Jina Embeddings V2 Base Code
About Jina Embeddings V2 Base Code
Jina Embeddings v2 Base Code tackles a critical challenge in modern software development: efficiently navigating and understanding large codebases. For development teams struggling with code discovery and documentation, this model transforms how developers interact with code by enabling natural language search across 30 programming languages. Unlike traditional code search tools that rely on exact pattern matching, this model understands the semantic meaning behind code, allowing developers to find relevant code snippets using plain English descriptions. This capability is particularly valuable for teams maintaining large legacy codebases, developers onboarding to new projects, or organizations looking to improve code reuse and documentation practices.
Jina Embeddings V2 Base Code 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 V2 Base Code 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 V2 Base Code 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 V2 Base Code with its cheapest alternatives.
Call Jina Embeddings V2 Base Code 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-v2-base-code",
"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-v2-base-code", "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-v2-base-code",
input: "The quick brown fox jumps over the lazy dog",
}),
});
console.log(await response.json());
Questions about Jina Embeddings V2 Base Code
On Eden AI, Jina Embeddings V2 Base Code 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 V2 Base Code 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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