8000 Binary maxsim via hamming · Issue #191 · tensorchord/VectorChord · GitHub
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Binary maxsim via hamming #191
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@michaelbridge

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@michaelbridge

Binary quantization and hamming distance are critical for scaling multi-vector representations (i.e., Colbert).

It looks as though hamming for binary vectors has already been implemented.

While a hamming-based maxsim can be implemented over this with a postgres function per approach here, is this something that might be supported/optimized within the library?

Beyond this, is an unpack_bits operation to convert a binary vector into a float representation (to improve accuracy in a subsequent rerank step) something contemplated?

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