text-classification-pipeline

name	Text Classification Pipeline
author	classifyai
version	1.0.0
type	workflow
category	NLP
license	MIT
description	Builds text classification pipelines with preprocessing, model training, and deployment for sentiment/topic analysis
tags	["workflow","nlp","ai","automation"]
models	["gpt-4o","claude-3.5-sonnet","gemini-1.5-pro"]
parameters	{"temperature":{"type":"number","default":0.7,"min":0,"max":2,"description":"Controls randomness in output generation"},"max_tokens":{"type":"integer","default":4096,"min":256,"max":16384,"description":"Maximum number of tokens to generate"},"streaming":{"type":"boolean","default":false,"description":"Enable streaming output"}}
inputs	{"query":{"type":"string","required":true,"description":"Primary input for the skill"},"context":{"type":"object","required":false,"description":"Additional context for processing"}}
outputs	{"result":{"type":"string","description":"Primary output from the skill"},"metadata":{"type":"object","description":"Execution metadata including tokens used and latency"}}

Text Classification Pipeline

Builds text classification pipelines with preprocessing, model training, and deployment for sentiment/topic analysis

Usage

This skill can be used standalone or as part of an Agent workflow on SkillsHub.

Standalone

skillshub run classifyai/Text-Classification-Pipeline --input "Your query here"

In Agent

Add this skill to your Agent configuration to enable its capabilities.