New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Integrate with Rubrix #194

Open

lalitpagaria opened this issue Sep 14, 2021 · 0 comments

Assignees

Labels

enhancement feature:AutoML low priority

Collaborator

lalitpagaria commented Sep 14, 2021 •

edited

This task is related to add monitoring and AutoML capabilities to Obsei.

Rubrix 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, spacy)
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

lalitpagaria added enhancement low priority feature:AutoML labels

lalitpagaria mentioned this issue

Evaluate logic of index to group Labels and Documents more closely deepset-ai/haystack#1563

Closed

lalitpagaria self-assigned this

nickchomey mentioned this issue

Integration with Rubrix deepset-ai/haystack#3141

Closed

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment