CreateAzureOpenAiEmbeddings 2025.10.9.21¶

Bundle¶

com.snowflake.openflow.runtime | runtime-openai-nar

Uses Azure OpenAI to create embeddings for text. The input text can be provided as a single FlowFile or as a record-oriented FlowFile.

azure, chatbot, embeddings, gen ai, generative ai, llm, nlp, openai, openflow, text

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Property	Description
API Key	The API Key for authenticating to Azure OpenAI
Deployment Name	The name of the OpenAI model deployment to use for creating embeddings
Dimensions	The number of dimensions to request the resulting output embeddings have. This is only supported in text-embedding-3 and later models.
Embeddings Record Path	The path to the field in the record where the embeddings are to be written.
Max Batch Size	The maximum number of records to include in each batch sent to OpenAI
OpenAI Service Name	The name of the OpenAI service to use
Record Reader	The record reader to use for reading record-oriented data. If the incoming data is to be treated as plaintext, this property should be left unset.
Record Writer	The Record Writer to use for writing the output
Text Record Path	The path to the field in the record that contains the text to be embedded. If the incoming data is to be treated as plaintext, this property should be left unset.
User	An identifier for the remote user on whose behalf the request is being made; OpenAI uses this to detect and prevent abuse.
Web Client Service	The Web Client Service to use for communicating with OpenAI

Name	Description
failure	The original FlowFile will be routed to this relationship if the embeddings could not be created
success	The embeddings will be routed to this relationship

Name	Description
record.count	The number of records written to the output
mime.type	The MIME type of the output data, based on the chosen Record Writer

Create embeddings for text using Azure OpenAI’s Embeddings