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ChatGPT for Conversational AI and Chatbots

You're reading from   ChatGPT for Conversational AI and Chatbots Learn how to automate conversations with the latest large language model technologies

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Product type Paperback
Published in Jul 2024
Publisher Packt
ISBN-13 9781805129530
Length 250 pages
Edition 1st Edition
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Author (1):
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Adrian Thompson Adrian Thompson
Author Profile Icon Adrian Thompson
Adrian Thompson
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Table of Contents (15) Chapters Close

Preface 1. Part 1: Foundations of Conversational AI FREE CHAPTER
2. Chapter 1: An Introduction to Chatbots, Conversational AI, and ChatGPT 3. Chapter 2: Using ChatGPT with Conversation Design 4. Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain
5. Chapter 3: ChatGPT Mastery – Unlocking Its Full Potential 6. Chapter 4: Prompt Engineering with ChatGPT 7. Chapter 5: Getting Started with LangChain 8. Chapter 6: Advanced Debugging, Monitoring, and Retrieval with LangChain 9. Part 3: Building and Enhancing ChatGPT-Powered Applications
10. Chapter 7: Vector Stores as Knowledge Bases for Retrieval-augmented Generation 11. Chapter 8: Creating Your Own LangChain Chatbot Example 12. Chapter 9: The Future of Conversational AI with LLMs 13. Index 14. Other Books You May Enjoy

Alternatives to ChatGPT and LangChain

Since the early days of ChatGPT, there have not only been huge advancements in LLM technology but also the availability and choice of service offerings. In this section, we’ll look into the diverse range of service offerings that have emerged, exploring some viable alternatives beyond ChatGPT and LangChain.

Some alternatives to ChatGPT and OpenAI LLMs

Early last year, you could have argued that OpenAI’s Generative Pre-trained Transformer (GPT) LLMs were in a one-horse race and would likely be your first choice in building an LLM-powered project. Nowadays, there are many companies vying to release the best model, resulting in a growing number of LLMs to choose from, both open source and closed, to create a conversational AI system. The LLM arms race continues; let’s look at some examples, and it’s worth noting this is not an exhaustive list:

  • Meta: The Llama model family are popular LLMs provided by Meta...
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