Struct VectorStore 

pub struct VectorStore { /* private fields */ }

Vector store for dense retrieval

Implementations

impl VectorStore

pub fn new(config: VectorStoreConfig) -> VectorStore

Create a new vector store

pub fn with_dimension(dimension: usize) -> VectorStore

Create with default configuration

pub fn config(&self) -> &VectorStoreConfig

Get the configuration

pub fn insert(&mut self, chunk: Chunk) -> Result<(), Error>

Insert a chunk with its embedding

pub fn insert_batch(&mut self, chunks: Vec<Chunk>) -> Result<(), Error>

Insert multiple chunks

pub fn search( &self, query_vector: &[f32], k: usize, ) -> Result<Vec<(ChunkId, f32)>, Error>

Search for similar vectors

pub fn get(&self, chunk_id: ChunkId) -> Option<&Chunk>

Get a chunk by ID

pub fn remove(&mut self, chunk_id: ChunkId) -> Option<Chunk>

Remove a chunk

pub fn len(&self) -> usize

Get the number of stored vectors

pub fn is_empty(&self) -> bool

Check if the store is empty

Trait Implementations

impl Clone for VectorStore

fn clone(&self) -> VectorStore

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for VectorStore

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

Formats the value using the given formatter.