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Generative AI with LangChain

You're reading from  Generative AI with LangChain

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781835083468
Pages 360 pages
Edition 1st Edition
Languages
Author (1):
Ben Auffarth Ben Auffarth
Profile icon Ben Auffarth

Table of Contents (13) Chapters

Preface 1. What Is Generative AI? 2. LangChain for LLM Apps 3. Getting Started with LangChain 4. Building Capable Assistants 5. Building a Chatbot like ChatGPT 6. Developing Software with Generative AI 7. LLMs for Data Science 8. Customizing LLMs and Their Output 9. Generative AI in Production 10. The Future of Generative Models 11. Other Books You May Enjoy
12. Index

Building an application for customer service

Customer service agents are responsible for answering customer inquiries, resolving issues, and addressing complaints. Their work is crucial for maintaining customer satisfaction and loyalty, which directly affects a company’s reputation and financial success.

Generative AI can assist customer service agents in several ways:

  • Sentiment classification: This helps identify customer emotions and allows agents to personalize their responses.
  • Summarization: This enables agents to understand the key points of lengthy customer messages and save time.
  • Intent classification: Similar to summarization, this helps predict the customer’s purpose and allows for faster problem-solving.
  • Answer suggestions: This provides agents with suggested responses to common inquiries, ensuring that accurate and consistent messaging is provided.

These approaches combined can help customer service agents respond...

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