JVMFileDocumentEmbeddingStorage

A file-system-based VectorStorage implementation for managing and embedding documents represented by file paths.

This class extends EmbeddingStorage and is specialized for JVM-based systems where documents are represented as file paths (java.nio.file.Path). It combines a DocumentEmbedder for embedding the file content into vectors and a ai.koog.rag.vector.backend.JVMFileVectorStorageBackend for managing the storage and retrieval of these embeddings along with their associated documents.

embedder

The embedder responsible for generating vector representations of file-based documents.

root

The root directory path used as the base for file-based vector storage.

Constructors

constructor(embedder: DocumentEmbedder<Path>, root: Path)

open suspend override fun add(documents: List<Path>, namespace: String?): List<String>

Retrieves a flow of all documents stored in the system.

open suspend override fun delete(ids: List<String>, namespace: String?): List<String>

open suspend override fun get(ids: List<String>, namespace: String?): List<Path>

open suspend override fun search(request: SimilaritySearchRequest, namespace: String?): List<SearchResult<Path>>

open suspend override fun update(documents: Map<String, Path>, namespace: String?): List<String>