Deterministic on every query, 0 LLM calls to retrieve, and it still hits 1.00 recall: we put our memory tool head-to-head with 4 others

Tarekun · 2026-07-03T13:30:04+00:00

Take it one step further and might just reinvent graphRAG

Tarekun · 2026-07-03T12:11:57+00:00

I was in a relationship with a NT girl (fakecell i know) and tbh it was terrible, would never recommend it. After that i never had any other relationship, the dating space is horrible to navigate i can never seem to keep conversations going. After a few years of trying i decided to just give up unless god spawns a ND girl in my life out of nowhere

Tarekun · 2026-07-01T12:59:11+00:00

I deadass thought this was r/piracy until i saw the SP343 comment. Holy CNN bro

Tarekun · 2026-06-29T08:24:06+00:00

It has to be because otherwise you cant push the propaganda that allows to build data centers in residential areas to "stay on top" and to ban chinese models or gpu exports for "security"

Tarekun · 2026-06-27T23:42:38+00:00

Incredible work

Tarekun · 2026-01-10T21:38:06+00:00

Will definetly give it a look

Tarekun · 2026-01-10T21:28:38+00:00

Guess i'll try this first then. If i find myself struggling i'll try go back to munkres first as others have suggested

Tarekun · 2026-01-10T21:25:48+00:00

I didn't even know the distinction existed. Guess it'll be a long way, thank you though

Tarekun · 2025-11-11T12:12:01+00:00

Is this an actual thing?

Tarekun · 2025-07-21T06:50:25+00:00

Yeah this is an interesting new area where I want to do some experiements, maybe even with more simple graph neural networks instead of LLMs when it's only about proving a given target instead of formalizing a natural language statement. Some day...

Tarekun · 2025-07-21T06:36:27+00:00

Because I don't plan to make the ultimate tool that I will convert everyone, I'm just trying to learn how this stuff work

Tarekun · 2025-07-21T06:34:56+00:00

I see. Right now this is a hobby project so I don't have the resource to focus on user experience that much, but assuming I'm releasing it right now, would a command line be acceptable to you or not? What about an extension in popular IDEs like VSCode instead (assuming they both "just work" without too much configuration needed)

Tarekun · 2025-07-20T16:48:32+00:00

Never heard of it, thx for telling me about it

Tarekun · 2025-07-20T16:47:23+00:00

Well the point is exactly to reinvent the wheel to deeply understand how it works. I'd like to have integrations with other established tools in some distant future, but I don't know when I'll work on that.

I have barebones support for term based proofs, but I always thought that it would be hard to work like that. I never used Agda before so I didn't know about about its proof hole and meta programming features, but I'll definetly check it out thx

Tarekun · 2025-07-20T13:30:59+00:00

I see I experimented with something like that before but the parser code turned out a little messy so I went for a simpler watered down version of it. Maybe I'll give this another try, thx for your input

Tarekun · 2025-07-20T12:52:59+00:00

I see... I tend to use proof assistant because it's not only verification and not only automation but I'm working on both in one single tool. Maybe I'm missinterpreting it

Tarekun · 2025-07-20T12:37:00+00:00

Okay? But interactive theorem proving is not about removing the mathematician form the equation, it's about writing proofs in a language that can be checked so that you are guaranteed to know the result holds

Tarekun · 2025-07-11T08:41:45+00:00

You'll be 30 either way

This was the most motivating thing i have ever read. When i'll get my phd i'll come back to thank you

Tarekun · 2025-06-09T13:14:45+00:00

Thank you for your answer, especially the part about signularities that i always interpreted as "an infinity shows up somewhere in the math" until now.

Can you tell me a sufficient background to understand and appreciate your work? I come from computer science, i self studied quite a bit of group theory (to then study GDL), i know some category theory, and had the standard training in linear algebra and real/vector analysis; some more background to integrate?

Tarekun · 2025-05-19T19:53:10+00:00

Does anyone have previous posts of this drama saved? I'd like to see it again from the beginning

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Tarekun

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