Forum Discussion
Bot Framework Dispatch CLI replacement with Orchestrator
Hey everyone,
As the Dispatch CLI will be deprecated on December 31, 2021, we've started evaluating Orchestrator as an alternative to it. Information about Dispatch CLI https://github.com/Microsoft/botbuilder-tools/tree/master/packages/Dispatch.
We were using Dispatch CLI basically as a high-level router for our bot that will route the occurrence (text) to the correct resource (Luis, QnA) and produce a resource-specific intent. Also, we are retraining it periodically so the dispatcher will always have the up-to-date data from all resources so it will route to the correct resource.
So, wanted to ask ā what is the strategy of using an orchestrator in the current flow? We are able to retrain it with https://github.com/microsoft/botframework-clibut we don't wanna restart the bot after refreshing the orchestrator. Also, how can we use the same trained orchestrator model in multiple bots? (as I understood it's not a trained Luis app)
1.Orchestrator is a local resource, so is deployed to the target environment. It should require significantly less training than a LUIS model, so should really only be updated along with your source code. But yes, since the model is loaded into memory you need to restart the bot.
2.Deploy the trained model to the desired environments
Please go through below doc for implementation details:
https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-tutorial-orchestrator
Thanks,
Nivedipa
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7 Replies
- ChetanSharma-msft
Microsoft
MykolaMedynskiy - We will also check it from our end and let you know.
- Nivedipa-MSFT
Microsoft
Could you please elaborate your requirement and share the repro steps if any?
- MykolaMedynskiyCopper Contributor
Hey Nivedipa-MSFT,
So the requirements are:
ā periodically refresh orchestrator model
ā use it in the bot for intent recognition
And the problem is refreshing the model without restarting the application, since the orchestrator model is not a Luis App, as was with Dispatch.