01439nam a22002177a 4500 20260709143447.0 260709s2025 |||||||| |||| 00| 0 eng d 9781098150501 PK-LaUMT 006.31 PAI-D Pai, Suhas 13479 Designing large language model applications : a holistic approach to LLMs / Suhas Pai Sebastopol : O'Reilly, 2025 xx, 343 p. Index present "Large language models (LLMs) have proven themselves to be powerful tools for solving a wide range of tasks, and enterprises have taken note. But transitioning from demos and prototypes to full-fledged applications can be difficult. This book helps close that gap, providing the tools, techniques, and playbooks that practitioners need to build useful products that incorporate the power of language models. Experienced ML researcher Suhas Pai offers practical advice on harnessing LLMs for your use cases and dealing with commonly observed failure modes. You'll take a comprehensive deep dive into the ingredients that make up a language model, explore various techniques for customizing them such as fine-tuning, learn about application paradigms like RAG (retrieval-augmented generation) and agents, and more"-- Provided by publisher Eng Machine learning Application software development BK 141354 141354 0 0 0 0 01 01 2026-07-09 0 006.31 PAI-D 153300 2026-07-09 14:35:13 2026-07-09 BK