Struct LshIndex 

pub struct LshIndex { /* private fields */ }

LSH Index for approximate nearest neighbor search

Implementations

impl LshIndex

pub fn new(config: LshConfig) -> Self

Create a new LSH index

pub fn build(&mut self, embeddings: &HashMap<String, Vec<f32>>) -> Result<()>

Build LSH index from embeddings

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

Search for k nearest neighbors

pub fn len(&self) -> usize

Get number of vectors in index

pub fn is_empty(&self) -> bool

Check if index is empty

pub fn stats(&self) -> LshStats

Get index statistics

Trait Implementations

impl Clone for LshIndex

fn clone(&self) -> LshIndex

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LshIndex

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

Formats the value using the given formatter.