嵌入 APIs

About 嵌入 on EmpirioLabs

Embedding models on EmpirioLabs convert text and, depending on the model, images or other inputs into vectors for semantic search, clustering, and retrieval-augmented generation. They use the OpenAI-compatible embeddings endpoint and are billed per token.

嵌入 models (3)

Text Embedding v4

多语言文本嵌入可选择输出维度(64–2048). 每个输入最高可达8,192个令牌.

Tongyi Embedding Vision Flash

速度优化多模式嵌入 - - 与Vision-Plus相同形状,3×更便宜 image/video 符牌.

Tongyi Embedding Vision Plus

多模式嵌入生成文本、图像和视频输入的独立矢量。

How to call 嵌入 models

Text Embedding v4 serves the OpenAI-compatible Embeddings API. Point any OpenAI SDK at https://api.empiriolabs.ai/v1 and use the model id text-embedding-v4. Swap the model id for any model above. 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": "text-embedding-v4",
    "input": "The quick brown fox jumps over the lazy dog."
  }'

嵌入 APIs: common questions

How many 嵌入 model APIs does EmpirioLabs offer?

EmpirioLabs lists 3 嵌入 models, including Text Embedding v4, Tongyi Embedding Vision Flash, Tongyi Embedding Vision Plus. Each model has its own dedicated API page with live pricing, parameters, and a quickstart.

How are 嵌入 APIs priced on EmpirioLabs?

Every 嵌入 model is billed pay as you go, with no monthly minimum. The exact rate card lives on each model's page and always matches what the API charges.

Do I need to be a developer to use 嵌入 models?

No. Every model here runs in the EmpirioLabs playground, a friendly in-browser interface where you can set the options and see results without writing any code. When you are ready to automate, the same model is available through the API.

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