Why it matters
Annoy suits static datasets. Understanding shapes options.
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The architecture
Multiple random-projection trees.
Search each tree.
Aggregate candidates.
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How it works end to end
Bernhardsson + Spotify.
Memory-mapped.
Simple config.
Read-only after build.