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Retrieval Augmented Generation : A Deep Dive Into Enhanced AI For Advanced Experts (Getting Familiar With Retrieval Augmented Generation Programming Book 1)
Format:
Kindle
Detalles del producto
Disponibilidad:
En stock
En stock
Peso con empaque:
0.94 kg
0.94 kg
Devolución:
No
No
Condición
Nuevo
Nuevo
Producto de:
Amazon
Amazon
Viaja desde
USA
USA
Sobre este producto
- Retrieval Augmented Generation: A Deep Dive into Enhanced AI for Advanced ExpertsUnleash the Power of Contextual AIIn an era where AI is reshaping industries, Retrieval Augmented Generation (RAG) emerges as a groundbreaking technique that enhances the capabilities of large language models (LLMs). This comprehensive guide delves into the intricacies of RAG, providing advanced experts with a deep understanding of its architecture, applications, and potential.Key Topics Covered:Foundations of RAG: Explore the fundamental principles of RAG, including its components, retrieval mechanisms, and generation techniques.Advanced Retrieval Strategies: Discover cutting-edge retrieval methods, such as dense retrieval, hybrid approaches, and efficient indexing techniques.RAG Architectures: Dive into various RAG architectures, including the classic pipeline, joint models, and hybrid frameworks, and analyze their strengths and weaknesses.RAG Applications: Explore real-world applications across domains, including customer service, healthcare, education, and research, and understand how RAG can revolutionize these industries.Evaluation and Benchmarking: Learn about effective evaluation metrics and benchmarking techniques to assess the performance of RAG systems.Ethical Considerations: Address the ethical implications of RAG, including bias, privacy, and transparency.Future Directions: Explore emerging trends and potential advancements in RAG, such as multimodal RAG and explainable RAG.Who This Book Is For:AI Researchers: Deepen your understanding of RAG and explore new research directions.Data Scientists: Learn how to implement and optimize RAG systems for real-world applications.Software Engineers: Gain insights into the technical aspects of RAG and develop innovative AI solutions.Business Leaders: Understand the potential of RAG to drive value and innovation in your organization.Discover the transformative power of Retrieval Augmented Generation and unlock the full potential of AI.
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U$S 13,18
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