rag-vector/ai.koog.rag.vector.embedder

Package-level declarations

Types

interface DocumentEmbedder<Document> : Embedder

Represents an interface for embedding documents into vector representations. Implementations of this interface should define how specific document types are processed and converted into embeddings for downstream applications.

JVMTextDocumentEmbedder

class JVMTextDocumentEmbedder(embedder: Embedder) : TextDocumentEmbedder<Path, Path>

A specialization of TextDocumentEmbedder designed for embedding and processing text documents in JVM-based file systems. It leverages a ai.koog.rag.base.files.JVMDocumentProvider to read content from Path objects and uses an Embedder for generating and comparing vector embeddings of the text content.

TextDocumentEmbedder

open class TextDocumentEmbedder<Document, Path>(documentReader: DocumentProvider<Path, Document>, embedder: Embedder) : DocumentEmbedder<Document>

A class that provides functionality for embedding text documents and comparing their embeddings.