English | 2025 | ISBN: 978-1835889329 | 306 Pages | PDF, EPUB | 17 MB
Turn challenges into opportunities by mastering advanced techniques for text generation, summarization, and question answering using LangChain and Google Cloud tools
“This book is tailored for a diverse audience, from generative AI enthusiasts to seasoned engineers exploring the intricacies of this technology. The insights provided on common architectures, grounding responses, and advanced techniques will equip you with the knowledge to tackle the complexities of generative AI applications.”- Harrison Chase, CEO, LangChain
Written by three distinguished Google AI engineers and LangChain contributors who have shaped Google Cloud’s integration with LangChain and implemented AI solutions for Fortune 500 companies, this book bridges the gap between concept and implementation, exploring LangChain and Google Cloud’s enterprise-ready tools for scalable AI solutions.
You’ll start by exploring the fundamentals of large language models (LLMs) and how LangChain simplifies the development of AI workflows by connecting LLMs with external data and services. The book guides you through using essential tools like the Gemini and PaLM 2 APIs, Vertex AI, and Vertex AI Search to create sophisticated, production-ready GenAI applications. You’ll also overcome the context limitations of LLMs by mastering advanced techniques like Retrieval-Augmented Generation (RAG) and external memory layers.
Through practical patterns and real-world examples, you’ll gain everything you need to harness Google Cloud’s AI ecosystem, reducing the time to market while ensuring enterprise scalability.
What you will learn
- Build enterprise-ready applications with LangChain and Google Cloud
- Navigate and select the right Google Cloud generative AI tools
- Apply modern design patterns for generative AI applications
- Plan and execute proof-of-concepts for enterprise AI solutions
- Gain hands-on experience with LangChain’s and Google Cloud’s AI products
- Leverage Vertex AI Search and other tools for scalable AI solutions
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