Is it possible to prevent resending context with every message?

I just gave claude-opus-200k my codebase folder and asked a question.
That cost 140,000 input tokens.
This is expected and fine.

I then asked one more simple follow up question.
That cost an additional 140,000 input tokens.
This seems unreasonable and unnecessary.
Is it possible to just give it the context from the previous question?