Module vector_store 

Vector store abstractions for semantic search and retrieval.

Core Traits

• VectorStoreIndex: Query a vector store for similar documents.
• InsertDocuments: Insert documents and their embeddings.
• VectorStoreIndexDyn: Type-erased version for dynamic contexts.

Use VectorSearchRequest to build queries. See request for filtering.

Types implementing VectorStoreIndex automatically implement Tool.

Modules

builder

in_memory_store

In-memory implementation of a vector store.

lsh

request

Types for constructing vector search queries.

Structs

VectorSearchRequest

A vector search request for querying a super::VectorStoreIndex.

VectorStoreOutput

The output of vector store queries invoked via Tool

Enums

IndexStrategy

Index strategy for the super::InMemoryVectorStore

VectorStoreError

Errors from vector store operations.

Traits

InsertDocuments

Trait for inserting documents and embeddings into a vector store.

VectorStoreIndex

Trait for querying a vector store by similarity.

VectorStoreIndexDyn

Type-erased VectorStoreIndex for dynamic dispatch.

Type Aliases

TopNResults