000			01439nam a22002177a 4500
005			20260709143447.0
008			260709s2025 |||||||| |||| 00| 0 eng d
020			_a9781098150501
040			_cPK-LaUMT
082			_a006.31 _bPAI-D
100	1		_aPai, Suhas _913479
245	1	0	_aDesigning large language model applications : _ba holistic approach to LLMs / _cSuhas Pai
260			_aSebastopol : _bO'Reilly, _c2025
300			_axx, 343 p.
500			_aIndex present
520			_a"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
546			_aEng
650			_aMachine learning
650			_aApplication software development
942			_cBK
999			_c141354 _d141354