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

by Bert Gollnick

Rheinwerk Computing

Paperback or Softback 00392 pages Jun 25, 2025

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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) models2) Large language models (LLMs)3) Pretrained models4) Prompt engineering5) Vector databases6) Retrieval-augmented generation (RAG)7) Agentic systems8) OpenAI9) LangChain10) Hugging Face11) crewAI12) AG2
Author:
Bert Gollnick
Publisher:
Rheinwerk Computing
Publication Date:
Jun 25, 2025
Number of pages:
00392 pages
Binding:
Paperback or Softback
ISBN-10:
1493226908
ISBN-13:
9781493226900