It sounds like your concern is that an LLM is not capable of understanding an english explanation of the query and producing the correct query. I personally hav

It sounds like your concern is that an LLM is not capable of understanding an english explanation of the query and producing the correct query. I personally have not had many issues here, and the time saved by tweaking a generated query is larger than writing the query myself from scratch. And LLMs will only improve so that these tweaks require less time.