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Автор: Bert Gollnick
Издательство: Rheinwerk Publishing
Год: 2025
Страниц: 392
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
Your guide to Generative AI with Python is here! Start with an introduction to generative AI, NLP models, LLMs, and LMMs—and then dive into pretrained models with Hugging Face. Work with LLMs using Python with the help of tools like OpenAI and LangChain. Get step-by-step instructions for working with vector databases and using retrieval-augmented generation. With information on agentic systems and AI application deployment, this guide gives you all you need to become an AI master! LLMs have revolutionized the way we interact with text-based AIs. LLMs unlock unparalleled capabilities in language understanding and generation. Well dive into the architectures of these models, dissecting how they learn from massive corpora of data to produce human-like text. Then, we’ll examine prompt engineering, an essential skill in the age of LLMs. You’ll learn how to craft prompts that efficiently navigate the models’ knowledge and capabilities. This book is designed for a wide array of readers, ranging from software developers and data scientists to students and researchers interested in Generative AI. A certain amount of coding background is expected.