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Generative AI with LangChain

You're reading from   Generative AI with LangChain Build large language model (LLM) apps with Python, ChatGPT, and other LLMs

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781835083468
Length 368 pages
Edition 1st Edition
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Author (1):
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Ben Auffarth Ben Auffarth
Author Profile Icon Ben Auffarth
Ben Auffarth
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Table of Contents (13) Chapters Close

Preface 1. What Is Generative AI? FREE CHAPTER 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

Getting Started with LangChain

In this book, we’ll write a lot of code and test many different integrations and tools. Therefore, in this chapter, we’ll give basic setup instructions for all the libraries needed with the most common dependency management tools such as Docker, Conda, pip, and Poetry. This will ensure that you can run all the practical examples in this book.

Next, we’ll go through model integrations that we can use such as OpenAI’s ChatGPT, models on Hugging Face, Jina AI, and others. Further, we’ll introduce, set up, and work with a few providers in turn. For each of them, we will show how to get an API key token.

In the end, as a practical example, we’ll go through an example of a real-world application, an LLM app that could help customer service agents, one of the main areas where LLMs could prove to be game-changing. This will give us a bit more context around using LangChain, and we can introduce tips and tricks...

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