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Retrieval Augmented Generation (RAG) Using Python: NLP And AI Applications

by Hawkings J. Crowd
Save 11% Save 11%
Current price ₹1,477.00
Original price ₹1,666.00
Original price ₹1,666.00
Original price ₹1,666.00
(-11%)
₹1,477.00
Current price ₹1,477.00

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Book cover type: Paperback
  • ISBN13: 9798307943434
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 124
  • Original Price: USD 16.99
  • Language: English
  • Edition: N/A
  • Item Weight: 186 grams
  • BISAC Subject(s): Artificial Intelligence / Expert Systems

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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