Struct Node2VecEmbedder 

pub struct Node2VecEmbedder { /* private fields */ }

Node2Vec graph embedding generator.

Example

use oxirs_graphrag::{Triple, embeddings::node2vec::{Node2VecConfig, Node2VecEmbedder}};

let triples = vec![
    Triple::new("a", "knows", "b"),
    Triple::new("b", "knows", "c"),
];
let embedder = Node2VecEmbedder::new(Node2VecConfig::default());
let embs = embedder.embed(&triples)?;
println!("a→b similarity: {:?}", embs.cosine_similarity("a", "b"));

Implementations

impl Node2VecEmbedder

pub fn new(config: Node2VecConfig) -> Self

Create a new embedder with the given configuration.

pub fn with_defaults() -> Self

Create a new embedder with default configuration.

pub fn embed(&self, triples: &[Triple]) -> GraphRAGResult<Node2VecEmbeddings>

Build embeddings for all nodes reachable via triples.