LLM's are a chicken and egg problem. That is to say that unless you have the corpus of terms or vocabulary of the domain then you're going to get very generic, boiler plate responses out of the model. It is a big reason why experts can leverage LLM's better than your average person off the street because they can use the lexical terms that is specific to that domain.