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VectorIndex

mem7_vector

Trait VectorIndex 

Source 
pub trait VectorIndex: Send + Sync {
    // Required methods
    fn insert<'life0, 'life1, 'async_trait>(
        &'life0 self,
        id: Uuid,
        vector: &'life1 [f32],
        payload: Value,
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn search<'life0, 'life1, 'life2, 'async_trait>(
        &'life0 self,
        query: &'life1 [f32],
        limit: usize,
        filters: Option<&'life2 MemoryFilter>,
    ) -> Pin<Box<dyn Future<Output = Result<Vec<VectorSearchResult>>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait,
             'life2: 'async_trait;
    fn delete<'life0, 'life1, 'async_trait>(
        &'life0 self,
        id: &'life1 Uuid,
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn update<'life0, 'life1, 'life2, 'async_trait>(
        &'life0 self,
        id: &'life1 Uuid,
        vector: Option<&'life2 [f32]>,
        payload: Option<Value>,
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait,
             'life2: 'async_trait;
    fn get<'life0, 'life1, 'async_trait>(
        &'life0 self,
        id: &'life1 Uuid,
    ) -> Pin<Box<dyn Future<Output = Result<Option<(Vec<f32>, Value)>>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn list<'life0, 'life1, 'async_trait>(
        &'life0 self,
        filters: Option<&'life1 MemoryFilter>,
        limit: Option<usize>,
    ) -> Pin<Box<dyn Future<Output = Result<Vec<(Uuid, Value)>>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn reset<'life0, 'async_trait>(
        &'life0 self,
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait;
}
Expand description

Trait for vector index implementations.

Required Methods§

Source

fn insert<'life0, 'life1, 'async_trait>( &'life0 self, id: Uuid, vector: &'life1 [f32], payload: Value, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

fn search<'life0, 'life1, 'life2, 'async_trait>( &'life0 self, query: &'life1 [f32], limit: usize, filters: Option<&'life2 MemoryFilter>, ) -> Pin<Box<dyn Future<Output = Result<Vec<VectorSearchResult>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait,

Source

fn delete<'life0, 'life1, 'async_trait>( &'life0 self, id: &'life1 Uuid, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

fn update<'life0, 'life1, 'life2, 'async_trait>( &'life0 self, id: &'life1 Uuid, vector: Option<&'life2 [f32]>, payload: Option<Value>, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait,

Source

fn get<'life0, 'life1, 'async_trait>( &'life0 self, id: &'life1 Uuid, ) -> Pin<Box<dyn Future<Output = Result<Option<(Vec<f32>, Value)>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

fn list<'life0, 'life1, 'async_trait>( &'life0 self, filters: Option<&'life1 MemoryFilter>, limit: Option<usize>, ) -> Pin<Box<dyn Future<Output = Result<Vec<(Uuid, Value)>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

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

Implementors§