Kniha Mastering Langchain Nitin Agarwal

Mastering Langchain

Autor: Nitin Agarwal
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Apress
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
913
This book provides a comprehensive exploration of LangChain, empowering you to effectively harness l...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2025
Stránek
260
EAN
9798868817175
Enbook ID
49106305
Vydavatel
Hmotnost
496

Kompletní popis

This book provides a comprehensive exploration of LangChain, empowering you to effectively harness large language models (LLMs) for Gen AI applications. It focuses on practical implementation and techniques, making it a valuable resource for learning LangChain.

The book starts with foundational topics such as environment setup and building basic chains, then delves into key components such as prompt templates, tool integration, and memory management. You will also explore complex subjects such as output parsing, embedding models, and developing chatbots and retrieval-augmented generation (RAG) systems. Additional chapters focus on integrating LangChain with other AI tools and deploying applications while emphasizing best practices for AI ethics and performance.

By the time you finish this book, you ll have the know-how to confidently build Generative AI solutions using LangChain. Whether you're exploring practical applications or curious about the latest trends, this guide gives you the tools and insights to solve real-world AI problems. You ll be ready to design smart, data-driven applications and rethink how you approach Generative AI.

What You Will Learn

  • Understand the core ideas, architecture, and essential features of the LangChain framework
  • Build intelligent chains, use powerful LangChain agents, and master techniquess8ch ase text splitting and embeddings
  • Create advanced LLM-driven workflows and applications that address real-world challenges
  • Develop robust Retrieval-Augmented Generation (RAG) systems using LangChain, vector databases, and proven best practices for retrieving and generating high-quality responses

Who This Book Is For

Data scientists and AI enthusiasts with basic Python skills who want to use LangChain for advanced development, and Python developers interested in building data-responsive applications with large language models (LLMs)

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