Docs Cloud Redpanda Connect Components Processors openai_embeddings openai_embeddings Available in: Cloud, Self-Managed License: This component requires an Enterprise license. To upgrade, contact Redpanda sales. Generates vector embeddings to represent input text, using the OpenAI API. # Config fields, showing default values label: "" openai_embeddings: server_address: https://api.openai.com/v1 api_key: "" # No default (required) model: text-embedding-3-large # No default (required) text_mapping: "" # No default (optional) This processor sends text strings to the OpenAI API, which generates vector embeddings. By default, the processor submits the entire payload of each message as a string, unless you use the text_mapping configuration field to customize it. To learn more about vector embeddings, see the OpenAI API documentation. Fields server_address The Open API endpoint that the processor sends requests to. Update the default value to use another OpenAI compatible service. Type: string Default: "https://api.openai.com/v1" api_key The API key for OpenAI API. This field contains sensitive information. Review your cluster security before adding it to your configuration. Type: string model The name of the OpenAI model to use. Type: string # Examples model: text-embedding-3-large model: text-embedding-3-small model: text-embedding-ada-002 text_mapping The text you want to generate a vector embedding for. By default, the processor submits the entire payload as a string. Type: string Back to top × Simple online edits For simple changes, such as fixing a typo, you can edit the content directly on GitHub. Edit on GitHub Or, open an issue to let us know about something that you want us to change. Open an issue Contribution guide For extensive content updates, or if you prefer to work locally, read our contribution guide . Was this helpful? thumb_up thumb_down group Ask in the community mail Share your feedback group_add Make a contribution openai_chat_completion openai_image_generation