Jina
Reranking via Jina AI's API.
Overview
| Field |
Value |
| Type |
API |
| Provider |
Jina AI |
| Default Model |
jina-reranker-v2-base-multilingual |
| Env Variable |
JINA_API_KEY |
Configuration
_target_: autorag_research.rerankers.jina.JinaReranker
model_name: jina-reranker-v2-base-multilingual
Options
| Option |
Type |
Default |
Description |
| model_name |
str |
jina-reranker-v2-base-multilingual |
Jina model name |
| api_key |
str |
None |
API key (or use env var) |
| batch_size |
int |
64 |
Batch size |
Models
| Model |
Description |
| jina-reranker-v2-base-multilingual |
Multilingual, balanced |
| jina-reranker-v1-base-en |
English only |
| jina-reranker-v1-turbo-en |
Fast, English |
Usage
from autorag_research.rerankers import JinaReranker
reranker = JinaReranker()
results = reranker.rerank("query", documents, top_k=5)