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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