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tsuwandy avatar tsuwandy commented on May 18, 2024

Hi Szymon, excellent question, thank you! Currently, Dispatch treats individual models as black box. To get Dispatch to work correctly today, one will have to clean up the None intent in the source models before training Dispatch.

We will add this to our future Dispatch improvements.

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srozga avatar srozga commented on May 18, 2024

Thanks @tsuwandy. Could you perhaps give a bit more context on what cleaning up entails at this time? Removing all utterances? Should those be populated into the None intent of the Dispatch model manually?

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tsuwandy avatar tsuwandy commented on May 18, 2024

Hi Szymon, given your example, I would get rid of X since it exists in an intent within B. Basically, any utterance in None intent of any app which exist in non None intent of other apps should be removed before training Dispatch.

In the future, Dispatch should take care of this step. Thanks!

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srozga avatar srozga commented on May 18, 2024

@tsuwandy that makes sense. We will remove the None utterances for now. I suspect we may run into some perf issues with the dispatch app but I hope I'm wrong! Can you please update this item when Dispatch is updated to deal with this? Much appreciated!

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tsuwandy avatar tsuwandy commented on May 18, 2024

Szymon, will do! I have created a work item to track this on our end. Let us know if you run into any issues using the tool. Thank you!

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vishwacsena avatar vishwacsena commented on May 18, 2024

Closing this based on resolution above.

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