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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 376 pages
Edition 1st Edition
Languages
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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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Toc

Table of Contents (14) 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. Unlock Your Book’s Exclusive Benefits 12. Other Books You May Enjoy
13. Index

Index

Symbols

5-shot 5

A

action agent 127

advanced LLM application 42

agent architecture

action agents 126

plan-and-execute agents 126

AgentOps 279

agents 50, 56, 61

benefits 50

using, to answer data science questions 231-235

AI-Generated Content (AIGC) 329

AI Painting 54

alignment 244

AlphaCode 189

AlphaDev 189

AlphaTensor 189

Annoy (Approximate Nearest Neighbors Oh Yeah) algorithm 154

Anthropic 78

application, for customer service

document summarization 102, 103

prototyping 98, 99

sentiment analysis 99, 100

text classification 101

Application Programming Interface (APIs) 70

Approximate Nearest Neighbor (ANN) algorithm 154

Approximate Nearest Neighbor (ANN) search 57

Argilla 309

Artificial General Intelligence (AGI) 325, 326

Artificial Intelligence (AI) 1, 7, 157

impact, on other domains 32-34

arXiv 120

augment-prune-select 263

AutoGen 60, 61

...
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