Struct InMemoryRetriever 

pub struct InMemoryRetriever { /* private fields */ }

In-memory retriever for small datasets and testing

Implementations

impl InMemoryRetriever

pub fn new() -> Self

Create new in-memory retriever

pub fn with_config(config: RetrieverConfig) -> Self

Create with custom configuration

Trait Implementations

impl Default for InMemoryRetriever

fn default() -> Self

Returns the “default value” for a type.

impl Retriever for InMemoryRetriever

fn name(&self) -> &str

Retriever name/type

fn search<'life0, 'life1, 'async_trait>( &'life0 self, query: &'life1 SearchQuery, ) -> Pin<Box<dyn Future<Output = RragResult<Vec<SearchResult>>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Search for similar documents/chunks

fn add_documents<'life0, 'life1, 'async_trait>( &'life0 self, documents: &'life1 [(Document, Embedding)], ) -> Pin<Box<dyn Future<Output = RragResult<()>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Add documents to the retrieval index

fn add_chunks<'life0, 'life1, 'async_trait>( &'life0 self, chunks: &'life1 [(DocumentChunk, Embedding)], ) -> Pin<Box<dyn Future<Output = RragResult<()>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Add document chunks to the retrieval index

fn remove_documents<'life0, 'life1, 'async_trait>( &'life0 self, document_ids: &'life1 [String], ) -> Pin<Box<dyn Future<Output = RragResult<()>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Remove documents from the index

fn clear<'life0, 'async_trait>( &'life0 self, ) -> Pin<Box<dyn Future<Output = RragResult<()>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Clear all documents from the index

fn stats<'life0, 'async_trait>( &'life0 self, ) -> Pin<Box<dyn Future<Output = RragResult<IndexStats>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Get index statistics

fn health_check<'life0, 'async_trait>( &'life0 self, ) -> Pin<Box<dyn Future<Output = RragResult<bool>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Health check