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Filtered search for a more general type of label data is needed for many use cases. Typically, this takes the form of a vector of integers for every vector in the dataset and query. The general predicate function approach implemented in search_with_filter can be used for this, but is not currently exposed in the header for CAGRA. As a work-around, the source file with "search_with_filtering" can be included directly, but this greatly increases compile time and is not ideal.
If it is simpler or more performant, another option is a less general "labeled" search option where a specific format of label data can be provided to perform filtered search this way. Something like this could satisfy most use cases and may be preferable to a completely general predicate function.
The text was updated successfully, but these errors were encountered:
As of version 24.10, the search_with_filter function has been replaced with an overload on the search function that you can see here. The source file doesn't need to be included directly.
Does this new overloaded search function also work with an arbitrary predicate-based filter? I was under the impression the new overloaded version only supported bitset and bitmap filters.
Filtered search for a more general type of label data is needed for many use cases. Typically, this takes the form of a vector of integers for every vector in the dataset and query. The general predicate function approach implemented in
search_with_filter
can be used for this, but is not currently exposed in the header for CAGRA. As a work-around, the source file with "search_with_filtering" can be included directly, but this greatly increases compile time and is not ideal.If it is simpler or more performant, another option is a less general "labeled" search option where a specific format of label data can be provided to perform filtered search this way. Something like this could satisfy most use cases and may be preferable to a completely general predicate function.
The text was updated successfully, but these errors were encountered: