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BytesAgain β€Ί Skills β€Ί Dialogflow Cx Nlu
πŸ¦€ ClawHub

Dialogflow Cx Nlu

by @yash-kavaiya

Manage intents and entity types in Google Dialogflow CX via REST API. Use for creating, updating, and managing natural language understanding components. Sup...

Versionv1.0.0
#clawhub
πŸ’‘ Examples

python scripts/nlu.py list-intents --agent AGENT_NAME
python scripts/nlu.py create-intent --agent AGENT_NAME --intent "Book Flight" --phrases "book a flight,I want to fly"
python scripts/nlu.py list-entities --agent AGENT_NAME
python scripts/nlu.py create-entity --agent AGENT_NAME --name "Cities" --values "New York,Los Angeles"

βš™οΈ Configuration

  • Google Cloud project with Dialogflow CX API enabled
  • Service account or OAuth credentials with Dialogflow API access
  • gcloud CLI authenticated OR bearer token

    • πŸ“‹ Tips & Best Practices

  • Use training phrases that cover various ways users might express the intent
  • Entity types can be system (built-in) or custom
  • Use KIND_MAP for entities with synonyms, KIND_LIST for simple lists

    • View on ClawHub
    TERMINAL
    clawhub install dialogflow-cx-nlu

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