Generative AI with Python
eBook - ePub

Generative AI with Python

The Developer's Guide to Pretrained LLMs, Vector Databases, Retrieval-Augmented Generation, and Agentic Systems

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Generative AI with Python

The Developer's Guide to Pretrained LLMs, Vector Databases, Retrieval-Augmented Generation, and Agentic Systems

About this book

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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Yes, you can access Generative AI with Python by Bert Gollnick in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Notes on Usage
  2. Table of Contents
  3.   Preface
  4. 1   Introduction to Generative AI
  5. 2   Pretrained Models
  6. 3   Large Language Models
  7. 4   Prompt Engineering
  8. 5   Vector Databases
  9. 6   Retrieval-Augmented Generation
  10. 7   Agentic Systems
  11. 8   Deployment
  12. 9   Outlook
  13. The Author
  14. Index
  15. Service Pages
  16. Legal Notes