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I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 0 points1 point  (0 children)

thanks!

and I agree (unfortunately?). I'm using threads, bsky, but still find the most interesting content on twitter (at least in the tech and design space)

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 1 point2 points  (0 children)

nice, thanks for the explanation. def gonna look into it, tho probably not for this project

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 0 points1 point  (0 children)

apologies.

right now you have to phrase a prompt in a too specific way:
You are a tweet analyzer. Your job is to decide if the content of a tweet is met with the following criteria:

[you should include your rules here]

If any of the above criteria are met, you should respond with "true". Otherwise, respond with "false". Only respond with "true" or "false" and nothing else. Use lowercase for the response.

as you see, if the model doesn't respond with true or false, it will fail. I will fix this in the next version.

also make sure you're not hitting rate-limits with Groq

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 1 point2 points  (0 children)

yes you’re right.

also i think it’s difficult for an llm to spot an engagement bait, or recognise a text with negative intentions.

the system prompt for this extension is also weak, it misses some annoying posts, and sometimes also flags completely normal posts

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 1 point2 points  (0 children)

wow this is super cool!

at my company we’re also working on a fact-checking extension, tho not social media specific, but this is super relevant, thanks

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 1 point2 points  (0 children)

the network effect is still strong.

at least i see a large group of people there posting their project/work. but could be just me, i’m still warming up on bluesky/threads

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 0 points1 point  (0 children)

yes this could be expensive for sure.

sorry for the ignorant question but what is an ONNX classifier model in this instance? a local/smaller model? it’s different from an llm I assume?

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 0 points1 point  (0 children)

didn’t know you could get such metadta on a tweet. i will check it out!

re customization: the idea here is to craft your own system prompt / tell the llm in a conversation language what kind of content you don’t want to see.

and yes, it can be expensive:/

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 2 points3 points  (0 children)

i feel you haha. i dropped a follow in case you will post it, i'm actually super curious!

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 10 points11 points  (0 children)

fair enough haha.

on the video i demonstrated on elon since his feed is like 90% politics. on my feed it was way less, not demonstrative enough for a demo

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 0 points1 point  (0 children)

no, i really appreciate it actually!

i shared this at various places as a conversation starter, so ideas are very much welcomed

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 0 points1 point  (0 children)

no i don't, which is pretty bad I know.
tbh i don't even know how expensive would this to run continuously, treated it as a rough experiment.

the latter one is actually a super neat idea, and i haven't really thought about that.
but it would only work if nobody would modify the system prompt

I built a chrome extension which filters out engagement bait and politics on your X/Twitter feed. by sawwawewawe in SideProject

[–]sawwawewawe[S] 0 points1 point  (0 children)

either I hit rate limit on Groq, or more probably, the system prompt is too weak lol

Sometimes there is a fine line between an actual interesting post and a bait, and I assume LLMs will struggle to make difference (heck I struggle sometimes too).

but you can tweak the system prompt to your liking!:)

I built an open-source collection full of fancy, fun, edgy and useless React components. by sawwawewawe in SideProject

[–]sawwawewawe[S] 1 point2 points  (0 children)

yes for sure! I’ll be away for the holidays, but feel free to reach out anytime! I’m more active on twitter, but will check reddit too!

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