Struct AdaptiveIndex 

pub struct AdaptiveIndex { /* private fields */ }

Adaptive index that automatically optimizes performance

Implementations

impl AdaptiveIndex

pub fn new(config: AdaptiveConfig) -> Self

Create a new adaptive index

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

Build index from embeddings

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

Search for k nearest neighbors

pub fn add_vector( &mut self, entity_id: String, embedding: Vec<f32>, ) -> Result<()>

Add a single vector

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

Add multiple vectors

pub fn current_strategy(&self) -> SearchStrategy

Get current search strategy

pub fn stats(&self) -> AdaptiveStats

Get performance statistics

pub fn len(&self) -> usize

Get number of vectors

pub fn is_empty(&self) -> bool

Check if index is empty