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VectorStore

aagt_core::knowledge::rag

Trait VectorStore 

Source 
pub trait VectorStore: Send + Sync {
    // Required methods
    fn store<'life0, 'life1, 'async_trait>(
        &'life0 self,
        content: &'life1 str,
        metadata: HashMap<String, String>,
    ) -> Pin<Box<dyn Future<Output = Result<String>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn search<'life0, 'life1, 'async_trait>(
        &'life0 self,
        query: &'life1 str,
        limit: usize,
    ) -> Pin<Box<dyn Future<Output = Result<Vec<Document>>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
    fn delete<'life0, 'life1, 'async_trait>(
        &'life0 self,
        id: &'life1 str,
    ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
       where Self: 'async_trait,
             'life0: 'async_trait,
             'life1: 'async_trait;
}
Expand description

Interface for vector stores

Required Methods§

Source

fn store<'life0, 'life1, 'async_trait>( &'life0 self, content: &'life1 str, metadata: HashMap<String, String>, ) -> Pin<Box<dyn Future<Output = Result<String>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Store a text with metadata Returns the ID of the stored document

Source

fn search<'life0, 'life1, 'async_trait>( &'life0 self, query: &'life1 str, limit: usize, ) -> Pin<Box<dyn Future<Output = Result<Vec<Document>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Search for similar documents

Source

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

Delete a document by ID

Implementors§