rag-vector/ai.koog.rag.vector.backend

Package-level declarations

Types

open class FileVectorStorageBackend<Document, Path>(documentReader: DocumentProvider<Path, Document>, fs: FileSystemProvider.ReadWrite<Path>, root: Path) : VectorStorageBackend<Document>

A file-system-based implementation of VectorStorageBackend that manages the storage and retrieval of documents and their corresponding vector embeddings within a file system.

InMemoryVectorStorageBackend

class InMemoryVectorStorageBackend<Document> : VectorStorageBackend<Document>

A concrete implementation of VectorStorageBackend that stores documents and their associated vector embeddings in memory.

JVMFileVectorStorageBackend

class JVMFileVectorStorageBackend(root: Path) : FileVectorStorageBackend<Path, Path>

A JVM-specific implementation of FileVectorStorageBackend for managing the storage of documents and associated vector embeddings on a file system.

VectorStorageBackend

interface VectorStorageBackend<Document>

Low-level storage interface for documents and their pre-computed vector embeddings.