Python Deep Learning Projects

Preparing dataset

In our previous project, we created a dataset in a CSV file with two columns for question and answer pairs. We need to do this again, but in a different format. In this case, we need questions associated with its intent, as shown in the following diagram, so we have a query as hello with its intent labeled as greet. Similarly, we will label all of the questions with their respective intents.

Once we have all of the forms of questions and intents ready, we need to label the entities. In this case, as shown in the following diagram, we have a location entity with a centre value, and a cuisine entity with the value as mexican:

The figure illustrated the content of the data what we are preparing for the chatbot. Lest most is ...