Documentation about IBM Watson® Assistant for IBM Cloud Pak® for Data has moved. For the most up-to-date version, see Adding a node with slots to a dialog.
Tutorial: Adding a node with slots to a dialog
In this tutorial, you will add slots to a dialog node to collect multiple pieces of information from a user within a single node. The node you create will collect the information that is needed to make a restaurant reservation.
Learning objectives
By the time you finish the tutorial, you will understand how to:
- Define the intents and entities that are needed by your dialog
- Add slots to a dialog node
- Test the node with slots
Duration
This tutorial will take approximately 30 minutes to complete.
Prerequisite
Before you begin, complete the Getting Started tutorial. You will use the Watson Assistant tutorial skill that you created, and add nodes to the simple dialog that you built as part of the getting started exercise.
You can also start with a new dialog skill if you want. Just be sure to create the skill before you begin this tutorial.
Step 1: Add intents and examples
Add an intent on the Intents tab. An intent is the purpose or goal that is expressed in user input. You will add a #reservation intent that recognizes user input that indicates that the user wants to make a restaurant reservation.
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From the Intents page of the tutorial skill, click Add intent.
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Add the following intent name, and then click Create intent:
reservation
The #reservation intent is added. A number sign (
#
) is prepended to the intent name to label it as an intent. This naming convention helps you and others recognize the intent as an intent. It has no example user utterances associated with it yet. -
In the Add user examples field, type the following utterance, and then click Add example:
i'd like to make a reservation
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Add these additional examples to help Watson recognize the
#reservation
intent.I want to reserve a table for dinner Can 3 of us get a table for lunch? do you have openings for next Wednesday at 7? Is there availability for 4 on Tuesday night? i'd like to come in for brunch tomorrow can i reserve a table?
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Click the Close icon to finish adding the
#reservation
intent and its example utterances.
Step 2: Add entities
An entity definition includes a set of entity values that represent vocabulary that is often used in the context of a given intent. By defining entities, you can help your assistant identify references in the user input that are related to intents of interest. In this step, you will enable system entities that can recognize references to time, date, and numbers.
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Click Entities to open the Entities page.
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Enable system entities that can recognize date, time, and number references in user input. Click the System entities tab, and then turn on these entities:
@sys-time
@sys-date
@sys-number
You have successfully enabled the @sys-date, @sys-time, and @sys-number system entities. Now you can use them in your dialog.
Step 3: Add a dialog node with slots
A dialog node represents the start of a thread of dialog between your assistant and the user. It contains a condition that must be met for the node to be processed by your assistant. At a minimum, it also contains a response. For example, a
node condition might look for the #hello
intent in user input, and respond with, Hi. How can I help you?
This example is the simplest form of a dialog node, one that contains a single condition and a single response.
You can define complex dialogs by adding conditional responses to a single node, adding child nodes that prolong the exchange with the user, and much more. (If you want to learn more about complex dialogs, you can complete the Building a complex dialog tutorial.)
The node that you will add in this step is one that contains slots. Slots provide a structured format through which you can ask for and save multiple pieces of information from a user within a single node. They are most useful when you have a specific task in mind and need key pieces of information from the user before you can perform it. See Gathering information with slots for more information.
The node you add will collect the information required to make a reservation at a restaurant.
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Click the Dialogs tab to open the dialog tree.
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Click the More icon on the #General_Greetings node, and then select Add node below.
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Start typing
#reservation
in the condition field, and then select it from the list. This node will be evaluated if the user input matches the#reservation
intent. -
Click Customize, click the Slots toggle to turn it on, and then click Apply.
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Define the following slots:
Slot details Check for Save it as If not present, ask @sys-date $date What day would you like to come in? @sys-time $time What time do you want the reservation to be made for? @sys-number $guests How many people will be dining? -
As the response, specify
OK. I am making you a reservation for $guests on $date at $time.
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Click to close the node edit view.
Step 4: Test the dialog
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Select the icon to open the chat pane.
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Type
i want to make a reservation
.The assistant recognizes the #reservation intent, and it responds with the prompt for the first slot,
What day would you like to come in?
. -
Type
Friday
.The assistant recognizes the value, and uses it to fill the $date context variable for the first slot. It then shows the prompt for the next slot,
What time do you want the reservation to be made for?
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Type
5pm
.The assistant recognizes the value, and uses it to fill the $time context variable for the second slot. It then shows the prompt for the next slot,
How many people will be dining?
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Type
6
.The assistant recognizes the value, and uses it to fill the $guests context variable for the third slot. Now that all of the slots are filled, it shows the node response,
OK. I am making you a reservation for 6 on 2017-12-29 at 17:00:00.
It worked! Congratulations. You have successfully created a node with slots.
Summary
In this tutorial you created a node with slots that can capture the information necessary to reserve a table at a restaurant.
Next steps
Improve the experience of users who interact with the node. Complete the follow-on tutorial, Improving a node with slots. It covers simple improvements, such as how to reformat the date (2017-12-28) and time (17:00:00) values that are returned by the system. It also covers more complex tasks, such as what to do if the user does not provide the type of value that your dialog expects for a slot.