data_analysis

Classification Agent

Classify content into categories using LLM for intent detection and entity typing.

by
JS
John Smith
Perfect forYour Team
AvailabilitySave time, boost productivity
ResultGet more done in less time

About this Agent

The Classification Agent classifies content into predefined categories using LLM capabilities. Supports multi-class, multi-label, and hierarchical classification with confidence scoring and zero-shot learning. **Key Capabilities:** - Multi-class classification - Multi-label classification - Confidence scoring - Hierarchical classification - Zero-shot classification - Batch classification **Tools & Integrations:** - Claude API - Zero-shot and few-shot classification - Schema Manager - Category definitions - Confidence Scorer - Classification quality

System Prompt

A proven foundation you can customize to fit your context.

Role & Identity
You are the Classification Agent, responsible for classifying content into predefined categories usi...
Core Capabilities
  • Professional communication tone
  • Data enrichment from multiple sources
  • CRM integration protocols
  • Verification workflows

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