Qwen Text Embedding v4 API

alibaba/qwen-text-embedding-v4
Alibaba's multilingual embedding model — configurable output dimensions (64–2048) across 100+ languages, tuned for semantic search and RAG.
Context
8K tokens
Input
$0.091 / 1M tokens
Output
Released
Dec 13, 2025

How to use Qwen Text Embedding v4 API

Install any OpenAI-compatible SDK, point it at api.aimlapi.com/v1, and set the model to alibaba/qwen-text-embedding-v4.
import requests

r = requests.post(
    "https://api.aimlapi.com/v1/embeddings",
    headers={"Authorization": "Bearer " + AIMLAPI_KEY},
    json={
      "model": "alibaba/qwen-text-embedding-v4",
      "input": "The quick brown fox"
    },
)
print(r.json())
const r = await fetch("https://api.aimlapi.com/v1/embeddings", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.AIMLAPI_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    "model": "alibaba/qwen-text-embedding-v4",
    "input": "The quick brown fox"
  }),
});
console.log(await r.json());
curl -X POST https://api.aimlapi.com/v1/embeddings \
  -H "Authorization: Bearer $AIMLAPI_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"alibaba/qwen-text-embedding-v4","input":"The quick brown fox"}'

OpenAI-compatible — swap the base URL and it works with your existing SDK.

Qwen Text Embedding v4 API Pricing

TypePrice
Input
$0.091 / 1M tokens
Output

Free quota: 1 million tokens, valid for 90 days from Model Studio activation, model release, or application approval, whichever is later.

Qwen Text Embedding v4 vs other models

ModelInputOutputContextBest for
$0.091 / 1M tokens
8K tokens
Semantic search and RAG
$0.091 / 1M tokens
$0.074 / 1M tokens
Semantic search + RAG
$0.091 / 1M tokens
$0.091 / 1M tokens
Semantic search + RAG

Frequently asked questions

Qwen Text Embedding v4 has a 8,192 tokens context window.

Qwen Text Embedding v4 takes text as input and returns embedding.

Qwen Text Embedding v4 became available on December 13, 2025.

Qwen Text Embedding v4 is priced at input $0.091 / 1M tokens.

Qwen Text Embedding v4 was built by Alibaba Cloud.

Send a request to https://api.aimlapi.com/v1/embeddings with alibaba/qwen-text-embedding-v4 as the model id.

Yes. Qwen Text Embedding v4 is served through AI/ML API, so the same key and endpoint format used for other models applies.

Qwen Text Embedding v4 supports custom output dimensions from 64 to 2048.

It supports more than 100 languages.

It is designed for semantic search, clustering, and classification tasks.

Start building with Qwen Text Embedding v4

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