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Retrieval Augmented Generation (RAG) Using Python

Language EnglishEnglish
Book Paperback
Book Retrieval Augmented Generation (RAG) Using Python Hawkings J Crowd
Libristo code: 48008856
Publishers Amazon Digital Services LLC - Kdp, January 2025
Harness the potential of Retrieval Augmented Generation (RAG) to build more robust and reliable AI a... Full description
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Harness the potential of Retrieval Augmented Generation (RAG) to build more robust and reliable AI applications. This book provides a comprehensive, hands-on approach to implementing RAG using Python, focusing on real-world NLP and AI use cases. You'll explore:

  • The core concepts of RAG and its advantages over traditional language models.
  • Practical Python implementations using popular libraries for NLP, vector databases, and large language model APIs.
  • Techniques for efficient information retrieval, including semantic search and vector embeddings.
  • Strategies for optimizing RAG pipelines for performance and accuracy.
  • Applications in question answering, chatbots, document summarization, and more.

Whether you're a seasoned developer or just starting with AI, this book equips you with the knowledge and skills to build powerful, context-aware applications with RAG.

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About the book

Full name Retrieval Augmented Generation (RAG) Using Python
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 124
EAN 9798307943434
Libristo code 48008856
Weight 186
Dimensions 156 x 234 x 7
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