Struct VectorStore 

pub struct VectorStore { /* private fields */ }

Vector store using HNSW for fast similarity search

Implementations

impl VectorStore

pub fn new(config: VectorStoreConfig) -> Result<Self>

Create a new vector store

pub fn add_chunk( &self, chunk: DocumentChunk, embedding: &[f32], ) -> Result<usize>

Add a document chunk with its embedding

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

Search for similar chunks

pub fn get_chunk(&self, id: usize) -> Result<DocumentChunk>

Get a chunk by internal ID

pub fn len(&self) -> usize

Get total number of chunks

pub fn is_empty(&self) -> bool

Check if the store is empty

pub fn clear(&self)

Clear all data

pub fn stats(&self) -> VectorStoreStats

Get statistics