Struct InMemoryVectorStore 

pub struct InMemoryVectorStore { /* private fields */ }

In-memory vector store: stores documents in a Vec, searches by cosine similarity.

Implementations

impl InMemoryVectorStore

pub fn new() -> Self

Create an empty store.

pub fn with_documents(self, docs: Vec<Document>) -> Self

Add documents to the store.

pub fn ingest<M: EmbeddingModel>( texts: &[(String, String)], model: &M, ) -> Io<Error, Self>

Ingest raw texts: embed them and store.

Trait Implementations

impl Default for InMemoryVectorStore

fn default() -> Self

Returns the “default value” for a type.

impl VectorStoreIndex for InMemoryVectorStore

fn search( &self, query: &Embedding, top_k: usize, ) -> Io<Error, Vec<SearchResult>>

Search for the top-k most similar documents to the query.