ive been trying to make semantic search work on 150k documents for a while. what ive found so far is that it doesnt work. it only works for toy examples, very small datasets and data which the LLM has more or less already seen and that's why it answers well from it.
Semantic search fails at scale beyond toy examples and familiar data
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