Static Embedder
Model2Vec playground
Text in. Vector out.

A little meaning, in numbers.

Turn your text into a multilingual embedding. Paste a passage, choose your dimensions, and inspect the result.

01 Input

POST /embed
Sent as x-api-key. Never saved by this page.
0 / 100,000 characters
Full 256-dimensional vector, normalized to unit length.

02 Output

Your vector starts here

Generate an embedding to see the
dimensions, timing, and full JSON response.

03 For developers

1 second deadline

Send JSON to https://embedder.sontent.com/embed with your x-api-key header. Keep the key on your backend; do not ship it in public frontend code.

export BASE_URL="https://embedder.sontent.com"
export API_KEY="your-api-key"

curl --fail-with-body --max-time 5 "$BASE_URL/embed" \
  -H "Content-Type: application/json" \
  -H "x-api-key: $API_KEY" \
  -d '{"text":"Pflanzen betreiben Photosynthese.","dimensions":256}'

text · non-blank, up to 100,000 characters
dimensions · integer 1–256, default 256
200 · model, dimensions, embedding
401 · invalid key   422 · invalid input   504 · deadline exceeded

The server allows one second, including time waiting for the encoder. The five-second client timeout leaves room for network travel and the server’s error response. Use 256 dimensions for retrieval; smaller vectors are experimental.