eBook - ePub

LangChain in your Pocket

Name: LangChain in your Pocket
ISBN: 9781836201243

LangChain Essentials: From Basic Concepts to Advanced Applications

Mehul Gupta,

204 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

LangChain in your Pocket

LangChain Essentials: From Basic Concepts to Advanced Applications

Mehul Gupta,

About this book

Learn about LangChain and LLMs with "LangChain in your Pocket, " a comprehensive guide to leveraging this innovative framework for building language-based applications.

Key Features

Step-by-step code explanations with expected outputs for each solution
Practical examples and hands-on tutorials for real-world application
Detailed discussions on managing and evaluating large language models

Book Description

"LangChain in your Pocket" offers a detailed exploration into the LangChain framework, designed to enhance your skills in developing sophisticated language understanding models and applications. This book begins with the basics, introducing you to the fundamental concepts of LangChain through a simple "Hello World" example. As you progress, you'll delve into various LangChain modules, learning how to create agents, manage memory, and utilize output parsers effectively.The journey continues as you explore the RAG Framework, vector databases, and their applications in natural language processing, providing you with the tools to tackle common NLP problems efficiently. The book also addresses critical aspects of working with large language models (LLMs), such as prompt engineering, handling hallucinations, and evaluating model outputs. Advanced topics like autonomous AI agents and the integration of LangSmith and LangServe are covered, giving you a holistic view of what you can achieve with LangChain.By the end of this book, you will not only understand the technical aspects of LangChain but also how to apply these principles in real-world scenarios, making it an essential resource for anyone looking to advance their capabilities in AI and language processing.

What you will learn

Navigate the basic to advanced features of LangChain
Build and manage language understanding models and applications
Employ advanced prompt engineering techniques
Implement and evaluate large language models effectively
Develop autonomous AI agents with LangChain
Integrate LangSmith and LangServe for enhanced functionality

Who this book is for

The book "LangChain in your Pocket: Beginner's Guide to Building Generative AI Applications using LLMs" is an excellent resource for individuals new to the world of Generative AI. Whether you are a software developer, data scientist, or student, this beginner-friendly book provides a comprehensive introduction to the LangChain framework and its practical applications. Regardless of your prior experience, this book is a valuable asset for anyone interested in diving into the world of Generative AI and leveraging the power of LangChain.

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Yes, you can access LangChain in your Pocket by Mehul Gupta in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.