Qwen3-VL-Embedding-8B

API integration · Embeddings

Use embeddings to turn inputs into vectors for search or retrieval. Keep the same model and dimensions for stored documents and queries; changing either can require rebuilding your vector index.

Request model ID

Qwen3-VL-Embedding-8B

Public groups

Embedding / Rerank

Create an Apixly API key, bind a group that lists this exact model, and keep the key in a server-side environment variable. Public prices exclude personal discounts; check the selected group before sending a request.

curl --fail-with-body --max-time 120 'https://apixly.ai/v1/embeddings' \
  -H "Authorization: Bearer $APIXLY_API_KEY" \
  -H 'Content-Type: application/json' \
  --data-binary '{
  "model": "Qwen3-VL-Embedding-8B",
  "input": [
    "A document about fruit",
    "Apples and pears"
  ]
}'

Start with one small request. Check the complete result and reported usage, then match the request to its charge in the console. For chat, inspect choices[0].message.content; embeddings return data and reranking returns results. A successful HTTP status alone is insufficient. This example makes no automatic retry.