OpenAIOpenAI embeddings

text-embedding-ada-002

text-embedding-ada-002 is an older text embedding model that remains in the public catalog. It serves existing retrieval and matching systems through the embeddings endpoint.

An existing index is tied to its embedding model

The model has a listed price of $0.10 per million input tokens. The newer v3 embedding models introduce a different generation of representations. The catalog continues to list ada-002 separately rather than treating its name as a v3 alias.text-embedding-ada-002 official model documentation

Rebuild vectors when migrating an index

Practical guidance. Do not mix document vectors from one embedding model with query vectors from another. Build a separate comparison index, evaluate relevant-result quality and then switch the document and query paths together. Keep retrieval measurements tied to the exact model.

Specifications & access

text-embedding-ada-002 specifications
DetailValue and conditions
AccessAPI
Model identifierstext-embedding-ada-002
Input price0.1 USD per million tokens

Published embedding input-token rate

text-embedding-ada-002 official model documentation
OutputNumerical text vectorstext-embedding-ada-002 official model documentation
API routesBatch (v1/batch); Embeddings (v1/embeddings)text-embedding-ada-002 official model documentation

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