Text Embedding Preview API Pricing

Text Embedding Preview pricing by provider

1 listing across 1 provider. Token prices are in US dollars per 1M tokens. The highlighted row is the price quoted above.

What Text Embedding Preview costs in practice

Embedding 10,000 documents of 500 tokens each

Use Text Embedding Preview with LiteLLM

Call Text Embedding Preview through the LiteLLM Python SDK, or put it behind the LiteLLM proxy and send OpenAI-format requests to /v1/embeddings. LiteLLM tracks the cost of every request at these prices.

from litellm import embedding

response = embedding(
    model="vertex_ai/text-embedding-preview-0409",
    input=["hello world"],
)

model_list:
  - model_name: text-embedding-preview
    litellm_params:
      model: vertex_ai/text-embedding-preview-0409
      vertex_project: os.environ/VERTEX_PROJECT
      vertex_location: os.environ/VERTEX_LOCATION

curl http://0.0.0.0:4000/v1/embeddings \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer sk-1234" \
  -d '{
    "model": "text-embedding-preview",
    "input": "hello world"
  }'

Text Embedding Preview FAQ

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