Jina Embeddings V3
About Jina Embeddings V3
Jina Embeddings v3 is a groundbreaking multilingual text embedding model that transforms how organizations handle text understanding and retrieval across languages. At its core, it solves the critical challenge of maintaining high performance across multiple languages and tasks while keeping computational requirements manageable. The model particularly shines in production environments where efficiency matters - it achieves state-of-the-art performance with just 570M parameters, making it accessible for teams that can't afford the computational overhead of larger models. Organizations needing to build scalable, multilingual search systems or analyze content across language barriers will find this model especially valuable.
Jina Embeddings V3 is a Jina model available on Eden AI through its OpenAI-compatible API, from $0.05 / 1M tokens. Call it with the same API key as every other Eden AI model by sending its model ID to the /v3/embeddings endpoint, or through any OpenAI SDK, with processing in the United States.
Tasks and prices
Jina Embeddings V3 is available on Eden AI for 1 tasks. It is served through Eden AI's OpenAI-compatible API: send its model ID to the /v3/embeddings endpoint with your Eden AI API key.
Parameters
What you send and what you get back when you call Jina Embeddings V3 through Eden AI. The same fields work with every model of the same task, so you can switch model without changing your code.
Input
- model (required): text. The model ID, as provider/model.
- input (required): text. The text to embed, or a list of texts.
Response
- data
Estimate your monthly cost
Enter your monthly volume for Embeddings to compare Jina Embeddings V3 with its cheapest alternatives.
Call Jina Embeddings V3 with Eden AI
Send the model ID to the OpenAI-compatible /v3/embeddings endpoint. Any OpenAI SDK works too: set its base URL to https://api.edenai.run/v3.
import requests
response = requests.post(
"https://api.edenai.run/v3/embeddings",
headers={"Authorization": "Bearer YOUR_EDENAI_API_KEY"},
json={
"model": "jina/jina-embeddings-v3",
"input": "The quick brown fox jumps over the lazy dog",
},
)
print(response.json())
curl https://api.edenai.run/v3/embeddings \
-H "Authorization: Bearer YOUR_EDENAI_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model": "jina/jina-embeddings-v3", "input": "The quick brown fox jumps over the lazy dog"}'
const response = await fetch("https://api.edenai.run/v3/embeddings", {
method: "POST",
headers: {
Authorization: "Bearer YOUR_EDENAI_API_KEY",
"Content-Type": "application/json",
},
body: JSON.stringify({
model: "jina/jina-embeddings-v3",
input: "The quick brown fox jumps over the lazy dog",
}),
});
console.log(await response.json());
Questions about Jina Embeddings V3
On Eden AI, Jina Embeddings V3 costs $0.05 / 1M tokens for Embeddings. The Tasks and prices table lists the price for each task, and you only pay for what you use.
On Eden AI, Jina Embeddings V3 is available for: Embeddings. Input: Text. Output: data.
Eden AI offers Embeddings from 14 providers, all callable with the same API key. The cheapest models are compared just below.
Alternatives for Embeddings
Other Embeddings models you can call with the same key, cheapest first.
More from Jina
Other Jina models on Eden AI, for every task.
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