Jina Embeddings v3

Custom
Embeddings

Jina AI's latest embedding model with task-specific adapters. Supports flexible dimensions and multiple retrieval tasks.

Try Jina Embeddings v3

Vector output (1536 dimensions):

-0.6403-0.77760.7804-0.5729-0.43990.41340.7342-0.6045-0.8786-0.15060.3981-0.93890.2107-0.0602-0.7017-0.14400.7703-0.4231-0.22310.1295-0.0734-0.54100.47850.6188... 1512 more
Sign up free to start generating
Get Started

Pricing

Price per Generation
Per generationFree

API Integration

Use our OpenAI-compatible API to integrate Jina Embeddings v3 into your application.

Install
npm install railwail
JavaScript / TypeScript
import railwail from "railwail";

const rw = railwail("YOUR_API_KEY");

const vectors = await rw.run("jina-embeddings-v3", "Hello world", { type: "embed" });
console.log(vectors[0].length); // embedding dimensions

// Or use the embed() method for full control
const res = await rw.embed("jina-embeddings-v3", ["Hello", "World"]);
for (const item of res.data) {
  console.log(item.embedding.length);
}
Specifications
Provider
xAI
Category
Embeddings
Tags
flexible-dims
task-adapters
open-source
Try this model

Free credits on sign-up

Start using Jina Embeddings v3 today

Get started with free credits. No credit card required. Access Jina Embeddings v3 and 100+ other models through a single API.