Can I read Unlocking Data With Generative AI and RAG: Enhance generative AI systems by integrating internal data with large language models using RAG on EtoBox?

Unlocking Data With Generative AI and RAG: Enhance generative AI systems by integrating internal data with large language models using RAG by Keith Bourne is a book available to read on EtoBox.

What is Unlocking Data With Generative AI and RAG: Enhance generative AI systems by integrating internal data with large language models using RAG about?

Leverage cutting-edge generative AI techniques such as RAG to realize the potential of your data and drive innovation as well as gain strategic advantage Key Features• Optimize data retrieval and generation using vector databases• Boost decision-making and automate workflows with AI agents• Overcome common challenges in implementing real-world RAG systems Book DescriptionGenerative AI is helping organizations tap into their data in new ways, with retrieval-augmented generation (RAG) combining the strengths of large language models (LLMs) with internal data for more intelligent and relevant AI applications. The author harnesses his decade of ML experience in this book to equip you with the strategic insights and technical expertise needed when using RAG to drive transformative outcomes. The book explores RAG’s role in enhancing organizational operations by blending theoretical foundations with practical techniques. You’ll work with detailed coding examples using tools such as LangChain and Chroma’s vector database to gain hands-on experience in integrating RAG into AI systems. The chapters contain real-world case studies and sample applications that highlight RAG’s diverse use cases

Author

Keith Bourne

Publisher

Packt Publishing

Published

2024

Language

EN

ISBN

9781835887905