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  • Such variants may be thought of from the top of your head, or come forward from actual conversations with a user during testing.

  • Be sure to press the blue 'SAVE' button when you are done. If you have provided over five phrases, Dialogflow will train a classification model that recognizes phrases similar to the training phrases.

  • For a proper connection to the MARBEL agent, make sure that the exact Intent name is given as a title in the `Actions and parameters' box. The names of the Intents and enitites will be provided to you

  • Be sure to give as a title the same name as your intent name in Note that the names of entities under the Action and Parameters title area . In addition, entities should be given in lowercase.

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When manually creating entities, be sure to use the synonym functionality to equate words to each other. This is important so the user can use different versions of the same word or different synonyms of the same word but we can encode our agent to understand it as the same conceptfor the robustness of the agent, since different users will likely use different words to refer to the same entity.

For example:

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On the right, we see the synonyms or other word versions of southern-American. In the database of recipes, we a recipe from South America is coded as ‘southern-american’, thus we need to make sure that other words with the same meaning can be compared to the database knowledge.

We shall provide CSV files for some of the entities, so you do not have to manually add the plethora of entries. Make sure your naming is correct. This is done entities. This can be used in Dialogflow by going to the main page of entities and clicking on the three vertical dots next to the blue CREATE ENTITY button. Click upload entity ‘upload entity’ and choose the file you wish to upload.

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