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VectorStore

sz_orm_ai::vector

Trait VectorStore 

Source 
pub trait VectorStore: Send + Sync {
    // Required methods
    fn create_collection<'life0, 'life1, 'async_trait>(
        &'life0 self,
        name: &'life1 str,
        dimension: usize,
        metric: Option<VectorMetric>,
    ) -> Pin<Box<dyn Future<Output = Result<(), AiError>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn delete_collection<'life0, 'life1, 'async_trait>(
        &'life0 self,
        name: &'life1 str,
    ) -> Pin<Box<dyn Future<Output = Result<(), AiError>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn insert<'life0, 'life1, 'async_trait>(
        &'life0 self,
        collection: &'life1 str,
        records: Vec<VectorRecord>,
    ) -> Pin<Box<dyn Future<Output = Result<(), AiError>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn search<'life0, 'life1, 'life2, 'life3, 'async_trait>(
        &'life0 self,
        collection: &'life1 str,
        query: &'life2 [f32],
        top_k: usize,
        filter: Option<&'life3 str>,
    ) -> Pin<Box<dyn Future<Output = Result<Vec<SearchResult>, AiError>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait,
             'life2: 'async_trait,
             'life3: 'async_trait;
    fn get<'life0, 'life1, 'life2, 'async_trait>(
        &'life0 self,
        collection: &'life1 str,
        id: &'life2 str,
    ) -> Pin<Box<dyn Future<Output = Result<Option<VectorRecord>, AiError>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait,
             'life2: 'async_trait;
    fn delete<'life0, 'life1, 'async_trait>(
        &'life0 self,
        collection: &'life1 str,
        ids: Vec<String>,
    ) -> Pin<Box<dyn Future<Output = Result<u64, AiError>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn count<'life0, 'life1, 'async_trait>(
        &'life0 self,
        collection: &'life1 str,
    ) -> Pin<Box<dyn Future<Output = Result<usize, AiError>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
}

Required Methods§

Source

fn create_collection<'life0, 'life1, 'async_trait>( &'life0 self, name: &'life1 str, dimension: usize, metric: Option<VectorMetric>, ) -> Pin<Box<dyn Future<Output = Result<(), AiError>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

fn delete_collection<'life0, 'life1, 'async_trait>( &'life0 self, name: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<(), AiError>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

fn insert<'life0, 'life1, 'async_trait>( &'life0 self, collection: &'life1 str, records: Vec<VectorRecord>, ) -> Pin<Box<dyn Future<Output = Result<(), AiError>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

fn search<'life0, 'life1, 'life2, 'life3, 'async_trait>( &'life0 self, collection: &'life1 str, query: &'life2 [f32], top_k: usize, filter: Option<&'life3 str>, ) -> Pin<Box<dyn Future<Output = Result<Vec<SearchResult>, AiError>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait,

Source

fn get<'life0, 'life1, 'life2, 'async_trait>( &'life0 self, collection: &'life1 str, id: &'life2 str, ) -> Pin<Box<dyn Future<Output = Result<Option<VectorRecord>, AiError>> + 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, collection: &'life1 str, ids: Vec<String>, ) -> Pin<Box<dyn Future<Output = Result<u64, AiError>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Source

fn count<'life0, 'life1, 'async_trait>( &'life0 self, collection: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<usize, AiError>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Dyn Compatibility§

This trait is dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety".

Implementors§