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