RerankerEmbedder: Reranker (Cross-Encoder Style Scoring)

In VectrixDB: Lightweight Vector Database with Embedded Machine Learning Models

Reranker (Cross-Encoder Style Scoring)

Description

Reranks results using term overlap and semantic similarity

Public fields

language

Language setting ("en" or "ml")

Methods

Public methods

• RerankerEmbedder$new()

• RerankerEmbedder$score()

• RerankerEmbedder$clone()

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Method new()

Create a new RerankerEmbedder

Usage

RerankerEmbedder$new(language = "en")

Arguments

language

Language behavior ("en" = English stopwords, "ml" = Unicode tokens)

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Method score()

Score query-document pairs

Usage

RerankerEmbedder$score(query, documents)

Arguments

query

Query text

documents

Character vector of document texts

Returns

Numeric vector of scores (0-1)

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Method clone()

The objects of this class are cloneable with this method.

Usage

RerankerEmbedder$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

VectrixDB documentation built on Feb. 20, 2026, 5:09 p.m.