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#033 RAG's Biggest Problems & How to Fix It (ft. Synthetic Data)

How AI Is Built

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Understanding Hard Negatives in Retrieval

This chapter emphasizes the critical role of evaluation datasets and automated fine-tuning setups in retrieval pipelines. It explores the concept of hard negatives in search queries, highlighting the challenges in accurately labeling and separating these examples within the context of search results.

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