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Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Generative AI and RAG for Beginners: A Practical Step-by-Step Guide to Building LLM and RAG Applications with LangChain and Python

Generative AI and RAG for Beginners: A Practical Step-by-Step Guide to Building LLM and RAG Applications with LangChain and Python

Paperback

General ComputersProgramming

ISBN13: 9798277349045
Publisher: Independently Published
Published: Dec 4 2025
Pages: 256
Weight: 1.32
Height: 0.54 Width: 8.50 Depth: 11.00
Language: English
Unlock the Power of Generative AI with this Step-by-Step Guide!

Are you ready to dive into the world of Artificial Intelligence and build your own intelligent applications? Generative AI and RAG for Beginners is the perfect starting point for anyone eager to explore how large language models (LLMs) and Retrieval-Augmented Generation (RAG) work in the real world. This practical, hands-on guide will walk you through the process of creating your very own AI-powered solutions using LangChain and Python.

Whether you're a complete beginner or looking to enhance your existing knowledge, this book breaks down complex concepts into simple, actionable steps. You'll learn how to:

  • Build powerful AI applications that retrieve accurate information and generate contextually aware responses.
  • Master LangChain and Python to create efficient workflows, connect databases, and integrate external data sources.
  • Understand RAG systems and how they enhance the capabilities of traditional language models by incorporating real-world knowledge.
  • Navigate real-world challenges with expert tips on improving performance, optimizing retrieval pipelines, and handling large datasets.
  • Create practical AI solutions for industries like business, education, research, and more!

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