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But I don't understand, why are the run times so incredibly high? 15 seconds to looks through 18k records? Should be <10ms (ignoring network latency), or what am I missing?

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I should have been more clear. That's indexing latency, so the time it takes for a document to appear after you add it.

Checkout the graph below. That should show the search query latency

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