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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

Economic consequences

Integrating generative AI promises immense productivity gains through automating tasks across sectors – albeit risking workforce disruptions given the pace of change. Assuming computing scales sustainably, projections estimate 30–50% of current work activities will be automatible by 2030, adding $6–8 trillion annually to global GDP. Sectors like customer service, marketing, software engineering, and R&D may see over 75% of use case value. However, past innovations ultimately spawned new occupations, suggesting long-term realignment.

Developed regions are likely to witness faster uptake, displacing administrative, creative, and analytical roles initially. Yet automation extends beyond employment loss – at present, under 20% of US worker tasks seem automatable directly through LLMs. But LLM-enhanced software could transform 50% of tasks, affirming the force multiplication from complementary innovations.

Thus automation’...

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