Struct LSHIndex 

pub struct LSHIndex { /* private fields */ }

LSH Index for document IDs. Stores document IDs in a hashmap of hash values to document IDs. This allows for efficient lookup of document IDs by hash value.

Implementations

impl LSHIndex

pub fn new(dim: usize, num_tables: usize, num_hyperplanes: usize) -> LSHIndex

Create a new LSHIndex.

pub fn insert(&mut self, id: String, embedding: &[f64])

Insert a document ID with its embedding

pub fn query(&self, embedding: &[f64]) -> Vec<String>

Query for candidate document IDs

pub fn clear(&mut self)

Clear all tables

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 Default for LSHIndex

fn default() -> LSHIndex

Returns the “default value” for a type.