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VectorSearch

nexus_memory_core::traits

Trait VectorSearch 

Source 
pub trait VectorSearch: Send + Sync {
    // Required methods
    fn find_similar<'life0, 'life1, 'async_trait>(
        &'life0 self,
        embedding: &'life1 [f32],
        namespace_id: i64,
        limit: usize,
        threshold: f32,
    ) -> Pin<Box<dyn Future<Output = Result<Vec<(i64, f32)>>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn store_vector<'life0, 'life1, 'async_trait>(
        &'life0 self,
        memory_id: i64,
        embedding: &'life1 [f32],
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn delete_vector<'life0, 'async_trait>(
        &'life0 self,
        memory_id: i64,
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait;
}
Expand description

Trait for vector search operations

Required Methods§

Source

fn find_similar<'life0, 'life1, 'async_trait>( &'life0 self, embedding: &'life1 [f32], namespace_id: i64, limit: usize, threshold: f32, ) -> Pin<Box<dyn Future<Output = Result<Vec<(i64, f32)>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Find similar vectors

Source

fn store_vector<'life0, 'life1, 'async_trait>( &'life0 self, memory_id: i64, embedding: &'life1 [f32], ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Store a vector

Source

fn delete_vector<'life0, 'async_trait>( &'life0 self, memory_id: i64, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait,

Delete a vector

Implementors§