RAG-Driven Generative AI: Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone

RAG-Driven Generative AI: Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone

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Sep 30, 2024 · الإنجليزية · غلاف ورقي (334 صفحات)
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تنسيق غلاف ورقي
صفحات 334
لغة الإنجليزية
منشور Sep 30, 2024
الناشر Packt Publishing
رقم ISBN-10 1836200919
رقم ISBN-13 9781836200918

الوصف

Denis Rothman unveils a comprehensive guide to harnessing the power of retrieval-augmented generation in the realm of artificial intelligence. This insightful work focuses on the intricacies of building tailored pipelines using cutting-edge tools such as LlamaIndex, Deep Lake, and Pinecone.

Readers will delve into a variety of techniques to enhance the generative capabilities of AI systems, learning to weave together retrieval mechanisms that significantly improve the quality and relevance of generated content. With clear instructions and practical examples, this book serves as an essential resource for those looking to innovate in AI development, whether they're seasoned professionals or enthusiastic beginners.
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