Thanks!

On Mon, May 12, 2025, 9:47 AM Nic Crane <thisis...@gmail.com> wrote:

> Absolutely Matt - I'm adding them now and I'll add you as an admin so
> you'll be able to review Go questions in the UI and make any changes you'd
> like to what we include.
>
> On Wed, 7 May 2025 at 12:59, Matt Topol <zotthewiz...@gmail.com> wrote:
>
> > Would we be able to feed it the arrow-go documentation too?
> >
> > On Wed, May 7, 2025, 12:52 PM Nic Crane <thisis...@gmail.com> wrote:
> >
> > > A brief update on this from me - I've now added the Python, R, C++, and
> > > Java cookbooks as a source for the kapa.ai question bot, so code
> > examples
> > > from those should be on there now.
> > >
> > > At a later point, I'll take a look at potentially adding GitHub PRs and
> > > issues, but I'd like to test what we have so far before adding more in
> > > there.
> > >
> > >
> > > On Mon, 28 Apr 2025 at 04:56, Nic Crane <thisis...@gmail.com> wrote:
> > >
> > > > We've current had 64 questions, though many of these are from folks
> > > > testing it out.  I've personally found it useful for some of my dev
> > work.
> > > >
> > > > It's hard to tell yet if it's useful for users but we'll have more
> data
> > > > once it's live on the latest docs rather than the dev docs, so my
> plan
> > is
> > > > to keeping checking in on the questions and answers between the
> > upcoming
> > > > release and the next one so we can decide whether it's a useful tool
> > for
> > > us
> > > > to have.
> > > >
> > > > If anyone would like a login for kapa.ai so you can see the
> > > conversations
> > > > and answers (and add in any feedback you'd like to add yourself for
> > > > questions), then please email me and I'll add you as a user.
> > > >
> > > >
> > > > On Wed, 23 Apr 2025 at 06:11, Nic Crane <thisis...@gmail.com> wrote:
> > > >
> > > >> > nit: any chance the popup can be made to respect the light/dark
> mode
> > > >> toggle
> > > >> in the docs? It seems to always use a light color scheme.
> > > >>
> > > >> From the looks of it, the colour can be configured via the
> > > >> 'data-project-color' parameter[1] so I imagine this could be done
> via
> > > >> updating the widget script with some custom JS on our side.
> > > >>
> > > >> [1] https://docs.kapa.ai/integrations/website-widget/configuration
> > > >>
> > > >> On Mon, 31 Mar 2025 at 17:15, Brian Hulette <bhule...@apache.org>
> > > wrote:
> > > >>
> > > >>> Very cool, I tried a few queries and it provided good answers.
> > > >>>
> > > >>> nit: any chance the popup can be made to respect the light/dark
> mode
> > > >>> toggle
> > > >>> in the docs? It seems to always use a light color scheme.
> > > >>>
> > > >>> On Fri, Mar 28, 2025 at 5:05 PM Nic Crane <thisis...@gmail.com>
> > wrote:
> > > >>>
> > > >>> > Cookbooks aren't part of the sources but we can certainly add
> them
> > > >>> later.
> > > >>> >
> > > >>> > The kapa folk recommend trying with an initial sunset of sources
> > and
> > > >>> adding
> > > >>> > more in gradually, so I'll check back in on this next week and
> > think
> > > >>> about
> > > >>> > what we might want to add next.
> > > >>> >
> > > >>> > On Fri, 28 Mar 2025, 21:45 Aldrin, <octalene....@pm.me.invalid>
> > > wrote:
> > > >>> >
> > > >>> > > Ooh, yeah it's looking fairly effective. I asked some questions
> > > and I
> > > >>> > like
> > > >>> > > that the answers address differences in language
> implementations
> > > >>> (e.g.
> > > >>> > > python bindings vs cpp) and that there are relatively good code
> > > >>> > suggestions.
> > > >>> > >
> > > >>> > > I assume this means the tests and benchmarks are helping the
> RAG
> > a
> > > >>> lot,
> > > >>> > so
> > > >>> > > general well done to all contributors. Out of curiosity, are
> the
> > > >>> > cookbooks
> > > >>> > > part of the learning/retrieval sources?
> > > >>> > >
> > > >>> > > Sent from Proton Mail <https://proton.me/mail/home> for iOS
> > > >>> > >
> > > >>> > >
> > > >>> > > On Fri, Mar 28, 2025 at 13:58, Neal Richardson <
> > > >>> > > neal.p.richard...@gmail.com
> > > >>> > > <On+Fri,+Mar+28,+2025+at+13:58,+Neal+Richardson+%3C%3Ca+href=>>
> > > >>> wrote:
> > > >>> > >
> > > >>> > > Awesome, thanks for doing this! I tried out a few queries and
> was
> > > >>> > > impressed
> > > >>> > > with what I got back.
> > > >>> > >
> > > >>> > > Neal
> > > >>> > >
> > > >>> > > On Fri, Mar 28, 2025 at 2:01 PM Nic Crane <thisis...@gmail.com
> >
> > > >>> wrote:
> > > >>> > >
> > > >>> > > > Hi folks,
> > > >>> > > >
> > > >>> > > > The kapa.ai bot is now live on the dev docs! We're using it
> to
> > > >>> test
> > > >>> > > > whether
> > > >>> > > > we can enhance user experience of our documentation via
> > retrieval
> > > >>> > > augmented
> > > >>> > > > generation which generates answers to user questions by
> > combining
> > > >>> > > > similarity searches of the docs and LLM output.
> > > >>> > > >
> > > >>> > > > You can use it by clicking the "Ask AI" button in the bottom
> > > right
> > > >>> > > corner
> > > >>> > > > of https://arrow.apache.org/docs/dev/index.html
> > > >>> > > >
> > > >>> > > > Currently we've just ingested the docs, but as we experiment
> > > more,
> > > >>> we
> > > >>> > > can
> > > >>> > > > add other sources like Zulip and the mailing lists if we
> think
> > > >>> these
> > > >>> > > will
> > > >>> > > > provide useful additional source material.
> > > >>> > > >
> > > >>> > > > Please give it a go and use the "good answer" and "bad
> answer"
> > > >>> buttons
> > > >>> > > so
> > > >>> > > > we can assess how useful this is likely to be for our end
> > users;
> > > >>> bonus
> > > >>> > > > points for adding a better answer when you're not happy with
> > the
> > > >>> one
> > > >>> > > given.
> > > >>> > > >
> > > >>> > > > I'll be checking in on it every so often and will report back
> > > here
> > > >>> with
> > > >>> > > the
> > > >>> > > > results.
> > > >>> > > >
> > > >>> > > > Thanks,
> > > >>> > > >
> > > >>> > > > Nic
> > > >>> > > >
> > > >>> > >
> > > >>> > >
> > > >>> >
> > > >>>
> > > >>
> > >
> >
>

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