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BinaryDenseVectorConfig

Struct BinaryDenseVectorConfig 

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pub struct BinaryDenseVectorConfig {
    pub dim: usize,
    pub index_type: BinaryIndexType,
    pub num_clusters: Option<usize>,
    pub ivf_routing: IvfRoutingMode,
    pub nprobe: usize,
}
Expand description

Configuration for binary dense vector fields

Binary dense vectors store packed bits (1 bit per dimension) and use Hamming distance for scoring. Segments accumulate exact packed codes and use the same global IVF router after build_vector_index.

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§dim: usize

Number of bits (dimensions). Storage is ceil(dim/8) bytes per vector.

§index_type: BinaryIndexType

ANN index type: Flat (brute-force SIMD Hamming) or Ivf (default) (k-majority Hamming clusters — probe nprobe clusters at query time). IVF pays off for segments past a few million vectors.

§num_clusters: Option<usize>

Number of IVF leaf clusters, selected from corpus and sample size by default.

§ivf_routing: IvfRoutingMode

Coarse-codebook routing strategy. Uses the same routing planner as floating-point IVF indexes.

§nprobe: usize

Clusters to probe during search (default: 64)

Implementations§

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impl BinaryDenseVectorConfig

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pub fn new(dim: usize) -> Self

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pub fn with_ivf(self, num_clusters: Option<usize>, nprobe: usize) -> Self

Enable the IVF index (builder pattern)

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pub fn with_ivf_routing(self, routing: IvfRoutingMode) -> Self

Set flat, two-level, or HNSW IVF centroid routing explicitly.

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pub fn optimal_num_clusters(&self, num_vectors: usize) -> usize

Optimal cluster count for a given vector count (sqrt(n), capped)

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pub fn byte_len(&self) -> usize

Number of bytes needed to store one vector

Trait Implementations§

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impl Clone for BinaryDenseVectorConfig

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fn clone(&self) -> BinaryDenseVectorConfig

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for BinaryDenseVectorConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for BinaryDenseVectorConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for BinaryDenseVectorConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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