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InfluxDB
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If you're studying the basics and want to sorta grok the general concepts by repetition, I had gpt-4 write a technical paper about a fantasy magic system based upon Hopf algebras.
Pretty cool stuff and helped me grok some of the more difficult back and forths from a tutoring session w/ GPT-4.
Also the particle appendix is really cool and I wish we had the whole elemental table. Lots of self-consistency in what the algo wrote and I'm pretty impressed, though of course I'm sure it's maybe best to treat it as a leaky bucket of information while learning it.
Anywho here's the paper (nearly-direct link): https://github.com/tysam-code/fileshare/blob/main/knick_knac...
Finally, a concise explanation why this generation of chatbots –while absolutely superior to previous art (where applicable)— still throws me back to discovering markov chains, `cat`-ing countless amount of text into a 'corpora.txt' to build models of various personalities.
The idea that a larger corpora == better was quickly established, but I hit a ceiling quite soon on early RPi's.
It was possible to seed a start word for text generation, a Baby prompt we might call it?
Nice feature was being able to make a mini chain (model) of the user input sentence, then merge that statistics into the bots chain. The verbatim record of what had been said was obscured but some words and their relations —the experience— was kept. So I imagined, at least.
I recommend giving the 'markovify' README a view: https://github.com/jsvine/markovify#basic-usage