Example: Text Processing Agent¶

Build an agent that extracts information from text.

Project Overview¶

Create an agent that: - Extracts named entities (people, places, organizations) - Identifies key topics - Summarizes content - Tags text with categories

Quick Start¶

iovalence create-agent --name text-processor --type extraction
cd text-processor

Data Format¶

text,entities,topics,summary
"Apple Inc. is located in Cupertino, California.","Apple:ORG;Cupertino:LOC;California:LOC","tech,location","Tech company location"

Configuration¶

agent:
  type: extraction
  model: bert-base

data:
  features: [text]
  targets: [entities, topics, summary]

Training & Deployment¶

See Classification Example for full workflow.

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