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Generative AI on Google Cloud with LangChain

You're reading from   Generative AI on Google Cloud with LangChain Design scalable generative AI solutions with Python, LangChain, and Vertex AI on Google Cloud

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Product type Paperback
Published in Dec 2024
Publisher Packt
ISBN-13 9781835889329
Length 306 pages
Edition 1st Edition
Concepts
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Author (1):
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Leonid Kuligin Leonid Kuligin
Author Profile Icon Leonid Kuligin
Leonid Kuligin
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Table of Contents (22) Chapters Close

Preface 1. Part 1: Intro to LangChain and Generative AI on Google Cloud
2. Chapter 1: Using LangChain with Google Cloud FREE CHAPTER 3. Chapter 2: Foundational Models on Google Cloud 4. Part 2: Hallucinations and Grounding Responses
5. Chapter 3: Grounding Responses 6. Chapter 4: Vector Search on Google Cloud 7. Chapter 5: Ingesting Documents 8. Chapter 6: Multimodality 9. Part 3: Common Generative AI Architectures
10. Chapter 7: Working with Long Context 11. Chapter 8: Building Chatbots 12. Chapter 9: Tools and Function Calling 13. Chapter 10: Agents 14. Chapter 11: Agentic Workflows 15. Part 4: Designing Generative AI Applications
16. Chapter 12: Evaluating GenAI Applications 17. Chapter 13: Generative AI System Design 18. Index 19. Other Books You May Enjoy Appendix 1: Overview of Generative AI 1. Appendix 2: Google Cloud Foundations

Google Cloud Foundations

Ready to harness the power of generative AI (GenAI) with LangChain? Google Cloud provides a robust platform to develop and deploy your innovative applications. In this chapter, we’ll guide you through essential steps to set up your Google Cloud environment and get started with LangChain.

If you’re an experienced Google Cloud engineer, you can skip this appendix. But for engineers who are new to Google Cloud and would like to use other Google Cloud tools combined with Gemini, we prepared a short intro to the cloud setup. Think of this chapter as your trusty compass, navigating you through the Google Cloud setup. By the end, you’ll have a solid foundation to embark on your GenAI adventures. The Google Cloud documentation offers a handy setup checklist [1], which we roughly follow in this chapter, with some additions.

So, let’s dive in and build the foundation for unlocking the full potential of LangChain with Google Cloud! We...

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