Jina Embeddings V5 Text Small
About Jina Embeddings V5 Text Small
Jina Embeddings v5 Text Small is a multilingual text embedding model with 677M parameters built on the Qwen3-0.6B-Base backbone. It supports 32K context length and produces 1024-dimensional embeddings with Matryoshka representation learning (down to 32 dimensions). It uses last-token pooling and supports retrieval, text-matching, clustering, and classification tasks.
Jina Embeddings V5 Text Small 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 V5 Text Small 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 V5 Text Small 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 V5 Text Small with its cheapest alternatives.
Call Jina Embeddings V5 Text Small 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-v5-text-small",
"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-v5-text-small", "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-v5-text-small",
input: "The quick brown fox jumps over the lazy dog",
}),
});
console.log(await response.json());
Questions about Jina Embeddings V5 Text Small
On Eden AI, Jina Embeddings V5 Text Small 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 V5 Text Small 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
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