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VectorStore

agentrs_memory

Trait VectorStore 

Source 
pub trait VectorStore:
    Send
    + Sync
    + 'static {
    // Required methods
    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;
    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;
    fn clear<'life0, 'async_trait>(
        &'life0 self,
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait;
}
Expand description

Persists and searches embedding vectors.

Required Methods§

Source

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.

Source

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.

Source

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.

Implementors§