I am saying the same thing; you want to selectively establish the context, not pass it all.

I want to train the LLM on the whole code base and then pass a hand picked context specific to what I'm asking.

So it doesn't only suggest what can be found on w3schools and geeks4geeks and maybe stackoverflow, but also whatever idioms and utility functions my code base has.