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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

Enterprise readiness and compliance

We are neither lawyers nor auditors, just engineers. However, we want to leave you with some insights and recommendations regarding meeting compliance expectations. First and foremost, you should be aware of the requirements that prevailing regulation has for your application. For example, if you’re reading this book, you likely fall under some form of data protection regulation, such as the General Data Protection Regulation (GDPR) in the European Union. You may also fall under AI-specific regulation, such as the newly published EU AI Act. If you work in a larger organization, you’ll have access to legal and compliance departments that can inform you about the regulations that are relevant to you. If you’re building something for yourself, we recommend that you get support if you intend to publish your application to users.

Regardless, you should consider establishing a governance, risk, and compliance (GRC) framework to...

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