Generative AI with Python: The Developer's Guide to Pretrained LLMs, Vector Databases, Retrieval-Augmented Generation, and Agentic Systems - Tapa blanda

Gollnick, Bert

 
9781493226900: Generative AI with Python: The Developer's Guide to Pretrained LLMs, Vector Databases, Retrieval-Augmented Generation, and Agentic Systems
Tapa blanda
ISBN 10: 1493226908 ISBN 13: 9781493226900
Editorial: Rheinwerk Computing, 2025

Sinopsis

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!

Highlights:

1) Natural language processing (NLP) models
2) Large language models (LLMs)
3) Pretrained models
4) Prompt engineering
5) Vector databases
6) Retrieval-augmented generation (RAG)
7) Agentic systems
8) OpenAI
9) LangChain
10) Hugging Face
11) crewAI
12) AG2

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Acerca del autor

Bert Gollnick is a senior data scientist, specializing in renewable energies. For many years, he has taught courses about data science and machine learning, and more recently, about generative AI and natural language processing. Bert studied aeronautics at the Technical University of Berlin and economics at the University of Hagen. His main areas of interest are machine learning and data science.

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Editorial
Rheinwerk Computing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
1493226908
ISBN 13 
9781493226900
Encuadernación
Tapa blanda
Número de páginas
475
Contacto del fabricante
service@rheinwerk-verlag.de
service@rheinwerk-verlag.de

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