Universal Reranker Provider icon

Universal Reranker Provider

Provides universal reranking for vector stores (vLLM, LocalAI, Infinity, Cohere)

Universal Reranker Provider

AI-generated

Summary

Provides a universal reranker for reranking documents via OpenAI‑compatible or Cohere endpoints.

Inputs

None.

Output shape

AiReranker

Exposes a reranker capability that other nodes can use to rerank documents based on a query.

Examples

Example 1: Rerank search results

Service: OpenAI-Compatible; Endpoint: http://localhost:8000/v1/rerank; Model: BAAI/bge-reranker-v2-m3; Top K: 5; Threshold: 0.3

Example 2: Use Cohere rerank API

Service: Cohere; Cohere Model: rerank-v3.5; Top K: 10; Threshold: 0.2

Discussion