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 >>> > > > >>> > > >>> > > >>> > >>> >>
