Building Conversational Generative AI Apps with Langchain and GPT : Develop End-To-End LLM-Powered Conversational AI Apps with Python, LangChain, GPT, and Google Colab (English Edition).

Format:

Book

Author/Creator:

S., Mugesh.

Language:

English

Subjects (All):

Natural language processing (Computer science).

Artificial intelligence.

Physical Description:

1 online resource (236 pages)

Edition:

1st ed.

Place of Publication:

Delhi : Orange Education PVT Ltd, 2025.

Summary:

Conversational AI Apps are revolutionizing the way we interact with technology, enabling businesses and developers to create smarter, more intuitive applications that engage users in natural, meaningful ways. Building Conversational Generative AI Apps with LangChain and GPT is your ultimate guide to mastering AI-driven conversational systems.Starting with core concepts of generative AI and LLMs, you'll learn to build intelligent chatbots and virtual assistants, while exploring techniques like fine-tuning LLMs, retrieval-augmented generation (RAG), and document embedding.As you progress, you'll dive deeper into advanced topics such as vector databases and multimodal capabilities, enabling you to create highly accurate, context-aware AI agents. The book's step-by-step tutorials ensure that you develop practical skills in deploying and optimizing scalable conversational AI solutions.By the end, you'll be equipped to build AI apps that enhance customer engagement, automate workflows, and scale seamlessly.Unlock the potential of Building Conversational Generative AI Apps with LangChain and GPT and create next-gen AI applications today!.

Contents:

Cover Page

Title Page

Copyright Page

Dedication Page

About the Author

About the Technical Reviewer

Acknowledgements

Preface

Errata

Table of Contents

1. Introduction to Conversational Generative AI

Introduction

Structure

Defining Conversational AI

The Future of Conversational AI: A World of Possibilities

Conversational Generative AI

History of Conversational AI

Role of NLP in Conversational AI

Overview of Generative Models in NLP

Applications of Conversational AI

Python Libraries in NLP Techniques

Python Libraries and Frameworks in Conversational AI

Python Code Editors for Conversational AI

Downloading and Installing Anaconda for Windows and macOS

Google Colab for AI coding

Conclusion

Points to Remember

Questions

References

2. Natural Language Processing (NLP) Fundamentals Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

ISBN:

93-498-8704-5

93-498-8792-4

OCLC:

1523372027