Microsoft Bot Framework integration¶
Each library model or skill can be made available for inference via Microsoft Bot Framework.
The whole process takes two main steps:
Web App Bot setup in Microsoft Azure
DeepPavlov skill/model REST service mounting
1. Web App Bot setup¶
Web App Bot setup guide presumes that you already have active Microsoft Azure account and logged in to the main Azure dashboard
Create Web App Bot:
2.1 Go to the All resources menu.
2.2 Click Add.
2.3 Type “bot” in the search pane and select Web App Bot.
2.4 Press “Create” button on the next screen.
2.5 Select Web App Bot creation settings.
2.6 Pay attention to the Pricing tier, be sure to select free one: F0 (10K Premium Messages).
2.7 Press “Create” button.
2.8 Navigate to your bot control dashboard.
Web App Bot connection configuration:
3.1 Navigate to your bot Settings menu.
3.2 Input your DeepPavlov skill/model REST service URL to the Messaging endpoint pane. Note, that Microsoft Bot Framework requires https endpoint with valid certificate from CA.
3.3 Save somewhere Microsoft App ID (App ID). To get App Secret you need to proceed to the Manage ling near the Microsoft App ID pane. You will need both during your DeepPavlov skill/model REST service start.
Web App Bot channels configuration
4.1 Microsoft Bot Framework allows your bot to communicate to the outer world via different channels. To set up these channels navigate to the Channels menu, select channel and follow further instructions.
2. DeepPavlov skill/model REST service mounting¶
MS Bot Framework sends messages from all channels to the https endpoint which was set in the Web App Bot connection configuration section.
You should deploy DeepPavlov skill/model REST service on this
endpoint or terminate it to your REST service. Full REST endpoint URL
can be obtained by the swagger
apidocs/ endpoint. We remind you that Microsoft Bot Framework requires https endpoint
with valid certificate from CA.
Each DeepPavlov skill/model can be made available for MS Bot Framework as a REST service by:
python -m deeppavlov interactmsbot <config_path> -i <microsoft_app_id> -s <microsoft_app_secret> --https --key <SSL key file path> --cert <SSL certificate file path> [-d] [-p <port_number>] [--stateful] [--multi-instance] [--no-default-skill]
Use Microsoft App ID and Microsoft App Secret obtained in the Web App Bot connection configuration section.
If you redirect requests to your skills service from some https endpoint, you may want to run it in http mode by
-d key can be provided for dependencies download
before service start.
-p key can be provided to override the port value from a settings file.
--stateful flag should be provided for stateful skills/models.
--multi-instance can be provided if you wish to raise separate skill/model instance
for each conversation.
You should use
--no-default-skill optional flag if your model implements an interface of DeepPavlov Skill
to skip its wrapping with DeepPavlov DefaultStatelessSkill.
REST service properties (host, port) are provided in
deeppavlov/utils/settings/server_config.json. You can also store your
app id and app secret in appropriate section of
server_config.json. Please note, that all command line parameters
override corresponding config ones.