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William B. Fuckley @opinionhaver.bsky.social

is there a good out of the box way to do that? I'm pretty handy with things like structural topic models and supervised learning at this point, but that might be a little outside my toolset at the moment.

sep 1, 2025, 7:46 pm โ€ข 0 0

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๐Ÿš‚Cameron๐ŸŒ๐Ÿฅ‘๐Ÿ”ฐ๐Ÿ—๏ธ๐ŸŒ‡๐ŸŒฎ๐Ÿš ๐Ÿฆ๐Ÿšฒ @csreid.bsky.social

OpenAI offers the mapping to embeddings as a service; then it's just a matter of finding the centroid of the ones with your word and then (probably) everything within some distance of that. Big problem is that I think you'd need a networked API call for each Could also do like a tiny llama model?

sep 1, 2025, 8:40 pm โ€ข 2 0 โ€ข view
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๐Ÿš‚Cameron๐ŸŒ๐Ÿฅ‘๐Ÿ”ฐ๐Ÿ—๏ธ๐ŸŒ‡๐ŸŒฎ๐Ÿš ๐Ÿฆ๐Ÿšฒ @csreid.bsky.social

idk what the size of your data or this class is but I bet you can be more efficient than this, though.

sep 1, 2025, 8:42 pm โ€ข 1 0 โ€ข view
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Kevin Riggle @kevinriggle.bsky.social

this is, sadly, way outside my current expertise

sep 1, 2025, 7:47 pm โ€ข 1 0 โ€ข view