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

Gollnick, Bert

Softcover

ISBN 10: 1493226908 ISBN 13: 9781493226900

Publisher: Rheinwerk Computing, 2025

Synopsis

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) AutoGen

About this title

About the Author

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.

Edition details

• Publisher: Rheinwerk Computing
• Publication date: 2025
• Language: English
• ISBN 10: 1493226908
• ISBN 13: 9781493226900
• Binding: Paperback
• Number of pages: 475