Integrate with Rubrix, an open-source tool for tracking and iterating on data for AI projects, to enable monitoring of deployed model predictions and iteration on ground-truth data.
This task is related to add monitoring and AutoML capabilities to Obsei. [Rubrix](https://rubrix.readthedocs.io/) is an open source for tracking and iterating on data for AI projects. It can help Obsei's users to achieve following goals - - Monitor the predictions of deployed models ([huggingface](https://rubrix.readthedocs.io/en/stable/tutorials/01-huggingface.html), [spacy](https://rubrix.readthedocs.io/en/stable/tutorials/02-spacy.html)) - Iterate on ground-truth data and predictions to debug, so user can further train/fine-tune their model - Rubrix already support NLP and KG usecases and plan to support image and video which align with Obsei's future roadmap For initially let's integrate monitoring of prediction capabilities and later add more tighter integration. Rubrix repo: https://github.com/recognai/rubrix Creator of Rubrix: @dvsrepo