huggingface: Classify Text – Appmixer connector library

Basic Information

Name

appmixer.ai.huggingface.ClassifyText

Label

Classify Text

Version

1.0.0

Visibility

Public

Description

Classify a piece of text with a text-classification model served by Hugging Face Inference Providers, for example sentiment, topic or toxicity. Returns the highest scoring label plus all scored labels.

Input Ports

in

Field	Type	Description
Model	text	Repository ID of a text-classification model, e.g. `distilbert/distilbert-base-uncased-finetuned-sst-2-english` for sentiment.
Text	textarea	The text to classify.
Top K	number	Return only this many highest scoring labels. Leave empty to return all of them.

Output Ports

out

Field	Type	Description
Model	string	-
Top Label	string	-
Top Score	number	-
All Labels	array	-

Full Metadata

#metadata-viewer { display: none; }{ "name": "appmixer.ai.huggingface.ClassifyText", "label": "Classify Text", "description": "Classify a piece of text with a text-classification model served by Hugging Face Inference Providers, for example sentiment, topic or toxicity. Returns the highest scoring label plus all scored labels.", "author": "Appmixer <info@appmixer.com>", "version": "1.0.0", "auth": { "service": "appmixer:ai:huggingface" }, "quota": { "manager": "appmixer:ai:huggingface", "resources": "requests", "scope": { "userId": "{{userId}}" } }, "inPorts": [ { "name": "in", "schema": { "type": "object", "properties": { "model": { "type": "string" }, "text": { "type": "string" }, "topK": { "type": "integer", "minimum": 1 } }, "required": [ "model", "text" ] }, "inspector": { "inputs": { "model": { "type": "text", "index": 1, "label": "Model", "defaultValue": "distilbert/distilbert-base-uncased-finetuned-sst-2-english", "tooltip": "Repository ID of a text-classification model, e.g. <code>distilbert/distilbert-base-uncased-finetuned-sst-2-english</code> for sentiment." }, "text": { "type": "textarea", "index": 2, "label": "Text", "tooltip": "The text to classify." }, "topK": { "type": "number", "index": 3, "label": "Top K", "tooltip": "Return only this many highest scoring labels. Leave empty to return all of them." } } } } ], "outPorts": [ { "name": "out", "schema": { "type": "object", "properties": { "model": { "type": "string", "title": "Model", "example": "distilbert/distilbert-base-uncased-finetuned-sst-2-english" }, "label": { "type": "string", "title": "Top Label", "example": "POSITIVE" }, "score": { "type": "number", "title": "Top Score", "example": 0.9998 }, "labels": { "type": "array", "title": "All Labels", "items": { "type": "object", "properties": { "label": { "type": "string", "title": "Label", "example": "POSITIVE" }, "score": { "type": "number", "title": "Score", "example": 0.9998 } } }, "example": [ { "label": "POSITIVE", "score": 0.9998 }, { "label": "NEGATIVE", "score": 0.0002 } ] } } } } ], "icon": 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" }