CreateCohereEmbeddings 2025.10.9.21¶

Bundle¶

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

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

chatbot, cohere, embeddings, gen ai, generative ai, llm, nlp, openflow, text

false

Property	Description
Cohere API Key	The API Key for authenticating to Cohere
Embedding Type	Specifies the types of embeddings you want to get back.
Embeddings Model	The model to use for embeddings, available models are listed at https://docs.cohere.com/reference/embed
Embeddings Record Path	The path to the field in the record where the embeddings are to be written.
Input Type	Specifies the type of input passed to the model. Required for embedding models v3 and higher.
Max Batch Size	The maximum number of records to include in each batch sent to Cohere
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.
Truncate Policy	One of NONEEND to specify how the API will handle inputs longer than the maximum token length.
User	An identifier for the remote user on whose behalf the request is being made.

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 Cohere’s Embedding model