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Cohere · Embedding model

Embed 5 Pro

cohere/embed-5-pro
  • Embedding
Released Nov 3, 2026

Embed 5 Pro is the higher-accuracy tier of Cohere's Embed 5 family of multimodal embedding models (about 2.4B parameters). It embeds text, images, and interleaved text and image content into...

Specifications

Input
text, image
Output
vector per input (float array; base64 on request)
Batch
up to 512 inputs per call
Billing
per input token

Use it

POST /api/v1/embeddings · MCP embed · full reference

curl https://omnirail.org/api/v1/embeddings \
  -H "Authorization: Bearer $OMNIRAIL_KEY" -H "Content-Type: application/json" \
  -d '{"model":"cohere/embed-5-pro","input":["brass lever espresso machine","coffee grinder"]}'