
Speed-optimised multimodal embedding — same shape as Vision-Plus, 3× cheaper image/video tokens.
Speed-optimised multimodal embedding — same shape as Vision-Plus, 3× cheaper image/video tokens.
tongyi-embedding-vision-flashPOST /v1/embeddingsLive pay-as-you-go rates from the EmpirioLabs catalog. You are billed only for what you use, with no monthly minimum.
Tongyi Embedding Vision Flash serves the OpenAI-compatible Embeddings API. Point any OpenAI SDK at https://api.empiriolabs.ai/v1 and use the model id tongyi-embedding-vision-flash. Get an API key from the EmpirioLabs dashboard.
curl https://api.empiriolabs.ai/v1/embeddings \
-H "Authorization: Bearer $EMPIRIOLABS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "tongyi-embedding-vision-flash",
"input": "The quick brown fox jumps over the lazy dog."
}'from openai import OpenAI
client = OpenAI(
base_url="https://api.empiriolabs.ai/v1",
api_key="YOUR_EMPIRIOLABS_API_KEY",
)
embedding = client.embeddings.create(
model="tongyi-embedding-vision-flash",
input="The quick brown fox jumps over the lazy dog.",
)
print(embedding.data[0].embedding[:8])Request parameters supported by the Tongyi Embedding Vision Flash API on EmpirioLabs. Defaults apply when a field is omitted.
| Parameter | Type | Default | Range / values | Description |
|---|---|---|---|---|
| input | string | - | - | Either an OpenAI-style part array [{type:'image',url:...},{type:'text',text:...}] or a native part list {contents:[{image:'...'},{text:'...'}]}. Up to 8 images at 3... |
| user | string | - | - | Optional caller identifier. |
On EmpirioLabs, Tongyi Embedding Vision Flash is billed pay as you go: Text input $0.09 per 1M tokens; Image / video input $0.03 per 1M tokens. The live rate card on this page always matches what the API charges.
Tongyi Embedding Vision Flash supports a 1024-token context window.
Tongyi Embedding Vision Flash is served through POST /v1/embeddings on api.empiriolabs.ai with standard bearer-token authentication.
Yes. The EmpirioLabs playground runs Tongyi Embedding Vision Flash in the browser with the same parameters the API exposes, so you can test prompts before writing code.
Create an EmpirioLabs account, then generate a key under API Keys in the dashboard. Billing is pay-as-you-go credits, so you only pay for the requests you make.
Explore our models, or contact us about business inquiries, custom deployments, or anything else.