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amn41 avatar amn41 commented on May 18, 2024

might make more sense to dockerise the project and use the docker cloud deploy button https://docs.docker.com/docker-cloud/apps/deploy-to-cloud-btn/ . thoughts?

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phildionne avatar phildionne commented on May 18, 2024

An easy way to get started quickly would be to publish this project on https://hub.docker.com/. Then developers can download and run the image on their laptop, and hit it from their browser, or terminal with curl or anything else.

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plauto avatar plauto commented on May 18, 2024

I think both idea would be good...either pulling from the hub on your laptop or running it over the cloud

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samhavens avatar samhavens commented on May 18, 2024

@amn41 We have this working with Docker, SpaCy and Scikit. Currently, though, it pulls from API.ai to get all our agent data to train the model, and our api key is hardcoded in there. However, model training with that setup and our data takes about 5 seconds.

We'll try and get something up in the next few days.

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phildionne avatar phildionne commented on May 18, 2024

@samhavens Your input on #50 would be nice :)

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tmbo avatar tmbo commented on May 18, 2024

I think since the current setup is completely dockerized we might be able to use heroku again using one of the small spacy models (need to try it tough - even tough the language model on disk is only 50mb it might still be larger in mem).

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madimov avatar madimov commented on May 18, 2024

@tmbo In version 2, they're bringing down the 50mb model to 15mb, so even more feasible for Heroku (see these comments)

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tmbo avatar tmbo commented on May 18, 2024

Yes, very good point. I think that makes this even more feasible 👍

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tmbo avatar tmbo commented on May 18, 2024

We do have the interactive sessions in the docs now which is even better

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