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Typo fix in _index.md
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@@ -52,7 +52,7 @@ system, each vector could represent a song, and elements of the vector would cap
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such as tempo, genre, lyrics, and so on.
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Vector databases are optimized for **storing** and **querying** these high-dimensional vectors
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efficiently, and they often using specialized data structures and indexing techniques such as
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efficiently, and they often use specialized data structures and indexing techniques such as
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Hierarchical Navigable Small World (HNSW) -- which is used to implement Approximate Nearest
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Neighbors -- and Product Quantization, among others. These databases enable fast similarity
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and semantic search while allowing users to find vectors that are the closest to a given query
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