction to building AI applications with foundation models --  Understanding foundation models -- Evaluation methodology -- Evaluate AI systems -- Prompt engineering -- RAG and agents --  Finetuning -- Dataset engineering -- Inference optimization -- AI engineering architecture and user feedback
N2  - "This book provides a framework for adapting foundation models, which include both large language models (LLMs) and large multimodel models (LMMs), to specific applications"--page xii;  "Foundation models have enabled many new AI use cases while lowering the barriers to entry for building AI products.  This has transformed AI from an esoteric discipline into a powerful development tool that anyone can use -- including those with no prior AI experience.  In this accessible guide, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models, datasets, evaluation benchmarks, and the seemingly infinite number of application patterns.  The book also introduces a practical framework for developing an AI application and efficiently deploying it."--Back cover
ER  -