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docs: add benchmarks - #130
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Summary
Add IVF, graph, and k-means benchmark results with dataset preparation and reproduction scripts.
Testing
Python checks, 12 protocol tests, and ShellCheck passed. Strict MkDocs build passed before PR preparation.