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RAG & Beyond: Semantic Storage and Retrieval

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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Strategies for Improved Semantic Retrieval

This chapter explores effective strategies and best practices for enhancing retrieval performance in semantic storage systems, contrasting various embedding models and their deployment in large-scale applications. It emphasizes the balance between data relevance and privacy, while discussing the shift towards hosted solutions and the growing interest in fine-tuned open-source models.

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