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Embeddings

#499 Mar 9, 2025 pro

In this episode, we explore embeddings and how they improve search and recommendations by converting text into numerical vectors. We'll set up a Rails 8 app with PostgreSQL + PG Vector, generate embeddings, and perform similarity searches.

rails model ai machine learning search

Normalizes

#495 Feb 9, 2025 pro

In this episode, we'll have a look at various approaches to data consistency and why it could be important to normalize the data. We'll look at and old approach and a more current one along with the caveats associated with each of them.

rails data model

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Normalizes