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I’m only 14 years old, but today, I’m launching something with a massive impact. Introducing Supercompress, the open source token compression tool that lowers your LLM token costs by over 65%. Instead of having to worry about your API credits and scaling, just integrate Supercompress. Open source and completely... show more

Arjun Shah

1,532 subscribers

102,656 views • 2 months ago •via X (Twitter)

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72 Comments

Hashtag As F2 months ago

Go play sports, little buddy. Have fun with your friends. Work will be here when you're out of college.

Arjun Shah2 months ago

I play soccer and hit the gym! Would love to connect Hashtag!

Hashtag As F2 months ago

hit me up when you're 24

AI Mastery Guide2 months ago

14 and already shipping a token compression tool is honestly impressive.

Arjun Shah2 months ago

Thanks Julian! I used to watch your videos on Youtube!

AI Mastery Guide2 months ago

That's awesome to hear, keep shipping man.

ricky2 months ago

congrats on the release! two things for you: 1. for screen recordings you can use screen studio or cap, def recommend! 2. do you have any benchmark tests comparing supercompress output quality and accuracy with the control case? (check out The Token Company's blogs!)

Arjun Shah2 months ago

Thanks Ricky, would love to connect! 1) Thanks! Have used Cap before and I like it! 2)

ricky2 months ago

great work :)

Saurav Singh2 months ago

Proud of you 👏🏻

Arjun Shah2 months ago

Thanks, would love to connect!

Saurav Singh2 months ago

🫂

Amol Parikh2 months ago

This is indeed great and much needed. Will give a try soon! Great going Arjun!!

Arjun Shah2 months ago

Thanks Amol, would love to connect!

Amol Parikh2 months ago

sure :)

Anna Z2 months ago

wow rly cool

Arjun Shah2 months ago

Thanks, would love to connect!

Jeffrey D'Souza2 months ago

Hi Arjun Very impressive Post semantic prompt compression, you figure out what’s important…. Have you analysed error rates in the weighting? What kind of error rates are you seeing?

Arjun Shah2 months ago

Yes! On my tests it keeps 98%+ of critical content while cutting input by ~65% every time. I am currently working on a second API - a lossless one. That's launching soon!

Jeffrey D'Souza2 months ago

Thank you for that! Looking forward to the second API!

Roberto Rivera 🇵🇷2 months ago

You at Founders Inc?

Arjun Shah2 months ago

I was there two days ago for open campus! Would love to connect!

Kanisshka2 months ago

i guess you should enjoy your life abit, 14 is so low to start building etc

Arjun Shah2 months ago

Haha. Would love to connect!

Anay2 months ago

Great

Arjun Shah2 months ago

Thanks, would love to connect!

Anay2 months ago

Check dms

nikhil2 months ago

All this kind of progress will eventually going to benefit AI companies while common people will suffer job loss. People are digging their own grave

Arjun Shah2 months ago

Thanks, would love to connect!

earthling2 months ago

Sounds cool, I will check it out!

Arjun Shah2 months ago

Thanks, would love to connect!

Pyasma2 months ago

yea this is a cool idea

Arjun Shah2 months ago

Thanks, would love to connect!

Pyasma2 months ago

Yea let's connect Gonna try this and contribute to the project as well 😆

zan2 months ago

💪

Arjun Shah2 months ago

Hey @zanbuilds Supercompress is up on ProductHunt! The product will be going live (meaning you can vote for it) in just a few hours! Please consider following and upvoting!

zan2 months ago

Leme upvoter rn

Dharshini Maru2 months ago

this is super cool

Arjun Shah2 months ago

Thanks, would love to connect!

hnp2 months ago

Which ideas did u copy and get it coded by claude code

Sama2 months ago

Don't listen to these jealous miserable people Arjun, you're never too young to create and get ahead. And also ignore any of the racist anti-indian hate comments that plague this site, you're above that. Great work and good luck buddy!

Arjun Shah2 months ago

Thanks, would love to connect! Really means a lot to hear what you said

Yashraj2 months ago

Good, keep building, in your age, I was doing mission in GTA

Arjun Shah2 months ago

Hey @yrjdev Supercompress is up on ProductHunt! The product will be going live (meaning you can vote for it) in just a few hours! Please consider following and upvoting!

Yashraj2 months ago

sure, give me sometime, I'll check and upvote

Sumjit2 months ago

definitely i'll use

Arjun Shah2 months ago

Thanks Sumjit, would love to connect!

Sumjit2 months ago

sure

Fragment382 months ago

If I supported your venture, will it be count in supporting Child labor?

Arjun Shah2 months ago

Hey @Fragment38 Supercompress is up on ProductHunt! The product will be going live (meaning you can vote for it) in just a few hours! Please consider following and upvoting!

Fragment382 months ago

You are hell bent on putting me behind the jail bars for supporting child labor lol But I will check it out. Thanks for sharing.

Apurva Singh Choudhary2 months ago

14 years old and shipping open source tools. 🤯 This is genuinely impressive — 65% token cost reduction is no joke. Congrats on the launch! 🙂

RIYA RATHOD2 months ago

Wishing you success with this exciting project what is next on your journey?🌍

Rie2 months ago

Great work

Arjun Shah2 months ago

Thanks, would love to connect!

Rie2 months ago

Let’s do. I have many cool projects to work on

JackFineman2 months ago

This is awesome. Do the answers stay just as accurate after compression?

Arjun Shah2 months ago

Over 98% of the critical content is kept! I am workin on a second engine - a lossless one, that will keep everything. Currently, Supercompress is semantic prompt compression. Would love to connect Jack!

Rhythm Orbits2 months ago

💬 65% token reduction is huge if it preserves quality. Any benchmarks on downstream task performance?

Alex2 months ago

Go back to India

Muzi Khuzwayo2 months ago

Well done, little bro, how does it work?

James Zwane2 months ago

Go outside and play.

Arjun Shah2 months ago

I play soccer and hit the gym! Would love to connect James!

Mehreen Omer2 months ago

I love this, I’m gonna try this

Arjun Shah2 months ago

Thanks, would love to connect!

Avash Banerjee2 months ago

Hows this different from caveman?

Pratyush Verma2 months ago

Hey Arjun! Love SuperCompress. One thing you should absolutely do is integrate SuperCompress as a dedicated LangChain adapter. Im a 16 year old open source builder focusing on agentic AI for accessibility. Would love to connect!

Pragas N2 months ago

How could you not be excited about the future when 14 year olds are this knowledgeable! @arjunkshah21 we're interested in trying it

Arjun Shah2 months ago

Great! Would love to connect and the link is

Akshat Rawat2 months ago

This is awesome!

Arjun Shah2 months ago

Thanks Akshat, would love to connect!

akash op aurora2 months ago

its reallu cool - love tge savijgs it presents to my prompts.

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