+1

Love it!

On Wed, Jun 26, 2024 at 1:23 PM Vincent Beck <vincb...@apache.org> wrote:

> Fantastic idea!
>
> On 2024/06/26 20:12:43 Jarek Potiuk wrote:
> > Hello everyone,
> >
> > Together with Elad, Kaxil, and the Dosu team [1], we’ve been looking into
> > employing AI / Natural Language processing to help us triage issues for
> > Apache Airflow. We do not want to go “all-in” into getting a chatbot to
> > respond to all our issues because we believe this is not how the
> community
> > is being built. We looked at various ways we can start exploring the
> > capabilities of the new ML/AI/Natural Language processing available.
> >
> > We worked with the Dosu team. They are approved by the Apache Software
> > Foundation infrastructure as Github integration and few ASF projects
> > already use it (including our friends at Superset) - they have a
> fantastic
> > offer to provide free service for open-source projects like Airflow.
> > Together we evaluated what we can start with and initially we have a
> > proposal to use auto-labeling of issues created in the Airflow
> repository.
> >
> > We have a number of rules that are established for the triage team [2]
> but
> > those rules are mundane and difficult to follow, and generally a lot of
> our
> > issues are either not classified or badly classified, and currently we
> > cannot rely on the classification.
> >
> > What we want to start with is to re-classify our issues and apply the
> > labels retro-actively for all past issues as well as start applying them
> > automatically for new issues.
> >
> > The risk of doing it is low, and it will allow us to explore integration
> > and follow up with more elaborated integration. We have some options such
> > as getting automated proposals for answers for similar questions, as well
> > as “chat-bot generated/maintainer approved” answers - but we definitely
> do
> > not want to have bots starting to answer automatically on PRs and issues.
> >
> > We think that this will allow us to explore more ways how we can make
> > maintainers and triagers time more efficient - and help us while we are
> > focusing also on Airflow 3 development soon.
> >
> > The Dosu founder - Devin, will send some more information soon and is
> > available for questions here and in the #triage-team channel on Slack.
> >
> >
> > Unless we hear some complaints, we will apply labelling changes in a few
> > days, I think this stage is not really controversial, and we will run a
> > LAZY CONSENSUS in a few days.
> >
> >
> > J. E. K. (and the Dosu team).
> >
> >
> > [1] https://dosu.dev/
> >
> > [2]
> >
> https://github.com/apache/airflow/blob/main/ISSUE_TRIAGE_PROCESS.rst#labels
> >
>
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