I've hopped through the book and it seems carefully laid out and organized. I may come back at you with questions once I've read further. Cheers.

I also think it'd be a great starting point for building a private pub/sub network of autonomous agents (e.g. a company that doesn't want to exfil its password files via OpenClaw)

The name, however, is a problem. LocalGPT is misleading in 2 ways. 1. It is not Local, it relies on external LLM providers. 2. It is not a Generative Pretrained Transformer.

I'd highly recommend changing the name to something that more accurately portrays the intent and the method.

Either way... the site is a store.. of sorts... for Greenday's "Dookie" album, where the songs are mixed down into various bizarre formats. They said de-mastered, and I was hoping that they were actually releasing the individual tracks. Sad.

Because they're the ones funding medical research! nyuk nyuk!

Seriously though, as a health nut who tries to stay on the science side of things, I still see a lot of "It's Parasites!" stuff from the pseudo-science health community. As well as bizarre cures. Walnuts, Cloves and electric shock seem to come up the most.

I have tried to find any practical advice regarding detection, symptoms and such, and beyond tapeworms, heartworms and hookworms, there isn't much information.

Is there something unique about its algorithm? I'm afraid the repo is low on documentation.

If not, how does it avoid the (rather vague) claims?

https://patents.google.com/patent/US11234023B2/en

Allergies and Food sensitivities.

These are often incredibly hard to diagnose because there are foods that we eat so commonly, we don't have a good control/variable separation for experimentation. In addition, allergies and food sensitivities don't develop all at once. They increase over time. This makes discovery even more difficult.

But it's almost always this.

As for myself, I had severe brain fog and fatigue. It turns out I was allergic to coffee. Looking back, I now see that it was something that became more and more severe over about 10 years.

It took me quitting coffee for several weeks for an unrelated reason to discover that it was the problem. When I started again, the stark difference in how I was felt made it much easier to diagnose. I got lucky really.

There are hundreds of documented strains, and they don't all eat/produce the same things (at least not in the same ratios)

Some have been documented to reduce inflammation and restore tight-junction function in epithelial walls (where other strains did not).

Others have been shown to reverse the accumulation of α-synuclein. That has been implicated as a cause or symptom of Parkinson's disease.

Also how often did their right or wrong predictions contradict the majority?

Support for these things have been wedged into the language by numerous additions, and I think the fundamental syntactical framework of SQL is cracking under the pressure. Granted, it's been a while since I've had to traverse a tree using SQL, but I do recall that the query was very painful to write, and even more painful to execute efficiently.

Also, these things only work if you've wedged your data model into rows and columns. (or you use non-standard language extensions like jsonb)

PRQL, on the other hand, rearranges the syntactical structure to be more extensible, and also agnostic over the underlying shape of the data model. It works the same regardless of whether you're using an RDBMS or a graph/document database.

Is the result more complicated? IMO, only in the simplest examples. PRQL shines vs SQL when you have multiple stages of aggregation, like pre and post aggregation filtering, or referencing synthesized data, etc.

TBH, I think any outrage is hypocritical from anyone one who is not already outraged and boycotting the global meat industry.

As someone who has family members with mental health issues, I don't find the term offensive at all.

I, for one, by default think more of someone who's obsessed with the moon, I guess it's because I never read that article, so I've never been told to be offended by it.

All that said, I do hope that the authors understand that they might be fighting an uphill battle with regards to adoption.

* Force myself to exercise. This is by far has the largest impact on my well being. (team sports makes that easier) * Take 10,000 IU of vitamin D a week * Try to get outside for walks in the late morning or early afternoon