text_classification

Creates, updates, deletes, gets or lists a text_classification resource.

Overview

Name	text_classification
Type	Resource
Id	cloudflare.ai.text_classification

Supported models

Set model_name to one of the following models:

Text Classification (2 models)

@cf/huggingface/distilbert-sst-2-int8
@cf/huggingface/nonomni-distilbert-sst-2-int8

Fields

The following fields are returned by SELECT queries:

run

Model response

Name	Datatype	Description
contents	string	Raw response payload (binary or non-object results), used by contents-mode families.
errors	array
messages	array
result	object
success	boolean

Methods

The following methods are available for this resource:

Name	Accessible by	Required Params	Optional Params	Description
run	select	account_id, model_name		This endpoint provides users with the capability to run specific AI models on-demand. By submitting the required input data, users can receive real-time predictions or results generated by the chosen AI model. The endpoint supports various AI model types, ensuring flexibility and adaptability for diverse use cases. Model specific inputs available in Cloudflare Docs.

Parameters

Parameters can be passed in the WHERE clause of a query. Check the Methods section to see which parameters are required or optional for each operation.

Name	Datatype	Description
account_id	string	The Cloudflare account ID.
model_name	string

SELECT examples

run

This endpoint provides users with the capability to run specific AI models on-demand. By submitting the required input data, users can receive real-time predictions or results generated by the chosen AI model. The endpoint supports various AI model types, ensuring flexibility and adaptability for diverse use cases. Model specific inputs available in Cloudflare Docs.

SELECT
contents
FROM cloudflare.ai.text_classification
WHERE account_id = '{{ account_id }}' -- required
AND model_name = '{{ model_name }}' -- required
AND text = '{{ text }}' -- model input
;