CODEWITHSUNDEEP
google-cloud-platformgoogle-cloud-automlgoogle-cloud-nlgoogle-cloud-automl-nl
user5155835
user5155835

Reputation: 4742

Google Cloud AutoML Natural Language for Chatbot like application

I want to develop a chatbot like application which gives response to input questions using Google Cloud Platform.

Naturally, Dialogflow is suited for this such applications. But due to business conditions, I cannot use Dialogflow.

An alternative could be AutoML Natural Language, where I do not need much machine learning expertise.

AutoML Natural Language requires documents which are labelled. These documents can be used for training a model.

My example document:

What is cost of Swiss tour?
Estimate of Switzerland tour?

I would use a label such as Switzerland_Cost for this document.

Now, in my application I would have a mapping between Labels and Responses.

During Prediction, when I give an input question to the trained model, I would get a predicted label. I can then use this label to return the mapped response.

Is there a better approach to my scenario?

Upvotes: 0

Views: 448

Answers (1)

Mona Attariyan
Mona Attariyan

Reputation: 189

I'm from Automl team. This seems like a good approach to me. People use Automl NL for intent detection, which is pretty aligned with what you try to do here.

Upvotes: 0

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