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Complete AI Course on Prompting, Evals, RAG, and Fine-Tuning | Adam Loving (Meta)

Behind the Craft

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Optimizing Information Retrieval with Vectors

This chapter discusses the complexities of information retrieval in large language models, focusing on the balance between data volume and processing efficiency. It highlights the role of vector databases and embeddings in transforming diverse content into mathematical representations, demonstrating enhanced search functionality through practical applications like Lululemon's indexing.

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