CreateOllamaEmbeddings 2025.3.28.13-SNAPSHOT

BUNDLE

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

DESCRIPTION

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

TAGS

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

INPUT REQUIREMENT

Supports Sensitive Dynamic Properties

false

PROPERTIES

Property

Description

Embeddings Model

The model to use for embeddings

Embeddings Record Path

The path to the field in the record where the embeddings are to be written.

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

Service URL

The URL to use to communicate with Ollama

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.

Web Client Service

The Web Client Service to use for communicating with Ollama

RELATIONSHIPS

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

WRITES ATTRIBUTES

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

USE CASES

Create embeddings for text using Ollama’s Embeddings

Language: English