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The new AI app stack

Practical AI

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Navigating Vector Databases and Embeddings

This chapter explores the complexities of vector databases and the role of embedding models in optimizing data management for diverse applications. It discusses performance metrics, challenges in handling large datasets, and the importance of analyzing model effectiveness through leaderboards on platforms like Hugging Face.

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