Dialogflow CX: a new way to design conversational agents

Google yesterday launched Dialogflow CX in beta, a new system created for companies that need larger and more complex projects.

Dialogflow CX: a new way to design conversational agents

I tried Dialogflow CX, and here are some considerations.

  • A visual builder that allows you to view conversational flows also appears on Dialogflow CX.
Dialogflo CX visual builder
A complex conversational flow designed with the Dialogflow CX visual builder
  • The conversation is managed by states” and transitions, and this offers excellent control of flows.
  • The concept of “Page” is introduced. The pages manage the operations that the user performs within a flow: they represent the “states”.
Page management on Dialogflow CX
  • The “state handlers” are the elements that check the state at each interaction and establish if a message must be given, if a transition must take place, or other.
  • Fulfillment expands. It no longer allows only the call of a webhook or of Cloud functions. In fact, it also allows you to send replies (even in a queue) and to modify the parameters of the conversation.
Fulfillment management on Dialogflow CX
  • Dialogflow CX also includes sentiment analysis.
  • Machine Learning settings can be configured for each flow. For example, you can choose a standard or advanced type of NLU. The advanced one creates a more accurate model, but takes more time to train.
  • As with Actions Builder, intent management has been simplified to make them a more reusable resource.
Dialogflow CX intent management
How do you manage intents on Dialogflow CX
  • Entity management remains faithful to Dialogflow ES. The slot filling phase also remains similar; it is called “form filling” and is associated with the pages.
  • The mega agents are replaced by a great flexibility in managing flows, which can also be developed by different teams.
Dialogflow CX flow management
  • The layout is very reminiscent of the Action Builder, even though the concepts are different. Maybe there are too many? Contexts, scenes, flows, pages …
  • The system is in beta stage, so it does not have all the features, such as integrations.
  • The Dialogflow that we knew until yesterday, today is known as Dialogflow ES (Essential).

The official documentation


SEO Manager, Head of Voice Technology, AI Conversation Designer, Voice UX @ site By site // Autore di Voice Technology — Dario Flaccovio Editore

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