Struct InMemoryVectorStore 

pub struct InMemoryVectorStore { /* private fields */ }

In-memory vector store with cosine similarity search.

Implementations

impl InMemoryVectorStore

pub fn new() -> Self

Creates an empty store.

Trait Implementations

impl Default for InMemoryVectorStore

fn default() -> InMemoryVectorStore

Returns the “default value” for a type.

impl VectorStore for InMemoryVectorStore

fn upsert<'life0, 'async_trait>( &'life0 self, id: String, vector: Vec<f32>, payload: Message, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Upserts a vector and payload.

fn search<'life0, 'async_trait>( &'life0 self, query: Vec<f32>, limit: usize, ) -> Pin<Box<dyn Future<Output = Result<Vec<VectorSearchResult>>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Searches the store.

fn clear<'life0, 'async_trait>( &'life0 self, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Clears all stored vectors.