nougat VS typst

https://github.com/facebookresearch/nougat/tree/main

If you're looking for more e2e math / latex aware OCR checkout https://github.com/facebookresearch/nougat

git clone --recurse-submodules https://github.com/facebookresearch/nougat.git PyProject

> For the scientific literature, we need a ChatGPT equivalent to reconstruct LaTeX source that can reproduce each page. (We really need a successor to LaTeX that isn't such an arcane language, and can author fixed and flowable text with equal ease.)

Check out Nougat: OCRing scientific papers with a deep net trained end to end. It was released by Meta a few days ago.

“PDF format leads to a loss of semantic information, particularly for mathematical expressions. We propose Nougat (Neural Optical Understanding for Academic Documents), a Visual Transformer model that performs an Optical Character Recognition (OCR) task for processing scientific documents into a markup language, and demonstrate the effectiveness of our model on a new dataset of scientific documents.”

https://facebookresearch.github.io/nougat/

The paper (and examples) as HTML: https://facebookresearch.github.io/nougat/

Repo with code, including a CLI tool for converting a PDF to Mathpix Markdown: https://github.com/facebookresearch/nougat

https://github.com/typst/typst looks promising, both the language and the tooling. I wonder where it will find its place in a world that is dominated by either Word or LaTex.

I hope in a couple of years we start seeing posts like these with Typst instead of LaTeX. It seems like setting this up would be a bit easier since Typst is much more concise than LaTeX.

[0] https://github.com/typst/typst

For writing math notes (especially in vim), I switch to using Typst (https://typst.app).

Here's a few points:

- The syntax is a lot lighter and easier to type fast. I was up and running in half hour after starting to use it. Once in a while I can look up some symbol name in the docs but that's about it.

- Empty document is a valid document. No preambles, no includes etc, it's all optional and the defaults are sensible. Just start typing.

- It's incremental. Live preview from neovim is in the browser and it's lightning fast, pretty much immediate. No pdf sync pain. No build files, makefiles and all that. Just start typing.

While it's not going to beat latex in terms of serious academic use, for personal use and notes it's close to perfect.

(And of course it's written in Rust...)

Except the main theme, which was HTML export? https://github.com/typst/typst/issues/721

Though it's in the roadmap!

I don't use LaTeX for anything these days but Typst popped up recently and seems like a decent alternative: https://github.com/typst/typst

I am surprised that no one mentions the typst. It is super smooth with typst-preview.

I suggest you ask in the discord channel: https://discord.gg/2uDybryKPe. Or open an issue or question on GitHub: https://github.com/typst/typst