Embed Multilingual v3.0

Cohere's multilingual text embedding model covering 100+ languages (1024 dimensions).

Input / output price: $0.10 / $0.00 per 1M
Context: 512 tokens
Released: Nov 2, 2023

Agent setup

Paste into Claude Code, Cursor, or Codex

Help me set up the Respan gateway: fetch and follow https://www.respan.ai/docs/agent-setup.md. Use model "embed-multilingual-v3.0".

from openai import OpenAI

client = OpenAI(

    base_url="https://api.respan.ai/api/",

    api_key="YOUR_RESPAN_API_KEY",

)

response = client.chat.completions.create(

    model="embed-multilingual-v3.0",

    messages=[{"role": "user", "content": "Hello!"}],

)

print(response.choices[0].message.content)

import OpenAI from "openai";

const client = new OpenAI({

  baseURL: "https://api.respan.ai/api/",

  apiKey: "YOUR_RESPAN_API_KEY",

});

const response = await client.chat.completions.create({

  model: "embed-multilingual-v3.0",

  messages: [{ role: "user", content: "Hello!" }],

});

console.log(response.choices[0].message.content);

curl https://api.respan.ai/api/chat/completions \

  -H "Authorization: Bearer YOUR_RESPAN_API_KEY" \

  -H "Content-Type: application/json" \

  -d '{

    "model": "embed-multilingual-v3.0",

    "messages": [{"role": "user", "content": "Hello!"}]

}'

Read docs

Providers

One provider serves this model, priced per 1M tokens after gateway discounts.

Provider	Context	Input	Output	Cache read	Capabilities
Bedrock`bedrock/embed-multilingual-v3.0`	512	$0.10/M	$0.00/M	$0.00/M	—

Is a provider down? AWS Bedrock status

Pricing

USD per 1M tokens on Bedrock, after gateway discounts.

Input: $0.10 per 1M
Output: $0.00 per 1M

Cost by volume

Total cost from 0 to 1T tokens.

$0.10/MBedrock

Apps

Use Embed Multilingual v3.0 in the tools you already run. Each guide points the app at the Respan gateway.

Setup guides for more apps are in the integration docs.

Embed Multilingual v3.0 FAQ

Short answers, built from the data on this page.

Embed Multilingual v3.0 is a model from Cohere, released on Nov 2, 2023. Cohere's multilingual text embedding model covering 100+ languages (1024 dimensions).

On the Respan gateway, Embed Multilingual v3.0 costs $0.10 per 1M input tokens and $0.00 per 1M output tokens on Bedrock, after gateway discounts.

Embed Multilingual v3.0 is served by Bedrock.

Embed Multilingual v3.0 accepts up to 512 tokens of context.

Point any OpenAI-compatible SDK at https://api.respan.ai/api/ with your Respan API key and set the model to "embed-multilingual-v3.0". To set it up with a coding agent, copy the agent setup prompt at the top of this page.