tg-invoke-cloze

Classify text using a trained cloze model instance.

Synopsis 

tg-invoke-cloze -m MODEL QUERY [options]

Description

Sends a query to a trained cloze model instance and returns the predicted label with a confidence score. The model must have been previously trained from labeled examples stored in the workspace configuration.

Options

Required Arguments

Option Description
-m, --model MODEL Name of the trained cloze model instance
QUERY (positional) Query text to classify

Optional Arguments

Option Default Description
-u, --url URL $TRUSTGRAPH_URL or http://localhost:8888/ API URL
-t, --token TOKEN $TRUSTGRAPH_TOKEN Authentication token
-w, --workspace WORKSPACE $TRUSTGRAPH_WORKSPACE or default Workspace identifier
-f, --flow-id FLOW default Flow ID

Examples 

# Classify a support ticket
tg-invoke-cloze -m ticket-classifier "My account has been locked"

# Classify with a specific workspace
tg-invoke-cloze -w production -m sentiment "Great product, love it!"

Output 

Label: billing
Confidence: 94.2%

Environment Variables

  • TRUSTGRAPH_URL: Default API URL
  • TRUSTGRAPH_TOKEN: Default authentication token
  • TRUSTGRAPH_WORKSPACE: Default workspace identifier