Earlier quoted context omitted.
I don't understand what the Bloom filter is supposed to achieve here. Can you elaborate?
Not the author, but this prevents leaking all URLs you are visiting to agolia. Instead of asking Was this URL submitted to Hacker News? you ask Which URLs have been submitted to Hecker News? , store that in a Bloom filter, and then use the Bloom filter to answer the question Was this URL [likely] submitted to Hacker News?
How does the filter know anyways?
If it is provided by the package, one could imagine adversarial scenarios where "high interest" submissions are excluded from the filter(maybe even make a custom one each time that somehow lands them in a collision) so Algolia knows exactly what it wants to know about you.
Probably, I should have read more into both of the projects before asking.