[minimaxir]

Not perfect, but using pretrained embeddings from a LLM will handle >80% of your NLP problems.

[horsh1]

So where is the parser?

[minimaxir]

There is no parser. The text encoder learns the relevant NLP patterns unsupervised by seeing terabytes of internet data.

It's all a black box, but it works.