So, I can’t seem to wrap my head around the idea of putting entities inside of a story.
“A story is a representation of a conversation between a user and an AI assistant, converted into a specific format where user inputs are expressed as intents (and entities when necessary)…”
When are entities necessary?
“While writing stories, you do not have to deal with the specific contents of the messages that the users send. Instead, you can take advantage of the output from the NLU pipeline, which lets you use just the combination of an intent and entities to refer to all the possible messages the users can send to mean the same thing.”
Ok so I do not have to deal with the specifics while writing a story, but should populate intents inside nlu file with entities;
but right after that paragraph.
“It is important to include the entities here as well because the policies learn to predict the next action based on a combination of both the intent and entities”
So now it is important to do what erlier was unnecessary?
I’m really confused after reading that, can somebody please demystify this?
When should one add entities to the story?