Generative AI with Python : The Developer's Guide to Pretrained Llms, Vector Databases, Retrieval-Augmented Generation, and Agentic Systems
Overview
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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Details
- ISBN-13: 9781493226900
- ISBN-10: 1493226908
- Publisher: Rheinwerk Computing
- Publish Date: June 2025
- Dimensions: 9.99 x 7.06 x 0.81 inches
- Shipping Weight: 1.57 pounds
- Page Count: 392
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