NearPy
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Add option to compute and export similarity matrix as JSON file.
This would allow to use just the similarity matrix (nearest N for each vector), that can easily be stored in databases (NoSQL, SQL) for lookup. This way applications must not compute nearest neighbours on every request.
What about a graph database output? (Titan, Neo4j, etc)