sugiv/email-processing-diet

Email Processing DIET Model

DIET (Dual Intent and Entity Transformer) model trained for email processing.

Model Capabilities

This model can extract:

• Email addresses
• Subject lines

And classify intents such as:

• provide_email
• provide_subject
• greeting
• thank_you
• goodbye

Usage with Rasa

from rasa.core.agent import Agent

# Load the model
agent = Agent.load('path/to/model')

# Use the model
async def test():
    result = await agent.parse_message('Email is john.doe@example.com')
    print(result)

Model Information

• Model source: nlu-20250424-041833-grave-grouse.tar.gz
• Published date: 2025-04-24
• Framework: Rasa NLU with DIET architecture