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OpenAI

Requisites​

To use OpenAI models, you need to have the following credential information. You can get them by signing up at OpenAI.

Required credentials:

  • OPENAI_API_KEY: Your OpenAI API Key for authentication.

Optional credentials:

  • OPENAI_ORG_ID: Your OpenAI Organization ID, which can be found on your organization settings page.

Supported Models​

Text Embedding Ada 002​

  • Model schema id: openai/text-embedding-ada-002

Properties:

  • Embedding size: 1535
  • Input token limit: 8192
  • Max batch size: 2048

Text Embedding 3 Small​

  • Model schema id: openai/text-embedding-3-small-512 for 512 dimensions, openai/text-embedding-3-small-1536 for 1536 dimensions
  • Embedding size: 512 or 1536
  • Input token limit: 8192
  • Max batch size: 2048

Text Embedding 3 Large​

  • Model schema id: openai/text-embedding-3-large-256 for 256 dimensions, openai/text-embedding-3-large-1024 for 1024 dimensions
  • Embedding size: 256 or 1024
  • Input token limit: 8192
  • Max batch size: 2048