Jina Colbert v2

embedcc-by-nc-4.0

Jina-ColBERT-v2 is a groundbreaking multilingual information retrieval model that solves the critical challenge of efficient, high-quality search across multiple languages. As the first multilingual ColBERT-like model to generate compact embeddings, it addresses the growing need for scalable, cost-effective multilingual search solutions in global applications. Organizations dealing with multilingual content, from e-commerce platforms to content management systems, can leverage this model to provide accurate search results across 89 languages while significantly reducing storage and computational costs through its innovative dimension reduction capabilities.

Context
8K
Input price
$0.05/1M tokens
Output price
—

Capabilities

Infrastructure
Fine-tuning

Details

Model IDjina-colbert-v2
Provider Jina AI
Creator jina
Licensecc-by-nc-4.0
Statusactive
Typeembed
Input modalitiestext
Output modalitiesembedding
Open weightYes
Parameters—
Architecture—
Context window8K tokens
Max input—
Max output—
Reasoning tokens—
Knowledge cutoff—
Release date
Sourceofficial

Endpoints

EmbeddingsPOST
Generate vector embeddings for texthttps://api.jina.ai/v1/embeddings

Pricing

Input
$0.05
Output
—
Cache write
—
Cache read
—
Batch in
—
Batch out
—

Family Comparison: jina-colbert

ModelContextMax outPricing
Jina Colbert v1 EN8K—$0.05—
Jina Colbert v28K—$0.05—

API

GET/v1/models/jina/jina-colbert-v2