Struct SemanticIndex

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pub struct SemanticIndex { /* private fields */ }

Expand description

Simple HNSW-like index for semantic search (Simplified implementation - production would use a proper HNSW library)

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impl SemanticIndex

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pub fn new(config: SemanticIndexConfig) -> Self

Create a new semantic index

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pub fn insert(&self, embedding: Embedding) -> VectorId

Insert a vector and return its ID

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pub fn remove(&self, id: VectorId)

Remove a vector

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pub fn search(&self, query: &[f32], k: usize) -> Vec<(VectorId, f32)>

Search for k nearest neighbors

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pub fn len(&self) -> usize

Get vector count

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pub fn is_empty(&self) -> bool

Check if empty

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pub fn clear(&self)

Clear all vectors

Auto Trait Implementations§

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impl UnwindSafe for SemanticIndex

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