Struct SemanticSearch 

pub struct SemanticSearch { /* private fields */ }

Semantic search engine for graph queries

Implementations

impl SemanticSearch

pub fn new(index: HybridIndex, config: SemanticSearchConfig) -> Self

Create a new semantic search engine

pub fn find_similar_nodes( &self, query: &[f32], k: usize, ) -> Result<Vec<SemanticMatch>>

Find nodes semantically similar to query embedding

pub fn find_semantic_paths( &self, start_node: &NodeId, query: &[f32], max_paths: usize, ) -> Result<Vec<SemanticPath>>

Find semantic paths through the graph

pub fn detect_clusters( &self, nodes: &[NodeId], min_cluster_size: usize, ) -> Result<Vec<ClusterResult>>

Detect clusters using embeddings

pub fn find_related_edges( &self, query: &[f32], k: usize, ) -> Result<Vec<EdgeMatch>>

Find semantically related edges

pub fn expand_query( &self, query: &[f32], expansion_factor: usize, ) -> Result<Vec<Vec<f32>>>

Expand query using similar terms