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 for iOS 
On Fri, Mar 28, 2025 at 13:58, Neal Richardson 
<neal.p.richard...@gmail.com> 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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