Github Domain

Multiple Domain Files#

The domain can be defined as a single YAML file or split across multiple files in a directory. When split across multiple files, the domain contents will be read and automatically merged together.

Using the command line interface, you can train a model with split domain files by running:

rasa train --domain path_to_domain_directory

The intents key in your domain file lists all intents used in your NLU data and conversation training data.

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Chào các bạn, trong quá trình sử dụng hosting nếu bạn muốn phát triển thêm một website mới thì bắt buộc bạn phải addon một tên miền (domain) mới vào hosting để cài website mới.

Trước khi tiến hành thêm tên miền Addon Domain và Sub-Domain vào host, chúng ta nên phân biệt rõ giữa hai khái niệm này nhé.

Session configuration#

A conversation session represents the dialogue between the assistant and the user. Conversation sessions can begin in three ways:

the user begins the conversation with the assistant,

the user sends their first message after a configurable period of inactivity, or

a manual session start is triggered with the /session_start intent message.

You can define the period of inactivity after which a new conversation session is triggered in the domain under the session_config key.

Available parameters are:

The default session configuration looks as follows:

session_expiration_time: 60 # value in minutes, 0 means infinitely long

carry_over_slots_to_new_session: true # set to false to forget slots between sessions

This means that if a user sends their first message after 60 minutes of inactivity, a new conversation session is triggered, and that any existing slots are carried over into the new session. Setting the value of session_expiration_time to 0 means that sessions will not end (note that the action_session_start action will still be triggered at the very beginning of conversations).

A session start triggers the default action action_session_start. Its default implementation moves all existing slots into the new session. Note that all conversations begin with an action_session_start. Overriding this action could for instance be used to initialize the tracker with slots from an external API call, or to start the conversation with a bot message. The docs on Customizing the session start action shows you how to do that.

Select which actions should receive domain#

You can control if an action should receive a domain or not.

To do this you must first enable selective domain in you endpoint configuration for action_endpoint in endpoints.yml.

url: "http://localhost:5055/webhook" # URL to your action server

enable_selective_domain: true

After selective domain for custom actions is enabled, domain will be sent only to those custom actions which have specifically stated that they need it. Custom actions inheriting from rasa-sdk FormValidationAction parent class are an exception to this rule as they will always have the domain sent to them. To specify if an action needs the domain add {send_domain: true} to custom action in the list of actions in domain.yml:

- action_hello_world: {send_domain: True} # will receive domain

- action_calculate_mass_of_sun # will not receive domain

- validate_my_form # will receive domain

Persistence of Slots during Coexistence#

In Coexistence of NLU-based and CALM systems the action action_reset_routing resets all slots and hides events from featurization for the NLU-based system policies to prevent them from seeing events that originated while CALM was active. However, you might want to share some slots that both CALM and the NLU-based system should be able to use. One use case for these slots are basic user profile slots. Both the NLU-based system and CALM should likely be able to know whether a user is logged in or not, what their user name is, or what channel they are using. If you are storing this kind of data in slots you can annotate those slot definitions with the option shared_for_coexistence: True.

shared_for_coexistence: True

shared_for_coexistence: True

In the coexistence mode, if the option shared_for_coexistence is NOT set to true, it invalidates the reset_after_flow_ends: False property in the flow definition. In order for the slot value to be retained throughout the conversation, the shared_for_coexistence must be set to true.

Addon Domain và Sub-Domain là gì?

Addon Domain là tên miền thêm vào trên host, tên miền ở dạng này sẽ hoạt động độc lập và như một website riêng. Ví dụ bạn chạy website AAA.COM trên host là tên miền chính, và bạn muốn có thêm website BBB.COM chạy cùng trên host này nhưng dữ liệu độc lập với nhau, thì lúc này bạn cần thêm BBB.COM như một addon domain.

Sub Domain là tên miền con của một tên miền chính, nó sẽ có dạng là tên.tên-miền.ltd, ví dụ my.azdigi.com là sub domain của tên miền azdigi.com. Nếu bạn cần tạo tên miền con như thế này thì cần tạo sub domain.

Here is a full example of a domain, taken from the concertbot example:

influence_conversation: false

influence_conversation: false

influence_conversation: true

- text: "Sorry, I didn't get that, can you rephrase?"

- text: "You're very welcome."

- text: "I am a bot, powered by Rasa."

- text: "I can help you find concerts and venues. Do you like music?"

- text: "Awesome! You can ask me things like \"Find me some concerts\" or \"What's a good venue\""

- action_search_concerts

- action_search_venues

- action_show_concert_reviews

- action_show_venue_reviews

- action_set_music_preference

session_expiration_time: 60 # value in minutes

carry_over_slots_to_new_session: true

Select which actions should receive domain#

You can control if an action should receive a domain or not.

To do this you must first enable selective domain in you endpoint configuration for action_endpoint in endpoints.yml.

url: "http://localhost:5055/webhook" # URL to your action server

enable_selective_domain: true

After selective domain for custom actions is enabled, domain will be sent only to those custom actions which have specifically stated that they need it. Custom actions inheriting from rasa-sdk FormValidationAction parent class are an exception to this rule as they will always have the domain sent to them. To specify if an action needs the domain add {send_domain: true} to custom action in the list of actions in domain.yml:

- action_hello_world: {send_domain: True} # will receive domain

- action_calculate_mass_of_sun # will not receive domain

- validate_my_form # will receive domain