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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

Concepts

Artificial Intelligence

Author (1):

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

Index

Symbols

2021 AI boom/bust cycle 312

A

AgentOps 261

agents 52, 53

benefits 52

AI, for software development

code LLMs 175-179

AI-Generated Content (AIGC) 313

alignment 226

Annoy (Approximate Nearest Neighbors Oh Yeah) algorithm 141

Anthropic 85

API model integrations

Anthropic 85

Azure 84

exploring 69-72

fake LLM 72, 73

Google Cloud Platform 77-79

Hugging Face 75, 76

Jina AI 80-82

OpenAI 73, 75

Replicate 82-84

application, for customer service

building 89-95

Application Programming Interface (APIs) 69

Approximate Nearest Neighbor (ANN) 59, 141

Argilla 289, 290

Artificial General Intelligence (AGI) 308-310

Artificial Intelligence (AI) 1, 5, 144

using, for software development 174, 175

arXiv 117

automated data science 207, 209

AutoML 211-213

data collection 209

LLMs and generative AI benefits 206

preprocessing and feature extraction 210

...

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Generative AI with LangChain

Published in: Dec 2023 Publisher: Packt ISBN-13: 9781835083468

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Authors (1)

Ben Auffarth

Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds and thousands of transactions per day, and trained language models on a large corpus of text documents. He co-founded and is the former president of Data Science Speakers, London.

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